diff --git a/dygraph/rcnn/README.md b/dygraph/rcnn/README.md index fef159e57046a238c193e410629ba04a1a8fd3eb..b7463fe8dcfc985f1a09f5e63a604770014937ff 100755 --- a/dygraph/rcnn/README.md +++ b/dygraph/rcnn/README.md @@ -1,74 +1,77 @@ -# RCNN Objective Detection +# RCNN 系列目标检测 --- -## Table of Contents +## 内容 -- [Installation](#installation) -- [Introduction](#introduction) -- [Data preparation](#data-preparation) -- [Training](#training) -- [Evaluation](#evaluation) -- [Inference and Visualization](#inference-and-visualization) +- [安装](#安装) +- [简介](#简介) +- [数据准备](#数据准备) +- [模型训练](#模型训练) +- [模型评估](#模型评估) +- [模型推断及可视化](#模型推断及可视化) -## Installation +## 安装 -Running sample code in this directory requires PaddelPaddle Fluid v.1.3.0 and later. If the PaddlePaddle on your device is lower than this version, please follow the instructions in [installation document](http://paddlepaddle.org/documentation/docs/en/1.3/beginners_guide/install/index_en.html) and make an update. +1.在当前目录下运行样例代码需要编译安装分支(https://github.com/FDInSky/Paddle/tree/dyg_detf) -## Introduction +2.通过pip安装必要Python库，包括numba。 -Region Convolutional Neural Network (RCNN) models are two stages detector. According to proposals and feature extraction, obtain class and more precise proposals. -Now RCNN model contains two typical models: Faster RCNN and Mask RCNN. +## 简介 +区域卷积神经网络（RCNN）系列模型为两阶段目标检测器。通过对图像生成候选区域，提取特征，判别特征类别并修正候选框位置。 +RCNN系列目前包含两个代表模型：Faster RCNN，Mask RCNN -[Faster RCNN](https://arxiv.org/abs/1506.01497), The total framework of network can be divided into four parts: +[Faster RCNN](https://arxiv.org/abs/1506.01497) 整体网络可以分为4个主要内容： -1. Base conv layer. As a CNN objective dection, Faster RCNN extract feature maps using a basic convolutional network. The feature maps then can be shared by RPN and fc layers. This sampel uses [ResNet-50](https://arxiv.org/abs/1512.03385) as base conv layer. -2. Region Proposal Network (RPN). RPN generates proposals for detection。This block generates anchors by a set of size and ratio and classifies anchors into fore-ground and back-ground by softmax. Then refine anchors to obtain more precise proposals using box regression. -3. RoI Align. This layer takes feature maps and proposals as input. The proposals are mapped to feature maps and pooled to the same size. The output are sent to fc layers for classification and regression. RoIPool and RoIAlign are used separately to this layer and it can be set in roi\_func in config.py. -4. Detection layer. Using the output of roi pooling to compute the class and locatoin of each proposal in two fc layers. +1. 基础卷积层。作为一种卷积神经网络目标检测方法，Faster RCNN首先使用一组基础的卷积网络提取图像的特征图。特征图被后续RPN层和全连接层共享。本示例采用[ResNet-50](https://arxiv.org/abs/1512.03385)作为基础卷积层。 +2. 区域生成网络(RPN)。RPN网络用于生成候选区域(proposals)。该层通过一组固定的尺寸和比例得到一组锚点(anchors), 通过softmax判断锚点属于前景或者背景，再利用区域回归修正锚点从而获得精确的候选区域。 +3. RoI Align。该层收集输入的特征图和候选区域，将候选区域映射到特征图中并池化为统一大小的区域特征图，送入全连接层判定目标类别, 该层可选用RoIPool和RoIAlign两种方式，在config.py中设置roi\_func。 +4. 检测层。利用区域特征图计算候选区域的类别，同时再次通过区域回归获得检测框最终的精确位置。 -[Mask RCNN](https://arxiv.org/abs/1703.06870) is a classical instance segmentation model and an extension of Faster RCNN +[Mask RCNN](https://arxiv.org/abs/1703.06870) 扩展自Faster RCNN，是经典的实例分割模型。 -Mask RCNN is a two stage model as well. At the first stage, it generates proposals from input images. At the second stage, it obtains class result, bbox and mask which is the result from segmentation branch on original Faster RCNN model. It decouples the relation between mask and classification. +Mask RCNN同样为两阶段框架，第一阶段扫描图像生成候选框；第二阶段根据候选框得到分类结果，边界框，同时在原有Faster RCNN模型基础上添加分割分支，得到掩码结果，实现了掩码和类别预测关系的解藕。 -## Data preparation -Train the model on [MS-COCO dataset](http://cocodataset.org/#download), download dataset as below: +## 数据准备 + +在[MS-COCO数据集](http://cocodataset.org/#download)上进行训练，通过如下方式下载数据集。 cd dataset/coco ./download.sh -The data catalog structure is as follows: - - ``` - data/coco/ - ├── annotations - │   ├── instances_train2014.json - │   ├── instances_train2017.json - │   ├── instances_val2014.json - │   ├── instances_val2017.json - | ... - ├── train2017 - │   ├── 000000000009.jpg - │   ├── 000000580008.jpg - | ... - ├── val2017 - │   ├── 000000000139.jpg - │   ├── 000000000285.jpg - | ... - ``` - -## Training - -**download the pre-trained model:** This sample provides Resnet-50 pre-trained model which is converted from Caffe. The model fuses the parameters in batch normalization layer. One can download pre-trained model as: +数据目录结构如下： + +``` +data/coco/ +├── annotations +│   ├── instances_train2014.json +│   ├── instances_train2017.json +│   ├── instances_val2014.json +│   ├── instances_val2017.json +| ... +├── train2017 +│   ├── 000000000009.jpg +│   ├── 000000580008.jpg +| ... +├── val2017 +│   ├── 000000000139.jpg +│   ├── 000000000285.jpg +| ... + +``` + +## 模型训练 + +**下载预训练模型：** 本示例提供Resnet-50预训练模型，该模性转换自Caffe，并对批标准化层(Batch Normalization Layer)进行参数融合。采用如下命令下载预训练模型： sh ./pretrained/download.sh -Set `pretrained_model` to load pre-trained model. In addition, this parameter is used to load trained model when finetuning as well. -Please make sure that pretrained_model is downloaded and loaded correctly, otherwise, the loss may be NAN during training. +通过初始化`pretrained_model` 加载预训练模型。同时在参数微调时也采用该设置加载已训练模型。 +请在训练前确认预训练模型下载与加载正确，否则训练过程中损失可能会出现NAN。 -**Install the [cocoapi](https://github.com/cocodataset/cocoapi):** +**安装[cocoapi](https://github.com/cocodataset/cocoapi)：** -To train the model, [cocoapi](https://github.com/cocodataset/cocoapi) is needed. Install the cocoapi: +训练前需要首先下载[cocoapi](https://github.com/cocodataset/cocoapi)： git clone https://github.com/cocodataset/cocoapi.git cd cocoapi/PythonAPI @@ -80,62 +83,57 @@ To train the model, [cocoapi](https://github.com/cocodataset/cocoapi) is needed. # not to install the COCO API into global site-packages python2 setup.py install --user -After data preparation, one can start the training step by: +数据准备完毕后，可以通过如下的方式启动训练： - Faster RCNN ``` - python train.py \ + python -m paddle.distributed.launch --selected_gpus=0,1,2,3,4,5,6,7 --log_dir ./mylog train_dyg.py \ --model_save_dir=output/ \ --pretrained_model=${path_to_pretrain_model} \ - --data_dir=${path_to_data} \ - --MASK_ON=False + --data_dir=${path_to_data} ``` - Mask RCNN ``` - python train.py \ + python -m paddle.distributed.launch --selected_gpus=0,1,2,3,4,5,6,7 --log_dir ./mylog train_dyg.py \ --model_save_dir=output/ \ --pretrained_model=${path_to_pretrain_model} \ --data_dir=${path_to_data} \ - --MASK_ON=True + --MASK_ON=True\ + --roi_func=RoIAlign ``` - - Set ```export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7``` to specifiy 8 GPU to train. - - Set ```MASK_ON``` to choose Faster RCNN or Mask RCNN model. - - Set ```parallel``` to False to replace [fluid.ParallelExecutor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#parallelexecutor) to [fluid.Executor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#executor) when running the program in the Windows & GPU environment. - - For more help on arguments: + - 通过设置export CUDA\_VISIBLE\_DEVICES=0,1,2,3,4,5,6,7指定8卡GPU训练。 + - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 + - 使用Windows GPU环境的用户，需要设置```parallel```为False，将[fluid.ParallelExecutor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#parallelexecutor)替换为[fluid.Executor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#executor)。 + - 可选参数见： - python train.py --help + python train_dyg.py --help -**data reader introduction:** +**数据读取器说明：** 数据读取器定义在reader.py中。所有图像将短边等比例缩放至`scales`，若长边大于`max_size`, 则再次将长边等比例缩放至`max_size`。在训练阶段，对图像采用水平翻转。支持将同一个batch内的图像padding为相同尺寸。 -* Data reader is defined in `reader.py`. -* Scaling the short side of all images to `scales`. If the long side is larger than `max_size`, then scaling the long side to `max_size`. -* In training stage, images are horizontally flipped. -* Images in the same batch can be padding to the same size. +**模型设置：** -**model configuration:** +* 分别使用RoIAlign和RoIPool两种方法。 +* 训练过程pre\_nms=12000, post\_nms=2000，测试过程pre\_nms=6000, post\_nms=1000。nms阈值为0.7。 +* RPN网络得到labels的过程中，fg\_fraction=0.25，fg\_thresh=0.5，bg\_thresh_hi=0.5，bg\_thresh\_lo=0.0 +* RPN选择anchor时，rpn\_fg\_fraction=0.5，rpn\_positive\_overlap=0.7，rpn\_negative\_overlap=0.3 -* Use RoIAlign and RoIPool separately. -* NMS threshold=0.7. During training, pre\_nms=12000, post\_nms=2000; during test, pre\_nms=6000, post\_nms=1000. -* In generating proposal lables, fg\_fraction=0.25, fg\_thresh=0.5, bg\_thresh_hi=0.5, bg\_thresh\_lo=0.0. -* In rpn target assignment, rpn\_fg\_fraction=0.5, rpn\_positive\_overlap=0.7, rpn\_negative\_overlap=0.3. -**training strategy:** +**训练策略：** -* Use momentum optimizer with momentum=0.9. -* Weight decay is 0.0001. -* In first 500 iteration, the learning rate increases linearly from 0.00333 to 0.01. Then lr is decayed at 120000, 160000 iteration with multiplier 0.1, 0.01. The maximum iteration is 180000. Also, we released a 2x model which has 360000 iterations and lr is decayed at 240000, 320000. These configuration can be set by max_iter and lr_steps in config.py. -* Set the learning rate of bias to two times as global lr in non basic convolutional layers. -* In basic convolutional layers, parameters of affine layers and res body do not update. +* 采用momentum优化算法训练，momentum=0.9。 +* 权重衰减系数为0.0001，前500轮学习率从0.00333线性增加至0.01。在120000，160000轮时使用0.1,0.01乘子进行学习率衰减，最大训练180000轮。同时我们也提供了2x模型，该模型采用更多的迭代轮数进行训练，训练360000轮，学习率在240000，320000轮衰减，其他参数不变，训练最大轮数和学习率策略可以在config.py中对max_iter和lr_steps进行设置。 +* 非基础卷积层卷积bias学习率为整体学习率2倍。 +* 基础卷积层中，affine_layers参数不更新，res2层参数不更新。 -## Evaluation +## 模型评估 -Evaluation is to evaluate the performance of a trained model. This sample provides `eval_coco_map.py` which uses a COCO-specific mAP metric defined by [COCO committee](http://cocodataset.org/#detections-eval). +模型评估是指对训练完毕的模型评估各类性能指标。本示例采用[COCO官方评估](http://cocodataset.org/#detections-eval) -`eval_coco_map.py` is the main executor for evalution, one can start evalution step by: +`eval_coco_map.py`是评估模块的主要执行程序，调用示例如下： - Faster RCNN @@ -151,41 +149,44 @@ Evaluation is to evaluate the performance of a trained model. This sample provid ``` python eval_coco_map.py \ --dataset=coco2017 \ - --pretrained_model=${path_to_trainde_model} \ - --MASK_ON=True + --pretrained_model=${path_to_trained_model} \ + --MASK_ON=True \ + --roi_func=RoIAlign ``` - - Set ```--pretrained_model=${path_to_trained_model}``` to specifiy the trained model, not the initialized model. - - Set ```export CUDA_VISIBLE_DEVICES=0``` to specifiy one GPU to eval. - - Set ```MASK_ON``` to choose Faster RCNN or Mask RCNN model. + - 通过设置`--pretrained_model=${path_to_trained_model}`指定训练好的模型，注意只写前缀，不包括扩展名。 + - 通过设置`export CUDA\_VISIBLE\_DEVICES=0`指定单卡GPU评估。 + - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 -Evalutaion result is shown as below: +下表为模型评估结果： -Faster RCNN: +Faster RCNN -| Model | RoI function | Batch size | Max iteration | mAP | +| 模型 | RoI处理方式 | 批量大小 | 迭代次数 | mAP | | :--------------- | :--------: | :------------: | :------------------: |------: | | [Fluid RoIPool minibatch padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_minibatch_padding.tar.gz) | RoIPool | 8 | 180000 | 0.316 | | [Fluid RoIPool no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_no_padding.tar.gz) | RoIPool | 8 | 180000 | 0.318 | | [Fluid RoIAlign no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding.tar.gz) | RoIAlign | 8 | 180000 | 0.348 | | [Fluid RoIAlign no padding 2x](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding_2x.tar.gz) | RoIAlign | 8 | 360000 | 0.367 | -* Fluid RoIPool minibatch padding: Use RoIPool. Images in one batch padding to the same size. This method is same as detectron. -* Fluid RoIPool no padding: Images without padding. -* Fluid RoIAlign no padding: Images without padding. -* Fluid RoIAlign no padding 2x: Images without padding, train for 360000 iterations, learning rate is decayed at 240000, 320000. + + +* Fluid RoIPool minibatch padding: 使用RoIPool，同一个batch内的图像填充为相同尺寸。该方法与detectron处理相同。 +* Fluid RoIPool no padding: 使用RoIPool，不对图像做填充处理。 +* Fluid RoIAlign no padding: 使用RoIAlign，不对图像做填充处理。 +* Fluid RoIAlign no padding 2x: 使用RoIAlign，不对图像做填充处理。训练360000轮，学习率在240000，320000轮衰减。 Mask RCNN: -| Model | Batch size | Max iteration | box mAP | mask mAP | +| 模型 | 批量大小 | 迭代次数 | box mAP | mask mAP | | :--------------- | :--------: | :------------: | :--------: |------: | -| [Fluid mask no padding](https://paddlemodels.bj.bcebos.com/faster_rcnn/Fluid_mask_no_padding.tar.gz) | 8 | 180000 | 0.359 | 0.314 | +| [Fluid mask no padding](https://paddlemodels.bj.bcebos.com/faster_rcnn/Fluid_mask_no_padding.tar.gz) | 8 | 180000 | 0.359 | 0.314 | -* Fluid mask no padding: Use RoIAlign. Images without padding. +* Fluid mask no padding: 使用RoIAlign，不对图像做填充处理 -## Inference and Visualization +## 模型推断及可视化 -Inference is used to get prediction score or image features based on trained models. `infer.py` is the main executor for inference, one can start infer step by: +模型推断可以获取图像中的物体及其对应的类别，`infer.py`是主要执行程序，调用示例如下： ``` python infer.py \ @@ -194,17 +195,17 @@ python infer.py \ --draw_threshold=0.6 ``` -Please set the model path and image path correctly. GPU device is used by default, you can set `--use_gpu=False` to switch to CPU device. And you can set `draw_threshold` to tune score threshold to control the number of output detection boxes. +注意，请正确设置模型路径`${path_to_trained_model}`和预测图片路径。默认使用GPU设备，也可通过设置`--use_gpu=False`使用CPU设备。可通过设置`draw_threshold`调节得分阈值控制检测框的个数。 -Visualization of infer result is shown as below: +下图为模型可视化预测结果：


-Faster RCNN Visualization Examples +Faster RCNN 预测可视化


-Mask RCNN Visualization Examples +Mask RCNN 预测可视化

diff --git a/dygraph/rcnn/README_cn.md b/dygraph/rcnn/README_cn.md deleted file mode 100755 index 671ce4f570e752b38bf07fc2485402ac8e49ce43..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/README_cn.md +++ /dev/null @@ -1,208 +0,0 @@ -# RCNN 系列目标检测 - ---- -## 内容 - -- [安装](#安装) -- [简介](#简介) -- [数据准备](#数据准备) -- [模型训练](#模型训练) -- [模型评估](#模型评估) -- [模型推断及可视化](#模型推断及可视化) - -## 安装 - -在当前目录下运行样例代码需要PadddlePaddle Fluid的v.1.3.0或以上的版本。如果你的运行环境中的PaddlePaddle低于此版本，请根据[安装文档](http://www.paddlepaddle.org/)中的说明来更新PaddlePaddle。 - -## 简介 -区域卷积神经网络（RCNN）系列模型为两阶段目标检测器。通过对图像生成候选区域，提取特征，判别特征类别并修正候选框位置。 -RCNN系列目前包含两个代表模型：Faster RCNN，Mask RCNN - -[Faster RCNN](https://arxiv.org/abs/1506.01497) 整体网络可以分为4个主要内容： - -1. 基础卷积层。作为一种卷积神经网络目标检测方法，Faster RCNN首先使用一组基础的卷积网络提取图像的特征图。特征图被后续RPN层和全连接层共享。本示例采用[ResNet-50](https://arxiv.org/abs/1512.03385)作为基础卷积层。 -2. 区域生成网络(RPN)。RPN网络用于生成候选区域(proposals)。该层通过一组固定的尺寸和比例得到一组锚点(anchors), 通过softmax判断锚点属于前景或者背景，再利用区域回归修正锚点从而获得精确的候选区域。 -3. RoI Align。该层收集输入的特征图和候选区域，将候选区域映射到特征图中并池化为统一大小的区域特征图，送入全连接层判定目标类别, 该层可选用RoIPool和RoIAlign两种方式，在config.py中设置roi\_func。 -4. 检测层。利用区域特征图计算候选区域的类别，同时再次通过区域回归获得检测框最终的精确位置。 - -[Mask RCNN](https://arxiv.org/abs/1703.06870) 扩展自Faster RCNN，是经典的实例分割模型。 - -Mask RCNN同样为两阶段框架，第一阶段扫描图像生成候选框；第二阶段根据候选框得到分类结果，边界框，同时在原有Faster RCNN模型基础上添加分割分支，得到掩码结果，实现了掩码和类别预测关系的解藕。 - - -## 数据准备 - -在[MS-COCO数据集](http://cocodataset.org/#download)上进行训练，通过如下方式下载数据集。 - - cd dataset/coco - ./download.sh - -数据目录结构如下： - -``` -data/coco/ -├── annotations -│   ├── instances_train2014.json -│   ├── instances_train2017.json -│   ├── instances_val2014.json -│   ├── instances_val2017.json -| ... -├── train2017 -│   ├── 000000000009.jpg -│   ├── 000000580008.jpg -| ... -├── val2017 -│   ├── 000000000139.jpg -│   ├── 000000000285.jpg -| ... - -``` - -## 模型训练 - -**下载预训练模型：** 本示例提供Resnet-50预训练模型，该模性转换自Caffe，并对批标准化层(Batch Normalization Layer)进行参数融合。采用如下命令下载预训练模型： - - sh ./pretrained/download.sh - -通过初始化`pretrained_model` 加载预训练模型。同时在参数微调时也采用该设置加载已训练模型。 -请在训练前确认预训练模型下载与加载正确，否则训练过程中损失可能会出现NAN。 - -**安装[cocoapi](https://github.com/cocodataset/cocoapi)：** - -训练前需要首先下载[cocoapi](https://github.com/cocodataset/cocoapi)： - - git clone https://github.com/cocodataset/cocoapi.git - cd cocoapi/PythonAPI - # if cython is not installed - pip install Cython - # Install into global site-packages - make install - # Alternatively, if you do not have permissions or prefer - # not to install the COCO API into global site-packages - python2 setup.py install --user - -数据准备完毕后，可以通过如下的方式启动训练： - -- Faster RCNN - - ``` - python train.py \ - --model_save_dir=output/ \ - --pretrained_model=${path_to_pretrain_model} \ - --data_dir=${path_to_data} \ - --MASK_ON=False - ``` - -- Mask RCNN - - ``` - python train.py \ - --model_save_dir=output/ \ - --pretrained_model=${path_to_pretrain_model} \ - --data_dir=${path_to_data} \ - --MASK_ON=True - ``` - - - 通过设置export CUDA\_VISIBLE\_DEVICES=0,1,2,3,4,5,6,7指定8卡GPU训练。 - - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 - - 使用Windows GPU环境的用户，需要设置```parallel```为False，将[fluid.ParallelExecutor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#parallelexecutor)替换为[fluid.Executor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#executor)。 - - 可选参数见： - - python train.py --help - -**数据读取器说明：** 数据读取器定义在reader.py中。所有图像将短边等比例缩放至`scales`，若长边大于`max_size`, 则再次将长边等比例缩放至`max_size`。在训练阶段，对图像采用水平翻转。支持将同一个batch内的图像padding为相同尺寸。 - -**模型设置：** - -* 分别使用RoIAlign和RoIPool两种方法。 -* 训练过程pre\_nms=12000, post\_nms=2000，测试过程pre\_nms=6000, post\_nms=1000。nms阈值为0.7。 -* RPN网络得到labels的过程中，fg\_fraction=0.25，fg\_thresh=0.5，bg\_thresh_hi=0.5，bg\_thresh\_lo=0.0 -* RPN选择anchor时，rpn\_fg\_fraction=0.5，rpn\_positive\_overlap=0.7，rpn\_negative\_overlap=0.3 - - -**训练策略：** - -* 采用momentum优化算法训练，momentum=0.9。 -* 权重衰减系数为0.0001，前500轮学习率从0.00333线性增加至0.01。在120000，160000轮时使用0.1,0.01乘子进行学习率衰减，最大训练180000轮。同时我们也提供了2x模型，该模型采用更多的迭代轮数进行训练，训练360000轮，学习率在240000，320000轮衰减，其他参数不变，训练最大轮数和学习率策略可以在config.py中对max_iter和lr_steps进行设置。 -* 非基础卷积层卷积bias学习率为整体学习率2倍。 -* 基础卷积层中，affine_layers参数不更新，res2层参数不更新。 - -## 模型评估 - -模型评估是指对训练完毕的模型评估各类性能指标。本示例采用[COCO官方评估](http://cocodataset.org/#detections-eval) - -`eval_coco_map.py`是评估模块的主要执行程序，调用示例如下： - -- Faster RCNN - - ``` - python eval_coco_map.py \ - --dataset=coco2017 \ - --pretrained_model=${path_to_trained_model} \ - --MASK_ON=False - ``` - -- Mask RCNN - - ``` - python eval_coco_map.py \ - --dataset=coco2017 \ - --pretrained_model=${path_to_trained_model} \ - --MASK_ON=True - ``` - - - 通过设置`--pretrained_model=${path_to_trained_model}`指定训练好的模型，注意不是初始化的模型。 - - 通过设置`export CUDA\_VISIBLE\_DEVICES=0`指定单卡GPU评估。 - - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 - -下表为模型评估结果： - -Faster RCNN - -| 模型 | RoI处理方式 | 批量大小 | 迭代次数 | mAP | -| :--------------- | :--------: | :------------: | :------------------: |------: | -| [Fluid RoIPool minibatch padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_minibatch_padding.tar.gz) | RoIPool | 8 | 180000 | 0.316 | -| [Fluid RoIPool no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_no_padding.tar.gz) | RoIPool | 8 | 180000 | 0.318 | -| [Fluid RoIAlign no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding.tar.gz) | RoIAlign | 8 | 180000 | 0.348 | -| [Fluid RoIAlign no padding 2x](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding_2x.tar.gz) | RoIAlign | 8 | 360000 | 0.367 | - - - -* Fluid RoIPool minibatch padding: 使用RoIPool，同一个batch内的图像填充为相同尺寸。该方法与detectron处理相同。 -* Fluid RoIPool no padding: 使用RoIPool，不对图像做填充处理。 -* Fluid RoIAlign no padding: 使用RoIAlign，不对图像做填充处理。 -* Fluid RoIAlign no padding 2x: 使用RoIAlign，不对图像做填充处理。训练360000轮，学习率在240000，320000轮衰减。 - -Mask RCNN: - -| 模型 | 批量大小 | 迭代次数 | box mAP | mask mAP | -| :--------------- | :--------: | :------------: | :--------: |------: | -| [Fluid mask no padding](https://paddlemodels.bj.bcebos.com/faster_rcnn/Fluid_mask_no_padding.tar.gz) | 8 | 180000 | 0.359 | 0.314 | - -* Fluid mask no padding: 使用RoIAlign，不对图像做填充处理 - -## 模型推断及可视化 - -模型推断可以获取图像中的物体及其对应的类别，`infer.py`是主要执行程序，调用示例如下： - -``` -python infer.py \ - --pretrained_model=${path_to_trained_model} \ - --image_path=dataset/coco/val2017/000000000139.jpg \ - --draw_threshold=0.6 -``` - -注意，请正确设置模型路径`${path_to_trained_model}`和预测图片路径。默认使用GPU设备，也可通过设置`--use_gpu=False`使用CPU设备。可通过设置`draw_threshold`调节得分阈值控制检测框的个数。 - -下图为模型可视化预测结果： -

- -
-Faster RCNN 预测可视化 -

- -

- -
-Mask RCNN 预测可视化 -

diff --git a/dygraph/rcnn/README_dygraph.md b/dygraph/rcnn/README_dygraph.md deleted file mode 100755 index b7463fe8dcfc985f1a09f5e63a604770014937ff..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/README_dygraph.md +++ /dev/null @@ -1,211 +0,0 @@ -# RCNN 系列目标检测 - ---- -## 内容 - -- [安装](#安装) -- [简介](#简介) -- [数据准备](#数据准备) -- [模型训练](#模型训练) -- [模型评估](#模型评估) -- [模型推断及可视化](#模型推断及可视化) - -## 安装 - -1.在当前目录下运行样例代码需要编译安装分支(https://github.com/FDInSky/Paddle/tree/dyg_detf) - -2.通过pip安装必要Python库，包括numba。 - -## 简介 -区域卷积神经网络（RCNN）系列模型为两阶段目标检测器。通过对图像生成候选区域，提取特征，判别特征类别并修正候选框位置。 -RCNN系列目前包含两个代表模型：Faster RCNN，Mask RCNN - -[Faster RCNN](https://arxiv.org/abs/1506.01497) 整体网络可以分为4个主要内容： - -1. 基础卷积层。作为一种卷积神经网络目标检测方法，Faster RCNN首先使用一组基础的卷积网络提取图像的特征图。特征图被后续RPN层和全连接层共享。本示例采用[ResNet-50](https://arxiv.org/abs/1512.03385)作为基础卷积层。 -2. 区域生成网络(RPN)。RPN网络用于生成候选区域(proposals)。该层通过一组固定的尺寸和比例得到一组锚点(anchors), 通过softmax判断锚点属于前景或者背景，再利用区域回归修正锚点从而获得精确的候选区域。 -3. RoI Align。该层收集输入的特征图和候选区域，将候选区域映射到特征图中并池化为统一大小的区域特征图，送入全连接层判定目标类别, 该层可选用RoIPool和RoIAlign两种方式，在config.py中设置roi\_func。 -4. 检测层。利用区域特征图计算候选区域的类别，同时再次通过区域回归获得检测框最终的精确位置。 - -[Mask RCNN](https://arxiv.org/abs/1703.06870) 扩展自Faster RCNN，是经典的实例分割模型。 - -Mask RCNN同样为两阶段框架，第一阶段扫描图像生成候选框；第二阶段根据候选框得到分类结果，边界框，同时在原有Faster RCNN模型基础上添加分割分支，得到掩码结果，实现了掩码和类别预测关系的解藕。 - - -## 数据准备 - -在[MS-COCO数据集](http://cocodataset.org/#download)上进行训练，通过如下方式下载数据集。 - - cd dataset/coco - ./download.sh - -数据目录结构如下： - -``` -data/coco/ -├── annotations -│   ├── instances_train2014.json -│   ├── instances_train2017.json -│   ├── instances_val2014.json -│   ├── instances_val2017.json -| ... -├── train2017 -│   ├── 000000000009.jpg -│   ├── 000000580008.jpg -| ... -├── val2017 -│   ├── 000000000139.jpg -│   ├── 000000000285.jpg -| ... - -``` - -## 模型训练 - -**下载预训练模型：** 本示例提供Resnet-50预训练模型，该模性转换自Caffe，并对批标准化层(Batch Normalization Layer)进行参数融合。采用如下命令下载预训练模型： - - sh ./pretrained/download.sh - -通过初始化`pretrained_model` 加载预训练模型。同时在参数微调时也采用该设置加载已训练模型。 -请在训练前确认预训练模型下载与加载正确，否则训练过程中损失可能会出现NAN。 - -**安装[cocoapi](https://github.com/cocodataset/cocoapi)：** - -训练前需要首先下载[cocoapi](https://github.com/cocodataset/cocoapi)： - - git clone https://github.com/cocodataset/cocoapi.git - cd cocoapi/PythonAPI - # if cython is not installed - pip install Cython - # Install into global site-packages - make install - # Alternatively, if you do not have permissions or prefer - # not to install the COCO API into global site-packages - python2 setup.py install --user - -数据准备完毕后，可以通过如下的方式启动训练： - -- Faster RCNN - - ``` - python -m paddle.distributed.launch --selected_gpus=0,1,2,3,4,5,6,7 --log_dir ./mylog train_dyg.py \ - --model_save_dir=output/ \ - --pretrained_model=${path_to_pretrain_model} \ - --data_dir=${path_to_data} - ``` - -- Mask RCNN - - ``` - python -m paddle.distributed.launch --selected_gpus=0,1,2,3,4,5,6,7 --log_dir ./mylog train_dyg.py \ - --model_save_dir=output/ \ - --pretrained_model=${path_to_pretrain_model} \ - --data_dir=${path_to_data} \ - --MASK_ON=True\ - --roi_func=RoIAlign - ``` - - - 通过设置export CUDA\_VISIBLE\_DEVICES=0,1,2,3,4,5,6,7指定8卡GPU训练。 - - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 - - 使用Windows GPU环境的用户，需要设置```parallel```为False，将[fluid.ParallelExecutor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#parallelexecutor)替换为[fluid.Executor](http://paddlepaddle.org/documentation/docs/zh/1.4/api_cn/fluid_cn.html#executor)。 - - 可选参数见： - - python train_dyg.py --help - -**数据读取器说明：** 数据读取器定义在reader.py中。所有图像将短边等比例缩放至`scales`，若长边大于`max_size`, 则再次将长边等比例缩放至`max_size`。在训练阶段，对图像采用水平翻转。支持将同一个batch内的图像padding为相同尺寸。 - -**模型设置：** - -* 分别使用RoIAlign和RoIPool两种方法。 -* 训练过程pre\_nms=12000, post\_nms=2000，测试过程pre\_nms=6000, post\_nms=1000。nms阈值为0.7。 -* RPN网络得到labels的过程中，fg\_fraction=0.25，fg\_thresh=0.5，bg\_thresh_hi=0.5，bg\_thresh\_lo=0.0 -* RPN选择anchor时，rpn\_fg\_fraction=0.5，rpn\_positive\_overlap=0.7，rpn\_negative\_overlap=0.3 - - -**训练策略：** - -* 采用momentum优化算法训练，momentum=0.9。 -* 权重衰减系数为0.0001，前500轮学习率从0.00333线性增加至0.01。在120000，160000轮时使用0.1,0.01乘子进行学习率衰减，最大训练180000轮。同时我们也提供了2x模型，该模型采用更多的迭代轮数进行训练，训练360000轮，学习率在240000，320000轮衰减，其他参数不变，训练最大轮数和学习率策略可以在config.py中对max_iter和lr_steps进行设置。 -* 非基础卷积层卷积bias学习率为整体学习率2倍。 -* 基础卷积层中，affine_layers参数不更新，res2层参数不更新。 - -## 模型评估 - -模型评估是指对训练完毕的模型评估各类性能指标。本示例采用[COCO官方评估](http://cocodataset.org/#detections-eval) - -`eval_coco_map.py`是评估模块的主要执行程序，调用示例如下： - -- Faster RCNN - - ``` - python eval_coco_map.py \ - --dataset=coco2017 \ - --pretrained_model=${path_to_trained_model} \ - --MASK_ON=False - ``` - -- Mask RCNN - - ``` - python eval_coco_map.py \ - --dataset=coco2017 \ - --pretrained_model=${path_to_trained_model} \ - --MASK_ON=True \ - --roi_func=RoIAlign - ``` - - - 通过设置`--pretrained_model=${path_to_trained_model}`指定训练好的模型，注意只写前缀，不包括扩展名。 - - 通过设置`export CUDA\_VISIBLE\_DEVICES=0`指定单卡GPU评估。 - - 通过设置```MASK_ON```选择Faster RCNN和Mask RCNN模型。 - -下表为模型评估结果： - -Faster RCNN - -| 模型 | RoI处理方式 | 批量大小 | 迭代次数 | mAP | -| :--------------- | :--------: | :------------: | :------------------: |------: | -| [Fluid RoIPool minibatch padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_minibatch_padding.tar.gz) | RoIPool | 8 | 180000 | 0.316 | -| [Fluid RoIPool no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_pool_no_padding.tar.gz) | RoIPool | 8 | 180000 | 0.318 | -| [Fluid RoIAlign no padding](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding.tar.gz) | RoIAlign | 8 | 180000 | 0.348 | -| [Fluid RoIAlign no padding 2x](http://paddlemodels.bj.bcebos.com/faster_rcnn/model_align_no_padding_2x.tar.gz) | RoIAlign | 8 | 360000 | 0.367 | - - - -* Fluid RoIPool minibatch padding: 使用RoIPool，同一个batch内的图像填充为相同尺寸。该方法与detectron处理相同。 -* Fluid RoIPool no padding: 使用RoIPool，不对图像做填充处理。 -* Fluid RoIAlign no padding: 使用RoIAlign，不对图像做填充处理。 -* Fluid RoIAlign no padding 2x: 使用RoIAlign，不对图像做填充处理。训练360000轮，学习率在240000，320000轮衰减。 - -Mask RCNN: - -| 模型 | 批量大小 | 迭代次数 | box mAP | mask mAP | -| :--------------- | :--------: | :------------: | :--------: |------: | -| [Fluid mask no padding](https://paddlemodels.bj.bcebos.com/faster_rcnn/Fluid_mask_no_padding.tar.gz) | 8 | 180000 | 0.359 | 0.314 | - -* Fluid mask no padding: 使用RoIAlign，不对图像做填充处理 - -## 模型推断及可视化 - -模型推断可以获取图像中的物体及其对应的类别，`infer.py`是主要执行程序，调用示例如下： - -``` -python infer.py \ - --pretrained_model=${path_to_trained_model} \ - --image_path=dataset/coco/val2017/000000000139.jpg \ - --draw_threshold=0.6 -``` - -注意，请正确设置模型路径`${path_to_trained_model}`和预测图片路径。默认使用GPU设备，也可通过设置`--use_gpu=False`使用CPU设备。可通过设置`draw_threshold`调节得分阈值控制检测框的个数。 - -下图为模型可视化预测结果： -

- -
-Faster RCNN 预测可视化 -

- -

- -
-Mask RCNN 预测可视化 -

diff --git a/dygraph/rcnn/models/dyg/cyops/bbox.c b/dygraph/rcnn/models/dyg/cyops/bbox.c deleted file mode 100644 index f8d001ff88627cbf5ea17cf3c4a223b36642093c..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/models/dyg/cyops/bbox.c +++ /dev/null @@ -1,12832 +0,0 @@ -/* Generated by Cython 0.29.14 */ - -/* BEGIN: Cython Metadata -{ - "distutils": { - "depends": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/arrayobject.h", - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/ufuncobject.h" - ], - "extra_compile_args": [ - "-Wno-cpp" - ], - "include_dirs": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include" - ], - "name": "cyops.bbox", - "sources": [ - "cyops/bbox.pyx" - ] - }, - "module_name": "cyops.bbox" -} -END: Cython Metadata */ - -#define PY_SSIZE_T_CLEAN -#include "Python.h" -#ifndef Py_PYTHON_H -#error Python headers needed to compile C extensions, please install development version of Python. -#elif PY_VERSION_HEX < 0x02060000 || \ - (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) -#error Cython requires Python 2.6+ or Python 3.3+. -#else -#define CYTHON_ABI "0_29_14" -#define CYTHON_HEX_VERSION 0x001D0EF0 -#define CYTHON_FUTURE_DIVISION 0 -#include -#ifndef offsetof -#define offsetof(type, member) ((size_t) & ((type *)0)->member) -#endif -#if !defined(WIN32) && !defined(MS_WINDOWS) -#ifndef __stdcall -#define __stdcall -#endif -#ifndef __cdecl -#define __cdecl -#endif -#ifndef __fastcall -#define __fastcall -#endif -#endif -#ifndef DL_IMPORT -#define DL_IMPORT(t) t -#endif -#ifndef DL_EXPORT -#define DL_EXPORT(t) t -#endif -#define __PYX_COMMA , -#ifndef HAVE_LONG_LONG -#if PY_VERSION_HEX >= 0x02070000 -#define HAVE_LONG_LONG -#endif -#endif -#ifndef PY_LONG_LONG -#define PY_LONG_LONG LONG_LONG -#endif -#ifndef Py_HUGE_VAL -#define Py_HUGE_VAL HUGE_VAL -#endif -#ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#undef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 0 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#if PY_VERSION_HEX < 0x03050000 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#undef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#undef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 1 -#undef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 0 -#undef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 0 -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#elif defined(PYSTON_VERSION) -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#elif !defined(CYTHON_USE_PYTYPE_LOOKUP) -#define CYTHON_USE_PYTYPE_LOOKUP 1 -#endif -#if PY_MAJOR_VERSION < 3 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#elif !defined(CYTHON_USE_PYLONG_INTERNALS) -#define CYTHON_USE_PYLONG_INTERNALS 1 -#endif -#ifndef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 1 -#endif -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#if PY_VERSION_HEX < 0x030300F0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#elif !defined(CYTHON_USE_UNICODE_WRITER) -#define CYTHON_USE_UNICODE_WRITER 1 -#endif -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#ifndef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 1 -#endif -#ifndef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 1 -#endif -#ifndef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) -#endif -#ifndef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) -#endif -#ifndef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) -#endif -#ifndef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) -#endif -#endif -#if !defined(CYTHON_FAST_PYCCALL) -#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) -#endif -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#undef SHIFT -#undef BASE -#undef MASK -#ifdef SIZEOF_VOID_P -enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void *)) }; -#endif -#endif -#ifndef __has_attribute -#define __has_attribute(x) 0 -#endif -#ifndef __has_cpp_attribute -#define __has_cpp_attribute(x) 0 -#endif -#ifndef CYTHON_RESTRICT -#if defined(__GNUC__) -#define CYTHON_RESTRICT __restrict__ -#elif defined(_MSC_VER) && _MSC_VER >= 1400 -#define CYTHON_RESTRICT __restrict -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_RESTRICT restrict -#else -#define CYTHON_RESTRICT -#endif -#endif -#ifndef CYTHON_UNUSED -#if defined(__GNUC__) -#if !(defined(__cplusplus)) || \ - (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#endif -#ifndef CYTHON_MAYBE_UNUSED_VAR -#if defined(__cplusplus) -template -void CYTHON_MAYBE_UNUSED_VAR(const T &) {} -#else -#define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) -#endif -#endif -#ifndef CYTHON_NCP_UNUSED -#if CYTHON_COMPILING_IN_CPYTHON -#define CYTHON_NCP_UNUSED -#else -#define CYTHON_NCP_UNUSED CYTHON_UNUSED -#endif -#endif -#define __Pyx_void_to_None(void_result) \ - ((void)(void_result), Py_INCREF(Py_None), Py_None) -#ifdef _MSC_VER -#ifndef _MSC_STDINT_H_ -#if _MSC_VER < 1300 -typedef unsigned char uint8_t; -typedef unsigned int uint32_t; -#else -typedef unsigned __int8 uint8_t; -typedef unsigned __int32 uint32_t; -#endif -#endif -#else -#include -#endif -#ifndef CYTHON_FALLTHROUGH -#if defined(__cplusplus) && __cplusplus >= 201103L -#if __has_cpp_attribute(fallthrough) -#define CYTHON_FALLTHROUGH [[fallthrough]] -#elif __has_cpp_attribute(clang::fallthrough) -#define CYTHON_FALLTHROUGH [[clang::fallthrough]] -#elif __has_cpp_attribute(gnu::fallthrough) -#define CYTHON_FALLTHROUGH [[gnu::fallthrough]] -#endif -#endif -#ifndef CYTHON_FALLTHROUGH -#if __has_attribute(fallthrough) -#define CYTHON_FALLTHROUGH __attribute__((fallthrough)) -#else -#define CYTHON_FALLTHROUGH -#endif -#endif -#if defined(__clang__) && defined(__apple_build_version__) -#if __apple_build_version__ < 7000000 -#undef CYTHON_FALLTHROUGH -#define CYTHON_FALLTHROUGH -#endif -#endif -#endif - -#ifndef CYTHON_INLINE -#if defined(__clang__) -#define CYTHON_INLINE __inline__ __attribute__((__unused__)) -#elif defined(__GNUC__) -#define CYTHON_INLINE __inline__ -#elif defined(_MSC_VER) -#define CYTHON_INLINE __inline -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_INLINE inline -#else -#define CYTHON_INLINE -#endif -#endif - -#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && \ - !defined(Py_OptimizeFlag) -#define Py_OptimizeFlag 0 -#endif -#define __PYX_BUILD_PY_SSIZE_T "n" -#define CYTHON_FORMAT_SSIZE_T "z" -#if PY_MAJOR_VERSION < 3 -#define __Pyx_BUILTIN_MODULE_NAME "__builtin__" -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a + k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#define __Pyx_DefaultClassType PyClass_Type -#else -#define __Pyx_BUILTIN_MODULE_NAME "builtins" -#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2 -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#else -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#endif -#define __Pyx_DefaultClassType PyType_Type -#endif -#ifndef Py_TPFLAGS_CHECKTYPES -#define Py_TPFLAGS_CHECKTYPES 0 -#endif -#ifndef Py_TPFLAGS_HAVE_INDEX -#define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#ifndef Py_TPFLAGS_HAVE_NEWBUFFER -#define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#ifndef Py_TPFLAGS_HAVE_FINALIZE -#define Py_TPFLAGS_HAVE_FINALIZE 0 -#endif -#ifndef METH_STACKLESS -#define METH_STACKLESS 0 -#endif -#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) -#ifndef METH_FASTCALL -#define METH_FASTCALL 0x80 -#endif -typedef PyObject *(*__Pyx_PyCFunctionFast)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs); -typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs, - PyObject *kwnames); -#else -#define __Pyx_PyCFunctionFast _PyCFunctionFast -#define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords -#endif -#if CYTHON_FAST_PYCCALL -#define __Pyx_PyFastCFunction_Check(func) \ - ((PyCFunction_Check(func) && \ - (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & \ - ~(METH_CLASS | METH_STATIC | METH_COEXIST | \ - METH_KEYWORDS | METH_STACKLESS))))) -#else -#define __Pyx_PyFastCFunction_Check(func) 0 -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) -#define PyObject_Malloc(s) PyMem_Malloc(s) -#define PyObject_Free(p) PyMem_Free(p) -#define PyObject_Realloc(p) PyMem_Realloc(p) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 -#define PyMem_RawMalloc(n) PyMem_Malloc(n) -#define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) -#define PyMem_RawFree(p) PyMem_Free(p) -#endif -#if CYTHON_COMPILING_IN_PYSTON -#define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) \ - PyFrame_SetLineNumber(frame, lineno) -#else -#define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) -#endif -#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#elif PY_VERSION_HEX >= 0x03060000 -#define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() -#elif PY_VERSION_HEX >= 0x03000000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#else -#define __Pyx_PyThreadState_Current _PyThreadState_Current -#endif -#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && \ - !defined(Py_tss_NEEDS_INIT) -#include "pythread.h" -#define Py_tss_NEEDS_INIT 0 -typedef int Py_tss_t; -static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { - *key = PyThread_create_key(); - return 0; -} -static CYTHON_INLINE Py_tss_t *PyThread_tss_alloc(void) { - Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); - *key = Py_tss_NEEDS_INIT; - return key; -} -static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { - PyObject_Free(key); -} -static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { - return *key != Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { - PyThread_delete_key(*key); - *key = Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { - return PyThread_set_key_value(*key, value); -} -static CYTHON_INLINE void *PyThread_tss_get(Py_tss_t *key) { - return PyThread_get_key_value(*key); -} -#endif -#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) -#define __Pyx_PyDict_NewPresized(n) \ - ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) -#else -#define __Pyx_PyDict_NewPresized(n) PyDict_New() -#endif -#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION -#define __Pyx_PyNumber_Divide(x, y) PyNumber_TrueDivide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceTrueDivide(x, y) -#else -#define __Pyx_PyNumber_Divide(x, y) PyNumber_Divide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceDivide(x, y) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && \ - CYTHON_USE_UNICODE_INTERNALS -#define __Pyx_PyDict_GetItemStr(dict, name) \ - _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *)name)->hash) -#else -#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) -#define CYTHON_PEP393_ENABLED 1 -#define __Pyx_PyUnicode_READY(op) \ - (likely(PyUnicode_IS_READY(op)) ? 0 : _PyUnicode_Ready((PyObject *)(op))) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) -#define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) -#define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) -#define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) -#define __Pyx_PyUnicode_IS_TRUE(u) \ - (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) \ - : PyUnicode_GET_SIZE(u))) -#else -#define CYTHON_PEP393_ENABLED 0 -#define PyUnicode_1BYTE_KIND 1 -#define PyUnicode_2BYTE_KIND 2 -#define PyUnicode_4BYTE_KIND 4 -#define __Pyx_PyUnicode_READY(op) (0) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) \ - ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) -#define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) -#define __Pyx_PyUnicode_DATA(u) ((void *)PyUnicode_AS_UNICODE(u)) -#define __Pyx_PyUnicode_READ(k, d, i) \ - ((void)(k), (Py_UCS4)(((Py_UNICODE *)d)[i])) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) \ - (((void)(k)), ((Py_UNICODE *)d)[i] = ch) -#define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) -#endif -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) -#else -#define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) \ - ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) \ - ? PyNumber_Add(a, b) \ - : __Pyx_PyUnicode_Concat(a, b)) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) -#define PyUnicode_Contains(u, s) PySequence_Contains(u, s) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) -#define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) -#define PyObject_Format(obj, fmt) \ - PyObject_CallMethod(obj, "__format__", "O", fmt) -#endif -#define __Pyx_PyString_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyString_Check(b) && !PyString_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : __Pyx_PyString_Format(a, b)) -#define __Pyx_PyUnicode_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : PyUnicode_Format(a, b)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) -#else -#define __Pyx_PyString_Format(a, b) PyString_Format(a, b) -#endif -#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) -#define PyObject_ASCII(o) PyObject_Repr(o) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBaseString_Type PyUnicode_Type -#define PyStringObject PyUnicodeObject -#define PyString_Type PyUnicode_Type -#define PyString_Check PyUnicode_Check -#define PyString_CheckExact PyUnicode_CheckExact -#define PyObject_Unicode PyObject_Str -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) -#define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) -#else -#define __Pyx_PyBaseString_Check(obj) \ - (PyString_Check(obj) || PyUnicode_Check(obj)) -#define __Pyx_PyBaseString_CheckExact(obj) \ - (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) -#endif -#ifndef PySet_CheckExact -#define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif -#if CYTHON_ASSUME_SAFE_MACROS -#define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) -#else -#define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyIntObject PyLongObject -#define PyInt_Type PyLong_Type -#define PyInt_Check(op) PyLong_Check(op) -#define PyInt_CheckExact(op) PyLong_CheckExact(op) -#define PyInt_FromString PyLong_FromString -#define PyInt_FromUnicode PyLong_FromUnicode -#define PyInt_FromLong PyLong_FromLong -#define PyInt_FromSize_t PyLong_FromSize_t -#define PyInt_FromSsize_t PyLong_FromSsize_t -#define PyInt_AsLong PyLong_AsLong -#define PyInt_AS_LONG PyLong_AS_LONG -#define PyInt_AsSsize_t PyLong_AsSsize_t -#define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask -#define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask -#define PyNumber_Int PyNumber_Long -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBoolObject PyLongObject -#endif -#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY -#ifndef PyUnicode_InternFromString -#define PyUnicode_InternFromString(s) PyUnicode_FromString(s) -#endif -#endif -#if PY_VERSION_HEX < 0x030200A4 -typedef long Py_hash_t; -#define __Pyx_PyInt_FromHash_t PyInt_FromLong -#define __Pyx_PyInt_AsHash_t PyInt_AsLong -#else -#define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t -#define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyMethod_New(func, self, klass) \ - ((self) ? PyMethod_New(func, self) : (Py_INCREF(func), func)) -#else -#define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) -#endif -#if CYTHON_USE_ASYNC_SLOTS -#if PY_VERSION_HEX >= 0x030500B1 -#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods -#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) -#else -#define __Pyx_PyType_AsAsync(obj) \ - ((__Pyx_PyAsyncMethodsStruct *)(Py_TYPE(obj)->tp_reserved)) -#endif -#else -#define __Pyx_PyType_AsAsync(obj) NULL -#endif -#ifndef __Pyx_PyAsyncMethodsStruct -typedef struct { - unaryfunc am_await; - unaryfunc am_aiter; - unaryfunc am_anext; -} __Pyx_PyAsyncMethodsStruct; -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#ifdef NAN -#define __PYX_NAN() ((float)NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif -#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) -#define __Pyx_truncl trunc -#else -#define __Pyx_truncl truncl -#endif - - -#define __PYX_ERR(f_index, lineno, Ln_error) \ - { \ - __pyx_filename = __pyx_f[f_index]; \ - __pyx_lineno = lineno; \ - __pyx_clineno = __LINE__; \ - goto Ln_error; \ - } - -#ifndef __PYX_EXTERN_C -#ifdef __cplusplus -#define __PYX_EXTERN_C extern "C" -#else -#define __PYX_EXTERN_C extern -#endif -#endif - -#define __PYX_HAVE__cyops__bbox -#define __PYX_HAVE_API__cyops__bbox -/* Early includes */ -#include -#include -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -typedef struct { - PyObject **p; - const char *s; - const Py_ssize_t n; - const char *encoding; - const char is_unicode; - const char is_str; - const char intern; -} __Pyx_StringTabEntry; - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT \ - (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#define __Pyx_uchar_cast(c) ((unsigned char)c) -#define __Pyx_long_cast(x) ((long)x) -#define __Pyx_fits_Py_ssize_t(v, type, is_signed) \ - ((sizeof(type) < sizeof(Py_ssize_t)) || \ - (sizeof(type) > sizeof(Py_ssize_t) && \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX) && \ - (!is_signed || \ - likely(v > (type)PY_SSIZE_T_MIN || v == (type)PY_SSIZE_T_MIN))) || \ - (sizeof(type) == sizeof(Py_ssize_t) && \ - (is_signed || \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX)))) -static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { - return (size_t)i < (size_t)limit; -} -#if defined(__cplusplus) && __cplusplus >= 201103L -#include -#define __Pyx_sst_abs(value) std::abs(value) -#elif SIZEOF_INT >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) abs(value) -#elif SIZEOF_LONG >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) labs(value) -#elif defined(_MSC_VER) -#define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define __Pyx_sst_abs(value) llabs(value) -#elif defined(__GNUC__) -#define __Pyx_sst_abs(value) __builtin_llabs(value) -#else -#define __Pyx_sst_abs(value) ((value < 0) ? -value : value) -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *); -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *, Py_ssize_t *length); -#define __Pyx_PyByteArray_FromString(s) \ - PyByteArray_FromStringAndSize((const char *)s, strlen((const char *)s)) -#define __Pyx_PyByteArray_FromStringAndSize(s, l) \ - PyByteArray_FromStringAndSize((const char *)s, l) -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *); -#if PY_MAJOR_VERSION < 3 -#define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#else -#define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize -#endif -#define __Pyx_PyBytes_AsWritableString(s) ((char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableSString(s) ((signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableUString(s) \ - ((unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsString(s) ((const char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsSString(s) ((const signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsUString(s) ((const unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyObject_AsWritableString(s) ((char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableSString(s) \ - ((signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableUString(s) \ - ((unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsSString(s) \ - ((const signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsUString(s) \ - ((const unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char *)s) -#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char *)s) -#define __Pyx_PyByteArray_FromCString(s) \ - __Pyx_PyByteArray_FromString((const char *)s) -#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char *)s) -#define __Pyx_PyUnicode_FromCString(s) \ - __Pyx_PyUnicode_FromString((const char *)s) -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { - const Py_UNICODE *u_end = u; - while (*u_end++) - ; - return (size_t)(u_end - u - 1); -} -#define __Pyx_PyUnicode_FromUnicode(u) \ - PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) -#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode -#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode -#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) -#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b); -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *); -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x); -#define __Pyx_PySequence_Tuple(obj) \ - (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t); -#if CYTHON_ASSUME_SAFE_MACROS -#define __pyx_PyFloat_AsDouble(x) \ - (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#else -#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) -#endif -#define __pyx_PyFloat_AsFloat(x) ((float)__pyx_PyFloat_AsDouble(x)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyNumber_Int(x) \ - (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) -#else -#define __Pyx_PyNumber_Int(x) \ - (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) -#endif -#define __Pyx_PyNumber_Float(x) \ - (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII -static int __Pyx_sys_getdefaultencoding_not_ascii; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - PyObject *ascii_chars_u = NULL; - PyObject *ascii_chars_b = NULL; - const char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = - PyObject_CallMethod(sys, (char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - if (strcmp(default_encoding_c, "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - char ascii_chars[128]; - int c; - for (c = 0; c < 128; c++) { - ascii_chars[c] = c; - } - __Pyx_sys_getdefaultencoding_not_ascii = 1; - ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); - if (!ascii_chars_u) goto bad; - ascii_chars_b = - PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || - memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { - PyErr_Format(PyExc_ValueError, - "This module compiled with c_string_encoding=ascii, but " - "default encoding '%.200s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - Py_DECREF(ascii_chars_u); - Py_DECREF(ascii_chars_b); - } - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return -1; -} -#endif -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_DecodeUTF8(c_str, size, NULL) -#else -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -static char *__PYX_DEFAULT_STRING_ENCODING; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = PyObject_CallMethod( - sys, (char *)(const char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - __PYX_DEFAULT_STRING_ENCODING = - (char *)malloc(strlen(default_encoding_c) + 1); - if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -/* Test for GCC > 2.95 */ -#if defined(__GNUC__) && \ - (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) -#define likely(x) __builtin_expect(!!(x), 1) -#define unlikely(x) __builtin_expect(!!(x), 0) -#else /* !__GNUC__ or GCC < 2.95 */ -#define likely(x) (x) -#define unlikely(x) (x) -#endif /* __GNUC__ */ -static CYTHON_INLINE void __Pyx_pretend_to_initialize(void *ptr) { (void)ptr; } - -static PyObject *__pyx_m = NULL; -static PyObject *__pyx_d; -static PyObject *__pyx_b; -static PyObject *__pyx_cython_runtime = NULL; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static PyObject *__pyx_empty_unicode; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char *__pyx_cfilenm = __FILE__; -static const char *__pyx_filename; - -/* Header.proto */ -#if !defined(CYTHON_CCOMPLEX) -#if defined(__cplusplus) -#define CYTHON_CCOMPLEX 1 -#elif defined(_Complex_I) -#define CYTHON_CCOMPLEX 1 -#else -#define CYTHON_CCOMPLEX 0 -#endif -#endif -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#include -#else -#include -#endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && \ - defined(__GNUC__) -#undef _Complex_I -#define _Complex_I 1.0fj -#endif - - -static const char *__pyx_f[] = { - "cyops/bbox.pyx", "__init__.pxd", "type.pxd", -}; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":776 - * # in Cython to enable them only on the right systems. - * - * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - */ -typedef npy_int8 __pyx_t_5numpy_int8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":777 - * - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t - */ -typedef npy_int16 __pyx_t_5numpy_int16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":778 - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< - * ctypedef npy_int64 int64_t - * #ctypedef npy_int96 int96_t - */ -typedef npy_int32 __pyx_t_5numpy_int32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":779 - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< - * #ctypedef npy_int96 int96_t - * #ctypedef npy_int128 int128_t - */ -typedef npy_int64 __pyx_t_5numpy_int64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":783 - * #ctypedef npy_int128 int128_t - * - * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - */ -typedef npy_uint8 __pyx_t_5numpy_uint8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":784 - * - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t - */ -typedef npy_uint16 __pyx_t_5numpy_uint16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":785 - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< - * ctypedef npy_uint64 uint64_t - * #ctypedef npy_uint96 uint96_t - */ -typedef npy_uint32 __pyx_t_5numpy_uint32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":786 - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< - * #ctypedef npy_uint96 uint96_t - * #ctypedef npy_uint128 uint128_t - */ -typedef npy_uint64 __pyx_t_5numpy_uint64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":790 - * #ctypedef npy_uint128 uint128_t - * - * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< - * ctypedef npy_float64 float64_t - * #ctypedef npy_float80 float80_t - */ -typedef npy_float32 __pyx_t_5numpy_float32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":791 - * - * ctypedef npy_float32 float32_t - * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< - * #ctypedef npy_float80 float80_t - * #ctypedef npy_float128 float128_t - */ -typedef npy_float64 __pyx_t_5numpy_float64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":800 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":801 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":802 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":804 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":805 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":806 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":808 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":809 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":811 - * ctypedef npy_uintp uintp_t - * - * ctypedef npy_double float_t # <<<<<<<<<<<<<< - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t - */ -typedef npy_double __pyx_t_5numpy_float_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":812 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":813 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_float_complex; -#else -typedef float _Complex __pyx_t_float_complex; -#endif -#else -typedef struct { float real, imag; } __pyx_t_float_complex; -#endif -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float, float); - -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_double_complex; -#else -typedef double _Complex __pyx_t_double_complex; -#endif -#else -typedef struct { double real, imag; } __pyx_t_double_complex; -#endif -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double, double); - - -/*--- Type declarations ---*/ - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":815 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":816 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":817 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":819 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - -/* --- Runtime support code (head) --- */ -/* Refnanny.proto */ -#ifndef CYTHON_REFNANNY -#define CYTHON_REFNANNY 0 -#endif -#if CYTHON_REFNANNY -typedef struct { - void (*INCREF)(void *, PyObject *, int); - void (*DECREF)(void *, PyObject *, int); - void (*GOTREF)(void *, PyObject *, int); - void (*GIVEREF)(void *, PyObject *, int); - void *(*SetupContext)(const char *, int, const char *); - void (*FinishContext)(void **); -} __Pyx_RefNannyAPIStruct; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); -#define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; -#ifdef WITH_THREAD -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - if (acquire_gil) { \ - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - PyGILState_Release(__pyx_gilstate_save); \ - } else { \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - } -#else -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) -#endif -#define __Pyx_RefNannyFinishContext() \ - __Pyx_RefNanny->FinishContext(&__pyx_refnanny) -#define __Pyx_INCREF(r) \ - __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_DECREF(r) \ - __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GOTREF(r) \ - __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GIVEREF(r) \ - __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_XINCREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_INCREF(r); \ - } \ - } while (0) -#define __Pyx_XDECREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_DECREF(r); \ - } \ - } while (0) -#define __Pyx_XGOTREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GOTREF(r); \ - } \ - } while (0) -#define __Pyx_XGIVEREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GIVEREF(r); \ - } \ - } while (0) -#else -#define __Pyx_RefNannyDeclarations -#define __Pyx_RefNannySetupContext(name, acquire_gil) -#define __Pyx_RefNannyFinishContext() -#define __Pyx_INCREF(r) Py_INCREF(r) -#define __Pyx_DECREF(r) Py_DECREF(r) -#define __Pyx_GOTREF(r) -#define __Pyx_GIVEREF(r) -#define __Pyx_XINCREF(r) Py_XINCREF(r) -#define __Pyx_XDECREF(r) Py_XDECREF(r) -#define __Pyx_XGOTREF(r) -#define __Pyx_XGIVEREF(r) -#endif -#define __Pyx_XDECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_XDECREF(tmp); \ - } while (0) -#define __Pyx_DECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_CLEAR(r) \ - do { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_XCLEAR(r) \ - do { \ - if ((r) != NULL) { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } \ - } while (0) - -/* PyObjectGetAttrStr.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name); -#else -#define __Pyx_PyObject_GetAttrStr(o, n) PyObject_GetAttr(o, n) -#endif - -/* GetBuiltinName.proto */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name); - -/* RaiseArgTupleInvalid.proto */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found); - -/* RaiseDoubleKeywords.proto */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name); - -/* ParseKeywords.proto */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name); - -/* ArgTypeTest.proto */ -#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact) \ - ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) \ - ? 1 \ - : __Pyx__ArgTypeTest(obj, type, name, exact)) -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact); - -/* PyDictVersioning.proto */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T)-1) -#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject *)(dict))->ma_version_tag) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) \ - (version_var) = __PYX_GET_DICT_VERSION(dict); \ - (cache_var) = (value); -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) { \ - (VAR) = __pyx_dict_cached_value; \ - } else { \ - (VAR) = __pyx_dict_cached_value = (LOOKUP); \ - __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT); \ - } \ - } -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); -#else -#define __PYX_GET_DICT_VERSION(dict) (0) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); -#endif - -/* GetModuleGlobalName.proto */ -#if CYTHON_USE_DICT_VERSIONS -#define __Pyx_GetModuleGlobalName(var, name) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) \ - ? (likely(__pyx_dict_cached_value) \ - ? __Pyx_NewRef(__pyx_dict_cached_value) \ - : __Pyx_GetBuiltinName(name)) \ - : __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - { \ - PY_UINT64_T __pyx_dict_version; \ - PyObject *__pyx_dict_cached_value; \ - (var) = __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value); -#else -#define __Pyx_GetModuleGlobalName(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); -#endif - -/* PyIntBinop.proto */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - long intval, - int inplace, - int zerodivision_check); -#else -#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check) \ - (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) -#endif - -/* GetItemInt.proto */ -#define __Pyx_GetItemInt( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Fast( \ - o, (Py_ssize_t)i, is_list, wraparound, boundscheck) \ - : (is_list \ - ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL) \ - : __Pyx_GetItemInt_Generic(o, to_py_func(i)))) -#define __Pyx_GetItemInt_List( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -#define __Pyx_GetItemInt_Tuple( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Tuple_Fast( \ - o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); - -/* ObjectGetItem.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, - PyObject *key); -#else -#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) -#endif - -/* PyFunctionFastCall.proto */ -#if CYTHON_FAST_PYCALL -#define __Pyx_PyFunction_FastCall(func, args, nargs) \ - __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs); -#else -#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) \ - _PyFunction_FastCallDict(func, args, nargs, kwargs) -#endif -#define __Pyx_BUILD_ASSERT_EXPR(cond) (sizeof(char[1 - 2 * !(cond)]) - 1) -#ifndef Py_MEMBER_SIZE -#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) -#endif -static size_t __pyx_pyframe_localsplus_offset = 0; -#include "frameobject.h" -#define __Pxy_PyFrame_Initialize_Offsets() \ - ((void)__Pyx_BUILD_ASSERT_EXPR( \ - sizeof(PyFrameObject) == \ - offsetof(PyFrameObject, f_localsplus) + \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)), \ - (void)(__pyx_pyframe_localsplus_offset = \ - ((size_t)PyFrame_Type.tp_basicsize) - \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) -#define __Pyx_PyFrame_GetLocalsplus(frame) \ - (assert(__pyx_pyframe_localsplus_offset), \ - (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) -#endif - -/* PyCFunctionFastCall.proto */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, - PyObject **args, - Py_ssize_t nargs); -#else -#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) -#endif - -/* PyObjectCall.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw); -#else -#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) -#endif - -/* ExtTypeTest.proto */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - -/* PyObjectCall2Args.proto */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2); - -/* PyObjectCallMethO.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg); -#endif - -/* PyObjectCallOneArg.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg); - -/* PyObjectCallNoArg.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) \ - __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - -/* PyThreadStateGet.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; -#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; -#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type -#else -#define __Pyx_PyThreadState_declare -#define __Pyx_PyThreadState_assign -#define __Pyx_PyErr_Occurred() PyErr_Occurred() -#endif - -/* PyErrFetchRestore.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) \ - __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) \ - __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) \ - __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_PyErr_SetNone(exc) \ - (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) -#else -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#endif -#else -#define __Pyx_PyErr_Clear() PyErr_Clear() -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestoreInState(tstate, type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchInState(tstate, type, value, tb) \ - PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) -#endif - -/* RaiseException.proto */ -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause); - -/* DictGetItem.proto */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key); -#define __Pyx_PyObject_Dict_GetItem(obj, name) \ - (likely(PyDict_CheckExact(obj)) ? __Pyx_PyDict_GetItem(obj, name) \ - : PyObject_GetItem(obj, name)) -#else -#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) -#endif - -/* RaiseTooManyValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -/* RaiseNeedMoreValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -/* RaiseNoneIterError.proto */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -/* GetTopmostException.proto */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException(PyThreadState *tstate); -#endif - -/* SaveResetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_ExceptionSave(type, value, tb) \ - __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#define __Pyx_ExceptionReset(type, value, tb) \ - __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -#else -#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) -#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) -#endif - -/* PyErrExceptionMatches.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_ExceptionMatches(err) \ - __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err) -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err); -#else -#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err) -#endif - -/* GetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_GetException(type, value, tb) \ - __Pyx__GetException(__pyx_tstate, type, value, tb) -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); -#endif - -/* TypeImport.proto */ -#ifndef __PYX_HAVE_RT_ImportType_proto -#define __PYX_HAVE_RT_ImportType_proto -enum __Pyx_ImportType_CheckSize { - __Pyx_ImportType_CheckSize_Error = 0, - __Pyx_ImportType_CheckSize_Warn = 1, - __Pyx_ImportType_CheckSize_Ignore = 2 -}; -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size); -#endif - -/* Import.proto */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); - -/* CLineInTraceback.proto */ -#ifdef CYTHON_CLINE_IN_TRACEBACK -#define __Pyx_CLineForTraceback(tstate, c_line) \ - (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) -#else -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); -#endif - -/* CodeObjectCache.proto */ -typedef struct { - PyCodeObject *code_object; - int code_line; -} __Pyx_CodeObjectCacheEntry; -struct __Pyx_CodeObjectCache { - int count; - int max_count; - __Pyx_CodeObjectCacheEntry *entries; -}; -static struct __Pyx_CodeObjectCache __pyx_code_cache = {0, 0, NULL}; -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line); -static PyCodeObject *__pyx_find_code_object(int code_line); -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object); - -/* AddTraceback.proto */ -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value); - -/* RealImag.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#define __Pyx_CREAL(z) ((z).real()) -#define __Pyx_CIMAG(z) ((z).imag()) -#else -#define __Pyx_CREAL(z) (__real__(z)) -#define __Pyx_CIMAG(z) (__imag__(z)) -#endif -#else -#define __Pyx_CREAL(z) ((z).real) -#define __Pyx_CIMAG(z) ((z).imag) -#endif -#if defined(__cplusplus) && CYTHON_CCOMPLEX && \ - (defined(_WIN32) || defined(__clang__) || \ - (defined(__GNUC__) && \ - (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4)) || \ - __cplusplus >= 201103) -#define __Pyx_SET_CREAL(z, x) ((z).real(x)) -#define __Pyx_SET_CIMAG(z, y) ((z).imag(y)) -#else -#define __Pyx_SET_CREAL(z, x) __Pyx_CREAL(z) = (x) -#define __Pyx_SET_CIMAG(z, y) __Pyx_CIMAG(z) = (y) -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_float(a, b) ((a) == (b)) -#define __Pyx_c_sum_float(a, b) ((a) + (b)) -#define __Pyx_c_diff_float(a, b) ((a) - (b)) -#define __Pyx_c_prod_float(a, b) ((a) * (b)) -#define __Pyx_c_quot_float(a, b) ((a) / (b)) -#define __Pyx_c_neg_float(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_float(z) ((z) == (float)0) -#define __Pyx_c_conj_float(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_float(z) (::std::abs(z)) -#define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_float(z) ((z) == 0) -#define __Pyx_c_conj_float(z) (conjf(z)) -#if 1 -#define __Pyx_c_abs_float(z) (cabsf(z)) -#define __Pyx_c_pow_float(a, b) (cpowf(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, - __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_neg_float(__pyx_t_float_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_conj_float(__pyx_t_float_complex); -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); -#endif -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_double(a, b) ((a) == (b)) -#define __Pyx_c_sum_double(a, b) ((a) + (b)) -#define __Pyx_c_diff_double(a, b) ((a) - (b)) -#define __Pyx_c_prod_double(a, b) ((a) * (b)) -#define __Pyx_c_quot_double(a, b) ((a) / (b)) -#define __Pyx_c_neg_double(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_double(z) ((z) == (double)0) -#define __Pyx_c_conj_double(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (::std::abs(z)) -#define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_double(z) ((z) == 0) -#define __Pyx_c_conj_double(z) (conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (cabs(z)) -#define __Pyx_c_pow_double(a, b) (cpow(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, - __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_neg_double(__pyx_t_double_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_conj_double(__pyx_t_double_complex); -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); -#endif -#endif - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); - -/* FastTypeChecks.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_TypeCheck(obj, type) \ - __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *type); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *type1, - PyObject *type2); -#else -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) -#define __Pyx_PyErr_GivenExceptionMatches(err, type) \ - PyErr_GivenExceptionMatches(err, type) -#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) \ - (PyErr_GivenExceptionMatches(err, type1) || \ - PyErr_GivenExceptionMatches(err, type2)) -#endif -#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - - -/* Module declarations from 'cython' */ - -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'cpython.mem' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, - char *, - char *, - int *); /*proto*/ - -/* Module declarations from 'cyops.bbox' */ -#define __Pyx_MODULE_NAME "cyops.bbox" -extern int __pyx_module_is_main_cyops__bbox; -int __pyx_module_is_main_cyops__bbox = 0; - -/* Implementation of 'cyops.bbox' */ -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; -static PyObject *__pyx_builtin_ImportError; -static const char __pyx_k_dh[] = "dh"; -static const char __pyx_k_dw[] = "dw"; -static const char __pyx_k_dx[] = "dx"; -static const char __pyx_k_dy[] = "dy"; -static const char __pyx_k_h1[] = "h1"; -static const char __pyx_k_h2[] = "h2"; -static const char __pyx_k_i4[] = "i4"; -static const char __pyx_k_np[] = "np"; -static const char __pyx_k_w1[] = "w1"; -static const char __pyx_k_w2[] = "w2"; -static const char __pyx_k_ind[] = "ind"; -static const char __pyx_k_iou[] = "iou"; -static const char __pyx_k_log[] = "log"; -static const char __pyx_k_copy[] = "copy"; -static const char __pyx_k_ex_h[] = "ex_h"; -static const char __pyx_k_ex_w[] = "ex_w"; -static const char __pyx_k_gt_h[] = "gt_h"; -static const char __pyx_k_gt_w[] = "gt_w"; -static const char __pyx_k_ind1[] = "ind1"; -static const char __pyx_k_ind2[] = "ind2"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_name[] = "__name__"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_area1[] = "area1"; -static const char __pyx_k_area2[] = "area2"; -static const char __pyx_k_dtype[] = "dtype"; -static const char __pyx_k_numpy[] = "numpy"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_where[] = "where"; -static const char __pyx_k_zeros[] = "zeros"; -static const char __pyx_k_astype[] = "astype"; -static const char __pyx_k_hstack[] = "hstack"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_labels[] = "labels"; -static const char __pyx_k_vstack[] = "vstack"; -static const char __pyx_k_end_ind[] = "end_ind"; -static const char __pyx_k_fg_inds[] = "fg_inds"; -static const char __pyx_k_float32[] = "float32"; -static const char __pyx_k_inter_h[] = "inter_h"; -static const char __pyx_k_inter_w[] = "inter_w"; -static const char __pyx_k_maximum[] = "maximum"; -static const char __pyx_k_minimum[] = "minimum"; -static const char __pyx_k_newaxis[] = "newaxis"; -static const char __pyx_k_targets[] = "targets"; -static const char __pyx_k_weights[] = "weights"; -static const char __pyx_k_ex_boxes[] = "ex_boxes"; -static const char __pyx_k_ex_ctr_x[] = "ex_ctr_x"; -static const char __pyx_k_ex_ctr_y[] = "ex_ctr_y"; -static const char __pyx_k_gt_boxes[] = "gt_boxes"; -static const char __pyx_k_gt_ctr_x[] = "gt_ctr_x"; -static const char __pyx_k_gt_ctr_y[] = "gt_ctr_y"; -static const char __pyx_k_inter_x1[] = "inter_x1"; -static const char __pyx_k_inter_x2[] = "inter_x2"; -static const char __pyx_k_inter_y1[] = "inter_y1"; -static const char __pyx_k_inter_y2[] = "inter_y2"; -static const char __pyx_k_overlaps[] = "overlaps"; -static const char __pyx_k_roi_boxes[] = "roi_boxes"; -static const char __pyx_k_start_ind[] = "start_ind"; -static const char __pyx_k_transpose[] = "transpose"; -static const char __pyx_k_ValueError[] = "ValueError"; -static const char __pyx_k_class_nums[] = "class_nums"; -static const char __pyx_k_cyops_bbox[] = "cyops.bbox"; -static const char __pyx_k_inter_area[] = "inter_area"; -static const char __pyx_k_ImportError[] = "ImportError"; -static const char __pyx_k_class_label[] = "class_label"; -static const char __pyx_k_RuntimeError[] = "RuntimeError"; -static const char __pyx_k_bbox_targets[] = "bbox_targets"; -static const char __pyx_k_box_to_delta[] = "box_to_delta"; -static const char __pyx_k_class_labels[] = "class_labels"; -static const char __pyx_k_bbox_overlaps[] = "bbox_overlaps"; -static const char __pyx_k_cyops_bbox_pyx[] = "cyops/bbox.pyx"; -static const char __pyx_k_compute_targets[] = "compute_targets"; -static const char __pyx_k_is_cls_agnostic[] = "is_cls_agnostic"; -static const char __pyx_k_bbox_reg_weights[] = "bbox_reg_weights"; -static const char __pyx_k_bbox_targets_input[] = "bbox_targets_input"; -static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; -static const char __pyx_k_bbox_inside_weights[] = "bbox_inside_weights"; -static const char __pyx_k_expand_bbox_targets[] = "expand_bbox_targets"; -static const char __pyx_k_ndarray_is_not_C_contiguous[] = - "ndarray is not C contiguous"; -static const char __pyx_k_numpy_core_multiarray_failed_to[] = - "numpy.core.multiarray failed to import"; -static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = - "unknown dtype code in numpy.pxd (%d)"; -static const char __pyx_k_Format_string_allocated_too_shor[] = - "Format string allocated too short, see comment in numpy.pxd"; -static const char __pyx_k_Non_native_byte_order_not_suppor[] = - "Non-native byte order not supported"; -static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = - "ndarray is not Fortran contiguous"; -static const char __pyx_k_numpy_core_umath_failed_to_impor[] = - "numpy.core.umath failed to import"; -static const char __pyx_k_Format_string_allocated_too_shor_2[] = - "Format string allocated too short."; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; -static PyObject *__pyx_n_s_ImportError; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; -static PyObject *__pyx_n_s_RuntimeError; -static PyObject *__pyx_n_s_ValueError; -static PyObject *__pyx_n_s_area1; -static PyObject *__pyx_n_s_area2; -static PyObject *__pyx_n_s_astype; -static PyObject *__pyx_n_s_bbox_inside_weights; -static PyObject *__pyx_n_s_bbox_overlaps; -static PyObject *__pyx_n_s_bbox_reg_weights; -static PyObject *__pyx_n_s_bbox_targets; -static PyObject *__pyx_n_s_bbox_targets_input; -static PyObject *__pyx_n_s_box_to_delta; -static PyObject *__pyx_n_s_class_label; -static PyObject *__pyx_n_s_class_labels; -static PyObject *__pyx_n_s_class_nums; -static PyObject *__pyx_n_s_cline_in_traceback; -static PyObject *__pyx_n_s_compute_targets; -static PyObject *__pyx_n_s_copy; -static PyObject *__pyx_n_s_cyops_bbox; -static PyObject *__pyx_kp_s_cyops_bbox_pyx; -static PyObject *__pyx_n_s_dh; -static PyObject *__pyx_n_s_dtype; -static PyObject *__pyx_n_s_dw; -static PyObject *__pyx_n_s_dx; -static PyObject *__pyx_n_s_dy; -static PyObject *__pyx_n_s_end_ind; -static PyObject *__pyx_n_s_ex_boxes; -static PyObject *__pyx_n_s_ex_ctr_x; -static PyObject *__pyx_n_s_ex_ctr_y; -static PyObject *__pyx_n_s_ex_h; -static PyObject *__pyx_n_s_ex_w; -static PyObject *__pyx_n_s_expand_bbox_targets; -static PyObject *__pyx_n_s_fg_inds; -static PyObject *__pyx_n_s_float32; -static PyObject *__pyx_n_s_gt_boxes; -static PyObject *__pyx_n_s_gt_ctr_x; -static PyObject *__pyx_n_s_gt_ctr_y; -static PyObject *__pyx_n_s_gt_h; -static PyObject *__pyx_n_s_gt_w; -static PyObject *__pyx_n_s_h1; -static PyObject *__pyx_n_s_h2; -static PyObject *__pyx_n_s_hstack; -static PyObject *__pyx_n_s_i4; -static PyObject *__pyx_n_s_import; -static PyObject *__pyx_n_s_ind; -static PyObject *__pyx_n_s_ind1; -static PyObject *__pyx_n_s_ind2; -static PyObject *__pyx_n_s_inter_area; -static PyObject *__pyx_n_s_inter_h; -static PyObject *__pyx_n_s_inter_w; -static PyObject *__pyx_n_s_inter_x1; -static PyObject *__pyx_n_s_inter_x2; -static PyObject *__pyx_n_s_inter_y1; -static PyObject *__pyx_n_s_inter_y2; -static PyObject *__pyx_n_s_iou; -static PyObject *__pyx_n_s_is_cls_agnostic; -static PyObject *__pyx_n_s_labels; -static PyObject *__pyx_n_s_log; -static PyObject *__pyx_n_s_main; -static PyObject *__pyx_n_s_maximum; -static PyObject *__pyx_n_s_minimum; -static PyObject *__pyx_n_s_name; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; -static PyObject *__pyx_n_s_newaxis; -static PyObject *__pyx_n_s_np; -static PyObject *__pyx_n_s_numpy; -static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to; -static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor; -static PyObject *__pyx_n_s_overlaps; -static PyObject *__pyx_n_s_range; -static PyObject *__pyx_n_s_roi_boxes; -static PyObject *__pyx_n_s_start_ind; -static PyObject *__pyx_n_s_targets; -static PyObject *__pyx_n_s_test; -static PyObject *__pyx_n_s_transpose; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; -static PyObject *__pyx_n_s_vstack; -static PyObject *__pyx_n_s_w1; -static PyObject *__pyx_n_s_w2; -static PyObject *__pyx_n_s_weights; -static PyObject *__pyx_n_s_where; -static PyObject *__pyx_n_s_zeros; -static PyObject *__pyx_pf_5cyops_4bbox_bbox_overlaps( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_roi_boxes, - PyArrayObject *__pyx_v_gt_boxes); /* proto */ -static PyObject *__pyx_pf_5cyops_4bbox_2box_to_delta( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_ex_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_weights); /* proto */ -static PyObject *__pyx_pf_5cyops_4bbox_4compute_targets( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_roi_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_labels, - PyArrayObject *__pyx_v_bbox_reg_weights); /* proto */ -static PyObject *__pyx_pf_5cyops_4bbox_6expand_bbox_targets( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_bbox_targets_input, - int __pyx_v_class_nums, - int __pyx_v_is_cls_agnostic); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__( - PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ -static PyObject *__pyx_float_0_0; -static PyObject *__pyx_float_0_5; -static PyObject *__pyx_float_1_0; -static PyObject *__pyx_int_0; -static PyObject *__pyx_int_1; -static PyObject *__pyx_int_2; -static PyObject *__pyx_int_3; -static PyObject *__pyx_int_8; -static PyObject *__pyx_slice_; -static PyObject *__pyx_slice__6; -static PyObject *__pyx_tuple__2; -static PyObject *__pyx_tuple__3; -static PyObject *__pyx_tuple__4; -static PyObject *__pyx_tuple__5; -static PyObject *__pyx_tuple__7; -static PyObject *__pyx_tuple__8; -static PyObject *__pyx_tuple__9; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; -static PyObject *__pyx_tuple__13; -static PyObject *__pyx_tuple__14; -static PyObject *__pyx_tuple__15; -static PyObject *__pyx_tuple__17; -static PyObject *__pyx_tuple__19; -static PyObject *__pyx_tuple__21; -static PyObject *__pyx_codeobj__16; -static PyObject *__pyx_codeobj__18; -static PyObject *__pyx_codeobj__20; -static PyObject *__pyx_codeobj__22; -/* Late includes */ - -/* "cyops/bbox.pyx":7 - * - * @cython.boundscheck(False) - * def bbox_overlaps( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes): - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_4bbox_1bbox_overlaps( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_4bbox_1bbox_overlaps = { - "bbox_overlaps", - (PyCFunction)( - void *)(PyCFunctionWithKeywords)__pyx_pw_5cyops_4bbox_1bbox_overlaps, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_4bbox_1bbox_overlaps(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_roi_boxes = 0; - PyArrayObject *__pyx_v_gt_boxes = 0; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "bbox_overlaps (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = { - &__pyx_n_s_roi_boxes, &__pyx_n_s_gt_boxes, 0}; - PyObject *values[2] = {0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_roi_boxes)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_boxes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("bbox_overlaps", 1, 2, 2, 1); - __PYX_ERR(0, 7, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "bbox_overlaps") < 0)) - __PYX_ERR(0, 7, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - } - __pyx_v_roi_boxes = ((PyArrayObject *)values[0]); - __pyx_v_gt_boxes = ((PyArrayObject *)values[1]); - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "bbox_overlaps", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 7, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback( - "cyops.bbox.bbox_overlaps", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_roi_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "roi_boxes", - 0))) - __PYX_ERR(0, 8, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_boxes", - 0))) - __PYX_ERR(0, 9, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_4bbox_bbox_overlaps( - __pyx_self, __pyx_v_roi_boxes, __pyx_v_gt_boxes); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_4bbox_bbox_overlaps( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_roi_boxes, - PyArrayObject *__pyx_v_gt_boxes) { - PyArrayObject *__pyx_v_w1 = 0; - PyArrayObject *__pyx_v_h1 = 0; - PyArrayObject *__pyx_v_w2 = 0; - PyArrayObject *__pyx_v_h2 = 0; - PyArrayObject *__pyx_v_area1 = 0; - PyArrayObject *__pyx_v_area2 = 0; - PyArrayObject *__pyx_v_overlaps = 0; - npy_intp __pyx_v_ind1; - npy_intp __pyx_v_ind2; - PyObject *__pyx_v_inter_x1 = NULL; - PyObject *__pyx_v_inter_y1 = NULL; - PyObject *__pyx_v_inter_x2 = NULL; - PyObject *__pyx_v_inter_y2 = NULL; - PyObject *__pyx_v_inter_w = NULL; - PyObject *__pyx_v_inter_h = NULL; - PyObject *__pyx_v_inter_area = NULL; - PyObject *__pyx_v_iou = NULL; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - npy_intp __pyx_t_7; - npy_intp __pyx_t_8; - npy_intp __pyx_t_9; - npy_intp __pyx_t_10; - npy_intp __pyx_t_11; - npy_intp __pyx_t_12; - PyObject *__pyx_t_13 = NULL; - __Pyx_RefNannySetupContext("bbox_overlaps", 0); - - /* "cyops/bbox.pyx":11 - * np.ndarray gt_boxes): - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_2, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 11, __pyx_L1_error) - __pyx_v_w1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":12 - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 12, __pyx_L1_error) - __pyx_v_h1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":13 - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_2, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 13, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 13, __pyx_L1_error) - __pyx_v_w2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":14 - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray area1 = w1 * h1 - * cdef np.ndarray area2 = w2 * h2 - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 14, __pyx_L1_error) - __pyx_v_h2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":15 - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 # <<<<<<<<<<<<<< - * cdef np.ndarray area2 = w2 * h2 - * - */ - __pyx_t_1 = - PyNumber_Multiply(((PyObject *)__pyx_v_w1), ((PyObject *)__pyx_v_h1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 15, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 15, __pyx_L1_error) - __pyx_v_area1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":16 - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 - * cdef np.ndarray area2 = w2 * h2 # <<<<<<<<<<<<<< - * - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) - */ - __pyx_t_1 = - PyNumber_Multiply(((PyObject *)__pyx_v_w2), ((PyObject *)__pyx_v_h2)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 16, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 16, __pyx_L1_error) - __pyx_v_area2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":18 - * cdef np.ndarray area2 = w2 * h2 - * - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) # <<<<<<<<<<<<<< - * for ind1 in range(roi_boxes.shape[0]): - * for ind2 in range(gt_boxes.shape[0]): - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_gt_boxes->dimensions[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 18, __pyx_L1_error) - __pyx_v_overlaps = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":19 - * - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) - * for ind1 in range(roi_boxes.shape[0]): # <<<<<<<<<<<<<< - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - */ - __pyx_t_7 = (__pyx_v_roi_boxes->dimensions[0]); - __pyx_t_8 = __pyx_t_7; - for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9 += 1) { - __pyx_v_ind1 = __pyx_t_9; - - /* "cyops/bbox.pyx":20 - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) - * for ind1 in range(roi_boxes.shape[0]): - * for ind2 in range(gt_boxes.shape[0]): # <<<<<<<<<<<<<< - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - */ - __pyx_t_10 = (__pyx_v_gt_boxes->dimensions[0]); - __pyx_t_11 = __pyx_t_10; - for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_11; __pyx_t_12 += 1) { - __pyx_v_ind2 = __pyx_t_12; - - /* "cyops/bbox.pyx":21 - * for ind1 in range(roi_boxes.shape[0]): - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * # <<<<<<<<<<<<<< - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_0); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyTuple_New(2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_0); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_3, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_3, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_13 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - if (__pyx_t_2) { - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_2); - __pyx_t_2 = NULL; - } - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_13, 0 + __pyx_t_6, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_13, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_3 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_13, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - } - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_x1, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":22 - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * # <<<<<<<<<<<<<< - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_1); - __pyx_t_5 = 0; - __pyx_t_5 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_1); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_13))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_13); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_13); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_13, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_13)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_13, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_13)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_13, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_3) { - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); - __pyx_t_3 = NULL; - } - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_5 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_13, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_y1, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":23 - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * # <<<<<<<<<<<<<< - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_13, __pyx_n_s_np); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __pyx_t_13 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_13); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_2); - __pyx_t_13 = 0; - __pyx_t_13 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_5); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_13, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_13, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_13); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_13 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 23, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_x2, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":24 - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * # <<<<<<<<<<<<<< - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_3); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_13 = PyTuple_New(2); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_int_3); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_13); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __pyx_t_13 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_13)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_13); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_13, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_13, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_5 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (__pyx_t_13) { - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_13); - __pyx_t_13 = NULL; - } - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0 + __pyx_t_6, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_y2, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":25 - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) # - * <<<<<<<<<<<<<< - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyNumber_Subtract(__pyx_v_inter_x2, __pyx_v_inter_x1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_4, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_4, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_3) { - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); - __pyx_t_3 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_int_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_w, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":26 - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) # - * <<<<<<<<<<<<<< - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyNumber_Subtract(__pyx_v_inter_y2, __pyx_v_inter_y1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_int_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 26, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF_SET(__pyx_v_inter_h, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":27 - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h # <<<<<<<<<<<<<< - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * overlaps[ind1, ind2] = iou - */ - __pyx_t_1 = PyNumber_Multiply(__pyx_v_inter_w, __pyx_v_inter_h); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 27, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_XDECREF_SET(__pyx_v_inter_area, __pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":28 - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * # <<<<<<<<<<<<<< - * overlaps[ind1, ind2] = iou - * #if iou > 0: - */ - __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_area1), - __pyx_v_ind1, - npy_intp, - 1, - __Pyx_PyInt_From_Py_intptr_t, - 0, - 1, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 28, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_area2), - __pyx_v_ind2, - npy_intp, - 1, - __Pyx_PyInt_From_Py_intptr_t, - 0, - 1, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 28, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 28, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyNumber_Subtract(__pyx_t_3, __pyx_v_inter_area); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 28, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_v_inter_area, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 28, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF_SET(__pyx_v_iou, __pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":29 - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * overlaps[ind1, ind2] = iou # <<<<<<<<<<<<<< - * #if iou > 0: - * # print("iou({},{}): {}".format(ind1,ind2,iou)) - */ - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_2); - __pyx_t_3 = 0; - __pyx_t_2 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_overlaps), - __pyx_t_1, - __pyx_v_iou) < 0)) - __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - } - } - - /* "cyops/bbox.pyx":32 - * #if iou > 0: - * # print("iou({},{}): {}".format(ind1,ind2,iou)) - * return overlaps # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_overlaps)); - __pyx_r = ((PyObject *)__pyx_v_overlaps); - goto __pyx_L0; - -/* "cyops/bbox.pyx":7 -* -*@cython.boundscheck(False) -*def bbox_overlaps( # <<<<<<<<<<<<<< -* np.ndarray roi_boxes, -* np.ndarray gt_boxes): -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_13); - __Pyx_AddTraceback( - "cyops.bbox.bbox_overlaps", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_w1); - __Pyx_XDECREF((PyObject *)__pyx_v_h1); - __Pyx_XDECREF((PyObject *)__pyx_v_w2); - __Pyx_XDECREF((PyObject *)__pyx_v_h2); - __Pyx_XDECREF((PyObject *)__pyx_v_area1); - __Pyx_XDECREF((PyObject *)__pyx_v_area2); - __Pyx_XDECREF((PyObject *)__pyx_v_overlaps); - __Pyx_XDECREF(__pyx_v_inter_x1); - __Pyx_XDECREF(__pyx_v_inter_y1); - __Pyx_XDECREF(__pyx_v_inter_x2); - __Pyx_XDECREF(__pyx_v_inter_y2); - __Pyx_XDECREF(__pyx_v_inter_w); - __Pyx_XDECREF(__pyx_v_inter_h); - __Pyx_XDECREF(__pyx_v_inter_area); - __Pyx_XDECREF(__pyx_v_iou); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/bbox.pyx":36 - * - * @cython.boundscheck(False) - * def box_to_delta( # <<<<<<<<<<<<<< - * np.ndarray ex_boxes, - * np.ndarray gt_boxes, - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_4bbox_3box_to_delta( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_4bbox_3box_to_delta = { - "box_to_delta", - (PyCFunction)( - void *)(PyCFunctionWithKeywords)__pyx_pw_5cyops_4bbox_3box_to_delta, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_4bbox_3box_to_delta(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_ex_boxes = 0; - PyArrayObject *__pyx_v_gt_boxes = 0; - PyArrayObject *__pyx_v_weights = 0; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "box_to_delta (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = { - &__pyx_n_s_ex_boxes, &__pyx_n_s_gt_boxes, &__pyx_n_s_weights, 0}; - PyObject *values[3] = {0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_ex_boxes)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_boxes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("box_to_delta", 1, 3, 3, 1); - __PYX_ERR(0, 36, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 2: - if (likely((values[2] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_weights)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("box_to_delta", 1, 3, 3, 2); - __PYX_ERR(0, 36, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "box_to_delta") < 0)) - __PYX_ERR(0, 36, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 3) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - } - __pyx_v_ex_boxes = ((PyArrayObject *)values[0]); - __pyx_v_gt_boxes = ((PyArrayObject *)values[1]); - __pyx_v_weights = ((PyArrayObject *)values[2]); - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "box_to_delta", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 36, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback( - "cyops.bbox.box_to_delta", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_ex_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "ex_boxes", - 0))) - __PYX_ERR(0, 37, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_boxes", - 0))) - __PYX_ERR(0, 38, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weights), - __pyx_ptype_5numpy_ndarray, - 1, - "weights", - 0))) - __PYX_ERR(0, 39, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_4bbox_2box_to_delta( - __pyx_self, __pyx_v_ex_boxes, __pyx_v_gt_boxes, __pyx_v_weights); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_4bbox_2box_to_delta( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_ex_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_weights) { - PyObject *__pyx_v_ex_w = NULL; - PyObject *__pyx_v_ex_h = NULL; - PyObject *__pyx_v_ex_ctr_x = NULL; - PyObject *__pyx_v_ex_ctr_y = NULL; - PyObject *__pyx_v_gt_w = NULL; - PyObject *__pyx_v_gt_h = NULL; - PyObject *__pyx_v_gt_ctr_x = NULL; - PyObject *__pyx_v_gt_ctr_y = NULL; - PyObject *__pyx_v_dx = NULL; - PyObject *__pyx_v_dy = NULL; - PyObject *__pyx_v_dw = NULL; - PyObject *__pyx_v_dh = NULL; - PyObject *__pyx_v_targets = NULL; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - __Pyx_RefNannySetupContext("box_to_delta", 0); - - /* "cyops/bbox.pyx":41 - * np.ndarray weights): - * - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 # <<<<<<<<<<<<<< - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Subtract(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_ex_w = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":42 - * - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 # <<<<<<<<<<<<<< - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_ex_h = __pyx_t_3; - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":43 - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w # <<<<<<<<<<<<<< - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - * - */ - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Multiply(__pyx_float_0_5, __pyx_v_ex_w); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_ex_ctr_x = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":44 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h # <<<<<<<<<<<<<< - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyNumber_Multiply(__pyx_float_0_5, __pyx_v_ex_h); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_ex_ctr_y = __pyx_t_3; - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":46 - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 # <<<<<<<<<<<<<< - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - */ - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Subtract(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_AddObjC(__pyx_t_2, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_gt_w = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":47 - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 # <<<<<<<<<<<<<< - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Subtract(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_gt_h = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":48 - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w # <<<<<<<<<<<<<< - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - * - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_float_0_5, __pyx_v_gt_w); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_gt_ctr_x = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":49 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h # <<<<<<<<<<<<<< - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyNumber_Multiply(__pyx_float_0_5, __pyx_v_gt_h); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_gt_ctr_y = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":51 - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] # - * <<<<<<<<<<<<<< - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] - */ - __pyx_t_2 = PyNumber_Subtract(__pyx_v_gt_ctr_x, __pyx_v_ex_ctr_x); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 51, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_2, __pyx_v_ex_w); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 51, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 0, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 51, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 51, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_dx = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":52 - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] # - * <<<<<<<<<<<<<< - * dw = (np.log(gt_w / ex_w)) / weights[2] - * dh = (np.log(gt_h / ex_h)) / weights[3] - */ - __pyx_t_1 = PyNumber_Subtract(__pyx_v_gt_ctr_y, __pyx_v_ex_ctr_y); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_1, __pyx_v_ex_h); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 1, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_2, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_dy = __pyx_t_3; - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":53 - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] # <<<<<<<<<<<<<< - * dh = (np.log(gt_h / ex_h)) / weights[3] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_log); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_v_gt_w, __pyx_v_ex_w); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 2, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 53, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_dw = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":54 - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] - * dh = (np.log(gt_h / ex_h)) / weights[3] # <<<<<<<<<<<<<< - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_log); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_gt_h, __pyx_v_ex_h); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 3, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_1, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 54, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_dh = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":56 - * dh = (np.log(gt_h / ex_h)) / weights[3] - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() # - * <<<<<<<<<<<<<< - * return targets - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_vstack); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyList_New(4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_dx); - __Pyx_GIVEREF(__pyx_v_dx); - PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_dx); - __Pyx_INCREF(__pyx_v_dy); - __Pyx_GIVEREF(__pyx_v_dy); - PyList_SET_ITEM(__pyx_t_1, 1, __pyx_v_dy); - __Pyx_INCREF(__pyx_v_dw); - __Pyx_GIVEREF(__pyx_v_dw); - PyList_SET_ITEM(__pyx_t_1, 2, __pyx_v_dw); - __Pyx_INCREF(__pyx_v_dh); - __Pyx_GIVEREF(__pyx_v_dh); - PyList_SET_ITEM(__pyx_t_1, 3, __pyx_v_dh); - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_3 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_transpose); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_2 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3) - : __Pyx_PyObject_CallNoArg(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 56, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_v_targets = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/bbox.pyx":57 - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() - * return targets # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_targets); - __pyx_r = __pyx_v_targets; - goto __pyx_L0; - -/* "cyops/bbox.pyx":36 -* -*@cython.boundscheck(False) -*def box_to_delta( # <<<<<<<<<<<<<< -* np.ndarray ex_boxes, -* np.ndarray gt_boxes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback( - "cyops.bbox.box_to_delta", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF(__pyx_v_ex_w); - __Pyx_XDECREF(__pyx_v_ex_h); - __Pyx_XDECREF(__pyx_v_ex_ctr_x); - __Pyx_XDECREF(__pyx_v_ex_ctr_y); - __Pyx_XDECREF(__pyx_v_gt_w); - __Pyx_XDECREF(__pyx_v_gt_h); - __Pyx_XDECREF(__pyx_v_gt_ctr_x); - __Pyx_XDECREF(__pyx_v_gt_ctr_y); - __Pyx_XDECREF(__pyx_v_dx); - __Pyx_XDECREF(__pyx_v_dy); - __Pyx_XDECREF(__pyx_v_dw); - __Pyx_XDECREF(__pyx_v_dh); - __Pyx_XDECREF(__pyx_v_targets); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/bbox.pyx":61 - * - * @cython.boundscheck(False) - * def compute_targets( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes, - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_4bbox_5compute_targets( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_4bbox_5compute_targets = { - "compute_targets", - (PyCFunction)( - void *)(PyCFunctionWithKeywords)__pyx_pw_5cyops_4bbox_5compute_targets, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_4bbox_5compute_targets(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_roi_boxes = 0; - PyArrayObject *__pyx_v_gt_boxes = 0; - PyArrayObject *__pyx_v_labels = 0; - PyArrayObject *__pyx_v_bbox_reg_weights = 0; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "compute_targets (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_roi_boxes, - &__pyx_n_s_gt_boxes, - &__pyx_n_s_labels, - &__pyx_n_s_bbox_reg_weights, - 0}; - PyObject *values[4] = {0, 0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 4: - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_roi_boxes)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_boxes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("compute_targets", 1, 4, 4, 1); - __PYX_ERR(0, 61, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 2: - if (likely((values[2] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_labels)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("compute_targets", 1, 4, 4, 2); - __PYX_ERR(0, 61, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 3: - if (likely((values[3] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_bbox_reg_weights)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("compute_targets", 1, 4, 4, 3); - __PYX_ERR(0, 61, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "compute_targets") < 0)) - __PYX_ERR(0, 61, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 4) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - } - __pyx_v_roi_boxes = ((PyArrayObject *)values[0]); - __pyx_v_gt_boxes = ((PyArrayObject *)values[1]); - __pyx_v_labels = ((PyArrayObject *)values[2]); - __pyx_v_bbox_reg_weights = ((PyArrayObject *)values[3]); - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "compute_targets", 1, 4, 4, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 61, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback("cyops.bbox.compute_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_roi_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "roi_boxes", - 0))) - __PYX_ERR(0, 62, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_boxes", - 0))) - __PYX_ERR(0, 63, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_labels), - __pyx_ptype_5numpy_ndarray, - 1, - "labels", - 0))) - __PYX_ERR(0, 64, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_bbox_reg_weights), - __pyx_ptype_5numpy_ndarray, - 1, - "bbox_reg_weights", - 0))) - __PYX_ERR(0, 65, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_4bbox_4compute_targets(__pyx_self, - __pyx_v_roi_boxes, - __pyx_v_gt_boxes, - __pyx_v_labels, - __pyx_v_bbox_reg_weights); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_4bbox_4compute_targets( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_roi_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_labels, - PyArrayObject *__pyx_v_bbox_reg_weights) { - PyArrayObject *__pyx_v_targets = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - __Pyx_RefNannySetupContext("compute_targets", 0); - - /* "cyops/bbox.pyx":67 - * np.ndarray bbox_reg_weights): - * - * cdef np.ndarray targets = np.zeros((roi_boxes.shape[0], - * roi_boxes.shape[1]), dtype='i4') # <<<<<<<<<<<<<< - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[1])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3); - __pyx_t_1 = 0; - __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_n_s_i4) < 0) - __PYX_ERR(0, 67, __pyx_L1_error) - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 67, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 67, __pyx_L1_error) - __pyx_v_targets = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":69 - * cdef np.ndarray targets = np.zeros((roi_boxes.shape[0], - * roi_boxes.shape[1]), dtype='i4') - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( # <<<<<<<<<<<<<< - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_box_to_delta); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 69, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - - /* "cyops/bbox.pyx":70 - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * # <<<<<<<<<<<<<< - * - * return np.hstack([labels[:, np.newaxis], targets]).astype(np.float32, - * copy=False) - */ - __pyx_t_4 = __Pyx_PyDict_NewPresized(3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 70, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem( - __pyx_t_4, __pyx_n_s_ex_boxes, ((PyObject *)__pyx_v_roi_boxes)) < 0) - __PYX_ERR(0, 70, __pyx_L1_error) - if (PyDict_SetItem( - __pyx_t_4, __pyx_n_s_gt_boxes, ((PyObject *)__pyx_v_gt_boxes)) < 0) - __PYX_ERR(0, 70, __pyx_L1_error) - if (PyDict_SetItem(__pyx_t_4, - __pyx_n_s_weights, - ((PyObject *)__pyx_v_bbox_reg_weights)) < 0) - __PYX_ERR(0, 70, __pyx_L1_error) - - /* "cyops/bbox.pyx":69 - * cdef np.ndarray targets = np.zeros((roi_boxes.shape[0], - * roi_boxes.shape[1]), dtype='i4') - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( # <<<<<<<<<<<<<< - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * - */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 69, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 69, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_targets, ((PyArrayObject *)__pyx_t_3)); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":72 - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * - * return np.hstack([labels[:, np.newaxis], targets]).astype(np.float32, - * copy=False) # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_hstack); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_newaxis); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_slice_); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_labels), __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyList_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - PyList_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_v_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_targets)); - PyList_SET_ITEM(__pyx_t_4, 1, ((PyObject *)__pyx_v_targets)); - __pyx_t_2 = 0; - __pyx_t_2 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_3 = (__pyx_t_2) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_2, __pyx_t_4) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_4); - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_astype); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_float32); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_copy, Py_False) < 0) - __PYX_ERR(0, 72, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 72, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - -/* "cyops/bbox.pyx":61 -* -*@cython.boundscheck(False) -*def compute_targets( # <<<<<<<<<<<<<< -* np.ndarray roi_boxes, -* np.ndarray gt_boxes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("cyops.bbox.compute_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_targets); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/bbox.pyx":76 - * - * @cython.boundscheck(False) - * def expand_bbox_targets( # <<<<<<<<<<<<<< - * np.ndarray bbox_targets_input, - * int class_nums, - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_4bbox_7expand_bbox_targets( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_4bbox_7expand_bbox_targets = { - "expand_bbox_targets", - (PyCFunction)(void *)(PyCFunctionWithKeywords) - __pyx_pw_5cyops_4bbox_7expand_bbox_targets, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_4bbox_7expand_bbox_targets( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_bbox_targets_input = 0; - int __pyx_v_class_nums; - int __pyx_v_is_cls_agnostic; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "expand_bbox_targets (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_bbox_targets_input, - &__pyx_n_s_class_nums, - &__pyx_n_s_is_cls_agnostic, - 0}; - PyObject *values[3] = {0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_bbox_targets_input)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_class_nums)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("expand_bbox_targets", 1, 3, 3, 1); - __PYX_ERR(0, 76, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 2: - if (likely((values[2] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_is_cls_agnostic)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("expand_bbox_targets", 1, 3, 3, 2); - __PYX_ERR(0, 76, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "expand_bbox_targets") < 0)) - __PYX_ERR(0, 76, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 3) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - } - __pyx_v_bbox_targets_input = ((PyArrayObject *)values[0]); - __pyx_v_class_nums = __Pyx_PyInt_As_int(values[1]); - if (unlikely((__pyx_v_class_nums == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 78, __pyx_L3_error) - __pyx_v_is_cls_agnostic = __Pyx_PyObject_IsTrue(values[2]); - if (unlikely((__pyx_v_is_cls_agnostic == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 79, __pyx_L3_error) - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "expand_bbox_targets", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 76, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback("cyops.bbox.expand_bbox_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_bbox_targets_input), - __pyx_ptype_5numpy_ndarray, - 1, - "bbox_targets_input", - 0))) - __PYX_ERR(0, 77, __pyx_L1_error) - __pyx_r = - __pyx_pf_5cyops_4bbox_6expand_bbox_targets(__pyx_self, - __pyx_v_bbox_targets_input, - __pyx_v_class_nums, - __pyx_v_is_cls_agnostic); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_4bbox_6expand_bbox_targets( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_bbox_targets_input, - int __pyx_v_class_nums, - int __pyx_v_is_cls_agnostic) { - PyArrayObject *__pyx_v_class_labels = 0; - PyArrayObject *__pyx_v_fg_inds = 0; - PyArrayObject *__pyx_v_bbox_targets = 0; - PyArrayObject *__pyx_v_bbox_inside_weights = 0; - int __pyx_v_class_label; - int __pyx_v_start_ind; - int __pyx_v_end_ind; - int __pyx_v_ind; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - Py_ssize_t __pyx_t_6; - PyObject *(*__pyx_t_7)(PyObject *); - int __pyx_t_8; - int __pyx_t_9; - PyObject *__pyx_t_10 = NULL; - __Pyx_RefNannySetupContext("expand_bbox_targets", 0); - - /* "cyops/bbox.pyx":81 - * bint is_cls_agnostic): - * - * cdef np.ndarray class_labels = bbox_targets_input[:, 0] # - * <<<<<<<<<<<<<< - * cdef np.ndarray fg_inds = np.where(class_labels > 0)[0] - * #if is_cls_agnostic: - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_bbox_targets_input), - __pyx_tuple__3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 81, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 81, __pyx_L1_error) - __pyx_v_class_labels = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":82 - * - * cdef np.ndarray class_labels = bbox_targets_input[:, 0] - * cdef np.ndarray fg_inds = np.where(class_labels > 0)[0] # - * <<<<<<<<<<<<<< - * #if is_cls_agnostic: - * # class_labels = [1 if ll > 0 else 0 for ll in class_labels] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_where); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyObject_RichCompare( - ((PyObject *)__pyx_v_class_labels), __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 82, __pyx_L1_error) - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 82, __pyx_L1_error) - __pyx_v_fg_inds = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":87 - * # class_labels = np.array(class_labels, dtype=np.int32) - * # class_nums = 2 - * cdef np.ndarray bbox_targets = np.zeros((class_labels.shape[0], 4 * - * class_nums if not is_cls_agnostic else 4 * 2)) # <<<<<<<<<<<<<< - * cdef np.ndarray bbox_inside_weights = np.zeros((bbox_targets.shape[0], - * bbox_targets.shape[1])) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_class_labels->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (((!(__pyx_v_is_cls_agnostic != 0)) != 0)) { - __pyx_t_5 = __Pyx_PyInt_From_long((4 * __pyx_v_class_nums)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __pyx_t_5; - __pyx_t_5 = 0; - } else { - __Pyx_INCREF(__pyx_int_8); - __pyx_t_4 = __pyx_int_8; - } - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4); - __pyx_t_1 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 87, __pyx_L1_error) - __pyx_v_bbox_targets = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":88 - * # class_nums = 2 - * cdef np.ndarray bbox_targets = np.zeros((class_labels.shape[0], 4 * - * class_nums if not is_cls_agnostic else 4 * 2)) - * cdef np.ndarray bbox_inside_weights = np.zeros((bbox_targets.shape[0], - * bbox_targets.shape[1])) # <<<<<<<<<<<<<< - * - * cdef int class_label, start_ind, end_ind, ind - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_bbox_targets->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_bbox_targets->dimensions[1])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 88, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 88, __pyx_L1_error) - __pyx_v_bbox_inside_weights = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":91 - * - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: # <<<<<<<<<<<<<< - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - */ - if (likely(PyList_CheckExact(((PyObject *)__pyx_v_fg_inds))) || - PyTuple_CheckExact(((PyObject *)__pyx_v_fg_inds))) { - __pyx_t_3 = ((PyObject *)__pyx_v_fg_inds); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_6 = 0; - __pyx_t_7 = NULL; - } else { - __pyx_t_6 = -1; - __pyx_t_3 = PyObject_GetIter(((PyObject *)__pyx_v_fg_inds)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 91, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_7 = Py_TYPE(__pyx_t_3)->tp_iternext; - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 91, __pyx_L1_error) - } - for (;;) { - if (likely(!__pyx_t_7)) { - if (likely(PyList_CheckExact(__pyx_t_3))) { - if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_3)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_6); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 91, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 91, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } else { - if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_3)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_6); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 91, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 91, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } - } else { - __pyx_t_5 = __pyx_t_7(__pyx_t_3); - if (unlikely(!__pyx_t_5)) { - PyObject *exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, - PyExc_StopIteration))) - PyErr_Clear(); - else - __PYX_ERR(0, 91, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_5); - } - __pyx_t_8 = __Pyx_PyInt_As_int(__pyx_t_5); - if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 91, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_ind = __pyx_t_8; - - /* "cyops/bbox.pyx":92 - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * # <<<<<<<<<<<<<< - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - */ - if (((!(__pyx_v_is_cls_agnostic != 0)) != 0)) { - __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_class_labels), - __pyx_v_ind, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 1, - 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 92, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyNumber_Int(__pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 92, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_1); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 92, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_t_9; - } else { - __pyx_t_8 = 1; - } - __pyx_v_class_label = __pyx_t_8; - - /* "cyops/bbox.pyx":93 - * for ind in fg_inds: - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 # <<<<<<<<<<<<<< - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - */ - __pyx_v_start_ind = (__pyx_v_class_label * 4); - - /* "cyops/bbox.pyx":94 - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 # <<<<<<<<<<<<<< - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - */ - __pyx_v_end_ind = ((__pyx_v_class_label * 4) + 4); - - /* "cyops/bbox.pyx":95 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * # <<<<<<<<<<<<<< - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * return bbox_targets, bbox_inside_weights - */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_slice__6); - __Pyx_GIVEREF(__pyx_slice__6); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_slice__6); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_bbox_targets_input), - __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_start_ind); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_end_ind); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = PySlice_New(__pyx_t_4, __pyx_t_2, Py_None); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyTuple_New(2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_10); - __pyx_t_5 = 0; - __pyx_t_10 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_bbox_targets), - __pyx_t_2, - __pyx_t_1) < 0)) - __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":96 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * # <<<<<<<<<<<<<< - * return bbox_targets, bbox_inside_weights - * - */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_start_ind); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = __Pyx_PyInt_From_int(__pyx_v_end_ind); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_5 = PySlice_New(__pyx_t_2, __pyx_t_10, Py_None); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(2); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_5); - __pyx_t_1 = 0; - __pyx_t_5 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_bbox_inside_weights), - __pyx_t_10, - __pyx_tuple__7) < 0)) - __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/bbox.pyx":91 - * - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: # <<<<<<<<<<<<<< - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - */ - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/bbox.pyx":97 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * return bbox_targets, bbox_inside_weights # <<<<<<<<<<<<<< - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 97, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_targets)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_bbox_targets)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weights)); - PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_v_bbox_inside_weights)); - __pyx_r = __pyx_t_3; - __pyx_t_3 = 0; - goto __pyx_L0; - -/* "cyops/bbox.pyx":76 -* -*@cython.boundscheck(False) -*def expand_bbox_targets( # <<<<<<<<<<<<<< -* np.ndarray bbox_targets_input, -* int class_nums, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_AddTraceback("cyops.bbox.expand_bbox_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_class_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weights); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - -/* Python wrapper */ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /*proto*/ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) { - int __pyx_r; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__getbuffer__ (wrapper)", 0); - __pyx_r = - __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info), - ((int)__pyx_v_flags)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags) { - int __pyx_v_i; - int __pyx_v_ndim; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - int __pyx_v_t; - char *__pyx_v_f; - PyArray_Descr *__pyx_v_descr = 0; - int __pyx_v_offset; - int __pyx_r; - __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; - PyArray_Descr *__pyx_t_7; - PyObject *__pyx_t_8 = NULL; - char *__pyx_t_9; - if (__pyx_v_info == NULL) { - PyErr_SetString(PyExc_BufferError, - "PyObject_GetBuffer: view==NULL argument is obsolete"); - return -1; - } - __Pyx_RefNannySetupContext("__getbuffer__", 0); - __pyx_v_info->obj = Py_None; - __Pyx_INCREF(Py_None); - __Pyx_GIVEREF(__pyx_v_info->obj); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":265 - * - * cdef int i, ndim - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":266 - * cdef int i, ndim - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * - * ndim = PyArray_NDIM(self) - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":268 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - * ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - */ - __pyx_v_ndim = PyArray_NDIM(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L4_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":271 - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not C contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_C_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L4_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 272, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L7_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":275 - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not Fortran contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_F_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 276, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":278 - * raise ValueError(u"ndarray is not Fortran contiguous") - * - * info.buf = PyArray_DATA(self) # <<<<<<<<<<<<<< - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_v_info->buf = PyArray_DATA(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":279 - * - * info.buf = PyArray_DATA(self) - * info.ndim = ndim # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * # Allocate new buffer for strides and shape info. - */ - __pyx_v_info->ndim = __pyx_v_ndim; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":283 - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * # <<<<<<<<<<<<<< - * info.shape = info.strides + ndim - * for i in range(ndim): - */ - __pyx_v_info->strides = ((Py_ssize_t *)PyObject_Malloc( - (((sizeof(Py_ssize_t)) * 2) * ((size_t)__pyx_v_ndim)))); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":284 - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim # <<<<<<<<<<<<<< - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - */ - __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":285 - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim - * for i in range(ndim): # <<<<<<<<<<<<<< - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] - */ - __pyx_t_4 = __pyx_v_ndim; - __pyx_t_5 = __pyx_t_4; - for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6 += 1) { - __pyx_v_i = __pyx_t_6; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":286 - * info.shape = info.strides + ndim - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] # - * <<<<<<<<<<<<<< - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - */ - (__pyx_v_info->strides[__pyx_v_i]) = - (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":287 - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] # - * <<<<<<<<<<<<<< - * else: - * info.strides = PyArray_STRIDES(self) - */ - (__pyx_v_info->shape[__pyx_v_i]) = - (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - goto __pyx_L9; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":289 - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - * info.strides = PyArray_STRIDES(self) - * # <<<<<<<<<<<<<< - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - */ - /*else*/ { - __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":290 - * else: - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) # - * <<<<<<<<<<<<<< - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - */ - __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self)); - } -__pyx_L9:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":291 - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL # <<<<<<<<<<<<<< - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) - */ - __pyx_v_info->suboffsets = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":292 - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) # - * <<<<<<<<<<<<<< - * info.readonly = not PyArray_ISWRITEABLE(self) - * - */ - __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":293 - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) # - * <<<<<<<<<<<<<< - * - * cdef int t - */ - __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":296 - * - * cdef int t - * cdef char* f = NULL # <<<<<<<<<<<<<< - * cdef dtype descr = PyArray_DESCR(self) - * cdef int offset - */ - __pyx_v_f = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":297 - * cdef int t - * cdef char* f = NULL - * cdef dtype descr = PyArray_DESCR(self) # - * <<<<<<<<<<<<<< - * cdef int offset - * - */ - __pyx_t_7 = PyArray_DESCR(__pyx_v_self); - __pyx_t_3 = ((PyObject *)__pyx_t_7); - __Pyx_INCREF(__pyx_t_3); - __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":300 - * cdef int offset - * - * info.obj = self # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(descr): - */ - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - __pyx_t_1 = ((!(PyDataType_HASFIELDS(__pyx_v_descr) != 0)) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":303 - * - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num # <<<<<<<<<<<<<< - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - */ - __pyx_t_4 = __pyx_v_descr->type_num; - __pyx_v_t = __pyx_t_4; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0); - if (!__pyx_t_2) { - goto __pyx_L15_next_or; - } else { - } - __pyx_t_2 = (__pyx_v_little_endian != 0); - if (!__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_L15_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":305 - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_1 = __pyx_t_2; - __pyx_L14_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 306, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":307 - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - */ - switch (__pyx_v_t) { - case NPY_BYTE: - __pyx_v_f = ((char *)"b"); - break; - case NPY_UBYTE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":308 - * raise ValueError(u"Non-native byte order not - * supported") - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - */ - __pyx_v_f = ((char *)"B"); - break; - case NPY_SHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":309 - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - */ - __pyx_v_f = ((char *)"h"); - break; - case NPY_USHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":310 - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - */ - __pyx_v_f = ((char *)"H"); - break; - case NPY_INT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":311 - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - */ - __pyx_v_f = ((char *)"i"); - break; - case NPY_UINT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":312 - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - */ - __pyx_v_f = ((char *)"I"); - break; - case NPY_LONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":313 - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - */ - __pyx_v_f = ((char *)"l"); - break; - case NPY_ULONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":314 - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - */ - __pyx_v_f = ((char *)"L"); - break; - case NPY_LONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":315 - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - */ - __pyx_v_f = ((char *)"q"); - break; - case NPY_ULONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":316 - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - */ - __pyx_v_f = ((char *)"Q"); - break; - case NPY_FLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":317 - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - */ - __pyx_v_f = ((char *)"f"); - break; - case NPY_DOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":318 - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - */ - __pyx_v_f = ((char *)"d"); - break; - case NPY_LONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":319 - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - */ - __pyx_v_f = ((char *)"g"); - break; - case NPY_CFLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":320 - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" # - * <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - */ - __pyx_v_f = ((char *)"Zf"); - break; - case NPY_CDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":321 - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" # - * <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" - */ - __pyx_v_f = ((char *)"Zd"); - break; - case NPY_CLONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":322 - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" # - * <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f = "O" - * else: - */ - __pyx_v_f = ((char *)"Zg"); - break; - case NPY_OBJECT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":323 - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) - */ - __pyx_v_f = ((char *)"O"); - break; - default: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":325 - * elif t == NPY_OBJECT: f = "O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) # <<<<<<<<<<<<<< - * info.format = f - * return - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_t_3); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_8); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 325, __pyx_L1_error) - break; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":326 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f # <<<<<<<<<<<<<< - * return - * else: - */ - __pyx_v_info->format = __pyx_v_f; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":327 - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f - * return # <<<<<<<<<<<<<< - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - */ - __pyx_r = 0; - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":329 - * return - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) # - * <<<<<<<<<<<<<< - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - */ - /*else*/ { - __pyx_v_info->format = ((char *)PyObject_Malloc(0xFF)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":330 - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * # <<<<<<<<<<<<<< - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, - */ - (__pyx_v_info->format[0]) = '^'; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":331 - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 # <<<<<<<<<<<<<< - * f = _util_dtypestring(descr, info.format + 1, - * info.format + - * _buffer_format_string_len, - */ - __pyx_v_offset = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":332 - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, # - * <<<<<<<<<<<<<< - * info.format + - * _buffer_format_string_len, - * &offset) - */ - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, - (__pyx_v_info->format + 1), - (__pyx_v_info->format + 0xFF), - (&__pyx_v_offset)); - if (unlikely(__pyx_t_9 == ((char *)NULL))) __PYX_ERR(1, 332, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":335 - * info.format + - * _buffer_format_string_len, - * &offset) - * f[0] = c'\0' # Terminate format string # - * <<<<<<<<<<<<<< - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - */ - (__pyx_v_f[0]) = '\x00'; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = -1; - if (__pyx_v_info->obj != NULL) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } - goto __pyx_L2; -__pyx_L0:; - if (__pyx_v_info->obj == Py_None) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } -__pyx_L2:; - __Pyx_XDECREF((PyObject *)__pyx_v_descr); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - -/* Python wrapper */ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__releasebuffer__ (wrapper)", 0); - __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("__releasebuffer__", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":339 - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) - */ - PyObject_Free(__pyx_v_info->format); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":341 - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) # <<<<<<<<<<<<<< - * # info.shape was stored after info.strides in the same block - * - */ - PyObject_Free(__pyx_v_info->strides); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 - * ctypedef npy_cdouble complex_t - * - * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(1, a) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1( - PyObject *__pyx_v_a) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":822 - * - * cdef inline object PyArray_MultiIterNew1(a): - * return PyArray_MultiIterNew(1, a) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew2(a, b): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 822, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 -*ctypedef npy_cdouble complex_t -* -*cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(1, a) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, b) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2( - PyObject *__pyx_v_a, PyObject *__pyx_v_b) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":825 - * - * cdef inline object PyArray_MultiIterNew2(a, b): - * return PyArray_MultiIterNew(2, a, b) # - * <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 825, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 -* return PyArray_MultiIterNew(1, a) -* -*cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(2, a, b) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, c) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3( - PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":828 - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - * return PyArray_MultiIterNew(3, a, b, c) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew( - 3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 828, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 -* return PyArray_MultiIterNew(2, a, b) -* -*cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(3, a, b, c) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, d) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":831 - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - * return PyArray_MultiIterNew(4, a, b, c, d) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(4, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 831, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 -* return PyArray_MultiIterNew(3, a, b, c) -* -*cdef inline object PyArray_MultiIterNew4(a, b, c, d): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d, - PyObject *__pyx_v_e) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":834 - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) # <<<<<<<<<<<<<< - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(5, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d), - ((void *)__pyx_v_e)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 834, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE( - PyArray_Descr *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":838 - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape # <<<<<<<<<<<<<< - * else: - * return () - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_d->subarray->shape)); - __pyx_r = ((PyObject *)__pyx_v_d->subarray->shape); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":840 - * return d.subarray.shape - * else: - * return () # <<<<<<<<<<<<<< - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: - */ - /*else*/ { - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_empty_tuple); - __pyx_r = __pyx_empty_tuple; - goto __pyx_L0; - } - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< -* if PyDataType_HASSUBARRAY(d): -* return d.subarray.shape -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 - * return () - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: # <<<<<<<<<<<<<< - * # Recursive utility function used in __getbuffer__ to get format - * # string. The new location in the format string is returned. - */ - -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring( - PyArray_Descr *__pyx_v_descr, - char *__pyx_v_f, - char *__pyx_v_end, - int *__pyx_v_offset) { - PyArray_Descr *__pyx_v_child = 0; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - PyObject *__pyx_v_fields = 0; - PyObject *__pyx_v_childname = NULL; - PyObject *__pyx_v_new_offset = NULL; - PyObject *__pyx_v_t = NULL; - char *__pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - Py_ssize_t __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - int __pyx_t_5; - int __pyx_t_6; - int __pyx_t_7; - long __pyx_t_8; - char *__pyx_t_9; - __Pyx_RefNannySetupContext("_util_dtypestring", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":847 - * - * cdef dtype child - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * cdef tuple fields - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":848 - * cdef dtype child - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * cdef tuple fields - * - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - if (unlikely(__pyx_v_descr->names == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); - __PYX_ERR(1, 851, __pyx_L1_error) - } - __pyx_t_1 = __pyx_v_descr->names; - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = 0; - for (;;) { - if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_2++; - if (unlikely(0 < 0)) __PYX_ERR(1, 851, __pyx_L1_error) -#else - __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); - __pyx_t_2++; - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 851, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":852 - * - * for childname in descr.names: - * fields = descr.fields[childname] # <<<<<<<<<<<<<< - * child, new_offset = fields - * - */ - if (unlikely(__pyx_v_descr->fields == Py_None)) { - PyErr_SetString(PyExc_TypeError, - "'NoneType' object is not subscriptable"); - __PYX_ERR(1, 852, __pyx_L1_error) - } - __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_descr->fields, __pyx_v_childname); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (!(likely(PyTuple_CheckExact(__pyx_t_3)) || ((__pyx_t_3) == Py_None) || - (PyErr_Format(PyExc_TypeError, - "Expected %.16s, got %.200s", - "tuple", - Py_TYPE(__pyx_t_3)->tp_name), - 0))) - __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject *)__pyx_t_3)); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":853 - * for childname in descr.names: - * fields = descr.fields[childname] - * child, new_offset = fields # <<<<<<<<<<<<<< - * - * if (end - f) - (new_offset - offset[0]) < 15: - */ - if (likely(__pyx_v_fields != Py_None)) { - PyObject *sequence = __pyx_v_fields; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 2)) { - if (size > 2) - __Pyx_RaiseTooManyValuesError(2); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(1, 853, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); -#else - __pyx_t_3 = PySequence_ITEM(sequence, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PySequence_ITEM(sequence, 1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); -#endif - } else { - __Pyx_RaiseNoneNotIterableError(); - __PYX_ERR(1, 853, __pyx_L1_error) - } - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) - __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3)); - __pyx_t_3 = 0; - __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - __pyx_t_4 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = ((((__pyx_v_end - __pyx_v_f) - ((int)__pyx_t_5)) < 15) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_t_3 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__11, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 856, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0); - if (!__pyx_t_7) { - goto __pyx_L8_next_or; - } else { - } - __pyx_t_7 = (__pyx_v_little_endian != 0); - if (!__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_L8_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":859 - * - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): # - * <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * # One could encode it in the format string and have Cython - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0); - if (__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_6 = __pyx_t_7; - __pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":860 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 860, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 860, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":870 - * - * # Output padding bytes - * while offset[0] < new_offset: # <<<<<<<<<<<<<< - * f[0] = 120 # "x"; pad byte - * f += 1 - */ - while (1) { - __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_v_new_offset, Py_LT); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!__pyx_t_6) break; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":871 - * # Output padding bytes - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte # <<<<<<<<<<<<<< - * f += 1 - * offset[0] += 1 - */ - (__pyx_v_f[0]) = 0x78; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":872 - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte - * f += 1 # <<<<<<<<<<<<<< - * offset[0] += 1 - * - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":873 - * f[0] = 120 # "x"; pad byte - * f += 1 - * offset[0] += 1 # <<<<<<<<<<<<<< - * - * offset[0] += child.itemsize - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":875 - * offset[0] += 1 - * - * offset[0] += child.itemsize # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(child): - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = - ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0); - if (__pyx_t_6) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":878 - * - * if not PyDataType_HASFIELDS(child): - * t = child.type_num # <<<<<<<<<<<<<< - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - */ - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 878, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_t_4 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__12, NULL); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 880, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":883 - * - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_BYTE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 98; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":884 - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UBYTE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":885 - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_SHORT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x68; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":886 - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_USHORT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 72; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":887 - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_INT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x69; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":888 - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UINT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 73; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":889 - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x6C; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":890 - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 76; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":891 - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGLONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x71; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":892 - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONGLONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 81; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":893 - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_FLOAT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":894 - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_DOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x64; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":895 - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x67; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":896 - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * # <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CFLOAT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x66; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":897 - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * # <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x64; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":898 - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * # <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CLONGDOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x67; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":899 - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_OBJECT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (likely(__pyx_t_6)) { - (__pyx_v_f[0]) = 79; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":901 - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * # <<<<<<<<<<<<<< - * f += 1 - * else: - */ - /*else*/ { - __pyx_t_3 = __Pyx_PyUnicode_FormatSafe( - __pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 901, __pyx_L1_error) - } - __pyx_L15:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":902 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * f += 1 # <<<<<<<<<<<<<< - * else: - * # Cython ignores struct boundary information ("T{...}"), - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - goto __pyx_L13; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":906 - * # Cython ignores struct boundary information ("T{...}"), - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) # - * <<<<<<<<<<<<<< - * return f - * - */ - /*else*/ { - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring( - __pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); - if (unlikely(__pyx_t_9 == ((char *)NULL))) - __PYX_ERR(1, 906, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - } - __pyx_L13:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - } - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":907 - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) - * return f # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_f; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 -* return () -* -*cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* -* offset) except NULL: # <<<<<<<<<<<<<< -* # Recursive utility function used in __getbuffer__ to get format -* # string. The new location in the format string is returned. -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback( - "numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_child); - __Pyx_XDECREF(__pyx_v_fields); - __Pyx_XDECREF(__pyx_v_childname); - __Pyx_XDECREF(__pyx_v_new_offset); - __Pyx_XDECREF(__pyx_v_t); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - -static CYTHON_INLINE void __pyx_f_5numpy_set_array_base( - PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("set_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1023 - * - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! # <<<<<<<<<<<<<< - * PyArray_SetBaseObject(arr, base) - * - */ - Py_INCREF(__pyx_v_base); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1024 - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<< - * - * cdef inline object get_array_base(ndarray arr): - */ - (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 - * PyArray_SetBaseObject(arr, base) - * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * base = PyArray_BASE(arr) - * if base is NULL: - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base( - PyArrayObject *__pyx_v_arr) { - PyObject *__pyx_v_base; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("get_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1027 - * - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) # <<<<<<<<<<<<<< - * if base is NULL: - * return None - */ - __pyx_v_base = PyArray_BASE(__pyx_v_arr); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - __pyx_t_1 = ((__pyx_v_base == NULL) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1029 - * base = PyArray_BASE(arr) - * if base is NULL: - * return None # <<<<<<<<<<<<<< - * return base - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_r = Py_None; - __Pyx_INCREF(Py_None); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1030 - * if base is NULL: - * return None - * return base # <<<<<<<<<<<<<< - * - * # Versions of the import_* functions which are more suitable for - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_base)); - __pyx_r = ((PyObject *)__pyx_v_base); - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 -* PyArray_SetBaseObject(arr, base) -* -*cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< -* base = PyArray_BASE(arr) -* if base is NULL: -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_array", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1036 - * cdef inline int import_array() except -1: - * try: - * _import_array() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - */ - __pyx_t_4 = _import_array(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1036, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1037 - * try: - * _import_array() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.multiarray failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1037, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__13, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1038, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1038, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_umath", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1042 - * cdef inline int import_umath() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1042, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1043 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1043, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__14, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1044, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1044, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_ufunc", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1048 - * cdef inline int import_ufunc() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1048, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1049 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1049, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1050 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__14, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1050, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1050, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyMethodDef __pyx_methods[] = {{0, 0, 0, 0}}; - -#if PY_MAJOR_VERSION >= 3 -#if CYTHON_PEP489_MULTI_PHASE_INIT -static PyObject *__pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ -static int __pyx_pymod_exec_bbox(PyObject *module); /*proto*/ -static PyModuleDef_Slot __pyx_moduledef_slots[] = { - {Py_mod_create, (void *)__pyx_pymod_create}, - {Py_mod_exec, (void *)__pyx_pymod_exec_bbox}, - {0, NULL}}; -#endif - -static struct PyModuleDef __pyx_moduledef = { - PyModuleDef_HEAD_INIT, - "bbox", - 0, /* m_doc */ -#if CYTHON_PEP489_MULTI_PHASE_INIT - 0, /* m_size */ -#else - -1, /* m_size */ -#endif - __pyx_methods /* m_methods */, -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_moduledef_slots, /* m_slots */ -#else - NULL, /* m_reload */ -#endif - NULL, /* m_traverse */ - NULL, /* m_clear */ - NULL /* m_free */ -}; -#endif -#ifndef CYTHON_SMALL_CODE -#if defined(__clang__) -#define CYTHON_SMALL_CODE -#elif defined(__GNUC__) && \ - (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) -#define CYTHON_SMALL_CODE __attribute__((cold)) -#else -#define CYTHON_SMALL_CODE -#endif -#endif - -static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_kp_u_Format_string_allocated_too_shor, - __pyx_k_Format_string_allocated_too_shor, - sizeof(__pyx_k_Format_string_allocated_too_shor), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, - __pyx_k_Format_string_allocated_too_shor_2, - sizeof(__pyx_k_Format_string_allocated_too_shor_2), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_ImportError, - __pyx_k_ImportError, - sizeof(__pyx_k_ImportError), - 0, - 0, - 1, - 1}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, - __pyx_k_Non_native_byte_order_not_suppor, - sizeof(__pyx_k_Non_native_byte_order_not_suppor), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_RuntimeError, - __pyx_k_RuntimeError, - sizeof(__pyx_k_RuntimeError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ValueError, - __pyx_k_ValueError, - sizeof(__pyx_k_ValueError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_area1, __pyx_k_area1, sizeof(__pyx_k_area1), 0, 0, 1, 1}, - {&__pyx_n_s_area2, __pyx_k_area2, sizeof(__pyx_k_area2), 0, 0, 1, 1}, - {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1}, - {&__pyx_n_s_bbox_inside_weights, - __pyx_k_bbox_inside_weights, - sizeof(__pyx_k_bbox_inside_weights), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bbox_overlaps, - __pyx_k_bbox_overlaps, - sizeof(__pyx_k_bbox_overlaps), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bbox_reg_weights, - __pyx_k_bbox_reg_weights, - sizeof(__pyx_k_bbox_reg_weights), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bbox_targets, - __pyx_k_bbox_targets, - sizeof(__pyx_k_bbox_targets), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bbox_targets_input, - __pyx_k_bbox_targets_input, - sizeof(__pyx_k_bbox_targets_input), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_box_to_delta, - __pyx_k_box_to_delta, - sizeof(__pyx_k_box_to_delta), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_class_label, - __pyx_k_class_label, - sizeof(__pyx_k_class_label), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_class_labels, - __pyx_k_class_labels, - sizeof(__pyx_k_class_labels), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_class_nums, - __pyx_k_class_nums, - sizeof(__pyx_k_class_nums), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_cline_in_traceback, - __pyx_k_cline_in_traceback, - sizeof(__pyx_k_cline_in_traceback), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_compute_targets, - __pyx_k_compute_targets, - sizeof(__pyx_k_compute_targets), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_copy, __pyx_k_copy, sizeof(__pyx_k_copy), 0, 0, 1, 1}, - {&__pyx_n_s_cyops_bbox, - __pyx_k_cyops_bbox, - sizeof(__pyx_k_cyops_bbox), - 0, - 0, - 1, - 1}, - {&__pyx_kp_s_cyops_bbox_pyx, - __pyx_k_cyops_bbox_pyx, - sizeof(__pyx_k_cyops_bbox_pyx), - 0, - 0, - 1, - 0}, - {&__pyx_n_s_dh, __pyx_k_dh, sizeof(__pyx_k_dh), 0, 0, 1, 1}, - {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1}, - {&__pyx_n_s_dw, __pyx_k_dw, sizeof(__pyx_k_dw), 0, 0, 1, 1}, - {&__pyx_n_s_dx, __pyx_k_dx, sizeof(__pyx_k_dx), 0, 0, 1, 1}, - {&__pyx_n_s_dy, __pyx_k_dy, sizeof(__pyx_k_dy), 0, 0, 1, 1}, - {&__pyx_n_s_end_ind, __pyx_k_end_ind, sizeof(__pyx_k_end_ind), 0, 0, 1, 1}, - {&__pyx_n_s_ex_boxes, - __pyx_k_ex_boxes, - sizeof(__pyx_k_ex_boxes), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ex_ctr_x, - __pyx_k_ex_ctr_x, - sizeof(__pyx_k_ex_ctr_x), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ex_ctr_y, - __pyx_k_ex_ctr_y, - sizeof(__pyx_k_ex_ctr_y), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ex_h, __pyx_k_ex_h, sizeof(__pyx_k_ex_h), 0, 0, 1, 1}, - {&__pyx_n_s_ex_w, __pyx_k_ex_w, sizeof(__pyx_k_ex_w), 0, 0, 1, 1}, - {&__pyx_n_s_expand_bbox_targets, - __pyx_k_expand_bbox_targets, - sizeof(__pyx_k_expand_bbox_targets), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_fg_inds, __pyx_k_fg_inds, sizeof(__pyx_k_fg_inds), 0, 0, 1, 1}, - {&__pyx_n_s_float32, __pyx_k_float32, sizeof(__pyx_k_float32), 0, 0, 1, 1}, - {&__pyx_n_s_gt_boxes, - __pyx_k_gt_boxes, - sizeof(__pyx_k_gt_boxes), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_gt_ctr_x, - __pyx_k_gt_ctr_x, - sizeof(__pyx_k_gt_ctr_x), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_gt_ctr_y, - __pyx_k_gt_ctr_y, - sizeof(__pyx_k_gt_ctr_y), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_gt_h, __pyx_k_gt_h, sizeof(__pyx_k_gt_h), 0, 0, 1, 1}, - {&__pyx_n_s_gt_w, __pyx_k_gt_w, sizeof(__pyx_k_gt_w), 0, 0, 1, 1}, - {&__pyx_n_s_h1, __pyx_k_h1, sizeof(__pyx_k_h1), 0, 0, 1, 1}, - {&__pyx_n_s_h2, __pyx_k_h2, sizeof(__pyx_k_h2), 0, 0, 1, 1}, - {&__pyx_n_s_hstack, __pyx_k_hstack, sizeof(__pyx_k_hstack), 0, 0, 1, 1}, - {&__pyx_n_s_i4, __pyx_k_i4, sizeof(__pyx_k_i4), 0, 0, 1, 1}, - {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1}, - {&__pyx_n_s_ind, __pyx_k_ind, sizeof(__pyx_k_ind), 0, 0, 1, 1}, - {&__pyx_n_s_ind1, __pyx_k_ind1, sizeof(__pyx_k_ind1), 0, 0, 1, 1}, - {&__pyx_n_s_ind2, __pyx_k_ind2, sizeof(__pyx_k_ind2), 0, 0, 1, 1}, - {&__pyx_n_s_inter_area, - __pyx_k_inter_area, - sizeof(__pyx_k_inter_area), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_inter_h, __pyx_k_inter_h, sizeof(__pyx_k_inter_h), 0, 0, 1, 1}, - {&__pyx_n_s_inter_w, __pyx_k_inter_w, sizeof(__pyx_k_inter_w), 0, 0, 1, 1}, - {&__pyx_n_s_inter_x1, - __pyx_k_inter_x1, - sizeof(__pyx_k_inter_x1), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_inter_x2, - __pyx_k_inter_x2, - sizeof(__pyx_k_inter_x2), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_inter_y1, - __pyx_k_inter_y1, - sizeof(__pyx_k_inter_y1), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_inter_y2, - __pyx_k_inter_y2, - sizeof(__pyx_k_inter_y2), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_iou, __pyx_k_iou, sizeof(__pyx_k_iou), 0, 0, 1, 1}, - {&__pyx_n_s_is_cls_agnostic, - __pyx_k_is_cls_agnostic, - sizeof(__pyx_k_is_cls_agnostic), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_labels, __pyx_k_labels, sizeof(__pyx_k_labels), 0, 0, 1, 1}, - {&__pyx_n_s_log, __pyx_k_log, sizeof(__pyx_k_log), 0, 0, 1, 1}, - {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1}, - {&__pyx_n_s_maximum, __pyx_k_maximum, sizeof(__pyx_k_maximum), 0, 0, 1, 1}, - {&__pyx_n_s_minimum, __pyx_k_minimum, sizeof(__pyx_k_minimum), 0, 0, 1, 1}, - {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, - __pyx_k_ndarray_is_not_C_contiguous, - sizeof(__pyx_k_ndarray_is_not_C_contiguous), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, - __pyx_k_ndarray_is_not_Fortran_contiguou, - sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_newaxis, __pyx_k_newaxis, sizeof(__pyx_k_newaxis), 0, 0, 1, 1}, - {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1}, - {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1}, - {&__pyx_kp_s_numpy_core_multiarray_failed_to, - __pyx_k_numpy_core_multiarray_failed_to, - sizeof(__pyx_k_numpy_core_multiarray_failed_to), - 0, - 0, - 1, - 0}, - {&__pyx_kp_s_numpy_core_umath_failed_to_impor, - __pyx_k_numpy_core_umath_failed_to_impor, - sizeof(__pyx_k_numpy_core_umath_failed_to_impor), - 0, - 0, - 1, - 0}, - {&__pyx_n_s_overlaps, - __pyx_k_overlaps, - sizeof(__pyx_k_overlaps), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1}, - {&__pyx_n_s_roi_boxes, - __pyx_k_roi_boxes, - sizeof(__pyx_k_roi_boxes), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_start_ind, - __pyx_k_start_ind, - sizeof(__pyx_k_start_ind), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_targets, __pyx_k_targets, sizeof(__pyx_k_targets), 0, 0, 1, 1}, - {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, - {&__pyx_n_s_transpose, - __pyx_k_transpose, - sizeof(__pyx_k_transpose), - 0, - 0, - 1, - 1}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_k_unknown_dtype_code_in_numpy_pxd, - sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_vstack, __pyx_k_vstack, sizeof(__pyx_k_vstack), 0, 0, 1, 1}, - {&__pyx_n_s_w1, __pyx_k_w1, sizeof(__pyx_k_w1), 0, 0, 1, 1}, - {&__pyx_n_s_w2, __pyx_k_w2, sizeof(__pyx_k_w2), 0, 0, 1, 1}, - {&__pyx_n_s_weights, __pyx_k_weights, sizeof(__pyx_k_weights), 0, 0, 1, 1}, - {&__pyx_n_s_where, __pyx_k_where, sizeof(__pyx_k_where), 0, 0, 1, 1}, - {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1}, - {0, 0, 0, 0, 0, 0, 0}}; -static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); - if (!__pyx_builtin_range) __PYX_ERR(0, 19, __pyx_L1_error) - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); - if (!__pyx_builtin_ValueError) __PYX_ERR(1, 272, __pyx_L1_error) - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); - if (!__pyx_builtin_RuntimeError) __PYX_ERR(1, 856, __pyx_L1_error) - __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); - if (!__pyx_builtin_ImportError) __PYX_ERR(1, 1038, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_InitCachedConstants", 0); - - /* "cyops/bbox.pyx":11 - * np.ndarray gt_boxes): - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - */ - __pyx_slice_ = PySlice_New(Py_None, Py_None, Py_None); - if (unlikely(!__pyx_slice_)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - __pyx_tuple__2 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_2); - if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - __pyx_tuple__3 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_0); - if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 11, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "cyops/bbox.pyx":12 - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - */ - __pyx_tuple__4 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_3); - if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - __pyx_tuple__5 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_1); - if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 12, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "cyops/bbox.pyx":95 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * # <<<<<<<<<<<<<< - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * return bbox_targets, bbox_inside_weights - */ - __pyx_slice__6 = PySlice_New(__pyx_int_1, Py_None, Py_None); - if (unlikely(!__pyx_slice__6)) __PYX_ERR(0, 95, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice__6); - __Pyx_GIVEREF(__pyx_slice__6); - - /* "cyops/bbox.pyx":96 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * # <<<<<<<<<<<<<< - * return bbox_targets, bbox_inside_weights - * - */ - __pyx_tuple__7 = PyTuple_Pack( - 4, __pyx_float_1_0, __pyx_float_1_0, __pyx_float_1_0, __pyx_float_1_0); - if (unlikely(!__pyx_tuple__7)) __PYX_ERR(0, 96, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__7); - __Pyx_GIVEREF(__pyx_tuple__7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); - if (unlikely(!__pyx_tuple__8)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); - if (unlikely(!__pyx_tuple__9)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__10 = - PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); - if (unlikely(!__pyx_tuple__10)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__11 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); - if (unlikely(!__pyx_tuple__11)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__12 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); - if (unlikely(!__pyx_tuple__12)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); - if (unlikely(!__pyx_tuple__13)) __PYX_ERR(1, 1038, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_tuple__14 = - PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); - if (unlikely(!__pyx_tuple__14)) __PYX_ERR(1, 1044, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); - - /* "cyops/bbox.pyx":7 - * - * @cython.boundscheck(False) - * def bbox_overlaps( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes): - */ - __pyx_tuple__15 = PyTuple_Pack(19, - __pyx_n_s_roi_boxes, - __pyx_n_s_gt_boxes, - __pyx_n_s_w1, - __pyx_n_s_h1, - __pyx_n_s_w2, - __pyx_n_s_h2, - __pyx_n_s_area1, - __pyx_n_s_area2, - __pyx_n_s_overlaps, - __pyx_n_s_ind1, - __pyx_n_s_ind2, - __pyx_n_s_inter_x1, - __pyx_n_s_inter_y1, - __pyx_n_s_inter_x2, - __pyx_n_s_inter_y2, - __pyx_n_s_inter_w, - __pyx_n_s_inter_h, - __pyx_n_s_inter_area, - __pyx_n_s_iou); - if (unlikely(!__pyx_tuple__15)) __PYX_ERR(0, 7, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); - __pyx_codeobj__16 = (PyObject *)__Pyx_PyCode_New(2, - 0, - 19, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__15, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_bbox_pyx, - __pyx_n_s_bbox_overlaps, - 7, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__16)) __PYX_ERR(0, 7, __pyx_L1_error) - - /* "cyops/bbox.pyx":36 - * - * @cython.boundscheck(False) - * def box_to_delta( # <<<<<<<<<<<<<< - * np.ndarray ex_boxes, - * np.ndarray gt_boxes, - */ - __pyx_tuple__17 = PyTuple_Pack(16, - __pyx_n_s_ex_boxes, - __pyx_n_s_gt_boxes, - __pyx_n_s_weights, - __pyx_n_s_ex_w, - __pyx_n_s_ex_h, - __pyx_n_s_ex_ctr_x, - __pyx_n_s_ex_ctr_y, - __pyx_n_s_gt_w, - __pyx_n_s_gt_h, - __pyx_n_s_gt_ctr_x, - __pyx_n_s_gt_ctr_y, - __pyx_n_s_dx, - __pyx_n_s_dy, - __pyx_n_s_dw, - __pyx_n_s_dh, - __pyx_n_s_targets); - if (unlikely(!__pyx_tuple__17)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__17); - __Pyx_GIVEREF(__pyx_tuple__17); - __pyx_codeobj__18 = (PyObject *)__Pyx_PyCode_New(3, - 0, - 16, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__17, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_bbox_pyx, - __pyx_n_s_box_to_delta, - 36, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__18)) __PYX_ERR(0, 36, __pyx_L1_error) - - /* "cyops/bbox.pyx":61 - * - * @cython.boundscheck(False) - * def compute_targets( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes, - */ - __pyx_tuple__19 = PyTuple_Pack(5, - __pyx_n_s_roi_boxes, - __pyx_n_s_gt_boxes, - __pyx_n_s_labels, - __pyx_n_s_bbox_reg_weights, - __pyx_n_s_targets); - if (unlikely(!__pyx_tuple__19)) __PYX_ERR(0, 61, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__19); - __Pyx_GIVEREF(__pyx_tuple__19); - __pyx_codeobj__20 = (PyObject *)__Pyx_PyCode_New(4, - 0, - 5, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__19, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_bbox_pyx, - __pyx_n_s_compute_targets, - 61, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__20)) __PYX_ERR(0, 61, __pyx_L1_error) - - /* "cyops/bbox.pyx":76 - * - * @cython.boundscheck(False) - * def expand_bbox_targets( # <<<<<<<<<<<<<< - * np.ndarray bbox_targets_input, - * int class_nums, - */ - __pyx_tuple__21 = PyTuple_Pack(11, - __pyx_n_s_bbox_targets_input, - __pyx_n_s_class_nums, - __pyx_n_s_is_cls_agnostic, - __pyx_n_s_class_labels, - __pyx_n_s_fg_inds, - __pyx_n_s_bbox_targets, - __pyx_n_s_bbox_inside_weights, - __pyx_n_s_class_label, - __pyx_n_s_start_ind, - __pyx_n_s_end_ind, - __pyx_n_s_ind); - if (unlikely(!__pyx_tuple__21)) __PYX_ERR(0, 76, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__21); - __Pyx_GIVEREF(__pyx_tuple__21); - __pyx_codeobj__22 = - (PyObject *)__Pyx_PyCode_New(3, - 0, - 11, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__21, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_bbox_pyx, - __pyx_n_s_expand_bbox_targets, - 76, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__22)) __PYX_ERR(0, 76, __pyx_L1_error) - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_RefNannyFinishContext(); - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) { - if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error); - __pyx_float_0_0 = PyFloat_FromDouble(0.0); - if (unlikely(!__pyx_float_0_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_float_0_5 = PyFloat_FromDouble(0.5); - if (unlikely(!__pyx_float_0_5)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_float_1_0 = PyFloat_FromDouble(1.0); - if (unlikely(!__pyx_float_1_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_0 = PyInt_FromLong(0); - if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_1 = PyInt_FromLong(1); - if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_2 = PyInt_FromLong(2); - if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_3 = PyInt_FromLong(3); - if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_8 = PyInt_FromLong(8); - if (unlikely(!__pyx_int_8)) __PYX_ERR(0, 1, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/ - -static int __Pyx_modinit_global_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_global_init_code", 0); - /*--- Global init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_variable_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_export_code", 0); - /*--- Variable export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_export_code", 0); - /*--- Function export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_type_init_code", 0); - /*--- Type init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_import_code(void) { - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0); - /*--- Type import code ---*/ - __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_7cpython_4type_type = - __Pyx_ImportType(__pyx_t_1, - __Pyx_BUILTIN_MODULE_NAME, - "type", -#if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000 - sizeof(PyTypeObject), -#else - sizeof(PyHeapTypeObject), -#endif - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyImport_ImportModule("numpy"); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 206, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_5numpy_dtype = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "dtype", - sizeof(PyArray_Descr), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 206, __pyx_L1_error) - __pyx_ptype_5numpy_flatiter = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "flatiter", - sizeof(PyArrayIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 229, __pyx_L1_error) - __pyx_ptype_5numpy_broadcast = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "broadcast", - sizeof(PyArrayMultiIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 233, __pyx_L1_error) - __pyx_ptype_5numpy_ndarray = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "ndarray", - sizeof(PyArrayObject), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 242, __pyx_L1_error) - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType(__pyx_t_1, - "numpy", - "ufunc", - sizeof(PyUFuncObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 918, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_RefNannyFinishContext(); - return -1; -} - -static int __Pyx_modinit_variable_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_import_code", 0); - /*--- Variable import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_import_code", 0); - /*--- Function import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - - -#if PY_MAJOR_VERSION < 3 -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC void -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#else -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC PyObject * -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#endif - - -#if PY_MAJOR_VERSION < 3 -__Pyx_PyMODINIT_FUNC initbbox(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC initbbox(void) -#else -__Pyx_PyMODINIT_FUNC PyInit_bbox(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC PyInit_bbox(void) -#if CYTHON_PEP489_MULTI_PHASE_INIT -{ - return PyModuleDef_Init(&__pyx_moduledef); -} -static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) { -#if PY_VERSION_HEX >= 0x030700A1 - static PY_INT64_T main_interpreter_id = -1; - PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp); - if (main_interpreter_id == -1) { - main_interpreter_id = current_id; - return (unlikely(current_id == -1)) ? -1 : 0; - } else if (unlikely(main_interpreter_id != current_id)) -#else - static PyInterpreterState *main_interpreter = NULL; - PyInterpreterState *current_interpreter = PyThreadState_Get()->interp; - if (!main_interpreter) { - main_interpreter = current_interpreter; - } else if (unlikely(main_interpreter != current_interpreter)) -#endif - { - PyErr_SetString(PyExc_ImportError, - "Interpreter change detected - this module can only be " - "loaded into one interpreter per process."); - return -1; - } - return 0; -} -static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, - PyObject *moddict, - const char *from_name, - const char *to_name, - int allow_none) { - PyObject *value = PyObject_GetAttrString(spec, from_name); - int result = 0; - if (likely(value)) { - if (allow_none || value != Py_None) { - result = PyDict_SetItemString(moddict, to_name, value); - } - Py_DECREF(value); - } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_Clear(); - } else { - result = -1; - } - return result; -} -static CYTHON_SMALL_CODE PyObject *__pyx_pymod_create( - PyObject *spec, CYTHON_UNUSED PyModuleDef *def) { - PyObject *module = NULL, *moddict, *modname; - if (__Pyx_check_single_interpreter()) return NULL; - if (__pyx_m) return __Pyx_NewRef(__pyx_m); - modname = PyObject_GetAttrString(spec, "name"); - if (unlikely(!modname)) goto bad; - module = PyModule_NewObject(modname); - Py_DECREF(modname); - if (unlikely(!module)) goto bad; - moddict = PyModule_GetDict(module); - if (unlikely(!moddict)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "loader", "__loader__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "origin", "__file__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "parent", "__package__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "submodule_search_locations", "__path__", 0) < - 0)) - goto bad; - return module; -bad: - Py_XDECREF(module); - return NULL; -} - - -static CYTHON_SMALL_CODE int __pyx_pymod_exec_bbox( - PyObject *__pyx_pyinit_module) -#endif -#endif -{ - PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannyDeclarations -#if CYTHON_PEP489_MULTI_PHASE_INIT - if (__pyx_m) { - if (__pyx_m == __pyx_pyinit_module) return 0; - PyErr_SetString(PyExc_RuntimeError, - "Module 'bbox' has already been imported. " - "Re-initialisation is not supported."); - return -1; - } -#elif PY_MAJOR_VERSION >= 3 - if (__pyx_m) return __Pyx_NewRef(__pyx_m); -#endif -#if CYTHON_REFNANNY - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny"); - if (!__Pyx_RefNanny) { - PyErr_Clear(); - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny"); - if (!__Pyx_RefNanny) Py_FatalError("failed to import 'refnanny' module"); - } -#endif - __Pyx_RefNannySetupContext("__Pyx_PyMODINIT_FUNC PyInit_bbox(void)", 0); - if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pxy_PyFrame_Initialize_Offsets - __Pxy_PyFrame_Initialize_Offsets(); -#endif - __pyx_empty_tuple = PyTuple_New(0); - if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pyx_CyFunction_USED - if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_FusedFunction_USED - if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Coroutine_USED - if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Generator_USED - if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_AsyncGen_USED - if (__pyx_AsyncGen_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_StopAsyncIteration_USED - if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -/*--- Library function declarations ---*/ -/*--- Threads initialization code ---*/ -#if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS -#ifdef WITH_THREAD /* Python build with threading support? */ - PyEval_InitThreads(); -#endif -#endif -/*--- Module creation code ---*/ -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_m = __pyx_pyinit_module; - Py_INCREF(__pyx_m); -#else -#if PY_MAJOR_VERSION < 3 - __pyx_m = Py_InitModule4("bbox", __pyx_methods, 0, 0, PYTHON_API_VERSION); - Py_XINCREF(__pyx_m); -#else - __pyx_m = PyModule_Create(&__pyx_moduledef); -#endif - if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - __pyx_d = PyModule_GetDict(__pyx_m); - if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_d); - __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_b); - __pyx_cython_runtime = PyImport_AddModule((char *)"cython_runtime"); - if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_cython_runtime); - if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) - __PYX_ERR(0, 1, __pyx_L1_error); - /*--- Initialize various global constants etc. ---*/ - if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) - if (__Pyx_init_sys_getdefaultencoding_params() < 0) - __PYX_ERR(0, 1, __pyx_L1_error) -#endif - if (__pyx_module_is_main_cyops__bbox) { - if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - } -#if PY_MAJOR_VERSION >= 3 - { - PyObject *modules = PyImport_GetModuleDict(); - if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error) - if (!PyDict_GetItemString(modules, "cyops.bbox")) { - if (unlikely(PyDict_SetItemString(modules, "cyops.bbox", __pyx_m) < 0)) - __PYX_ERR(0, 1, __pyx_L1_error) - } - } -#endif - /*--- Builtin init code ---*/ - if (__Pyx_InitCachedBuiltins() < 0) goto __pyx_L1_error; - /*--- Constants init code ---*/ - if (__Pyx_InitCachedConstants() < 0) goto __pyx_L1_error; - /*--- Global type/function init code ---*/ - (void)__Pyx_modinit_global_init_code(); - (void)__Pyx_modinit_variable_export_code(); - (void)__Pyx_modinit_function_export_code(); - (void)__Pyx_modinit_type_init_code(); - if (unlikely(__Pyx_modinit_type_import_code() != 0)) goto __pyx_L1_error; - (void)__Pyx_modinit_variable_import_code(); - (void)__Pyx_modinit_function_import_code(); -/*--- Execution code ---*/ -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - - /* "cyops/bbox.pyx":2 - * cimport cython - * import numpy as np # <<<<<<<<<<<<<< - * cimport numpy as np - * - */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 2, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) - __PYX_ERR(0, 2, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":7 - * - * @cython.boundscheck(False) - * def bbox_overlaps( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes): - */ - __pyx_t_1 = PyCFunction_NewEx( - &__pyx_mdef_5cyops_4bbox_1bbox_overlaps, NULL, __pyx_n_s_cyops_bbox); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 7, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_bbox_overlaps, __pyx_t_1) < 0) - __PYX_ERR(0, 7, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":36 - * - * @cython.boundscheck(False) - * def box_to_delta( # <<<<<<<<<<<<<< - * np.ndarray ex_boxes, - * np.ndarray gt_boxes, - */ - __pyx_t_1 = PyCFunction_NewEx( - &__pyx_mdef_5cyops_4bbox_3box_to_delta, NULL, __pyx_n_s_cyops_bbox); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_box_to_delta, __pyx_t_1) < 0) - __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":61 - * - * @cython.boundscheck(False) - * def compute_targets( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes, - */ - __pyx_t_1 = PyCFunction_NewEx( - &__pyx_mdef_5cyops_4bbox_5compute_targets, NULL, __pyx_n_s_cyops_bbox); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 61, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_compute_targets, __pyx_t_1) < 0) - __PYX_ERR(0, 61, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":76 - * - * @cython.boundscheck(False) - * def expand_bbox_targets( # <<<<<<<<<<<<<< - * np.ndarray bbox_targets_input, - * int class_nums, - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5cyops_4bbox_7expand_bbox_targets, - NULL, - __pyx_n_s_cyops_bbox); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 76, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_expand_bbox_targets, __pyx_t_1) < 0) - __PYX_ERR(0, 76, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/bbox.pyx":1 - * cimport cython # <<<<<<<<<<<<<< - * import numpy as np - * cimport numpy as np - */ - __pyx_t_1 = __Pyx_PyDict_NewPresized(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /*--- Wrapped vars code ---*/ - - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - if (__pyx_m) { - if (__pyx_d) { - __Pyx_AddTraceback( - "init cyops.bbox", __pyx_clineno, __pyx_lineno, __pyx_filename); - } - Py_CLEAR(__pyx_m); - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_ImportError, "init cyops.bbox"); - } -__pyx_L0:; - __Pyx_RefNannyFinishContext(); -#if CYTHON_PEP489_MULTI_PHASE_INIT - return (__pyx_m != NULL) ? 0 : -1; -#elif PY_MAJOR_VERSION >= 3 - return __pyx_m; -#else - return; -#endif -} - -/* --- Runtime support code --- */ -/* Refnanny */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule(modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, "RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; -} -#endif - -/* PyObjectGetAttrStr */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name) { - PyTypeObject *tp = Py_TYPE(obj); - if (likely(tp->tp_getattro)) return tp->tp_getattro(obj, attr_name); -#if PY_MAJOR_VERSION < 3 - if (likely(tp->tp_getattr)) - return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); -#endif - return PyObject_GetAttr(obj, attr_name); -} -#endif - -/* GetBuiltinName */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name) { - PyObject *result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); - if (unlikely(!result)) { - PyErr_Format(PyExc_NameError, -#if PY_MAJOR_VERSION >= 3 - "name '%U' is not defined", - name); -#else - "name '%.200s' is not defined", - PyString_AS_STRING(name)); -#endif - } - return result; -} - -/* RaiseArgTupleInvalid */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) { - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T - "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, - more_or_less, - num_expected, - (num_expected == 1) ? "" : "s", - num_found); -} - -/* RaiseDoubleKeywords */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name) { - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION >= 3 - "%s() got multiple values for keyword argument '%U'", - func_name, - kw_name); -#else - "%s() got multiple values for keyword argument '%s'", - func_name, - PyString_AsString(kw_name)); -#endif -} - -/* ParseKeywords */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject ***name; - PyObject ***first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name - argnames] = value; - continue; - } - name = first_kw_arg; -#if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && - _PyString_Eq(**name, key)) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || - ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && - _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else -#endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) - ? 0 - : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != - PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format( - PyExc_TypeError, "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, - PyString_AsString(key)); -#else - "%s() got an unexpected keyword argument '%U'", - function_name, - key); -#endif -bad: - return -1; -} - -/* ArgTypeTest */ -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } else if (exact) { -#if PY_MAJOR_VERSION == 2 - if ((type == &PyBaseString_Type) && - likely(__Pyx_PyBaseString_CheckExact(obj))) - return 1; -#endif - } else { - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - } - PyErr_Format( - PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, - type->tp_name, - Py_TYPE(obj)->tp_name); - return 0; -} - -/* PyDictVersioning */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; -} -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { - PyObject **dictptr = NULL; - Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; - if (offset) { -#if CYTHON_COMPILING_IN_CPYTHON - dictptr = (likely(offset > 0)) ? (PyObject **)((char *)obj + offset) - : _PyObject_GetDictPtr(obj); -#else - dictptr = _PyObject_GetDictPtr(obj); -#endif - } - return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; -} -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - if (unlikely(!dict) || - unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) - return 0; - return obj_dict_version == __Pyx_get_object_dict_version(obj); -} -#endif - -/* GetModuleGlobalName */ -#if CYTHON_USE_DICT_VERSIONS -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value) -#else -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) -#endif -{ - PyObject *result; -#if !CYTHON_AVOID_BORROWED_REFS -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 - result = - _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *)name)->hash); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } else if (unlikely(PyErr_Occurred())) { - return NULL; - } -#else - result = PyDict_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } -#endif -#else - result = PyObject_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } - PyErr_Clear(); -#endif - return __Pyx_GetBuiltinName(name); -} - -/* PyIntBinop */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - CYTHON_UNUSED long intval, - int inplace, - int zerodivision_check) { - (void)inplace; - (void)zerodivision_check; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(op1))) { - const long b = intval; - long x; - long a = PyInt_AS_LONG(op1); - x = (long)((unsigned long)a + b); - if (likely((x ^ a) >= 0 || (x ^ b) >= 0)) return PyInt_FromLong(x); - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } -#endif -#if CYTHON_USE_PYLONG_INTERNALS - if (likely(PyLong_CheckExact(op1))) { - const long b = intval; - long a, x; -#ifdef HAVE_LONG_LONG - const PY_LONG_LONG llb = intval; - PY_LONG_LONG lla, llx; -#endif - const digit *digits = ((PyLongObject *)op1)->ob_digit; - const Py_ssize_t size = Py_SIZE(op1); - if (likely(__Pyx_sst_abs(size) <= 1)) { - a = likely(size) ? digits[0] : 0; - if (size == -1) a = -a; - } else { - switch (size) { - case -2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = (long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = (long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = (long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - default: - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - } - x = a + b; - return PyLong_FromLong(x); -#ifdef HAVE_LONG_LONG - long_long: - llx = lla + llb; - return PyLong_FromLongLong(llx); -#endif - } -#endif - if (PyFloat_CheckExact(op1)) { - const long b = intval; - double a = PyFloat_AS_DOUBLE(op1); - double result; - PyFPE_START_PROTECT("add", return NULL) result = ((double)a) + (double)b; - PyFPE_END_PROTECT(result) return PyFloat_FromDouble(result); - } - return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); -} -#endif - -/* GetItemInt */ -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyList_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyTuple_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, - Py_ssize_t i, - int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && \ - CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || - (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || - likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; - PyErr_Clear(); - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -/* ObjectGetItem */ -#if CYTHON_USE_TYPE_SLOTS -static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { - PyObject *runerr; - Py_ssize_t key_value; - PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; - if (unlikely(!(m && m->sq_item))) { - PyErr_Format(PyExc_TypeError, - "'%.200s' object is not subscriptable", - Py_TYPE(obj)->tp_name); - return NULL; - } - key_value = __Pyx_PyIndex_AsSsize_t(index); - if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { - return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); - } - if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, - "cannot fit '%.200s' into an index-sized integer", - Py_TYPE(index)->tp_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { - PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; - if (likely(m && m->mp_subscript)) { - return m->mp_subscript(obj, key); - } - return __Pyx_PyObject_GetIndex(obj, key); -} -#endif - -/* PyFunctionFastCall */ -#if CYTHON_FAST_PYCALL -static PyObject *__Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, - PyObject **args, - Py_ssize_t na, - PyObject *globals) { - PyFrameObject *f; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject **fastlocals; - Py_ssize_t i; - PyObject *result; - assert(globals != NULL); - /* XXX Perhaps we should create a specialized - PyFrame_New() that doesn't take locals, but does - take builtins without sanity checking them. - */ - assert(tstate != NULL); - f = PyFrame_New(tstate, co, globals, NULL); - if (f == NULL) { - return NULL; - } - fastlocals = __Pyx_PyFrame_GetLocalsplus(f); - for (i = 0; i < na; i++) { - Py_INCREF(*args); - fastlocals[i] = *args++; - } - result = PyEval_EvalFrameEx(f, 0); - ++tstate->recursion_depth; - Py_DECREF(f); - --tstate->recursion_depth; - return result; -} -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs) { - PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); - PyObject *globals = PyFunction_GET_GLOBALS(func); - PyObject *argdefs = PyFunction_GET_DEFAULTS(func); - PyObject *closure; -#if PY_MAJOR_VERSION >= 3 - PyObject *kwdefs; -#endif - PyObject *kwtuple, **k; - PyObject **d; - Py_ssize_t nd; - Py_ssize_t nk; - PyObject *result; - assert(kwargs == NULL || PyDict_Check(kwargs)); - nk = kwargs ? PyDict_Size(kwargs) : 0; - if (Py_EnterRecursiveCall((char *)" while calling a Python object")) { - return NULL; - } - if ( -#if PY_MAJOR_VERSION >= 3 - co->co_kwonlyargcount == 0 && -#endif - likely(kwargs == NULL || nk == 0) && - co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { - if (argdefs == NULL && co->co_argcount == nargs) { - result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); - goto done; - } else if (nargs == 0 && argdefs != NULL && - co->co_argcount == Py_SIZE(argdefs)) { - /* function called with no arguments, but all parameters have - a default value: use default values as arguments .*/ - args = &PyTuple_GET_ITEM(argdefs, 0); - result = - __Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); - goto done; - } - } - if (kwargs != NULL) { - Py_ssize_t pos, i; - kwtuple = PyTuple_New(2 * nk); - if (kwtuple == NULL) { - result = NULL; - goto done; - } - k = &PyTuple_GET_ITEM(kwtuple, 0); - pos = i = 0; - while (PyDict_Next(kwargs, &pos, &k[i], &k[i + 1])) { - Py_INCREF(k[i]); - Py_INCREF(k[i + 1]); - i += 2; - } - nk = i / 2; - } else { - kwtuple = NULL; - k = NULL; - } - closure = PyFunction_GET_CLOSURE(func); -#if PY_MAJOR_VERSION >= 3 - kwdefs = PyFunction_GET_KW_DEFAULTS(func); -#endif - if (argdefs != NULL) { - d = &PyTuple_GET_ITEM(argdefs, 0); - nd = Py_SIZE(argdefs); - } else { - d = NULL; - nd = 0; - } -#if PY_MAJOR_VERSION >= 3 - result = PyEval_EvalCodeEx((PyObject *)co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - kwdefs, - closure); -#else - result = PyEval_EvalCodeEx(co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - closure); -#endif - Py_XDECREF(kwtuple); -done: - Py_LeaveRecursiveCall(); - return result; -} -#endif -#endif - -/* PyCFunctionFastCall */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func_obj, - PyObject **args, - Py_ssize_t nargs) { - PyCFunctionObject *func = (PyCFunctionObject *)func_obj; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - int flags = PyCFunction_GET_FLAGS(func); - assert(PyCFunction_Check(func)); - assert(METH_FASTCALL == (flags & - ~(METH_CLASS | METH_STATIC | METH_COEXIST | - METH_KEYWORDS | METH_STACKLESS))); - assert(nargs >= 0); - assert(nargs == 0 || args != NULL); - /* _PyCFunction_FastCallDict() must not be called with an exception set, - because it may clear it (directly or indirectly) and so the - caller loses its exception */ - assert(!PyErr_Occurred()); - if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { - return (*((__Pyx_PyCFunctionFastWithKeywords)(void *)meth))( - self, args, nargs, NULL); - } else { - return (*((__Pyx_PyCFunctionFast)(void *)meth))(self, args, nargs); - } -} -#endif - -/* PyObjectCall */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw) { - PyObject *result; - ternaryfunc call = func->ob_type->tp_call; - if (unlikely(!call)) return PyObject_Call(func, arg, kw); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* ExtTypeTest */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - PyErr_Format(PyExc_TypeError, - "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, - type->tp_name); - return 0; -} - -/* PyObjectCall2Args */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2) { - PyObject *args, *result = NULL; -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyFunction_FastCall(function, args, 2); - } -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyCFunction_FastCall(function, args, 2); - } -#endif - args = PyTuple_New(2); - if (unlikely(!args)) goto done; - Py_INCREF(arg1); - PyTuple_SET_ITEM(args, 0, arg1); - Py_INCREF(arg2); - PyTuple_SET_ITEM(args, 1, arg2); - Py_INCREF(function); - result = __Pyx_PyObject_Call(function, args, NULL); - Py_DECREF(args); - Py_DECREF(function); -done: - return result; -} - -/* PyObjectCallMethO */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallOneArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static PyObject *__Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_New(1); - if (unlikely(!args)) return NULL; - Py_INCREF(arg); - PyTuple_SET_ITEM(args, 0, arg); - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, &arg, 1); - } -#endif - if (likely(PyCFunction_Check(func))) { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, arg); -#if CYTHON_FAST_PYCCALL - } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) { - return __Pyx_PyCFunction_FastCall(func, &arg, 1); -#endif - } - } - return __Pyx__PyObject_CallOneArg(func, arg); -} -#else -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_Pack(1, arg); - if (unlikely(!args)) return NULL; - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -#endif - -/* PyObjectCallNoArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, NULL, 0); - } -#endif -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) -#else - if (likely(PyCFunction_Check(func))) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - -/* PyErrFetchRestore */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -} -#endif - -/* RaiseException */ -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - if (PyType_Check(type)) { -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - type = (PyObject *)Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, - (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - } - __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause) { - PyObject *owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject *)Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *instance_class = NULL; - if (value && PyExceptionInstance_Check(value)) { - instance_class = (PyObject *)Py_TYPE(value); - if (instance_class != type) { - int is_subclass = PyObject_IsSubclass(instance_class, type); - if (!is_subclass) { - instance_class = NULL; - } else if (unlikely(is_subclass == -1)) { - goto bad; - } else { - type = instance_class; - } - } - } - if (!instance_class) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) goto bad; - owned_instance = PyObject_Call(type, args, NULL); - Py_DECREF(args); - if (!owned_instance) goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, - Py_TYPE(value)); - goto bad; - } - } - } else { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } - if (cause) { - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { -#if CYTHON_COMPILING_IN_PYPY - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); - Py_INCREF(tb); - PyErr_Restore(tmp_type, tmp_value, tb); - Py_XDECREF(tmp_tb); -#else - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject *tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } -#endif - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -/* DictGetItem */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key) { - PyObject *value; - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (!PyErr_Occurred()) { - if (unlikely(PyTuple_Check(key))) { - PyObject *args = PyTuple_Pack(1, key); - if (likely(args)) { - PyErr_SetObject(PyExc_KeyError, args); - Py_DECREF(args); - } - } else { - PyErr_SetObject(PyExc_KeyError, key); - } - } - return NULL; - } - Py_INCREF(value); - return value; -} -#endif - -/* RaiseTooManyValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T - "d)", - expected); -} - -/* RaiseNeedMoreValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, - (index == 1) ? "" : "s"); -} - -/* RaiseNoneIterError */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -/* GetTopmostException */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException( - PyThreadState *tstate) { - _PyErr_StackItem *exc_info = tstate->exc_info; - while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && - exc_info->previous_item != NULL) { - exc_info = exc_info->previous_item; - } - return exc_info; -} -#endif - -/* SaveResetException */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); - *type = exc_info->exc_type; - *value = exc_info->exc_value; - *tb = exc_info->exc_traceback; -#else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; -#endif - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = type; - exc_info->exc_value = value; - exc_info->exc_traceback = tb; -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -#endif - -/* PyErrExceptionMatches */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) - return 1; - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err) { - PyObject *exc_type = tstate->curexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - if (unlikely(PyTuple_Check(err))) - return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); - return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); -} -#endif - -/* GetException */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) -#endif -{ - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_FAST_THREAD_STATE - PyObject *tmp_type, *tmp_value, *tmp_tb; - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_FAST_THREAD_STATE - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; -#if PY_MAJOR_VERSION >= 3 - if (local_tb) { - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; - } -#endif - Py_XINCREF(local_tb); - Py_XINCREF(local_type); - Py_XINCREF(local_value); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_FAST_THREAD_STATE -#if CYTHON_USE_EXC_INFO_STACK - { - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = local_type; - exc_info->exc_value = local_value; - exc_info->exc_traceback = local_tb; - } -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -/* TypeImport */ -#ifndef __PYX_HAVE_RT_ImportType -#define __PYX_HAVE_RT_ImportType -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size) { - PyObject *result = 0; - char warning[200]; - Py_ssize_t basicsize; -#ifdef Py_LIMITED_API - PyObject *py_basicsize; -#endif - result = PyObject_GetAttrString(module, class_name); - if (!result) goto bad; - if (!PyType_Check(result)) { - PyErr_Format(PyExc_TypeError, - "%.200s.%.200s is not a type object", - module_name, - class_name); - goto bad; - } -#ifndef Py_LIMITED_API - basicsize = ((PyTypeObject *)result)->tp_basicsize; -#else - py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); - if (!py_basicsize) goto bad; - basicsize = PyLong_AsSsize_t(py_basicsize); - Py_DECREF(py_basicsize); - py_basicsize = 0; - if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; -#endif - if ((size_t)basicsize < size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } - if (check_size == __Pyx_ImportType_CheckSize_Error && - (size_t)basicsize != size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } else if (check_size == __Pyx_ImportType_CheckSize_Warn && - (size_t)basicsize > size) { - PyOS_snprintf(warning, - sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; - } - return (PyTypeObject *)result; -bad: - Py_XDECREF(result); - return NULL; -} -#endif - -/* Import */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; -#if PY_MAJOR_VERSION < 3 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); - if (!py_import) goto bad; -#endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) goto bad; - { -#if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; - PyErr_Clear(); - } - } - level = 0; - } -#endif - if (!module) { -#if PY_MAJOR_VERSION < 3 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, - global_dict, - empty_dict, - list, - py_level, - (PyObject *)NULL); - Py_DECREF(py_level); -#else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); -#endif - } - } -bad: -#if PY_MAJOR_VERSION < 3 - Py_XDECREF(py_import); -#endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -/* CLineInTraceback */ -#ifndef CYTHON_CLINE_IN_TRACEBACK -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { - PyObject *use_cline; - PyObject *ptype, *pvalue, *ptraceback; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject **cython_runtime_dict; -#endif - if (unlikely(!__pyx_cython_runtime)) { - return c_line; - } - __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); -#if CYTHON_COMPILING_IN_CPYTHON - cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); - if (likely(cython_runtime_dict)) { - __PYX_PY_DICT_LOOKUP_IF_MODIFIED( - use_cline, - *cython_runtime_dict, - __Pyx_PyDict_GetItemStr(*cython_runtime_dict, - __pyx_n_s_cline_in_traceback)) - } else -#endif - { - PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback); - if (use_cline_obj) { - use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; - Py_DECREF(use_cline_obj); - } else { - PyErr_Clear(); - use_cline = NULL; - } - } - if (!use_cline) { - c_line = 0; - PyObject_SetAttr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); - } else if (use_cline == Py_False || - (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { - c_line = 0; - } - __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); - return c_line; -} -#endif - -/* CodeObjectCache */ -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = start + (end - start) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject *code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || - unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry *entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Malloc( - 64 * sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && - unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject *tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Realloc( - __pyx_code_cache.entries, - (size_t)new_max * sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i = __pyx_code_cache.count; i > pos; i--) { - entries[i] = entries[i - 1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -/* AddTraceback */ -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject *__Pyx_CreateCodeObjectForTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; -#if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); -#else - py_srcfile = PyUnicode_FromString(filename); -#endif - if (!py_srcfile) goto bad; - if (c_line) { -#if PY_MAJOR_VERSION < 3 - py_funcname = - PyString_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#else - py_funcname = - PyUnicode_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#endif - } else { -#if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); -#else - py_funcname = PyUnicode_FromString(funcname); -#endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New(0, - 0, - 0, - 0, - 0, - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyFrameObject *py_frame = 0; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - if (c_line) { - c_line = __Pyx_CLineForTraceback(tstate, c_line); - } - py_code = __pyx_find_code_object(c_line ? -c_line : py_line); - if (!py_code) { - py_code = - __Pyx_CreateCodeObjectForTraceback(funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); - } - py_frame = PyFrame_New(tstate, /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - __pyx_d, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - __Pyx_PyFrame_SetLineNumber(py_frame, py_line); - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -/* CIntFromPyVerify */ -#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) -#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) -#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc) \ - { \ - func_type value = func_value; \ - if (sizeof(target_type) < sizeof(func_type)) { \ - if (unlikely(value != (func_type)(target_type)value)) { \ - func_type zero = 0; \ - if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred())) \ - return (target_type)-1; \ - if (is_unsigned && unlikely(value < zero)) \ - goto raise_neg_overflow; \ - else \ - goto raise_overflow; \ - } \ - } \ - return (target_type)value; \ - } - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) { - const Py_intptr_t neg_one = (Py_intptr_t)((Py_intptr_t)0 - (Py_intptr_t)1), - const_zero = (Py_intptr_t)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(Py_intptr_t) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(Py_intptr_t) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(Py_intptr_t), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); - } -} - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return x + y * (__pyx_t_float_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, - __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabsf(b.real) >= fabsf(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); - } else { - float r = b.imag / b.real; - float s = (float)(1.0) / (b.real + b.imag * r); - return __pyx_t_float_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - float r = b.real / b.imag; - float s = (float)(1.0) / (b.imag + b.real * r); - return __pyx_t_float_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - float denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_float_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_neg_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_conj_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real * z.real + z.imag * z.imag); -#else - return hypotf(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_float(a, a); - case 3: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, a); - case 4: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = powf(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2f(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_float(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; -} -#endif -#endif - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return x + y * (__pyx_t_double_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, - __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabs(b.real) >= fabs(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, - a.imag / b.imag); - } else { - double r = b.imag / b.real; - double s = (double)(1.0) / (b.real + b.imag * r); - return __pyx_t_double_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - double r = b.real / b.imag; - double s = (double)(1.0) / (b.imag + b.real * r); - return __pyx_t_double_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - double denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_double_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_neg_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_conj_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real * z.real + z.imag * z.imag); -#else - return hypot(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_double(a, a); - case 3: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, a); - case 4: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = pow(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_double(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; -} -#endif -#endif - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES)((enum NPY_TYPES)0 - - (enum NPY_TYPES)1), - const_zero = (enum NPY_TYPES)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(enum NPY_TYPES), little, !is_unsigned); - } -} - -/* CIntFromPy */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (int)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { - return ( - int)(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { - return ( - int)(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { - return ( - int)(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (int)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case -1: - __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - case -2: - if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int)(((int)-1) * (((((int)digits[1]) << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return ( - int)((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)(((int)-1) * - (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(((int)-1) * - (((((((((int)digits[3]) << PyLong_SHIFT) | - (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(( - ((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (int)-1; - } - } else { - int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (int)-1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); - return (int)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); - return (int)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *x) { - const Py_intptr_t neg_one = (Py_intptr_t)((Py_intptr_t)0 - (Py_intptr_t)1), - const_zero = (Py_intptr_t)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(Py_intptr_t) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (Py_intptr_t)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (Py_intptr_t)0; - case 1: - __PYX_VERIFY_RETURN_INT(Py_intptr_t, digit, digits[0]) - case 2: - if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 2 * PyLong_SHIFT) { - return (Py_intptr_t)(((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (Py_intptr_t)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (Py_intptr_t)0; - case -1: - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(Py_intptr_t, digit, +digits[0]) - case -2: - if (8 * sizeof(Py_intptr_t) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - } -#endif - if (sizeof(Py_intptr_t) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - Py_intptr_t val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (Py_intptr_t)-1; - } - } else { - Py_intptr_t val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (Py_intptr_t)-1; - val = __Pyx_PyInt_As_Py_intptr_t(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to Py_intptr_t"); - return (Py_intptr_t)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to Py_intptr_t"); - return (Py_intptr_t)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(long) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (long)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { - return (long)(((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { - return (long)(( - (((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { - return (long)(( - (((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (long)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(long) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case -1: - __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) - case -2: - if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(((long)-1) * (((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(( - ((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((long)digits[2]) << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(( - ((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((((long)digits[3]) << PyLong_SHIFT) | - (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(( - ((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - } -#endif - if (sizeof(long) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - long val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (long)-1; - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_As_long(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); - return (long)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); - return (long)-1; -} - -/* FastTypeChecks */ -#if CYTHON_COMPILING_IN_CPYTHON -static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { - while (a) { - a = a->tp_base; - if (a == b) return 1; - } - return b == &PyBaseObject_Type; -} -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { - PyObject *mro; - if (a == b) return 1; - mro = a->tp_mro; - if (likely(mro)) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(mro); - for (i = 0; i < n; i++) { - if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) return 1; - } - return 0; - } - return __Pyx_InBases(a, b); -} -#if PY_MAJOR_VERSION == 2 -static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *exc_type1, - PyObject *exc_type2) { - PyObject *exception, *value, *tb; - int res; - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch( - &exception, &value, &tb); - res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - if (!res) { - res = PyObject_IsSubclass(err, exc_type2); - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - } - __Pyx_ErrRestore(exception, value, tb); - return res; -} -#else -static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject *)err, - (PyTypeObject *)exc_type1) - : 0; - if (!res) { - res = __Pyx_IsSubtype((PyTypeObject *)err, (PyTypeObject *)exc_type2); - } - return res; -} -#endif -static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - assert(PyExceptionClass_Check(exc_type)); - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - PyObject *t = PyTuple_GET_ITEM(tuple, i); -#if PY_MAJOR_VERSION < 3 - if (likely(exc_type == t)) return 1; -#endif - if (likely(PyExceptionClass_Check(t))) { - if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1; - } else { - } - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *exc_type) { - if (likely(err == exc_type)) return 1; - if (likely(PyExceptionClass_Check(err))) { - if (likely(PyExceptionClass_Check(exc_type))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type); - } else if (likely(PyTuple_Check(exc_type))) { - return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type); - } else { - } - } - return PyErr_GivenExceptionMatches(err, exc_type); -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - assert(PyExceptionClass_Check(exc_type1)); - assert(PyExceptionClass_Check(exc_type2)); - if (likely(err == exc_type1 || err == exc_type2)) return 1; - if (likely(PyExceptionClass_Check(err))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2); - } - return (PyErr_GivenExceptionMatches(err, exc_type1) || - PyErr_GivenExceptionMatches(err, exc_type2)); -} -#endif - -/* CheckBinaryVersion */ -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, - sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, - __Pyx_MODULE_NAME, - rtversion); - return PyErr_WarnEx(NULL, message, 1); - } - return 0; -} - -/* InitStrings */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { -#if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } -#else - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } -#endif - if (!*t->p) return -1; - if (PyObject_Hash(*t->p) == -1) return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); -} -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -#if !CYTHON_PEP393_ENABLED -static const char *__Pyx_PyUnicode_AsStringAndSize(PyObject *o, - Py_ssize_t *length) { - char *defenc_c; - PyObject *defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); - if (!defenc) return NULL; - defenc_c = PyBytes_AS_STRING(defenc); -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - { - char *end = defenc_c + PyBytes_GET_SIZE(defenc); - char *c; - for (c = defenc_c; c < end; c++) { - if ((unsigned char)(*c) >= 128) { - PyUnicode_AsASCIIString(o); - return NULL; - } - } - } -#endif - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -} -#else -static CYTHON_INLINE const char *__Pyx_PyUnicode_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { - if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (likely(PyUnicode_IS_ASCII(o))) { - *length = PyUnicode_GET_LENGTH(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else - return PyUnicode_AsUTF8AndSize(o, length); -#endif -} -#endif -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT - if ( -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - __Pyx_sys_getdefaultencoding_not_ascii && -#endif - PyUnicode_Check(o)) { - return __Pyx_PyUnicode_AsStringAndSize(o, length); - } else -#endif -#if (!CYTHON_COMPILING_IN_PYPY) || \ - (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) - if (PyByteArray_Check(o)) { - *length = PyByteArray_GET_SIZE(o); - return PyByteArray_AS_STRING(o); - } else -#endif - { - char *result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (unlikely(r < 0)) { - return NULL; - } else { - return result; - } - } -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) - return is_true; - else - return PyObject_IsTrue(x); -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *x) { - int retval; - if (unlikely(!x)) return -1; - retval = __Pyx_PyObject_IsTrue(x); - Py_DECREF(x); - return retval; -} -static PyObject *__Pyx_PyNumber_IntOrLongWrongResultType( - PyObject *result, const char *type_name) { -#if PY_MAJOR_VERSION >= 3 - if (PyLong_Check(result)) { - if (PyErr_WarnFormat( - PyExc_DeprecationWarning, - 1, - "__int__ returned non-int (type %.200s). " - "The ability to return an instance of a strict subclass of int " - "is deprecated, and may be removed in a future version of Python.", - Py_TYPE(result)->tp_name)) { - Py_DECREF(result); - return NULL; - } - return result; - } -#endif - PyErr_Format(PyExc_TypeError, - "__%.4s__ returned non-%.4s (type %.200s)", - type_name, - type_name, - Py_TYPE(result)->tp_name); - Py_DECREF(result); - return NULL; -} -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x) { -#if CYTHON_USE_TYPE_SLOTS - PyNumberMethods *m; -#endif - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x) || PyLong_Check(x))) -#else - if (likely(PyLong_Check(x))) -#endif - return __Pyx_NewRef(x); -#if CYTHON_USE_TYPE_SLOTS - m = Py_TYPE(x)->tp_as_number; -#if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = m->nb_int(x); - } else if (m && m->nb_long) { - name = "long"; - res = m->nb_long(x); - } -#else - if (likely(m && m->nb_int)) { - name = "int"; - res = m->nb_int(x); - } -#endif -#else - if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { - res = PyNumber_Int(x); - } -#endif - if (likely(res)) { -#if PY_MAJOR_VERSION < 3 - if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { -#else - if (unlikely(!PyLong_CheckExact(res))) { -#endif - return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); - } - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, "an integer is required"); - } - return res; -} -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *b) { - Py_ssize_t ival; - PyObject *x; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(b))) { - if (sizeof(Py_ssize_t) >= sizeof(long)) - return PyInt_AS_LONG(b); - else - return PyInt_AsSsize_t(b); - } -#endif - if (likely(PyLong_CheckExact(b))) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)b)->ob_digit; - const Py_ssize_t size = Py_SIZE(b); - if (likely(__Pyx_sst_abs(size) <= 1)) { - ival = likely(size) ? digits[0] : 0; - if (size == -1) ival = -ival; - return ival; - } else { - switch (size) { - case 2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case 3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case 4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - } - } -#endif - return PyLong_AsSsize_t(b); - } - x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b) { - return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); -} -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t ival) { - return PyInt_FromSize_t(ival); -} - - -#endif /* Py_PYTHON_H */ diff --git a/dygraph/rcnn/models/dyg/cyops/bbox.so b/dygraph/rcnn/models/dyg/cyops/bbox.so deleted file mode 100755 index 4787069c1eb1db0acaaf029f6073ec0850ea51ea..0000000000000000000000000000000000000000 Binary files a/dygraph/rcnn/models/dyg/cyops/bbox.so and /dev/null differ diff --git a/dygraph/rcnn/models/dyg/cyops/nms.c b/dygraph/rcnn/models/dyg/cyops/nms.c deleted file mode 100644 index 7a8596bc2d39d718f0889094d54ae91cc51ff332..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/models/dyg/cyops/nms.c +++ /dev/null @@ -1,13903 +0,0 @@ -/* Generated by Cython 0.29.14 */ - -/* BEGIN: Cython Metadata -{ - "distutils": { - "depends": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/arrayobject.h", - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/ufuncobject.h" - ], - "extra_compile_args": [ - "-Wno-cpp" - ], - "include_dirs": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include" - ], - "name": "cyops.nms", - "sources": [ - "cyops/nms.pyx" - ] - }, - "module_name": "cyops.nms" -} -END: Cython Metadata */ - -#define PY_SSIZE_T_CLEAN -#include "Python.h" -#ifndef Py_PYTHON_H -#error Python headers needed to compile C extensions, please install development version of Python. -#elif PY_VERSION_HEX < 0x02060000 || \ - (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) -#error Cython requires Python 2.6+ or Python 3.3+. -#else -#define CYTHON_ABI "0_29_14" -#define CYTHON_HEX_VERSION 0x001D0EF0 -#define CYTHON_FUTURE_DIVISION 0 -#include -#ifndef offsetof -#define offsetof(type, member) ((size_t) & ((type *)0)->member) -#endif -#if !defined(WIN32) && !defined(MS_WINDOWS) -#ifndef __stdcall -#define __stdcall -#endif -#ifndef __cdecl -#define __cdecl -#endif -#ifndef __fastcall -#define __fastcall -#endif -#endif -#ifndef DL_IMPORT -#define DL_IMPORT(t) t -#endif -#ifndef DL_EXPORT -#define DL_EXPORT(t) t -#endif -#define __PYX_COMMA , -#ifndef HAVE_LONG_LONG -#if PY_VERSION_HEX >= 0x02070000 -#define HAVE_LONG_LONG -#endif -#endif -#ifndef PY_LONG_LONG -#define PY_LONG_LONG LONG_LONG -#endif -#ifndef Py_HUGE_VAL -#define Py_HUGE_VAL HUGE_VAL -#endif -#ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#undef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 0 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#if PY_VERSION_HEX < 0x03050000 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#undef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#undef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 1 -#undef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 0 -#undef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 0 -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#elif defined(PYSTON_VERSION) -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#elif !defined(CYTHON_USE_PYTYPE_LOOKUP) -#define CYTHON_USE_PYTYPE_LOOKUP 1 -#endif -#if PY_MAJOR_VERSION < 3 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#elif !defined(CYTHON_USE_PYLONG_INTERNALS) -#define CYTHON_USE_PYLONG_INTERNALS 1 -#endif -#ifndef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 1 -#endif -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#if PY_VERSION_HEX < 0x030300F0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#elif !defined(CYTHON_USE_UNICODE_WRITER) -#define CYTHON_USE_UNICODE_WRITER 1 -#endif -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#ifndef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 1 -#endif -#ifndef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 1 -#endif -#ifndef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) -#endif -#ifndef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) -#endif -#ifndef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) -#endif -#ifndef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) -#endif -#endif -#if !defined(CYTHON_FAST_PYCCALL) -#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) -#endif -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#undef SHIFT -#undef BASE -#undef MASK -#ifdef SIZEOF_VOID_P -enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void *)) }; -#endif -#endif -#ifndef __has_attribute -#define __has_attribute(x) 0 -#endif -#ifndef __has_cpp_attribute -#define __has_cpp_attribute(x) 0 -#endif -#ifndef CYTHON_RESTRICT -#if defined(__GNUC__) -#define CYTHON_RESTRICT __restrict__ -#elif defined(_MSC_VER) && _MSC_VER >= 1400 -#define CYTHON_RESTRICT __restrict -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_RESTRICT restrict -#else -#define CYTHON_RESTRICT -#endif -#endif -#ifndef CYTHON_UNUSED -#if defined(__GNUC__) -#if !(defined(__cplusplus)) || \ - (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#endif -#ifndef CYTHON_MAYBE_UNUSED_VAR -#if defined(__cplusplus) -template -void CYTHON_MAYBE_UNUSED_VAR(const T &) {} -#else -#define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) -#endif -#endif -#ifndef CYTHON_NCP_UNUSED -#if CYTHON_COMPILING_IN_CPYTHON -#define CYTHON_NCP_UNUSED -#else -#define CYTHON_NCP_UNUSED CYTHON_UNUSED -#endif -#endif -#define __Pyx_void_to_None(void_result) \ - ((void)(void_result), Py_INCREF(Py_None), Py_None) -#ifdef _MSC_VER -#ifndef _MSC_STDINT_H_ -#if _MSC_VER < 1300 -typedef unsigned char uint8_t; -typedef unsigned int uint32_t; -#else -typedef unsigned __int8 uint8_t; -typedef unsigned __int32 uint32_t; -#endif -#endif -#else -#include -#endif -#ifndef CYTHON_FALLTHROUGH -#if defined(__cplusplus) && __cplusplus >= 201103L -#if __has_cpp_attribute(fallthrough) -#define CYTHON_FALLTHROUGH [[fallthrough]] -#elif __has_cpp_attribute(clang::fallthrough) -#define CYTHON_FALLTHROUGH [[clang::fallthrough]] -#elif __has_cpp_attribute(gnu::fallthrough) -#define CYTHON_FALLTHROUGH [[gnu::fallthrough]] -#endif -#endif -#ifndef CYTHON_FALLTHROUGH -#if __has_attribute(fallthrough) -#define CYTHON_FALLTHROUGH __attribute__((fallthrough)) -#else -#define CYTHON_FALLTHROUGH -#endif -#endif -#if defined(__clang__) && defined(__apple_build_version__) -#if __apple_build_version__ < 7000000 -#undef CYTHON_FALLTHROUGH -#define CYTHON_FALLTHROUGH -#endif -#endif -#endif - -#ifndef CYTHON_INLINE -#if defined(__clang__) -#define CYTHON_INLINE __inline__ __attribute__((__unused__)) -#elif defined(__GNUC__) -#define CYTHON_INLINE __inline__ -#elif defined(_MSC_VER) -#define CYTHON_INLINE __inline -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_INLINE inline -#else -#define CYTHON_INLINE -#endif -#endif - -#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && \ - !defined(Py_OptimizeFlag) -#define Py_OptimizeFlag 0 -#endif -#define __PYX_BUILD_PY_SSIZE_T "n" -#define CYTHON_FORMAT_SSIZE_T "z" -#if PY_MAJOR_VERSION < 3 -#define __Pyx_BUILTIN_MODULE_NAME "__builtin__" -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a + k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#define __Pyx_DefaultClassType PyClass_Type -#else -#define __Pyx_BUILTIN_MODULE_NAME "builtins" -#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2 -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#else -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#endif -#define __Pyx_DefaultClassType PyType_Type -#endif -#ifndef Py_TPFLAGS_CHECKTYPES -#define Py_TPFLAGS_CHECKTYPES 0 -#endif -#ifndef Py_TPFLAGS_HAVE_INDEX -#define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#ifndef Py_TPFLAGS_HAVE_NEWBUFFER -#define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#ifndef Py_TPFLAGS_HAVE_FINALIZE -#define Py_TPFLAGS_HAVE_FINALIZE 0 -#endif -#ifndef METH_STACKLESS -#define METH_STACKLESS 0 -#endif -#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) -#ifndef METH_FASTCALL -#define METH_FASTCALL 0x80 -#endif -typedef PyObject *(*__Pyx_PyCFunctionFast)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs); -typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs, - PyObject *kwnames); -#else -#define __Pyx_PyCFunctionFast _PyCFunctionFast -#define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords -#endif -#if CYTHON_FAST_PYCCALL -#define __Pyx_PyFastCFunction_Check(func) \ - ((PyCFunction_Check(func) && \ - (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & \ - ~(METH_CLASS | METH_STATIC | METH_COEXIST | \ - METH_KEYWORDS | METH_STACKLESS))))) -#else -#define __Pyx_PyFastCFunction_Check(func) 0 -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) -#define PyObject_Malloc(s) PyMem_Malloc(s) -#define PyObject_Free(p) PyMem_Free(p) -#define PyObject_Realloc(p) PyMem_Realloc(p) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 -#define PyMem_RawMalloc(n) PyMem_Malloc(n) -#define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) -#define PyMem_RawFree(p) PyMem_Free(p) -#endif -#if CYTHON_COMPILING_IN_PYSTON -#define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) \ - PyFrame_SetLineNumber(frame, lineno) -#else -#define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) -#endif -#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#elif PY_VERSION_HEX >= 0x03060000 -#define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() -#elif PY_VERSION_HEX >= 0x03000000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#else -#define __Pyx_PyThreadState_Current _PyThreadState_Current -#endif -#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && \ - !defined(Py_tss_NEEDS_INIT) -#include "pythread.h" -#define Py_tss_NEEDS_INIT 0 -typedef int Py_tss_t; -static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { - *key = PyThread_create_key(); - return 0; -} -static CYTHON_INLINE Py_tss_t *PyThread_tss_alloc(void) { - Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); - *key = Py_tss_NEEDS_INIT; - return key; -} -static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { - PyObject_Free(key); -} -static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { - return *key != Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { - PyThread_delete_key(*key); - *key = Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { - return PyThread_set_key_value(*key, value); -} -static CYTHON_INLINE void *PyThread_tss_get(Py_tss_t *key) { - return PyThread_get_key_value(*key); -} -#endif -#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) -#define __Pyx_PyDict_NewPresized(n) \ - ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) -#else -#define __Pyx_PyDict_NewPresized(n) PyDict_New() -#endif -#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION -#define __Pyx_PyNumber_Divide(x, y) PyNumber_TrueDivide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceTrueDivide(x, y) -#else -#define __Pyx_PyNumber_Divide(x, y) PyNumber_Divide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceDivide(x, y) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && \ - CYTHON_USE_UNICODE_INTERNALS -#define __Pyx_PyDict_GetItemStr(dict, name) \ - _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *)name)->hash) -#else -#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) -#define CYTHON_PEP393_ENABLED 1 -#define __Pyx_PyUnicode_READY(op) \ - (likely(PyUnicode_IS_READY(op)) ? 0 : _PyUnicode_Ready((PyObject *)(op))) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) -#define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) -#define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) -#define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) -#define __Pyx_PyUnicode_IS_TRUE(u) \ - (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) \ - : PyUnicode_GET_SIZE(u))) -#else -#define CYTHON_PEP393_ENABLED 0 -#define PyUnicode_1BYTE_KIND 1 -#define PyUnicode_2BYTE_KIND 2 -#define PyUnicode_4BYTE_KIND 4 -#define __Pyx_PyUnicode_READY(op) (0) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) \ - ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) -#define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) -#define __Pyx_PyUnicode_DATA(u) ((void *)PyUnicode_AS_UNICODE(u)) -#define __Pyx_PyUnicode_READ(k, d, i) \ - ((void)(k), (Py_UCS4)(((Py_UNICODE *)d)[i])) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) \ - (((void)(k)), ((Py_UNICODE *)d)[i] = ch) -#define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) -#endif -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) -#else -#define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) \ - ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) \ - ? PyNumber_Add(a, b) \ - : __Pyx_PyUnicode_Concat(a, b)) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) -#define PyUnicode_Contains(u, s) PySequence_Contains(u, s) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) -#define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) -#define PyObject_Format(obj, fmt) \ - PyObject_CallMethod(obj, "__format__", "O", fmt) -#endif -#define __Pyx_PyString_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyString_Check(b) && !PyString_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : __Pyx_PyString_Format(a, b)) -#define __Pyx_PyUnicode_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : PyUnicode_Format(a, b)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) -#else -#define __Pyx_PyString_Format(a, b) PyString_Format(a, b) -#endif -#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) -#define PyObject_ASCII(o) PyObject_Repr(o) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBaseString_Type PyUnicode_Type -#define PyStringObject PyUnicodeObject -#define PyString_Type PyUnicode_Type -#define PyString_Check PyUnicode_Check -#define PyString_CheckExact PyUnicode_CheckExact -#define PyObject_Unicode PyObject_Str -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) -#define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) -#else -#define __Pyx_PyBaseString_Check(obj) \ - (PyString_Check(obj) || PyUnicode_Check(obj)) -#define __Pyx_PyBaseString_CheckExact(obj) \ - (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) -#endif -#ifndef PySet_CheckExact -#define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif -#if CYTHON_ASSUME_SAFE_MACROS -#define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) -#else -#define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyIntObject PyLongObject -#define PyInt_Type PyLong_Type -#define PyInt_Check(op) PyLong_Check(op) -#define PyInt_CheckExact(op) PyLong_CheckExact(op) -#define PyInt_FromString PyLong_FromString -#define PyInt_FromUnicode PyLong_FromUnicode -#define PyInt_FromLong PyLong_FromLong -#define PyInt_FromSize_t PyLong_FromSize_t -#define PyInt_FromSsize_t PyLong_FromSsize_t -#define PyInt_AsLong PyLong_AsLong -#define PyInt_AS_LONG PyLong_AS_LONG -#define PyInt_AsSsize_t PyLong_AsSsize_t -#define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask -#define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask -#define PyNumber_Int PyNumber_Long -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBoolObject PyLongObject -#endif -#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY -#ifndef PyUnicode_InternFromString -#define PyUnicode_InternFromString(s) PyUnicode_FromString(s) -#endif -#endif -#if PY_VERSION_HEX < 0x030200A4 -typedef long Py_hash_t; -#define __Pyx_PyInt_FromHash_t PyInt_FromLong -#define __Pyx_PyInt_AsHash_t PyInt_AsLong -#else -#define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t -#define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyMethod_New(func, self, klass) \ - ((self) ? PyMethod_New(func, self) : (Py_INCREF(func), func)) -#else -#define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) -#endif -#if CYTHON_USE_ASYNC_SLOTS -#if PY_VERSION_HEX >= 0x030500B1 -#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods -#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) -#else -#define __Pyx_PyType_AsAsync(obj) \ - ((__Pyx_PyAsyncMethodsStruct *)(Py_TYPE(obj)->tp_reserved)) -#endif -#else -#define __Pyx_PyType_AsAsync(obj) NULL -#endif -#ifndef __Pyx_PyAsyncMethodsStruct -typedef struct { - unaryfunc am_await; - unaryfunc am_aiter; - unaryfunc am_anext; -} __Pyx_PyAsyncMethodsStruct; -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#ifdef NAN -#define __PYX_NAN() ((float)NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif -#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) -#define __Pyx_truncl trunc -#else -#define __Pyx_truncl truncl -#endif - - -#define __PYX_ERR(f_index, lineno, Ln_error) \ - { \ - __pyx_filename = __pyx_f[f_index]; \ - __pyx_lineno = lineno; \ - __pyx_clineno = __LINE__; \ - goto Ln_error; \ - } - -#ifndef __PYX_EXTERN_C -#ifdef __cplusplus -#define __PYX_EXTERN_C extern "C" -#else -#define __PYX_EXTERN_C extern -#endif -#endif - -#define __PYX_HAVE__cyops__nms -#define __PYX_HAVE_API__cyops__nms -/* Early includes */ -#include -#include -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -typedef struct { - PyObject **p; - const char *s; - const Py_ssize_t n; - const char *encoding; - const char is_unicode; - const char is_str; - const char intern; -} __Pyx_StringTabEntry; - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT \ - (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#define __Pyx_uchar_cast(c) ((unsigned char)c) -#define __Pyx_long_cast(x) ((long)x) -#define __Pyx_fits_Py_ssize_t(v, type, is_signed) \ - ((sizeof(type) < sizeof(Py_ssize_t)) || \ - (sizeof(type) > sizeof(Py_ssize_t) && \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX) && \ - (!is_signed || \ - likely(v > (type)PY_SSIZE_T_MIN || v == (type)PY_SSIZE_T_MIN))) || \ - (sizeof(type) == sizeof(Py_ssize_t) && \ - (is_signed || \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX)))) -static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { - return (size_t)i < (size_t)limit; -} -#if defined(__cplusplus) && __cplusplus >= 201103L -#include -#define __Pyx_sst_abs(value) std::abs(value) -#elif SIZEOF_INT >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) abs(value) -#elif SIZEOF_LONG >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) labs(value) -#elif defined(_MSC_VER) -#define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define __Pyx_sst_abs(value) llabs(value) -#elif defined(__GNUC__) -#define __Pyx_sst_abs(value) __builtin_llabs(value) -#else -#define __Pyx_sst_abs(value) ((value < 0) ? -value : value) -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *); -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *, Py_ssize_t *length); -#define __Pyx_PyByteArray_FromString(s) \ - PyByteArray_FromStringAndSize((const char *)s, strlen((const char *)s)) -#define __Pyx_PyByteArray_FromStringAndSize(s, l) \ - PyByteArray_FromStringAndSize((const char *)s, l) -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *); -#if PY_MAJOR_VERSION < 3 -#define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#else -#define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize -#endif -#define __Pyx_PyBytes_AsWritableString(s) ((char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableSString(s) ((signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableUString(s) \ - ((unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsString(s) ((const char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsSString(s) ((const signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsUString(s) ((const unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyObject_AsWritableString(s) ((char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableSString(s) \ - ((signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableUString(s) \ - ((unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsSString(s) \ - ((const signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsUString(s) \ - ((const unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char *)s) -#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char *)s) -#define __Pyx_PyByteArray_FromCString(s) \ - __Pyx_PyByteArray_FromString((const char *)s) -#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char *)s) -#define __Pyx_PyUnicode_FromCString(s) \ - __Pyx_PyUnicode_FromString((const char *)s) -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { - const Py_UNICODE *u_end = u; - while (*u_end++) - ; - return (size_t)(u_end - u - 1); -} -#define __Pyx_PyUnicode_FromUnicode(u) \ - PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) -#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode -#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode -#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) -#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b); -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *); -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x); -#define __Pyx_PySequence_Tuple(obj) \ - (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t); -#if CYTHON_ASSUME_SAFE_MACROS -#define __pyx_PyFloat_AsDouble(x) \ - (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#else -#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) -#endif -#define __pyx_PyFloat_AsFloat(x) ((float)__pyx_PyFloat_AsDouble(x)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyNumber_Int(x) \ - (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) -#else -#define __Pyx_PyNumber_Int(x) \ - (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) -#endif -#define __Pyx_PyNumber_Float(x) \ - (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII -static int __Pyx_sys_getdefaultencoding_not_ascii; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - PyObject *ascii_chars_u = NULL; - PyObject *ascii_chars_b = NULL; - const char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = - PyObject_CallMethod(sys, (char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - if (strcmp(default_encoding_c, "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - char ascii_chars[128]; - int c; - for (c = 0; c < 128; c++) { - ascii_chars[c] = c; - } - __Pyx_sys_getdefaultencoding_not_ascii = 1; - ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); - if (!ascii_chars_u) goto bad; - ascii_chars_b = - PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || - memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { - PyErr_Format(PyExc_ValueError, - "This module compiled with c_string_encoding=ascii, but " - "default encoding '%.200s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - Py_DECREF(ascii_chars_u); - Py_DECREF(ascii_chars_b); - } - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return -1; -} -#endif -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_DecodeUTF8(c_str, size, NULL) -#else -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -static char *__PYX_DEFAULT_STRING_ENCODING; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = PyObject_CallMethod( - sys, (char *)(const char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - __PYX_DEFAULT_STRING_ENCODING = - (char *)malloc(strlen(default_encoding_c) + 1); - if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -/* Test for GCC > 2.95 */ -#if defined(__GNUC__) && \ - (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) -#define likely(x) __builtin_expect(!!(x), 1) -#define unlikely(x) __builtin_expect(!!(x), 0) -#else /* !__GNUC__ or GCC < 2.95 */ -#define likely(x) (x) -#define unlikely(x) (x) -#endif /* __GNUC__ */ -static CYTHON_INLINE void __Pyx_pretend_to_initialize(void *ptr) { (void)ptr; } - -static PyObject *__pyx_m = NULL; -static PyObject *__pyx_d; -static PyObject *__pyx_b; -static PyObject *__pyx_cython_runtime = NULL; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static PyObject *__pyx_empty_unicode; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char *__pyx_cfilenm = __FILE__; -static const char *__pyx_filename; - -/* Header.proto */ -#if !defined(CYTHON_CCOMPLEX) -#if defined(__cplusplus) -#define CYTHON_CCOMPLEX 1 -#elif defined(_Complex_I) -#define CYTHON_CCOMPLEX 1 -#else -#define CYTHON_CCOMPLEX 0 -#endif -#endif -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#include -#else -#include -#endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && \ - defined(__GNUC__) -#undef _Complex_I -#define _Complex_I 1.0fj -#endif - - -static const char *__pyx_f[] = { - "cyops/nms.pyx", "__init__.pxd", "type.pxd", -}; -/* BufferFormatStructs.proto */ -#define IS_UNSIGNED(type) (((type)-1) > 0) -struct __Pyx_StructField_; -#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) -typedef struct { - const char *name; - struct __Pyx_StructField_ *fields; - size_t size; - size_t arraysize[8]; - int ndim; - char typegroup; - char is_unsigned; - int flags; -} __Pyx_TypeInfo; -typedef struct __Pyx_StructField_ { - __Pyx_TypeInfo *type; - const char *name; - size_t offset; -} __Pyx_StructField; -typedef struct { - __Pyx_StructField *field; - size_t parent_offset; -} __Pyx_BufFmt_StackElem; -typedef struct { - __Pyx_StructField root; - __Pyx_BufFmt_StackElem *head; - size_t fmt_offset; - size_t new_count, enc_count; - size_t struct_alignment; - int is_complex; - char enc_type; - char new_packmode; - char enc_packmode; - char is_valid_array; -} __Pyx_BufFmt_Context; - -/* NoFastGil.proto */ -#define __Pyx_PyGILState_Ensure PyGILState_Ensure -#define __Pyx_PyGILState_Release PyGILState_Release -#define __Pyx_FastGIL_Remember() -#define __Pyx_FastGIL_Forget() -#define __Pyx_FastGilFuncInit() - -/* ForceInitThreads.proto */ -#ifndef __PYX_FORCE_INIT_THREADS -#define __PYX_FORCE_INIT_THREADS 0 -#endif - - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":776 - * # in Cython to enable them only on the right systems. - * - * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - */ -typedef npy_int8 __pyx_t_5numpy_int8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":777 - * - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t - */ -typedef npy_int16 __pyx_t_5numpy_int16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":778 - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< - * ctypedef npy_int64 int64_t - * #ctypedef npy_int96 int96_t - */ -typedef npy_int32 __pyx_t_5numpy_int32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":779 - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< - * #ctypedef npy_int96 int96_t - * #ctypedef npy_int128 int128_t - */ -typedef npy_int64 __pyx_t_5numpy_int64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":783 - * #ctypedef npy_int128 int128_t - * - * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - */ -typedef npy_uint8 __pyx_t_5numpy_uint8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":784 - * - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t - */ -typedef npy_uint16 __pyx_t_5numpy_uint16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":785 - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< - * ctypedef npy_uint64 uint64_t - * #ctypedef npy_uint96 uint96_t - */ -typedef npy_uint32 __pyx_t_5numpy_uint32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":786 - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< - * #ctypedef npy_uint96 uint96_t - * #ctypedef npy_uint128 uint128_t - */ -typedef npy_uint64 __pyx_t_5numpy_uint64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":790 - * #ctypedef npy_uint128 uint128_t - * - * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< - * ctypedef npy_float64 float64_t - * #ctypedef npy_float80 float80_t - */ -typedef npy_float32 __pyx_t_5numpy_float32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":791 - * - * ctypedef npy_float32 float32_t - * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< - * #ctypedef npy_float80 float80_t - * #ctypedef npy_float128 float128_t - */ -typedef npy_float64 __pyx_t_5numpy_float64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":800 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":801 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":802 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":804 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":805 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":806 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":808 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":809 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":811 - * ctypedef npy_uintp uintp_t - * - * ctypedef npy_double float_t # <<<<<<<<<<<<<< - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t - */ -typedef npy_double __pyx_t_5numpy_float_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":812 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":813 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_float_complex; -#else -typedef float _Complex __pyx_t_float_complex; -#endif -#else -typedef struct { float real, imag; } __pyx_t_float_complex; -#endif -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float, float); - -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_double_complex; -#else -typedef double _Complex __pyx_t_double_complex; -#endif -#else -typedef struct { double real, imag; } __pyx_t_double_complex; -#endif -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double, double); - - -/*--- Type declarations ---*/ - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":815 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":816 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":817 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":819 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - -/* --- Runtime support code (head) --- */ -/* Refnanny.proto */ -#ifndef CYTHON_REFNANNY -#define CYTHON_REFNANNY 0 -#endif -#if CYTHON_REFNANNY -typedef struct { - void (*INCREF)(void *, PyObject *, int); - void (*DECREF)(void *, PyObject *, int); - void (*GOTREF)(void *, PyObject *, int); - void (*GIVEREF)(void *, PyObject *, int); - void *(*SetupContext)(const char *, int, const char *); - void (*FinishContext)(void **); -} __Pyx_RefNannyAPIStruct; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); -#define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; -#ifdef WITH_THREAD -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - if (acquire_gil) { \ - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - PyGILState_Release(__pyx_gilstate_save); \ - } else { \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - } -#else -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) -#endif -#define __Pyx_RefNannyFinishContext() \ - __Pyx_RefNanny->FinishContext(&__pyx_refnanny) -#define __Pyx_INCREF(r) \ - __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_DECREF(r) \ - __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GOTREF(r) \ - __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GIVEREF(r) \ - __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_XINCREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_INCREF(r); \ - } \ - } while (0) -#define __Pyx_XDECREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_DECREF(r); \ - } \ - } while (0) -#define __Pyx_XGOTREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GOTREF(r); \ - } \ - } while (0) -#define __Pyx_XGIVEREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GIVEREF(r); \ - } \ - } while (0) -#else -#define __Pyx_RefNannyDeclarations -#define __Pyx_RefNannySetupContext(name, acquire_gil) -#define __Pyx_RefNannyFinishContext() -#define __Pyx_INCREF(r) Py_INCREF(r) -#define __Pyx_DECREF(r) Py_DECREF(r) -#define __Pyx_GOTREF(r) -#define __Pyx_GIVEREF(r) -#define __Pyx_XINCREF(r) Py_XINCREF(r) -#define __Pyx_XDECREF(r) Py_XDECREF(r) -#define __Pyx_XGOTREF(r) -#define __Pyx_XGIVEREF(r) -#endif -#define __Pyx_XDECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_XDECREF(tmp); \ - } while (0) -#define __Pyx_DECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_CLEAR(r) \ - do { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_XCLEAR(r) \ - do { \ - if ((r) != NULL) { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } \ - } while (0) - -/* PyObjectGetAttrStr.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name); -#else -#define __Pyx_PyObject_GetAttrStr(o, n) PyObject_GetAttr(o, n) -#endif - -/* GetBuiltinName.proto */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name); - -/* RaiseArgTupleInvalid.proto */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found); - -/* RaiseDoubleKeywords.proto */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name); - -/* ParseKeywords.proto */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name); - -/* ArgTypeTest.proto */ -#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact) \ - ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) \ - ? 1 \ - : __Pyx__ArgTypeTest(obj, type, name, exact)) -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact); - -/* IsLittleEndian.proto */ -static CYTHON_INLINE int __Pyx_Is_Little_Endian(void); - -/* BufferFormatCheck.proto */ -static const char *__Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context *ctx, - const char *ts); -static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context *ctx, - __Pyx_BufFmt_StackElem *stack, - __Pyx_TypeInfo *type); - -/* BufferGetAndValidate.proto */ -#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack) \ - ((obj == Py_None || obj == NULL) \ - ? (__Pyx_ZeroBuffer(buf), 0) \ - : __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)) -static int __Pyx__GetBufferAndValidate(Py_buffer *buf, - PyObject *obj, - __Pyx_TypeInfo *dtype, - int flags, - int nd, - int cast, - __Pyx_BufFmt_StackElem *stack); -static void __Pyx_ZeroBuffer(Py_buffer *buf); -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer *info); -static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; -static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; - -/* GetItemInt.proto */ -#define __Pyx_GetItemInt( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Fast( \ - o, (Py_ssize_t)i, is_list, wraparound, boundscheck) \ - : (is_list \ - ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL) \ - : __Pyx_GetItemInt_Generic(o, to_py_func(i)))) -#define __Pyx_GetItemInt_List( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -#define __Pyx_GetItemInt_Tuple( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Tuple_Fast( \ - o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); - -/* ObjectGetItem.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, - PyObject *key); -#else -#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) -#endif - -/* ExtTypeTest.proto */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - -/* PyIntBinop.proto */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - long intval, - int inplace, - int zerodivision_check); -#else -#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check) \ - (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) -#endif - -/* PyFunctionFastCall.proto */ -#if CYTHON_FAST_PYCALL -#define __Pyx_PyFunction_FastCall(func, args, nargs) \ - __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs); -#else -#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) \ - _PyFunction_FastCallDict(func, args, nargs, kwargs) -#endif -#define __Pyx_BUILD_ASSERT_EXPR(cond) (sizeof(char[1 - 2 * !(cond)]) - 1) -#ifndef Py_MEMBER_SIZE -#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) -#endif -static size_t __pyx_pyframe_localsplus_offset = 0; -#include "frameobject.h" -#define __Pxy_PyFrame_Initialize_Offsets() \ - ((void)__Pyx_BUILD_ASSERT_EXPR( \ - sizeof(PyFrameObject) == \ - offsetof(PyFrameObject, f_localsplus) + \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)), \ - (void)(__pyx_pyframe_localsplus_offset = \ - ((size_t)PyFrame_Type.tp_basicsize) - \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) -#define __Pyx_PyFrame_GetLocalsplus(frame) \ - (assert(__pyx_pyframe_localsplus_offset), \ - (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) -#endif - -/* PyObjectCall.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw); -#else -#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) -#endif - -/* PyObjectCallMethO.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg); -#endif - -/* PyObjectCallNoArg.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) \ - __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - -/* PyCFunctionFastCall.proto */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, - PyObject **args, - Py_ssize_t nargs); -#else -#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) -#endif - -/* PyObjectCallOneArg.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg); - -/* PyDictVersioning.proto */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T)-1) -#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject *)(dict))->ma_version_tag) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) \ - (version_var) = __PYX_GET_DICT_VERSION(dict); \ - (cache_var) = (value); -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) { \ - (VAR) = __pyx_dict_cached_value; \ - } else { \ - (VAR) = __pyx_dict_cached_value = (LOOKUP); \ - __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT); \ - } \ - } -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); -#else -#define __PYX_GET_DICT_VERSION(dict) (0) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); -#endif - -/* GetModuleGlobalName.proto */ -#if CYTHON_USE_DICT_VERSIONS -#define __Pyx_GetModuleGlobalName(var, name) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) \ - ? (likely(__pyx_dict_cached_value) \ - ? __Pyx_NewRef(__pyx_dict_cached_value) \ - : __Pyx_GetBuiltinName(name)) \ - : __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - { \ - PY_UINT64_T __pyx_dict_version; \ - PyObject *__pyx_dict_cached_value; \ - (var) = __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value); -#else -#define __Pyx_GetModuleGlobalName(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); -#endif - -#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char *)buf + i0 * s0) -/* PyObjectCall2Args.proto */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2); - -/* PyThreadStateGet.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; -#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; -#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type -#else -#define __Pyx_PyThreadState_declare -#define __Pyx_PyThreadState_assign -#define __Pyx_PyErr_Occurred() PyErr_Occurred() -#endif - -/* PyErrFetchRestore.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) \ - __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) \ - __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) \ - __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_PyErr_SetNone(exc) \ - (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) -#else -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#endif -#else -#define __Pyx_PyErr_Clear() PyErr_Clear() -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestoreInState(tstate, type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchInState(tstate, type, value, tb) \ - PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) -#endif - -/* SetItemInt.proto */ -#define __Pyx_SetItemInt( \ - o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_SetItemInt_Fast( \ - o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck) \ - : (is_list ? (PyErr_SetString(PyExc_IndexError, \ - "list assignment index out of range"), \ - -1) \ - : __Pyx_SetItemInt_Generic(o, to_py_func(i), v))) -static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); -static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, - Py_ssize_t i, - PyObject *v, - int is_list, - int wraparound, - int boundscheck); - -/* SliceObject.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetSlice(PyObject *obj, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **py_start, - PyObject **py_stop, - PyObject **py_slice, - int has_cstart, - int has_cstop, - int wraparound); - -/* RaiseException.proto */ -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause); - -/* DictGetItem.proto */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key); -#define __Pyx_PyObject_Dict_GetItem(obj, name) \ - (likely(PyDict_CheckExact(obj)) ? __Pyx_PyDict_GetItem(obj, name) \ - : PyObject_GetItem(obj, name)) -#else -#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) -#endif - -/* RaiseTooManyValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -/* RaiseNeedMoreValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -/* RaiseNoneIterError.proto */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -/* GetTopmostException.proto */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException(PyThreadState *tstate); -#endif - -/* SaveResetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_ExceptionSave(type, value, tb) \ - __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#define __Pyx_ExceptionReset(type, value, tb) \ - __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -#else -#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) -#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) -#endif - -/* PyErrExceptionMatches.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_ExceptionMatches(err) \ - __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err) -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err); -#else -#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err) -#endif - -/* GetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_GetException(type, value, tb) \ - __Pyx__GetException(__pyx_tstate, type, value, tb) -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); -#endif - -/* TypeImport.proto */ -#ifndef __PYX_HAVE_RT_ImportType_proto -#define __PYX_HAVE_RT_ImportType_proto -enum __Pyx_ImportType_CheckSize { - __Pyx_ImportType_CheckSize_Error = 0, - __Pyx_ImportType_CheckSize_Warn = 1, - __Pyx_ImportType_CheckSize_Ignore = 2 -}; -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size); -#endif - -/* Import.proto */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); - -/* CLineInTraceback.proto */ -#ifdef CYTHON_CLINE_IN_TRACEBACK -#define __Pyx_CLineForTraceback(tstate, c_line) \ - (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) -#else -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); -#endif - -/* CodeObjectCache.proto */ -typedef struct { - PyCodeObject *code_object; - int code_line; -} __Pyx_CodeObjectCacheEntry; -struct __Pyx_CodeObjectCache { - int count; - int max_count; - __Pyx_CodeObjectCacheEntry *entries; -}; -static struct __Pyx_CodeObjectCache __pyx_code_cache = {0, 0, NULL}; -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line); -static PyCodeObject *__pyx_find_code_object(int code_line); -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object); - -/* AddTraceback.proto */ -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename); - -/* BufferStructDeclare.proto */ -typedef struct { Py_ssize_t shape, strides, suboffsets; } __Pyx_Buf_DimInfo; -typedef struct { - size_t refcount; - Py_buffer pybuffer; -} __Pyx_Buffer; -typedef struct { - __Pyx_Buffer *rcbuffer; - char *data; - __Pyx_Buf_DimInfo diminfo[8]; -} __Pyx_LocalBuf_ND; - -#if PY_MAJOR_VERSION < 3 -static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags); -static void __Pyx_ReleaseBuffer(Py_buffer *view); -#else -#define __Pyx_GetBuffer PyObject_GetBuffer -#define __Pyx_ReleaseBuffer PyBuffer_Release -#endif - - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_unsigned_int( - unsigned int value); - -/* RealImag.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#define __Pyx_CREAL(z) ((z).real()) -#define __Pyx_CIMAG(z) ((z).imag()) -#else -#define __Pyx_CREAL(z) (__real__(z)) -#define __Pyx_CIMAG(z) (__imag__(z)) -#endif -#else -#define __Pyx_CREAL(z) ((z).real) -#define __Pyx_CIMAG(z) ((z).imag) -#endif -#if defined(__cplusplus) && CYTHON_CCOMPLEX && \ - (defined(_WIN32) || defined(__clang__) || \ - (defined(__GNUC__) && \ - (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4)) || \ - __cplusplus >= 201103) -#define __Pyx_SET_CREAL(z, x) ((z).real(x)) -#define __Pyx_SET_CIMAG(z, y) ((z).imag(y)) -#else -#define __Pyx_SET_CREAL(z, x) __Pyx_CREAL(z) = (x) -#define __Pyx_SET_CIMAG(z, y) __Pyx_CIMAG(z) = (y) -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_float(a, b) ((a) == (b)) -#define __Pyx_c_sum_float(a, b) ((a) + (b)) -#define __Pyx_c_diff_float(a, b) ((a) - (b)) -#define __Pyx_c_prod_float(a, b) ((a) * (b)) -#define __Pyx_c_quot_float(a, b) ((a) / (b)) -#define __Pyx_c_neg_float(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_float(z) ((z) == (float)0) -#define __Pyx_c_conj_float(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_float(z) (::std::abs(z)) -#define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_float(z) ((z) == 0) -#define __Pyx_c_conj_float(z) (conjf(z)) -#if 1 -#define __Pyx_c_abs_float(z) (cabsf(z)) -#define __Pyx_c_pow_float(a, b) (cpowf(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, - __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_neg_float(__pyx_t_float_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_conj_float(__pyx_t_float_complex); -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); -#endif -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_double(a, b) ((a) == (b)) -#define __Pyx_c_sum_double(a, b) ((a) + (b)) -#define __Pyx_c_diff_double(a, b) ((a) - (b)) -#define __Pyx_c_prod_double(a, b) ((a) * (b)) -#define __Pyx_c_quot_double(a, b) ((a) / (b)) -#define __Pyx_c_neg_double(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_double(z) ((z) == (double)0) -#define __Pyx_c_conj_double(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (::std::abs(z)) -#define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_double(z) ((z) == 0) -#define __Pyx_c_conj_double(z) (conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (cabs(z)) -#define __Pyx_c_pow_double(a, b) (cpow(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, - __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_neg_double(__pyx_t_double_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_conj_double(__pyx_t_double_complex); -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); -#endif -#endif - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); - -/* FastTypeChecks.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_TypeCheck(obj, type) \ - __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *type); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *type1, - PyObject *type2); -#else -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) -#define __Pyx_PyErr_GivenExceptionMatches(err, type) \ - PyErr_GivenExceptionMatches(err, type) -#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) \ - (PyErr_GivenExceptionMatches(err, type1) || \ - PyErr_GivenExceptionMatches(err, type2)) -#endif -#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - - -/* Module declarations from 'cython' */ - -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'cpython.mem' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, - char *, - char *, - int *); /*proto*/ - -/* Module declarations from 'cyops.nms' */ -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_5cyops_3nms_max( - __pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/ -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_5cyops_3nms_min( - __pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/ -static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { - "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), {0}, 0, 'R', 0, 0}; -static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int_t = { - "int_t", - NULL, - sizeof(__pyx_t_5numpy_int_t), - {0}, - 0, - IS_UNSIGNED(__pyx_t_5numpy_int_t) ? 'U' : 'I', - IS_UNSIGNED(__pyx_t_5numpy_int_t), - 0}; -static __Pyx_TypeInfo __Pyx_TypeInfo_float = { - "float", NULL, sizeof(float), {0}, 0, 'R', 0, 0}; -#define __Pyx_MODULE_NAME "cyops.nms" -extern int __pyx_module_is_main_cyops__nms; -int __pyx_module_is_main_cyops__nms = 0; - -/* Implementation of 'cyops.nms' */ -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; -static PyObject *__pyx_builtin_ImportError; -static const char __pyx_k_N[] = "N"; -static const char __pyx_k_h[] = "h"; -static const char __pyx_k_i[] = "_i"; -static const char __pyx_k_j[] = "_j"; -static const char __pyx_k_s[] = "s"; -static const char __pyx_k_w[] = "w"; -static const char __pyx_k_Nt[] = "Nt"; -static const char __pyx_k_ih[] = "ih"; -static const char __pyx_k_iw[] = "iw"; -static const char __pyx_k_np[] = "np"; -static const char __pyx_k_ov[] = "ov"; -static const char __pyx_k_ti[] = "ti"; -static const char __pyx_k_ts[] = "ts"; -static const char __pyx_k_ua[] = "ua"; -static const char __pyx_k_x1[] = "x1"; -static const char __pyx_k_x2[] = "x2"; -static const char __pyx_k_y1[] = "y1"; -static const char __pyx_k_y2[] = "y2"; -static const char __pyx_k_exp[] = "exp"; -static const char __pyx_k_i_2[] = "i"; -static const char __pyx_k_int[] = "int"; -static const char __pyx_k_ix1[] = "ix1"; -static const char __pyx_k_ix2[] = "ix2"; -static const char __pyx_k_iy1[] = "iy1"; -static const char __pyx_k_iy2[] = "iy2"; -static const char __pyx_k_j_2[] = "j"; -static const char __pyx_k_nms[] = "nms"; -static const char __pyx_k_ovr[] = "ovr"; -static const char __pyx_k_pos[] = "pos"; -static const char __pyx_k_tx1[] = "tx1"; -static const char __pyx_k_tx2[] = "tx2"; -static const char __pyx_k_ty1[] = "ty1"; -static const char __pyx_k_ty2[] = "ty2"; -static const char __pyx_k_xx1[] = "xx1"; -static const char __pyx_k_xx2[] = "xx2"; -static const char __pyx_k_yy1[] = "yy1"; -static const char __pyx_k_yy2[] = "yy2"; -static const char __pyx_k_area[] = "area"; -static const char __pyx_k_copy[] = "copy"; -static const char __pyx_k_dets[] = "dets"; -static const char __pyx_k_inds[] = "inds"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_name[] = "__name__"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_areas[] = "areas"; -static const char __pyx_k_boxes[] = "boxes"; -static const char __pyx_k_dtype[] = "dtype"; -static const char __pyx_k_iarea[] = "iarea"; -static const char __pyx_k_inter[] = "inter"; -static const char __pyx_k_ndets[] = "ndets"; -static const char __pyx_k_numpy[] = "numpy"; -static const char __pyx_k_order[] = "order"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_shape[] = "shape"; -static const char __pyx_k_sigma[] = "sigma"; -static const char __pyx_k_where[] = "where"; -static const char __pyx_k_zeros[] = "zeros"; -static const char __pyx_k_arange[] = "arange"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_maxpos[] = "maxpos"; -static const char __pyx_k_method[] = "method"; -static const char __pyx_k_scores[] = "scores"; -static const char __pyx_k_thresh[] = "thresh"; -static const char __pyx_k_weight[] = "weight"; -static const char __pyx_k_argsort[] = "argsort"; -static const char __pyx_k_box_area[] = "box_area"; -static const char __pyx_k_boxes_in[] = "boxes_in"; -static const char __pyx_k_maxscore[] = "maxscore"; -static const char __pyx_k_soft_nms[] = "soft_nms"; -static const char __pyx_k_cyops_nms[] = "cyops.nms"; -static const char __pyx_k_threshold[] = "threshold"; -static const char __pyx_k_ValueError[] = "ValueError"; -static const char __pyx_k_suppressed[] = "suppressed"; -static const char __pyx_k_ImportError[] = "ImportError"; -static const char __pyx_k_RuntimeError[] = "RuntimeError"; -static const char __pyx_k_cyops_nms_pyx[] = "cyops/nms.pyx"; -static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; -static const char __pyx_k_ndarray_is_not_C_contiguous[] = - "ndarray is not C contiguous"; -static const char __pyx_k_numpy_core_multiarray_failed_to[] = - "numpy.core.multiarray failed to import"; -static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = - "unknown dtype code in numpy.pxd (%d)"; -static const char __pyx_k_Format_string_allocated_too_shor[] = - "Format string allocated too short, see comment in numpy.pxd"; -static const char __pyx_k_Non_native_byte_order_not_suppor[] = - "Non-native byte order not supported"; -static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = - "ndarray is not Fortran contiguous"; -static const char __pyx_k_numpy_core_umath_failed_to_impor[] = - "numpy.core.umath failed to import"; -static const char __pyx_k_Format_string_allocated_too_shor_2[] = - "Format string allocated too short."; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; -static PyObject *__pyx_n_s_ImportError; -static PyObject *__pyx_n_s_N; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; -static PyObject *__pyx_n_s_Nt; -static PyObject *__pyx_n_s_RuntimeError; -static PyObject *__pyx_n_s_ValueError; -static PyObject *__pyx_n_s_arange; -static PyObject *__pyx_n_s_area; -static PyObject *__pyx_n_s_areas; -static PyObject *__pyx_n_s_argsort; -static PyObject *__pyx_n_s_box_area; -static PyObject *__pyx_n_s_boxes; -static PyObject *__pyx_n_s_boxes_in; -static PyObject *__pyx_n_s_cline_in_traceback; -static PyObject *__pyx_n_s_copy; -static PyObject *__pyx_n_s_cyops_nms; -static PyObject *__pyx_kp_s_cyops_nms_pyx; -static PyObject *__pyx_n_s_dets; -static PyObject *__pyx_n_s_dtype; -static PyObject *__pyx_n_s_exp; -static PyObject *__pyx_n_s_h; -static PyObject *__pyx_n_s_i; -static PyObject *__pyx_n_s_i_2; -static PyObject *__pyx_n_s_iarea; -static PyObject *__pyx_n_s_ih; -static PyObject *__pyx_n_s_import; -static PyObject *__pyx_n_s_inds; -static PyObject *__pyx_n_s_int; -static PyObject *__pyx_n_s_inter; -static PyObject *__pyx_n_s_iw; -static PyObject *__pyx_n_s_ix1; -static PyObject *__pyx_n_s_ix2; -static PyObject *__pyx_n_s_iy1; -static PyObject *__pyx_n_s_iy2; -static PyObject *__pyx_n_s_j; -static PyObject *__pyx_n_s_j_2; -static PyObject *__pyx_n_s_main; -static PyObject *__pyx_n_s_maxpos; -static PyObject *__pyx_n_s_maxscore; -static PyObject *__pyx_n_s_method; -static PyObject *__pyx_n_s_name; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; -static PyObject *__pyx_n_s_ndets; -static PyObject *__pyx_n_s_nms; -static PyObject *__pyx_n_s_np; -static PyObject *__pyx_n_s_numpy; -static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to; -static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor; -static PyObject *__pyx_n_s_order; -static PyObject *__pyx_n_s_ov; -static PyObject *__pyx_n_s_ovr; -static PyObject *__pyx_n_s_pos; -static PyObject *__pyx_n_s_range; -static PyObject *__pyx_n_s_s; -static PyObject *__pyx_n_s_scores; -static PyObject *__pyx_n_s_shape; -static PyObject *__pyx_n_s_sigma; -static PyObject *__pyx_n_s_soft_nms; -static PyObject *__pyx_n_s_suppressed; -static PyObject *__pyx_n_s_test; -static PyObject *__pyx_n_s_thresh; -static PyObject *__pyx_n_s_threshold; -static PyObject *__pyx_n_s_ti; -static PyObject *__pyx_n_s_ts; -static PyObject *__pyx_n_s_tx1; -static PyObject *__pyx_n_s_tx2; -static PyObject *__pyx_n_s_ty1; -static PyObject *__pyx_n_s_ty2; -static PyObject *__pyx_n_s_ua; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; -static PyObject *__pyx_n_s_w; -static PyObject *__pyx_n_s_weight; -static PyObject *__pyx_n_s_where; -static PyObject *__pyx_n_s_x1; -static PyObject *__pyx_n_s_x2; -static PyObject *__pyx_n_s_xx1; -static PyObject *__pyx_n_s_xx2; -static PyObject *__pyx_n_s_y1; -static PyObject *__pyx_n_s_y2; -static PyObject *__pyx_n_s_yy1; -static PyObject *__pyx_n_s_yy2; -static PyObject *__pyx_n_s_zeros; -static PyObject *__pyx_pf_5cyops_3nms_nms( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_dets, - __pyx_t_5numpy_float32_t __pyx_v_thresh); /* proto */ -static PyObject *__pyx_pf_5cyops_3nms_2soft_nms( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_boxes_in, - float __pyx_v_sigma, - float __pyx_v_Nt, - float __pyx_v_threshold, - unsigned int __pyx_v_method); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__( - PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ -static PyObject *__pyx_int_0; -static PyObject *__pyx_int_1; -static PyObject *__pyx_int_2; -static PyObject *__pyx_int_3; -static PyObject *__pyx_int_4; -static PyObject *__pyx_int_neg_1; -static PyObject *__pyx_slice_; -static PyObject *__pyx_slice__7; -static PyObject *__pyx_tuple__2; -static PyObject *__pyx_tuple__3; -static PyObject *__pyx_tuple__4; -static PyObject *__pyx_tuple__5; -static PyObject *__pyx_tuple__6; -static PyObject *__pyx_tuple__8; -static PyObject *__pyx_tuple__9; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; -static PyObject *__pyx_tuple__13; -static PyObject *__pyx_tuple__14; -static PyObject *__pyx_tuple__15; -static PyObject *__pyx_tuple__17; -static PyObject *__pyx_codeobj__16; -static PyObject *__pyx_codeobj__18; -/* Late includes */ - -/* "cyops/nms.pyx":28 - * cimport numpy as np - * - * cdef inline np.float32_t max(np.float32_t a, np.float32_t b) nogil: - * # <<<<<<<<<<<<<< - * return a if a >= b else b - * - */ - -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_5cyops_3nms_max( - __pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) { - __pyx_t_5numpy_float32_t __pyx_r; - __pyx_t_5numpy_float32_t __pyx_t_1; - - /* "cyops/nms.pyx":29 - * - * cdef inline np.float32_t max(np.float32_t a, np.float32_t b) nogil: - * return a if a >= b else b # <<<<<<<<<<<<<< - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b) nogil: - */ - if (((__pyx_v_a >= __pyx_v_b) != 0)) { - __pyx_t_1 = __pyx_v_a; - } else { - __pyx_t_1 = __pyx_v_b; - } - __pyx_r = __pyx_t_1; - goto __pyx_L0; - -/* "cyops/nms.pyx":28 -*cimport numpy as np -* -*cdef inline np.float32_t max(np.float32_t a, np.float32_t b) nogil: -* # <<<<<<<<<<<<<< -* return a if a >= b else b -* -*/ - -/* function exit code */ -__pyx_L0:; - return __pyx_r; -} - -/* "cyops/nms.pyx":31 - * return a if a >= b else b - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b) nogil: - * # <<<<<<<<<<<<<< - * return a if a <= b else b - * - */ - -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_5cyops_3nms_min( - __pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) { - __pyx_t_5numpy_float32_t __pyx_r; - __pyx_t_5numpy_float32_t __pyx_t_1; - - /* "cyops/nms.pyx":32 - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b) nogil: - * return a if a <= b else b # <<<<<<<<<<<<<< - * - * @cython.boundscheck(False) - */ - if (((__pyx_v_a <= __pyx_v_b) != 0)) { - __pyx_t_1 = __pyx_v_a; - } else { - __pyx_t_1 = __pyx_v_b; - } - __pyx_r = __pyx_t_1; - goto __pyx_L0; - -/* "cyops/nms.pyx":31 -* return a if a >= b else b -* -*cdef inline np.float32_t min(np.float32_t a, np.float32_t b) nogil: -* # <<<<<<<<<<<<<< -* return a if a <= b else b -* -*/ - -/* function exit code */ -__pyx_L0:; - return __pyx_r; -} - -/* "cyops/nms.pyx":37 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_3nms_1nms(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_3nms_1nms = { - "nms", - (PyCFunction)(void *)(PyCFunctionWithKeywords)__pyx_pw_5cyops_3nms_1nms, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_3nms_1nms(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_dets = 0; - __pyx_t_5numpy_float32_t __pyx_v_thresh; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("nms (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = { - &__pyx_n_s_dets, &__pyx_n_s_thresh, 0}; - PyObject *values[2] = {0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_dets)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_thresh)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("nms", 1, 2, 2, 1); - __PYX_ERR(0, 37, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely( - __Pyx_ParseOptionalKeywords( - __pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "nms") < - 0)) - __PYX_ERR(0, 37, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - } - __pyx_v_dets = ((PyArrayObject *)values[0]); - __pyx_v_thresh = __pyx_PyFloat_AsFloat(values[1]); - if (unlikely((__pyx_v_thresh == ((npy_float32)-1)) && PyErr_Occurred())) - __PYX_ERR(0, 37, __pyx_L3_error) - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("nms", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 37, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback( - "cyops.nms.nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dets), - __pyx_ptype_5numpy_ndarray, - 1, - "dets", - 0))) - __PYX_ERR(0, 37, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_3nms_nms(__pyx_self, __pyx_v_dets, __pyx_v_thresh); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_3nms_nms( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_dets, - __pyx_t_5numpy_float32_t __pyx_v_thresh) { - PyArrayObject *__pyx_v_x1 = 0; - PyArrayObject *__pyx_v_y1 = 0; - PyArrayObject *__pyx_v_x2 = 0; - PyArrayObject *__pyx_v_y2 = 0; - PyArrayObject *__pyx_v_scores = 0; - PyArrayObject *__pyx_v_areas = 0; - PyArrayObject *__pyx_v_order = 0; - int __pyx_v_ndets; - PyArrayObject *__pyx_v_suppressed = 0; - int __pyx_v__i; - int __pyx_v__j; - int __pyx_v_i; - int __pyx_v_j; - __pyx_t_5numpy_float32_t __pyx_v_ix1; - __pyx_t_5numpy_float32_t __pyx_v_iy1; - __pyx_t_5numpy_float32_t __pyx_v_ix2; - __pyx_t_5numpy_float32_t __pyx_v_iy2; - __pyx_t_5numpy_float32_t __pyx_v_iarea; - __pyx_t_5numpy_float32_t __pyx_v_xx1; - __pyx_t_5numpy_float32_t __pyx_v_yy1; - __pyx_t_5numpy_float32_t __pyx_v_xx2; - __pyx_t_5numpy_float32_t __pyx_v_yy2; - __pyx_t_5numpy_float32_t __pyx_v_w; - __pyx_t_5numpy_float32_t __pyx_v_h; - __pyx_t_5numpy_float32_t __pyx_v_inter; - __pyx_t_5numpy_float32_t __pyx_v_ovr; - __Pyx_LocalBuf_ND __pyx_pybuffernd_areas; - __Pyx_Buffer __pyx_pybuffer_areas; - __Pyx_LocalBuf_ND __pyx_pybuffernd_dets; - __Pyx_Buffer __pyx_pybuffer_dets; - __Pyx_LocalBuf_ND __pyx_pybuffernd_order; - __Pyx_Buffer __pyx_pybuffer_order; - __Pyx_LocalBuf_ND __pyx_pybuffernd_scores; - __Pyx_Buffer __pyx_pybuffer_scores; - __Pyx_LocalBuf_ND __pyx_pybuffernd_suppressed; - __Pyx_Buffer __pyx_pybuffer_suppressed; - __Pyx_LocalBuf_ND __pyx_pybuffernd_x1; - __Pyx_Buffer __pyx_pybuffer_x1; - __Pyx_LocalBuf_ND __pyx_pybuffernd_x2; - __Pyx_Buffer __pyx_pybuffer_x2; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y1; - __Pyx_Buffer __pyx_pybuffer_y1; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y2; - __Pyx_Buffer __pyx_pybuffer_y2; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyArrayObject *__pyx_t_2 = NULL; - PyArrayObject *__pyx_t_3 = NULL; - PyArrayObject *__pyx_t_4 = NULL; - PyArrayObject *__pyx_t_5 = NULL; - PyArrayObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - PyArrayObject *__pyx_t_9 = NULL; - PyArrayObject *__pyx_t_10 = NULL; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - PyArrayObject *__pyx_t_13 = NULL; - int __pyx_t_14; - int __pyx_t_15; - int __pyx_t_16; - Py_ssize_t __pyx_t_17; - Py_ssize_t __pyx_t_18; - int __pyx_t_19; - Py_ssize_t __pyx_t_20; - Py_ssize_t __pyx_t_21; - Py_ssize_t __pyx_t_22; - Py_ssize_t __pyx_t_23; - Py_ssize_t __pyx_t_24; - int __pyx_t_25; - int __pyx_t_26; - int __pyx_t_27; - Py_ssize_t __pyx_t_28; - Py_ssize_t __pyx_t_29; - Py_ssize_t __pyx_t_30; - Py_ssize_t __pyx_t_31; - Py_ssize_t __pyx_t_32; - Py_ssize_t __pyx_t_33; - Py_ssize_t __pyx_t_34; - Py_ssize_t __pyx_t_35; - __Pyx_RefNannySetupContext("nms", 0); - __pyx_pybuffer_x1.pybuffer.buf = NULL; - __pyx_pybuffer_x1.refcount = 0; - __pyx_pybuffernd_x1.data = NULL; - __pyx_pybuffernd_x1.rcbuffer = &__pyx_pybuffer_x1; - __pyx_pybuffer_y1.pybuffer.buf = NULL; - __pyx_pybuffer_y1.refcount = 0; - __pyx_pybuffernd_y1.data = NULL; - __pyx_pybuffernd_y1.rcbuffer = &__pyx_pybuffer_y1; - __pyx_pybuffer_x2.pybuffer.buf = NULL; - __pyx_pybuffer_x2.refcount = 0; - __pyx_pybuffernd_x2.data = NULL; - __pyx_pybuffernd_x2.rcbuffer = &__pyx_pybuffer_x2; - __pyx_pybuffer_y2.pybuffer.buf = NULL; - __pyx_pybuffer_y2.refcount = 0; - __pyx_pybuffernd_y2.data = NULL; - __pyx_pybuffernd_y2.rcbuffer = &__pyx_pybuffer_y2; - __pyx_pybuffer_scores.pybuffer.buf = NULL; - __pyx_pybuffer_scores.refcount = 0; - __pyx_pybuffernd_scores.data = NULL; - __pyx_pybuffernd_scores.rcbuffer = &__pyx_pybuffer_scores; - __pyx_pybuffer_areas.pybuffer.buf = NULL; - __pyx_pybuffer_areas.refcount = 0; - __pyx_pybuffernd_areas.data = NULL; - __pyx_pybuffernd_areas.rcbuffer = &__pyx_pybuffer_areas; - __pyx_pybuffer_order.pybuffer.buf = NULL; - __pyx_pybuffer_order.refcount = 0; - __pyx_pybuffernd_order.data = NULL; - __pyx_pybuffernd_order.rcbuffer = &__pyx_pybuffer_order; - __pyx_pybuffer_suppressed.pybuffer.buf = NULL; - __pyx_pybuffer_suppressed.refcount = 0; - __pyx_pybuffernd_suppressed.data = NULL; - __pyx_pybuffernd_suppressed.rcbuffer = &__pyx_pybuffer_suppressed; - __pyx_pybuffer_dets.pybuffer.buf = NULL; - __pyx_pybuffer_dets.refcount = 0; - __pyx_pybuffernd_dets.data = NULL; - __pyx_pybuffernd_dets.rcbuffer = &__pyx_pybuffer_dets; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_dets.rcbuffer->pybuffer, - (PyObject *)__pyx_v_dets, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 2, - 0, - __pyx_stack) == -1)) - __PYX_ERR(0, 37, __pyx_L1_error) - } - __pyx_pybuffernd_dets.diminfo[0].strides = - __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_dets.diminfo[0].shape = - __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[0]; - __pyx_pybuffernd_dets.diminfo[1].strides = - __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[1]; - __pyx_pybuffernd_dets.diminfo[1].shape = - __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[1]; - - /* "cyops/nms.pyx":38 - * @cython.wraparound(False) - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 38, __pyx_L1_error) - __pyx_t_2 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_x1.rcbuffer->pybuffer, - (PyObject *)__pyx_t_2, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_x1 = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 38, __pyx_L1_error) - } else { - __pyx_pybuffernd_x1.diminfo[0].strides = - __pyx_pybuffernd_x1.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_x1.diminfo[0].shape = - __pyx_pybuffernd_x1.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_2 = 0; - __pyx_v_x1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":39 - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 39, __pyx_L1_error) - __pyx_t_3 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_y1.rcbuffer->pybuffer, - (PyObject *)__pyx_t_3, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_y1 = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 39, __pyx_L1_error) - } else { - __pyx_pybuffernd_y1.diminfo[0].strides = - __pyx_pybuffernd_y1.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_y1.diminfo[0].shape = - __pyx_pybuffernd_y1.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_3 = 0; - __pyx_v_y1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":40 - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 40, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 40, __pyx_L1_error) - __pyx_t_4 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_x2.rcbuffer->pybuffer, - (PyObject *)__pyx_t_4, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_x2 = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 40, __pyx_L1_error) - } else { - __pyx_pybuffernd_x2.diminfo[0].strides = - __pyx_pybuffernd_x2.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_x2.diminfo[0].shape = - __pyx_pybuffernd_x2.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_4 = 0; - __pyx_v_x2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":41 - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 41, __pyx_L1_error) - __pyx_t_5 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_y2.rcbuffer->pybuffer, - (PyObject *)__pyx_t_5, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_y2 = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 41, __pyx_L1_error) - } else { - __pyx_pybuffernd_y2.diminfo[0].strides = - __pyx_pybuffernd_y2.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_y2.diminfo[0].shape = - __pyx_pybuffernd_y2.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_5 = 0; - __pyx_v_y2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":42 - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + - * 1) - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 42, __pyx_L1_error) - __pyx_t_6 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_scores.rcbuffer->pybuffer, - (PyObject *)__pyx_t_6, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_scores = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_scores.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 42, __pyx_L1_error) - } else { - __pyx_pybuffernd_scores.diminfo[0].strides = - __pyx_pybuffernd_scores.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_scores.diminfo[0].shape = - __pyx_pybuffernd_scores.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_6 = 0; - __pyx_v_scores = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":44 - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + - * 1) # <<<<<<<<<<<<<< - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * - */ - __pyx_t_1 = - PyNumber_Subtract(((PyObject *)__pyx_v_x2), ((PyObject *)__pyx_v_x1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - PyNumber_Subtract(((PyObject *)__pyx_v_y2), ((PyObject *)__pyx_v_y1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Multiply(__pyx_t_7, __pyx_t_8); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 44, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 44, __pyx_L1_error) - __pyx_t_9 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_areas.rcbuffer->pybuffer, - (PyObject *)__pyx_t_9, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_areas = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 44, __pyx_L1_error) - } else { - __pyx_pybuffernd_areas.diminfo[0].strides = - __pyx_pybuffernd_areas.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_areas.diminfo[0].shape = - __pyx_pybuffernd_areas.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_9 = 0; - __pyx_v_areas = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":45 - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + - * 1) - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * # <<<<<<<<<<<<<< - * - * cdef int ndets = dets.shape[0] - */ - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_scores), - __pyx_n_s_argsort); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) { - __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8); - if (likely(__pyx_t_7)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_8); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_8, function); - } - } - __pyx_t_1 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7) - : __Pyx_PyObject_CallNoArg(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_7); - __pyx_t_7 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_t_1, __pyx_slice__7); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 45, __pyx_L1_error) - __pyx_t_10 = ((PyArrayObject *)__pyx_t_8); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_order.rcbuffer->pybuffer, - (PyObject *)__pyx_t_10, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, - PyBUF_FORMAT | PyBUF_STRIDES, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_order = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_order.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 45, __pyx_L1_error) - } else { - __pyx_pybuffernd_order.diminfo[0].strides = - __pyx_pybuffernd_order.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_order.diminfo[0].shape = - __pyx_pybuffernd_order.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_10 = 0; - __pyx_v_order = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "cyops/nms.pyx":47 - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * - * cdef int ndets = dets.shape[0] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.int_t, ndim=1] suppressed = \ - * np.zeros((ndets), dtype=np.int) - */ - __pyx_v_ndets = (__pyx_v_dets->dimensions[0]); - - /* "cyops/nms.pyx":49 - * cdef int ndets = dets.shape[0] - * cdef np.ndarray[np.int_t, ndim=1] suppressed = \ - * np.zeros((ndets), dtype=np.int) # <<<<<<<<<<<<<< - * - * # nominal indices - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyInt_From_int(__pyx_v_ndets); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = PyTuple_New(1); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_GIVEREF(__pyx_t_8); - PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_int); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_t_12) < 0) - __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, __pyx_t_8); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely(((__pyx_t_12) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 49, __pyx_L1_error) - __pyx_t_13 = ((PyArrayObject *)__pyx_t_12); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_suppressed.rcbuffer->pybuffer, - (PyObject *)__pyx_t_13, - &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, - PyBUF_FORMAT | PyBUF_STRIDES | PyBUF_WRITABLE, - 1, - 0, - __pyx_stack) == -1)) { - __pyx_v_suppressed = ((PyArrayObject *)Py_None); - __Pyx_INCREF(Py_None); - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 48, __pyx_L1_error) - } else { - __pyx_pybuffernd_suppressed.diminfo[0].strides = - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_suppressed.diminfo[0].shape = - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_13 = 0; - __pyx_v_suppressed = ((PyArrayObject *)__pyx_t_12); - __pyx_t_12 = 0; - - /* "cyops/nms.pyx":62 - * cdef np.float32_t inter, ovr - * - * with nogil: # <<<<<<<<<<<<<< - * for _i in range(ndets): - * i = order[_i] - */ - { -#ifdef WITH_THREAD - PyThreadState *_save; - Py_UNBLOCK_THREADS __Pyx_FastGIL_Remember(); -#endif - /*try:*/ { - /* "cyops/nms.pyx":63 -* -* with nogil: -* for _i in range(ndets): # <<<<<<<<<<<<<< -* i = order[_i] -* if suppressed[i] == 1: -*/ - __pyx_t_14 = __pyx_v_ndets; - __pyx_t_15 = __pyx_t_14; - for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_15; __pyx_t_16 += 1) { - __pyx_v__i = __pyx_t_16; - - /* "cyops/nms.pyx":64 -* with nogil: -* for _i in range(ndets): -* i = order[_i] # <<<<<<<<<<<<<< -* if suppressed[i] == 1: -* continue -*/ - __pyx_t_17 = __pyx_v__i; - __pyx_v_i = (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_int_t *, - __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, - __pyx_t_17, - __pyx_pybuffernd_order.diminfo[0].strides)); - - /* "cyops/nms.pyx":65 -* for _i in range(ndets): -* i = order[_i] -* if suppressed[i] == 1: # <<<<<<<<<<<<<< -* continue -* ix1 = x1[i] -*/ - __pyx_t_18 = __pyx_v_i; - __pyx_t_19 = - (((*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_int_t *, - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, - __pyx_t_18, - __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0); - if (__pyx_t_19) { - /* "cyops/nms.pyx":66 -* i = order[_i] -* if suppressed[i] == 1: -* continue # <<<<<<<<<<<<<< -* ix1 = x1[i] -* iy1 = y1[i] -*/ - goto __pyx_L6_continue; - - /* "cyops/nms.pyx":65 -* for _i in range(ndets): -* i = order[_i] -* if suppressed[i] == 1: # <<<<<<<<<<<<<< -* continue -* ix1 = x1[i] -*/ - } - - /* "cyops/nms.pyx":67 -* if suppressed[i] == 1: -* continue -* ix1 = x1[i] # <<<<<<<<<<<<<< -* iy1 = y1[i] -* ix2 = x2[i] -*/ - __pyx_t_20 = __pyx_v_i; - __pyx_v_ix1 = - (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, - __pyx_t_20, - __pyx_pybuffernd_x1.diminfo[0].strides)); - - /* "cyops/nms.pyx":68 -* continue -* ix1 = x1[i] -* iy1 = y1[i] # <<<<<<<<<<<<<< -* ix2 = x2[i] -* iy2 = y2[i] -*/ - __pyx_t_21 = __pyx_v_i; - __pyx_v_iy1 = - (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, - __pyx_t_21, - __pyx_pybuffernd_y1.diminfo[0].strides)); - - /* "cyops/nms.pyx":69 -* ix1 = x1[i] -* iy1 = y1[i] -* ix2 = x2[i] # <<<<<<<<<<<<<< -* iy2 = y2[i] -* iarea = areas[i] -*/ - __pyx_t_22 = __pyx_v_i; - __pyx_v_ix2 = - (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, - __pyx_t_22, - __pyx_pybuffernd_x2.diminfo[0].strides)); - - /* "cyops/nms.pyx":70 -* iy1 = y1[i] -* ix2 = x2[i] -* iy2 = y2[i] # <<<<<<<<<<<<<< -* iarea = areas[i] -* for _j in range(_i + 1, ndets): -*/ - __pyx_t_23 = __pyx_v_i; - __pyx_v_iy2 = - (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, - __pyx_t_23, - __pyx_pybuffernd_y2.diminfo[0].strides)); - - /* "cyops/nms.pyx":71 -* ix2 = x2[i] -* iy2 = y2[i] -* iarea = areas[i] # <<<<<<<<<<<<<< -* for _j in range(_i + 1, ndets): -* j = order[_j] -*/ - __pyx_t_24 = __pyx_v_i; - __pyx_v_iarea = (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, - __pyx_t_24, - __pyx_pybuffernd_areas.diminfo[0].strides)); - - /* "cyops/nms.pyx":72 -* iy2 = y2[i] -* iarea = areas[i] -* for _j in range(_i + 1, ndets): # <<<<<<<<<<<<<< -* j = order[_j] -* if suppressed[j] == 1: -*/ - __pyx_t_25 = __pyx_v_ndets; - __pyx_t_26 = __pyx_t_25; - for (__pyx_t_27 = (__pyx_v__i + 1); __pyx_t_27 < __pyx_t_26; - __pyx_t_27 += 1) { - __pyx_v__j = __pyx_t_27; - - /* "cyops/nms.pyx":73 -* iarea = areas[i] -* for _j in range(_i + 1, ndets): -* j = order[_j] # <<<<<<<<<<<<<< -* if suppressed[j] == 1: -* continue -*/ - __pyx_t_28 = __pyx_v__j; - __pyx_v_j = (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_int_t *, - __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, - __pyx_t_28, - __pyx_pybuffernd_order.diminfo[0].strides)); - - /* "cyops/nms.pyx":74 -* for _j in range(_i + 1, ndets): -* j = order[_j] -* if suppressed[j] == 1: # <<<<<<<<<<<<<< -* continue -* xx1 = max(ix1, x1[j]) -*/ - __pyx_t_29 = __pyx_v_j; - __pyx_t_19 = (((*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_int_t *, - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, - __pyx_t_29, - __pyx_pybuffernd_suppressed.diminfo[0].strides)) == - 1) != 0); - if (__pyx_t_19) { - /* "cyops/nms.pyx":75 -* j = order[_j] -* if suppressed[j] == 1: -* continue # <<<<<<<<<<<<<< -* xx1 = max(ix1, x1[j]) -* yy1 = max(iy1, y1[j]) -*/ - goto __pyx_L9_continue; - - /* "cyops/nms.pyx":74 -* for _j in range(_i + 1, ndets): -* j = order[_j] -* if suppressed[j] == 1: # <<<<<<<<<<<<<< -* continue -* xx1 = max(ix1, x1[j]) -*/ - } - - /* "cyops/nms.pyx":76 -* if suppressed[j] == 1: -* continue -* xx1 = max(ix1, x1[j]) # <<<<<<<<<<<<<< -* yy1 = max(iy1, y1[j]) -* xx2 = min(ix2, x2[j]) -*/ - __pyx_t_30 = __pyx_v_j; - __pyx_v_xx1 = __pyx_f_5cyops_3nms_max( - __pyx_v_ix1, - (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, - __pyx_t_30, - __pyx_pybuffernd_x1.diminfo[0].strides))); - - /* "cyops/nms.pyx":77 -* continue -* xx1 = max(ix1, x1[j]) -* yy1 = max(iy1, y1[j]) # <<<<<<<<<<<<<< -* xx2 = min(ix2, x2[j]) -* yy2 = min(iy2, y2[j]) -*/ - __pyx_t_31 = __pyx_v_j; - __pyx_v_yy1 = __pyx_f_5cyops_3nms_max( - __pyx_v_iy1, - (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, - __pyx_t_31, - __pyx_pybuffernd_y1.diminfo[0].strides))); - - /* "cyops/nms.pyx":78 -* xx1 = max(ix1, x1[j]) -* yy1 = max(iy1, y1[j]) -* xx2 = min(ix2, x2[j]) # <<<<<<<<<<<<<< -* yy2 = min(iy2, y2[j]) -* w = max(0.0, xx2 - xx1 + 1) -*/ - __pyx_t_32 = __pyx_v_j; - __pyx_v_xx2 = __pyx_f_5cyops_3nms_min( - __pyx_v_ix2, - (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, - __pyx_t_32, - __pyx_pybuffernd_x2.diminfo[0].strides))); - - /* "cyops/nms.pyx":79 -* yy1 = max(iy1, y1[j]) -* xx2 = min(ix2, x2[j]) -* yy2 = min(iy2, y2[j]) # <<<<<<<<<<<<<< -* w = max(0.0, xx2 - xx1 + 1) -* h = max(0.0, yy2 - yy1 + 1) -*/ - __pyx_t_33 = __pyx_v_j; - __pyx_v_yy2 = __pyx_f_5cyops_3nms_min( - __pyx_v_iy2, - (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, - __pyx_t_33, - __pyx_pybuffernd_y2.diminfo[0].strides))); - - /* "cyops/nms.pyx":80 -* xx2 = min(ix2, x2[j]) -* yy2 = min(iy2, y2[j]) -* w = max(0.0, xx2 - xx1 + 1) # <<<<<<<<<<<<<< -* h = max(0.0, yy2 - yy1 + 1) -* inter = w * h -*/ - __pyx_v_w = - __pyx_f_5cyops_3nms_max(0.0, ((__pyx_v_xx2 - __pyx_v_xx1) + 1.0)); - - /* "cyops/nms.pyx":81 -* yy2 = min(iy2, y2[j]) -* w = max(0.0, xx2 - xx1 + 1) -* h = max(0.0, yy2 - yy1 + 1) # <<<<<<<<<<<<<< -* inter = w * h -* ovr = inter / (iarea + areas[j] - inter) -*/ - __pyx_v_h = - __pyx_f_5cyops_3nms_max(0.0, ((__pyx_v_yy2 - __pyx_v_yy1) + 1.0)); - - /* "cyops/nms.pyx":82 -* w = max(0.0, xx2 - xx1 + 1) -* h = max(0.0, yy2 - yy1 + 1) -* inter = w * h # <<<<<<<<<<<<<< -* ovr = inter / (iarea + areas[j] - inter) -* if ovr >= thresh: -*/ - __pyx_v_inter = (__pyx_v_w * __pyx_v_h); - - /* "cyops/nms.pyx":83 -* h = max(0.0, yy2 - yy1 + 1) -* inter = w * h -* ovr = inter / (iarea + areas[j] - inter) # -* <<<<<<<<<<<<<< -* if ovr >= thresh: -* suppressed[j] = 1 -*/ - __pyx_t_34 = __pyx_v_j; - __pyx_v_ovr = (__pyx_v_inter / - ((__pyx_v_iarea + - (*__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_float32_t *, - __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, - __pyx_t_34, - __pyx_pybuffernd_areas.diminfo[0].strides))) - - __pyx_v_inter)); - - /* "cyops/nms.pyx":84 -* inter = w * h -* ovr = inter / (iarea + areas[j] - inter) -* if ovr >= thresh: # <<<<<<<<<<<<<< -* suppressed[j] = 1 -* -*/ - __pyx_t_19 = ((__pyx_v_ovr >= __pyx_v_thresh) != 0); - if (__pyx_t_19) { - /* "cyops/nms.pyx":85 -* ovr = inter / (iarea + areas[j] - inter) -* if ovr >= thresh: -* suppressed[j] = 1 # <<<<<<<<<<<<<< -* -* return np.where(suppressed == 0)[0] -*/ - __pyx_t_35 = __pyx_v_j; - *__Pyx_BufPtrStrided1d( - __pyx_t_5numpy_int_t *, - __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, - __pyx_t_35, - __pyx_pybuffernd_suppressed.diminfo[0].strides) = 1; - - /* "cyops/nms.pyx":84 -* inter = w * h -* ovr = inter / (iarea + areas[j] - inter) -* if ovr >= thresh: # <<<<<<<<<<<<<< -* suppressed[j] = 1 -* -*/ - } - __pyx_L9_continue:; - } - __pyx_L6_continue:; - } - } - - /* "cyops/nms.pyx":62 -* cdef np.float32_t inter, ovr -* -* with nogil: # <<<<<<<<<<<<<< -* for _i in range(ndets): -* i = order[_i] -*/ - /*finally:*/ { - /*normal exit:*/ { -#ifdef WITH_THREAD - __Pyx_FastGIL_Forget(); - Py_BLOCK_THREADS -#endif - goto __pyx_L5; - } - __pyx_L5:; - } - } - - /* "cyops/nms.pyx":87 - * suppressed[j] = 1 - * - * return np.where(suppressed == 0)[0] # <<<<<<<<<<<<<< - * - * # ---------------------------------------------------------- - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_where); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = PyObject_RichCompare( - ((PyObject *)__pyx_v_suppressed), __pyx_int_0, Py_EQ); - __Pyx_XGOTREF(__pyx_t_8); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 87, __pyx_L1_error) - __pyx_t_1 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_7))) { - __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7); - if (likely(__pyx_t_1)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_7); - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_7, function); - } - } - __pyx_t_12 = (__pyx_t_1) - ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_1, __pyx_t_8) - : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_8); - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = - __Pyx_GetItemInt(__pyx_t_12, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - __pyx_r = __pyx_t_7; - __pyx_t_7 = 0; - goto __pyx_L0; - -/* "cyops/nms.pyx":37 -*@cython.cdivision(True) -*@cython.wraparound(False) -*def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): -* # <<<<<<<<<<<<<< -* cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] -* cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - { - PyObject *__pyx_type, *__pyx_value, *__pyx_tb; - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch( - &__pyx_type, &__pyx_value, &__pyx_tb); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer); - __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb); - } - __Pyx_AddTraceback( - "cyops.nms.nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - goto __pyx_L2; -__pyx_L0:; - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer); -__pyx_L2:; - __Pyx_XDECREF((PyObject *)__pyx_v_x1); - __Pyx_XDECREF((PyObject *)__pyx_v_y1); - __Pyx_XDECREF((PyObject *)__pyx_v_x2); - __Pyx_XDECREF((PyObject *)__pyx_v_y2); - __Pyx_XDECREF((PyObject *)__pyx_v_scores); - __Pyx_XDECREF((PyObject *)__pyx_v_areas); - __Pyx_XDECREF((PyObject *)__pyx_v_order); - __Pyx_XDECREF((PyObject *)__pyx_v_suppressed); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/nms.pyx":98 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def soft_nms( # <<<<<<<<<<<<<< - * np.ndarray[float, ndim=2] boxes_in, - * float sigma=0.5, - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_3nms_3soft_nms(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_5cyops_3nms_3soft_nms = { - "soft_nms", - (PyCFunction)( - void *)(PyCFunctionWithKeywords)__pyx_pw_5cyops_3nms_3soft_nms, - METH_VARARGS | METH_KEYWORDS, - 0}; -static PyObject *__pyx_pw_5cyops_3nms_3soft_nms(PyObject *__pyx_self, - PyObject *__pyx_args, - PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_boxes_in = 0; - float __pyx_v_sigma; - float __pyx_v_Nt; - float __pyx_v_threshold; - unsigned int __pyx_v_method; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("soft_nms (wrapper)", - 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_boxes_in, - &__pyx_n_s_sigma, - &__pyx_n_s_Nt, - &__pyx_n_s_threshold, - &__pyx_n_s_method, - 0}; - PyObject *values[5] = {0, 0, 0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 5: - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_boxes_in)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_sigma); - if (value) { - values[1] = value; - kw_args--; - } - } - CYTHON_FALLTHROUGH; - case 2: - if (kw_args > 0) { - PyObject *value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_Nt); - if (value) { - values[2] = value; - kw_args--; - } - } - CYTHON_FALLTHROUGH; - case 3: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_threshold); - if (value) { - values[3] = value; - kw_args--; - } - } - CYTHON_FALLTHROUGH; - case 4: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_method); - if (value) { - values[4] = value; - kw_args--; - } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "soft_nms") < 0)) - __PYX_ERR(0, 98, __pyx_L3_error) - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 5: - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: - goto __pyx_L5_argtuple_error; - } - } - __pyx_v_boxes_in = ((PyArrayObject *)values[0]); - if (values[1]) { - __pyx_v_sigma = __pyx_PyFloat_AsFloat(values[1]); - if (unlikely((__pyx_v_sigma == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 100, __pyx_L3_error) - } else { - __pyx_v_sigma = ((float)0.5); - } - if (values[2]) { - __pyx_v_Nt = __pyx_PyFloat_AsFloat(values[2]); - if (unlikely((__pyx_v_Nt == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 101, __pyx_L3_error) - } else { - __pyx_v_Nt = ((float)0.3); - } - if (values[3]) { - __pyx_v_threshold = __pyx_PyFloat_AsFloat(values[3]); - if (unlikely((__pyx_v_threshold == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 102, __pyx_L3_error) - } else { - __pyx_v_threshold = ((float)0.001); - } - if (values[4]) { - __pyx_v_method = __Pyx_PyInt_As_unsigned_int(values[4]); - if (unlikely((__pyx_v_method == (unsigned int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 103, __pyx_L3_error) - } else { - __pyx_v_method = ((unsigned int)0); - } - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("soft_nms", 0, 1, 5, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 98, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback( - "cyops.nms.soft_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_boxes_in), - __pyx_ptype_5numpy_ndarray, - 1, - "boxes_in", - 0))) - __PYX_ERR(0, 99, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_3nms_2soft_nms(__pyx_self, - __pyx_v_boxes_in, - __pyx_v_sigma, - __pyx_v_Nt, - __pyx_v_threshold, - __pyx_v_method); - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_3nms_2soft_nms( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_boxes_in, - float __pyx_v_sigma, - float __pyx_v_Nt, - float __pyx_v_threshold, - unsigned int __pyx_v_method) { - PyObject *__pyx_v_boxes = NULL; - unsigned int __pyx_v_N; - float __pyx_v_iw; - float __pyx_v_ih; - float __pyx_v_ua; - int __pyx_v_pos; - float __pyx_v_maxscore; - int __pyx_v_maxpos; - float __pyx_v_x1; - float __pyx_v_x2; - float __pyx_v_y1; - float __pyx_v_y2; - float __pyx_v_tx1; - float __pyx_v_tx2; - float __pyx_v_ty1; - float __pyx_v_ty2; - float __pyx_v_ts; - float __pyx_v_area; - float __pyx_v_weight; - float __pyx_v_ov; - PyObject *__pyx_v_inds = NULL; - PyObject *__pyx_v_i = NULL; - PyObject *__pyx_v_ti = NULL; - CYTHON_UNUSED PyObject *__pyx_v_s = NULL; - __Pyx_LocalBuf_ND __pyx_pybuffernd_boxes_in; - __Pyx_Buffer __pyx_pybuffer_boxes_in; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - unsigned int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - Py_ssize_t __pyx_t_6; - PyObject *(*__pyx_t_7)(PyObject *); - float __pyx_t_8; - int __pyx_t_9; - int __pyx_t_10; - PyObject *__pyx_t_11 = NULL; - long __pyx_t_12; - __Pyx_RefNannySetupContext("soft_nms", 0); - __pyx_pybuffer_boxes_in.pybuffer.buf = NULL; - __pyx_pybuffer_boxes_in.refcount = 0; - __pyx_pybuffernd_boxes_in.data = NULL; - __pyx_pybuffernd_boxes_in.rcbuffer = &__pyx_pybuffer_boxes_in; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate( - &__pyx_pybuffernd_boxes_in.rcbuffer->pybuffer, - (PyObject *)__pyx_v_boxes_in, - &__Pyx_TypeInfo_float, - PyBUF_FORMAT | PyBUF_STRIDES, - 2, - 0, - __pyx_stack) == -1)) - __PYX_ERR(0, 98, __pyx_L1_error) - } - __pyx_pybuffernd_boxes_in.diminfo[0].strides = - __pyx_pybuffernd_boxes_in.rcbuffer->pybuffer.strides[0]; - __pyx_pybuffernd_boxes_in.diminfo[0].shape = - __pyx_pybuffernd_boxes_in.rcbuffer->pybuffer.shape[0]; - __pyx_pybuffernd_boxes_in.diminfo[1].strides = - __pyx_pybuffernd_boxes_in.rcbuffer->pybuffer.strides[1]; - __pyx_pybuffernd_boxes_in.diminfo[1].shape = - __pyx_pybuffernd_boxes_in.rcbuffer->pybuffer.shape[1]; - - /* "cyops/nms.pyx":105 - * unsigned int method=0 - * ): - * boxes = boxes_in.copy() # <<<<<<<<<<<<<< - * cdef unsigned int N = boxes.shape[0] - * cdef float iw, ih, box_area - */ - __pyx_t_2 = - __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_boxes_in), __pyx_n_s_copy); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 105, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) - : __Pyx_PyObject_CallNoArg(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 105, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_boxes = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":106 - * ): - * boxes = boxes_in.copy() - * cdef unsigned int N = boxes.shape[0] # <<<<<<<<<<<<<< - * cdef float iw, ih, box_area - * cdef float ua - */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_boxes, __pyx_n_s_shape); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_4 = __Pyx_PyInt_As_unsigned_int(__pyx_t_2); - if (unlikely((__pyx_t_4 == (unsigned int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_N = __pyx_t_4; - - /* "cyops/nms.pyx":109 - * cdef float iw, ih, box_area - * cdef float ua - * cdef int pos = 0 # <<<<<<<<<<<<<< - * cdef float maxscore = 0 - * cdef int maxpos = 0 - */ - __pyx_v_pos = 0; - - /* "cyops/nms.pyx":110 - * cdef float ua - * cdef int pos = 0 - * cdef float maxscore = 0 # <<<<<<<<<<<<<< - * cdef int maxpos = 0 - * cdef float x1, x2, y1, y2, tx1, tx2, ty1, ty2, ts, area, weight, ov - */ - __pyx_v_maxscore = 0.0; - - /* "cyops/nms.pyx":111 - * cdef int pos = 0 - * cdef float maxscore = 0 - * cdef int maxpos = 0 # <<<<<<<<<<<<<< - * cdef float x1, x2, y1, y2, tx1, tx2, ty1, ty2, ts, area, weight, ov - * inds = np.arange(N) - */ - __pyx_v_maxpos = 0; - - /* "cyops/nms.pyx":113 - * cdef int maxpos = 0 - * cdef float x1, x2, y1, y2, tx1, tx2, ty1, ty2, ts, area, weight, ov - * inds = np.arange(N) # <<<<<<<<<<<<<< - * - * for i in range(N): - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_arange); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_N); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_2 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_5, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_inds = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/nms.pyx":115 - * inds = np.arange(N) - * - * for i in range(N): # <<<<<<<<<<<<<< - * maxscore = boxes[i, 4] - * maxpos = i - */ - __pyx_t_2 = __Pyx_PyInt_From_unsigned_int(__pyx_v_N); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (likely(PyList_CheckExact(__pyx_t_3)) || PyTuple_CheckExact(__pyx_t_3)) { - __pyx_t_2 = __pyx_t_3; - __Pyx_INCREF(__pyx_t_2); - __pyx_t_6 = 0; - __pyx_t_7 = NULL; - } else { - __pyx_t_6 = -1; - __pyx_t_2 = PyObject_GetIter(__pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext; - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 115, __pyx_L1_error) - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - for (;;) { - if (likely(!__pyx_t_7)) { - if (likely(PyList_CheckExact(__pyx_t_2))) { - if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 115, __pyx_L1_error) -#else - __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - } else { - if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 115, __pyx_L1_error) -#else - __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - } - } else { - __pyx_t_3 = __pyx_t_7(__pyx_t_2); - if (unlikely(!__pyx_t_3)) { - PyObject *exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, - PyExc_StopIteration))) - PyErr_Clear(); - else - __PYX_ERR(0, 115, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_3); - } - __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/nms.pyx":116 - * - * for i in range(N): - * maxscore = boxes[i, 4] # <<<<<<<<<<<<<< - * maxpos = i - * - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_4); - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_maxscore = __pyx_t_8; - - /* "cyops/nms.pyx":117 - * for i in range(N): - * maxscore = boxes[i, 4] - * maxpos = i # <<<<<<<<<<<<<< - * - * tx1 = boxes[i,0] - */ - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_v_i); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 117, __pyx_L1_error) - __pyx_v_maxpos = __pyx_t_9; - - /* "cyops/nms.pyx":119 - * maxpos = i - * - * tx1 = boxes[i,0] # <<<<<<<<<<<<<< - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - */ - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_0); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_tx1 = __pyx_t_8; - - /* "cyops/nms.pyx":120 - * - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] # <<<<<<<<<<<<<< - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 120, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_1); - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 120, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 120, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_ty1 = __pyx_t_8; - - /* "cyops/nms.pyx":121 - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] # <<<<<<<<<<<<<< - * ty2 = boxes[i,3] - * ts = boxes[i,4] - */ - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 121, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_2); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 121, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 121, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_tx2 = __pyx_t_8; - - /* "cyops/nms.pyx":122 - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] # <<<<<<<<<<<<<< - * ts = boxes[i,4] - * ti = inds[i] - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_3); - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_ty2 = __pyx_t_8; - - /* "cyops/nms.pyx":123 - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - * ts = boxes[i,4] # <<<<<<<<<<<<<< - * ti = inds[i] - * - */ - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 123, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_4); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 123, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 123, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_ts = __pyx_t_8; - - /* "cyops/nms.pyx":124 - * ty2 = boxes[i,3] - * ts = boxes[i,4] - * ti = inds[i] # <<<<<<<<<<<<<< - * - * pos = i + 1 - */ - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_inds, __pyx_v_i); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_XDECREF_SET(__pyx_v_ti, __pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/nms.pyx":126 - * ti = inds[i] - * - * pos = i + 1 # <<<<<<<<<<<<<< - * # get max box - * while pos < N: - */ - __pyx_t_3 = __Pyx_PyInt_AddObjC(__pyx_v_i, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_pos = __pyx_t_9; - - /* "cyops/nms.pyx":128 - * pos = i + 1 - * # get max box - * while pos < N: # <<<<<<<<<<<<<< - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] - */ - while (1) { - __pyx_t_10 = ((__pyx_v_pos < __pyx_v_N) != 0); - if (!__pyx_t_10) break; - - /* "cyops/nms.pyx":129 - * # get max box - * while pos < N: - * if maxscore < boxes[pos, 4]: # <<<<<<<<<<<<<< - * maxscore = boxes[pos, 4] - * maxpos = pos - */ - __pyx_t_3 = PyFloat_FromDouble(__pyx_v_maxscore); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyObject_RichCompare(__pyx_t_3, __pyx_t_1, Py_LT); - __Pyx_XGOTREF(__pyx_t_5); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_5); - if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (__pyx_t_10) { - /* "cyops/nms.pyx":130 - * while pos < N: - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] # <<<<<<<<<<<<<< - * maxpos = pos - * pos = pos + 1 - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 130, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 130, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_4); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 130, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_5); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 130, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_maxscore = __pyx_t_8; - - /* "cyops/nms.pyx":131 - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] - * maxpos = pos # <<<<<<<<<<<<<< - * pos = pos + 1 - * - */ - __pyx_v_maxpos = __pyx_v_pos; - - /* "cyops/nms.pyx":129 - * # get max box - * while pos < N: - * if maxscore < boxes[pos, 4]: # <<<<<<<<<<<<<< - * maxscore = boxes[pos, 4] - * maxpos = pos - */ - } - - /* "cyops/nms.pyx":132 - * maxscore = boxes[pos, 4] - * maxpos = pos - * pos = pos + 1 # <<<<<<<<<<<<<< - * - * # add max box as a detection - */ - __pyx_v_pos = (__pyx_v_pos + 1); - } - - /* "cyops/nms.pyx":135 - * - * # add max box as a detection - * boxes[i,0] = boxes[maxpos,0] # <<<<<<<<<<<<<< - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 135, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 135, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_0); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 135, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 135, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_0); - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 135, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":136 - * # add max box as a detection - * boxes[i,0] = boxes[maxpos,0] - * boxes[i,1] = boxes[maxpos,1] # <<<<<<<<<<<<<< - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_1); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_1); - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":137 - * boxes[i,0] = boxes[maxpos,0] - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] # <<<<<<<<<<<<<< - * boxes[i,3] = boxes[maxpos,3] - * boxes[i,4] = boxes[maxpos,4] - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_2); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_2); - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":138 - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] # <<<<<<<<<<<<<< - * boxes[i,4] = boxes[maxpos,4] - * inds[i] = inds[maxpos] - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_3); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_3); - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 138, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":139 - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] - * boxes[i,4] = boxes[maxpos,4] # <<<<<<<<<<<<<< - * inds[i] = inds[maxpos] - * - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_4); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_4); - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":140 - * boxes[i,3] = boxes[maxpos,3] - * boxes[i,4] = boxes[maxpos,4] - * inds[i] = inds[maxpos] # <<<<<<<<<<<<<< - * - * # swap ith box with position of max box - */ - __pyx_t_5 = __Pyx_GetItemInt( - __pyx_v_inds, __pyx_v_maxpos, int, 1, __Pyx_PyInt_From_int, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (unlikely(PyObject_SetItem(__pyx_v_inds, __pyx_v_i, __pyx_t_5) < 0)) - __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":143 - * - * # swap ith box with position of max box - * boxes[maxpos,0] = tx1 # <<<<<<<<<<<<<< - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 - */ - __pyx_t_5 = PyFloat_FromDouble(__pyx_v_tx1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 143, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 143, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 143, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0); - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_5) < 0)) - __PYX_ERR(0, 143, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":144 - * # swap ith box with position of max box - * boxes[maxpos,0] = tx1 - * boxes[maxpos,1] = ty1 # <<<<<<<<<<<<<< - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 - */ - __pyx_t_5 = PyFloat_FromDouble(__pyx_v_ty1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_1); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":145 - * boxes[maxpos,0] = tx1 - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 # <<<<<<<<<<<<<< - * boxes[maxpos,3] = ty2 - * boxes[maxpos,4] = ts - */ - __pyx_t_5 = PyFloat_FromDouble(__pyx_v_tx2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_2); - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_5) < 0)) - __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":146 - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 # <<<<<<<<<<<<<< - * boxes[maxpos,4] = ts - * inds[maxpos] = ti - */ - __pyx_t_5 = PyFloat_FromDouble(__pyx_v_ty2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 146, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 146, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_3); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_1, __pyx_t_5) < 0)) - __PYX_ERR(0, 146, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":147 - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 - * boxes[maxpos,4] = ts # <<<<<<<<<<<<<< - * inds[maxpos] = ti - * - */ - __pyx_t_5 = PyFloat_FromDouble(__pyx_v_ts); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_maxpos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_4); - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_5) < 0)) - __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":148 - * boxes[maxpos,3] = ty2 - * boxes[maxpos,4] = ts - * inds[maxpos] = ti # <<<<<<<<<<<<<< - * - * tx1 = boxes[i,0] - */ - if (unlikely(__Pyx_SetItemInt(__pyx_v_inds, - __pyx_v_maxpos, - __pyx_v_ti, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0) < 0)) - __PYX_ERR(0, 148, __pyx_L1_error) - - /* "cyops/nms.pyx":150 - * inds[maxpos] = ti - * - * tx1 = boxes[i,0] # <<<<<<<<<<<<<< - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - */ - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 150, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_0); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 150, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 150, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_tx1 = __pyx_t_8; - - /* "cyops/nms.pyx":151 - * - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] # <<<<<<<<<<<<<< - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 151, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_1); - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 151, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_5); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 151, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_ty1 = __pyx_t_8; - - /* "cyops/nms.pyx":152 - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] # <<<<<<<<<<<<<< - * ty2 = boxes[i,3] - * ts = boxes[i,4] - */ - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 152, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 152, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 152, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_tx2 = __pyx_t_8; - - /* "cyops/nms.pyx":153 - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] # <<<<<<<<<<<<<< - * ts = boxes[i,4] - * - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 153, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_3); - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 153, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_5); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 153, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_ty2 = __pyx_t_8; - - /* "cyops/nms.pyx":154 - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - * ts = boxes[i,4] # <<<<<<<<<<<<<< - * - * pos = i + 1 - */ - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_ts = __pyx_t_8; - - /* "cyops/nms.pyx":156 - * ts = boxes[i,4] - * - * pos = i + 1 # <<<<<<<<<<<<<< - * # NMS iterations, note that N changes if detection boxes fall below - * # threshold - */ - __pyx_t_3 = __Pyx_PyInt_AddObjC(__pyx_v_i, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 156, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 156, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_pos = __pyx_t_9; - - /* "cyops/nms.pyx":159 - * # NMS iterations, note that N changes if detection boxes fall below - * # threshold - * while pos < N: # <<<<<<<<<<<<<< - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] - */ - while (1) { - __pyx_t_10 = ((__pyx_v_pos < __pyx_v_N) != 0); - if (!__pyx_t_10) break; - - /* "cyops/nms.pyx":160 - * # threshold - * while pos < N: - * x1 = boxes[pos, 0] # <<<<<<<<<<<<<< - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 160, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 160, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_0); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 160, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 160, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_x1 = __pyx_t_8; - - /* "cyops/nms.pyx":161 - * while pos < N: - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] # <<<<<<<<<<<<<< - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 161, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 161, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_1); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 161, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 161, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_y1 = __pyx_t_8; - - /* "cyops/nms.pyx":162 - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] # <<<<<<<<<<<<<< - * y2 = boxes[pos, 3] - * s = boxes[pos, 4] - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_x2 = __pyx_t_8; - - /* "cyops/nms.pyx":163 - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] # <<<<<<<<<<<<<< - * s = boxes[pos, 4] - * - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_y2 = __pyx_t_8; - - /* "cyops/nms.pyx":164 - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] - * s = boxes[pos, 4] # <<<<<<<<<<<<<< - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 164, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 164, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 164, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_XDECREF_SET(__pyx_v_s, __pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/nms.pyx":166 - * s = boxes[pos, 4] - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) # <<<<<<<<<<<<<< - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: - */ - __pyx_v_area = (((__pyx_v_x2 - __pyx_v_x1) + 1.0) * - ((__pyx_v_y2 - __pyx_v_y1) + 1.0)); - - /* "cyops/nms.pyx":167 - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) # - * <<<<<<<<<<<<<< - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - */ - __pyx_v_iw = ((__pyx_f_5cyops_3nms_min(__pyx_v_tx2, __pyx_v_x2) - - __pyx_f_5cyops_3nms_max(__pyx_v_tx1, __pyx_v_x1)) + - 1.0); - - /* "cyops/nms.pyx":168 - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: # <<<<<<<<<<<<<< - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - */ - __pyx_t_10 = ((__pyx_v_iw > 0.0) != 0); - if (__pyx_t_10) { - /* "cyops/nms.pyx":169 - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) # - * <<<<<<<<<<<<<< - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw - * * ih) - */ - __pyx_v_ih = ((__pyx_f_5cyops_3nms_min(__pyx_v_ty2, __pyx_v_y2) - - __pyx_f_5cyops_3nms_max(__pyx_v_ty1, __pyx_v_y1)) + - 1.0); - - /* "cyops/nms.pyx":170 - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: # <<<<<<<<<<<<<< - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw - * * ih) - * ov = iw * ih / ua #iou between max box and detection box - */ - __pyx_t_10 = ((__pyx_v_ih > 0.0) != 0); - if (__pyx_t_10) { - /* "cyops/nms.pyx":171 - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw - * * ih) # <<<<<<<<<<<<<< - * ov = iw * ih / ua #iou between max box and detection box - * - */ - __pyx_v_ua = ((double)(((((__pyx_v_tx2 - __pyx_v_tx1) + 1.0) * - ((__pyx_v_ty2 - __pyx_v_ty1) + 1.0)) + - __pyx_v_area) - - (__pyx_v_iw * __pyx_v_ih))); - - /* "cyops/nms.pyx":172 - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw - * * ih) - * ov = iw * ih / ua #iou between max box and detection box - * # <<<<<<<<<<<<<< - * - * if method == 1: # linear - */ - __pyx_v_ov = ((__pyx_v_iw * __pyx_v_ih) / __pyx_v_ua); - - /* "cyops/nms.pyx":174 - * ov = iw * ih / ua #iou between max box and detection box - * - * if method == 1: # linear # <<<<<<<<<<<<<< - * if ov > Nt: - * weight = 1 - ov - */ - switch (__pyx_v_method) { - case 1: - - /* "cyops/nms.pyx":175 - * - * if method == 1: # linear - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 1 - ov - * else: - */ - __pyx_t_10 = ((__pyx_v_ov > __pyx_v_Nt) != 0); - if (__pyx_t_10) { - /* "cyops/nms.pyx":176 - * if method == 1: # linear - * if ov > Nt: - * weight = 1 - ov # <<<<<<<<<<<<<< - * else: - * weight = 1 - */ - __pyx_v_weight = (1.0 - __pyx_v_ov); - - /* "cyops/nms.pyx":175 - * - * if method == 1: # linear - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 1 - ov - * else: - */ - goto __pyx_L12; - } - - /* "cyops/nms.pyx":178 - * weight = 1 - ov - * else: - * weight = 1 # <<<<<<<<<<<<<< - * elif method == 2: # gaussian - * weight = np.exp(-(ov * ov)/sigma) - */ - /*else*/ { __pyx_v_weight = 1.0; } - __pyx_L12:; - - /* "cyops/nms.pyx":174 - * ov = iw * ih / ua #iou between max box and detection - * box - * - * if method == 1: # linear # <<<<<<<<<<<<<< - * if ov > Nt: - * weight = 1 - ov - */ - break; - case 2: - - /* "cyops/nms.pyx":180 - * weight = 1 - * elif method == 2: # gaussian - * weight = np.exp(-(ov * ov)/sigma) # - * <<<<<<<<<<<<<< - * else: # original NMS - * if ov > Nt: - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 180, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_exp); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 180, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyFloat_FromDouble( - ((-(__pyx_v_ov * __pyx_v_ov)) / __pyx_v_sigma)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 180, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_11 = NULL; - if (CYTHON_UNPACK_METHODS && - unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_11)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_11); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_3 = (__pyx_t_11) - ? __Pyx_PyObject_Call2Args( - __pyx_t_1, __pyx_t_11, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 180, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_8 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 180, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_weight = __pyx_t_8; - - /* "cyops/nms.pyx":179 - * else: - * weight = 1 - * elif method == 2: # gaussian # - * <<<<<<<<<<<<<< - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - */ - break; - default: - - /* "cyops/nms.pyx":182 - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 0 - * else: - */ - __pyx_t_10 = ((__pyx_v_ov > __pyx_v_Nt) != 0); - if (__pyx_t_10) { - /* "cyops/nms.pyx":183 - * else: # original NMS - * if ov > Nt: - * weight = 0 # <<<<<<<<<<<<<< - * else: - * weight = 1 - */ - __pyx_v_weight = 0.0; - - /* "cyops/nms.pyx":182 - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 0 - * else: - */ - goto __pyx_L13; - } - - /* "cyops/nms.pyx":185 - * weight = 0 - * else: - * weight = 1 # <<<<<<<<<<<<<< - * - * boxes[pos, 4] = weight*boxes[pos, 4] - */ - /*else*/ { __pyx_v_weight = 1.0; } - __pyx_L13:; - break; - } - - /* "cyops/nms.pyx":187 - * weight = 1 - * - * boxes[pos, 4] = weight*boxes[pos, 4] # - * <<<<<<<<<<<<<< - * - * # if box score falls below threshold, discard the box by - */ - __pyx_t_3 = PyFloat_FromDouble(__pyx_v_weight); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyNumber_Multiply(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_4); - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_5) < - 0)) - __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/nms.pyx":191 - * # if box score falls below threshold, discard the box by - * # swapping with last box update N - * if boxes[pos, 4] < threshold: # - * <<<<<<<<<<<<<< - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_4); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyFloat_FromDouble(__pyx_v_threshold); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyObject_RichCompare(__pyx_t_5, __pyx_t_3, Py_LT); - __Pyx_XGOTREF(__pyx_t_1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); - if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (__pyx_t_10) { - /* "cyops/nms.pyx":192 - * # swapping with last box update N - * if boxes[pos, 4] < threshold: - * boxes[pos,0] = boxes[N-1, 0] # - * <<<<<<<<<<<<<< - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] - */ - __pyx_t_1 = __Pyx_PyInt_From_long((__pyx_v_N - 1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_0); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_5, __pyx_t_1) < - 0)) - __PYX_ERR(0, 192, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":193 - * if boxes[pos, 4] < threshold: - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] # - * <<<<<<<<<<<<<< - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] - */ - __pyx_t_1 = __Pyx_PyInt_From_long((__pyx_v_N - 1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_1); - __pyx_t_5 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_1) < - 0)) - __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":194 - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] # - * <<<<<<<<<<<<<< - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] - */ - __pyx_t_1 = __Pyx_PyInt_From_long((__pyx_v_N - 1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_2); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_5, __pyx_t_1) < - 0)) - __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":195 - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] # - * <<<<<<<<<<<<<< - * boxes[pos,4] = boxes[N-1, 4] - * inds[pos] = inds[N-1] - */ - __pyx_t_1 = __Pyx_PyInt_From_long((__pyx_v_N - 1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_3); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_3); - __pyx_t_5 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_3, __pyx_t_1) < - 0)) - __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":196 - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] # - * <<<<<<<<<<<<<< - * inds[pos] = inds[N-1] - * N = N - 1 - */ - __pyx_t_1 = __Pyx_PyInt_From_long((__pyx_v_N - 1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_4); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_v_boxes, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_pos); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(__pyx_v_boxes, __pyx_t_5, __pyx_t_1) < - 0)) - __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":197 - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] - * inds[pos] = inds[N-1] # <<<<<<<<<<<<<< - * N = N - 1 - * pos = pos - 1 - */ - __pyx_t_12 = (__pyx_v_N - 1); - __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_inds, - __pyx_t_12, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 197, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (unlikely(__Pyx_SetItemInt(__pyx_v_inds, - __pyx_v_pos, - __pyx_t_1, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0) < 0)) - __PYX_ERR(0, 197, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":198 - * boxes[pos,4] = boxes[N-1, 4] - * inds[pos] = inds[N-1] - * N = N - 1 # <<<<<<<<<<<<<< - * pos = pos - 1 - * - */ - __pyx_v_N = (__pyx_v_N - 1); - - /* "cyops/nms.pyx":199 - * inds[pos] = inds[N-1] - * N = N - 1 - * pos = pos - 1 # <<<<<<<<<<<<<< - * - * pos = pos + 1 - */ - __pyx_v_pos = (__pyx_v_pos - 1); - - /* "cyops/nms.pyx":191 - * # if box score falls below threshold, discard the box by - * # swapping with last box update N - * if boxes[pos, 4] < threshold: # - * <<<<<<<<<<<<<< - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - */ - } - - /* "cyops/nms.pyx":170 - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: # <<<<<<<<<<<<<< - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw - * * ih) - * ov = iw * ih / ua #iou between max box and detection box - */ - } - - /* "cyops/nms.pyx":168 - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: # <<<<<<<<<<<<<< - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - */ - } - - /* "cyops/nms.pyx":201 - * pos = pos - 1 - * - * pos = pos + 1 # <<<<<<<<<<<<<< - * - * return boxes[:N], inds[:N] - */ - __pyx_v_pos = (__pyx_v_pos + 1); - } - - /* "cyops/nms.pyx":115 - * inds = np.arange(N) - * - * for i in range(N): # <<<<<<<<<<<<<< - * maxscore = boxes[i, 4] - * maxpos = i - */ - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/nms.pyx":203 - * pos = pos + 1 - * - * return boxes[:N], inds[:N] # <<<<<<<<<<<<<< - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __Pyx_PyObject_GetSlice( - __pyx_v_boxes, 0, __pyx_v_N, NULL, NULL, NULL, 0, 1, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 203, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_GetSlice( - __pyx_v_inds, 0, __pyx_v_N, NULL, NULL, NULL, 0, 1, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 203, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 203, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1); - __pyx_t_2 = 0; - __pyx_t_1 = 0; - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - goto __pyx_L0; - -/* "cyops/nms.pyx":98 -*@cython.cdivision(True) -*@cython.wraparound(False) -*def soft_nms( # <<<<<<<<<<<<<< -* np.ndarray[float, ndim=2] boxes_in, -* float sigma=0.5, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_11); - { - PyObject *__pyx_type, *__pyx_value, *__pyx_tb; - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch( - &__pyx_type, &__pyx_value, &__pyx_tb); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_boxes_in.rcbuffer->pybuffer); - __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb); - } - __Pyx_AddTraceback( - "cyops.nms.soft_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - goto __pyx_L2; -__pyx_L0:; - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_boxes_in.rcbuffer->pybuffer); -__pyx_L2:; - __Pyx_XDECREF(__pyx_v_boxes); - __Pyx_XDECREF(__pyx_v_inds); - __Pyx_XDECREF(__pyx_v_i); - __Pyx_XDECREF(__pyx_v_ti); - __Pyx_XDECREF(__pyx_v_s); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - -/* Python wrapper */ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /*proto*/ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) { - int __pyx_r; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__getbuffer__ (wrapper)", 0); - __pyx_r = - __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info), - ((int)__pyx_v_flags)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags) { - int __pyx_v_i; - int __pyx_v_ndim; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - int __pyx_v_t; - char *__pyx_v_f; - PyArray_Descr *__pyx_v_descr = 0; - int __pyx_v_offset; - int __pyx_r; - __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; - PyArray_Descr *__pyx_t_7; - PyObject *__pyx_t_8 = NULL; - char *__pyx_t_9; - if (__pyx_v_info == NULL) { - PyErr_SetString(PyExc_BufferError, - "PyObject_GetBuffer: view==NULL argument is obsolete"); - return -1; - } - __Pyx_RefNannySetupContext("__getbuffer__", 0); - __pyx_v_info->obj = Py_None; - __Pyx_INCREF(Py_None); - __Pyx_GIVEREF(__pyx_v_info->obj); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":265 - * - * cdef int i, ndim - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":266 - * cdef int i, ndim - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * - * ndim = PyArray_NDIM(self) - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":268 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - * ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - */ - __pyx_v_ndim = PyArray_NDIM(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L4_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":271 - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not C contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_C_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L4_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 272, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L7_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":275 - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not Fortran contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_F_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 276, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":278 - * raise ValueError(u"ndarray is not Fortran contiguous") - * - * info.buf = PyArray_DATA(self) # <<<<<<<<<<<<<< - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_v_info->buf = PyArray_DATA(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":279 - * - * info.buf = PyArray_DATA(self) - * info.ndim = ndim # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * # Allocate new buffer for strides and shape info. - */ - __pyx_v_info->ndim = __pyx_v_ndim; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":283 - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * # <<<<<<<<<<<<<< - * info.shape = info.strides + ndim - * for i in range(ndim): - */ - __pyx_v_info->strides = ((Py_ssize_t *)PyObject_Malloc( - (((sizeof(Py_ssize_t)) * 2) * ((size_t)__pyx_v_ndim)))); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":284 - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim # <<<<<<<<<<<<<< - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - */ - __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":285 - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim - * for i in range(ndim): # <<<<<<<<<<<<<< - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] - */ - __pyx_t_4 = __pyx_v_ndim; - __pyx_t_5 = __pyx_t_4; - for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6 += 1) { - __pyx_v_i = __pyx_t_6; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":286 - * info.shape = info.strides + ndim - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] # - * <<<<<<<<<<<<<< - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - */ - (__pyx_v_info->strides[__pyx_v_i]) = - (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":287 - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] # - * <<<<<<<<<<<<<< - * else: - * info.strides = PyArray_STRIDES(self) - */ - (__pyx_v_info->shape[__pyx_v_i]) = - (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - goto __pyx_L9; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":289 - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - * info.strides = PyArray_STRIDES(self) - * # <<<<<<<<<<<<<< - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - */ - /*else*/ { - __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":290 - * else: - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) # - * <<<<<<<<<<<<<< - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - */ - __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self)); - } -__pyx_L9:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":291 - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL # <<<<<<<<<<<<<< - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) - */ - __pyx_v_info->suboffsets = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":292 - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) # - * <<<<<<<<<<<<<< - * info.readonly = not PyArray_ISWRITEABLE(self) - * - */ - __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":293 - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) # - * <<<<<<<<<<<<<< - * - * cdef int t - */ - __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":296 - * - * cdef int t - * cdef char* f = NULL # <<<<<<<<<<<<<< - * cdef dtype descr = PyArray_DESCR(self) - * cdef int offset - */ - __pyx_v_f = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":297 - * cdef int t - * cdef char* f = NULL - * cdef dtype descr = PyArray_DESCR(self) # - * <<<<<<<<<<<<<< - * cdef int offset - * - */ - __pyx_t_7 = PyArray_DESCR(__pyx_v_self); - __pyx_t_3 = ((PyObject *)__pyx_t_7); - __Pyx_INCREF(__pyx_t_3); - __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":300 - * cdef int offset - * - * info.obj = self # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(descr): - */ - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - __pyx_t_1 = ((!(PyDataType_HASFIELDS(__pyx_v_descr) != 0)) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":303 - * - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num # <<<<<<<<<<<<<< - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - */ - __pyx_t_4 = __pyx_v_descr->type_num; - __pyx_v_t = __pyx_t_4; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0); - if (!__pyx_t_2) { - goto __pyx_L15_next_or; - } else { - } - __pyx_t_2 = (__pyx_v_little_endian != 0); - if (!__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_L15_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":305 - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_1 = __pyx_t_2; - __pyx_L14_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 306, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":307 - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - */ - switch (__pyx_v_t) { - case NPY_BYTE: - __pyx_v_f = ((char *)"b"); - break; - case NPY_UBYTE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":308 - * raise ValueError(u"Non-native byte order not - * supported") - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - */ - __pyx_v_f = ((char *)"B"); - break; - case NPY_SHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":309 - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - */ - __pyx_v_f = ((char *)"h"); - break; - case NPY_USHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":310 - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - */ - __pyx_v_f = ((char *)"H"); - break; - case NPY_INT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":311 - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - */ - __pyx_v_f = ((char *)"i"); - break; - case NPY_UINT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":312 - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - */ - __pyx_v_f = ((char *)"I"); - break; - case NPY_LONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":313 - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - */ - __pyx_v_f = ((char *)"l"); - break; - case NPY_ULONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":314 - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - */ - __pyx_v_f = ((char *)"L"); - break; - case NPY_LONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":315 - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - */ - __pyx_v_f = ((char *)"q"); - break; - case NPY_ULONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":316 - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - */ - __pyx_v_f = ((char *)"Q"); - break; - case NPY_FLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":317 - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - */ - __pyx_v_f = ((char *)"f"); - break; - case NPY_DOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":318 - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - */ - __pyx_v_f = ((char *)"d"); - break; - case NPY_LONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":319 - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - */ - __pyx_v_f = ((char *)"g"); - break; - case NPY_CFLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":320 - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" # - * <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - */ - __pyx_v_f = ((char *)"Zf"); - break; - case NPY_CDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":321 - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" # - * <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" - */ - __pyx_v_f = ((char *)"Zd"); - break; - case NPY_CLONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":322 - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" # - * <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f = "O" - * else: - */ - __pyx_v_f = ((char *)"Zg"); - break; - case NPY_OBJECT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":323 - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) - */ - __pyx_v_f = ((char *)"O"); - break; - default: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":325 - * elif t == NPY_OBJECT: f = "O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) # <<<<<<<<<<<<<< - * info.format = f - * return - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_t_3); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_8); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 325, __pyx_L1_error) - break; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":326 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f # <<<<<<<<<<<<<< - * return - * else: - */ - __pyx_v_info->format = __pyx_v_f; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":327 - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f - * return # <<<<<<<<<<<<<< - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - */ - __pyx_r = 0; - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":329 - * return - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) # - * <<<<<<<<<<<<<< - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - */ - /*else*/ { - __pyx_v_info->format = ((char *)PyObject_Malloc(0xFF)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":330 - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * # <<<<<<<<<<<<<< - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, - */ - (__pyx_v_info->format[0]) = '^'; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":331 - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 # <<<<<<<<<<<<<< - * f = _util_dtypestring(descr, info.format + 1, - * info.format + - * _buffer_format_string_len, - */ - __pyx_v_offset = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":332 - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, # - * <<<<<<<<<<<<<< - * info.format + - * _buffer_format_string_len, - * &offset) - */ - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, - (__pyx_v_info->format + 1), - (__pyx_v_info->format + 0xFF), - (&__pyx_v_offset)); - if (unlikely(__pyx_t_9 == ((char *)NULL))) __PYX_ERR(1, 332, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":335 - * info.format + - * _buffer_format_string_len, - * &offset) - * f[0] = c'\0' # Terminate format string # - * <<<<<<<<<<<<<< - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - */ - (__pyx_v_f[0]) = '\x00'; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = -1; - if (__pyx_v_info->obj != NULL) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } - goto __pyx_L2; -__pyx_L0:; - if (__pyx_v_info->obj == Py_None) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } -__pyx_L2:; - __Pyx_XDECREF((PyObject *)__pyx_v_descr); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - -/* Python wrapper */ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__releasebuffer__ (wrapper)", 0); - __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("__releasebuffer__", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":339 - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) - */ - PyObject_Free(__pyx_v_info->format); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":341 - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) # <<<<<<<<<<<<<< - * # info.shape was stored after info.strides in the same block - * - */ - PyObject_Free(__pyx_v_info->strides); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 - * ctypedef npy_cdouble complex_t - * - * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(1, a) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1( - PyObject *__pyx_v_a) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":822 - * - * cdef inline object PyArray_MultiIterNew1(a): - * return PyArray_MultiIterNew(1, a) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew2(a, b): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 822, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 -*ctypedef npy_cdouble complex_t -* -*cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(1, a) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, b) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2( - PyObject *__pyx_v_a, PyObject *__pyx_v_b) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":825 - * - * cdef inline object PyArray_MultiIterNew2(a, b): - * return PyArray_MultiIterNew(2, a, b) # - * <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 825, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 -* return PyArray_MultiIterNew(1, a) -* -*cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(2, a, b) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, c) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3( - PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":828 - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - * return PyArray_MultiIterNew(3, a, b, c) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew( - 3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 828, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 -* return PyArray_MultiIterNew(2, a, b) -* -*cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(3, a, b, c) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, d) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":831 - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - * return PyArray_MultiIterNew(4, a, b, c, d) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(4, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 831, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 -* return PyArray_MultiIterNew(3, a, b, c) -* -*cdef inline object PyArray_MultiIterNew4(a, b, c, d): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d, - PyObject *__pyx_v_e) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":834 - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) # <<<<<<<<<<<<<< - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(5, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d), - ((void *)__pyx_v_e)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 834, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE( - PyArray_Descr *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":838 - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape # <<<<<<<<<<<<<< - * else: - * return () - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_d->subarray->shape)); - __pyx_r = ((PyObject *)__pyx_v_d->subarray->shape); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":840 - * return d.subarray.shape - * else: - * return () # <<<<<<<<<<<<<< - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: - */ - /*else*/ { - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_empty_tuple); - __pyx_r = __pyx_empty_tuple; - goto __pyx_L0; - } - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< -* if PyDataType_HASSUBARRAY(d): -* return d.subarray.shape -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 - * return () - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: # <<<<<<<<<<<<<< - * # Recursive utility function used in __getbuffer__ to get format - * # string. The new location in the format string is returned. - */ - -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring( - PyArray_Descr *__pyx_v_descr, - char *__pyx_v_f, - char *__pyx_v_end, - int *__pyx_v_offset) { - PyArray_Descr *__pyx_v_child = 0; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - PyObject *__pyx_v_fields = 0; - PyObject *__pyx_v_childname = NULL; - PyObject *__pyx_v_new_offset = NULL; - PyObject *__pyx_v_t = NULL; - char *__pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - Py_ssize_t __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - int __pyx_t_5; - int __pyx_t_6; - int __pyx_t_7; - long __pyx_t_8; - char *__pyx_t_9; - __Pyx_RefNannySetupContext("_util_dtypestring", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":847 - * - * cdef dtype child - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * cdef tuple fields - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":848 - * cdef dtype child - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * cdef tuple fields - * - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - if (unlikely(__pyx_v_descr->names == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); - __PYX_ERR(1, 851, __pyx_L1_error) - } - __pyx_t_1 = __pyx_v_descr->names; - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = 0; - for (;;) { - if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_2++; - if (unlikely(0 < 0)) __PYX_ERR(1, 851, __pyx_L1_error) -#else - __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); - __pyx_t_2++; - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 851, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":852 - * - * for childname in descr.names: - * fields = descr.fields[childname] # <<<<<<<<<<<<<< - * child, new_offset = fields - * - */ - if (unlikely(__pyx_v_descr->fields == Py_None)) { - PyErr_SetString(PyExc_TypeError, - "'NoneType' object is not subscriptable"); - __PYX_ERR(1, 852, __pyx_L1_error) - } - __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_descr->fields, __pyx_v_childname); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (!(likely(PyTuple_CheckExact(__pyx_t_3)) || ((__pyx_t_3) == Py_None) || - (PyErr_Format(PyExc_TypeError, - "Expected %.16s, got %.200s", - "tuple", - Py_TYPE(__pyx_t_3)->tp_name), - 0))) - __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject *)__pyx_t_3)); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":853 - * for childname in descr.names: - * fields = descr.fields[childname] - * child, new_offset = fields # <<<<<<<<<<<<<< - * - * if (end - f) - (new_offset - offset[0]) < 15: - */ - if (likely(__pyx_v_fields != Py_None)) { - PyObject *sequence = __pyx_v_fields; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 2)) { - if (size > 2) - __Pyx_RaiseTooManyValuesError(2); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(1, 853, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); -#else - __pyx_t_3 = PySequence_ITEM(sequence, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PySequence_ITEM(sequence, 1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); -#endif - } else { - __Pyx_RaiseNoneNotIterableError(); - __PYX_ERR(1, 853, __pyx_L1_error) - } - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) - __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3)); - __pyx_t_3 = 0; - __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - __pyx_t_4 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = ((((__pyx_v_end - __pyx_v_f) - ((int)__pyx_t_5)) < 15) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_t_3 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__11, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 856, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0); - if (!__pyx_t_7) { - goto __pyx_L8_next_or; - } else { - } - __pyx_t_7 = (__pyx_v_little_endian != 0); - if (!__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_L8_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":859 - * - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): # - * <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * # One could encode it in the format string and have Cython - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0); - if (__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_6 = __pyx_t_7; - __pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":860 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 860, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 860, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":870 - * - * # Output padding bytes - * while offset[0] < new_offset: # <<<<<<<<<<<<<< - * f[0] = 120 # "x"; pad byte - * f += 1 - */ - while (1) { - __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_v_new_offset, Py_LT); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!__pyx_t_6) break; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":871 - * # Output padding bytes - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte # <<<<<<<<<<<<<< - * f += 1 - * offset[0] += 1 - */ - (__pyx_v_f[0]) = 0x78; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":872 - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte - * f += 1 # <<<<<<<<<<<<<< - * offset[0] += 1 - * - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":873 - * f[0] = 120 # "x"; pad byte - * f += 1 - * offset[0] += 1 # <<<<<<<<<<<<<< - * - * offset[0] += child.itemsize - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":875 - * offset[0] += 1 - * - * offset[0] += child.itemsize # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(child): - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = - ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0); - if (__pyx_t_6) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":878 - * - * if not PyDataType_HASFIELDS(child): - * t = child.type_num # <<<<<<<<<<<<<< - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - */ - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 878, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_t_4 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__12, NULL); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 880, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":883 - * - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_BYTE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 98; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":884 - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UBYTE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":885 - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_SHORT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x68; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":886 - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_USHORT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 72; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":887 - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_INT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x69; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":888 - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UINT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 73; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":889 - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x6C; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":890 - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 76; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":891 - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGLONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x71; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":892 - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONGLONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 81; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":893 - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_FLOAT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":894 - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_DOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x64; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":895 - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x67; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":896 - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * # <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CFLOAT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x66; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":897 - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * # <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x64; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":898 - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * # <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CLONGDOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x67; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":899 - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_OBJECT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (likely(__pyx_t_6)) { - (__pyx_v_f[0]) = 79; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":901 - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * # <<<<<<<<<<<<<< - * f += 1 - * else: - */ - /*else*/ { - __pyx_t_3 = __Pyx_PyUnicode_FormatSafe( - __pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 901, __pyx_L1_error) - } - __pyx_L15:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":902 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * f += 1 # <<<<<<<<<<<<<< - * else: - * # Cython ignores struct boundary information ("T{...}"), - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - goto __pyx_L13; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":906 - * # Cython ignores struct boundary information ("T{...}"), - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) # - * <<<<<<<<<<<<<< - * return f - * - */ - /*else*/ { - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring( - __pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); - if (unlikely(__pyx_t_9 == ((char *)NULL))) - __PYX_ERR(1, 906, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - } - __pyx_L13:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - } - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":907 - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) - * return f # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_f; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 -* return () -* -*cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* -* offset) except NULL: # <<<<<<<<<<<<<< -* # Recursive utility function used in __getbuffer__ to get format -* # string. The new location in the format string is returned. -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback( - "numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_child); - __Pyx_XDECREF(__pyx_v_fields); - __Pyx_XDECREF(__pyx_v_childname); - __Pyx_XDECREF(__pyx_v_new_offset); - __Pyx_XDECREF(__pyx_v_t); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - -static CYTHON_INLINE void __pyx_f_5numpy_set_array_base( - PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("set_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1023 - * - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! # <<<<<<<<<<<<<< - * PyArray_SetBaseObject(arr, base) - * - */ - Py_INCREF(__pyx_v_base); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1024 - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<< - * - * cdef inline object get_array_base(ndarray arr): - */ - (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 - * PyArray_SetBaseObject(arr, base) - * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * base = PyArray_BASE(arr) - * if base is NULL: - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base( - PyArrayObject *__pyx_v_arr) { - PyObject *__pyx_v_base; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("get_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1027 - * - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) # <<<<<<<<<<<<<< - * if base is NULL: - * return None - */ - __pyx_v_base = PyArray_BASE(__pyx_v_arr); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - __pyx_t_1 = ((__pyx_v_base == NULL) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1029 - * base = PyArray_BASE(arr) - * if base is NULL: - * return None # <<<<<<<<<<<<<< - * return base - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_r = Py_None; - __Pyx_INCREF(Py_None); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1030 - * if base is NULL: - * return None - * return base # <<<<<<<<<<<<<< - * - * # Versions of the import_* functions which are more suitable for - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_base)); - __pyx_r = ((PyObject *)__pyx_v_base); - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 -* PyArray_SetBaseObject(arr, base) -* -*cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< -* base = PyArray_BASE(arr) -* if base is NULL: -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_array", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1036 - * cdef inline int import_array() except -1: - * try: - * _import_array() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - */ - __pyx_t_4 = _import_array(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1036, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1037 - * try: - * _import_array() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.multiarray failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1037, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__13, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1038, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1038, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_umath", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1042 - * cdef inline int import_umath() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1042, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1043 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1043, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__14, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1044, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1044, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_ufunc", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1048 - * cdef inline int import_ufunc() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1048, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1049 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1049, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1050 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__14, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1050, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1050, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyMethodDef __pyx_methods[] = {{0, 0, 0, 0}}; - -#if PY_MAJOR_VERSION >= 3 -#if CYTHON_PEP489_MULTI_PHASE_INIT -static PyObject *__pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ -static int __pyx_pymod_exec_nms(PyObject *module); /*proto*/ -static PyModuleDef_Slot __pyx_moduledef_slots[] = { - {Py_mod_create, (void *)__pyx_pymod_create}, - {Py_mod_exec, (void *)__pyx_pymod_exec_nms}, - {0, NULL}}; -#endif - -static struct PyModuleDef __pyx_moduledef = { - PyModuleDef_HEAD_INIT, - "nms", - 0, /* m_doc */ -#if CYTHON_PEP489_MULTI_PHASE_INIT - 0, /* m_size */ -#else - -1, /* m_size */ -#endif - __pyx_methods /* m_methods */, -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_moduledef_slots, /* m_slots */ -#else - NULL, /* m_reload */ -#endif - NULL, /* m_traverse */ - NULL, /* m_clear */ - NULL /* m_free */ -}; -#endif -#ifndef CYTHON_SMALL_CODE -#if defined(__clang__) -#define CYTHON_SMALL_CODE -#elif defined(__GNUC__) && \ - (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) -#define CYTHON_SMALL_CODE __attribute__((cold)) -#else -#define CYTHON_SMALL_CODE -#endif -#endif - -static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_kp_u_Format_string_allocated_too_shor, - __pyx_k_Format_string_allocated_too_shor, - sizeof(__pyx_k_Format_string_allocated_too_shor), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, - __pyx_k_Format_string_allocated_too_shor_2, - sizeof(__pyx_k_Format_string_allocated_too_shor_2), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_ImportError, - __pyx_k_ImportError, - sizeof(__pyx_k_ImportError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_N, __pyx_k_N, sizeof(__pyx_k_N), 0, 0, 1, 1}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, - __pyx_k_Non_native_byte_order_not_suppor, - sizeof(__pyx_k_Non_native_byte_order_not_suppor), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_Nt, __pyx_k_Nt, sizeof(__pyx_k_Nt), 0, 0, 1, 1}, - {&__pyx_n_s_RuntimeError, - __pyx_k_RuntimeError, - sizeof(__pyx_k_RuntimeError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ValueError, - __pyx_k_ValueError, - sizeof(__pyx_k_ValueError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_arange, __pyx_k_arange, sizeof(__pyx_k_arange), 0, 0, 1, 1}, - {&__pyx_n_s_area, __pyx_k_area, sizeof(__pyx_k_area), 0, 0, 1, 1}, - {&__pyx_n_s_areas, __pyx_k_areas, sizeof(__pyx_k_areas), 0, 0, 1, 1}, - {&__pyx_n_s_argsort, __pyx_k_argsort, sizeof(__pyx_k_argsort), 0, 0, 1, 1}, - {&__pyx_n_s_box_area, - __pyx_k_box_area, - sizeof(__pyx_k_box_area), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_boxes, __pyx_k_boxes, sizeof(__pyx_k_boxes), 0, 0, 1, 1}, - {&__pyx_n_s_boxes_in, - __pyx_k_boxes_in, - sizeof(__pyx_k_boxes_in), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_cline_in_traceback, - __pyx_k_cline_in_traceback, - sizeof(__pyx_k_cline_in_traceback), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_copy, __pyx_k_copy, sizeof(__pyx_k_copy), 0, 0, 1, 1}, - {&__pyx_n_s_cyops_nms, - __pyx_k_cyops_nms, - sizeof(__pyx_k_cyops_nms), - 0, - 0, - 1, - 1}, - {&__pyx_kp_s_cyops_nms_pyx, - __pyx_k_cyops_nms_pyx, - sizeof(__pyx_k_cyops_nms_pyx), - 0, - 0, - 1, - 0}, - {&__pyx_n_s_dets, __pyx_k_dets, sizeof(__pyx_k_dets), 0, 0, 1, 1}, - {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1}, - {&__pyx_n_s_exp, __pyx_k_exp, sizeof(__pyx_k_exp), 0, 0, 1, 1}, - {&__pyx_n_s_h, __pyx_k_h, sizeof(__pyx_k_h), 0, 0, 1, 1}, - {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1}, - {&__pyx_n_s_i_2, __pyx_k_i_2, sizeof(__pyx_k_i_2), 0, 0, 1, 1}, - {&__pyx_n_s_iarea, __pyx_k_iarea, sizeof(__pyx_k_iarea), 0, 0, 1, 1}, - {&__pyx_n_s_ih, __pyx_k_ih, sizeof(__pyx_k_ih), 0, 0, 1, 1}, - {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1}, - {&__pyx_n_s_inds, __pyx_k_inds, sizeof(__pyx_k_inds), 0, 0, 1, 1}, - {&__pyx_n_s_int, __pyx_k_int, sizeof(__pyx_k_int), 0, 0, 1, 1}, - {&__pyx_n_s_inter, __pyx_k_inter, sizeof(__pyx_k_inter), 0, 0, 1, 1}, - {&__pyx_n_s_iw, __pyx_k_iw, sizeof(__pyx_k_iw), 0, 0, 1, 1}, - {&__pyx_n_s_ix1, __pyx_k_ix1, sizeof(__pyx_k_ix1), 0, 0, 1, 1}, - {&__pyx_n_s_ix2, __pyx_k_ix2, sizeof(__pyx_k_ix2), 0, 0, 1, 1}, - {&__pyx_n_s_iy1, __pyx_k_iy1, sizeof(__pyx_k_iy1), 0, 0, 1, 1}, - {&__pyx_n_s_iy2, __pyx_k_iy2, sizeof(__pyx_k_iy2), 0, 0, 1, 1}, - {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1}, - {&__pyx_n_s_j_2, __pyx_k_j_2, sizeof(__pyx_k_j_2), 0, 0, 1, 1}, - {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1}, - {&__pyx_n_s_maxpos, __pyx_k_maxpos, sizeof(__pyx_k_maxpos), 0, 0, 1, 1}, - {&__pyx_n_s_maxscore, - __pyx_k_maxscore, - sizeof(__pyx_k_maxscore), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_method, __pyx_k_method, sizeof(__pyx_k_method), 0, 0, 1, 1}, - {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, - __pyx_k_ndarray_is_not_C_contiguous, - sizeof(__pyx_k_ndarray_is_not_C_contiguous), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, - __pyx_k_ndarray_is_not_Fortran_contiguou, - sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_ndets, __pyx_k_ndets, sizeof(__pyx_k_ndets), 0, 0, 1, 1}, - {&__pyx_n_s_nms, __pyx_k_nms, sizeof(__pyx_k_nms), 0, 0, 1, 1}, - {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1}, - {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1}, - {&__pyx_kp_s_numpy_core_multiarray_failed_to, - __pyx_k_numpy_core_multiarray_failed_to, - sizeof(__pyx_k_numpy_core_multiarray_failed_to), - 0, - 0, - 1, - 0}, - {&__pyx_kp_s_numpy_core_umath_failed_to_impor, - __pyx_k_numpy_core_umath_failed_to_impor, - sizeof(__pyx_k_numpy_core_umath_failed_to_impor), - 0, - 0, - 1, - 0}, - {&__pyx_n_s_order, __pyx_k_order, sizeof(__pyx_k_order), 0, 0, 1, 1}, - {&__pyx_n_s_ov, __pyx_k_ov, sizeof(__pyx_k_ov), 0, 0, 1, 1}, - {&__pyx_n_s_ovr, __pyx_k_ovr, sizeof(__pyx_k_ovr), 0, 0, 1, 1}, - {&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1}, - {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1}, - {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1}, - {&__pyx_n_s_scores, __pyx_k_scores, sizeof(__pyx_k_scores), 0, 0, 1, 1}, - {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1}, - {&__pyx_n_s_sigma, __pyx_k_sigma, sizeof(__pyx_k_sigma), 0, 0, 1, 1}, - {&__pyx_n_s_soft_nms, - __pyx_k_soft_nms, - sizeof(__pyx_k_soft_nms), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_suppressed, - __pyx_k_suppressed, - sizeof(__pyx_k_suppressed), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, - {&__pyx_n_s_thresh, __pyx_k_thresh, sizeof(__pyx_k_thresh), 0, 0, 1, 1}, - {&__pyx_n_s_threshold, - __pyx_k_threshold, - sizeof(__pyx_k_threshold), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ti, __pyx_k_ti, sizeof(__pyx_k_ti), 0, 0, 1, 1}, - {&__pyx_n_s_ts, __pyx_k_ts, sizeof(__pyx_k_ts), 0, 0, 1, 1}, - {&__pyx_n_s_tx1, __pyx_k_tx1, sizeof(__pyx_k_tx1), 0, 0, 1, 1}, - {&__pyx_n_s_tx2, __pyx_k_tx2, sizeof(__pyx_k_tx2), 0, 0, 1, 1}, - {&__pyx_n_s_ty1, __pyx_k_ty1, sizeof(__pyx_k_ty1), 0, 0, 1, 1}, - {&__pyx_n_s_ty2, __pyx_k_ty2, sizeof(__pyx_k_ty2), 0, 0, 1, 1}, - {&__pyx_n_s_ua, __pyx_k_ua, sizeof(__pyx_k_ua), 0, 0, 1, 1}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_k_unknown_dtype_code_in_numpy_pxd, - sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 0, 0, 1, 1}, - {&__pyx_n_s_weight, __pyx_k_weight, sizeof(__pyx_k_weight), 0, 0, 1, 1}, - {&__pyx_n_s_where, __pyx_k_where, sizeof(__pyx_k_where), 0, 0, 1, 1}, - {&__pyx_n_s_x1, __pyx_k_x1, sizeof(__pyx_k_x1), 0, 0, 1, 1}, - {&__pyx_n_s_x2, __pyx_k_x2, sizeof(__pyx_k_x2), 0, 0, 1, 1}, - {&__pyx_n_s_xx1, __pyx_k_xx1, sizeof(__pyx_k_xx1), 0, 0, 1, 1}, - {&__pyx_n_s_xx2, __pyx_k_xx2, sizeof(__pyx_k_xx2), 0, 0, 1, 1}, - {&__pyx_n_s_y1, __pyx_k_y1, sizeof(__pyx_k_y1), 0, 0, 1, 1}, - {&__pyx_n_s_y2, __pyx_k_y2, sizeof(__pyx_k_y2), 0, 0, 1, 1}, - {&__pyx_n_s_yy1, __pyx_k_yy1, sizeof(__pyx_k_yy1), 0, 0, 1, 1}, - {&__pyx_n_s_yy2, __pyx_k_yy2, sizeof(__pyx_k_yy2), 0, 0, 1, 1}, - {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1}, - {0, 0, 0, 0, 0, 0, 0}}; -static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); - if (!__pyx_builtin_range) __PYX_ERR(0, 63, __pyx_L1_error) - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); - if (!__pyx_builtin_ValueError) __PYX_ERR(1, 272, __pyx_L1_error) - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); - if (!__pyx_builtin_RuntimeError) __PYX_ERR(1, 856, __pyx_L1_error) - __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); - if (!__pyx_builtin_ImportError) __PYX_ERR(1, 1038, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_InitCachedConstants", 0); - - /* "cyops/nms.pyx":38 - * @cython.wraparound(False) - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - */ - __pyx_slice_ = PySlice_New(Py_None, Py_None, Py_None); - if (unlikely(!__pyx_slice_)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - __pyx_tuple__2 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_0); - if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "cyops/nms.pyx":39 - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - */ - __pyx_tuple__3 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_1); - if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "cyops/nms.pyx":40 - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - */ - __pyx_tuple__4 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_2); - if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 40, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "cyops/nms.pyx":41 - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # - * <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - */ - __pyx_tuple__5 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_3); - if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "cyops/nms.pyx":42 - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + - * 1) - */ - __pyx_tuple__6 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_4); - if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - - /* "cyops/nms.pyx":45 - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + - * 1) - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * # <<<<<<<<<<<<<< - * - * cdef int ndets = dets.shape[0] - */ - __pyx_slice__7 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); - if (unlikely(!__pyx_slice__7)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice__7); - __Pyx_GIVEREF(__pyx_slice__7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); - if (unlikely(!__pyx_tuple__8)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); - if (unlikely(!__pyx_tuple__9)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__10 = - PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); - if (unlikely(!__pyx_tuple__10)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__11 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); - if (unlikely(!__pyx_tuple__11)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__12 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); - if (unlikely(!__pyx_tuple__12)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); - if (unlikely(!__pyx_tuple__13)) __PYX_ERR(1, 1038, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_tuple__14 = - PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); - if (unlikely(!__pyx_tuple__14)) __PYX_ERR(1, 1044, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); - - /* "cyops/nms.pyx":37 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - __pyx_tuple__15 = PyTuple_Pack(28, - __pyx_n_s_dets, - __pyx_n_s_thresh, - __pyx_n_s_x1, - __pyx_n_s_y1, - __pyx_n_s_x2, - __pyx_n_s_y2, - __pyx_n_s_scores, - __pyx_n_s_areas, - __pyx_n_s_order, - __pyx_n_s_ndets, - __pyx_n_s_suppressed, - __pyx_n_s_i, - __pyx_n_s_j, - __pyx_n_s_i_2, - __pyx_n_s_j_2, - __pyx_n_s_ix1, - __pyx_n_s_iy1, - __pyx_n_s_ix2, - __pyx_n_s_iy2, - __pyx_n_s_iarea, - __pyx_n_s_xx1, - __pyx_n_s_yy1, - __pyx_n_s_xx2, - __pyx_n_s_yy2, - __pyx_n_s_w, - __pyx_n_s_h, - __pyx_n_s_inter, - __pyx_n_s_ovr); - if (unlikely(!__pyx_tuple__15)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); - __pyx_codeobj__16 = (PyObject *)__Pyx_PyCode_New(2, - 0, - 28, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__15, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_nms_pyx, - __pyx_n_s_nms, - 37, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__16)) __PYX_ERR(0, 37, __pyx_L1_error) - - /* "cyops/nms.pyx":98 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def soft_nms( # <<<<<<<<<<<<<< - * np.ndarray[float, ndim=2] boxes_in, - * float sigma=0.5, - */ - __pyx_tuple__17 = PyTuple_Pack(30, - __pyx_n_s_boxes_in, - __pyx_n_s_sigma, - __pyx_n_s_Nt, - __pyx_n_s_threshold, - __pyx_n_s_method, - __pyx_n_s_boxes, - __pyx_n_s_N, - __pyx_n_s_iw, - __pyx_n_s_ih, - __pyx_n_s_box_area, - __pyx_n_s_ua, - __pyx_n_s_pos, - __pyx_n_s_maxscore, - __pyx_n_s_maxpos, - __pyx_n_s_x1, - __pyx_n_s_x2, - __pyx_n_s_y1, - __pyx_n_s_y2, - __pyx_n_s_tx1, - __pyx_n_s_tx2, - __pyx_n_s_ty1, - __pyx_n_s_ty2, - __pyx_n_s_ts, - __pyx_n_s_area, - __pyx_n_s_weight, - __pyx_n_s_ov, - __pyx_n_s_inds, - __pyx_n_s_i_2, - __pyx_n_s_ti, - __pyx_n_s_s); - if (unlikely(!__pyx_tuple__17)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__17); - __Pyx_GIVEREF(__pyx_tuple__17); - __pyx_codeobj__18 = (PyObject *)__Pyx_PyCode_New(5, - 0, - 30, - 0, - CO_OPTIMIZED | CO_NEWLOCALS, - __pyx_empty_bytes, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_tuple__17, - __pyx_empty_tuple, - __pyx_empty_tuple, - __pyx_kp_s_cyops_nms_pyx, - __pyx_n_s_soft_nms, - 98, - __pyx_empty_bytes); - if (unlikely(!__pyx_codeobj__18)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_RefNannyFinishContext(); - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) { - if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error); - __pyx_int_0 = PyInt_FromLong(0); - if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_1 = PyInt_FromLong(1); - if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_2 = PyInt_FromLong(2); - if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_3 = PyInt_FromLong(3); - if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_4 = PyInt_FromLong(4); - if (unlikely(!__pyx_int_4)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_neg_1 = PyInt_FromLong(-1); - if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/ - -static int __Pyx_modinit_global_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_global_init_code", 0); - /*--- Global init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_variable_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_export_code", 0); - /*--- Variable export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_export_code", 0); - /*--- Function export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_type_init_code", 0); - /*--- Type init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_import_code(void) { - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0); - /*--- Type import code ---*/ - __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_7cpython_4type_type = - __Pyx_ImportType(__pyx_t_1, - __Pyx_BUILTIN_MODULE_NAME, - "type", -#if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000 - sizeof(PyTypeObject), -#else - sizeof(PyHeapTypeObject), -#endif - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyImport_ImportModule("numpy"); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 206, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_5numpy_dtype = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "dtype", - sizeof(PyArray_Descr), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 206, __pyx_L1_error) - __pyx_ptype_5numpy_flatiter = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "flatiter", - sizeof(PyArrayIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 229, __pyx_L1_error) - __pyx_ptype_5numpy_broadcast = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "broadcast", - sizeof(PyArrayMultiIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 233, __pyx_L1_error) - __pyx_ptype_5numpy_ndarray = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "ndarray", - sizeof(PyArrayObject), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 242, __pyx_L1_error) - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType(__pyx_t_1, - "numpy", - "ufunc", - sizeof(PyUFuncObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 918, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_RefNannyFinishContext(); - return -1; -} - -static int __Pyx_modinit_variable_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_import_code", 0); - /*--- Variable import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_import_code", 0); - /*--- Function import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - - -#if PY_MAJOR_VERSION < 3 -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC void -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#else -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC PyObject * -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#endif - - -#if PY_MAJOR_VERSION < 3 -__Pyx_PyMODINIT_FUNC initnms(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC initnms(void) -#else -__Pyx_PyMODINIT_FUNC PyInit_nms(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC PyInit_nms(void) -#if CYTHON_PEP489_MULTI_PHASE_INIT -{ - return PyModuleDef_Init(&__pyx_moduledef); -} -static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) { -#if PY_VERSION_HEX >= 0x030700A1 - static PY_INT64_T main_interpreter_id = -1; - PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp); - if (main_interpreter_id == -1) { - main_interpreter_id = current_id; - return (unlikely(current_id == -1)) ? -1 : 0; - } else if (unlikely(main_interpreter_id != current_id)) -#else - static PyInterpreterState *main_interpreter = NULL; - PyInterpreterState *current_interpreter = PyThreadState_Get()->interp; - if (!main_interpreter) { - main_interpreter = current_interpreter; - } else if (unlikely(main_interpreter != current_interpreter)) -#endif - { - PyErr_SetString(PyExc_ImportError, - "Interpreter change detected - this module can only be " - "loaded into one interpreter per process."); - return -1; - } - return 0; -} -static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, - PyObject *moddict, - const char *from_name, - const char *to_name, - int allow_none) { - PyObject *value = PyObject_GetAttrString(spec, from_name); - int result = 0; - if (likely(value)) { - if (allow_none || value != Py_None) { - result = PyDict_SetItemString(moddict, to_name, value); - } - Py_DECREF(value); - } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_Clear(); - } else { - result = -1; - } - return result; -} -static CYTHON_SMALL_CODE PyObject *__pyx_pymod_create( - PyObject *spec, CYTHON_UNUSED PyModuleDef *def) { - PyObject *module = NULL, *moddict, *modname; - if (__Pyx_check_single_interpreter()) return NULL; - if (__pyx_m) return __Pyx_NewRef(__pyx_m); - modname = PyObject_GetAttrString(spec, "name"); - if (unlikely(!modname)) goto bad; - module = PyModule_NewObject(modname); - Py_DECREF(modname); - if (unlikely(!module)) goto bad; - moddict = PyModule_GetDict(module); - if (unlikely(!moddict)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "loader", "__loader__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "origin", "__file__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "parent", "__package__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "submodule_search_locations", "__path__", 0) < - 0)) - goto bad; - return module; -bad: - Py_XDECREF(module); - return NULL; -} - - -static CYTHON_SMALL_CODE int __pyx_pymod_exec_nms(PyObject *__pyx_pyinit_module) -#endif -#endif -{ - PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannyDeclarations -#if CYTHON_PEP489_MULTI_PHASE_INIT - if (__pyx_m) { - if (__pyx_m == __pyx_pyinit_module) return 0; - PyErr_SetString(PyExc_RuntimeError, - "Module 'nms' has already been imported. Re-initialisation " - "is not supported."); - return -1; - } -#elif PY_MAJOR_VERSION >= 3 - if (__pyx_m) return __Pyx_NewRef(__pyx_m); -#endif -#if CYTHON_REFNANNY - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny"); - if (!__Pyx_RefNanny) { - PyErr_Clear(); - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny"); - if (!__Pyx_RefNanny) Py_FatalError("failed to import 'refnanny' module"); - } -#endif - __Pyx_RefNannySetupContext("__Pyx_PyMODINIT_FUNC PyInit_nms(void)", 0); - if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pxy_PyFrame_Initialize_Offsets - __Pxy_PyFrame_Initialize_Offsets(); -#endif - __pyx_empty_tuple = PyTuple_New(0); - if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pyx_CyFunction_USED - if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_FusedFunction_USED - if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Coroutine_USED - if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Generator_USED - if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_AsyncGen_USED - if (__pyx_AsyncGen_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_StopAsyncIteration_USED - if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -/*--- Library function declarations ---*/ -/*--- Threads initialization code ---*/ -#if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS -#ifdef WITH_THREAD /* Python build with threading support? */ - PyEval_InitThreads(); -#endif -#endif -/*--- Module creation code ---*/ -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_m = __pyx_pyinit_module; - Py_INCREF(__pyx_m); -#else -#if PY_MAJOR_VERSION < 3 - __pyx_m = Py_InitModule4("nms", __pyx_methods, 0, 0, PYTHON_API_VERSION); - Py_XINCREF(__pyx_m); -#else - __pyx_m = PyModule_Create(&__pyx_moduledef); -#endif - if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - __pyx_d = PyModule_GetDict(__pyx_m); - if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_d); - __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_b); - __pyx_cython_runtime = PyImport_AddModule((char *)"cython_runtime"); - if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_cython_runtime); - if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) - __PYX_ERR(0, 1, __pyx_L1_error); - /*--- Initialize various global constants etc. ---*/ - if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) - if (__Pyx_init_sys_getdefaultencoding_params() < 0) - __PYX_ERR(0, 1, __pyx_L1_error) -#endif - if (__pyx_module_is_main_cyops__nms) { - if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - } -#if PY_MAJOR_VERSION >= 3 - { - PyObject *modules = PyImport_GetModuleDict(); - if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error) - if (!PyDict_GetItemString(modules, "cyops.nms")) { - if (unlikely(PyDict_SetItemString(modules, "cyops.nms", __pyx_m) < 0)) - __PYX_ERR(0, 1, __pyx_L1_error) - } - } -#endif - /*--- Builtin init code ---*/ - if (__Pyx_InitCachedBuiltins() < 0) goto __pyx_L1_error; - /*--- Constants init code ---*/ - if (__Pyx_InitCachedConstants() < 0) goto __pyx_L1_error; - /*--- Global type/function init code ---*/ - (void)__Pyx_modinit_global_init_code(); - (void)__Pyx_modinit_variable_export_code(); - (void)__Pyx_modinit_function_export_code(); - (void)__Pyx_modinit_type_init_code(); - if (unlikely(__Pyx_modinit_type_import_code() != 0)) goto __pyx_L1_error; - (void)__Pyx_modinit_variable_import_code(); - (void)__Pyx_modinit_function_import_code(); -/*--- Execution code ---*/ -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - - /* "cyops/nms.pyx":25 - * - * cimport cython - * import numpy as np # <<<<<<<<<<<<<< - * cimport numpy as np - * - */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) - __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":37 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float32_t thresh): - * # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - __pyx_t_1 = PyCFunction_NewEx( - &__pyx_mdef_5cyops_3nms_1nms, NULL, __pyx_n_s_cyops_nms); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_nms, __pyx_t_1) < 0) - __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":98 - * @cython.cdivision(True) - * @cython.wraparound(False) - * def soft_nms( # <<<<<<<<<<<<<< - * np.ndarray[float, ndim=2] boxes_in, - * float sigma=0.5, - */ - __pyx_t_1 = PyCFunction_NewEx( - &__pyx_mdef_5cyops_3nms_3soft_nms, NULL, __pyx_n_s_cyops_nms); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_soft_nms, __pyx_t_1) < 0) - __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/nms.pyx":1 - * # Copyright (c) 2017-present, Facebook, Inc. # <<<<<<<<<<<<<< - * # - * # Licensed under the Apache License, Version 2.0 (the "License"); - */ - __pyx_t_1 = __Pyx_PyDict_NewPresized(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /*--- Wrapped vars code ---*/ - - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - if (__pyx_m) { - if (__pyx_d) { - __Pyx_AddTraceback( - "init cyops.nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - } - Py_CLEAR(__pyx_m); - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_ImportError, "init cyops.nms"); - } -__pyx_L0:; - __Pyx_RefNannyFinishContext(); -#if CYTHON_PEP489_MULTI_PHASE_INIT - return (__pyx_m != NULL) ? 0 : -1; -#elif PY_MAJOR_VERSION >= 3 - return __pyx_m; -#else - return; -#endif -} - -/* --- Runtime support code --- */ -/* Refnanny */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule(modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, "RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; -} -#endif - -/* PyObjectGetAttrStr */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name) { - PyTypeObject *tp = Py_TYPE(obj); - if (likely(tp->tp_getattro)) return tp->tp_getattro(obj, attr_name); -#if PY_MAJOR_VERSION < 3 - if (likely(tp->tp_getattr)) - return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); -#endif - return PyObject_GetAttr(obj, attr_name); -} -#endif - -/* GetBuiltinName */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name) { - PyObject *result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); - if (unlikely(!result)) { - PyErr_Format(PyExc_NameError, -#if PY_MAJOR_VERSION >= 3 - "name '%U' is not defined", - name); -#else - "name '%.200s' is not defined", - PyString_AS_STRING(name)); -#endif - } - return result; -} - -/* RaiseArgTupleInvalid */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) { - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T - "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, - more_or_less, - num_expected, - (num_expected == 1) ? "" : "s", - num_found); -} - -/* RaiseDoubleKeywords */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name) { - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION >= 3 - "%s() got multiple values for keyword argument '%U'", - func_name, - kw_name); -#else - "%s() got multiple values for keyword argument '%s'", - func_name, - PyString_AsString(kw_name)); -#endif -} - -/* ParseKeywords */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject ***name; - PyObject ***first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name - argnames] = value; - continue; - } - name = first_kw_arg; -#if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && - _PyString_Eq(**name, key)) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || - ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && - _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else -#endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) - ? 0 - : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != - PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format( - PyExc_TypeError, "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, - PyString_AsString(key)); -#else - "%s() got an unexpected keyword argument '%U'", - function_name, - key); -#endif -bad: - return -1; -} - -/* ArgTypeTest */ -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } else if (exact) { -#if PY_MAJOR_VERSION == 2 - if ((type == &PyBaseString_Type) && - likely(__Pyx_PyBaseString_CheckExact(obj))) - return 1; -#endif - } else { - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - } - PyErr_Format( - PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, - type->tp_name, - Py_TYPE(obj)->tp_name); - return 0; -} - -/* IsLittleEndian */ -static CYTHON_INLINE int __Pyx_Is_Little_Endian(void) { - union { - uint32_t u32; - uint8_t u8[4]; - } S; - S.u32 = 0x01020304; - return S.u8[0] == 4; -} - -/* BufferFormatCheck */ -static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context *ctx, - __Pyx_BufFmt_StackElem *stack, - __Pyx_TypeInfo *type) { - stack[0].field = &ctx->root; - stack[0].parent_offset = 0; - ctx->root.type = type; - ctx->root.name = "buffer dtype"; - ctx->root.offset = 0; - ctx->head = stack; - ctx->head->field = &ctx->root; - ctx->fmt_offset = 0; - ctx->head->parent_offset = 0; - ctx->new_packmode = '@'; - ctx->enc_packmode = '@'; - ctx->new_count = 1; - ctx->enc_count = 0; - ctx->enc_type = 0; - ctx->is_complex = 0; - ctx->is_valid_array = 0; - ctx->struct_alignment = 0; - while (type->typegroup == 'S') { - ++ctx->head; - ctx->head->field = type->fields; - ctx->head->parent_offset = 0; - type = type->fields->type; - } -} -static int __Pyx_BufFmt_ParseNumber(const char **ts) { - int count; - const char *t = *ts; - if (*t < '0' || *t > '9') { - return -1; - } else { - count = *t++ - '0'; - while (*t >= '0' && *t <= '9') { - count *= 10; - count += *t++ - '0'; - } - } - *ts = t; - return count; -} -static int __Pyx_BufFmt_ExpectNumber(const char **ts) { - int number = __Pyx_BufFmt_ParseNumber(ts); - if (number == -1) - PyErr_Format( - PyExc_ValueError, - "Does not understand character buffer dtype format string ('%c')", - **ts); - return number; -} -static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { - PyErr_Format( - PyExc_ValueError, "Unexpected format string character: '%c'", ch); -} -static const char *__Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) { - switch (ch) { - case '?': - return "'bool'"; - case 'c': - return "'char'"; - case 'b': - return "'signed char'"; - case 'B': - return "'unsigned char'"; - case 'h': - return "'short'"; - case 'H': - return "'unsigned short'"; - case 'i': - return "'int'"; - case 'I': - return "'unsigned int'"; - case 'l': - return "'long'"; - case 'L': - return "'unsigned long'"; - case 'q': - return "'long long'"; - case 'Q': - return "'unsigned long long'"; - case 'f': - return (is_complex ? "'complex float'" : "'float'"); - case 'd': - return (is_complex ? "'complex double'" : "'double'"); - case 'g': - return (is_complex ? "'complex long double'" : "'long double'"); - case 'T': - return "a struct"; - case 'O': - return "Python object"; - case 'P': - return "a pointer"; - case 's': - case 'p': - return "a string"; - case 0: - return "end"; - default: - return "unparseable format string"; - } -} -static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) { - switch (ch) { - case '?': - case 'c': - case 'b': - case 'B': - case 's': - case 'p': - return 1; - case 'h': - case 'H': - return 2; - case 'i': - case 'I': - case 'l': - case 'L': - return 4; - case 'q': - case 'Q': - return 8; - case 'f': - return (is_complex ? 8 : 4); - case 'd': - return (is_complex ? 16 : 8); - case 'g': { - PyErr_SetString(PyExc_ValueError, - "Python does not define a standard format string size " - "for long double ('g').."); - return 0; - } - case 'O': - case 'P': - return sizeof(void *); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { - switch (ch) { - case '?': - case 'c': - case 'b': - case 'B': - case 's': - case 'p': - return 1; - case 'h': - case 'H': - return sizeof(short); - case 'i': - case 'I': - return sizeof(int); - case 'l': - case 'L': - return sizeof(long); -#ifdef HAVE_LONG_LONG - case 'q': - case 'Q': - return sizeof(PY_LONG_LONG); -#endif - case 'f': - return sizeof(float) * (is_complex ? 2 : 1); - case 'd': - return sizeof(double) * (is_complex ? 2 : 1); - case 'g': - return sizeof(long double) * (is_complex ? 2 : 1); - case 'O': - case 'P': - return sizeof(void *); - default: { - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } - } -} -typedef struct { - char c; - short x; -} __Pyx_st_short; -typedef struct { - char c; - int x; -} __Pyx_st_int; -typedef struct { - char c; - long x; -} __Pyx_st_long; -typedef struct { - char c; - float x; -} __Pyx_st_float; -typedef struct { - char c; - double x; -} __Pyx_st_double; -typedef struct { - char c; - long double x; -} __Pyx_st_longdouble; -typedef struct { - char c; - void *x; -} __Pyx_st_void_p; -#ifdef HAVE_LONG_LONG -typedef struct { - char c; - PY_LONG_LONG x; -} __Pyx_st_longlong; -#endif -static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, - CYTHON_UNUSED int is_complex) { - switch (ch) { - case '?': - case 'c': - case 'b': - case 'B': - case 's': - case 'p': - return 1; - case 'h': - case 'H': - return sizeof(__Pyx_st_short) - sizeof(short); - case 'i': - case 'I': - return sizeof(__Pyx_st_int) - sizeof(int); - case 'l': - case 'L': - return sizeof(__Pyx_st_long) - sizeof(long); -#ifdef HAVE_LONG_LONG - case 'q': - case 'Q': - return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG); -#endif - case 'f': - return sizeof(__Pyx_st_float) - sizeof(float); - case 'd': - return sizeof(__Pyx_st_double) - sizeof(double); - case 'g': - return sizeof(__Pyx_st_longdouble) - sizeof(long double); - case 'P': - case 'O': - return sizeof(__Pyx_st_void_p) - sizeof(void *); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -/* These are for computing the padding at the end of the struct to align - on the first member of the struct. This will probably the same as above, - but we don't have any guarantees. - */ -typedef struct { - short x; - char c; -} __Pyx_pad_short; -typedef struct { - int x; - char c; -} __Pyx_pad_int; -typedef struct { - long x; - char c; -} __Pyx_pad_long; -typedef struct { - float x; - char c; -} __Pyx_pad_float; -typedef struct { - double x; - char c; -} __Pyx_pad_double; -typedef struct { - long double x; - char c; -} __Pyx_pad_longdouble; -typedef struct { - void *x; - char c; -} __Pyx_pad_void_p; -#ifdef HAVE_LONG_LONG -typedef struct { - PY_LONG_LONG x; - char c; -} __Pyx_pad_longlong; -#endif -static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, - CYTHON_UNUSED int is_complex) { - switch (ch) { - case '?': - case 'c': - case 'b': - case 'B': - case 's': - case 'p': - return 1; - case 'h': - case 'H': - return sizeof(__Pyx_pad_short) - sizeof(short); - case 'i': - case 'I': - return sizeof(__Pyx_pad_int) - sizeof(int); - case 'l': - case 'L': - return sizeof(__Pyx_pad_long) - sizeof(long); -#ifdef HAVE_LONG_LONG - case 'q': - case 'Q': - return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG); -#endif - case 'f': - return sizeof(__Pyx_pad_float) - sizeof(float); - case 'd': - return sizeof(__Pyx_pad_double) - sizeof(double); - case 'g': - return sizeof(__Pyx_pad_longdouble) - sizeof(long double); - case 'P': - case 'O': - return sizeof(__Pyx_pad_void_p) - sizeof(void *); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { - switch (ch) { - case 'c': - return 'H'; - case 'b': - case 'h': - case 'i': - case 'l': - case 'q': - case 's': - case 'p': - return 'I'; - case '?': - case 'B': - case 'H': - case 'I': - case 'L': - case 'Q': - return 'U'; - case 'f': - case 'd': - case 'g': - return (is_complex ? 'C' : 'R'); - case 'O': - return 'O'; - case 'P': - return 'P'; - default: { - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } - } -} -static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context *ctx) { - if (ctx->head == NULL || ctx->head->field == &ctx->root) { - const char *expected; - const char *quote; - if (ctx->head == NULL) { - expected = "end"; - quote = ""; - } else { - expected = ctx->head->field->type->name; - quote = "'"; - } - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch, expected %s%s%s but got %s", - quote, - expected, - quote, - __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex)); - } else { - __Pyx_StructField *field = ctx->head->field; - __Pyx_StructField *parent = (ctx->head - 1)->field; - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'", - field->type->name, - __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex), - parent->type->name, - field->name); - } -} -static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context *ctx) { - char group; - size_t size, offset, arraysize = 1; - if (ctx->enc_type == 0) return 0; - if (ctx->head->field->type->arraysize[0]) { - int i, ndim = 0; - if (ctx->enc_type == 's' || ctx->enc_type == 'p') { - ctx->is_valid_array = ctx->head->field->type->ndim == 1; - ndim = 1; - if (ctx->enc_count != ctx->head->field->type->arraysize[0]) { - PyErr_Format(PyExc_ValueError, - "Expected a dimension of size %zu, got %zu", - ctx->head->field->type->arraysize[0], - ctx->enc_count); - return -1; - } - } - if (!ctx->is_valid_array) { - PyErr_Format(PyExc_ValueError, - "Expected %d dimensions, got %d", - ctx->head->field->type->ndim, - ndim); - return -1; - } - for (i = 0; i < ctx->head->field->type->ndim; i++) { - arraysize *= ctx->head->field->type->arraysize[i]; - } - ctx->is_valid_array = 0; - ctx->enc_count = 1; - } - group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex); - do { - __Pyx_StructField *field = ctx->head->field; - __Pyx_TypeInfo *type = field->type; - if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') { - size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex); - } else { - size = - __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex); - } - if (ctx->enc_packmode == '@') { - size_t align_at = - __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex); - size_t align_mod_offset; - if (align_at == 0) return -1; - align_mod_offset = ctx->fmt_offset % align_at; - if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset; - if (ctx->struct_alignment == 0) - ctx->struct_alignment = - __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type, ctx->is_complex); - } - if (type->size != size || type->typegroup != group) { - if (type->typegroup == 'C' && type->fields != NULL) { - size_t parent_offset = ctx->head->parent_offset + field->offset; - ++ctx->head; - ctx->head->field = type->fields; - ctx->head->parent_offset = parent_offset; - continue; - } - if ((type->typegroup == 'H' || group == 'H') && type->size == size) { - } else { - __Pyx_BufFmt_RaiseExpected(ctx); - return -1; - } - } - offset = ctx->head->parent_offset + field->offset; - if (ctx->fmt_offset != offset) { - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch; next field is at offset " - "%" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T - "d expected", - (Py_ssize_t)ctx->fmt_offset, - (Py_ssize_t)offset); - return -1; - } - ctx->fmt_offset += size; - if (arraysize) ctx->fmt_offset += (arraysize - 1) * size; - --ctx->enc_count; - while (1) { - if (field == &ctx->root) { - ctx->head = NULL; - if (ctx->enc_count != 0) { - __Pyx_BufFmt_RaiseExpected(ctx); - return -1; - } - break; - } - ctx->head->field = ++field; - if (field->type == NULL) { - --ctx->head; - field = ctx->head->field; - continue; - } else if (field->type->typegroup == 'S') { - size_t parent_offset = ctx->head->parent_offset + field->offset; - if (field->type->fields->type == NULL) continue; - field = field->type->fields; - ++ctx->head; - ctx->head->field = field; - ctx->head->parent_offset = parent_offset; - break; - } else { - break; - } - } - } while (ctx->enc_count); - ctx->enc_type = 0; - ctx->is_complex = 0; - return 0; -} -static PyObject *__pyx_buffmt_parse_array(__Pyx_BufFmt_Context *ctx, - const char **tsp) { - const char *ts = *tsp; - int i = 0, number; - int ndim = ctx->head->field->type->ndim; - ; - ++ts; - if (ctx->new_count != 1) { - PyErr_SetString(PyExc_ValueError, - "Cannot handle repeated arrays in format string"); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - while (*ts && *ts != ')') { - switch (*ts) { - case ' ': - case '\f': - case '\r': - case '\n': - case '\t': - case '\v': - continue; - default: - break; - } - number = __Pyx_BufFmt_ExpectNumber(&ts); - if (number == -1) return NULL; - if (i < ndim && (size_t)number != ctx->head->field->type->arraysize[i]) - return PyErr_Format(PyExc_ValueError, - "Expected a dimension of size %zu, got %d", - ctx->head->field->type->arraysize[i], - number); - if (*ts != ',' && *ts != ')') - return PyErr_Format( - PyExc_ValueError, "Expected a comma in format string, got '%c'", *ts); - if (*ts == ',') ts++; - i++; - } - if (i != ndim) - return PyErr_Format(PyExc_ValueError, - "Expected %d dimension(s), got %d", - ctx->head->field->type->ndim, - i); - if (!*ts) { - PyErr_SetString(PyExc_ValueError, - "Unexpected end of format string, expected ')'"); - return NULL; - } - ctx->is_valid_array = 1; - ctx->new_count = 1; - *tsp = ++ts; - return Py_None; -} -static const char *__Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context *ctx, - const char *ts) { - int got_Z = 0; - while (1) { - switch (*ts) { - case 0: - if (ctx->enc_type != 0 && ctx->head == NULL) { - __Pyx_BufFmt_RaiseExpected(ctx); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - if (ctx->head != NULL) { - __Pyx_BufFmt_RaiseExpected(ctx); - return NULL; - } - return ts; - case ' ': - case '\r': - case '\n': - ++ts; - break; - case '<': - if (!__Pyx_Is_Little_Endian()) { - PyErr_SetString( - PyExc_ValueError, - "Little-endian buffer not supported on big-endian compiler"); - return NULL; - } - ctx->new_packmode = '='; - ++ts; - break; - case '>': - case '!': - if (__Pyx_Is_Little_Endian()) { - PyErr_SetString( - PyExc_ValueError, - "Big-endian buffer not supported on little-endian compiler"); - return NULL; - } - ctx->new_packmode = '='; - ++ts; - break; - case '=': - case '@': - case '^': - ctx->new_packmode = *ts++; - break; - case 'T': { - const char *ts_after_sub; - size_t i, struct_count = ctx->new_count; - size_t struct_alignment = ctx->struct_alignment; - ctx->new_count = 1; - ++ts; - if (*ts != '{') { - PyErr_SetString(PyExc_ValueError, - "Buffer acquisition: Expected '{' after 'T'"); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_type = 0; - ctx->enc_count = 0; - ctx->struct_alignment = 0; - ++ts; - ts_after_sub = ts; - for (i = 0; i != struct_count; ++i) { - ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts); - if (!ts_after_sub) return NULL; - } - ts = ts_after_sub; - if (struct_alignment) ctx->struct_alignment = struct_alignment; - } break; - case '}': { - size_t alignment = ctx->struct_alignment; - ++ts; - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_type = 0; - if (alignment && ctx->fmt_offset % alignment) { - ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment); - } - } - return ts; - case 'x': - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->fmt_offset += ctx->new_count; - ctx->new_count = 1; - ctx->enc_count = 0; - ctx->enc_type = 0; - ctx->enc_packmode = ctx->new_packmode; - ++ts; - break; - case 'Z': - got_Z = 1; - ++ts; - if (*ts != 'f' && *ts != 'd' && *ts != 'g') { - __Pyx_BufFmt_RaiseUnexpectedChar('Z'); - return NULL; - } - CYTHON_FALLTHROUGH; - case '?': - case 'c': - case 'b': - case 'B': - case 'h': - case 'H': - case 'i': - case 'I': - case 'l': - case 'L': - case 'q': - case 'Q': - case 'f': - case 'd': - case 'g': - case 'O': - case 'p': - if (ctx->enc_type == *ts && got_Z == ctx->is_complex && - ctx->enc_packmode == ctx->new_packmode) { - ctx->enc_count += ctx->new_count; - ctx->new_count = 1; - got_Z = 0; - ++ts; - break; - } - CYTHON_FALLTHROUGH; - case 's': - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_count = ctx->new_count; - ctx->enc_packmode = ctx->new_packmode; - ctx->enc_type = *ts; - ctx->is_complex = got_Z; - ++ts; - ctx->new_count = 1; - got_Z = 0; - break; - case ':': - ++ts; - while (*ts != ':') ++ts; - ++ts; - break; - case '(': - if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL; - break; - default: { - int number = __Pyx_BufFmt_ExpectNumber(&ts); - if (number == -1) return NULL; - ctx->new_count = (size_t)number; - } - } - } -} - -/* BufferGetAndValidate */ -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer *info) { - if (unlikely(info->buf == NULL)) return; - if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; - __Pyx_ReleaseBuffer(info); -} -static void __Pyx_ZeroBuffer(Py_buffer *buf) { - buf->buf = NULL; - buf->obj = NULL; - buf->strides = __Pyx_zeros; - buf->shape = __Pyx_zeros; - buf->suboffsets = __Pyx_minusones; -} -static int __Pyx__GetBufferAndValidate(Py_buffer *buf, - PyObject *obj, - __Pyx_TypeInfo *dtype, - int flags, - int nd, - int cast, - __Pyx_BufFmt_StackElem *stack) { - buf->buf = NULL; - if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) { - __Pyx_ZeroBuffer(buf); - return -1; - } - if (unlikely(buf->ndim != nd)) { - PyErr_Format(PyExc_ValueError, - "Buffer has wrong number of dimensions (expected %d, got %d)", - nd, - buf->ndim); - goto fail; - } - if (!cast) { - __Pyx_BufFmt_Context ctx; - __Pyx_BufFmt_Init(&ctx, stack, dtype); - if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; - } - if (unlikely((size_t)buf->itemsize != dtype->size)) { - PyErr_Format( - PyExc_ValueError, - "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T - "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T - "d byte%s)", - buf->itemsize, - (buf->itemsize > 1) ? "s" : "", - dtype->name, - (Py_ssize_t)dtype->size, - (dtype->size > 1) ? "s" : ""); - goto fail; - } - if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; - return 0; -fail:; - __Pyx_SafeReleaseBuffer(buf); - return -1; -} - -/* GetItemInt */ -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyList_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyTuple_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, - Py_ssize_t i, - int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && \ - CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || - (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || - likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; - PyErr_Clear(); - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -/* ObjectGetItem */ -#if CYTHON_USE_TYPE_SLOTS -static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { - PyObject *runerr; - Py_ssize_t key_value; - PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; - if (unlikely(!(m && m->sq_item))) { - PyErr_Format(PyExc_TypeError, - "'%.200s' object is not subscriptable", - Py_TYPE(obj)->tp_name); - return NULL; - } - key_value = __Pyx_PyIndex_AsSsize_t(index); - if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { - return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); - } - if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, - "cannot fit '%.200s' into an index-sized integer", - Py_TYPE(index)->tp_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { - PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; - if (likely(m && m->mp_subscript)) { - return m->mp_subscript(obj, key); - } - return __Pyx_PyObject_GetIndex(obj, key); -} -#endif - -/* ExtTypeTest */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - PyErr_Format(PyExc_TypeError, - "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, - type->tp_name); - return 0; -} - -/* PyIntBinop */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - CYTHON_UNUSED long intval, - int inplace, - int zerodivision_check) { - (void)inplace; - (void)zerodivision_check; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(op1))) { - const long b = intval; - long x; - long a = PyInt_AS_LONG(op1); - x = (long)((unsigned long)a + b); - if (likely((x ^ a) >= 0 || (x ^ b) >= 0)) return PyInt_FromLong(x); - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } -#endif -#if CYTHON_USE_PYLONG_INTERNALS - if (likely(PyLong_CheckExact(op1))) { - const long b = intval; - long a, x; -#ifdef HAVE_LONG_LONG - const PY_LONG_LONG llb = intval; - PY_LONG_LONG lla, llx; -#endif - const digit *digits = ((PyLongObject *)op1)->ob_digit; - const Py_ssize_t size = Py_SIZE(op1); - if (likely(__Pyx_sst_abs(size) <= 1)) { - a = likely(size) ? digits[0] : 0; - if (size == -1) a = -a; - } else { - switch (size) { - case -2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = (long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = (long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = (long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - default: - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - } - x = a + b; - return PyLong_FromLong(x); -#ifdef HAVE_LONG_LONG - long_long: - llx = lla + llb; - return PyLong_FromLongLong(llx); -#endif - } -#endif - if (PyFloat_CheckExact(op1)) { - const long b = intval; - double a = PyFloat_AS_DOUBLE(op1); - double result; - PyFPE_START_PROTECT("add", return NULL) result = ((double)a) + (double)b; - PyFPE_END_PROTECT(result) return PyFloat_FromDouble(result); - } - return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); -} -#endif - -/* PyFunctionFastCall */ -#if CYTHON_FAST_PYCALL -static PyObject *__Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, - PyObject **args, - Py_ssize_t na, - PyObject *globals) { - PyFrameObject *f; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject **fastlocals; - Py_ssize_t i; - PyObject *result; - assert(globals != NULL); - /* XXX Perhaps we should create a specialized - PyFrame_New() that doesn't take locals, but does - take builtins without sanity checking them. - */ - assert(tstate != NULL); - f = PyFrame_New(tstate, co, globals, NULL); - if (f == NULL) { - return NULL; - } - fastlocals = __Pyx_PyFrame_GetLocalsplus(f); - for (i = 0; i < na; i++) { - Py_INCREF(*args); - fastlocals[i] = *args++; - } - result = PyEval_EvalFrameEx(f, 0); - ++tstate->recursion_depth; - Py_DECREF(f); - --tstate->recursion_depth; - return result; -} -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs) { - PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); - PyObject *globals = PyFunction_GET_GLOBALS(func); - PyObject *argdefs = PyFunction_GET_DEFAULTS(func); - PyObject *closure; -#if PY_MAJOR_VERSION >= 3 - PyObject *kwdefs; -#endif - PyObject *kwtuple, **k; - PyObject **d; - Py_ssize_t nd; - Py_ssize_t nk; - PyObject *result; - assert(kwargs == NULL || PyDict_Check(kwargs)); - nk = kwargs ? PyDict_Size(kwargs) : 0; - if (Py_EnterRecursiveCall((char *)" while calling a Python object")) { - return NULL; - } - if ( -#if PY_MAJOR_VERSION >= 3 - co->co_kwonlyargcount == 0 && -#endif - likely(kwargs == NULL || nk == 0) && - co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { - if (argdefs == NULL && co->co_argcount == nargs) { - result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); - goto done; - } else if (nargs == 0 && argdefs != NULL && - co->co_argcount == Py_SIZE(argdefs)) { - /* function called with no arguments, but all parameters have - a default value: use default values as arguments .*/ - args = &PyTuple_GET_ITEM(argdefs, 0); - result = - __Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); - goto done; - } - } - if (kwargs != NULL) { - Py_ssize_t pos, i; - kwtuple = PyTuple_New(2 * nk); - if (kwtuple == NULL) { - result = NULL; - goto done; - } - k = &PyTuple_GET_ITEM(kwtuple, 0); - pos = i = 0; - while (PyDict_Next(kwargs, &pos, &k[i], &k[i + 1])) { - Py_INCREF(k[i]); - Py_INCREF(k[i + 1]); - i += 2; - } - nk = i / 2; - } else { - kwtuple = NULL; - k = NULL; - } - closure = PyFunction_GET_CLOSURE(func); -#if PY_MAJOR_VERSION >= 3 - kwdefs = PyFunction_GET_KW_DEFAULTS(func); -#endif - if (argdefs != NULL) { - d = &PyTuple_GET_ITEM(argdefs, 0); - nd = Py_SIZE(argdefs); - } else { - d = NULL; - nd = 0; - } -#if PY_MAJOR_VERSION >= 3 - result = PyEval_EvalCodeEx((PyObject *)co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - kwdefs, - closure); -#else - result = PyEval_EvalCodeEx(co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - closure); -#endif - Py_XDECREF(kwtuple); -done: - Py_LeaveRecursiveCall(); - return result; -} -#endif -#endif - -/* PyObjectCall */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw) { - PyObject *result; - ternaryfunc call = func->ob_type->tp_call; - if (unlikely(!call)) return PyObject_Call(func, arg, kw); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallMethO */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallNoArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, NULL, 0); - } -#endif -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) -#else - if (likely(PyCFunction_Check(func))) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - -/* PyCFunctionFastCall */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func_obj, - PyObject **args, - Py_ssize_t nargs) { - PyCFunctionObject *func = (PyCFunctionObject *)func_obj; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - int flags = PyCFunction_GET_FLAGS(func); - assert(PyCFunction_Check(func)); - assert(METH_FASTCALL == (flags & - ~(METH_CLASS | METH_STATIC | METH_COEXIST | - METH_KEYWORDS | METH_STACKLESS))); - assert(nargs >= 0); - assert(nargs == 0 || args != NULL); - /* _PyCFunction_FastCallDict() must not be called with an exception set, - because it may clear it (directly or indirectly) and so the - caller loses its exception */ - assert(!PyErr_Occurred()); - if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { - return (*((__Pyx_PyCFunctionFastWithKeywords)(void *)meth))( - self, args, nargs, NULL); - } else { - return (*((__Pyx_PyCFunctionFast)(void *)meth))(self, args, nargs); - } -} -#endif - -/* PyObjectCallOneArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static PyObject *__Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_New(1); - if (unlikely(!args)) return NULL; - Py_INCREF(arg); - PyTuple_SET_ITEM(args, 0, arg); - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, &arg, 1); - } -#endif - if (likely(PyCFunction_Check(func))) { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, arg); -#if CYTHON_FAST_PYCCALL - } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) { - return __Pyx_PyCFunction_FastCall(func, &arg, 1); -#endif - } - } - return __Pyx__PyObject_CallOneArg(func, arg); -} -#else -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_Pack(1, arg); - if (unlikely(!args)) return NULL; - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -#endif - -/* PyDictVersioning */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; -} -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { - PyObject **dictptr = NULL; - Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; - if (offset) { -#if CYTHON_COMPILING_IN_CPYTHON - dictptr = (likely(offset > 0)) ? (PyObject **)((char *)obj + offset) - : _PyObject_GetDictPtr(obj); -#else - dictptr = _PyObject_GetDictPtr(obj); -#endif - } - return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; -} -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - if (unlikely(!dict) || - unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) - return 0; - return obj_dict_version == __Pyx_get_object_dict_version(obj); -} -#endif - -/* GetModuleGlobalName */ -#if CYTHON_USE_DICT_VERSIONS -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value) -#else -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) -#endif -{ - PyObject *result; -#if !CYTHON_AVOID_BORROWED_REFS -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 - result = - _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *)name)->hash); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } else if (unlikely(PyErr_Occurred())) { - return NULL; - } -#else - result = PyDict_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } -#endif -#else - result = PyObject_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } - PyErr_Clear(); -#endif - return __Pyx_GetBuiltinName(name); -} - -/* PyObjectCall2Args */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2) { - PyObject *args, *result = NULL; -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyFunction_FastCall(function, args, 2); - } -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyCFunction_FastCall(function, args, 2); - } -#endif - args = PyTuple_New(2); - if (unlikely(!args)) goto done; - Py_INCREF(arg1); - PyTuple_SET_ITEM(args, 0, arg1); - Py_INCREF(arg2); - PyTuple_SET_ITEM(args, 1, arg2); - Py_INCREF(function); - result = __Pyx_PyObject_Call(function, args, NULL); - Py_DECREF(args); - Py_DECREF(function); -done: - return result; -} - -/* PyErrFetchRestore */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -} -#endif - -/* SetItemInt */ -static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { - int r; - if (!j) return -1; - r = PyObject_SetItem(o, j, v); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE int __Pyx_SetItemInt_Fast( - PyObject *o, - Py_ssize_t i, - PyObject *v, - int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && \ - CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = - (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); - if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) { - PyObject *old = PyList_GET_ITEM(o, n); - Py_INCREF(v); - PyList_SET_ITEM(o, n, v); - Py_DECREF(old); - return 1; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_ass_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return -1; - PyErr_Clear(); - } - } - return m->sq_ass_item(o, i, v); - } - } -#else -#if CYTHON_COMPILING_IN_PYPY - if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) -#else - if (is_list || PySequence_Check(o)) -#endif - { - return PySequence_SetItem(o, i, v); - } -#endif - return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); -} - -/* SliceObject */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetSlice( - PyObject *obj, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **_py_start, - PyObject **_py_stop, - PyObject **_py_slice, - int has_cstart, - int has_cstop, - CYTHON_UNUSED int wraparound) { -#if CYTHON_USE_TYPE_SLOTS - PyMappingMethods *mp; -#if PY_MAJOR_VERSION < 3 - PySequenceMethods *ms = Py_TYPE(obj)->tp_as_sequence; - if (likely(ms && ms->sq_slice)) { - if (!has_cstart) { - if (_py_start && (*_py_start != Py_None)) { - cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); - if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstart = 0; - } - if (!has_cstop) { - if (_py_stop && (*_py_stop != Py_None)) { - cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); - if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstop = PY_SSIZE_T_MAX; - } - if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && - likely(ms->sq_length)) { - Py_ssize_t l = ms->sq_length(obj); - if (likely(l >= 0)) { - if (cstop < 0) { - cstop += l; - if (cstop < 0) cstop = 0; - } - if (cstart < 0) { - cstart += l; - if (cstart < 0) cstart = 0; - } - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) goto bad; - PyErr_Clear(); - } - } - return ms->sq_slice(obj, cstart, cstop); - } -#endif - mp = Py_TYPE(obj)->tp_as_mapping; - if (likely(mp && mp->mp_subscript)) -#endif - { - PyObject *result; - PyObject *py_slice, *py_start, *py_stop; - if (_py_slice) { - py_slice = *_py_slice; - } else { - PyObject *owned_start = NULL; - PyObject *owned_stop = NULL; - if (_py_start) { - py_start = *_py_start; - } else { - if (has_cstart) { - owned_start = py_start = PyInt_FromSsize_t(cstart); - if (unlikely(!py_start)) goto bad; - } else - py_start = Py_None; - } - if (_py_stop) { - py_stop = *_py_stop; - } else { - if (has_cstop) { - owned_stop = py_stop = PyInt_FromSsize_t(cstop); - if (unlikely(!py_stop)) { - Py_XDECREF(owned_start); - goto bad; - } - } else - py_stop = Py_None; - } - py_slice = PySlice_New(py_start, py_stop, Py_None); - Py_XDECREF(owned_start); - Py_XDECREF(owned_stop); - if (unlikely(!py_slice)) goto bad; - } -#if CYTHON_USE_TYPE_SLOTS - result = mp->mp_subscript(obj, py_slice); -#else - result = PyObject_GetItem(obj, py_slice); -#endif - if (!_py_slice) { - Py_DECREF(py_slice); - } - return result; - } - PyErr_Format( - PyExc_TypeError, "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); -bad: - return NULL; -} - -/* RaiseException */ -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - if (PyType_Check(type)) { -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - type = (PyObject *)Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, - (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - } - __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause) { - PyObject *owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject *)Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *instance_class = NULL; - if (value && PyExceptionInstance_Check(value)) { - instance_class = (PyObject *)Py_TYPE(value); - if (instance_class != type) { - int is_subclass = PyObject_IsSubclass(instance_class, type); - if (!is_subclass) { - instance_class = NULL; - } else if (unlikely(is_subclass == -1)) { - goto bad; - } else { - type = instance_class; - } - } - } - if (!instance_class) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) goto bad; - owned_instance = PyObject_Call(type, args, NULL); - Py_DECREF(args); - if (!owned_instance) goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, - Py_TYPE(value)); - goto bad; - } - } - } else { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } - if (cause) { - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { -#if CYTHON_COMPILING_IN_PYPY - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); - Py_INCREF(tb); - PyErr_Restore(tmp_type, tmp_value, tb); - Py_XDECREF(tmp_tb); -#else - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject *tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } -#endif - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -/* DictGetItem */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key) { - PyObject *value; - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (!PyErr_Occurred()) { - if (unlikely(PyTuple_Check(key))) { - PyObject *args = PyTuple_Pack(1, key); - if (likely(args)) { - PyErr_SetObject(PyExc_KeyError, args); - Py_DECREF(args); - } - } else { - PyErr_SetObject(PyExc_KeyError, key); - } - } - return NULL; - } - Py_INCREF(value); - return value; -} -#endif - -/* RaiseTooManyValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T - "d)", - expected); -} - -/* RaiseNeedMoreValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, - (index == 1) ? "" : "s"); -} - -/* RaiseNoneIterError */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -/* GetTopmostException */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException( - PyThreadState *tstate) { - _PyErr_StackItem *exc_info = tstate->exc_info; - while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && - exc_info->previous_item != NULL) { - exc_info = exc_info->previous_item; - } - return exc_info; -} -#endif - -/* SaveResetException */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); - *type = exc_info->exc_type; - *value = exc_info->exc_value; - *tb = exc_info->exc_traceback; -#else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; -#endif - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = type; - exc_info->exc_value = value; - exc_info->exc_traceback = tb; -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -#endif - -/* PyErrExceptionMatches */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) - return 1; - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err) { - PyObject *exc_type = tstate->curexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - if (unlikely(PyTuple_Check(err))) - return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); - return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); -} -#endif - -/* GetException */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) -#endif -{ - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_FAST_THREAD_STATE - PyObject *tmp_type, *tmp_value, *tmp_tb; - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_FAST_THREAD_STATE - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; -#if PY_MAJOR_VERSION >= 3 - if (local_tb) { - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; - } -#endif - Py_XINCREF(local_tb); - Py_XINCREF(local_type); - Py_XINCREF(local_value); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_FAST_THREAD_STATE -#if CYTHON_USE_EXC_INFO_STACK - { - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = local_type; - exc_info->exc_value = local_value; - exc_info->exc_traceback = local_tb; - } -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -/* TypeImport */ -#ifndef __PYX_HAVE_RT_ImportType -#define __PYX_HAVE_RT_ImportType -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size) { - PyObject *result = 0; - char warning[200]; - Py_ssize_t basicsize; -#ifdef Py_LIMITED_API - PyObject *py_basicsize; -#endif - result = PyObject_GetAttrString(module, class_name); - if (!result) goto bad; - if (!PyType_Check(result)) { - PyErr_Format(PyExc_TypeError, - "%.200s.%.200s is not a type object", - module_name, - class_name); - goto bad; - } -#ifndef Py_LIMITED_API - basicsize = ((PyTypeObject *)result)->tp_basicsize; -#else - py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); - if (!py_basicsize) goto bad; - basicsize = PyLong_AsSsize_t(py_basicsize); - Py_DECREF(py_basicsize); - py_basicsize = 0; - if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; -#endif - if ((size_t)basicsize < size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } - if (check_size == __Pyx_ImportType_CheckSize_Error && - (size_t)basicsize != size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } else if (check_size == __Pyx_ImportType_CheckSize_Warn && - (size_t)basicsize > size) { - PyOS_snprintf(warning, - sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; - } - return (PyTypeObject *)result; -bad: - Py_XDECREF(result); - return NULL; -} -#endif - -/* Import */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; -#if PY_MAJOR_VERSION < 3 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); - if (!py_import) goto bad; -#endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) goto bad; - { -#if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; - PyErr_Clear(); - } - } - level = 0; - } -#endif - if (!module) { -#if PY_MAJOR_VERSION < 3 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, - global_dict, - empty_dict, - list, - py_level, - (PyObject *)NULL); - Py_DECREF(py_level); -#else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); -#endif - } - } -bad: -#if PY_MAJOR_VERSION < 3 - Py_XDECREF(py_import); -#endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -/* CLineInTraceback */ -#ifndef CYTHON_CLINE_IN_TRACEBACK -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { - PyObject *use_cline; - PyObject *ptype, *pvalue, *ptraceback; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject **cython_runtime_dict; -#endif - if (unlikely(!__pyx_cython_runtime)) { - return c_line; - } - __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); -#if CYTHON_COMPILING_IN_CPYTHON - cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); - if (likely(cython_runtime_dict)) { - __PYX_PY_DICT_LOOKUP_IF_MODIFIED( - use_cline, - *cython_runtime_dict, - __Pyx_PyDict_GetItemStr(*cython_runtime_dict, - __pyx_n_s_cline_in_traceback)) - } else -#endif - { - PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback); - if (use_cline_obj) { - use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; - Py_DECREF(use_cline_obj); - } else { - PyErr_Clear(); - use_cline = NULL; - } - } - if (!use_cline) { - c_line = 0; - PyObject_SetAttr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); - } else if (use_cline == Py_False || - (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { - c_line = 0; - } - __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); - return c_line; -} -#endif - -/* CodeObjectCache */ -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = start + (end - start) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject *code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || - unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry *entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Malloc( - 64 * sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && - unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject *tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Realloc( - __pyx_code_cache.entries, - (size_t)new_max * sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i = __pyx_code_cache.count; i > pos; i--) { - entries[i] = entries[i - 1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -/* AddTraceback */ -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject *__Pyx_CreateCodeObjectForTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; -#if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); -#else - py_srcfile = PyUnicode_FromString(filename); -#endif - if (!py_srcfile) goto bad; - if (c_line) { -#if PY_MAJOR_VERSION < 3 - py_funcname = - PyString_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#else - py_funcname = - PyUnicode_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#endif - } else { -#if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); -#else - py_funcname = PyUnicode_FromString(funcname); -#endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New(0, - 0, - 0, - 0, - 0, - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyFrameObject *py_frame = 0; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - if (c_line) { - c_line = __Pyx_CLineForTraceback(tstate, c_line); - } - py_code = __pyx_find_code_object(c_line ? -c_line : py_line); - if (!py_code) { - py_code = - __Pyx_CreateCodeObjectForTraceback(funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); - } - py_frame = PyFrame_New(tstate, /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - __pyx_d, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - __Pyx_PyFrame_SetLineNumber(py_frame, py_line); - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -#if PY_MAJOR_VERSION < 3 -static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { - if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); - if (__Pyx_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) - return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); - PyErr_Format(PyExc_TypeError, - "'%.200s' does not have the buffer interface", - Py_TYPE(obj)->tp_name); - return -1; -} -static void __Pyx_ReleaseBuffer(Py_buffer *view) { - PyObject *obj = view->obj; - if (!obj) return; - if (PyObject_CheckBuffer(obj)) { - PyBuffer_Release(view); - return; - } - if ((0)) { - } else if (__Pyx_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) - __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); - view->obj = NULL; - Py_DECREF(obj); -} -#endif - - -/* CIntFromPyVerify */ -#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) -#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) -#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc) \ - { \ - func_type value = func_value; \ - if (sizeof(target_type) < sizeof(func_type)) { \ - if (unlikely(value != (func_type)(target_type)value)) { \ - func_type zero = 0; \ - if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred())) \ - return (target_type)-1; \ - if (is_unsigned && unlikely(value < zero)) \ - goto raise_neg_overflow; \ - else \ - goto raise_overflow; \ - } \ - } \ - return (target_type)value; \ - } - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_unsigned_int( - unsigned int value) { - const unsigned int neg_one = - (unsigned int)((unsigned int)0 - (unsigned int)1), - const_zero = (unsigned int)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(unsigned int) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(unsigned int) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(unsigned int), little, !is_unsigned); - } -} - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return x + y * (__pyx_t_float_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, - __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabsf(b.real) >= fabsf(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); - } else { - float r = b.imag / b.real; - float s = (float)(1.0) / (b.real + b.imag * r); - return __pyx_t_float_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - float r = b.real / b.imag; - float s = (float)(1.0) / (b.imag + b.real * r); - return __pyx_t_float_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - float denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_float_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_neg_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_conj_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real * z.real + z.imag * z.imag); -#else - return hypotf(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_float(a, a); - case 3: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, a); - case 4: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = powf(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2f(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_float(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; -} -#endif -#endif - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return x + y * (__pyx_t_double_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, - __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabs(b.real) >= fabs(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, - a.imag / b.imag); - } else { - double r = b.imag / b.real; - double s = (double)(1.0) / (b.real + b.imag * r); - return __pyx_t_double_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - double r = b.real / b.imag; - double s = (double)(1.0) / (b.imag + b.real * r); - return __pyx_t_double_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - double denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_double_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_neg_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_conj_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real * z.real + z.imag * z.imag); -#else - return hypot(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_double(a, a); - case 3: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, a); - case 4: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = pow(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_double(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; -} -#endif -#endif - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES)((enum NPY_TYPES)0 - - (enum NPY_TYPES)1), - const_zero = (enum NPY_TYPES)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(enum NPY_TYPES), little, !is_unsigned); - } -} - -/* CIntFromPy */ -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { - const unsigned int neg_one = - (unsigned int)((unsigned int)0 - (unsigned int)1), - const_zero = (unsigned int)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(unsigned int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (unsigned int)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (unsigned int)0; - case 1: - __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { - return ( - unsigned int)(((((unsigned int)digits[1]) << PyLong_SHIFT) | - (unsigned int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { - return ( - unsigned int)(((((((unsigned int)digits[2]) << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { - return (unsigned int)(( - (((((((unsigned int)digits[3]) << PyLong_SHIFT) | - (unsigned int)digits[2]) - << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (unsigned int)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(unsigned int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (unsigned int)0; - case -1: - __PYX_VERIFY_RETURN_INT( - unsigned int, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) - case -2: - if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return ( - unsigned int)(((unsigned int)-1) * - (((((unsigned int)digits[1]) << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return ( - unsigned int)((((((unsigned int)digits[1]) << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int)(((unsigned int)-1) * - (((((((unsigned int)digits[2]) - << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int)(( - ((((((unsigned int)digits[2]) << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int)(((unsigned int)-1) * - (((((((((unsigned int)digits[3]) - << PyLong_SHIFT) | - (unsigned int)digits[2]) - << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - unsigned int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int)(( - ((((((((unsigned int)digits[3]) << PyLong_SHIFT) | - (unsigned int)digits[2]) - << PyLong_SHIFT) | - (unsigned int)digits[1]) - << PyLong_SHIFT) | - (unsigned int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(unsigned int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - unsigned int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (unsigned int)-1; - } - } else { - unsigned int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (unsigned int)-1; - val = __Pyx_PyInt_As_unsigned_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to unsigned int"); - return (unsigned int)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned int"); - return (unsigned int)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (int)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { - return ( - int)(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { - return ( - int)(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { - return ( - int)(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (int)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case -1: - __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - case -2: - if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int)(((int)-1) * (((((int)digits[1]) << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return ( - int)((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)(((int)-1) * - (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(((int)-1) * - (((((((((int)digits[3]) << PyLong_SHIFT) | - (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(( - ((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (int)-1; - } - } else { - int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (int)-1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); - return (int)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); - return (int)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(long) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (long)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { - return (long)(((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { - return (long)(( - (((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { - return (long)(( - (((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (long)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(long) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case -1: - __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) - case -2: - if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(((long)-1) * (((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(( - ((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((long)digits[2]) << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(( - ((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((((long)digits[3]) << PyLong_SHIFT) | - (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(( - ((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - } -#endif - if (sizeof(long) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - long val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (long)-1; - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_As_long(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); - return (long)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); - return (long)-1; -} - -/* FastTypeChecks */ -#if CYTHON_COMPILING_IN_CPYTHON -static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { - while (a) { - a = a->tp_base; - if (a == b) return 1; - } - return b == &PyBaseObject_Type; -} -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { - PyObject *mro; - if (a == b) return 1; - mro = a->tp_mro; - if (likely(mro)) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(mro); - for (i = 0; i < n; i++) { - if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) return 1; - } - return 0; - } - return __Pyx_InBases(a, b); -} -#if PY_MAJOR_VERSION == 2 -static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *exc_type1, - PyObject *exc_type2) { - PyObject *exception, *value, *tb; - int res; - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch( - &exception, &value, &tb); - res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - if (!res) { - res = PyObject_IsSubclass(err, exc_type2); - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - } - __Pyx_ErrRestore(exception, value, tb); - return res; -} -#else -static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject *)err, - (PyTypeObject *)exc_type1) - : 0; - if (!res) { - res = __Pyx_IsSubtype((PyTypeObject *)err, (PyTypeObject *)exc_type2); - } - return res; -} -#endif -static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - assert(PyExceptionClass_Check(exc_type)); - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - PyObject *t = PyTuple_GET_ITEM(tuple, i); -#if PY_MAJOR_VERSION < 3 - if (likely(exc_type == t)) return 1; -#endif - if (likely(PyExceptionClass_Check(t))) { - if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1; - } else { - } - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *exc_type) { - if (likely(err == exc_type)) return 1; - if (likely(PyExceptionClass_Check(err))) { - if (likely(PyExceptionClass_Check(exc_type))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type); - } else if (likely(PyTuple_Check(exc_type))) { - return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type); - } else { - } - } - return PyErr_GivenExceptionMatches(err, exc_type); -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - assert(PyExceptionClass_Check(exc_type1)); - assert(PyExceptionClass_Check(exc_type2)); - if (likely(err == exc_type1 || err == exc_type2)) return 1; - if (likely(PyExceptionClass_Check(err))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2); - } - return (PyErr_GivenExceptionMatches(err, exc_type1) || - PyErr_GivenExceptionMatches(err, exc_type2)); -} -#endif - -/* CheckBinaryVersion */ -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, - sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, - __Pyx_MODULE_NAME, - rtversion); - return PyErr_WarnEx(NULL, message, 1); - } - return 0; -} - -/* InitStrings */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { -#if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } -#else - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } -#endif - if (!*t->p) return -1; - if (PyObject_Hash(*t->p) == -1) return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); -} -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -#if !CYTHON_PEP393_ENABLED -static const char *__Pyx_PyUnicode_AsStringAndSize(PyObject *o, - Py_ssize_t *length) { - char *defenc_c; - PyObject *defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); - if (!defenc) return NULL; - defenc_c = PyBytes_AS_STRING(defenc); -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - { - char *end = defenc_c + PyBytes_GET_SIZE(defenc); - char *c; - for (c = defenc_c; c < end; c++) { - if ((unsigned char)(*c) >= 128) { - PyUnicode_AsASCIIString(o); - return NULL; - } - } - } -#endif - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -} -#else -static CYTHON_INLINE const char *__Pyx_PyUnicode_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { - if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (likely(PyUnicode_IS_ASCII(o))) { - *length = PyUnicode_GET_LENGTH(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else - return PyUnicode_AsUTF8AndSize(o, length); -#endif -} -#endif -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT - if ( -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - __Pyx_sys_getdefaultencoding_not_ascii && -#endif - PyUnicode_Check(o)) { - return __Pyx_PyUnicode_AsStringAndSize(o, length); - } else -#endif -#if (!CYTHON_COMPILING_IN_PYPY) || \ - (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) - if (PyByteArray_Check(o)) { - *length = PyByteArray_GET_SIZE(o); - return PyByteArray_AS_STRING(o); - } else -#endif - { - char *result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (unlikely(r < 0)) { - return NULL; - } else { - return result; - } - } -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) - return is_true; - else - return PyObject_IsTrue(x); -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *x) { - int retval; - if (unlikely(!x)) return -1; - retval = __Pyx_PyObject_IsTrue(x); - Py_DECREF(x); - return retval; -} -static PyObject *__Pyx_PyNumber_IntOrLongWrongResultType( - PyObject *result, const char *type_name) { -#if PY_MAJOR_VERSION >= 3 - if (PyLong_Check(result)) { - if (PyErr_WarnFormat( - PyExc_DeprecationWarning, - 1, - "__int__ returned non-int (type %.200s). " - "The ability to return an instance of a strict subclass of int " - "is deprecated, and may be removed in a future version of Python.", - Py_TYPE(result)->tp_name)) { - Py_DECREF(result); - return NULL; - } - return result; - } -#endif - PyErr_Format(PyExc_TypeError, - "__%.4s__ returned non-%.4s (type %.200s)", - type_name, - type_name, - Py_TYPE(result)->tp_name); - Py_DECREF(result); - return NULL; -} -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x) { -#if CYTHON_USE_TYPE_SLOTS - PyNumberMethods *m; -#endif - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x) || PyLong_Check(x))) -#else - if (likely(PyLong_Check(x))) -#endif - return __Pyx_NewRef(x); -#if CYTHON_USE_TYPE_SLOTS - m = Py_TYPE(x)->tp_as_number; -#if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = m->nb_int(x); - } else if (m && m->nb_long) { - name = "long"; - res = m->nb_long(x); - } -#else - if (likely(m && m->nb_int)) { - name = "int"; - res = m->nb_int(x); - } -#endif -#else - if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { - res = PyNumber_Int(x); - } -#endif - if (likely(res)) { -#if PY_MAJOR_VERSION < 3 - if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { -#else - if (unlikely(!PyLong_CheckExact(res))) { -#endif - return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); - } - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, "an integer is required"); - } - return res; -} -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *b) { - Py_ssize_t ival; - PyObject *x; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(b))) { - if (sizeof(Py_ssize_t) >= sizeof(long)) - return PyInt_AS_LONG(b); - else - return PyInt_AsSsize_t(b); - } -#endif - if (likely(PyLong_CheckExact(b))) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)b)->ob_digit; - const Py_ssize_t size = Py_SIZE(b); - if (likely(__Pyx_sst_abs(size) <= 1)) { - ival = likely(size) ? digits[0] : 0; - if (size == -1) ival = -ival; - return ival; - } else { - switch (size) { - case 2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case 3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case 4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - } - } -#endif - return PyLong_AsSsize_t(b); - } - x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b) { - return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); -} -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t ival) { - return PyInt_FromSize_t(ival); -} - - -#endif /* Py_PYTHON_H */ diff --git a/dygraph/rcnn/models/dyg/cyops/nms.so b/dygraph/rcnn/models/dyg/cyops/nms.so deleted file mode 100755 index ea793fe19cb2b5f1611eec7e3ec8fe5f7a9cca23..0000000000000000000000000000000000000000 Binary files a/dygraph/rcnn/models/dyg/cyops/nms.so and /dev/null differ diff --git a/dygraph/rcnn/models/dyg/cyops/target.c b/dygraph/rcnn/models/dyg/cyops/target.c deleted file mode 100644 index 857bba75199516bde9ea362ac3d6b7a07b433452..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/models/dyg/cyops/target.c +++ /dev/null @@ -1,20035 +0,0 @@ -/* Generated by Cython 0.29.14 */ - -/* BEGIN: Cython Metadata -{ - "distutils": { - "depends": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/arrayobject.h", - "/usr/local/lib/python2.7/dist-packages/numpy/core/include/numpy/ufuncobject.h" - ], - "extra_compile_args": [ - "-Wno-cpp" - ], - "include_dirs": [ - "/usr/local/lib/python2.7/dist-packages/numpy/core/include" - ], - "name": "cyops.target", - "sources": [ - "cyops/target.pyx" - ] - }, - "module_name": "cyops.target" -} -END: Cython Metadata */ - -#define PY_SSIZE_T_CLEAN -#include "Python.h" -#ifndef Py_PYTHON_H -#error Python headers needed to compile C extensions, please install development version of Python. -#elif PY_VERSION_HEX < 0x02060000 || \ - (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) -#error Cython requires Python 2.6+ or Python 3.3+. -#else -#define CYTHON_ABI "0_29_14" -#define CYTHON_HEX_VERSION 0x001D0EF0 -#define CYTHON_FUTURE_DIVISION 0 -#include -#ifndef offsetof -#define offsetof(type, member) ((size_t) & ((type *)0)->member) -#endif -#if !defined(WIN32) && !defined(MS_WINDOWS) -#ifndef __stdcall -#define __stdcall -#endif -#ifndef __cdecl -#define __cdecl -#endif -#ifndef __fastcall -#define __fastcall -#endif -#endif -#ifndef DL_IMPORT -#define DL_IMPORT(t) t -#endif -#ifndef DL_EXPORT -#define DL_EXPORT(t) t -#endif -#define __PYX_COMMA , -#ifndef HAVE_LONG_LONG -#if PY_VERSION_HEX >= 0x02070000 -#define HAVE_LONG_LONG -#endif -#endif -#ifndef PY_LONG_LONG -#define PY_LONG_LONG LONG_LONG -#endif -#ifndef Py_HUGE_VAL -#define Py_HUGE_VAL HUGE_VAL -#endif -#ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#undef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 0 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#if PY_VERSION_HEX < 0x03050000 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#undef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#undef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 1 -#undef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 0 -#undef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 0 -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#elif defined(PYSTON_VERSION) -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#undef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 0 -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#undef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 0 -#undef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 0 -#undef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT 0 -#undef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE 0 -#undef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS 0 -#undef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK 0 -#else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_PYSTON 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 -#ifndef CYTHON_USE_TYPE_SLOTS -#define CYTHON_USE_TYPE_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYTYPE_LOOKUP -#define CYTHON_USE_PYTYPE_LOOKUP 0 -#elif !defined(CYTHON_USE_PYTYPE_LOOKUP) -#define CYTHON_USE_PYTYPE_LOOKUP 1 -#endif -#if PY_MAJOR_VERSION < 3 -#undef CYTHON_USE_ASYNC_SLOTS -#define CYTHON_USE_ASYNC_SLOTS 0 -#elif !defined(CYTHON_USE_ASYNC_SLOTS) -#define CYTHON_USE_ASYNC_SLOTS 1 -#endif -#if PY_VERSION_HEX < 0x02070000 -#undef CYTHON_USE_PYLONG_INTERNALS -#define CYTHON_USE_PYLONG_INTERNALS 0 -#elif !defined(CYTHON_USE_PYLONG_INTERNALS) -#define CYTHON_USE_PYLONG_INTERNALS 1 -#endif -#ifndef CYTHON_USE_PYLIST_INTERNALS -#define CYTHON_USE_PYLIST_INTERNALS 1 -#endif -#ifndef CYTHON_USE_UNICODE_INTERNALS -#define CYTHON_USE_UNICODE_INTERNALS 1 -#endif -#if PY_VERSION_HEX < 0x030300F0 -#undef CYTHON_USE_UNICODE_WRITER -#define CYTHON_USE_UNICODE_WRITER 0 -#elif !defined(CYTHON_USE_UNICODE_WRITER) -#define CYTHON_USE_UNICODE_WRITER 1 -#endif -#ifndef CYTHON_AVOID_BORROWED_REFS -#define CYTHON_AVOID_BORROWED_REFS 0 -#endif -#ifndef CYTHON_ASSUME_SAFE_MACROS -#define CYTHON_ASSUME_SAFE_MACROS 1 -#endif -#ifndef CYTHON_UNPACK_METHODS -#define CYTHON_UNPACK_METHODS 1 -#endif -#ifndef CYTHON_FAST_THREAD_STATE -#define CYTHON_FAST_THREAD_STATE 1 -#endif -#ifndef CYTHON_FAST_PYCALL -#define CYTHON_FAST_PYCALL 1 -#endif -#ifndef CYTHON_PEP489_MULTI_PHASE_INIT -#define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) -#endif -#ifndef CYTHON_USE_TP_FINALIZE -#define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) -#endif -#ifndef CYTHON_USE_DICT_VERSIONS -#define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) -#endif -#ifndef CYTHON_USE_EXC_INFO_STACK -#define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) -#endif -#endif -#if !defined(CYTHON_FAST_PYCCALL) -#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) -#endif -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#undef SHIFT -#undef BASE -#undef MASK -#ifdef SIZEOF_VOID_P -enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void *)) }; -#endif -#endif -#ifndef __has_attribute -#define __has_attribute(x) 0 -#endif -#ifndef __has_cpp_attribute -#define __has_cpp_attribute(x) 0 -#endif -#ifndef CYTHON_RESTRICT -#if defined(__GNUC__) -#define CYTHON_RESTRICT __restrict__ -#elif defined(_MSC_VER) && _MSC_VER >= 1400 -#define CYTHON_RESTRICT __restrict -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_RESTRICT restrict -#else -#define CYTHON_RESTRICT -#endif -#endif -#ifndef CYTHON_UNUSED -#if defined(__GNUC__) -#if !(defined(__cplusplus)) || \ - (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) -#define CYTHON_UNUSED __attribute__((__unused__)) -#else -#define CYTHON_UNUSED -#endif -#endif -#ifndef CYTHON_MAYBE_UNUSED_VAR -#if defined(__cplusplus) -template -void CYTHON_MAYBE_UNUSED_VAR(const T &) {} -#else -#define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) -#endif -#endif -#ifndef CYTHON_NCP_UNUSED -#if CYTHON_COMPILING_IN_CPYTHON -#define CYTHON_NCP_UNUSED -#else -#define CYTHON_NCP_UNUSED CYTHON_UNUSED -#endif -#endif -#define __Pyx_void_to_None(void_result) \ - ((void)(void_result), Py_INCREF(Py_None), Py_None) -#ifdef _MSC_VER -#ifndef _MSC_STDINT_H_ -#if _MSC_VER < 1300 -typedef unsigned char uint8_t; -typedef unsigned int uint32_t; -#else -typedef unsigned __int8 uint8_t; -typedef unsigned __int32 uint32_t; -#endif -#endif -#else -#include -#endif -#ifndef CYTHON_FALLTHROUGH -#if defined(__cplusplus) && __cplusplus >= 201103L -#if __has_cpp_attribute(fallthrough) -#define CYTHON_FALLTHROUGH [[fallthrough]] -#elif __has_cpp_attribute(clang::fallthrough) -#define CYTHON_FALLTHROUGH [[clang::fallthrough]] -#elif __has_cpp_attribute(gnu::fallthrough) -#define CYTHON_FALLTHROUGH [[gnu::fallthrough]] -#endif -#endif -#ifndef CYTHON_FALLTHROUGH -#if __has_attribute(fallthrough) -#define CYTHON_FALLTHROUGH __attribute__((fallthrough)) -#else -#define CYTHON_FALLTHROUGH -#endif -#endif -#if defined(__clang__) && defined(__apple_build_version__) -#if __apple_build_version__ < 7000000 -#undef CYTHON_FALLTHROUGH -#define CYTHON_FALLTHROUGH -#endif -#endif -#endif - -#ifndef CYTHON_INLINE -#if defined(__clang__) -#define CYTHON_INLINE __inline__ __attribute__((__unused__)) -#elif defined(__GNUC__) -#define CYTHON_INLINE __inline__ -#elif defined(_MSC_VER) -#define CYTHON_INLINE __inline -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define CYTHON_INLINE inline -#else -#define CYTHON_INLINE -#endif -#endif - -#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && \ - !defined(Py_OptimizeFlag) -#define Py_OptimizeFlag 0 -#endif -#define __PYX_BUILD_PY_SSIZE_T "n" -#define CYTHON_FORMAT_SSIZE_T "z" -#if PY_MAJOR_VERSION < 3 -#define __Pyx_BUILTIN_MODULE_NAME "__builtin__" -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a + k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#define __Pyx_DefaultClassType PyClass_Type -#else -#define __Pyx_BUILTIN_MODULE_NAME "builtins" -#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2 -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#else -#define __Pyx_PyCode_New( \ - a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ - PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#endif -#define __Pyx_DefaultClassType PyType_Type -#endif -#ifndef Py_TPFLAGS_CHECKTYPES -#define Py_TPFLAGS_CHECKTYPES 0 -#endif -#ifndef Py_TPFLAGS_HAVE_INDEX -#define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#ifndef Py_TPFLAGS_HAVE_NEWBUFFER -#define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#ifndef Py_TPFLAGS_HAVE_FINALIZE -#define Py_TPFLAGS_HAVE_FINALIZE 0 -#endif -#ifndef METH_STACKLESS -#define METH_STACKLESS 0 -#endif -#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) -#ifndef METH_FASTCALL -#define METH_FASTCALL 0x80 -#endif -typedef PyObject *(*__Pyx_PyCFunctionFast)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs); -typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords)(PyObject *self, - PyObject *const *args, - Py_ssize_t nargs, - PyObject *kwnames); -#else -#define __Pyx_PyCFunctionFast _PyCFunctionFast -#define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords -#endif -#if CYTHON_FAST_PYCCALL -#define __Pyx_PyFastCFunction_Check(func) \ - ((PyCFunction_Check(func) && \ - (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & \ - ~(METH_CLASS | METH_STATIC | METH_COEXIST | \ - METH_KEYWORDS | METH_STACKLESS))))) -#else -#define __Pyx_PyFastCFunction_Check(func) 0 -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) -#define PyObject_Malloc(s) PyMem_Malloc(s) -#define PyObject_Free(p) PyMem_Free(p) -#define PyObject_Realloc(p) PyMem_Realloc(p) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 -#define PyMem_RawMalloc(n) PyMem_Malloc(n) -#define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) -#define PyMem_RawFree(p) PyMem_Free(p) -#endif -#if CYTHON_COMPILING_IN_PYSTON -#define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) \ - PyFrame_SetLineNumber(frame, lineno) -#else -#define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) -#define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) -#endif -#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#elif PY_VERSION_HEX >= 0x03060000 -#define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() -#elif PY_VERSION_HEX >= 0x03000000 -#define __Pyx_PyThreadState_Current PyThreadState_GET() -#else -#define __Pyx_PyThreadState_Current _PyThreadState_Current -#endif -#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && \ - !defined(Py_tss_NEEDS_INIT) -#include "pythread.h" -#define Py_tss_NEEDS_INIT 0 -typedef int Py_tss_t; -static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { - *key = PyThread_create_key(); - return 0; -} -static CYTHON_INLINE Py_tss_t *PyThread_tss_alloc(void) { - Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); - *key = Py_tss_NEEDS_INIT; - return key; -} -static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { - PyObject_Free(key); -} -static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { - return *key != Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { - PyThread_delete_key(*key); - *key = Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { - return PyThread_set_key_value(*key, value); -} -static CYTHON_INLINE void *PyThread_tss_get(Py_tss_t *key) { - return PyThread_get_key_value(*key); -} -#endif -#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) -#define __Pyx_PyDict_NewPresized(n) \ - ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) -#else -#define __Pyx_PyDict_NewPresized(n) PyDict_New() -#endif -#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION -#define __Pyx_PyNumber_Divide(x, y) PyNumber_TrueDivide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceTrueDivide(x, y) -#else -#define __Pyx_PyNumber_Divide(x, y) PyNumber_Divide(x, y) -#define __Pyx_PyNumber_InPlaceDivide(x, y) PyNumber_InPlaceDivide(x, y) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && \ - CYTHON_USE_UNICODE_INTERNALS -#define __Pyx_PyDict_GetItemStr(dict, name) \ - _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *)name)->hash) -#else -#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) -#define CYTHON_PEP393_ENABLED 1 -#define __Pyx_PyUnicode_READY(op) \ - (likely(PyUnicode_IS_READY(op)) ? 0 : _PyUnicode_Ready((PyObject *)(op))) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) -#define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) -#define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) -#define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) -#define __Pyx_PyUnicode_IS_TRUE(u) \ - (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) \ - : PyUnicode_GET_SIZE(u))) -#else -#define CYTHON_PEP393_ENABLED 0 -#define PyUnicode_1BYTE_KIND 1 -#define PyUnicode_2BYTE_KIND 2 -#define PyUnicode_4BYTE_KIND 4 -#define __Pyx_PyUnicode_READY(op) (0) -#define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) -#define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) -#define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) \ - ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) -#define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) -#define __Pyx_PyUnicode_DATA(u) ((void *)PyUnicode_AS_UNICODE(u)) -#define __Pyx_PyUnicode_READ(k, d, i) \ - ((void)(k), (Py_UCS4)(((Py_UNICODE *)d)[i])) -#define __Pyx_PyUnicode_WRITE(k, d, i, ch) \ - (((void)(k)), ((Py_UNICODE *)d)[i] = ch) -#define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) -#endif -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) -#else -#define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) -#define __Pyx_PyUnicode_ConcatSafe(a, b) \ - ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) \ - ? PyNumber_Add(a, b) \ - : __Pyx_PyUnicode_Concat(a, b)) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) -#define PyUnicode_Contains(u, s) PySequence_Contains(u, s) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) -#define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) -#define PyObject_Format(obj, fmt) \ - PyObject_CallMethod(obj, "__format__", "O", fmt) -#endif -#define __Pyx_PyString_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyString_Check(b) && !PyString_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : __Pyx_PyString_Format(a, b)) -#define __Pyx_PyUnicode_FormatSafe(a, b) \ - ((unlikely((a) == Py_None || \ - (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) \ - ? PyNumber_Remainder(a, b) \ - : PyUnicode_Format(a, b)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) -#else -#define __Pyx_PyString_Format(a, b) PyString_Format(a, b) -#endif -#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) -#define PyObject_ASCII(o) PyObject_Repr(o) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBaseString_Type PyUnicode_Type -#define PyStringObject PyUnicodeObject -#define PyString_Type PyUnicode_Type -#define PyString_Check PyUnicode_Check -#define PyString_CheckExact PyUnicode_CheckExact -#define PyObject_Unicode PyObject_Str -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) -#define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) -#else -#define __Pyx_PyBaseString_Check(obj) \ - (PyString_Check(obj) || PyUnicode_Check(obj)) -#define __Pyx_PyBaseString_CheckExact(obj) \ - (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) -#endif -#ifndef PySet_CheckExact -#define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif -#if CYTHON_ASSUME_SAFE_MACROS -#define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) -#else -#define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyIntObject PyLongObject -#define PyInt_Type PyLong_Type -#define PyInt_Check(op) PyLong_Check(op) -#define PyInt_CheckExact(op) PyLong_CheckExact(op) -#define PyInt_FromString PyLong_FromString -#define PyInt_FromUnicode PyLong_FromUnicode -#define PyInt_FromLong PyLong_FromLong -#define PyInt_FromSize_t PyLong_FromSize_t -#define PyInt_FromSsize_t PyLong_FromSsize_t -#define PyInt_AsLong PyLong_AsLong -#define PyInt_AS_LONG PyLong_AS_LONG -#define PyInt_AsSsize_t PyLong_AsSsize_t -#define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask -#define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask -#define PyNumber_Int PyNumber_Long -#endif -#if PY_MAJOR_VERSION >= 3 -#define PyBoolObject PyLongObject -#endif -#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY -#ifndef PyUnicode_InternFromString -#define PyUnicode_InternFromString(s) PyUnicode_FromString(s) -#endif -#endif -#if PY_VERSION_HEX < 0x030200A4 -typedef long Py_hash_t; -#define __Pyx_PyInt_FromHash_t PyInt_FromLong -#define __Pyx_PyInt_AsHash_t PyInt_AsLong -#else -#define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t -#define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t -#endif -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyMethod_New(func, self, klass) \ - ((self) ? PyMethod_New(func, self) : (Py_INCREF(func), func)) -#else -#define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) -#endif -#if CYTHON_USE_ASYNC_SLOTS -#if PY_VERSION_HEX >= 0x030500B1 -#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods -#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) -#else -#define __Pyx_PyType_AsAsync(obj) \ - ((__Pyx_PyAsyncMethodsStruct *)(Py_TYPE(obj)->tp_reserved)) -#endif -#else -#define __Pyx_PyType_AsAsync(obj) NULL -#endif -#ifndef __Pyx_PyAsyncMethodsStruct -typedef struct { - unaryfunc am_await; - unaryfunc am_aiter; - unaryfunc am_anext; -} __Pyx_PyAsyncMethodsStruct; -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) -#define _USE_MATH_DEFINES -#endif -#include -#ifdef NAN -#define __PYX_NAN() ((float)NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif -#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) -#define __Pyx_truncl trunc -#else -#define __Pyx_truncl truncl -#endif - - -#define __PYX_ERR(f_index, lineno, Ln_error) \ - { \ - __pyx_filename = __pyx_f[f_index]; \ - __pyx_lineno = lineno; \ - __pyx_clineno = __LINE__; \ - goto Ln_error; \ - } - -#ifndef __PYX_EXTERN_C -#ifdef __cplusplus -#define __PYX_EXTERN_C extern "C" -#else -#define __PYX_EXTERN_C extern -#endif -#endif - -#define __PYX_HAVE__cyops__target -#define __PYX_HAVE_API__cyops__target -/* Early includes */ -#include -#include -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -typedef struct { - PyObject **p; - const char *s; - const Py_ssize_t n; - const char *encoding; - const char is_unicode; - const char is_str; - const char intern; -} __Pyx_StringTabEntry; - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT \ - (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#define __Pyx_uchar_cast(c) ((unsigned char)c) -#define __Pyx_long_cast(x) ((long)x) -#define __Pyx_fits_Py_ssize_t(v, type, is_signed) \ - ((sizeof(type) < sizeof(Py_ssize_t)) || \ - (sizeof(type) > sizeof(Py_ssize_t) && \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX) && \ - (!is_signed || \ - likely(v > (type)PY_SSIZE_T_MIN || v == (type)PY_SSIZE_T_MIN))) || \ - (sizeof(type) == sizeof(Py_ssize_t) && \ - (is_signed || \ - likely(v < (type)PY_SSIZE_T_MAX || v == (type)PY_SSIZE_T_MAX)))) -static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { - return (size_t)i < (size_t)limit; -} -#if defined(__cplusplus) && __cplusplus >= 201103L -#include -#define __Pyx_sst_abs(value) std::abs(value) -#elif SIZEOF_INT >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) abs(value) -#elif SIZEOF_LONG >= SIZEOF_SIZE_T -#define __Pyx_sst_abs(value) labs(value) -#elif defined(_MSC_VER) -#define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) -#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L -#define __Pyx_sst_abs(value) llabs(value) -#elif defined(__GNUC__) -#define __Pyx_sst_abs(value) __builtin_llabs(value) -#else -#define __Pyx_sst_abs(value) ((value < 0) ? -value : value) -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *); -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *, Py_ssize_t *length); -#define __Pyx_PyByteArray_FromString(s) \ - PyByteArray_FromStringAndSize((const char *)s, strlen((const char *)s)) -#define __Pyx_PyByteArray_FromStringAndSize(s, l) \ - PyByteArray_FromStringAndSize((const char *)s, l) -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *); -#if PY_MAJOR_VERSION < 3 -#define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#else -#define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString -#define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize -#endif -#define __Pyx_PyBytes_AsWritableString(s) ((char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableSString(s) ((signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableUString(s) \ - ((unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsString(s) ((const char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsSString(s) ((const signed char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsUString(s) ((const unsigned char *)PyBytes_AS_STRING(s)) -#define __Pyx_PyObject_AsWritableString(s) ((char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableSString(s) \ - ((signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableUString(s) \ - ((unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsSString(s) \ - ((const signed char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsUString(s) \ - ((const unsigned char *)__Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char *)s) -#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char *)s) -#define __Pyx_PyByteArray_FromCString(s) \ - __Pyx_PyByteArray_FromString((const char *)s) -#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char *)s) -#define __Pyx_PyUnicode_FromCString(s) \ - __Pyx_PyUnicode_FromString((const char *)s) -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { - const Py_UNICODE *u_end = u; - while (*u_end++) - ; - return (size_t)(u_end - u - 1); -} -#define __Pyx_PyUnicode_FromUnicode(u) \ - PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) -#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode -#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode -#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) -#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b); -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *); -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x); -#define __Pyx_PySequence_Tuple(obj) \ - (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *); -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t); -#if CYTHON_ASSUME_SAFE_MACROS -#define __pyx_PyFloat_AsDouble(x) \ - (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) -#else -#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) -#endif -#define __pyx_PyFloat_AsFloat(x) ((float)__pyx_PyFloat_AsDouble(x)) -#if PY_MAJOR_VERSION >= 3 -#define __Pyx_PyNumber_Int(x) \ - (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) -#else -#define __Pyx_PyNumber_Int(x) \ - (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) -#endif -#define __Pyx_PyNumber_Float(x) \ - (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII -static int __Pyx_sys_getdefaultencoding_not_ascii; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - PyObject *ascii_chars_u = NULL; - PyObject *ascii_chars_b = NULL; - const char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = - PyObject_CallMethod(sys, (char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - if (strcmp(default_encoding_c, "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - char ascii_chars[128]; - int c; - for (c = 0; c < 128; c++) { - ascii_chars[c] = c; - } - __Pyx_sys_getdefaultencoding_not_ascii = 1; - ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); - if (!ascii_chars_u) goto bad; - ascii_chars_b = - PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || - memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { - PyErr_Format(PyExc_ValueError, - "This module compiled with c_string_encoding=ascii, but " - "default encoding '%.200s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - Py_DECREF(ascii_chars_u); - Py_DECREF(ascii_chars_b); - } - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return -1; -} -#endif -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_DecodeUTF8(c_str, size, NULL) -#else -#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) \ - PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) -#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -static char *__PYX_DEFAULT_STRING_ENCODING; -static int __Pyx_init_sys_getdefaultencoding_params(void) { - PyObject *sys; - PyObject *default_encoding = NULL; - char *default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = PyObject_CallMethod( - sys, (char *)(const char *)"getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - __PYX_DEFAULT_STRING_ENCODING = - (char *)malloc(strlen(default_encoding_c) + 1); - if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -/* Test for GCC > 2.95 */ -#if defined(__GNUC__) && \ - (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) -#define likely(x) __builtin_expect(!!(x), 1) -#define unlikely(x) __builtin_expect(!!(x), 0) -#else /* !__GNUC__ or GCC < 2.95 */ -#define likely(x) (x) -#define unlikely(x) (x) -#endif /* __GNUC__ */ -static CYTHON_INLINE void __Pyx_pretend_to_initialize(void *ptr) { (void)ptr; } - -static PyObject *__pyx_m = NULL; -static PyObject *__pyx_d; -static PyObject *__pyx_b; -static PyObject *__pyx_cython_runtime = NULL; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static PyObject *__pyx_empty_unicode; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char *__pyx_cfilenm = __FILE__; -static const char *__pyx_filename; - -/* Header.proto */ -#if !defined(CYTHON_CCOMPLEX) -#if defined(__cplusplus) -#define CYTHON_CCOMPLEX 1 -#elif defined(_Complex_I) -#define CYTHON_CCOMPLEX 1 -#else -#define CYTHON_CCOMPLEX 0 -#endif -#endif -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#include -#else -#include -#endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && \ - defined(__GNUC__) -#undef _Complex_I -#define _Complex_I 1.0fj -#endif - - -static const char *__pyx_f[] = { - "cyops/target.pyx", "__init__.pxd", "type.pxd", -}; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":776 - * # in Cython to enable them only on the right systems. - * - * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - */ -typedef npy_int8 __pyx_t_5numpy_int8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":777 - * - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t - */ -typedef npy_int16 __pyx_t_5numpy_int16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":778 - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< - * ctypedef npy_int64 int64_t - * #ctypedef npy_int96 int96_t - */ -typedef npy_int32 __pyx_t_5numpy_int32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":779 - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< - * #ctypedef npy_int96 int96_t - * #ctypedef npy_int128 int128_t - */ -typedef npy_int64 __pyx_t_5numpy_int64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":783 - * #ctypedef npy_int128 int128_t - * - * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - */ -typedef npy_uint8 __pyx_t_5numpy_uint8_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":784 - * - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t - */ -typedef npy_uint16 __pyx_t_5numpy_uint16_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":785 - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< - * ctypedef npy_uint64 uint64_t - * #ctypedef npy_uint96 uint96_t - */ -typedef npy_uint32 __pyx_t_5numpy_uint32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":786 - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< - * #ctypedef npy_uint96 uint96_t - * #ctypedef npy_uint128 uint128_t - */ -typedef npy_uint64 __pyx_t_5numpy_uint64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":790 - * #ctypedef npy_uint128 uint128_t - * - * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< - * ctypedef npy_float64 float64_t - * #ctypedef npy_float80 float80_t - */ -typedef npy_float32 __pyx_t_5numpy_float32_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":791 - * - * ctypedef npy_float32 float32_t - * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< - * #ctypedef npy_float80 float80_t - * #ctypedef npy_float128 float128_t - */ -typedef npy_float64 __pyx_t_5numpy_float64_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":800 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":801 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":802 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":804 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":805 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":806 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":808 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":809 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":811 - * ctypedef npy_uintp uintp_t - * - * ctypedef npy_double float_t # <<<<<<<<<<<<<< - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t - */ -typedef npy_double __pyx_t_5numpy_float_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":812 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":813 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_float_complex; -#else -typedef float _Complex __pyx_t_float_complex; -#endif -#else -typedef struct { float real, imag; } __pyx_t_float_complex; -#endif -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float, float); - -/* Declarations.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -typedef ::std::complex __pyx_t_double_complex; -#else -typedef double _Complex __pyx_t_double_complex; -#endif -#else -typedef struct { double real, imag; } __pyx_t_double_complex; -#endif -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double, double); - - -/*--- Type declarations ---*/ - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":815 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":816 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":817 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":819 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; -struct __pyx_opt_args_5cyops_6target_rpn_target_assign; -struct __pyx_opt_args_5cyops_6target_sample_anchor_cy; -struct __pyx_opt_args_5cyops_6target_generate_proposal_labels; - -/* "cyops/target.pyx":10 - * @cython.boundscheck(False) - * cpdef rpn_target_assign( - * np.ndarray anchor_box, # <<<<<<<<<<<<<< - * np.ndarray gt_boxes, - * np.ndarray is_crowd, - */ -struct __pyx_opt_args_5cyops_6target_rpn_target_assign { - int __pyx_n; - int use_random; -}; - -/* "cyops/target.pyx":94 - * @cython.boundscheck(False) - * cdef sample_anchor_cy( - * np.ndarray anchor_by_gt_overlap, # <<<<<<<<<<<<<< - * int rpn_batch_size_per_im, - * float rpn_positive_overlap, - */ -struct __pyx_opt_args_5cyops_6target_sample_anchor_cy { - int __pyx_n; - int use_random; -}; - -/* "cyops/target.pyx":164 - * @cython.boundscheck(False) - * cpdef generate_proposal_labels( - * np.ndarray rpn_rois, # <<<<<<<<<<<<<< - * np.ndarray rpn_rois_lod, - * np.ndarray gt_classes, - */ -struct __pyx_opt_args_5cyops_6target_generate_proposal_labels { - int __pyx_n; - int use_random; - int is_cls_agnostic; - int is_cascade_rcnn; -}; - -/* --- Runtime support code (head) --- */ -/* Refnanny.proto */ -#ifndef CYTHON_REFNANNY -#define CYTHON_REFNANNY 0 -#endif -#if CYTHON_REFNANNY -typedef struct { - void (*INCREF)(void *, PyObject *, int); - void (*DECREF)(void *, PyObject *, int); - void (*GOTREF)(void *, PyObject *, int); - void (*GIVEREF)(void *, PyObject *, int); - void *(*SetupContext)(const char *, int, const char *); - void (*FinishContext)(void **); -} __Pyx_RefNannyAPIStruct; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); -#define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; -#ifdef WITH_THREAD -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - if (acquire_gil) { \ - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - PyGILState_Release(__pyx_gilstate_save); \ - } else { \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ - } -#else -#define __Pyx_RefNannySetupContext(name, acquire_gil) \ - __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) -#endif -#define __Pyx_RefNannyFinishContext() \ - __Pyx_RefNanny->FinishContext(&__pyx_refnanny) -#define __Pyx_INCREF(r) \ - __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_DECREF(r) \ - __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GOTREF(r) \ - __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_GIVEREF(r) \ - __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) -#define __Pyx_XINCREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_INCREF(r); \ - } \ - } while (0) -#define __Pyx_XDECREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_DECREF(r); \ - } \ - } while (0) -#define __Pyx_XGOTREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GOTREF(r); \ - } \ - } while (0) -#define __Pyx_XGIVEREF(r) \ - do { \ - if ((r) != NULL) { \ - __Pyx_GIVEREF(r); \ - } \ - } while (0) -#else -#define __Pyx_RefNannyDeclarations -#define __Pyx_RefNannySetupContext(name, acquire_gil) -#define __Pyx_RefNannyFinishContext() -#define __Pyx_INCREF(r) Py_INCREF(r) -#define __Pyx_DECREF(r) Py_DECREF(r) -#define __Pyx_GOTREF(r) -#define __Pyx_GIVEREF(r) -#define __Pyx_XINCREF(r) Py_XINCREF(r) -#define __Pyx_XDECREF(r) Py_XDECREF(r) -#define __Pyx_XGOTREF(r) -#define __Pyx_XGIVEREF(r) -#endif -#define __Pyx_XDECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_XDECREF(tmp); \ - } while (0) -#define __Pyx_DECREF_SET(r, v) \ - do { \ - PyObject *tmp = (PyObject *)r; \ - r = v; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_CLEAR(r) \ - do { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } while (0) -#define __Pyx_XCLEAR(r) \ - do { \ - if ((r) != NULL) { \ - PyObject *tmp = ((PyObject *)(r)); \ - r = NULL; \ - __Pyx_DECREF(tmp); \ - } \ - } while (0) - -/* PyObjectGetAttrStr.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name); -#else -#define __Pyx_PyObject_GetAttrStr(o, n) PyObject_GetAttr(o, n) -#endif - -/* GetBuiltinName.proto */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name); - -/* GetItemInt.proto */ -#define __Pyx_GetItemInt( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Fast( \ - o, (Py_ssize_t)i, is_list, wraparound, boundscheck) \ - : (is_list \ - ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL) \ - : __Pyx_GetItemInt_Generic(o, to_py_func(i)))) -#define __Pyx_GetItemInt_List( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "list index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -#define __Pyx_GetItemInt_Tuple( \ - o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) \ - ? __Pyx_GetItemInt_Tuple_Fast( \ - o, (Py_ssize_t)i, wraparound, boundscheck) \ - : (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), \ - (PyObject *)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, - Py_ssize_t i, - int wraparound, - int boundscheck); -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); - -/* PyDictVersioning.proto */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T)-1) -#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject *)(dict))->ma_version_tag) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) \ - (version_var) = __PYX_GET_DICT_VERSION(dict); \ - (cache_var) = (value); -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) { \ - (VAR) = __pyx_dict_cached_value; \ - } else { \ - (VAR) = __pyx_dict_cached_value = (LOOKUP); \ - __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT); \ - } \ - } -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); -#else -#define __PYX_GET_DICT_VERSION(dict) (0) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); -#endif - -/* GetModuleGlobalName.proto */ -#if CYTHON_USE_DICT_VERSIONS -#define __Pyx_GetModuleGlobalName(var, name) \ - { \ - static PY_UINT64_T __pyx_dict_version = 0; \ - static PyObject *__pyx_dict_cached_value = NULL; \ - (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) \ - ? (likely(__pyx_dict_cached_value) \ - ? __Pyx_NewRef(__pyx_dict_cached_value) \ - : __Pyx_GetBuiltinName(name)) \ - : __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - { \ - PY_UINT64_T __pyx_dict_version; \ - PyObject *__pyx_dict_cached_value; \ - (var) = __Pyx__GetModuleGlobalName( \ - name, &__pyx_dict_version, &__pyx_dict_cached_value); \ - } -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value); -#else -#define __Pyx_GetModuleGlobalName(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -#define __Pyx_GetModuleGlobalNameUncached(var, name) \ - (var) = __Pyx__GetModuleGlobalName(name) -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); -#endif - -/* ObjectGetItem.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, - PyObject *key); -#else -#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) -#endif - -/* PyCFunctionFastCall.proto */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, - PyObject **args, - Py_ssize_t nargs); -#else -#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) -#endif - -/* PyFunctionFastCall.proto */ -#if CYTHON_FAST_PYCALL -#define __Pyx_PyFunction_FastCall(func, args, nargs) \ - __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs); -#else -#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) \ - _PyFunction_FastCallDict(func, args, nargs, kwargs) -#endif -#define __Pyx_BUILD_ASSERT_EXPR(cond) (sizeof(char[1 - 2 * !(cond)]) - 1) -#ifndef Py_MEMBER_SIZE -#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) -#endif -static size_t __pyx_pyframe_localsplus_offset = 0; -#include "frameobject.h" -#define __Pxy_PyFrame_Initialize_Offsets() \ - ((void)__Pyx_BUILD_ASSERT_EXPR( \ - sizeof(PyFrameObject) == \ - offsetof(PyFrameObject, f_localsplus) + \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)), \ - (void)(__pyx_pyframe_localsplus_offset = \ - ((size_t)PyFrame_Type.tp_basicsize) - \ - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) -#define __Pyx_PyFrame_GetLocalsplus(frame) \ - (assert(__pyx_pyframe_localsplus_offset), \ - (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) -#endif - -/* PyObjectCall.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw); -#else -#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) -#endif - -/* PyObjectCall2Args.proto */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2); - -/* PyObjectCallMethO.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg); -#endif - -/* PyObjectCallOneArg.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg); - -/* ExtTypeTest.proto */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - -/* RaiseTooManyValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -/* RaiseNeedMoreValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -/* IterFinish.proto */ -static CYTHON_INLINE int __Pyx_IterFinish(void); - -/* UnpackItemEndCheck.proto */ -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); - -/* None.proto */ -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); - -/* RaiseArgTupleInvalid.proto */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found); - -/* RaiseDoubleKeywords.proto */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name); - -/* ParseKeywords.proto */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name); - -/* ArgTypeTest.proto */ -#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact) \ - ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) \ - ? 1 \ - : __Pyx__ArgTypeTest(obj, type, name, exact)) -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact); - -/* SliceObject.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetSlice(PyObject *obj, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **py_start, - PyObject **py_stop, - PyObject **py_slice, - int has_cstart, - int has_cstop, - int wraparound); - -/* PySequenceContains.proto */ -static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject *item, - PyObject *seq, - int eq) { - int result = PySequence_Contains(seq, item); - return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); -} - -/* ListAppend.proto */ -#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS -static CYTHON_INLINE int __Pyx_PyList_Append(PyObject *list, PyObject *x) { - PyListObject *L = (PyListObject *)list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - Py_SIZE(list) = len + 1; - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_PyList_Append(L, x) PyList_Append(L, x) -#endif - -/* PyIntBinop.proto */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - long intval, - int inplace, - int zerodivision_check); -#else -#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check) \ - (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) -#endif - -/* SliceObject.proto */ -#define __Pyx_PyObject_DelSlice(obj, \ - cstart, \ - cstop, \ - py_start, \ - py_stop, \ - py_slice, \ - has_cstart, \ - has_cstop, \ - wraparound) \ - __Pyx_PyObject_SetSlice(obj, \ - (PyObject *)NULL, \ - cstart, \ - cstop, \ - py_start, \ - py_stop, \ - py_slice, \ - has_cstart, \ - has_cstop, \ - wraparound) -static CYTHON_INLINE int __Pyx_PyObject_SetSlice(PyObject *obj, - PyObject *value, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **py_start, - PyObject **py_stop, - PyObject **py_slice, - int has_cstart, - int has_cstop, - int wraparound); - -/* PyObjectCallNoArg.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) \ - __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - -/* PyThreadStateGet.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; -#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; -#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type -#else -#define __Pyx_PyThreadState_declare -#define __Pyx_PyThreadState_assign -#define __Pyx_PyErr_Occurred() PyErr_Occurred() -#endif - -/* PyErrFetchRestore.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) \ - __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) \ - __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) \ - __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_PyErr_SetNone(exc) \ - (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) -#else -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#endif -#else -#define __Pyx_PyErr_Clear() PyErr_Clear() -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#define __Pyx_ErrRestoreWithState(type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestoreInState(tstate, type, value, tb) \ - PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchInState(tstate, type, value, tb) \ - PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) -#endif - -/* RaiseException.proto */ -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause); - -/* DictGetItem.proto */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key); -#define __Pyx_PyObject_Dict_GetItem(obj, name) \ - (likely(PyDict_CheckExact(obj)) ? __Pyx_PyDict_GetItem(obj, name) \ - : PyObject_GetItem(obj, name)) -#else -#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) -#endif - -/* RaiseNoneIterError.proto */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -/* GetTopmostException.proto */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException(PyThreadState *tstate); -#endif - -/* SaveResetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_ExceptionSave(type, value, tb) \ - __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#define __Pyx_ExceptionReset(type, value, tb) \ - __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb); -#else -#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) -#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) -#endif - -/* PyErrExceptionMatches.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_ExceptionMatches(err) \ - __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err) -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err); -#else -#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err) -#endif - -/* GetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_GetException(type, value, tb) \ - __Pyx__GetException(__pyx_tstate, type, value, tb) -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb); -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); -#endif - -/* TypeImport.proto */ -#ifndef __PYX_HAVE_RT_ImportType_proto -#define __PYX_HAVE_RT_ImportType_proto -enum __Pyx_ImportType_CheckSize { - __Pyx_ImportType_CheckSize_Error = 0, - __Pyx_ImportType_CheckSize_Warn = 1, - __Pyx_ImportType_CheckSize_Ignore = 2 -}; -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size); -#endif - -/* Import.proto */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); - -/* CLineInTraceback.proto */ -#ifdef CYTHON_CLINE_IN_TRACEBACK -#define __Pyx_CLineForTraceback(tstate, c_line) \ - (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) -#else -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); -#endif - -/* CodeObjectCache.proto */ -typedef struct { - PyCodeObject *code_object; - int code_line; -} __Pyx_CodeObjectCacheEntry; -struct __Pyx_CodeObjectCache { - int count; - int max_count; - __Pyx_CodeObjectCacheEntry *entries; -}; -static struct __Pyx_CodeObjectCache __pyx_code_cache = {0, 0, NULL}; -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line); -static PyCodeObject *__pyx_find_code_object(int code_line); -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object); - -/* AddTraceback.proto */ -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value); - -/* RealImag.proto */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -#define __Pyx_CREAL(z) ((z).real()) -#define __Pyx_CIMAG(z) ((z).imag()) -#else -#define __Pyx_CREAL(z) (__real__(z)) -#define __Pyx_CIMAG(z) (__imag__(z)) -#endif -#else -#define __Pyx_CREAL(z) ((z).real) -#define __Pyx_CIMAG(z) ((z).imag) -#endif -#if defined(__cplusplus) && CYTHON_CCOMPLEX && \ - (defined(_WIN32) || defined(__clang__) || \ - (defined(__GNUC__) && \ - (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4)) || \ - __cplusplus >= 201103) -#define __Pyx_SET_CREAL(z, x) ((z).real(x)) -#define __Pyx_SET_CIMAG(z, y) ((z).imag(y)) -#else -#define __Pyx_SET_CREAL(z, x) __Pyx_CREAL(z) = (x) -#define __Pyx_SET_CIMAG(z, y) __Pyx_CIMAG(z) = (y) -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_float(a, b) ((a) == (b)) -#define __Pyx_c_sum_float(a, b) ((a) + (b)) -#define __Pyx_c_diff_float(a, b) ((a) - (b)) -#define __Pyx_c_prod_float(a, b) ((a) * (b)) -#define __Pyx_c_quot_float(a, b) ((a) / (b)) -#define __Pyx_c_neg_float(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_float(z) ((z) == (float)0) -#define __Pyx_c_conj_float(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_float(z) (::std::abs(z)) -#define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_float(z) ((z) == 0) -#define __Pyx_c_conj_float(z) (conjf(z)) -#if 1 -#define __Pyx_c_abs_float(z) (cabsf(z)) -#define __Pyx_c_pow_float(a, b) (cpowf(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, - __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_neg_float(__pyx_t_float_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_conj_float(__pyx_t_float_complex); -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); -static CYTHON_INLINE __pyx_t_float_complex - __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); -#endif -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX -#define __Pyx_c_eq_double(a, b) ((a) == (b)) -#define __Pyx_c_sum_double(a, b) ((a) + (b)) -#define __Pyx_c_diff_double(a, b) ((a) - (b)) -#define __Pyx_c_prod_double(a, b) ((a) * (b)) -#define __Pyx_c_quot_double(a, b) ((a) / (b)) -#define __Pyx_c_neg_double(a) (-(a)) -#ifdef __cplusplus -#define __Pyx_c_is_zero_double(z) ((z) == (double)0) -#define __Pyx_c_conj_double(z) (::std::conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (::std::abs(z)) -#define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) -#endif -#else -#define __Pyx_c_is_zero_double(z) ((z) == 0) -#define __Pyx_c_conj_double(z) (conj(z)) -#if 1 -#define __Pyx_c_abs_double(z) (cabs(z)) -#define __Pyx_c_pow_double(a, b) (cpow(a, b)) -#endif -#endif -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, - __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_neg_double(__pyx_t_double_complex); -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_conj_double(__pyx_t_double_complex); -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); -static CYTHON_INLINE __pyx_t_double_complex - __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); -#endif -#endif - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); - -/* FastTypeChecks.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_TypeCheck(obj, type) \ - __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *type); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *type1, - PyObject *type2); -#else -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) -#define __Pyx_PyErr_GivenExceptionMatches(err, type) \ - PyErr_GivenExceptionMatches(err, type) -#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) \ - (PyErr_GivenExceptionMatches(err, type1) || \ - PyErr_GivenExceptionMatches(err, type2)) -#endif -#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - - -/* Module declarations from 'cython' */ - -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'cpython.mem' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, - char *, - char *, - int *); /*proto*/ - -/* Module declarations from 'cyops.target' */ -static PyObject *__pyx_f_5cyops_6target_rpn_target_assign( - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - float, - int, - float, - float, - float, - int __pyx_skip_dispatch, - struct __pyx_opt_args_5cyops_6target_rpn_target_assign - *__pyx_optional_args); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_sample_anchor_cy( - PyArrayObject *, - int, - float, - float, - float, - struct __pyx_opt_args_5cyops_6target_sample_anchor_cy - *__pyx_optional_args); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_generate_proposal_labels( - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - int, - float, - float, - float, - float, - PyArrayObject *, - int, - int __pyx_skip_dispatch, - struct __pyx_opt_args_5cyops_6target_generate_proposal_labels - *__pyx_optional_args); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_sample_rois_cy(PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - int, - float, - float, - float, - float, - PyArrayObject *, - int, - int, - int, - int); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_bbox_overlaps( - PyArrayObject *, PyArrayObject *); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_box_to_delta(PyArrayObject *, - PyArrayObject *, - PyArrayObject *); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_compute_targets( - PyArrayObject *, - PyArrayObject *, - PyArrayObject *, - PyArrayObject *); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_expand_bbox_targets(PyArrayObject *, - int, - int); /*proto*/ -#define __Pyx_MODULE_NAME "cyops.target" -extern int __pyx_module_is_main_cyops__target; -int __pyx_module_is_main_cyops__target = 0; - -/* Implementation of 'cyops.target' */ -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; -static PyObject *__pyx_builtin_ImportError; -static const char __pyx_k_i4[] = "i4"; -static const char __pyx_k_np[] = "np"; -static const char __pyx_k_log[] = "log"; -static const char __pyx_k_max[] = "max"; -static const char __pyx_k_sum[] = "sum"; -static const char __pyx_k_axis[] = "axis"; -static const char __pyx_k_copy[] = "copy"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_name[] = "__name__"; -static const char __pyx_k_ones[] = "ones"; -static const char __pyx_k_size[] = "size"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_array[] = "array"; -static const char __pyx_k_dtype[] = "dtype"; -static const char __pyx_k_int32[] = "int32"; -static const char __pyx_k_numpy[] = "numpy"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_round[] = "round"; -static const char __pyx_k_where[] = "where"; -static const char __pyx_k_zeros[] = "zeros"; -static const char __pyx_k_append[] = "append"; -static const char __pyx_k_arange[] = "arange"; -static const char __pyx_k_argmax[] = "argmax"; -static const char __pyx_k_astype[] = "astype"; -static const char __pyx_k_choice[] = "choice"; -static const char __pyx_k_hstack[] = "hstack"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_random[] = "random"; -static const char __pyx_k_vstack[] = "vstack"; -static const char __pyx_k_asarray[] = "asarray"; -static const char __pyx_k_float32[] = "float32"; -static const char __pyx_k_im_info[] = "im_info"; -static const char __pyx_k_maximum[] = "maximum"; -static const char __pyx_k_minimum[] = "minimum"; -static const char __pyx_k_newaxis[] = "newaxis"; -static const char __pyx_k_randint[] = "randint"; -static const char __pyx_k_replace[] = "replace"; -static const char __pyx_k_reshape[] = "reshape"; -static const char __pyx_k_gt_boxes[] = "gt_boxes"; -static const char __pyx_k_is_crowd[] = "is_crowd"; -static const char __pyx_k_rpn_rois[] = "rpn_rois"; -static const char __pyx_k_enumerate[] = "enumerate"; -static const char __pyx_k_fg_thresh[] = "fg_thresh"; -static const char __pyx_k_transpose[] = "transpose"; -static const char __pyx_k_ValueError[] = "ValueError"; -static const char __pyx_k_anchor_box[] = "anchor_box"; -static const char __pyx_k_class_nums[] = "class_nums"; -static const char __pyx_k_gt_classes[] = "gt_classes"; -static const char __pyx_k_use_random[] = "use_random"; -static const char __pyx_k_ImportError[] = "ImportError"; -static const char __pyx_k_concatenate[] = "concatenate"; -static const char __pyx_k_fg_fraction[] = "fg_fraction"; -static const char __pyx_k_RuntimeError[] = "RuntimeError"; -static const char __pyx_k_bg_thresh_hi[] = "bg_thresh_hi"; -static const char __pyx_k_bg_thresh_lo[] = "bg_thresh_lo"; -static const char __pyx_k_rpn_rois_lod[] = "rpn_rois_lod"; -static const char __pyx_k_is_cascade_rcnn[] = "is_cascade_rcnn"; -static const char __pyx_k_is_cls_agnostic[] = "is_cls_agnostic"; -static const char __pyx_k_rpn_fg_fraction[] = "rpn_fg_fraction"; -static const char __pyx_k_bbox_reg_weights[] = "bbox_reg_weights"; -static const char __pyx_k_batch_size_per_im[] = "batch_size_per_im"; -static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; -static const char __pyx_k_rpn_straddle_thresh[] = "rpn_straddle_thresh"; -static const char __pyx_k_rpn_negative_overlap[] = "rpn_negative_overlap"; -static const char __pyx_k_rpn_positive_overlap[] = "rpn_positive_overlap"; -static const char __pyx_k_rpn_batch_size_per_im[] = "rpn_batch_size_per_im"; -static const char __pyx_k_ndarray_is_not_C_contiguous[] = - "ndarray is not C contiguous"; -static const char __pyx_k_numpy_core_multiarray_failed_to[] = - "numpy.core.multiarray failed to import"; -static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = - "unknown dtype code in numpy.pxd (%d)"; -static const char __pyx_k_Format_string_allocated_too_shor[] = - "Format string allocated too short, see comment in numpy.pxd"; -static const char __pyx_k_Non_native_byte_order_not_suppor[] = - "Non-native byte order not supported"; -static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = - "ndarray is not Fortran contiguous"; -static const char __pyx_k_numpy_core_umath_failed_to_impor[] = - "numpy.core.umath failed to import"; -static const char __pyx_k_Format_string_allocated_too_shor_2[] = - "Format string allocated too short."; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; -static PyObject *__pyx_n_s_ImportError; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; -static PyObject *__pyx_n_s_RuntimeError; -static PyObject *__pyx_n_s_ValueError; -static PyObject *__pyx_n_s_anchor_box; -static PyObject *__pyx_n_s_append; -static PyObject *__pyx_n_s_arange; -static PyObject *__pyx_n_s_argmax; -static PyObject *__pyx_n_s_array; -static PyObject *__pyx_n_s_asarray; -static PyObject *__pyx_n_s_astype; -static PyObject *__pyx_n_s_axis; -static PyObject *__pyx_n_s_batch_size_per_im; -static PyObject *__pyx_n_s_bbox_reg_weights; -static PyObject *__pyx_n_s_bg_thresh_hi; -static PyObject *__pyx_n_s_bg_thresh_lo; -static PyObject *__pyx_n_s_choice; -static PyObject *__pyx_n_s_class_nums; -static PyObject *__pyx_n_s_cline_in_traceback; -static PyObject *__pyx_n_s_concatenate; -static PyObject *__pyx_n_s_copy; -static PyObject *__pyx_n_s_dtype; -static PyObject *__pyx_n_s_enumerate; -static PyObject *__pyx_n_s_fg_fraction; -static PyObject *__pyx_n_s_fg_thresh; -static PyObject *__pyx_n_s_float32; -static PyObject *__pyx_n_s_gt_boxes; -static PyObject *__pyx_n_s_gt_classes; -static PyObject *__pyx_n_s_hstack; -static PyObject *__pyx_n_s_i4; -static PyObject *__pyx_n_s_im_info; -static PyObject *__pyx_n_s_import; -static PyObject *__pyx_n_s_int32; -static PyObject *__pyx_n_s_is_cascade_rcnn; -static PyObject *__pyx_n_s_is_cls_agnostic; -static PyObject *__pyx_n_s_is_crowd; -static PyObject *__pyx_n_s_log; -static PyObject *__pyx_n_s_main; -static PyObject *__pyx_n_s_max; -static PyObject *__pyx_n_s_maximum; -static PyObject *__pyx_n_s_minimum; -static PyObject *__pyx_n_s_name; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; -static PyObject *__pyx_n_s_newaxis; -static PyObject *__pyx_n_s_np; -static PyObject *__pyx_n_s_numpy; -static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to; -static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor; -static PyObject *__pyx_n_s_ones; -static PyObject *__pyx_n_s_randint; -static PyObject *__pyx_n_s_random; -static PyObject *__pyx_n_s_range; -static PyObject *__pyx_n_s_replace; -static PyObject *__pyx_n_s_reshape; -static PyObject *__pyx_n_s_round; -static PyObject *__pyx_n_s_rpn_batch_size_per_im; -static PyObject *__pyx_n_s_rpn_fg_fraction; -static PyObject *__pyx_n_s_rpn_negative_overlap; -static PyObject *__pyx_n_s_rpn_positive_overlap; -static PyObject *__pyx_n_s_rpn_rois; -static PyObject *__pyx_n_s_rpn_rois_lod; -static PyObject *__pyx_n_s_rpn_straddle_thresh; -static PyObject *__pyx_n_s_size; -static PyObject *__pyx_n_s_sum; -static PyObject *__pyx_n_s_test; -static PyObject *__pyx_n_s_transpose; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; -static PyObject *__pyx_n_s_use_random; -static PyObject *__pyx_n_s_vstack; -static PyObject *__pyx_n_s_where; -static PyObject *__pyx_n_s_zeros; -static PyObject *__pyx_pf_5cyops_6target_rpn_target_assign( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_anchor_box, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_im_info, - float __pyx_v_rpn_straddle_thresh, - int __pyx_v_rpn_batch_size_per_im, - float __pyx_v_rpn_positive_overlap, - float __pyx_v_rpn_negative_overlap, - float __pyx_v_rpn_fg_fraction, - int __pyx_v_use_random); /* proto */ -static PyObject *__pyx_pf_5cyops_6target_2generate_proposal_labels( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_rpn_rois, - PyArrayObject *__pyx_v_rpn_rois_lod, - PyArrayObject *__pyx_v_gt_classes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_im_info, - int __pyx_v_batch_size_per_im, - float __pyx_v_fg_fraction, - float __pyx_v_fg_thresh, - float __pyx_v_bg_thresh_hi, - float __pyx_v_bg_thresh_lo, - PyArrayObject *__pyx_v_bbox_reg_weights, - int __pyx_v_class_nums, - int __pyx_v_use_random, - int __pyx_v_is_cls_agnostic, - int __pyx_v_is_cascade_rcnn); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__( - PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ -static PyObject *__pyx_float_1_; -static PyObject *__pyx_float_0_0; -static PyObject *__pyx_float_0_5; -static PyObject *__pyx_float_1_0; -static PyObject *__pyx_int_0; -static PyObject *__pyx_int_1; -static PyObject *__pyx_int_2; -static PyObject *__pyx_int_3; -static PyObject *__pyx_int_4; -static PyObject *__pyx_int_8; -static PyObject *__pyx_int_neg_1; -static PyObject *__pyx_slice_; -static PyObject *__pyx_slice__7; -static PyObject *__pyx_tuple__2; -static PyObject *__pyx_tuple__3; -static PyObject *__pyx_tuple__4; -static PyObject *__pyx_tuple__5; -static PyObject *__pyx_tuple__6; -static PyObject *__pyx_tuple__8; -static PyObject *__pyx_tuple__9; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; -static PyObject *__pyx_tuple__13; -static PyObject *__pyx_tuple__14; -static PyObject *__pyx_tuple__15; -/* Late includes */ - -/* "cyops/target.pyx":9 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cpdef rpn_target_assign( # <<<<<<<<<<<<<< - * np.ndarray anchor_box, - * np.ndarray gt_boxes, - */ - -static PyObject *__pyx_pw_5cyops_6target_1rpn_target_assign( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_rpn_target_assign( - PyArrayObject *__pyx_v_anchor_box, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_im_info, - float __pyx_v_rpn_straddle_thresh, - int __pyx_v_rpn_batch_size_per_im, - float __pyx_v_rpn_positive_overlap, - float __pyx_v_rpn_negative_overlap, - float __pyx_v_rpn_fg_fraction, - CYTHON_UNUSED int __pyx_skip_dispatch, - struct __pyx_opt_args_5cyops_6target_rpn_target_assign - *__pyx_optional_args) { - /* "cyops/target.pyx":19 - * float rpn_negative_overlap, - * float rpn_fg_fraction, - * bint use_random=False): # <<<<<<<<<<<<<< - * - * cdef int anchor_num = anchor_box.shape[0] - */ - int __pyx_v_use_random = ((int)0); - int __pyx_v_anchor_num; - int __pyx_v_batch_size; - int __pyx_v_im_height; - int __pyx_v_im_width; - int __pyx_v_i; - float __pyx_v_im_scale; - PyArrayObject *__pyx_v_inds_inside = 0; - PyArrayObject *__pyx_v_inside_anchors = 0; - PyArrayObject *__pyx_v_gt_boxes_slice = 0; - PyArrayObject *__pyx_v_is_crowd_slice = 0; - PyArrayObject *__pyx_v_not_crowd_inds = 0; - PyArrayObject *__pyx_v_iou = 0; - PyArrayObject *__pyx_v_loc_inds = 0; - PyArrayObject *__pyx_v_score_inds = 0; - PyArrayObject *__pyx_v_labels = 0; - PyArrayObject *__pyx_v_gt_inds = 0; - PyArrayObject *__pyx_v_bbox_inside_weight = 0; - PyArrayObject *__pyx_v_loc_indexes = 0; - PyArrayObject *__pyx_v_score_indexes = 0; - PyArrayObject *__pyx_v_tgt_labels = 0; - PyArrayObject *__pyx_v_tgt_bboxes = 0; - PyArrayObject *__pyx_v_bbox_inside_weights = 0; - PyObject *__pyx_v_sampled_loc_inds = NULL; - PyObject *__pyx_v_sampled_score_inds = NULL; - PyObject *__pyx_v_sampled_anchor = NULL; - PyObject *__pyx_v_sampled_gt = NULL; - PyObject *__pyx_v_box_deltas = NULL; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - float __pyx_t_7; - int __pyx_t_8; - PyObject *__pyx_t_9 = NULL; - PyObject *__pyx_t_10 = NULL; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - struct __pyx_opt_args_5cyops_6target_sample_anchor_cy __pyx_t_13; - PyObject *__pyx_t_14 = NULL; - PyObject *(*__pyx_t_15)(PyObject *); - __Pyx_RefNannySetupContext("rpn_target_assign", 0); - if (__pyx_optional_args) { - if (__pyx_optional_args->__pyx_n > 0) { - __pyx_v_use_random = __pyx_optional_args->use_random; - } - } - - /* "cyops/target.pyx":21 - * bint use_random=False): - * - * cdef int anchor_num = anchor_box.shape[0] # <<<<<<<<<<<<<< - * cdef int batch_size = gt_boxes.shape[0] - * cdef int im_height, im_width, i - */ - __pyx_v_anchor_num = (__pyx_v_anchor_box->dimensions[0]); - - /* "cyops/target.pyx":22 - * - * cdef int anchor_num = anchor_box.shape[0] - * cdef int batch_size = gt_boxes.shape[0] # <<<<<<<<<<<<<< - * cdef int im_height, im_width, i - * cdef float im_scale - */ - __pyx_v_batch_size = (__pyx_v_gt_boxes->dimensions[0]); - - /* "cyops/target.pyx":29 - * cdef np.ndarray loc_indexes, score_indexes, tgt_labels, tgt_bboxes, - * bbox_inside_weights - * - * for i in range(batch_size): # <<<<<<<<<<<<<< - * im_height = im_info[i][0] - * im_width = im_info[i][1] - */ - __pyx_t_1 = __pyx_v_batch_size; - __pyx_t_2 = __pyx_t_1; - for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3 += 1) { - __pyx_v_i = __pyx_t_3; - - /* "cyops/target.pyx":30 - * - * for i in range(batch_size): - * im_height = im_info[i][0] # <<<<<<<<<<<<<< - * im_width = im_info[i][1] - * im_scale = im_info[i][2] - */ - __pyx_t_4 = __Pyx_GetItemInt(((PyObject *)__pyx_v_im_info), - __pyx_v_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 30, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = - __Pyx_GetItemInt(__pyx_t_4, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 30, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyInt_As_int(__pyx_t_5); - if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 30, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_im_height = __pyx_t_6; - - /* "cyops/target.pyx":31 - * for i in range(batch_size): - * im_height = im_info[i][0] - * im_width = im_info[i][1] # <<<<<<<<<<<<<< - * im_scale = im_info[i][2] - * if rpn_straddle_thresh >= 0: - */ - __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_im_info), - __pyx_v_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 31, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = - __Pyx_GetItemInt(__pyx_t_5, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 31, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_6 = __Pyx_PyInt_As_int(__pyx_t_4); - if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 31, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_v_im_width = __pyx_t_6; - - /* "cyops/target.pyx":32 - * im_height = im_info[i][0] - * im_width = im_info[i][1] - * im_scale = im_info[i][2] # <<<<<<<<<<<<<< - * if rpn_straddle_thresh >= 0: - * # Only keep anchors inside the image by a margin of - * straddle_thresh - */ - __pyx_t_4 = __Pyx_GetItemInt(((PyObject *)__pyx_v_im_info), - __pyx_v_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 32, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = - __Pyx_GetItemInt(__pyx_t_4, 2, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 32, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_7 = __pyx_PyFloat_AsFloat(__pyx_t_5); - if (unlikely((__pyx_t_7 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 32, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_im_scale = __pyx_t_7; - - /* "cyops/target.pyx":33 - * im_width = im_info[i][1] - * im_scale = im_info[i][2] - * if rpn_straddle_thresh >= 0: # <<<<<<<<<<<<<< - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( - */ - __pyx_t_8 = ((__pyx_v_rpn_straddle_thresh >= 0.0) != 0); - if (__pyx_t_8) { - /* "cyops/target.pyx":35 - * if rpn_straddle_thresh >= 0: - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( # <<<<<<<<<<<<<< - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - */ - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 35, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_where); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 35, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":36 - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & # - * <<<<<<<<<<<<<< - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - */ - __pyx_t_4 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), - __pyx_tuple__2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_10 = PyFloat_FromDouble((-__pyx_v_rpn_straddle_thresh)); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_11 = PyObject_RichCompare(__pyx_t_4, __pyx_t_10, Py_GE); - __Pyx_XGOTREF(__pyx_t_11); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":37 - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( # - * <<<<<<<<<<<<<< - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - */ - __pyx_t_10 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), - __pyx_tuple__3); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_4 = PyFloat_FromDouble((-__pyx_v_rpn_straddle_thresh)); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_12 = PyObject_RichCompare(__pyx_t_10, __pyx_t_4, Py_GE); - __Pyx_XGOTREF(__pyx_t_12); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":36 - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & # - * <<<<<<<<<<<<<< - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - */ - __pyx_t_4 = PyNumber_And(__pyx_t_11, __pyx_t_12); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - - /* "cyops/target.pyx":38 - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * # <<<<<<<<<<<<<< - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - * # keep only inside anchors - */ - __pyx_t_12 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), - __pyx_tuple__4); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __pyx_t_11 = - PyFloat_FromDouble((__pyx_v_im_width + __pyx_v_rpn_straddle_thresh)); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_10 = PyObject_RichCompare(__pyx_t_12, __pyx_t_11, Py_LT); - __Pyx_XGOTREF(__pyx_t_10); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":37 - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( # - * <<<<<<<<<<<<<< - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - */ - __pyx_t_11 = PyNumber_And(__pyx_t_4, __pyx_t_10); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":39 - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] # <<<<<<<<<<<<<< - * # keep only inside anchors - * inside_anchors = anchor_box[inds_inside, :] - */ - __pyx_t_10 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), - __pyx_tuple__5); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_4 = - PyFloat_FromDouble((__pyx_v_im_height + __pyx_v_rpn_straddle_thresh)); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_12 = PyObject_RichCompare(__pyx_t_10, __pyx_t_4, Py_LT); - __Pyx_XGOTREF(__pyx_t_12); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":38 - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * # <<<<<<<<<<<<<< - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - * # keep only inside anchors - */ - __pyx_t_4 = PyNumber_And(__pyx_t_11, __pyx_t_12); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_9))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_9); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_9); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_9, function); - } - } - __pyx_t_5 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_9, __pyx_t_12, __pyx_t_4) - : __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_t_4); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 35, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - - /* "cyops/target.pyx":39 - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] # <<<<<<<<<<<<<< - * # keep only inside anchors - * inside_anchors = anchor_box[inds_inside, :] - */ - __pyx_t_9 = __Pyx_GetItemInt( - __pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_inds_inside, ((PyArrayObject *)__pyx_t_9)); - __pyx_t_9 = 0; - - /* "cyops/target.pyx":41 - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - * # keep only inside anchors - * inside_anchors = anchor_box[inds_inside, :] # - * <<<<<<<<<<<<<< - * else: - * inds_inside = np.arange(anchor_box.shape[0]) - */ - __pyx_t_9 = PyTuple_New(2); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __Pyx_INCREF(((PyObject *)__pyx_v_inds_inside)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_inds_inside)); - PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_v_inds_inside)); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_slice_); - __pyx_t_5 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), __pyx_t_9); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 41, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_inside_anchors, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":33 - * im_width = im_info[i][1] - * im_scale = im_info[i][2] - * if rpn_straddle_thresh >= 0: # <<<<<<<<<<<<<< - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( - */ - goto __pyx_L5; - } - - /* "cyops/target.pyx":43 - * inside_anchors = anchor_box[inds_inside, :] - * else: - * inds_inside = np.arange(anchor_box.shape[0]) # - * <<<<<<<<<<<<<< - * inside_anchors = anchor_box - * gt_boxes_slice = gt_boxes[i] * im_scale - */ - /*else*/ { - __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_np); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_arange); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - __pyx_t_9 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_anchor_box->dimensions[0])); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_5 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_12, __pyx_t_9) - : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_9); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 43, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_inds_inside, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":44 - * else: - * inds_inside = np.arange(anchor_box.shape[0]) - * inside_anchors = anchor_box # <<<<<<<<<<<<<< - * gt_boxes_slice = gt_boxes[i] * im_scale - * is_crowd_slice = is_crowd[i] - */ - __Pyx_INCREF(((PyObject *)__pyx_v_anchor_box)); - __Pyx_XDECREF_SET(__pyx_v_inside_anchors, __pyx_v_anchor_box); - } - __pyx_L5:; - - /* "cyops/target.pyx":45 - * inds_inside = np.arange(anchor_box.shape[0]) - * inside_anchors = anchor_box - * gt_boxes_slice = gt_boxes[i] * im_scale # <<<<<<<<<<<<<< - * is_crowd_slice = is_crowd[i] - * - */ - __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_gt_boxes), - __pyx_v_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = PyFloat_FromDouble(__pyx_v_im_scale); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_9 = PyNumber_Multiply(__pyx_t_5, __pyx_t_4); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 45, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_gt_boxes_slice, ((PyArrayObject *)__pyx_t_9)); - __pyx_t_9 = 0; - - /* "cyops/target.pyx":46 - * inside_anchors = anchor_box - * gt_boxes_slice = gt_boxes[i] * im_scale - * is_crowd_slice = is_crowd[i] # <<<<<<<<<<<<<< - * - * not_crowd_inds = np.where(is_crowd_slice == 0)[0] - */ - __pyx_t_9 = __Pyx_GetItemInt(((PyObject *)__pyx_v_is_crowd), - __pyx_v_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 46, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_is_crowd_slice, ((PyArrayObject *)__pyx_t_9)); - __pyx_t_9 = 0; - - /* "cyops/target.pyx":48 - * is_crowd_slice = is_crowd[i] - * - * not_crowd_inds = np.where(is_crowd_slice == 0)[0] # - * <<<<<<<<<<<<<< - * gt_boxes_slice = gt_boxes_slice[not_crowd_inds] - * iou = bbox_overlaps(inside_anchors, gt_boxes_slice) - */ - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_where); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyObject_RichCompare( - ((PyObject *)__pyx_v_is_crowd_slice), __pyx_int_0, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 48, __pyx_L1_error) - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_9 = (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_12, __pyx_t_4) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = - __Pyx_GetItemInt(__pyx_t_9, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 48, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_not_crowd_inds, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":49 - * - * not_crowd_inds = np.where(is_crowd_slice == 0)[0] - * gt_boxes_slice = gt_boxes_slice[not_crowd_inds] # - * <<<<<<<<<<<<<< - * iou = bbox_overlaps(inside_anchors, gt_boxes_slice) - * - */ - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes_slice), - ((PyObject *)__pyx_v_not_crowd_inds)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 49, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_gt_boxes_slice, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":50 - * not_crowd_inds = np.where(is_crowd_slice == 0)[0] - * gt_boxes_slice = gt_boxes_slice[not_crowd_inds] - * iou = bbox_overlaps(inside_anchors, gt_boxes_slice) # - * <<<<<<<<<<<<<< - * - * loc_inds, score_inds, labels, gt_inds, bbox_inside_weight = - * sample_anchor_cy( - */ - __pyx_t_5 = __pyx_f_5cyops_6target_bbox_overlaps(__pyx_v_inside_anchors, - __pyx_v_gt_boxes_slice); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 50, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 50, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_iou, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":52 - * iou = bbox_overlaps(inside_anchors, gt_boxes_slice) - * - * loc_inds, score_inds, labels, gt_inds, bbox_inside_weight = - * sample_anchor_cy( # <<<<<<<<<<<<<< - * iou, - * rpn_batch_size_per_im, - */ - __pyx_t_13.__pyx_n = 1; - __pyx_t_13.use_random = __pyx_v_use_random; - __pyx_t_5 = - __pyx_f_5cyops_6target_sample_anchor_cy(__pyx_v_iou, - __pyx_v_rpn_batch_size_per_im, - __pyx_v_rpn_positive_overlap, - __pyx_v_rpn_negative_overlap, - __pyx_v_rpn_fg_fraction, - &__pyx_t_13); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if ((likely(PyTuple_CheckExact(__pyx_t_5))) || - (PyList_CheckExact(__pyx_t_5))) { - PyObject *sequence = __pyx_t_5; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 5)) { - if (size > 5) - __Pyx_RaiseTooManyValuesError(5); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(0, 52, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - if (likely(PyTuple_CheckExact(sequence))) { - __pyx_t_9 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); - __pyx_t_12 = PyTuple_GET_ITEM(sequence, 2); - __pyx_t_11 = PyTuple_GET_ITEM(sequence, 3); - __pyx_t_10 = PyTuple_GET_ITEM(sequence, 4); - } else { - __pyx_t_9 = PyList_GET_ITEM(sequence, 0); - __pyx_t_4 = PyList_GET_ITEM(sequence, 1); - __pyx_t_12 = PyList_GET_ITEM(sequence, 2); - __pyx_t_11 = PyList_GET_ITEM(sequence, 3); - __pyx_t_10 = PyList_GET_ITEM(sequence, 4); - } - __Pyx_INCREF(__pyx_t_9); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(__pyx_t_11); - __Pyx_INCREF(__pyx_t_10); -#else - { - Py_ssize_t i; - PyObject **temps[5] = { - &__pyx_t_9, &__pyx_t_4, &__pyx_t_12, &__pyx_t_11, &__pyx_t_10}; - for (i = 0; i < 5; i++) { - PyObject *item = PySequence_ITEM(sequence, i); - if (unlikely(!item)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(item); - *(temps[i]) = item; - } - } -#endif - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } else { - Py_ssize_t index = -1; - PyObject **temps[5] = { - &__pyx_t_9, &__pyx_t_4, &__pyx_t_12, &__pyx_t_11, &__pyx_t_10}; - __pyx_t_14 = PyObject_GetIter(__pyx_t_5); - if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_14); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_15 = Py_TYPE(__pyx_t_14)->tp_iternext; - for (index = 0; index < 5; index++) { - PyObject *item = __pyx_t_15(__pyx_t_14); - if (unlikely(!item)) goto __pyx_L6_unpacking_failed; - __Pyx_GOTREF(item); - *(temps[index]) = item; - } - if (__Pyx_IternextUnpackEndCheck(__pyx_t_15(__pyx_t_14), 5) < 0) - __PYX_ERR(0, 52, __pyx_L1_error) - __pyx_t_15 = NULL; - __Pyx_DECREF(__pyx_t_14); - __pyx_t_14 = 0; - goto __pyx_L7_unpacking_done; - __pyx_L6_unpacking_failed:; - __Pyx_DECREF(__pyx_t_14); - __pyx_t_14 = 0; - __pyx_t_15 = NULL; - if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); - __PYX_ERR(0, 52, __pyx_L1_error) - __pyx_L7_unpacking_done:; - } - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 52, __pyx_L1_error) - if (!(likely( - ((__pyx_t_4) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 52, __pyx_L1_error) - if (!(likely( - ((__pyx_t_12) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 52, __pyx_L1_error) - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 52, __pyx_L1_error) - if (!(likely( - ((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 52, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_loc_inds, ((PyArrayObject *)__pyx_t_9)); - __pyx_t_9 = 0; - __Pyx_XDECREF_SET(__pyx_v_score_inds, ((PyArrayObject *)__pyx_t_4)); - __pyx_t_4 = 0; - __Pyx_XDECREF_SET(__pyx_v_labels, ((PyArrayObject *)__pyx_t_12)); - __pyx_t_12 = 0; - __Pyx_XDECREF_SET(__pyx_v_gt_inds, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - __Pyx_XDECREF_SET(__pyx_v_bbox_inside_weight, - ((PyArrayObject *)__pyx_t_10)); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":61 - * ) - * # unmap to all anchor - * sampled_loc_inds = inds_inside[loc_inds] # <<<<<<<<<<<<<< - * sampled_score_inds = inds_inside[score_inds] - * - */ - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_inds_inside), - ((PyObject *)__pyx_v_loc_inds)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 61, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_XDECREF_SET(__pyx_v_sampled_loc_inds, __pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":62 - * # unmap to all anchor - * sampled_loc_inds = inds_inside[loc_inds] - * sampled_score_inds = inds_inside[score_inds] # - * <<<<<<<<<<<<<< - * - * sampled_anchor = anchor_box[sampled_loc_inds] - */ - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_inds_inside), - ((PyObject *)__pyx_v_score_inds)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 62, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_XDECREF_SET(__pyx_v_sampled_score_inds, __pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":64 - * sampled_score_inds = inds_inside[score_inds] - * - * sampled_anchor = anchor_box[sampled_loc_inds] # - * <<<<<<<<<<<<<< - * sampled_gt = gt_boxes_slice[gt_inds] - * box_deltas = box_to_delta( - */ - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_box), - __pyx_v_sampled_loc_inds); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 64, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_XDECREF_SET(__pyx_v_sampled_anchor, __pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":65 - * - * sampled_anchor = anchor_box[sampled_loc_inds] - * sampled_gt = gt_boxes_slice[gt_inds] # <<<<<<<<<<<<<< - * box_deltas = box_to_delta( - * sampled_anchor, sampled_gt, - */ - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes_slice), - ((PyObject *)__pyx_v_gt_inds)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 65, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_XDECREF_SET(__pyx_v_sampled_gt, __pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":67 - * sampled_gt = gt_boxes_slice[gt_inds] - * box_deltas = box_to_delta( - * sampled_anchor, sampled_gt, # <<<<<<<<<<<<<< - * np.asarray([1., 1., 1., 1.]) - * ) - */ - if (!(likely(((__pyx_v_sampled_anchor) == Py_None) || - likely(__Pyx_TypeTest(__pyx_v_sampled_anchor, - __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 67, __pyx_L1_error) - if (!(likely(((__pyx_v_sampled_gt) == Py_None) || - likely(__Pyx_TypeTest(__pyx_v_sampled_gt, - __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 67, __pyx_L1_error) - - /* "cyops/target.pyx":68 - * box_deltas = box_to_delta( - * sampled_anchor, sampled_gt, - * np.asarray([1., 1., 1., 1.]) # <<<<<<<<<<<<<< - * ) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 68, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_asarray); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 68, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyList_New(4); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 68, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(__pyx_float_1_); - __Pyx_GIVEREF(__pyx_float_1_); - PyList_SET_ITEM(__pyx_t_10, 0, __pyx_float_1_); - __Pyx_INCREF(__pyx_float_1_); - __Pyx_GIVEREF(__pyx_float_1_); - PyList_SET_ITEM(__pyx_t_10, 1, __pyx_float_1_); - __Pyx_INCREF(__pyx_float_1_); - __Pyx_GIVEREF(__pyx_float_1_); - PyList_SET_ITEM(__pyx_t_10, 2, __pyx_float_1_); - __Pyx_INCREF(__pyx_float_1_); - __Pyx_GIVEREF(__pyx_float_1_); - PyList_SET_ITEM(__pyx_t_10, 3, __pyx_float_1_); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_11))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_11); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_11); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_11, function); - } - } - __pyx_t_5 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_11, __pyx_t_12, __pyx_t_10) - : __Pyx_PyObject_CallOneArg(__pyx_t_11, __pyx_t_10); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 68, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 68, __pyx_L1_error) - - /* "cyops/target.pyx":66 - * sampled_anchor = anchor_box[sampled_loc_inds] - * sampled_gt = gt_boxes_slice[gt_inds] - * box_deltas = box_to_delta( # <<<<<<<<<<<<<< - * sampled_anchor, sampled_gt, - * np.asarray([1., 1., 1., 1.]) - */ - __pyx_t_11 = __pyx_f_5cyops_6target_box_to_delta( - ((PyArrayObject *)__pyx_v_sampled_anchor), - ((PyArrayObject *)__pyx_v_sampled_gt), - ((PyArrayObject *)__pyx_t_5)); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 66, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_XDECREF_SET(__pyx_v_box_deltas, __pyx_t_11); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":71 - * ) - * - * if i == 0: # <<<<<<<<<<<<<< - * loc_indexes = sampled_loc_inds - * score_indexes = sampled_score_inds - */ - __pyx_t_8 = ((__pyx_v_i == 0) != 0); - if (__pyx_t_8) { - /* "cyops/target.pyx":72 - * - * if i == 0: - * loc_indexes = sampled_loc_inds # <<<<<<<<<<<<<< - * score_indexes = sampled_score_inds - * tgt_labels = labels - */ - if (!(likely(((__pyx_v_sampled_loc_inds) == Py_None) || - likely(__Pyx_TypeTest(__pyx_v_sampled_loc_inds, - __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 72, __pyx_L1_error) - __pyx_t_11 = __pyx_v_sampled_loc_inds; - __Pyx_INCREF(__pyx_t_11); - __Pyx_XDECREF_SET(__pyx_v_loc_indexes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":73 - * if i == 0: - * loc_indexes = sampled_loc_inds - * score_indexes = sampled_score_inds # <<<<<<<<<<<<<< - * tgt_labels = labels - * tgt_bboxes = box_deltas - */ - if (!(likely(((__pyx_v_sampled_score_inds) == Py_None) || - likely(__Pyx_TypeTest(__pyx_v_sampled_score_inds, - __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 73, __pyx_L1_error) - __pyx_t_11 = __pyx_v_sampled_score_inds; - __Pyx_INCREF(__pyx_t_11); - __Pyx_XDECREF_SET(__pyx_v_score_indexes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":74 - * loc_indexes = sampled_loc_inds - * score_indexes = sampled_score_inds - * tgt_labels = labels # <<<<<<<<<<<<<< - * tgt_bboxes = box_deltas - * bbox_inside_weights = bbox_inside_weight - */ - __Pyx_INCREF(((PyObject *)__pyx_v_labels)); - __Pyx_XDECREF_SET(__pyx_v_tgt_labels, __pyx_v_labels); - - /* "cyops/target.pyx":75 - * score_indexes = sampled_score_inds - * tgt_labels = labels - * tgt_bboxes = box_deltas # <<<<<<<<<<<<<< - * bbox_inside_weights = bbox_inside_weight - * else: - */ - if (!(likely(((__pyx_v_box_deltas) == Py_None) || - likely(__Pyx_TypeTest(__pyx_v_box_deltas, - __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 75, __pyx_L1_error) - __pyx_t_11 = __pyx_v_box_deltas; - __Pyx_INCREF(__pyx_t_11); - __Pyx_XDECREF_SET(__pyx_v_tgt_bboxes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":76 - * tgt_labels = labels - * tgt_bboxes = box_deltas - * bbox_inside_weights = bbox_inside_weight # - * <<<<<<<<<<<<<< - * else: - * loc_indexes = np.concatenate( - */ - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weight)); - __Pyx_XDECREF_SET(__pyx_v_bbox_inside_weights, - __pyx_v_bbox_inside_weight); - - /* "cyops/target.pyx":71 - * ) - * - * if i == 0: # <<<<<<<<<<<<<< - * loc_indexes = sampled_loc_inds - * score_indexes = sampled_score_inds - */ - goto __pyx_L8; - } - - /* "cyops/target.pyx":78 - * bbox_inside_weights = bbox_inside_weight - * else: - * loc_indexes = np.concatenate( # <<<<<<<<<<<<<< - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * score_indexes = np.concatenate( - */ - /*else*/ { - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 78, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 78, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":79 - * else: - * loc_indexes = np.concatenate( - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * # <<<<<<<<<<<<<< - * score_indexes = np.concatenate( - * [score_indexes, sampled_score_inds + i * anchor_num]) - */ - if (unlikely(!__pyx_v_loc_indexes)) { - __Pyx_RaiseUnboundLocalError("loc_indexes"); - __PYX_ERR(0, 79, __pyx_L1_error) - } - __pyx_t_5 = __Pyx_PyInt_From_int((__pyx_v_i * __pyx_v_anchor_num)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_12 = PyNumber_Add(__pyx_v_sampled_loc_inds, __pyx_t_5); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyList_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_v_loc_indexes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_loc_indexes)); - PyList_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_loc_indexes)); - __Pyx_GIVEREF(__pyx_t_12); - PyList_SET_ITEM(__pyx_t_5, 1, __pyx_t_12); - __pyx_t_12 = 0; - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - } - } - __pyx_t_11 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_10, __pyx_t_12, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 78, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":78 - * bbox_inside_weights = bbox_inside_weight - * else: - * loc_indexes = np.concatenate( # <<<<<<<<<<<<<< - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * score_indexes = np.concatenate( - */ - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 78, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_loc_indexes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":80 - * loc_indexes = np.concatenate( - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * score_indexes = np.concatenate( # <<<<<<<<<<<<<< - * [score_indexes, sampled_score_inds + i * anchor_num]) - * tgt_labels = np.concatenate([tgt_labels, labels]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":81 - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * score_indexes = np.concatenate( - * [score_indexes, sampled_score_inds + i * anchor_num]) - * # <<<<<<<<<<<<<< - * tgt_labels = np.concatenate([tgt_labels, labels]) - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) - */ - if (unlikely(!__pyx_v_score_indexes)) { - __Pyx_RaiseUnboundLocalError("score_indexes"); - __PYX_ERR(0, 81, __pyx_L1_error) - } - __pyx_t_10 = __Pyx_PyInt_From_int((__pyx_v_i * __pyx_v_anchor_num)); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 81, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_12 = PyNumber_Add(__pyx_v_sampled_score_inds, __pyx_t_10); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 81, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyList_New(2); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 81, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(((PyObject *)__pyx_v_score_indexes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_score_indexes)); - PyList_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_v_score_indexes)); - __Pyx_GIVEREF(__pyx_t_12); - PyList_SET_ITEM(__pyx_t_10, 1, __pyx_t_12); - __pyx_t_12 = 0; - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_11 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_12, __pyx_t_10) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_10); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":80 - * loc_indexes = np.concatenate( - * [loc_indexes, sampled_loc_inds + i * anchor_num]) - * score_indexes = np.concatenate( # <<<<<<<<<<<<<< - * [score_indexes, sampled_score_inds + i * anchor_num]) - * tgt_labels = np.concatenate([tgt_labels, labels]) - */ - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_score_indexes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":82 - * score_indexes = np.concatenate( - * [score_indexes, sampled_score_inds + i * anchor_num]) - * tgt_labels = np.concatenate([tgt_labels, labels]) # - * <<<<<<<<<<<<<< - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) - * bbox_inside_weights = np.vstack([bbox_inside_weights, \ - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_v_tgt_labels)) { - __Pyx_RaiseUnboundLocalError("tgt_labels"); - __PYX_ERR(0, 82, __pyx_L1_error) - } - __pyx_t_5 = PyList_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_v_tgt_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_tgt_labels)); - PyList_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_tgt_labels)); - __Pyx_INCREF(((PyObject *)__pyx_v_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_labels)); - PyList_SET_ITEM(__pyx_t_5, 1, ((PyObject *)__pyx_v_labels)); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - } - } - __pyx_t_11 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_10, __pyx_t_12, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 82, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_tgt_labels, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":83 - * [score_indexes, sampled_score_inds + i * anchor_num]) - * tgt_labels = np.concatenate([tgt_labels, labels]) - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) # - * <<<<<<<<<<<<<< - * bbox_inside_weights = np.vstack([bbox_inside_weights, \ - * bbox_inside_weight]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_vstack); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_v_tgt_bboxes)) { - __Pyx_RaiseUnboundLocalError("tgt_bboxes"); - __PYX_ERR(0, 83, __pyx_L1_error) - } - __pyx_t_10 = PyList_New(2); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(((PyObject *)__pyx_v_tgt_bboxes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_tgt_bboxes)); - PyList_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_v_tgt_bboxes)); - __Pyx_INCREF(__pyx_v_box_deltas); - __Pyx_GIVEREF(__pyx_v_box_deltas); - PyList_SET_ITEM(__pyx_t_10, 1, __pyx_v_box_deltas); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_11 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_12, __pyx_t_10) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_10); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_tgt_bboxes, ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":84 - * tgt_labels = np.concatenate([tgt_labels, labels]) - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) - * bbox_inside_weights = np.vstack([bbox_inside_weights, \ - * # <<<<<<<<<<<<<< - * bbox_inside_weight]) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_vstack); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_v_bbox_inside_weights)) { - __Pyx_RaiseUnboundLocalError("bbox_inside_weights"); - __PYX_ERR(0, 84, __pyx_L1_error) - } - - /* "cyops/target.pyx":85 - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) - * bbox_inside_weights = np.vstack([bbox_inside_weights, \ - * bbox_inside_weight]) - * # <<<<<<<<<<<<<< - * - * return loc_indexes, score_indexes, tgt_labels, tgt_bboxes, - * bbox_inside_weights - */ - __pyx_t_5 = PyList_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weights)); - PyList_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weight)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weight)); - PyList_SET_ITEM(__pyx_t_5, 1, ((PyObject *)__pyx_v_bbox_inside_weight)); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_12)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - } - } - __pyx_t_11 = - (__pyx_t_12) - ? __Pyx_PyObject_Call2Args(__pyx_t_10, __pyx_t_12, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_12); - __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":84 - * tgt_labels = np.concatenate([tgt_labels, labels]) - * tgt_bboxes = np.vstack([tgt_bboxes, box_deltas]) - * bbox_inside_weights = np.vstack([bbox_inside_weights, \ - * # <<<<<<<<<<<<<< - * bbox_inside_weight]) - * - */ - if (!(likely( - ((__pyx_t_11) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_11, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_bbox_inside_weights, - ((PyArrayObject *)__pyx_t_11)); - __pyx_t_11 = 0; - } - __pyx_L8:; - } - - /* "cyops/target.pyx":87 - * bbox_inside_weight]) - * - * return loc_indexes, score_indexes, tgt_labels, tgt_bboxes, - * bbox_inside_weights # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - if (unlikely(!__pyx_v_loc_indexes)) { - __Pyx_RaiseUnboundLocalError("loc_indexes"); - __PYX_ERR(0, 87, __pyx_L1_error) - } - if (unlikely(!__pyx_v_score_indexes)) { - __Pyx_RaiseUnboundLocalError("score_indexes"); - __PYX_ERR(0, 87, __pyx_L1_error) - } - if (unlikely(!__pyx_v_tgt_labels)) { - __Pyx_RaiseUnboundLocalError("tgt_labels"); - __PYX_ERR(0, 87, __pyx_L1_error) - } - if (unlikely(!__pyx_v_tgt_bboxes)) { - __Pyx_RaiseUnboundLocalError("tgt_bboxes"); - __PYX_ERR(0, 87, __pyx_L1_error) - } - if (unlikely(!__pyx_v_bbox_inside_weights)) { - __Pyx_RaiseUnboundLocalError("bbox_inside_weights"); - __PYX_ERR(0, 87, __pyx_L1_error) - } - __pyx_t_11 = PyTuple_New(5); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_INCREF(((PyObject *)__pyx_v_loc_indexes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_loc_indexes)); - PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_v_loc_indexes)); - __Pyx_INCREF(((PyObject *)__pyx_v_score_indexes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_score_indexes)); - PyTuple_SET_ITEM(__pyx_t_11, 1, ((PyObject *)__pyx_v_score_indexes)); - __Pyx_INCREF(((PyObject *)__pyx_v_tgt_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_tgt_labels)); - PyTuple_SET_ITEM(__pyx_t_11, 2, ((PyObject *)__pyx_v_tgt_labels)); - __Pyx_INCREF(((PyObject *)__pyx_v_tgt_bboxes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_tgt_bboxes)); - PyTuple_SET_ITEM(__pyx_t_11, 3, ((PyObject *)__pyx_v_tgt_bboxes)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weights)); - PyTuple_SET_ITEM(__pyx_t_11, 4, ((PyObject *)__pyx_v_bbox_inside_weights)); - __pyx_r = __pyx_t_11; - __pyx_t_11 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":9 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cpdef rpn_target_assign( # <<<<<<<<<<<<<< -* np.ndarray anchor_box, -* np.ndarray gt_boxes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_9); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - __Pyx_XDECREF(__pyx_t_14); - __Pyx_AddTraceback("cyops.target.rpn_target_assign", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_inds_inside); - __Pyx_XDECREF((PyObject *)__pyx_v_inside_anchors); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_boxes_slice); - __Pyx_XDECREF((PyObject *)__pyx_v_is_crowd_slice); - __Pyx_XDECREF((PyObject *)__pyx_v_not_crowd_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_iou); - __Pyx_XDECREF((PyObject *)__pyx_v_loc_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_score_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weight); - __Pyx_XDECREF((PyObject *)__pyx_v_loc_indexes); - __Pyx_XDECREF((PyObject *)__pyx_v_score_indexes); - __Pyx_XDECREF((PyObject *)__pyx_v_tgt_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_tgt_bboxes); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weights); - __Pyx_XDECREF(__pyx_v_sampled_loc_inds); - __Pyx_XDECREF(__pyx_v_sampled_score_inds); - __Pyx_XDECREF(__pyx_v_sampled_anchor); - __Pyx_XDECREF(__pyx_v_sampled_gt); - __Pyx_XDECREF(__pyx_v_box_deltas); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_6target_1rpn_target_assign( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyObject *__pyx_pw_5cyops_6target_1rpn_target_assign( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_anchor_box = 0; - PyArrayObject *__pyx_v_gt_boxes = 0; - PyArrayObject *__pyx_v_is_crowd = 0; - PyArrayObject *__pyx_v_im_info = 0; - float __pyx_v_rpn_straddle_thresh; - int __pyx_v_rpn_batch_size_per_im; - float __pyx_v_rpn_positive_overlap; - float __pyx_v_rpn_negative_overlap; - float __pyx_v_rpn_fg_fraction; - int __pyx_v_use_random; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "rpn_target_assign (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_anchor_box, - &__pyx_n_s_gt_boxes, - &__pyx_n_s_is_crowd, - &__pyx_n_s_im_info, - &__pyx_n_s_rpn_straddle_thresh, - &__pyx_n_s_rpn_batch_size_per_im, - &__pyx_n_s_rpn_positive_overlap, - &__pyx_n_s_rpn_negative_overlap, - &__pyx_n_s_rpn_fg_fraction, - &__pyx_n_s_use_random, - 0}; - PyObject *values[10] = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 10: - values[9] = PyTuple_GET_ITEM(__pyx_args, 9); - CYTHON_FALLTHROUGH; - case 9: - values[8] = PyTuple_GET_ITEM(__pyx_args, 8); - CYTHON_FALLTHROUGH; - case 8: - values[7] = PyTuple_GET_ITEM(__pyx_args, 7); - CYTHON_FALLTHROUGH; - case 7: - values[6] = PyTuple_GET_ITEM(__pyx_args, 6); - CYTHON_FALLTHROUGH; - case 6: - values[5] = PyTuple_GET_ITEM(__pyx_args, 5); - CYTHON_FALLTHROUGH; - case 5: - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_anchor_box)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_boxes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 1); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 2: - if (likely((values[2] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_is_crowd)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 2); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 3: - if (likely((values[3] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_im_info)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 3); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 4: - if (likely((values[4] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_straddle_thresh)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 4); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 5: - if (likely((values[5] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_batch_size_per_im)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 5); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 6: - if (likely((values[6] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_positive_overlap)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 6); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 7: - if (likely((values[7] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_negative_overlap)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 7); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 8: - if (likely((values[8] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_fg_fraction)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("rpn_target_assign", 0, 9, 10, 8); - __PYX_ERR(0, 9, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 9: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_use_random); - if (value) { - values[9] = value; - kw_args--; - } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "rpn_target_assign") < 0)) - __PYX_ERR(0, 9, __pyx_L3_error) - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 10: - values[9] = PyTuple_GET_ITEM(__pyx_args, 9); - CYTHON_FALLTHROUGH; - case 9: - values[8] = PyTuple_GET_ITEM(__pyx_args, 8); - values[7] = PyTuple_GET_ITEM(__pyx_args, 7); - values[6] = PyTuple_GET_ITEM(__pyx_args, 6); - values[5] = PyTuple_GET_ITEM(__pyx_args, 5); - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: - goto __pyx_L5_argtuple_error; - } - } - __pyx_v_anchor_box = ((PyArrayObject *)values[0]); - __pyx_v_gt_boxes = ((PyArrayObject *)values[1]); - __pyx_v_is_crowd = ((PyArrayObject *)values[2]); - __pyx_v_im_info = ((PyArrayObject *)values[3]); - __pyx_v_rpn_straddle_thresh = __pyx_PyFloat_AsFloat(values[4]); - if (unlikely((__pyx_v_rpn_straddle_thresh == (float)-1) && - PyErr_Occurred())) - __PYX_ERR(0, 14, __pyx_L3_error) - __pyx_v_rpn_batch_size_per_im = __Pyx_PyInt_As_int(values[5]); - if (unlikely((__pyx_v_rpn_batch_size_per_im == (int)-1) && - PyErr_Occurred())) - __PYX_ERR(0, 15, __pyx_L3_error) - __pyx_v_rpn_positive_overlap = __pyx_PyFloat_AsFloat(values[6]); - if (unlikely((__pyx_v_rpn_positive_overlap == (float)-1) && - PyErr_Occurred())) - __PYX_ERR(0, 16, __pyx_L3_error) - __pyx_v_rpn_negative_overlap = __pyx_PyFloat_AsFloat(values[7]); - if (unlikely((__pyx_v_rpn_negative_overlap == (float)-1) && - PyErr_Occurred())) - __PYX_ERR(0, 17, __pyx_L3_error) - __pyx_v_rpn_fg_fraction = __pyx_PyFloat_AsFloat(values[8]); - if (unlikely((__pyx_v_rpn_fg_fraction == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 18, __pyx_L3_error) - if (values[9]) { - __pyx_v_use_random = __Pyx_PyObject_IsTrue(values[9]); - if (unlikely((__pyx_v_use_random == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 19, __pyx_L3_error) - } else { - /* "cyops/target.pyx":19 - * float rpn_negative_overlap, - * float rpn_fg_fraction, - * bint use_random=False): # <<<<<<<<<<<<<< - * - * cdef int anchor_num = anchor_box.shape[0] - */ - __pyx_v_use_random = ((int)0); - } - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "rpn_target_assign", 0, 9, 10, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 9, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback("cyops.target.rpn_target_assign", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_anchor_box), - __pyx_ptype_5numpy_ndarray, - 1, - "anchor_box", - 0))) - __PYX_ERR(0, 10, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_boxes", - 0))) - __PYX_ERR(0, 11, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_is_crowd), - __pyx_ptype_5numpy_ndarray, - 1, - "is_crowd", - 0))) - __PYX_ERR(0, 12, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_im_info), - __pyx_ptype_5numpy_ndarray, - 1, - "im_info", - 0))) - __PYX_ERR(0, 13, __pyx_L1_error) - __pyx_r = - __pyx_pf_5cyops_6target_rpn_target_assign(__pyx_self, - __pyx_v_anchor_box, - __pyx_v_gt_boxes, - __pyx_v_is_crowd, - __pyx_v_im_info, - __pyx_v_rpn_straddle_thresh, - __pyx_v_rpn_batch_size_per_im, - __pyx_v_rpn_positive_overlap, - __pyx_v_rpn_negative_overlap, - __pyx_v_rpn_fg_fraction, - __pyx_v_use_random); - - /* "cyops/target.pyx":9 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cpdef rpn_target_assign( # <<<<<<<<<<<<<< - * np.ndarray anchor_box, - * np.ndarray gt_boxes, - */ - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_6target_rpn_target_assign( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_anchor_box, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_im_info, - float __pyx_v_rpn_straddle_thresh, - int __pyx_v_rpn_batch_size_per_im, - float __pyx_v_rpn_positive_overlap, - float __pyx_v_rpn_negative_overlap, - float __pyx_v_rpn_fg_fraction, - int __pyx_v_use_random) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - struct __pyx_opt_args_5cyops_6target_rpn_target_assign __pyx_t_2; - __Pyx_RefNannySetupContext("rpn_target_assign", 0); - __Pyx_XDECREF(__pyx_r); - __pyx_t_2.__pyx_n = 1; - __pyx_t_2.use_random = __pyx_v_use_random; - __pyx_t_1 = - __pyx_f_5cyops_6target_rpn_target_assign(__pyx_v_anchor_box, - __pyx_v_gt_boxes, - __pyx_v_is_crowd, - __pyx_v_im_info, - __pyx_v_rpn_straddle_thresh, - __pyx_v_rpn_batch_size_per_im, - __pyx_v_rpn_positive_overlap, - __pyx_v_rpn_negative_overlap, - __pyx_v_rpn_fg_fraction, - 0, - &__pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 9, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("cyops.target.rpn_target_assign", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":93 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef sample_anchor_cy( # <<<<<<<<<<<<<< - * np.ndarray anchor_by_gt_overlap, - * int rpn_batch_size_per_im, - */ - -static PyObject *__pyx_f_5cyops_6target_sample_anchor_cy( - PyArrayObject *__pyx_v_anchor_by_gt_overlap, - int __pyx_v_rpn_batch_size_per_im, - float __pyx_v_rpn_positive_overlap, - float __pyx_v_rpn_negative_overlap, - float __pyx_v_rpn_fg_fraction, - struct __pyx_opt_args_5cyops_6target_sample_anchor_cy - *__pyx_optional_args) { - /* "cyops/target.pyx":99 - * float rpn_negative_overlap, - * float rpn_fg_fraction, - * bint use_random=False): # <<<<<<<<<<<<<< - * - * cdef np.ndarray anchor_to_gt_argmax = anchor_by_gt_overlap.argmax(axis=1) - */ - int __pyx_v_use_random = ((int)0); - PyArrayObject *__pyx_v_anchor_to_gt_argmax = 0; - PyArrayObject *__pyx_v_anchor_to_gt_max = 0; - PyArrayObject *__pyx_v_gt_to_anchor_argmax = 0; - PyArrayObject *__pyx_v_gt_to_anchor_max = 0; - PyArrayObject *__pyx_v_anchors_with_max_overlap = 0; - PyArrayObject *__pyx_v_labels = 0; - int __pyx_v_num_fg; - PyArrayObject *__pyx_v_fg_inds = 0; - PyObject *__pyx_v_disable_inds = NULL; - int __pyx_v_num_bg; - PyArrayObject *__pyx_v_bg_inds = 0; - PyObject *__pyx_v_enable_inds = NULL; - PyArrayObject *__pyx_v_fg_fake_inds = 0; - PyArrayObject *__pyx_v_fg_value = 0; - int __pyx_v_fake_num; - PyObject *__pyx_v_bg_id = NULL; - PyArrayObject *__pyx_v_loc_index = 0; - PyArrayObject *__pyx_v_score_index = 0; - PyArrayObject *__pyx_v_gt_inds = 0; - PyArrayObject *__pyx_v_bbox_inside_weight = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - Py_ssize_t __pyx_t_7; - int __pyx_t_8; - int __pyx_t_9; - PyObject *__pyx_t_10 = NULL; - PyObject *(*__pyx_t_11)(PyObject *); - __Pyx_RefNannySetupContext("sample_anchor_cy", 0); - if (__pyx_optional_args) { - if (__pyx_optional_args->__pyx_n > 0) { - __pyx_v_use_random = __pyx_optional_args->use_random; - } - } - - /* "cyops/target.pyx":101 - * bint use_random=False): - * - * cdef np.ndarray anchor_to_gt_argmax = anchor_by_gt_overlap.argmax(axis=1) - * # <<<<<<<<<<<<<< - * cdef np.ndarray anchor_to_gt_max = anchor_by_gt_overlap[np.arange( - * anchor_by_gt_overlap.shape[0]), anchor_to_gt_argmax] - */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr( - ((PyObject *)__pyx_v_anchor_by_gt_overlap), __pyx_n_s_argmax); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_axis, __pyx_int_1) < 0) - __PYX_ERR(0, 101, __pyx_L1_error) - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 101, __pyx_L1_error) - __pyx_v_anchor_to_gt_argmax = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":102 - * - * cdef np.ndarray anchor_to_gt_argmax = anchor_by_gt_overlap.argmax(axis=1) - * cdef np.ndarray anchor_to_gt_max = anchor_by_gt_overlap[np.arange( - * # <<<<<<<<<<<<<< - * anchor_by_gt_overlap.shape[0]), anchor_to_gt_argmax] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_arange); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":103 - * cdef np.ndarray anchor_to_gt_argmax = anchor_by_gt_overlap.argmax(axis=1) - * cdef np.ndarray anchor_to_gt_max = anchor_by_gt_overlap[np.arange( - * anchor_by_gt_overlap.shape[0]), anchor_to_gt_argmax] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray gt_to_anchor_argmax = anchor_by_gt_overlap.argmax(axis=0) - */ - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t( - (__pyx_v_anchor_by_gt_overlap->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 103, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":102 - * - * cdef np.ndarray anchor_to_gt_argmax = anchor_by_gt_overlap.argmax(axis=1) - * cdef np.ndarray anchor_to_gt_max = anchor_by_gt_overlap[np.arange( - * # <<<<<<<<<<<<<< - * anchor_by_gt_overlap.shape[0]), anchor_to_gt_argmax] - * - */ - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_anchor_to_gt_argmax)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_anchor_to_gt_argmax)); - PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_anchor_to_gt_argmax)); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_by_gt_overlap), - __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 102, __pyx_L1_error) - __pyx_v_anchor_to_gt_max = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":105 - * anchor_by_gt_overlap.shape[0]), anchor_to_gt_argmax] - * - * cdef np.ndarray gt_to_anchor_argmax = anchor_by_gt_overlap.argmax(axis=0) - * # <<<<<<<<<<<<<< - * cdef np.ndarray gt_to_anchor_max = - * anchor_by_gt_overlap[gt_to_anchor_argmax, np.arange( - * anchor_by_gt_overlap.shape[1])] - */ - __pyx_t_3 = __Pyx_PyObject_GetAttrStr( - ((PyObject *)__pyx_v_anchor_by_gt_overlap), __pyx_n_s_argmax); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 105, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 105, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 105, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 105, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 105, __pyx_L1_error) - __pyx_v_gt_to_anchor_argmax = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":106 - * - * cdef np.ndarray gt_to_anchor_argmax = anchor_by_gt_overlap.argmax(axis=0) - * cdef np.ndarray gt_to_anchor_max = - * anchor_by_gt_overlap[gt_to_anchor_argmax, np.arange( # - * <<<<<<<<<<<<<< - * anchor_by_gt_overlap.shape[1])] - * cdef np.ndarray anchors_with_max_overlap = np.where( - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_arange); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":107 - * cdef np.ndarray gt_to_anchor_argmax = anchor_by_gt_overlap.argmax(axis=0) - * cdef np.ndarray gt_to_anchor_max = - * anchor_by_gt_overlap[gt_to_anchor_argmax, np.arange( - * anchor_by_gt_overlap.shape[1])] # <<<<<<<<<<<<<< - * cdef np.ndarray anchors_with_max_overlap = np.where( - * anchor_by_gt_overlap == gt_to_anchor_max)[0] - */ - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t( - (__pyx_v_anchor_by_gt_overlap->dimensions[1])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 107, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_2 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":106 - * - * cdef np.ndarray gt_to_anchor_argmax = anchor_by_gt_overlap.argmax(axis=0) - * cdef np.ndarray gt_to_anchor_max = - * anchor_by_gt_overlap[gt_to_anchor_argmax, np.arange( # - * <<<<<<<<<<<<<< - * anchor_by_gt_overlap.shape[1])] - * cdef np.ndarray anchors_with_max_overlap = np.where( - */ - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_gt_to_anchor_argmax)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_gt_to_anchor_argmax)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_gt_to_anchor_argmax)); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_by_gt_overlap), - __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 106, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 106, __pyx_L1_error) - __pyx_v_gt_to_anchor_max = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":108 - * cdef np.ndarray gt_to_anchor_max = - * anchor_by_gt_overlap[gt_to_anchor_argmax, np.arange( - * anchor_by_gt_overlap.shape[1])] - * cdef np.ndarray anchors_with_max_overlap = np.where( # - * <<<<<<<<<<<<<< - * anchor_by_gt_overlap == gt_to_anchor_max)[0] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 108, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_where); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 108, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":109 - * anchor_by_gt_overlap.shape[1])] - * cdef np.ndarray anchors_with_max_overlap = np.where( - * anchor_by_gt_overlap == gt_to_anchor_max)[0] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray labels = np.ones((anchor_by_gt_overlap.shape[0], ), - * dtype=np.int32) * -1 - */ - __pyx_t_3 = PyObject_RichCompare(((PyObject *)__pyx_v_anchor_by_gt_overlap), - ((PyObject *)__pyx_v_gt_to_anchor_max), - Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 109, __pyx_L1_error) - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_2 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_4, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 108, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 109, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 109, __pyx_L1_error) - __pyx_v_anchors_with_max_overlap = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":111 - * anchor_by_gt_overlap == gt_to_anchor_max)[0] - * - * cdef np.ndarray labels = np.ones((anchor_by_gt_overlap.shape[0], ), - * dtype=np.int32) * -1 # <<<<<<<<<<<<<< - * labels[anchors_with_max_overlap] = 1 - * labels[anchor_to_gt_max >= rpn_positive_overlap] = 1 - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_ones); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t( - (__pyx_v_anchor_by_gt_overlap->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_int32); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_5) < 0) - __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyNumber_Multiply(__pyx_t_5, __pyx_int_neg_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 111, __pyx_L1_error) - __pyx_v_labels = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":112 - * - * cdef np.ndarray labels = np.ones((anchor_by_gt_overlap.shape[0], ), - * dtype=np.int32) * -1 - * labels[anchors_with_max_overlap] = 1 # <<<<<<<<<<<<<< - * labels[anchor_to_gt_max >= rpn_positive_overlap] = 1 - * - */ - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_labels), - ((PyObject *)__pyx_v_anchors_with_max_overlap), - __pyx_int_1) < 0)) - __PYX_ERR(0, 112, __pyx_L1_error) - - /* "cyops/target.pyx":113 - * cdef np.ndarray labels = np.ones((anchor_by_gt_overlap.shape[0], ), - * dtype=np.int32) * -1 - * labels[anchors_with_max_overlap] = 1 - * labels[anchor_to_gt_max >= rpn_positive_overlap] = 1 # - * <<<<<<<<<<<<<< - * - * cdef int num_fg = int(rpn_fg_fraction * rpn_batch_size_per_im) - */ - __pyx_t_3 = PyFloat_FromDouble(__pyx_v_rpn_positive_overlap); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = PyObject_RichCompare( - ((PyObject *)__pyx_v_anchor_to_gt_max), __pyx_t_3, Py_GE); - __Pyx_XGOTREF(__pyx_t_5); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem( - ((PyObject *)__pyx_v_labels), __pyx_t_5, __pyx_int_1) < 0)) - __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":115 - * labels[anchor_to_gt_max >= rpn_positive_overlap] = 1 - * - * cdef int num_fg = int(rpn_fg_fraction * rpn_batch_size_per_im) - * # <<<<<<<<<<<<<< - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] - * if len(fg_inds) > num_fg and use_random: - */ - __pyx_v_num_fg = - ((int)(__pyx_v_rpn_fg_fraction * __pyx_v_rpn_batch_size_per_im)); - - /* "cyops/target.pyx":116 - * - * cdef int num_fg = int(rpn_fg_fraction * rpn_batch_size_per_im) - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] # - * <<<<<<<<<<<<<< - * if len(fg_inds) > num_fg and use_random: - * disable_inds = np.random.choice( - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_where); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - PyObject_RichCompare(((PyObject *)__pyx_v_labels), __pyx_int_1, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 116, __pyx_L1_error) - __pyx_t_2 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_5 = (__pyx_t_2) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_2, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - __Pyx_GetItemInt(__pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 116, __pyx_L1_error) - __pyx_v_fg_inds = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":117 - * cdef int num_fg = int(rpn_fg_fraction * rpn_batch_size_per_im) - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] - * if len(fg_inds) > num_fg and use_random: # <<<<<<<<<<<<<< - * disable_inds = np.random.choice( - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - */ - __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_fg_inds)); - if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) __PYX_ERR(0, 117, __pyx_L1_error) - __pyx_t_8 = ((__pyx_t_7 > __pyx_v_num_fg) != 0); - if (__pyx_t_8) { - } else { - __pyx_t_6 = __pyx_t_8; - goto __pyx_L4_bool_binop_done; - } - __pyx_t_8 = (__pyx_v_use_random != 0); - __pyx_t_6 = __pyx_t_8; -__pyx_L4_bool_binop_done:; - if (__pyx_t_6) { - /* "cyops/target.pyx":118 - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] - * if len(fg_inds) > num_fg and use_random: - * disable_inds = np.random.choice( # <<<<<<<<<<<<<< - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - * else: - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_random); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_choice); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":119 - * if len(fg_inds) > num_fg and use_random: - * disable_inds = np.random.choice( - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - * # <<<<<<<<<<<<<< - * else: - * disable_inds = fg_inds[num_fg:] - */ - __pyx_t_5 = PyTuple_New(1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_inds)); - PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_fg_inds)); - __pyx_t_3 = __Pyx_PyDict_NewPresized(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_fg_inds)); - if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) - __PYX_ERR(0, 119, __pyx_L1_error) - __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_7 - __pyx_v_num_fg)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_size, __pyx_t_2) < 0) - __PYX_ERR(0, 119, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_replace, Py_False) < 0) - __PYX_ERR(0, 119, __pyx_L1_error) - - /* "cyops/target.pyx":118 - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] - * if len(fg_inds) > num_fg and use_random: - * disable_inds = np.random.choice( # <<<<<<<<<<<<<< - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - * else: - */ - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_disable_inds = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/target.pyx":117 - * cdef int num_fg = int(rpn_fg_fraction * rpn_batch_size_per_im) - * cdef np.ndarray fg_inds = np.where(labels == 1)[0] - * if len(fg_inds) > num_fg and use_random: # <<<<<<<<<<<<<< - * disable_inds = np.random.choice( - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - */ - goto __pyx_L3; - } - - /* "cyops/target.pyx":121 - * fg_inds, size=(len(fg_inds) - num_fg), replace=False) - * else: - * disable_inds = fg_inds[num_fg:] # <<<<<<<<<<<<<< - * - * labels[disable_inds] = -1 - */ - /*else*/ { - __pyx_t_2 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_fg_inds), - __pyx_v_num_fg, - 0, - NULL, - NULL, - NULL, - 1, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 121, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_v_disable_inds = __pyx_t_2; - __pyx_t_2 = 0; - } -__pyx_L3:; - - /* "cyops/target.pyx":123 - * disable_inds = fg_inds[num_fg:] - * - * labels[disable_inds] = -1 # <<<<<<<<<<<<<< - * fg_inds = np.where(labels == 1)[0] - * - */ - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_labels), - __pyx_v_disable_inds, - __pyx_int_neg_1) < 0)) - __PYX_ERR(0, 123, __pyx_L1_error) - - /* "cyops/target.pyx":124 - * - * labels[disable_inds] = -1 - * fg_inds = np.where(labels == 1)[0] # <<<<<<<<<<<<<< - * - * cdef int num_bg = rpn_batch_size_per_im - np.sum(labels == 1) - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_where); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - PyObject_RichCompare(((PyObject *)__pyx_v_labels), __pyx_int_1, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 124, __pyx_L1_error) - __pyx_t_1 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_1)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_2 = (__pyx_t_1) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_1, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_fg_inds, ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":126 - * fg_inds = np.where(labels == 1)[0] - * - * cdef int num_bg = rpn_batch_size_per_im - np.sum(labels == 1) - * # <<<<<<<<<<<<<< - * cdef np.ndarray bg_inds = np.where(anchor_to_gt_max < - * rpn_negative_overlap)[0] - * if len(bg_inds) > num_bg and use_random: - */ - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_rpn_batch_size_per_im); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_sum); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - PyObject_RichCompare(((PyObject *)__pyx_v_labels), __pyx_int_1, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 126, __pyx_L1_error) - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_2 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_4, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Subtract(__pyx_t_5, __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_1); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 126, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_num_bg = __pyx_t_9; - - /* "cyops/target.pyx":127 - * - * cdef int num_bg = rpn_batch_size_per_im - np.sum(labels == 1) - * cdef np.ndarray bg_inds = np.where(anchor_to_gt_max < - * rpn_negative_overlap)[0] # <<<<<<<<<<<<<< - * if len(bg_inds) > num_bg and use_random: - * enable_inds = bg_inds[np.random.randint(len(bg_inds), size=num_bg)] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_where); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyFloat_FromDouble(__pyx_v_rpn_negative_overlap); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyObject_RichCompare( - ((PyObject *)__pyx_v_anchor_to_gt_max), __pyx_t_2, Py_LT); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_1 = (__pyx_t_2) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_2, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 127, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 127, __pyx_L1_error) - __pyx_v_bg_inds = ((PyArrayObject *)__pyx_t_5); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":128 - * cdef int num_bg = rpn_batch_size_per_im - np.sum(labels == 1) - * cdef np.ndarray bg_inds = np.where(anchor_to_gt_max < - * rpn_negative_overlap)[0] - * if len(bg_inds) > num_bg and use_random: # <<<<<<<<<<<<<< - * enable_inds = bg_inds[np.random.randint(len(bg_inds), size=num_bg)] - * else: - */ - __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_bg_inds)); - if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) __PYX_ERR(0, 128, __pyx_L1_error) - __pyx_t_8 = ((__pyx_t_7 > __pyx_v_num_bg) != 0); - if (__pyx_t_8) { - } else { - __pyx_t_6 = __pyx_t_8; - goto __pyx_L7_bool_binop_done; - } - __pyx_t_8 = (__pyx_v_use_random != 0); - __pyx_t_6 = __pyx_t_8; -__pyx_L7_bool_binop_done:; - if (__pyx_t_6) { - /* "cyops/target.pyx":129 - * cdef np.ndarray bg_inds = np.where(anchor_to_gt_max < - * rpn_negative_overlap)[0] - * if len(bg_inds) > num_bg and use_random: - * enable_inds = bg_inds[np.random.randint(len(bg_inds), size=num_bg)] - * # <<<<<<<<<<<<<< - * else: - * enable_inds = bg_inds[:num_bg] - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_random); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_randint); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_bg_inds)); - if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) - __PYX_ERR(0, 129, __pyx_L1_error) - __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_7); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_num_bg); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_size, __pyx_t_2) < 0) - __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_bg_inds), __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_enable_inds = __pyx_t_1; - __pyx_t_1 = 0; - - /* "cyops/target.pyx":128 - * cdef int num_bg = rpn_batch_size_per_im - np.sum(labels == 1) - * cdef np.ndarray bg_inds = np.where(anchor_to_gt_max < - * rpn_negative_overlap)[0] - * if len(bg_inds) > num_bg and use_random: # <<<<<<<<<<<<<< - * enable_inds = bg_inds[np.random.randint(len(bg_inds), size=num_bg)] - * else: - */ - goto __pyx_L6; - } - - /* "cyops/target.pyx":131 - * enable_inds = bg_inds[np.random.randint(len(bg_inds), size=num_bg)] - * else: - * enable_inds = bg_inds[:num_bg] # <<<<<<<<<<<<<< - * - * cdef np.ndarray fg_fake_inds = np.array([], np.int32) - */ - /*else*/ { - __pyx_t_1 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_bg_inds), - 0, - __pyx_v_num_bg, - NULL, - NULL, - NULL, - 0, - 1, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 131, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_enable_inds = __pyx_t_1; - __pyx_t_1 = 0; - } -__pyx_L6:; - - /* "cyops/target.pyx":133 - * enable_inds = bg_inds[:num_bg] - * - * cdef np.ndarray fg_fake_inds = np.array([], np.int32) # - * <<<<<<<<<<<<<< - * cdef np.ndarray fg_value = np.array([fg_inds[0]], np.int32) - * cdef int fake_num = 0 - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_array); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyList_New(0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int32); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_9 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_9 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_9, 2 + __pyx_t_9); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_9, 2 + __pyx_t_9); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_10 = PyTuple_New(2 + __pyx_t_9); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_10, 0 + __pyx_t_9, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_10, 1 + __pyx_t_9, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_10, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 133, __pyx_L1_error) - __pyx_v_fg_fake_inds = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":134 - * - * cdef np.ndarray fg_fake_inds = np.array([], np.int32) - * cdef np.ndarray fg_value = np.array([fg_inds[0]], np.int32) # - * <<<<<<<<<<<<<< - * cdef int fake_num = 0 - * for bg_id in enable_inds: - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_array); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_fg_inds), - 0, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyList_New(1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_3); - PyList_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_int32); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - __pyx_t_9 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - __pyx_t_9 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_4, __pyx_t_2}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_9, 2 + __pyx_t_9); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_4, __pyx_t_2}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_9, 2 + __pyx_t_9); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } else -#endif - { - __pyx_t_5 = PyTuple_New(2 + __pyx_t_9); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (__pyx_t_3) { - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); - __pyx_t_3 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 0 + __pyx_t_9, __pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 1 + __pyx_t_9, __pyx_t_2); - __pyx_t_4 = 0; - __pyx_t_2 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_5, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 134, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 134, __pyx_L1_error) - __pyx_v_fg_value = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":135 - * cdef np.ndarray fg_fake_inds = np.array([], np.int32) - * cdef np.ndarray fg_value = np.array([fg_inds[0]], np.int32) - * cdef int fake_num = 0 # <<<<<<<<<<<<<< - * for bg_id in enable_inds: - * if bg_id in fg_inds: - */ - __pyx_v_fake_num = 0; - - /* "cyops/target.pyx":136 - * cdef np.ndarray fg_value = np.array([fg_inds[0]], np.int32) - * cdef int fake_num = 0 - * for bg_id in enable_inds: # <<<<<<<<<<<<<< - * if bg_id in fg_inds: - * fake_num += 1 - */ - if (likely(PyList_CheckExact(__pyx_v_enable_inds)) || - PyTuple_CheckExact(__pyx_v_enable_inds)) { - __pyx_t_1 = __pyx_v_enable_inds; - __Pyx_INCREF(__pyx_t_1); - __pyx_t_7 = 0; - __pyx_t_11 = NULL; - } else { - __pyx_t_7 = -1; - __pyx_t_1 = PyObject_GetIter(__pyx_v_enable_inds); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_11 = Py_TYPE(__pyx_t_1)->tp_iternext; - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 136, __pyx_L1_error) - } - for (;;) { - if (likely(!__pyx_t_11)) { - if (likely(PyList_CheckExact(__pyx_t_1))) { - if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_10 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_7); - __Pyx_INCREF(__pyx_t_10); - __pyx_t_7++; - if (unlikely(0 < 0)) __PYX_ERR(0, 136, __pyx_L1_error) -#else - __pyx_t_10 = PySequence_ITEM(__pyx_t_1, __pyx_t_7); - __pyx_t_7++; - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); -#endif - } else { - if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_10 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_7); - __Pyx_INCREF(__pyx_t_10); - __pyx_t_7++; - if (unlikely(0 < 0)) __PYX_ERR(0, 136, __pyx_L1_error) -#else - __pyx_t_10 = PySequence_ITEM(__pyx_t_1, __pyx_t_7); - __pyx_t_7++; - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 136, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); -#endif - } - } else { - __pyx_t_10 = __pyx_t_11(__pyx_t_1); - if (unlikely(!__pyx_t_10)) { - PyObject *exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, - PyExc_StopIteration))) - PyErr_Clear(); - else - __PYX_ERR(0, 136, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_10); - } - __Pyx_XDECREF_SET(__pyx_v_bg_id, __pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":137 - * cdef int fake_num = 0 - * for bg_id in enable_inds: - * if bg_id in fg_inds: # <<<<<<<<<<<<<< - * fake_num += 1 - * fg_fake_inds = np.hstack([fg_fake_inds, fg_value]) - */ - __pyx_t_6 = (__Pyx_PySequence_ContainsTF( - __pyx_v_bg_id, ((PyObject *)__pyx_v_fg_inds), Py_EQ)); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 137, __pyx_L1_error) - __pyx_t_8 = (__pyx_t_6 != 0); - if (__pyx_t_8) { - /* "cyops/target.pyx":138 - * for bg_id in enable_inds: - * if bg_id in fg_inds: - * fake_num += 1 # <<<<<<<<<<<<<< - * fg_fake_inds = np.hstack([fg_fake_inds, fg_value]) - * labels[enable_inds] = 0 - */ - __pyx_v_fake_num = (__pyx_v_fake_num + 1); - - /* "cyops/target.pyx":139 - * if bg_id in fg_inds: - * fake_num += 1 - * fg_fake_inds = np.hstack([fg_fake_inds, fg_value]) # - * <<<<<<<<<<<<<< - * labels[enable_inds] = 0 - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_hstack); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyList_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_fake_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_fake_inds)); - PyList_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_fg_fake_inds)); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_value)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_value)); - PyList_SET_ITEM(__pyx_t_5, 1, ((PyObject *)__pyx_v_fg_value)); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_10 = - (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely( - ((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 139, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_fg_fake_inds, ((PyArrayObject *)__pyx_t_10)); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":137 - * cdef int fake_num = 0 - * for bg_id in enable_inds: - * if bg_id in fg_inds: # <<<<<<<<<<<<<< - * fake_num += 1 - * fg_fake_inds = np.hstack([fg_fake_inds, fg_value]) - */ - } - - /* "cyops/target.pyx":136 - * cdef np.ndarray fg_value = np.array([fg_inds[0]], np.int32) - * cdef int fake_num = 0 - * for bg_id in enable_inds: # <<<<<<<<<<<<<< - * if bg_id in fg_inds: - * fake_num += 1 - */ - } - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":140 - * fake_num += 1 - * fg_fake_inds = np.hstack([fg_fake_inds, fg_value]) - * labels[enable_inds] = 0 # <<<<<<<<<<<<<< - * - * #bbox_inside_weight[fake_num:, :] = 1 - */ - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_labels), - __pyx_v_enable_inds, - __pyx_int_0) < 0)) - __PYX_ERR(0, 140, __pyx_L1_error) - - /* "cyops/target.pyx":144 - * #bbox_inside_weight[fake_num:, :] = 1 - * - * fg_inds = np.where(labels == 1)[0] # <<<<<<<<<<<<<< - * bg_inds = np.where(labels == 0)[0] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_where); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = - PyObject_RichCompare(((PyObject *)__pyx_v_labels), __pyx_int_1, Py_EQ); - __Pyx_XGOTREF(__pyx_t_10); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 144, __pyx_L1_error) - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_1 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_5, __pyx_t_10) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_10); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_fg_inds, ((PyArrayObject *)__pyx_t_2)); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":145 - * - * fg_inds = np.where(labels == 1)[0] - * bg_inds = np.where(labels == 0)[0] # <<<<<<<<<<<<<< - * - * cdef np.ndarray loc_index = np.hstack([fg_fake_inds, fg_inds]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_where); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - PyObject_RichCompare(((PyObject *)__pyx_v_labels), __pyx_int_0, Py_EQ); - __Pyx_XGOTREF(__pyx_t_1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 145, __pyx_L1_error) - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - } - } - __pyx_t_2 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_10, __pyx_t_5, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_bg_inds, ((PyArrayObject *)__pyx_t_10)); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":147 - * bg_inds = np.where(labels == 0)[0] - * - * cdef np.ndarray loc_index = np.hstack([fg_fake_inds, fg_inds]) - * # <<<<<<<<<<<<<< - * cdef np.ndarray score_index = np.hstack([fg_inds, bg_inds]) - * labels = labels[score_index] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_hstack); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyList_New(2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_fake_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_fake_inds)); - PyList_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_fg_fake_inds)); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_inds)); - PyList_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_v_fg_inds)); - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_10 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_5, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 147, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 147, __pyx_L1_error) - __pyx_v_loc_index = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":148 - * - * cdef np.ndarray loc_index = np.hstack([fg_fake_inds, fg_inds]) - * cdef np.ndarray score_index = np.hstack([fg_inds, bg_inds]) # - * <<<<<<<<<<<<<< - * labels = labels[score_index] - * #assert not np.any(labels == -1), "Wrong labels with -1" - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_hstack); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyList_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_inds)); - PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_fg_inds)); - __Pyx_INCREF(((PyObject *)__pyx_v_bg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bg_inds)); - PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_bg_inds)); - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_10 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_5, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 148, __pyx_L1_error) - __pyx_v_score_index = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":149 - * cdef np.ndarray loc_index = np.hstack([fg_fake_inds, fg_inds]) - * cdef np.ndarray score_index = np.hstack([fg_inds, bg_inds]) - * labels = labels[score_index] # <<<<<<<<<<<<<< - * #assert not np.any(labels == -1), "Wrong labels with -1" - * - */ - __pyx_t_10 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_labels), - ((PyObject *)__pyx_v_score_index)); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 149, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 149, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_labels, ((PyArrayObject *)__pyx_t_10)); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":152 - * #assert not np.any(labels == -1), "Wrong labels with -1" - * - * cdef np.ndarray gt_inds = anchor_to_gt_argmax[loc_index] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray bbox_inside_weight = np.zeros((len(loc_index), 4), - * dtype=np.float32) - */ - __pyx_t_10 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_anchor_to_gt_argmax), - ((PyObject *)__pyx_v_loc_index)); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 152, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 152, __pyx_L1_error) - __pyx_v_gt_inds = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":154 - * cdef np.ndarray gt_inds = anchor_to_gt_argmax[loc_index] - * - * cdef np.ndarray bbox_inside_weight = np.zeros((len(loc_index), 4), - * dtype=np.float32) # <<<<<<<<<<<<<< - * bbox_inside_weight[fake_num:, :] = 1 - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_loc_index)); - if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) __PYX_ERR(0, 154, __pyx_L1_error) - __pyx_t_10 = PyInt_FromSsize_t(__pyx_t_7); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_10); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_4); - __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(1); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_float32); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_4) < 0) - __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_10, __pyx_t_1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 154, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_4) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 154, __pyx_L1_error) - __pyx_v_bbox_inside_weight = ((PyArrayObject *)__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":155 - * - * cdef np.ndarray bbox_inside_weight = np.zeros((len(loc_index), 4), - * dtype=np.float32) - * bbox_inside_weight[fake_num:, :] = 1 # <<<<<<<<<<<<<< - * - * return loc_index, score_index, labels, gt_inds, bbox_inside_weight - */ - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_fake_num); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 155, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = PySlice_New(__pyx_t_4, Py_None, Py_None); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 155, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 155, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_slice_); - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_bbox_inside_weight), - __pyx_t_4, - __pyx_int_1) < 0)) - __PYX_ERR(0, 155, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":157 - * bbox_inside_weight[fake_num:, :] = 1 - * - * return loc_index, score_index, labels, gt_inds, bbox_inside_weight - * # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_4 = PyTuple_New(5); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 157, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_INCREF(((PyObject *)__pyx_v_loc_index)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_loc_index)); - PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_loc_index)); - __Pyx_INCREF(((PyObject *)__pyx_v_score_index)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_score_index)); - PyTuple_SET_ITEM(__pyx_t_4, 1, ((PyObject *)__pyx_v_score_index)); - __Pyx_INCREF(((PyObject *)__pyx_v_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_labels)); - PyTuple_SET_ITEM(__pyx_t_4, 2, ((PyObject *)__pyx_v_labels)); - __Pyx_INCREF(((PyObject *)__pyx_v_gt_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_gt_inds)); - PyTuple_SET_ITEM(__pyx_t_4, 3, ((PyObject *)__pyx_v_gt_inds)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weight)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weight)); - PyTuple_SET_ITEM(__pyx_t_4, 4, ((PyObject *)__pyx_v_bbox_inside_weight)); - __pyx_r = __pyx_t_4; - __pyx_t_4 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":93 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef sample_anchor_cy( # <<<<<<<<<<<<<< -* np.ndarray anchor_by_gt_overlap, -* int rpn_batch_size_per_im, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_AddTraceback("cyops.target.sample_anchor_cy", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_anchor_to_gt_argmax); - __Pyx_XDECREF((PyObject *)__pyx_v_anchor_to_gt_max); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_to_anchor_argmax); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_to_anchor_max); - __Pyx_XDECREF((PyObject *)__pyx_v_anchors_with_max_overlap); - __Pyx_XDECREF((PyObject *)__pyx_v_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_inds); - __Pyx_XDECREF(__pyx_v_disable_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bg_inds); - __Pyx_XDECREF(__pyx_v_enable_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_fake_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_value); - __Pyx_XDECREF(__pyx_v_bg_id); - __Pyx_XDECREF((PyObject *)__pyx_v_loc_index); - __Pyx_XDECREF((PyObject *)__pyx_v_score_index); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weight); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":163 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cpdef generate_proposal_labels( # <<<<<<<<<<<<<< - * np.ndarray rpn_rois, - * np.ndarray rpn_rois_lod, - */ - -static PyObject *__pyx_pw_5cyops_6target_3generate_proposal_labels( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyObject *__pyx_f_5cyops_6target_generate_proposal_labels( - PyArrayObject *__pyx_v_rpn_rois, - PyArrayObject *__pyx_v_rpn_rois_lod, - PyArrayObject *__pyx_v_gt_classes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_im_info, - int __pyx_v_batch_size_per_im, - float __pyx_v_fg_fraction, - float __pyx_v_fg_thresh, - float __pyx_v_bg_thresh_hi, - float __pyx_v_bg_thresh_lo, - PyArrayObject *__pyx_v_bbox_reg_weights, - int __pyx_v_class_nums, - CYTHON_UNUSED int __pyx_skip_dispatch, - struct __pyx_opt_args_5cyops_6target_generate_proposal_labels - *__pyx_optional_args) { - /* "cyops/target.pyx":177 - * np.ndarray bbox_reg_weights, - * int class_nums, - * bint use_random=False, # <<<<<<<<<<<<<< - * bint is_cls_agnostic=False, - * bint is_cascade_rcnn=False): - */ - int __pyx_v_use_random = ((int)0); - - /* "cyops/target.pyx":178 - * int class_nums, - * bint use_random=False, - * bint is_cls_agnostic=False, # <<<<<<<<<<<<<< - * bint is_cascade_rcnn=False): - * - */ - int __pyx_v_is_cls_agnostic = ((int)0); - - /* "cyops/target.pyx":179 - * bint use_random=False, - * bint is_cls_agnostic=False, - * bint is_cascade_rcnn=False): # <<<<<<<<<<<<<< - * - * cdef list rois = [] - */ - int __pyx_v_is_cascade_rcnn = ((int)0); - PyObject *__pyx_v_rois = 0; - PyObject *__pyx_v_labels_int32 = 0; - PyObject *__pyx_v_bbox_targets = 0; - PyObject *__pyx_v_bbox_inside_weights = 0; - PyObject *__pyx_v_bbox_outside_weights = 0; - PyObject *__pyx_v_lod = 0; - CYTHON_UNUSED int __pyx_v_batch_size; - int __pyx_v_st_num; - int __pyx_v_im_i; - int __pyx_v_rpn_rois_num; - PyArrayObject *__pyx_v_sampled_rois = 0; - PyArrayObject *__pyx_v_sampled_labels = 0; - PyArrayObject *__pyx_v_s_bbox_targets = 0; - PyArrayObject *__pyx_v_s_bbox_inside_weights = 0; - PyArrayObject *__pyx_v_s_bbox_outside_weights = 0; - PyArrayObject *__pyx_v_o_rois = 0; - PyArrayObject *__pyx_v_o_labels = 0; - PyArrayObject *__pyx_v_o_bbox_targets = 0; - PyArrayObject *__pyx_v_o_bbox_inside_weights = 0; - PyArrayObject *__pyx_v_o_bbox_outside_weights = 0; - PyArrayObject *__pyx_v_o_lod = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - Py_ssize_t __pyx_t_3; - PyObject *(*__pyx_t_4)(PyObject *); - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - PyObject *__pyx_t_9 = NULL; - PyObject *__pyx_t_10 = NULL; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - PyObject *(*__pyx_t_13)(PyObject *); - int __pyx_t_14; - __Pyx_RefNannySetupContext("generate_proposal_labels", 0); - if (__pyx_optional_args) { - if (__pyx_optional_args->__pyx_n > 0) { - __pyx_v_use_random = __pyx_optional_args->use_random; - if (__pyx_optional_args->__pyx_n > 1) { - __pyx_v_is_cls_agnostic = __pyx_optional_args->is_cls_agnostic; - if (__pyx_optional_args->__pyx_n > 2) { - __pyx_v_is_cascade_rcnn = __pyx_optional_args->is_cascade_rcnn; - } - } - } - } - - /* "cyops/target.pyx":181 - * bint is_cascade_rcnn=False): - * - * cdef list rois = [] # <<<<<<<<<<<<<< - * cdef list labels_int32 = [] - * cdef list bbox_targets = [] - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 181, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_rois = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":182 - * - * cdef list rois = [] - * cdef list labels_int32 = [] # <<<<<<<<<<<<<< - * cdef list bbox_targets = [] - * cdef list bbox_inside_weights = [] - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 182, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_labels_int32 = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":183 - * cdef list rois = [] - * cdef list labels_int32 = [] - * cdef list bbox_targets = [] # <<<<<<<<<<<<<< - * cdef list bbox_inside_weights = [] - * cdef list bbox_outside_weights = [] - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 183, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_bbox_targets = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":184 - * cdef list labels_int32 = [] - * cdef list bbox_targets = [] - * cdef list bbox_inside_weights = [] # <<<<<<<<<<<<<< - * cdef list bbox_outside_weights = [] - * cdef list lod = [] - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 184, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_bbox_inside_weights = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":185 - * cdef list bbox_targets = [] - * cdef list bbox_inside_weights = [] - * cdef list bbox_outside_weights = [] # <<<<<<<<<<<<<< - * cdef list lod = [] - * cdef int batch_size = gt_boxes.shape[0] - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 185, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_bbox_outside_weights = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":186 - * cdef list bbox_inside_weights = [] - * cdef list bbox_outside_weights = [] - * cdef list lod = [] # <<<<<<<<<<<<<< - * cdef int batch_size = gt_boxes.shape[0] - * # TODO: modify here - */ - __pyx_t_1 = PyList_New(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 186, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_lod = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":187 - * cdef list bbox_outside_weights = [] - * cdef list lod = [] - * cdef int batch_size = gt_boxes.shape[0] # <<<<<<<<<<<<<< - * # TODO: modify here - * # rpn_rois = rpn_rois.reshape(batch_size, -1, 4) - */ - __pyx_v_batch_size = (__pyx_v_gt_boxes->dimensions[0]); - - /* "cyops/target.pyx":190 - * # TODO: modify here - * # rpn_rois = rpn_rois.reshape(batch_size, -1, 4) - * cdef int st_num = 0 # <<<<<<<<<<<<<< - * cdef int im_i, rpn_rois_num - * cdef np.ndarray sampled_rois, sampled_labels, s_bbox_targets, - * s_bbox_inside_weights, s_bbox_outside_weights - */ - __pyx_v_st_num = 0; - - /* "cyops/target.pyx":194 - * cdef np.ndarray sampled_rois, sampled_labels, s_bbox_targets, - * s_bbox_inside_weights, s_bbox_outside_weights - * - * for im_i, rpn_rois_num in enumerate(rpn_rois_lod): # - * <<<<<<<<<<<<<< - * #sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights - * sampled_rois, sampled_labels, s_bbox_targets, s_bbox_inside_weights, - * s_bbox_outside_weights = sample_rois_cy( - */ - __pyx_t_2 = 0; - if (likely(PyList_CheckExact(((PyObject *)__pyx_v_rpn_rois_lod))) || - PyTuple_CheckExact(((PyObject *)__pyx_v_rpn_rois_lod))) { - __pyx_t_1 = ((PyObject *)__pyx_v_rpn_rois_lod); - __Pyx_INCREF(__pyx_t_1); - __pyx_t_3 = 0; - __pyx_t_4 = NULL; - } else { - __pyx_t_3 = -1; - __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_rpn_rois_lod)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 194, __pyx_L1_error) - } - for (;;) { - if (likely(!__pyx_t_4)) { - if (likely(PyList_CheckExact(__pyx_t_1))) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_3++; - if (unlikely(0 < 0)) __PYX_ERR(0, 194, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); - __pyx_t_3++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } else { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_3++; - if (unlikely(0 < 0)) __PYX_ERR(0, 194, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); - __pyx_t_3++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } - } else { - __pyx_t_5 = __pyx_t_4(__pyx_t_1); - if (unlikely(!__pyx_t_5)) { - PyObject *exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, - PyExc_StopIteration))) - PyErr_Clear(); - else - __PYX_ERR(0, 194, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_5); - } - __pyx_t_6 = __Pyx_PyInt_As_int(__pyx_t_5); - if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 194, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_rpn_rois_num = __pyx_t_6; - __pyx_v_im_i = __pyx_t_2; - __pyx_t_2 = (__pyx_t_2 + 1); - - /* "cyops/target.pyx":197 - * #sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights - * sampled_rois, sampled_labels, s_bbox_targets, s_bbox_inside_weights, - * s_bbox_outside_weights = sample_rois_cy( - * rpn_rois[st_num:rpn_rois_num], # <<<<<<<<<<<<<< - * gt_classes[im_i], is_crowd[im_i], gt_boxes[im_i], im_info[im_i], - * batch_size_per_im, fg_fraction, fg_thresh, - */ - __pyx_t_5 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_rpn_rois), - __pyx_v_st_num, - __pyx_v_rpn_rois_num, - NULL, - NULL, - NULL, - 1, - 1, - 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 197, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 197, __pyx_L1_error) - - /* "cyops/target.pyx":198 - * sampled_rois, sampled_labels, s_bbox_targets, s_bbox_inside_weights, - * s_bbox_outside_weights = sample_rois_cy( - * rpn_rois[st_num:rpn_rois_num], - * gt_classes[im_i], is_crowd[im_i], gt_boxes[im_i], im_info[im_i], - * # <<<<<<<<<<<<<< - * batch_size_per_im, fg_fraction, fg_thresh, - * bg_thresh_hi, bg_thresh_lo, bbox_reg_weights, - */ - __pyx_t_7 = __Pyx_GetItemInt(((PyObject *)__pyx_v_gt_classes), - __pyx_v_im_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 198, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - if (!(likely( - ((__pyx_t_7) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 198, __pyx_L1_error) - __pyx_t_8 = __Pyx_GetItemInt(((PyObject *)__pyx_v_is_crowd), - __pyx_v_im_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 198, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - if (!(likely( - ((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 198, __pyx_L1_error) - __pyx_t_9 = __Pyx_GetItemInt(((PyObject *)__pyx_v_gt_boxes), - __pyx_v_im_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 198, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_9); - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 198, __pyx_L1_error) - __pyx_t_10 = __Pyx_GetItemInt(((PyObject *)__pyx_v_im_info), - __pyx_v_im_i, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 198, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (!(likely( - ((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 198, __pyx_L1_error) - - /* "cyops/target.pyx":196 - * for im_i, rpn_rois_num in enumerate(rpn_rois_lod): - * #sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights - * sampled_rois, sampled_labels, s_bbox_targets, s_bbox_inside_weights, - * s_bbox_outside_weights = sample_rois_cy( # <<<<<<<<<<<<<< - * rpn_rois[st_num:rpn_rois_num], - * gt_classes[im_i], is_crowd[im_i], gt_boxes[im_i], im_info[im_i], - */ - __pyx_t_11 = - __pyx_f_5cyops_6target_sample_rois_cy(((PyArrayObject *)__pyx_t_5), - ((PyArrayObject *)__pyx_t_7), - ((PyArrayObject *)__pyx_t_8), - ((PyArrayObject *)__pyx_t_9), - ((PyArrayObject *)__pyx_t_10), - __pyx_v_batch_size_per_im, - __pyx_v_fg_fraction, - __pyx_v_fg_thresh, - __pyx_v_bg_thresh_hi, - __pyx_v_bg_thresh_lo, - __pyx_v_bbox_reg_weights, - __pyx_v_class_nums, - __pyx_v_use_random, - __pyx_v_is_cls_agnostic, - __pyx_v_is_cascade_rcnn); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_9); - __pyx_t_9 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if ((likely(PyTuple_CheckExact(__pyx_t_11))) || - (PyList_CheckExact(__pyx_t_11))) { - PyObject *sequence = __pyx_t_11; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 5)) { - if (size > 5) - __Pyx_RaiseTooManyValuesError(5); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(0, 196, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - if (likely(PyTuple_CheckExact(sequence))) { - __pyx_t_10 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_9 = PyTuple_GET_ITEM(sequence, 1); - __pyx_t_8 = PyTuple_GET_ITEM(sequence, 2); - __pyx_t_7 = PyTuple_GET_ITEM(sequence, 3); - __pyx_t_5 = PyTuple_GET_ITEM(sequence, 4); - } else { - __pyx_t_10 = PyList_GET_ITEM(sequence, 0); - __pyx_t_9 = PyList_GET_ITEM(sequence, 1); - __pyx_t_8 = PyList_GET_ITEM(sequence, 2); - __pyx_t_7 = PyList_GET_ITEM(sequence, 3); - __pyx_t_5 = PyList_GET_ITEM(sequence, 4); - } - __Pyx_INCREF(__pyx_t_10); - __Pyx_INCREF(__pyx_t_9); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(__pyx_t_5); -#else - { - Py_ssize_t i; - PyObject **temps[5] = { - &__pyx_t_10, &__pyx_t_9, &__pyx_t_8, &__pyx_t_7, &__pyx_t_5}; - for (i = 0; i < 5; i++) { - PyObject *item = PySequence_ITEM(sequence, i); - if (unlikely(!item)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(item); - *(temps[i]) = item; - } - } -#endif - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - } else { - Py_ssize_t index = -1; - PyObject **temps[5] = { - &__pyx_t_10, &__pyx_t_9, &__pyx_t_8, &__pyx_t_7, &__pyx_t_5}; - __pyx_t_12 = PyObject_GetIter(__pyx_t_11); - if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __pyx_t_13 = Py_TYPE(__pyx_t_12)->tp_iternext; - for (index = 0; index < 5; index++) { - PyObject *item = __pyx_t_13(__pyx_t_12); - if (unlikely(!item)) goto __pyx_L5_unpacking_failed; - __Pyx_GOTREF(item); - *(temps[index]) = item; - } - if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_12), 5) < 0) - __PYX_ERR(0, 196, __pyx_L1_error) - __pyx_t_13 = NULL; - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - goto __pyx_L6_unpacking_done; - __pyx_L5_unpacking_failed:; - __Pyx_DECREF(__pyx_t_12); - __pyx_t_12 = 0; - __pyx_t_13 = NULL; - if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); - __PYX_ERR(0, 196, __pyx_L1_error) - __pyx_L6_unpacking_done:; - } - if (!(likely( - ((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 196, __pyx_L1_error) - if (!(likely( - ((__pyx_t_9) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 196, __pyx_L1_error) - if (!(likely( - ((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 196, __pyx_L1_error) - if (!(likely( - ((__pyx_t_7) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 196, __pyx_L1_error) - if (!(likely( - ((__pyx_t_5) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 196, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_sampled_rois, ((PyArrayObject *)__pyx_t_10)); - __pyx_t_10 = 0; - __Pyx_XDECREF_SET(__pyx_v_sampled_labels, ((PyArrayObject *)__pyx_t_9)); - __pyx_t_9 = 0; - __Pyx_XDECREF_SET(__pyx_v_s_bbox_targets, ((PyArrayObject *)__pyx_t_8)); - __pyx_t_8 = 0; - __Pyx_XDECREF_SET(__pyx_v_s_bbox_inside_weights, - ((PyArrayObject *)__pyx_t_7)); - __pyx_t_7 = 0; - __Pyx_XDECREF_SET(__pyx_v_s_bbox_outside_weights, - ((PyArrayObject *)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "cyops/target.pyx":203 - * class_nums, use_random, is_cls_agnostic, is_cascade_rcnn) - * - * st_num = rpn_rois_num # <<<<<<<<<<<<<< - * rois.append(sampled_rois) - * labels_int32.append(sampled_labels) - */ - __pyx_v_st_num = __pyx_v_rpn_rois_num; - - /* "cyops/target.pyx":204 - * - * st_num = rpn_rois_num - * rois.append(sampled_rois) # <<<<<<<<<<<<<< - * labels_int32.append(sampled_labels) - * bbox_targets.append(s_bbox_targets) - */ - __pyx_t_14 = - __Pyx_PyList_Append(__pyx_v_rois, ((PyObject *)__pyx_v_sampled_rois)); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 204, __pyx_L1_error) - - /* "cyops/target.pyx":205 - * st_num = rpn_rois_num - * rois.append(sampled_rois) - * labels_int32.append(sampled_labels) # <<<<<<<<<<<<<< - * bbox_targets.append(s_bbox_targets) - * bbox_inside_weights.append(s_bbox_inside_weights) - */ - __pyx_t_14 = __Pyx_PyList_Append(__pyx_v_labels_int32, - ((PyObject *)__pyx_v_sampled_labels)); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 205, __pyx_L1_error) - - /* "cyops/target.pyx":206 - * rois.append(sampled_rois) - * labels_int32.append(sampled_labels) - * bbox_targets.append(s_bbox_targets) # <<<<<<<<<<<<<< - * bbox_inside_weights.append(s_bbox_inside_weights) - * bbox_outside_weights.append(s_bbox_outside_weights) - */ - __pyx_t_14 = __Pyx_PyList_Append(__pyx_v_bbox_targets, - ((PyObject *)__pyx_v_s_bbox_targets)); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 206, __pyx_L1_error) - - /* "cyops/target.pyx":207 - * labels_int32.append(sampled_labels) - * bbox_targets.append(s_bbox_targets) - * bbox_inside_weights.append(s_bbox_inside_weights) # - * <<<<<<<<<<<<<< - * bbox_outside_weights.append(s_bbox_outside_weights) - * lod.append(sampled_rois.shape[0]) - */ - __pyx_t_14 = - __Pyx_PyList_Append(__pyx_v_bbox_inside_weights, - ((PyObject *)__pyx_v_s_bbox_inside_weights)); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 207, __pyx_L1_error) - - /* "cyops/target.pyx":208 - * bbox_targets.append(s_bbox_targets) - * bbox_inside_weights.append(s_bbox_inside_weights) - * bbox_outside_weights.append(s_bbox_outside_weights) # - * <<<<<<<<<<<<<< - * lod.append(sampled_rois.shape[0]) - * - */ - __pyx_t_14 = - __Pyx_PyList_Append(__pyx_v_bbox_outside_weights, - ((PyObject *)__pyx_v_s_bbox_outside_weights)); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 208, __pyx_L1_error) - - /* "cyops/target.pyx":209 - * bbox_inside_weights.append(s_bbox_inside_weights) - * bbox_outside_weights.append(s_bbox_outside_weights) - * lod.append(sampled_rois.shape[0]) # <<<<<<<<<<<<<< - * - * cdef np.ndarray o_rois = np.concatenate(rois, axis=0).astype(np.float32) - */ - __pyx_t_11 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_sampled_rois->dimensions[0])); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 209, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_14 = __Pyx_PyList_Append(__pyx_v_lod, __pyx_t_11); - if (unlikely(__pyx_t_14 == ((int)-1))) __PYX_ERR(0, 209, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - - /* "cyops/target.pyx":194 - * cdef np.ndarray sampled_rois, sampled_labels, s_bbox_targets, - * s_bbox_inside_weights, s_bbox_outside_weights - * - * for im_i, rpn_rois_num in enumerate(rpn_rois_lod): # - * <<<<<<<<<<<<<< - * #sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights - * sampled_rois, sampled_labels, s_bbox_targets, s_bbox_inside_weights, - * s_bbox_outside_weights = sample_rois_cy( - */ - } - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":211 - * lod.append(sampled_rois.shape[0]) - * - * cdef np.ndarray o_rois = np.concatenate(rois, axis=0).astype(np.float32) - * # <<<<<<<<<<<<<< - * cdef np.ndarray o_labels = np.concatenate(labels_int32, - * axis=0).astype(np.int32).reshape(-1, 1) - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) - */ - __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __pyx_t_11 = PyTuple_New(1); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_INCREF(__pyx_v_rois); - __Pyx_GIVEREF(__pyx_v_rois); - PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_rois); - __pyx_t_7 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 211, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_11, __pyx_t_7); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_astype); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_float32); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_7); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_7); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_7, function); - } - } - __pyx_t_1 = (__pyx_t_8) - ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_8, __pyx_t_11) - : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_11); - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 211, __pyx_L1_error) - __pyx_v_o_rois = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":212 - * - * cdef np.ndarray o_rois = np.concatenate(rois, axis=0).astype(np.float32) - * cdef np.ndarray o_labels = np.concatenate(labels_int32, - * axis=0).astype(np.int32).reshape(-1, 1) # <<<<<<<<<<<<<< - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) - */ - __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = PyTuple_New(1); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_INCREF(__pyx_v_labels_int32); - __Pyx_GIVEREF(__pyx_v_labels_int32); - PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_v_labels_int32); - __pyx_t_8 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 212, __pyx_L1_error) - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_11, __pyx_t_7, __pyx_t_8); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_astype); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int32); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_8); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_8); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_8, function); - } - } - __pyx_t_1 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_5, __pyx_t_7) - : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_reshape); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__6, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 212, __pyx_L1_error) - __pyx_v_o_labels = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":213 - * cdef np.ndarray o_rois = np.concatenate(rois, axis=0).astype(np.float32) - * cdef np.ndarray o_labels = np.concatenate(labels_int32, - * axis=0).astype(np.int32).reshape(-1, 1) - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) # <<<<<<<<<<<<<< - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_outside_weights = - * np.concatenate(bbox_outside_weights, axis=0).astype(np.float32) - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = PyTuple_New(1); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_INCREF(__pyx_v_bbox_targets); - __Pyx_GIVEREF(__pyx_v_bbox_targets); - PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_bbox_targets); - __pyx_t_5 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 213, __pyx_L1_error) - __pyx_t_11 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_8, __pyx_t_5); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_astype); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_float32); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __pyx_t_11 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_11)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_11); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_1 = (__pyx_t_11) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_11, __pyx_t_8) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_8); - __Pyx_XDECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 213, __pyx_L1_error) - __pyx_v_o_bbox_targets = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":214 - * cdef np.ndarray o_labels = np.concatenate(labels_int32, - * axis=0).astype(np.int32).reshape(-1, 1) - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) # - * <<<<<<<<<<<<<< - * cdef np.ndarray o_bbox_outside_weights = - * np.concatenate(bbox_outside_weights, axis=0).astype(np.float32) - * cdef np.ndarray o_lod = np.asarray(lod, np.int32) - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = PyTuple_New(1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_bbox_inside_weights); - __Pyx_GIVEREF(__pyx_v_bbox_inside_weights); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_bbox_inside_weights); - __pyx_t_11 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - if (PyDict_SetItem(__pyx_t_11, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 214, __pyx_L1_error) - __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_5, __pyx_t_11); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_astype); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_float32); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_11))) { - __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_11); - if (likely(__pyx_t_7)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_11); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_11, function); - } - } - __pyx_t_1 = (__pyx_t_7) - ? __Pyx_PyObject_Call2Args(__pyx_t_11, __pyx_t_7, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_11, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 214, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 214, __pyx_L1_error) - __pyx_v_o_bbox_inside_weights = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":215 - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_outside_weights = - * np.concatenate(bbox_outside_weights, axis=0).astype(np.float32) # - * <<<<<<<<<<<<<< - * cdef np.ndarray o_lod = np.asarray(lod, np.int32) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_concatenate); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __pyx_t_11 = PyTuple_New(1); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_INCREF(__pyx_v_bbox_outside_weights); - __Pyx_GIVEREF(__pyx_v_bbox_outside_weights); - PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_bbox_outside_weights); - __pyx_t_7 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_axis, __pyx_int_0) < 0) - __PYX_ERR(0, 215, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_11, __pyx_t_7); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_astype); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_float32); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_7); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_7); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_7, function); - } - } - __pyx_t_1 = (__pyx_t_8) - ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_8, __pyx_t_11) - : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_11); - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 215, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 215, __pyx_L1_error) - __pyx_v_o_bbox_outside_weights = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":216 - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_outside_weights = - * np.concatenate(bbox_outside_weights, axis=0).astype(np.float32) - * cdef np.ndarray o_lod = np.asarray(lod, np.int32) # - * <<<<<<<<<<<<<< - * - * return o_rois, o_labels, o_bbox_targets, o_bbox_inside_weights, - * o_bbox_outside_weights, o_lod - */ - __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_asarray); - if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_int32); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_7); - __pyx_t_7 = 0; - __pyx_t_7 = NULL; - __pyx_t_2 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_11))) { - __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_11); - if (likely(__pyx_t_7)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_11); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_11, function); - __pyx_t_2 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_11)) { - PyObject *__pyx_temp[3] = {__pyx_t_7, __pyx_v_lod, __pyx_t_8}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_11, __pyx_temp + 1 - __pyx_t_2, 2 + __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_11)) { - PyObject *__pyx_temp[3] = {__pyx_t_7, __pyx_v_lod, __pyx_t_8}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_11, __pyx_temp + 1 - __pyx_t_2, 2 + __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_7); - __pyx_t_7 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - } else -#endif - { - __pyx_t_5 = PyTuple_New(2 + __pyx_t_2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (__pyx_t_7) { - __Pyx_GIVEREF(__pyx_t_7); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_7); - __pyx_t_7 = NULL; - } - __Pyx_INCREF(__pyx_v_lod); - __Pyx_GIVEREF(__pyx_v_lod); - PyTuple_SET_ITEM(__pyx_t_5, 0 + __pyx_t_2, __pyx_v_lod); - __Pyx_GIVEREF(__pyx_t_8); - PyTuple_SET_ITEM(__pyx_t_5, 1 + __pyx_t_2, __pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_11, __pyx_t_5, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 216, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } - __Pyx_DECREF(__pyx_t_11); - __pyx_t_11 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 216, __pyx_L1_error) - __pyx_v_o_lod = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":218 - * cdef np.ndarray o_lod = np.asarray(lod, np.int32) - * - * return o_rois, o_labels, o_bbox_targets, o_bbox_inside_weights, - * o_bbox_outside_weights, o_lod # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyTuple_New(6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 218, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(((PyObject *)__pyx_v_o_rois)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_rois)); - PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_o_rois)); - __Pyx_INCREF(((PyObject *)__pyx_v_o_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_labels)); - PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_o_labels)); - __Pyx_INCREF(((PyObject *)__pyx_v_o_bbox_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_bbox_targets)); - PyTuple_SET_ITEM(__pyx_t_1, 2, ((PyObject *)__pyx_v_o_bbox_targets)); - __Pyx_INCREF(((PyObject *)__pyx_v_o_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_bbox_inside_weights)); - PyTuple_SET_ITEM(__pyx_t_1, 3, ((PyObject *)__pyx_v_o_bbox_inside_weights)); - __Pyx_INCREF(((PyObject *)__pyx_v_o_bbox_outside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_bbox_outside_weights)); - PyTuple_SET_ITEM(__pyx_t_1, 4, ((PyObject *)__pyx_v_o_bbox_outside_weights)); - __Pyx_INCREF(((PyObject *)__pyx_v_o_lod)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_o_lod)); - PyTuple_SET_ITEM(__pyx_t_1, 5, ((PyObject *)__pyx_v_o_lod)); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":163 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cpdef generate_proposal_labels( # <<<<<<<<<<<<<< -* np.ndarray rpn_rois, -* np.ndarray rpn_rois_lod, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_9); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - __Pyx_AddTraceback("cyops.target.generate_proposal_labels", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF(__pyx_v_rois); - __Pyx_XDECREF(__pyx_v_labels_int32); - __Pyx_XDECREF(__pyx_v_bbox_targets); - __Pyx_XDECREF(__pyx_v_bbox_inside_weights); - __Pyx_XDECREF(__pyx_v_bbox_outside_weights); - __Pyx_XDECREF(__pyx_v_lod); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_rois); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_s_bbox_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_s_bbox_inside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_s_bbox_outside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_o_rois); - __Pyx_XDECREF((PyObject *)__pyx_v_o_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_o_bbox_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_o_bbox_inside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_o_bbox_outside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_o_lod); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* Python wrapper */ -static PyObject *__pyx_pw_5cyops_6target_3generate_proposal_labels( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyObject *__pyx_pw_5cyops_6target_3generate_proposal_labels( - PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_rpn_rois = 0; - PyArrayObject *__pyx_v_rpn_rois_lod = 0; - PyArrayObject *__pyx_v_gt_classes = 0; - PyArrayObject *__pyx_v_is_crowd = 0; - PyArrayObject *__pyx_v_gt_boxes = 0; - PyArrayObject *__pyx_v_im_info = 0; - int __pyx_v_batch_size_per_im; - float __pyx_v_fg_fraction; - float __pyx_v_fg_thresh; - float __pyx_v_bg_thresh_hi; - float __pyx_v_bg_thresh_lo; - PyArrayObject *__pyx_v_bbox_reg_weights = 0; - int __pyx_v_class_nums; - int __pyx_v_use_random; - int __pyx_v_is_cls_agnostic; - int __pyx_v_is_cascade_rcnn; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "generate_proposal_labels (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rpn_rois, - &__pyx_n_s_rpn_rois_lod, - &__pyx_n_s_gt_classes, - &__pyx_n_s_is_crowd, - &__pyx_n_s_gt_boxes, - &__pyx_n_s_im_info, - &__pyx_n_s_batch_size_per_im, - &__pyx_n_s_fg_fraction, - &__pyx_n_s_fg_thresh, - &__pyx_n_s_bg_thresh_hi, - &__pyx_n_s_bg_thresh_lo, - &__pyx_n_s_bbox_reg_weights, - &__pyx_n_s_class_nums, - &__pyx_n_s_use_random, - &__pyx_n_s_is_cls_agnostic, - &__pyx_n_s_is_cascade_rcnn, - 0}; - PyObject *values[16] = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 16: - values[15] = PyTuple_GET_ITEM(__pyx_args, 15); - CYTHON_FALLTHROUGH; - case 15: - values[14] = PyTuple_GET_ITEM(__pyx_args, 14); - CYTHON_FALLTHROUGH; - case 14: - values[13] = PyTuple_GET_ITEM(__pyx_args, 13); - CYTHON_FALLTHROUGH; - case 13: - values[12] = PyTuple_GET_ITEM(__pyx_args, 12); - CYTHON_FALLTHROUGH; - case 12: - values[11] = PyTuple_GET_ITEM(__pyx_args, 11); - CYTHON_FALLTHROUGH; - case 11: - values[10] = PyTuple_GET_ITEM(__pyx_args, 10); - CYTHON_FALLTHROUGH; - case 10: - values[9] = PyTuple_GET_ITEM(__pyx_args, 9); - CYTHON_FALLTHROUGH; - case 9: - values[8] = PyTuple_GET_ITEM(__pyx_args, 8); - CYTHON_FALLTHROUGH; - case 8: - values[7] = PyTuple_GET_ITEM(__pyx_args, 7); - CYTHON_FALLTHROUGH; - case 7: - values[6] = PyTuple_GET_ITEM(__pyx_args, 6); - CYTHON_FALLTHROUGH; - case 6: - values[5] = PyTuple_GET_ITEM(__pyx_args, 5); - CYTHON_FALLTHROUGH; - case 5: - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: - break; - default: - goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_rois)) != 0)) - kw_args--; - else - goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_rpn_rois_lod)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 1); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 2: - if (likely((values[2] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_classes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 2); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 3: - if (likely((values[3] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_is_crowd)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 3); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 4: - if (likely((values[4] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_gt_boxes)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 4); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 5: - if (likely((values[5] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_im_info)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 5); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 6: - if (likely((values[6] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_batch_size_per_im)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 6); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 7: - if (likely((values[7] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_fg_fraction)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 7); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 8: - if (likely((values[8] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_fg_thresh)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 8); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 9: - if (likely((values[9] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_bg_thresh_hi)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 9); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 10: - if (likely((values[10] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_bg_thresh_lo)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 10); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 11: - if (likely((values[11] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_bbox_reg_weights)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 11); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 12: - if (likely((values[12] = __Pyx_PyDict_GetItemStr( - __pyx_kwds, __pyx_n_s_class_nums)) != 0)) - kw_args--; - else { - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, 12); - __PYX_ERR(0, 163, __pyx_L3_error) - } - CYTHON_FALLTHROUGH; - case 13: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_use_random); - if (value) { - values[13] = value; - kw_args--; - } - } - CYTHON_FALLTHROUGH; - case 14: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_is_cls_agnostic); - if (value) { - values[14] = value; - kw_args--; - } - } - CYTHON_FALLTHROUGH; - case 15: - if (kw_args > 0) { - PyObject *value = - __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_is_cascade_rcnn); - if (value) { - values[15] = value; - kw_args--; - } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, - __pyx_pyargnames, - 0, - values, - pos_args, - "generate_proposal_labels") < - 0)) - __PYX_ERR(0, 163, __pyx_L3_error) - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 16: - values[15] = PyTuple_GET_ITEM(__pyx_args, 15); - CYTHON_FALLTHROUGH; - case 15: - values[14] = PyTuple_GET_ITEM(__pyx_args, 14); - CYTHON_FALLTHROUGH; - case 14: - values[13] = PyTuple_GET_ITEM(__pyx_args, 13); - CYTHON_FALLTHROUGH; - case 13: - values[12] = PyTuple_GET_ITEM(__pyx_args, 12); - values[11] = PyTuple_GET_ITEM(__pyx_args, 11); - values[10] = PyTuple_GET_ITEM(__pyx_args, 10); - values[9] = PyTuple_GET_ITEM(__pyx_args, 9); - values[8] = PyTuple_GET_ITEM(__pyx_args, 8); - values[7] = PyTuple_GET_ITEM(__pyx_args, 7); - values[6] = PyTuple_GET_ITEM(__pyx_args, 6); - values[5] = PyTuple_GET_ITEM(__pyx_args, 5); - values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: - goto __pyx_L5_argtuple_error; - } - } - __pyx_v_rpn_rois = ((PyArrayObject *)values[0]); - __pyx_v_rpn_rois_lod = ((PyArrayObject *)values[1]); - __pyx_v_gt_classes = ((PyArrayObject *)values[2]); - __pyx_v_is_crowd = ((PyArrayObject *)values[3]); - __pyx_v_gt_boxes = ((PyArrayObject *)values[4]); - __pyx_v_im_info = ((PyArrayObject *)values[5]); - __pyx_v_batch_size_per_im = __Pyx_PyInt_As_int(values[6]); - if (unlikely((__pyx_v_batch_size_per_im == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 170, __pyx_L3_error) - __pyx_v_fg_fraction = __pyx_PyFloat_AsFloat(values[7]); - if (unlikely((__pyx_v_fg_fraction == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 171, __pyx_L3_error) - __pyx_v_fg_thresh = __pyx_PyFloat_AsFloat(values[8]); - if (unlikely((__pyx_v_fg_thresh == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 172, __pyx_L3_error) - __pyx_v_bg_thresh_hi = __pyx_PyFloat_AsFloat(values[9]); - if (unlikely((__pyx_v_bg_thresh_hi == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 173, __pyx_L3_error) - __pyx_v_bg_thresh_lo = __pyx_PyFloat_AsFloat(values[10]); - if (unlikely((__pyx_v_bg_thresh_lo == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 174, __pyx_L3_error) - __pyx_v_bbox_reg_weights = ((PyArrayObject *)values[11]); - __pyx_v_class_nums = __Pyx_PyInt_As_int(values[12]); - if (unlikely((__pyx_v_class_nums == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 176, __pyx_L3_error) - if (values[13]) { - __pyx_v_use_random = __Pyx_PyObject_IsTrue(values[13]); - if (unlikely((__pyx_v_use_random == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 177, __pyx_L3_error) - } else { - /* "cyops/target.pyx":177 - * np.ndarray bbox_reg_weights, - * int class_nums, - * bint use_random=False, # <<<<<<<<<<<<<< - * bint is_cls_agnostic=False, - * bint is_cascade_rcnn=False): - */ - __pyx_v_use_random = ((int)0); - } - if (values[14]) { - __pyx_v_is_cls_agnostic = __Pyx_PyObject_IsTrue(values[14]); - if (unlikely((__pyx_v_is_cls_agnostic == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 178, __pyx_L3_error) - } else { - /* "cyops/target.pyx":178 - * int class_nums, - * bint use_random=False, - * bint is_cls_agnostic=False, # <<<<<<<<<<<<<< - * bint is_cascade_rcnn=False): - * - */ - __pyx_v_is_cls_agnostic = ((int)0); - } - if (values[15]) { - __pyx_v_is_cascade_rcnn = __Pyx_PyObject_IsTrue(values[15]); - if (unlikely((__pyx_v_is_cascade_rcnn == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 179, __pyx_L3_error) - } else { - /* "cyops/target.pyx":179 - * bint use_random=False, - * bint is_cls_agnostic=False, - * bint is_cascade_rcnn=False): # <<<<<<<<<<<<<< - * - * cdef list rois = [] - */ - __pyx_v_is_cascade_rcnn = ((int)0); - } - } - goto __pyx_L4_argument_unpacking_done; -__pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid( - "generate_proposal_labels", 0, 13, 16, PyTuple_GET_SIZE(__pyx_args)); - __PYX_ERR(0, 163, __pyx_L3_error) -__pyx_L3_error:; - __Pyx_AddTraceback("cyops.target.generate_proposal_labels", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; -__pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rpn_rois), - __pyx_ptype_5numpy_ndarray, - 1, - "rpn_rois", - 0))) - __PYX_ERR(0, 164, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rpn_rois_lod), - __pyx_ptype_5numpy_ndarray, - 1, - "rpn_rois_lod", - 0))) - __PYX_ERR(0, 165, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_classes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_classes", - 0))) - __PYX_ERR(0, 166, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_is_crowd), - __pyx_ptype_5numpy_ndarray, - 1, - "is_crowd", - 0))) - __PYX_ERR(0, 167, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt_boxes), - __pyx_ptype_5numpy_ndarray, - 1, - "gt_boxes", - 0))) - __PYX_ERR(0, 168, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_im_info), - __pyx_ptype_5numpy_ndarray, - 1, - "im_info", - 0))) - __PYX_ERR(0, 169, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_bbox_reg_weights), - __pyx_ptype_5numpy_ndarray, - 1, - "bbox_reg_weights", - 0))) - __PYX_ERR(0, 175, __pyx_L1_error) - __pyx_r = __pyx_pf_5cyops_6target_2generate_proposal_labels( - __pyx_self, - __pyx_v_rpn_rois, - __pyx_v_rpn_rois_lod, - __pyx_v_gt_classes, - __pyx_v_is_crowd, - __pyx_v_gt_boxes, - __pyx_v_im_info, - __pyx_v_batch_size_per_im, - __pyx_v_fg_fraction, - __pyx_v_fg_thresh, - __pyx_v_bg_thresh_hi, - __pyx_v_bg_thresh_lo, - __pyx_v_bbox_reg_weights, - __pyx_v_class_nums, - __pyx_v_use_random, - __pyx_v_is_cls_agnostic, - __pyx_v_is_cascade_rcnn); - - /* "cyops/target.pyx":163 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cpdef generate_proposal_labels( # <<<<<<<<<<<<<< - * np.ndarray rpn_rois, - * np.ndarray rpn_rois_lod, - */ - - /* function exit code */ - goto __pyx_L0; -__pyx_L1_error:; - __pyx_r = NULL; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_5cyops_6target_2generate_proposal_labels( - CYTHON_UNUSED PyObject *__pyx_self, - PyArrayObject *__pyx_v_rpn_rois, - PyArrayObject *__pyx_v_rpn_rois_lod, - PyArrayObject *__pyx_v_gt_classes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_im_info, - int __pyx_v_batch_size_per_im, - float __pyx_v_fg_fraction, - float __pyx_v_fg_thresh, - float __pyx_v_bg_thresh_hi, - float __pyx_v_bg_thresh_lo, - PyArrayObject *__pyx_v_bbox_reg_weights, - int __pyx_v_class_nums, - int __pyx_v_use_random, - int __pyx_v_is_cls_agnostic, - int __pyx_v_is_cascade_rcnn) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - struct __pyx_opt_args_5cyops_6target_generate_proposal_labels __pyx_t_2; - __Pyx_RefNannySetupContext("generate_proposal_labels", 0); - __Pyx_XDECREF(__pyx_r); - __pyx_t_2.__pyx_n = 3; - __pyx_t_2.use_random = __pyx_v_use_random; - __pyx_t_2.is_cls_agnostic = __pyx_v_is_cls_agnostic; - __pyx_t_2.is_cascade_rcnn = __pyx_v_is_cascade_rcnn; - __pyx_t_1 = - __pyx_f_5cyops_6target_generate_proposal_labels(__pyx_v_rpn_rois, - __pyx_v_rpn_rois_lod, - __pyx_v_gt_classes, - __pyx_v_is_crowd, - __pyx_v_gt_boxes, - __pyx_v_im_info, - __pyx_v_batch_size_per_im, - __pyx_v_fg_fraction, - __pyx_v_fg_thresh, - __pyx_v_bg_thresh_hi, - __pyx_v_bg_thresh_lo, - __pyx_v_bbox_reg_weights, - __pyx_v_class_nums, - 0, - &__pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("cyops.target.generate_proposal_labels", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":224 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef sample_rois_cy( # <<<<<<<<<<<<<< - * np.ndarray rpn_rois, - * np.ndarray gt_classes, - */ - -static PyObject *__pyx_f_5cyops_6target_sample_rois_cy( - PyArrayObject *__pyx_v_rpn_rois, - PyArrayObject *__pyx_v_gt_classes, - PyArrayObject *__pyx_v_is_crowd, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_im_info, - int __pyx_v_batch_size_per_im, - float __pyx_v_fg_fraction, - float __pyx_v_fg_thresh, - float __pyx_v_bg_thresh_hi, - float __pyx_v_bg_thresh_lo, - PyArrayObject *__pyx_v_bbox_reg_weights, - int __pyx_v_class_nums, - int __pyx_v_use_random, - int __pyx_v_is_cls_agnostic, - int __pyx_v_is_cascade_rcnn) { - int __pyx_v_rois_per_image; - int __pyx_v_fg_rois_per_im; - float __pyx_v_im_scale; - float __pyx_v_inv_im_scale; - PyArrayObject *__pyx_v_boxes = 0; - PyArrayObject *__pyx_v_gt_overlaps = 0; - PyArrayObject *__pyx_v_box_to_gt_ind_map = 0; - PyArrayObject *__pyx_v_proposal_to_gt_overlaps = 0; - PyArrayObject *__pyx_v_overlaps_argmax = 0; - PyArrayObject *__pyx_v_overlaps_max = 0; - PyArrayObject *__pyx_v_overlapped_boxes_ind = 0; - PyArrayObject *__pyx_v_overlapped_boxes_gt_classes = 0; - PyArrayObject *__pyx_v_crowd_ind = 0; - PyArrayObject *__pyx_v_max_overlaps = 0; - PyArrayObject *__pyx_v_max_classes = 0; - PyArrayObject *__pyx_v_fg_inds = 0; - PyArrayObject *__pyx_v_bg_inds = 0; - int __pyx_v_fg_rois_per_this_image; - int __pyx_v_bg_rois_per_this_image; - PyObject *__pyx_v_ws = NULL; - PyObject *__pyx_v_hs = NULL; - PyObject *__pyx_v_keep = NULL; - PyArrayObject *__pyx_v_keep_inds = 0; - PyArrayObject *__pyx_v_sampled_labels = 0; - PyArrayObject *__pyx_v_sampled_boxes = 0; - PyArrayObject *__pyx_v_sampled_gts = 0; - PyArrayObject *__pyx_v_bbox_label_targets = 0; - PyArrayObject *__pyx_v_bbox_targets = 0; - PyArrayObject *__pyx_v_bbox_inside_weights = 0; - PyArrayObject *__pyx_v_bbox_outside_weights = 0; - PyArrayObject *__pyx_v_sampled_rois = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - int __pyx_t_5; - float __pyx_t_6; - int __pyx_t_7; - PyObject *__pyx_t_8 = NULL; - Py_ssize_t __pyx_t_9; - PyObject *__pyx_t_10 = NULL; - int __pyx_t_11; - PyObject *(*__pyx_t_12)(PyObject *); - __Pyx_RefNannySetupContext("sample_rois_cy", 0); - __Pyx_INCREF((PyObject *)__pyx_v_rpn_rois); - - /* "cyops/target.pyx":241 - * bint is_cascade_rcnn): - * - * cdef int rois_per_image = int(batch_size_per_im) # - * <<<<<<<<<<<<<< - * cdef int fg_rois_per_im = int(np.round(fg_fraction * rois_per_image)) - * - */ - __pyx_v_rois_per_image = __pyx_v_batch_size_per_im; - - /* "cyops/target.pyx":242 - * - * cdef int rois_per_image = int(batch_size_per_im) - * cdef int fg_rois_per_im = int(np.round(fg_fraction * rois_per_image)) - * # <<<<<<<<<<<<<< - * - * # Roidb - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_round); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - PyFloat_FromDouble((__pyx_v_fg_fraction * __pyx_v_rois_per_image)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyNumber_Int(__pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 242, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_fg_rois_per_im = __pyx_t_5; - - /* "cyops/target.pyx":245 - * - * # Roidb - * cdef float im_scale = im_info[2] # <<<<<<<<<<<<<< - * cdef float inv_im_scale = 1. / im_scale - * rpn_rois = rpn_rois * inv_im_scale - */ - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_im_info), - 2, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 245, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_3); - if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 245, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_im_scale = __pyx_t_6; - - /* "cyops/target.pyx":246 - * # Roidb - * cdef float im_scale = im_info[2] - * cdef float inv_im_scale = 1. / im_scale # <<<<<<<<<<<<<< - * rpn_rois = rpn_rois * inv_im_scale - * if is_cascade_rcnn: - */ - __pyx_v_inv_im_scale = (1. / __pyx_v_im_scale); - - /* "cyops/target.pyx":247 - * cdef float im_scale = im_info[2] - * cdef float inv_im_scale = 1. / im_scale - * rpn_rois = rpn_rois * inv_im_scale # <<<<<<<<<<<<<< - * if is_cascade_rcnn: - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] - */ - __pyx_t_3 = PyFloat_FromDouble(__pyx_v_inv_im_scale); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 247, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Multiply(((PyObject *)__pyx_v_rpn_rois), __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 247, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 247, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_rpn_rois, ((PyArrayObject *)__pyx_t_1)); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":248 - * cdef float inv_im_scale = 1. / im_scale - * rpn_rois = rpn_rois * inv_im_scale - * if is_cascade_rcnn: # <<<<<<<<<<<<<< - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) - */ - __pyx_t_7 = (__pyx_v_is_cascade_rcnn != 0); - if (__pyx_t_7) { - /* "cyops/target.pyx":249 - * rpn_rois = rpn_rois * inv_im_scale - * if is_cascade_rcnn: - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] # - * <<<<<<<<<<<<<< - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) - * cdef np.ndarray gt_overlaps = np.zeros((boxes.shape[0], class_nums)) - */ - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_gt_boxes->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PySlice_New(__pyx_t_1, Py_None, Py_None); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_slice_); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_rpn_rois), __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely( - ((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 249, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_rpn_rois, ((PyArrayObject *)__pyx_t_3)); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":248 - * cdef float inv_im_scale = 1. / im_scale - * rpn_rois = rpn_rois * inv_im_scale - * if is_cascade_rcnn: # <<<<<<<<<<<<<< - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) - */ - } - - /* "cyops/target.pyx":250 - * if is_cascade_rcnn: - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) # - * <<<<<<<<<<<<<< - * cdef np.ndarray gt_overlaps = np.zeros((boxes.shape[0], class_nums)) - * cdef np.ndarray box_to_gt_ind_map = np.zeros((boxes.shape[0]), - * dtype=np.int32) - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 250, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_vstack); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 250, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyList_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 250, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(((PyObject *)__pyx_v_gt_boxes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_gt_boxes)); - PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_gt_boxes)); - __Pyx_INCREF(((PyObject *)__pyx_v_rpn_rois)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_rpn_rois)); - PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_rpn_rois)); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 250, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 250, __pyx_L1_error) - __pyx_v_boxes = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":251 - * rpn_rois = rpn_rois[gt_boxes.shape[0]:, :] - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) - * cdef np.ndarray gt_overlaps = np.zeros((boxes.shape[0], class_nums)) - * # <<<<<<<<<<<<<< - * cdef np.ndarray box_to_gt_ind_map = np.zeros((boxes.shape[0]), - * dtype=np.int32) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_boxes->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_class_nums); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_8 = PyTuple_New(2); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_4, __pyx_t_8) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_8); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 251, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 251, __pyx_L1_error) - __pyx_v_gt_overlaps = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":252 - * cdef np.ndarray boxes = np.vstack([gt_boxes, rpn_rois]) - * cdef np.ndarray gt_overlaps = np.zeros((boxes.shape[0], class_nums)) - * cdef np.ndarray box_to_gt_ind_map = np.zeros((boxes.shape[0]), - * dtype=np.int32) # <<<<<<<<<<<<<< - * - * cdef np.ndarray proposal_to_gt_overlaps, overlaps_argmax, overlaps_max, - * overlapped_boxes_ind, overlapped_boxes_gt_classes - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_boxes->dimensions[0])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = PyTuple_New(1); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_int32); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_2) < 0) - __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_8, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 252, __pyx_L1_error) - __pyx_v_box_to_gt_ind_map = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":255 - * - * cdef np.ndarray proposal_to_gt_overlaps, overlaps_argmax, overlaps_max, - * overlapped_boxes_ind, overlapped_boxes_gt_classes - * if len(gt_boxes) > 0: # <<<<<<<<<<<<<< - * proposal_to_gt_overlaps = bbox_overlaps(boxes, gt_boxes) - * overlaps_argmax = proposal_to_gt_overlaps.argmax(axis=1) - */ - __pyx_t_9 = PyObject_Length(((PyObject *)__pyx_v_gt_boxes)); - if (unlikely(__pyx_t_9 == ((Py_ssize_t)-1))) __PYX_ERR(0, 255, __pyx_L1_error) - __pyx_t_7 = ((__pyx_t_9 > 0) != 0); - if (__pyx_t_7) { - /* "cyops/target.pyx":256 - * cdef np.ndarray proposal_to_gt_overlaps, overlaps_argmax, overlaps_max, - * overlapped_boxes_ind, overlapped_boxes_gt_classes - * if len(gt_boxes) > 0: - * proposal_to_gt_overlaps = bbox_overlaps(boxes, gt_boxes) - * # <<<<<<<<<<<<<< - * overlaps_argmax = proposal_to_gt_overlaps.argmax(axis=1) - * overlaps_max = proposal_to_gt_overlaps.max(axis=1) - */ - __pyx_t_2 = - __pyx_f_5cyops_6target_bbox_overlaps(__pyx_v_boxes, __pyx_v_gt_boxes); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 256, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (!(likely( - ((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 256, __pyx_L1_error) - __pyx_v_proposal_to_gt_overlaps = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":257 - * if len(gt_boxes) > 0: - * proposal_to_gt_overlaps = bbox_overlaps(boxes, gt_boxes) - * overlaps_argmax = proposal_to_gt_overlaps.argmax(axis=1) - * # <<<<<<<<<<<<<< - * overlaps_max = proposal_to_gt_overlaps.max(axis=1) - * # Boxes which with non-zero overlap with gt boxes - */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr( - ((PyObject *)__pyx_v_proposal_to_gt_overlaps), __pyx_n_s_argmax); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 257, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 257, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_axis, __pyx_int_1) < 0) - __PYX_ERR(0, 257, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, __pyx_t_3); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 257, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely( - ((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 257, __pyx_L1_error) - __pyx_v_overlaps_argmax = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "cyops/target.pyx":258 - * proposal_to_gt_overlaps = bbox_overlaps(boxes, gt_boxes) - * overlaps_argmax = proposal_to_gt_overlaps.argmax(axis=1) - * overlaps_max = proposal_to_gt_overlaps.max(axis=1) # - * <<<<<<<<<<<<<< - * # Boxes which with non-zero overlap with gt boxes - * overlapped_boxes_ind = np.where(overlaps_max > 0)[0] - */ - __pyx_t_8 = __Pyx_PyObject_GetAttrStr( - ((PyObject *)__pyx_v_proposal_to_gt_overlaps), __pyx_n_s_max); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 258, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_3 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 258, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_axis, __pyx_int_1) < 0) - __PYX_ERR(0, 258, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 258, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely( - ((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 258, __pyx_L1_error) - __pyx_v_overlaps_max = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":260 - * overlaps_max = proposal_to_gt_overlaps.max(axis=1) - * # Boxes which with non-zero overlap with gt boxes - * overlapped_boxes_ind = np.where(overlaps_max > 0)[0] # - * <<<<<<<<<<<<<< - * overlapped_boxes_gt_classes = - * gt_classes[overlaps_argmax[overlapped_boxes_ind]] - * gt_overlaps[overlapped_boxes_ind, overlapped_boxes_gt_classes] = - * overlaps_max[overlapped_boxes_ind] - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 260, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_where); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 260, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyObject_RichCompare( - ((PyObject *)__pyx_v_overlaps_max), __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 260, __pyx_L1_error) - __pyx_t_1 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_8))) { - __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8); - if (likely(__pyx_t_1)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_8); - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_8, function); - } - } - __pyx_t_2 = (__pyx_t_1) - ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_1, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 260, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 260, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely( - ((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 260, __pyx_L1_error) - __pyx_v_overlapped_boxes_ind = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "cyops/target.pyx":261 - * # Boxes which with non-zero overlap with gt boxes - * overlapped_boxes_ind = np.where(overlaps_max > 0)[0] - * overlapped_boxes_gt_classes = - * gt_classes[overlaps_argmax[overlapped_boxes_ind]] # - * <<<<<<<<<<<<<< - * gt_overlaps[overlapped_boxes_ind, overlapped_boxes_gt_classes] = - * overlaps_max[overlapped_boxes_ind] - * box_to_gt_ind_map[overlapped_boxes_ind] = - * overlaps_argmax[overlapped_boxes_ind] - */ - __pyx_t_8 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_overlaps_argmax), - ((PyObject *)__pyx_v_overlapped_boxes_ind)); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 261, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_classes), __pyx_t_8); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 261, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely( - ((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 261, __pyx_L1_error) - __pyx_v_overlapped_boxes_gt_classes = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":262 - * overlapped_boxes_ind = np.where(overlaps_max > 0)[0] - * overlapped_boxes_gt_classes = - * gt_classes[overlaps_argmax[overlapped_boxes_ind]] - * gt_overlaps[overlapped_boxes_ind, overlapped_boxes_gt_classes] = - * overlaps_max[overlapped_boxes_ind] # <<<<<<<<<<<<<< - * box_to_gt_ind_map[overlapped_boxes_ind] = - * overlaps_argmax[overlapped_boxes_ind] - * - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_overlaps_max), - ((PyObject *)__pyx_v_overlapped_boxes_ind)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 262, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_8 = PyTuple_New(2); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 262, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_INCREF(((PyObject *)__pyx_v_overlapped_boxes_ind)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_overlapped_boxes_ind)); - PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_v_overlapped_boxes_ind)); - __Pyx_INCREF(((PyObject *)__pyx_v_overlapped_boxes_gt_classes)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_overlapped_boxes_gt_classes)); - PyTuple_SET_ITEM( - __pyx_t_8, 1, ((PyObject *)__pyx_v_overlapped_boxes_gt_classes)); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_gt_overlaps), - __pyx_t_8, - __pyx_t_2) < 0)) - __PYX_ERR(0, 262, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":263 - * overlapped_boxes_gt_classes = - * gt_classes[overlaps_argmax[overlapped_boxes_ind]] - * gt_overlaps[overlapped_boxes_ind, overlapped_boxes_gt_classes] = - * overlaps_max[overlapped_boxes_ind] - * box_to_gt_ind_map[overlapped_boxes_ind] = - * overlaps_argmax[overlapped_boxes_ind] # <<<<<<<<<<<<<< - * - * cdef np.ndarray crowd_ind = np.where(is_crowd)[0] - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_overlaps_argmax), - ((PyObject *)__pyx_v_overlapped_boxes_ind)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 263, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_box_to_gt_ind_map), - ((PyObject *)__pyx_v_overlapped_boxes_ind), - __pyx_t_2) < 0)) - __PYX_ERR(0, 263, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":255 - * - * cdef np.ndarray proposal_to_gt_overlaps, overlaps_argmax, overlaps_max, - * overlapped_boxes_ind, overlapped_boxes_gt_classes - * if len(gt_boxes) > 0: # <<<<<<<<<<<<<< - * proposal_to_gt_overlaps = bbox_overlaps(boxes, gt_boxes) - * overlaps_argmax = proposal_to_gt_overlaps.argmax(axis=1) - */ - } - - /* "cyops/target.pyx":265 - * box_to_gt_ind_map[overlapped_boxes_ind] = - * overlaps_argmax[overlapped_boxes_ind] - * - * cdef np.ndarray crowd_ind = np.where(is_crowd)[0] # - * <<<<<<<<<<<<<< - * gt_overlaps[crowd_ind] = -1 - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 265, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_where); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 265, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_2 = (__pyx_t_8) - ? __Pyx_PyObject_Call2Args( - __pyx_t_3, __pyx_t_8, ((PyObject *)__pyx_v_is_crowd)) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, - ((PyObject *)__pyx_v_is_crowd)); - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 265, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 265, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 265, __pyx_L1_error) - __pyx_v_crowd_ind = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":266 - * - * cdef np.ndarray crowd_ind = np.where(is_crowd)[0] - * gt_overlaps[crowd_ind] = -1 # <<<<<<<<<<<<<< - * - * cdef np.ndarray max_overlaps = gt_overlaps.max(axis=1) - */ - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_gt_overlaps), - ((PyObject *)__pyx_v_crowd_ind), - __pyx_int_neg_1) < 0)) - __PYX_ERR(0, 266, __pyx_L1_error) - - /* "cyops/target.pyx":268 - * gt_overlaps[crowd_ind] = -1 - * - * cdef np.ndarray max_overlaps = gt_overlaps.max(axis=1) # - * <<<<<<<<<<<<<< - * cdef np.ndarray max_classes = gt_overlaps.argmax(axis=1) - * - */ - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_gt_overlaps), - __pyx_n_s_max); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 268, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 268, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_axis, __pyx_int_1) < 0) - __PYX_ERR(0, 268, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, __pyx_t_2); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 268, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 268, __pyx_L1_error) - __pyx_v_max_overlaps = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "cyops/target.pyx":269 - * - * cdef np.ndarray max_overlaps = gt_overlaps.max(axis=1) - * cdef np.ndarray max_classes = gt_overlaps.argmax(axis=1) # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray fg_inds, bg_inds - */ - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_gt_overlaps), - __pyx_n_s_argmax); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 269, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_2 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 269, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_axis, __pyx_int_1) < 0) - __PYX_ERR(0, 269, __pyx_L1_error) - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 269, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 269, __pyx_L1_error) - __pyx_v_max_classes = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":274 - * cdef int fg_rois_per_this_image, bg_rois_per_this_image - * # Cascade RCNN Decode Filter - * if is_cascade_rcnn: # <<<<<<<<<<<<<< - * ws = boxes[:, 2] - boxes[:, 0] + 1 - * hs = boxes[:, 3] - boxes[:, 1] + 1 - */ - __pyx_t_7 = (__pyx_v_is_cascade_rcnn != 0); - if (__pyx_t_7) { - /* "cyops/target.pyx":275 - * # Cascade RCNN Decode Filter - * if is_cascade_rcnn: - * ws = boxes[:, 2] - boxes[:, 0] + 1 # <<<<<<<<<<<<<< - * hs = boxes[:, 3] - boxes[:, 1] + 1 - * keep = np.where((ws > 0) & (hs > 0))[0] - */ - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 275, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 275, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_8 = PyNumber_Subtract(__pyx_t_3, __pyx_t_2); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 275, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_8, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 275, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_v_ws = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/target.pyx":276 - * if is_cascade_rcnn: - * ws = boxes[:, 2] - boxes[:, 0] + 1 - * hs = boxes[:, 3] - boxes[:, 1] + 1 # <<<<<<<<<<<<<< - * keep = np.where((ws > 0) & (hs > 0))[0] - * boxes = boxes[keep] - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_8 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_3 = PyNumber_Subtract(__pyx_t_2, __pyx_t_8); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_hs = __pyx_t_8; - __pyx_t_8 = 0; - - /* "cyops/target.pyx":277 - * ws = boxes[:, 2] - boxes[:, 0] + 1 - * hs = boxes[:, 3] - boxes[:, 1] + 1 - * keep = np.where((ws > 0) & (hs > 0))[0] # <<<<<<<<<<<<<< - * boxes = boxes[keep] - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_where); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = PyObject_RichCompare(__pyx_v_ws, __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 277, __pyx_L1_error) - __pyx_t_1 = PyObject_RichCompare(__pyx_v_hs, __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 277, __pyx_L1_error) - __pyx_t_4 = PyNumber_And(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_1)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_8 = (__pyx_t_1) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_1, __pyx_t_4) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_GetItemInt(__pyx_t_8, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_v_keep = __pyx_t_2; - __pyx_t_2 = 0; - - /* "cyops/target.pyx":278 - * hs = boxes[:, 3] - boxes[:, 1] + 1 - * keep = np.where((ws > 0) & (hs > 0))[0] - * boxes = boxes[keep] # <<<<<<<<<<<<<< - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_v_keep); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 278, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (!(likely( - ((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 278, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_boxes, ((PyArrayObject *)__pyx_t_2)); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":279 - * keep = np.where((ws > 0) & (hs > 0))[0] - * boxes = boxes[keep] - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] # - * <<<<<<<<<<<<<< - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * bg_thresh_lo))[0] - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_where); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = PyFloat_FromDouble(__pyx_v_fg_thresh); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_1 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_8, Py_GE); - __Pyx_XGOTREF(__pyx_t_1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_2 = (__pyx_t_8) - ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_8, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 279, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely( - ((__pyx_t_4) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 279, __pyx_L1_error) - __pyx_v_fg_inds = ((PyArrayObject *)__pyx_t_4); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":280 - * boxes = boxes[keep] - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * # <<<<<<<<<<<<<< - * bg_thresh_lo))[0] - * fg_rois_per_this_image = fg_inds.shape[0] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_where); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyFloat_FromDouble(__pyx_v_bg_thresh_hi); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_8 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_2, Py_LT); - __Pyx_XGOTREF(__pyx_t_8); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":281 - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * bg_thresh_lo))[0] - * # <<<<<<<<<<<<<< - * fg_rois_per_this_image = fg_inds.shape[0] - * bg_rois_per_this_image = bg_inds.shape[0] - */ - __pyx_t_2 = PyFloat_FromDouble(__pyx_v_bg_thresh_lo); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 281, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_2, Py_GE); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":280 - * boxes = boxes[keep] - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * # <<<<<<<<<<<<<< - * bg_thresh_lo))[0] - * fg_rois_per_this_image = fg_inds.shape[0] - */ - __pyx_t_2 = PyNumber_And(__pyx_t_8, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - } - } - __pyx_t_4 = (__pyx_t_3) - ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_3, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":281 - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * bg_thresh_lo))[0] - * # <<<<<<<<<<<<<< - * fg_rois_per_this_image = fg_inds.shape[0] - * bg_rois_per_this_image = bg_inds.shape[0] - */ - __pyx_t_1 = - __Pyx_GetItemInt(__pyx_t_4, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 281, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely( - ((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 281, __pyx_L1_error) - __pyx_v_bg_inds = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":282 - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps >= - * bg_thresh_lo))[0] - * fg_rois_per_this_image = fg_inds.shape[0] # - * <<<<<<<<<<<<<< - * bg_rois_per_this_image = bg_inds.shape[0] - * else: - */ - __pyx_v_fg_rois_per_this_image = (__pyx_v_fg_inds->dimensions[0]); - - /* "cyops/target.pyx":283 - * bg_thresh_lo))[0] - * fg_rois_per_this_image = fg_inds.shape[0] - * bg_rois_per_this_image = bg_inds.shape[0] # - * <<<<<<<<<<<<<< - * else: - * # Foreground - */ - __pyx_v_bg_rois_per_this_image = (__pyx_v_bg_inds->dimensions[0]); - - /* "cyops/target.pyx":274 - * cdef int fg_rois_per_this_image, bg_rois_per_this_image - * # Cascade RCNN Decode Filter - * if is_cascade_rcnn: # <<<<<<<<<<<<<< - * ws = boxes[:, 2] - boxes[:, 0] + 1 - * hs = boxes[:, 3] - boxes[:, 1] + 1 - */ - goto __pyx_L5; - } - - /* "cyops/target.pyx":286 - * else: - * # Foreground - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] # - * <<<<<<<<<<<<<< - * fg_rois_per_this_image = np.minimum(fg_rois_per_im, fg_inds.shape[0]) - * # Sample foreground if there are too many - */ - /*else*/ { - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_where); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyFloat_FromDouble(__pyx_v_fg_thresh); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_4, Py_GE); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely( - ((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 286, __pyx_L1_error) - __pyx_v_fg_inds = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":287 - * # Foreground - * fg_inds = np.where(max_overlaps >= fg_thresh)[0] - * fg_rois_per_this_image = np.minimum(fg_rois_per_im, fg_inds.shape[0]) - * # <<<<<<<<<<<<<< - * # Sample foreground if there are too many - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_fg_rois_per_im); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_fg_inds->dimensions[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_8 = NULL; - __pyx_t_5 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_5 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_8, __pyx_t_1, __pyx_t_4}; - __pyx_t_2 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_8, __pyx_t_1, __pyx_t_4}; - __pyx_t_2 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_10 = PyTuple_New(2 + __pyx_t_5); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (__pyx_t_8) { - __Pyx_GIVEREF(__pyx_t_8); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); - __pyx_t_8 = NULL; - } - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_10, 0 + __pyx_t_5, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_10, 1 + __pyx_t_5, __pyx_t_4); - __pyx_t_1 = 0; - __pyx_t_4 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_10, NULL); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_2); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_v_fg_rois_per_this_image = __pyx_t_5; - - /* "cyops/target.pyx":289 - * fg_rois_per_this_image = np.minimum(fg_rois_per_im, fg_inds.shape[0]) - * # Sample foreground if there are too many - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - * # <<<<<<<<<<<<<< - * fg_inds = np.random.choice( - * fg_inds, size=fg_rois_per_this_image, replace=False) - */ - __pyx_t_11 = (((__pyx_v_fg_inds->dimensions[0]) > - __pyx_v_fg_rois_per_this_image) != 0); - if (__pyx_t_11) { - } else { - __pyx_t_7 = __pyx_t_11; - goto __pyx_L7_bool_binop_done; - } - __pyx_t_11 = (__pyx_v_use_random != 0); - __pyx_t_7 = __pyx_t_11; - __pyx_L7_bool_binop_done:; - if (__pyx_t_7) { - /* "cyops/target.pyx":290 - * # Sample foreground if there are too many - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - * fg_inds = np.random.choice( # <<<<<<<<<<<<<< - * fg_inds, size=fg_rois_per_this_image, replace=False) - * fg_inds = fg_inds[:fg_rois_per_this_image] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_random); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_choice); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":291 - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - * fg_inds = np.random.choice( - * fg_inds, size=fg_rois_per_this_image, replace=False) - * # <<<<<<<<<<<<<< - * fg_inds = fg_inds[:fg_rois_per_this_image] - * # Background - */ - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_fg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_inds)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_fg_inds)); - __pyx_t_10 = __Pyx_PyDict_NewPresized(2); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 291, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_fg_rois_per_this_image); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 291, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem(__pyx_t_10, __pyx_n_s_size, __pyx_t_4) < 0) - __PYX_ERR(0, 291, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (PyDict_SetItem(__pyx_t_10, __pyx_n_s_replace, Py_False) < 0) - __PYX_ERR(0, 291, __pyx_L1_error) - - /* "cyops/target.pyx":290 - * # Sample foreground if there are too many - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - * fg_inds = np.random.choice( # <<<<<<<<<<<<<< - * fg_inds, size=fg_rois_per_this_image, replace=False) - * fg_inds = fg_inds[:fg_rois_per_this_image] - */ - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_10); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (!(likely( - ((__pyx_t_4) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_fg_inds, ((PyArrayObject *)__pyx_t_4)); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":289 - * fg_rois_per_this_image = np.minimum(fg_rois_per_im, fg_inds.shape[0]) - * # Sample foreground if there are too many - * if (fg_inds.shape[0] > fg_rois_per_this_image) and use_random: - * # <<<<<<<<<<<<<< - * fg_inds = np.random.choice( - * fg_inds, size=fg_rois_per_this_image, replace=False) - */ - } - - /* "cyops/target.pyx":292 - * fg_inds = np.random.choice( - * fg_inds, size=fg_rois_per_this_image, replace=False) - * fg_inds = fg_inds[:fg_rois_per_this_image] # - * <<<<<<<<<<<<<< - * # Background - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps - * >=bg_thresh_lo))[0] - */ - __pyx_t_4 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_fg_inds), - 0, - __pyx_v_fg_rois_per_this_image, - NULL, - NULL, - NULL, - 0, - 1, - 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 292, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (!(likely( - ((__pyx_t_4) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 292, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_fg_inds, ((PyArrayObject *)__pyx_t_4)); - __pyx_t_4 = 0; - - /* "cyops/target.pyx":294 - * fg_inds = fg_inds[:fg_rois_per_this_image] - * # Background - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps - * >=bg_thresh_lo))[0] # <<<<<<<<<<<<<< - * bg_rois_per_this_image = rois_per_image - fg_rois_per_this_image - * bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - * bg_inds.shape[0]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_where); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyFloat_FromDouble(__pyx_v_bg_thresh_hi); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_2 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_10, Py_LT); - __Pyx_XGOTREF(__pyx_t_2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyFloat_FromDouble(__pyx_v_bg_thresh_lo); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = PyObject_RichCompare( - ((PyObject *)__pyx_v_max_overlaps), __pyx_t_10, Py_GE); - __Pyx_XGOTREF(__pyx_t_1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyNumber_And(__pyx_t_2, __pyx_t_1); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_1)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_4 = (__pyx_t_1) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_1, __pyx_t_10) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_10); - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_GetItemInt(__pyx_t_4, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 294, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely( - ((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 294, __pyx_L1_error) - __pyx_v_bg_inds = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":295 - * # Background - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps - * >=bg_thresh_lo))[0] - * bg_rois_per_this_image = rois_per_image - fg_rois_per_this_image - * # <<<<<<<<<<<<<< - * bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - * bg_inds.shape[0]) - * # Sample background if there are too many - */ - __pyx_v_bg_rois_per_this_image = - (__pyx_v_rois_per_image - __pyx_v_fg_rois_per_this_image); - - /* "cyops/target.pyx":296 - * bg_inds = np.where((max_overlaps < bg_thresh_hi) & (max_overlaps - * >=bg_thresh_lo))[0] - * bg_rois_per_this_image = rois_per_image - fg_rois_per_this_image - * bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - * bg_inds.shape[0]) # <<<<<<<<<<<<<< - * # Sample background if there are too many - * if (bg_inds.shape[0] > bg_rois_per_this_image) and use_random: - */ - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_bg_rois_per_this_image); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_bg_inds->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = NULL; - __pyx_t_5 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - __pyx_t_5 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_4, __pyx_t_1}; - __pyx_t_3 = __Pyx_PyFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_4, __pyx_t_1}; - __pyx_t_3 = __Pyx_PyCFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - } else -#endif - { - __pyx_t_8 = PyTuple_New(2 + __pyx_t_5); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - if (__pyx_t_2) { - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_2); - __pyx_t_2 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_8, 0 + __pyx_t_5, __pyx_t_4); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_8, 1 + __pyx_t_5, __pyx_t_1); - __pyx_t_4 = 0; - __pyx_t_1 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_8, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - } - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 296, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_v_bg_rois_per_this_image = __pyx_t_5; - - /* "cyops/target.pyx":298 - * bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - * bg_inds.shape[0]) - * # Sample background if there are too many - * if (bg_inds.shape[0] > bg_rois_per_this_image) and use_random: - * # <<<<<<<<<<<<<< - * bg_inds = np.random.choice(bg_inds, size=bg_rois_per_this_image, - * replace=False) - * bg_inds = bg_inds[:bg_rois_per_this_image] - */ - __pyx_t_11 = (((__pyx_v_bg_inds->dimensions[0]) > - __pyx_v_bg_rois_per_this_image) != 0); - if (__pyx_t_11) { - } else { - __pyx_t_7 = __pyx_t_11; - goto __pyx_L10_bool_binop_done; - } - __pyx_t_11 = (__pyx_v_use_random != 0); - __pyx_t_7 = __pyx_t_11; - __pyx_L10_bool_binop_done:; - if (__pyx_t_7) { - /* "cyops/target.pyx":299 - * # Sample background if there are too many - * if (bg_inds.shape[0] > bg_rois_per_this_image) and use_random: - * bg_inds = np.random.choice(bg_inds, size=bg_rois_per_this_image, - * replace=False) # <<<<<<<<<<<<<< - * bg_inds = bg_inds[:bg_rois_per_this_image] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_random); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_choice); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(1); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(((PyObject *)__pyx_v_bg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bg_inds)); - PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_v_bg_inds)); - __pyx_t_8 = __Pyx_PyDict_NewPresized(2); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_bg_rois_per_this_image); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_size, __pyx_t_1) < 0) - __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_replace, Py_False) < 0) - __PYX_ERR(0, 299, __pyx_L1_error) - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_10, __pyx_t_8); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely( - ((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 299, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_bg_inds, ((PyArrayObject *)__pyx_t_1)); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":298 - * bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - * bg_inds.shape[0]) - * # Sample background if there are too many - * if (bg_inds.shape[0] > bg_rois_per_this_image) and use_random: - * # <<<<<<<<<<<<<< - * bg_inds = np.random.choice(bg_inds, size=bg_rois_per_this_image, - * replace=False) - * bg_inds = bg_inds[:bg_rois_per_this_image] - */ - } - - /* "cyops/target.pyx":300 - * if (bg_inds.shape[0] > bg_rois_per_this_image) and use_random: - * bg_inds = np.random.choice(bg_inds, size=bg_rois_per_this_image, - * replace=False) - * bg_inds = bg_inds[:bg_rois_per_this_image] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray keep_inds = np.append(fg_inds, bg_inds) - */ - __pyx_t_1 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_bg_inds), - 0, - __pyx_v_bg_rois_per_this_image, - NULL, - NULL, - NULL, - 0, - 1, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 300, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely( - ((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 300, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_bg_inds, ((PyArrayObject *)__pyx_t_1)); - __pyx_t_1 = 0; - } -__pyx_L5:; - - /* "cyops/target.pyx":302 - * bg_inds = bg_inds[:bg_rois_per_this_image] - * - * cdef np.ndarray keep_inds = np.append(fg_inds, bg_inds) # - * <<<<<<<<<<<<<< - * cdef np.ndarray sampled_labels = max_classes[keep_inds] - * sampled_labels[fg_rois_per_this_image:] = 0 - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_append); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = NULL; - __pyx_t_5 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) { - __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_10); - if (likely(__pyx_t_8)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_10); - __Pyx_INCREF(__pyx_t_8); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_10, function); - __pyx_t_5 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_8, - ((PyObject *)__pyx_v_fg_inds), - ((PyObject *)__pyx_v_bg_inds)}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GOTREF(__pyx_t_1); - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_10)) { - PyObject *__pyx_temp[3] = {__pyx_t_8, - ((PyObject *)__pyx_v_fg_inds), - ((PyObject *)__pyx_v_bg_inds)}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_10, __pyx_temp + 1 - __pyx_t_5, 2 + __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_GOTREF(__pyx_t_1); - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_8) { - __Pyx_GIVEREF(__pyx_t_8); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_8); - __pyx_t_8 = NULL; - } - __Pyx_INCREF(((PyObject *)__pyx_v_fg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_fg_inds)); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_5, ((PyObject *)__pyx_v_fg_inds)); - __Pyx_INCREF(((PyObject *)__pyx_v_bg_inds)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bg_inds)); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_5, ((PyObject *)__pyx_v_bg_inds)); - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 302, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 302, __pyx_L1_error) - __pyx_v_keep_inds = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":303 - * - * cdef np.ndarray keep_inds = np.append(fg_inds, bg_inds) - * cdef np.ndarray sampled_labels = max_classes[keep_inds] # - * <<<<<<<<<<<<<< - * sampled_labels[fg_rois_per_this_image:] = 0 - * cdef np.ndarray sampled_boxes = boxes[keep_inds] - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_max_classes), - ((PyObject *)__pyx_v_keep_inds)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 303, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 303, __pyx_L1_error) - __pyx_v_sampled_labels = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":304 - * cdef np.ndarray keep_inds = np.append(fg_inds, bg_inds) - * cdef np.ndarray sampled_labels = max_classes[keep_inds] - * sampled_labels[fg_rois_per_this_image:] = 0 # <<<<<<<<<<<<<< - * cdef np.ndarray sampled_boxes = boxes[keep_inds] - * cdef np.ndarray sampled_gts = gt_boxes[box_to_gt_ind_map[keep_inds]] - */ - if (__Pyx_PyObject_SetSlice(((PyObject *)__pyx_v_sampled_labels), - __pyx_int_0, - __pyx_v_fg_rois_per_this_image, - 0, - NULL, - NULL, - NULL, - 1, - 0, - 0) < 0) - __PYX_ERR(0, 304, __pyx_L1_error) - - /* "cyops/target.pyx":305 - * cdef np.ndarray sampled_labels = max_classes[keep_inds] - * sampled_labels[fg_rois_per_this_image:] = 0 - * cdef np.ndarray sampled_boxes = boxes[keep_inds] # - * <<<<<<<<<<<<<< - * cdef np.ndarray sampled_gts = gt_boxes[box_to_gt_ind_map[keep_inds]] - * sampled_gts[fg_rois_per_this_image:, :] = gt_boxes[0] - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), - ((PyObject *)__pyx_v_keep_inds)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 305, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 305, __pyx_L1_error) - __pyx_v_sampled_boxes = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":306 - * sampled_labels[fg_rois_per_this_image:] = 0 - * cdef np.ndarray sampled_boxes = boxes[keep_inds] - * cdef np.ndarray sampled_gts = gt_boxes[box_to_gt_ind_map[keep_inds]] - * # <<<<<<<<<<<<<< - * sampled_gts[fg_rois_per_this_image:, :] = gt_boxes[0] - * - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_box_to_gt_ind_map), - ((PyObject *)__pyx_v_keep_inds)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_1); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 306, __pyx_L1_error) - __pyx_v_sampled_gts = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":307 - * cdef np.ndarray sampled_boxes = boxes[keep_inds] - * cdef np.ndarray sampled_gts = gt_boxes[box_to_gt_ind_map[keep_inds]] - * sampled_gts[fg_rois_per_this_image:, :] = gt_boxes[0] # - * <<<<<<<<<<<<<< - * - * cdef np.ndarray bbox_label_targets - */ - __pyx_t_10 = __Pyx_GetItemInt(((PyObject *)__pyx_v_gt_boxes), - 0, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 307, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_fg_rois_per_this_image); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 307, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PySlice_New(__pyx_t_1, Py_None, Py_None); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 307, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 307, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_slice_); - __pyx_t_3 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_sampled_gts), - __pyx_t_1, - __pyx_t_10) < 0)) - __PYX_ERR(0, 307, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":314 - * cdef np.ndarray bbox_outside_weights - * cdef np.ndarray sampled_rois - * bbox_label_targets = compute_targets(sampled_boxes, sampled_gts, - * sampled_labels, bbox_reg_weights) # <<<<<<<<<<<<<< - * bbox_targets, bbox_inside_weights = - * expand_bbox_targets(bbox_label_targets, class_nums, is_cls_agnostic) - * bbox_outside_weights = np.array(bbox_inside_weights > 0, - * dtype=bbox_inside_weights.dtype) - */ - __pyx_t_10 = __pyx_f_5cyops_6target_compute_targets(__pyx_v_sampled_boxes, - __pyx_v_sampled_gts, - __pyx_v_sampled_labels, - __pyx_v_bbox_reg_weights); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 314, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 314, __pyx_L1_error) - __pyx_v_bbox_label_targets = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":315 - * cdef np.ndarray sampled_rois - * bbox_label_targets = compute_targets(sampled_boxes, sampled_gts, - * sampled_labels, bbox_reg_weights) - * bbox_targets, bbox_inside_weights = - * expand_bbox_targets(bbox_label_targets, class_nums, is_cls_agnostic) - * # <<<<<<<<<<<<<< - * bbox_outside_weights = np.array(bbox_inside_weights > 0, - * dtype=bbox_inside_weights.dtype) - * # Scale rois - */ - __pyx_t_10 = __pyx_f_5cyops_6target_expand_bbox_targets( - __pyx_v_bbox_label_targets, __pyx_v_class_nums, __pyx_v_is_cls_agnostic); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 315, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - if ((likely(PyTuple_CheckExact(__pyx_t_10))) || - (PyList_CheckExact(__pyx_t_10))) { - PyObject *sequence = __pyx_t_10; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 2)) { - if (size > 2) - __Pyx_RaiseTooManyValuesError(2); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(0, 315, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - if (likely(PyTuple_CheckExact(sequence))) { - __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); - } else { - __pyx_t_1 = PyList_GET_ITEM(sequence, 0); - __pyx_t_3 = PyList_GET_ITEM(sequence, 1); - } - __Pyx_INCREF(__pyx_t_1); - __Pyx_INCREF(__pyx_t_3); -#else - __pyx_t_1 = PySequence_ITEM(sequence, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 315, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PySequence_ITEM(sequence, 1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 315, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - } else { - Py_ssize_t index = -1; - __pyx_t_8 = PyObject_GetIter(__pyx_t_10); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 315, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_12 = Py_TYPE(__pyx_t_8)->tp_iternext; - index = 0; - __pyx_t_1 = __pyx_t_12(__pyx_t_8); - if (unlikely(!__pyx_t_1)) goto __pyx_L12_unpacking_failed; - __Pyx_GOTREF(__pyx_t_1); - index = 1; - __pyx_t_3 = __pyx_t_12(__pyx_t_8); - if (unlikely(!__pyx_t_3)) goto __pyx_L12_unpacking_failed; - __Pyx_GOTREF(__pyx_t_3); - if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_8), 2) < 0) - __PYX_ERR(0, 315, __pyx_L1_error) - __pyx_t_12 = NULL; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - goto __pyx_L13_unpacking_done; - __pyx_L12_unpacking_failed:; - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_12 = NULL; - if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); - __PYX_ERR(0, 315, __pyx_L1_error) - __pyx_L13_unpacking_done:; - } - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 315, __pyx_L1_error) - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 315, __pyx_L1_error) - __pyx_v_bbox_targets = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_bbox_inside_weights = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":316 - * bbox_label_targets = compute_targets(sampled_boxes, sampled_gts, - * sampled_labels, bbox_reg_weights) - * bbox_targets, bbox_inside_weights = - * expand_bbox_targets(bbox_label_targets, class_nums, is_cls_agnostic) - * bbox_outside_weights = np.array(bbox_inside_weights > 0, - * dtype=bbox_inside_weights.dtype) # <<<<<<<<<<<<<< - * # Scale rois - * sampled_rois = sampled_boxes * im_scale - */ - __Pyx_GetModuleGlobalName(__pyx_t_10, __pyx_n_s_np); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s_array); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyObject_RichCompare( - ((PyObject *)__pyx_v_bbox_inside_weights), __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_10); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 316, __pyx_L1_error) - __pyx_t_1 = PyTuple_New(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_8 = __Pyx_PyObject_GetAttrStr( - ((PyObject *)__pyx_v_bbox_inside_weights), __pyx_n_s_dtype); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - if (PyDict_SetItem(__pyx_t_10, __pyx_n_s_dtype, __pyx_t_8) < 0) - __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, __pyx_t_10); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 316, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - if (!(likely(((__pyx_t_8) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 316, __pyx_L1_error) - __pyx_v_bbox_outside_weights = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "cyops/target.pyx":318 - * bbox_outside_weights = np.array(bbox_inside_weights > 0, - * dtype=bbox_inside_weights.dtype) - * # Scale rois - * sampled_rois = sampled_boxes * im_scale # <<<<<<<<<<<<<< - * - * return sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights - */ - __pyx_t_8 = PyFloat_FromDouble(__pyx_v_im_scale); - if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 318, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_10 = - PyNumber_Multiply(((PyObject *)__pyx_v_sampled_boxes), __pyx_t_8); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 318, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - if (!(likely(((__pyx_t_10) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 318, __pyx_L1_error) - __pyx_v_sampled_rois = ((PyArrayObject *)__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":320 - * sampled_rois = sampled_boxes * im_scale - * - * return sampled_rois, sampled_labels, bbox_targets, bbox_inside_weights, - * bbox_outside_weights # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_10 = PyTuple_New(5); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 320, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_INCREF(((PyObject *)__pyx_v_sampled_rois)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_sampled_rois)); - PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_v_sampled_rois)); - __Pyx_INCREF(((PyObject *)__pyx_v_sampled_labels)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_sampled_labels)); - PyTuple_SET_ITEM(__pyx_t_10, 1, ((PyObject *)__pyx_v_sampled_labels)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_targets)); - PyTuple_SET_ITEM(__pyx_t_10, 2, ((PyObject *)__pyx_v_bbox_targets)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weights)); - PyTuple_SET_ITEM(__pyx_t_10, 3, ((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_outside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_outside_weights)); - PyTuple_SET_ITEM(__pyx_t_10, 4, ((PyObject *)__pyx_v_bbox_outside_weights)); - __pyx_r = __pyx_t_10; - __pyx_t_10 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":224 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef sample_rois_cy( # <<<<<<<<<<<<<< -* np.ndarray rpn_rois, -* np.ndarray gt_classes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_AddTraceback("cyops.target.sample_rois_cy", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_boxes); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_overlaps); - __Pyx_XDECREF((PyObject *)__pyx_v_box_to_gt_ind_map); - __Pyx_XDECREF((PyObject *)__pyx_v_proposal_to_gt_overlaps); - __Pyx_XDECREF((PyObject *)__pyx_v_overlaps_argmax); - __Pyx_XDECREF((PyObject *)__pyx_v_overlaps_max); - __Pyx_XDECREF((PyObject *)__pyx_v_overlapped_boxes_ind); - __Pyx_XDECREF((PyObject *)__pyx_v_overlapped_boxes_gt_classes); - __Pyx_XDECREF((PyObject *)__pyx_v_crowd_ind); - __Pyx_XDECREF((PyObject *)__pyx_v_max_overlaps); - __Pyx_XDECREF((PyObject *)__pyx_v_max_classes); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bg_inds); - __Pyx_XDECREF(__pyx_v_ws); - __Pyx_XDECREF(__pyx_v_hs); - __Pyx_XDECREF(__pyx_v_keep); - __Pyx_XDECREF((PyObject *)__pyx_v_keep_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_boxes); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_gts); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_label_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_outside_weights); - __Pyx_XDECREF((PyObject *)__pyx_v_sampled_rois); - __Pyx_XDECREF((PyObject *)__pyx_v_rpn_rois); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":326 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef bbox_overlaps( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes): - */ - -static PyObject *__pyx_f_5cyops_6target_bbox_overlaps( - PyArrayObject *__pyx_v_roi_boxes, PyArrayObject *__pyx_v_gt_boxes) { - PyArrayObject *__pyx_v_w1 = 0; - PyArrayObject *__pyx_v_h1 = 0; - PyArrayObject *__pyx_v_w2 = 0; - PyArrayObject *__pyx_v_h2 = 0; - PyArrayObject *__pyx_v_area1 = 0; - PyArrayObject *__pyx_v_area2 = 0; - PyArrayObject *__pyx_v_overlaps = 0; - float __pyx_v_inter_x1; - float __pyx_v_inter_y1; - float __pyx_v_inter_x2; - float __pyx_v_inter_y2; - float __pyx_v_inter_w; - float __pyx_v_inter_h; - float __pyx_v_inter_area; - float __pyx_v_iou; - npy_intp __pyx_v_ind1; - npy_intp __pyx_v_ind2; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - int __pyx_t_6; - npy_intp __pyx_t_7; - npy_intp __pyx_t_8; - npy_intp __pyx_t_9; - npy_intp __pyx_t_10; - npy_intp __pyx_t_11; - npy_intp __pyx_t_12; - PyObject *__pyx_t_13 = NULL; - float __pyx_t_14; - __Pyx_RefNannySetupContext("bbox_overlaps", 0); - - /* "cyops/target.pyx":330 - * np.ndarray gt_boxes): - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_2, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 330, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 330, __pyx_L1_error) - __pyx_v_w1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":331 - * - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 331, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 331, __pyx_L1_error) - __pyx_v_h1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":332 - * cdef np.ndarray w1 = np.maximum(roi_boxes[:, 2] - roi_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_2, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 332, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 332, __pyx_L1_error) - __pyx_v_w2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":333 - * cdef np.ndarray h1 = np.maximum(roi_boxes[:, 3] - roi_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) # <<<<<<<<<<<<<< - * cdef np.ndarray area1 = w1 * h1 - * cdef np.ndarray area2 = w2 * h2 - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Subtract(__pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_t_5, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_4, __pyx_float_0_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_float_0_0); - __Pyx_GIVEREF(__pyx_float_0_0); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_float_0_0); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 333, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 333, __pyx_L1_error) - __pyx_v_h2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":334 - * cdef np.ndarray w2 = np.maximum(gt_boxes[:, 2] - gt_boxes[:, 0] + 1, - * 0.0) - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 # <<<<<<<<<<<<<< - * cdef np.ndarray area2 = w2 * h2 - * - */ - __pyx_t_1 = - PyNumber_Multiply(((PyObject *)__pyx_v_w1), ((PyObject *)__pyx_v_h1)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 334, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 334, __pyx_L1_error) - __pyx_v_area1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":335 - * cdef np.ndarray h2 = np.maximum(gt_boxes[:, 3] - gt_boxes[:, 1] + 1, - * 0.0) - * cdef np.ndarray area1 = w1 * h1 - * cdef np.ndarray area2 = w2 * h2 # <<<<<<<<<<<<<< - * - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) - */ - __pyx_t_1 = - PyNumber_Multiply(((PyObject *)__pyx_v_w2), ((PyObject *)__pyx_v_h2)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 335, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 335, __pyx_L1_error) - __pyx_v_area2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":337 - * cdef np.ndarray area2 = w2 * h2 - * - * cdef np.ndarray overlaps = np.zeros((roi_boxes.shape[0], - * gt_boxes.shape[0])) # <<<<<<<<<<<<<< - * cdef float inter_x1, inter_y1, inter_x2, inter_y2, inter_w, inter_h, - * inter_area, iou - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_gt_boxes->dimensions[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 337, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 337, __pyx_L1_error) - __pyx_v_overlaps = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":340 - * cdef float inter_x1, inter_y1, inter_x2, inter_y2, inter_w, inter_h, - * inter_area, iou - * - * for ind1 in range(roi_boxes.shape[0]): # <<<<<<<<<<<<<< - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - */ - __pyx_t_7 = (__pyx_v_roi_boxes->dimensions[0]); - __pyx_t_8 = __pyx_t_7; - for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9 += 1) { - __pyx_v_ind1 = __pyx_t_9; - - /* "cyops/target.pyx":341 - * - * for ind1 in range(roi_boxes.shape[0]): - * for ind2 in range(gt_boxes.shape[0]): # <<<<<<<<<<<<<< - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - */ - __pyx_t_10 = (__pyx_v_gt_boxes->dimensions[0]); - __pyx_t_11 = __pyx_t_10; - for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_11; __pyx_t_12 += 1) { - __pyx_v_ind2 = __pyx_t_12; - - /* "cyops/target.pyx":342 - * for ind1 in range(roi_boxes.shape[0]): - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * # <<<<<<<<<<<<<< - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_0); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyTuple_New(2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_0); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_3, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_t_3, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_13 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - if (__pyx_t_2) { - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_2); - __pyx_t_2 = NULL; - } - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_13, 0 + __pyx_t_6, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_13, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_3 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_13, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - } - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 342, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_x1 = __pyx_t_14; - - /* "cyops/target.pyx":343 - * for ind2 in range(gt_boxes.shape[0]): - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * # <<<<<<<<<<<<<< - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_1); - __pyx_t_5 = 0; - __pyx_t_5 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_1); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_13))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_13); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_13); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_13, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_13)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_13, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_13)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_13, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_3) { - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); - __pyx_t_3 = NULL; - } - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_5 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_13, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 343, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_y1 = __pyx_t_14; - - /* "cyops/target.pyx":344 - * inter_x1 = np.maximum(roi_boxes[ind1, 0], gt_boxes[ind2, 0]) - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * # <<<<<<<<<<<<<< - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_13, __pyx_n_s_np); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __pyx_t_13 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_13); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_2); - __pyx_t_13 = 0; - __pyx_t_13 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_5); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_13, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_13, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_3 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); - __pyx_t_5 = NULL; - } - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_3, 0 + __pyx_t_6, __pyx_t_13); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_13 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 344, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_x2 = __pyx_t_14; - - /* "cyops/target.pyx":345 - * inter_y1 = np.maximum(roi_boxes[ind1, 1], gt_boxes[ind2, 1]) - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * # <<<<<<<<<<<<<< - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_minimum); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_int_3); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_roi_boxes), __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_13 = PyTuple_New(2); - if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_13); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_4); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_int_3); - __pyx_t_4 = 0; - __pyx_t_4 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_t_13); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_13); - __pyx_t_13 = 0; - __pyx_t_13 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_13)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_13); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_13, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) { - PyObject *__pyx_temp[3] = {__pyx_t_13, __pyx_t_2, __pyx_t_4}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_3, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_13); - __pyx_t_13 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } else -#endif - { - __pyx_t_5 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (__pyx_t_13) { - __Pyx_GIVEREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_13); - __pyx_t_13 = NULL; - } - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0 + __pyx_t_6, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1 + __pyx_t_6, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 345, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_y2 = __pyx_t_14; - - /* "cyops/target.pyx":346 - * inter_x2 = np.minimum(roi_boxes[ind1, 2], gt_boxes[ind2, 2]) - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) # - * <<<<<<<<<<<<<< - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h - */ - __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - PyFloat_FromDouble(((__pyx_v_inter_x2 - __pyx_v_inter_x1) + 1.0)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_4, __pyx_t_3, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) { - PyObject *__pyx_temp[3] = {__pyx_t_4, __pyx_t_3, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_5, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - } else -#endif - { - __pyx_t_2 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - if (__pyx_t_4) { - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4); - __pyx_t_4 = NULL; - } - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_2, 0 + __pyx_t_6, __pyx_t_3); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_2, 1 + __pyx_t_6, __pyx_int_0); - __pyx_t_3 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_2, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - } - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 346, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_w = __pyx_t_14; - - /* "cyops/target.pyx":347 - * inter_y2 = np.minimum(roi_boxes[ind1, 3], gt_boxes[ind2, 3]) - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) # - * <<<<<<<<<<<<<< - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - */ - __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_maximum); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = - PyFloat_FromDouble(((__pyx_v_inter_y2 - __pyx_v_inter_y1) + 1.0)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = NULL; - __pyx_t_6 = 0; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - __pyx_t_6 = 1; - } - } -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } else -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) { - PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_t_5, __pyx_int_0}; - __pyx_t_1 = __Pyx_PyCFunction_FastCall( - __pyx_t_2, __pyx_temp + 1 - __pyx_t_6, 2 + __pyx_t_6); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - } else -#endif - { - __pyx_t_4 = PyTuple_New(2 + __pyx_t_6); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (__pyx_t_3) { - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); - __pyx_t_3 = NULL; - } - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_4, 0 + __pyx_t_6, __pyx_t_5); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_4, 1 + __pyx_t_6, __pyx_int_0); - __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_1); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 347, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_v_inter_h = __pyx_t_14; - - /* "cyops/target.pyx":348 - * inter_w = np.maximum(inter_x2 - inter_x1 + 1, 0) - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h # <<<<<<<<<<<<<< - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * overlaps[ind1, ind2] = iou - */ - __pyx_v_inter_area = (__pyx_v_inter_w * __pyx_v_inter_h); - - /* "cyops/target.pyx":349 - * inter_h = np.maximum(inter_y2 - inter_y1 + 1, 0) - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * # <<<<<<<<<<<<<< - * overlaps[ind1, ind2] = iou - * #if iou > 0: - */ - __pyx_t_1 = PyFloat_FromDouble(__pyx_v_inter_area); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_area1), - __pyx_v_ind1, - npy_intp, - 1, - __Pyx_PyInt_From_Py_intptr_t, - 0, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = __Pyx_GetItemInt(((PyObject *)__pyx_v_area2), - __pyx_v_ind2, - npy_intp, - 1, - __Pyx_PyInt_From_Py_intptr_t, - 0, - 0, - 0); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyNumber_Add(__pyx_t_2, __pyx_t_4); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyFloat_FromDouble(__pyx_v_inter_area); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyNumber_Subtract(__pyx_t_5, __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyNumber_Divide(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_14 = __pyx_PyFloat_AsFloat(__pyx_t_4); - if (unlikely((__pyx_t_14 == (float)-1) && PyErr_Occurred())) - __PYX_ERR(0, 349, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_v_iou = __pyx_t_14; - - /* "cyops/target.pyx":350 - * inter_area = inter_w * inter_h - * iou = inter_area / (area1[ind1] + area2[ind2] - inter_area) - * overlaps[ind1, ind2] = iou # <<<<<<<<<<<<<< - * #if iou > 0: - * # print("iou({},{}): {}".format(ind1,ind2,iou)) - */ - __pyx_t_4 = PyFloat_FromDouble(__pyx_v_iou); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 350, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 350, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_ind2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 350, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 350, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1); - __pyx_t_2 = 0; - __pyx_t_1 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_overlaps), - __pyx_t_5, - __pyx_t_4) < 0)) - __PYX_ERR(0, 350, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - } - } - - /* "cyops/target.pyx":353 - * #if iou > 0: - * # print("iou({},{}): {}".format(ind1,ind2,iou)) - * return overlaps # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_overlaps)); - __pyx_r = ((PyObject *)__pyx_v_overlaps); - goto __pyx_L0; - -/* "cyops/target.pyx":326 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef bbox_overlaps( # <<<<<<<<<<<<<< -* np.ndarray roi_boxes, -* np.ndarray gt_boxes): -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_13); - __Pyx_AddTraceback("cyops.target.bbox_overlaps", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_w1); - __Pyx_XDECREF((PyObject *)__pyx_v_h1); - __Pyx_XDECREF((PyObject *)__pyx_v_w2); - __Pyx_XDECREF((PyObject *)__pyx_v_h2); - __Pyx_XDECREF((PyObject *)__pyx_v_area1); - __Pyx_XDECREF((PyObject *)__pyx_v_area2); - __Pyx_XDECREF((PyObject *)__pyx_v_overlaps); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":359 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef box_to_delta( # <<<<<<<<<<<<<< - * np.ndarray ex_boxes, - * np.ndarray gt_boxes, - */ - -static PyObject *__pyx_f_5cyops_6target_box_to_delta( - PyArrayObject *__pyx_v_ex_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_weights) { - PyArrayObject *__pyx_v_ex_w = 0; - PyArrayObject *__pyx_v_ex_h = 0; - PyArrayObject *__pyx_v_ex_ctr_x = 0; - PyArrayObject *__pyx_v_ex_ctr_y = 0; - PyArrayObject *__pyx_v_gt_w = 0; - PyArrayObject *__pyx_v_gt_h = 0; - PyArrayObject *__pyx_v_gt_ctr_x = 0; - PyArrayObject *__pyx_v_gt_ctr_y = 0; - PyArrayObject *__pyx_v_dx = 0; - PyArrayObject *__pyx_v_dy = 0; - PyArrayObject *__pyx_v_dw = 0; - PyArrayObject *__pyx_v_dh = 0; - PyArrayObject *__pyx_v_targets = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - __Pyx_RefNannySetupContext("box_to_delta", 0); - - /* "cyops/target.pyx":365 - * - * cdef np.ndarray ex_w, ex_h, ex_ctr_x, ex_ctr_y, gt_w, gt_h, gt_ctr_x, - * gt_ctr_y, dx, dy, dw, dh, targets - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 # <<<<<<<<<<<<<< - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 365, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 365, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Subtract(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 365, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 365, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 365, __pyx_L1_error) - __pyx_v_ex_w = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":366 - * cdef np.ndarray ex_w, ex_h, ex_ctr_x, ex_ctr_y, gt_w, gt_h, gt_ctr_x, - * gt_ctr_y, dx, dy, dw, dh, targets - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 # <<<<<<<<<<<<<< - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 366, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 366, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 366, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 366, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 366, __pyx_L1_error) - __pyx_v_ex_h = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":367 - * ex_w = ex_boxes[:, 2] - ex_boxes[:, 0] + 1 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w # <<<<<<<<<<<<<< - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - * - */ - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 367, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Multiply(__pyx_float_0_5, ((PyObject *)__pyx_v_ex_w)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 367, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 367, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 367, __pyx_L1_error) - __pyx_v_ex_ctr_x = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":368 - * ex_h = ex_boxes[:, 3] - ex_boxes[:, 1] + 1 - * ex_ctr_x = ex_boxes[:, 0] + 0.5 * ex_w - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h # <<<<<<<<<<<<<< - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_ex_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 368, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = PyNumber_Multiply(__pyx_float_0_5, ((PyObject *)__pyx_v_ex_h)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 368, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 368, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 368, __pyx_L1_error) - __pyx_v_ex_ctr_y = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":370 - * ex_ctr_y = ex_boxes[:, 1] + 0.5 * ex_h - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 # <<<<<<<<<<<<<< - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - */ - __pyx_t_3 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 370, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 370, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyNumber_Subtract(__pyx_t_3, __pyx_t_1); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 370, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_AddObjC(__pyx_t_2, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 370, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 370, __pyx_L1_error) - __pyx_v_gt_w = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":371 - * - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 # <<<<<<<<<<<<<< - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 371, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 371, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Subtract(__pyx_t_1, __pyx_t_2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 371, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 371, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 371, __pyx_L1_error) - __pyx_v_gt_h = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":372 - * gt_w = gt_boxes[:, 2] - gt_boxes[:, 0] + 1 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w # <<<<<<<<<<<<<< - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - * - */ - __pyx_t_2 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 372, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_float_0_5, ((PyObject *)__pyx_v_gt_w)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 372, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_t_3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 372, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 372, __pyx_L1_error) - __pyx_v_gt_ctr_x = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":373 - * gt_h = gt_boxes[:, 3] - gt_boxes[:, 1] + 1 - * gt_ctr_x = gt_boxes[:, 0] + 0.5 * gt_w - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h # <<<<<<<<<<<<<< - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - */ - __pyx_t_1 = - __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_gt_boxes), __pyx_tuple__3); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 373, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyNumber_Multiply(__pyx_float_0_5, ((PyObject *)__pyx_v_gt_h)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 373, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 373, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 373, __pyx_L1_error) - __pyx_v_gt_ctr_y = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":375 - * gt_ctr_y = gt_boxes[:, 1] + 0.5 * gt_h - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] # - * <<<<<<<<<<<<<< - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] - */ - __pyx_t_2 = PyNumber_Subtract(((PyObject *)__pyx_v_gt_ctr_x), - ((PyObject *)__pyx_v_ex_ctr_x)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 375, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_2, ((PyObject *)__pyx_v_ex_w)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 375, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 0, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 375, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 375, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 375, __pyx_L1_error) - __pyx_v_dx = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":376 - * - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] # - * <<<<<<<<<<<<<< - * dw = (np.log(gt_w / ex_w)) / weights[2] - * dh = (np.log(gt_h / ex_h)) / weights[3] - */ - __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_gt_ctr_y), - ((PyObject *)__pyx_v_ex_ctr_y)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 376, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_1, ((PyObject *)__pyx_v_ex_h)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 376, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 1, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 376, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_2, __pyx_t_1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 376, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 376, __pyx_L1_error) - __pyx_v_dy = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":377 - * dx = (gt_ctr_x - ex_ctr_x) / ex_w / weights[0] - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] # <<<<<<<<<<<<<< - * dh = (np.log(gt_h / ex_h)) / weights[3] - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_log); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyNumber_Divide(((PyObject *)__pyx_v_gt_w), - ((PyObject *)__pyx_v_ex_w)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 2, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 377, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 377, __pyx_L1_error) - __pyx_v_dw = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":378 - * dy = (gt_ctr_y - ex_ctr_y) / ex_h / weights[1] - * dw = (np.log(gt_w / ex_w)) / weights[2] - * dh = (np.log(gt_h / ex_h)) / weights[3] # <<<<<<<<<<<<<< - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_log); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyNumber_Divide(((PyObject *)__pyx_v_gt_h), - ((PyObject *)__pyx_v_ex_h)); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_weights), - 3, - long, - 1, - __Pyx_PyInt_From_long, - 0, - 0, - 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_1, __pyx_t_3); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 378, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 378, __pyx_L1_error) - __pyx_v_dh = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":380 - * dh = (np.log(gt_h / ex_h)) / weights[3] - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() # - * <<<<<<<<<<<<<< - * return targets - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_vstack); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyList_New(4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_INCREF(((PyObject *)__pyx_v_dx)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_dx)); - PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_dx)); - __Pyx_INCREF(((PyObject *)__pyx_v_dy)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_dy)); - PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_dy)); - __Pyx_INCREF(((PyObject *)__pyx_v_dw)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_dw)); - PyList_SET_ITEM(__pyx_t_1, 2, ((PyObject *)__pyx_v_dw)); - __Pyx_INCREF(((PyObject *)__pyx_v_dh)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_dh)); - PyList_SET_ITEM(__pyx_t_1, 3, ((PyObject *)__pyx_v_dh)); - __pyx_t_5 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_5)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_3 = (__pyx_t_5) - ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_5); - __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_transpose); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) { - __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4); - if (likely(__pyx_t_3)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_4); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_4, function); - } - } - __pyx_t_2 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3) - : __Pyx_PyObject_CallNoArg(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 380, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely(((__pyx_t_2) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 380, __pyx_L1_error) - __pyx_v_targets = ((PyArrayObject *)__pyx_t_2); - __pyx_t_2 = 0; - - /* "cyops/target.pyx":381 - * - * targets = np.vstack([dx, dy, dw, dh]).transpose() - * return targets # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_targets)); - __pyx_r = ((PyObject *)__pyx_v_targets); - goto __pyx_L0; - -/* "cyops/target.pyx":359 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef box_to_delta( # <<<<<<<<<<<<<< -* np.ndarray ex_boxes, -* np.ndarray gt_boxes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_AddTraceback( - "cyops.target.box_to_delta", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_ex_w); - __Pyx_XDECREF((PyObject *)__pyx_v_ex_h); - __Pyx_XDECREF((PyObject *)__pyx_v_ex_ctr_x); - __Pyx_XDECREF((PyObject *)__pyx_v_ex_ctr_y); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_w); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_h); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_ctr_x); - __Pyx_XDECREF((PyObject *)__pyx_v_gt_ctr_y); - __Pyx_XDECREF((PyObject *)__pyx_v_dx); - __Pyx_XDECREF((PyObject *)__pyx_v_dy); - __Pyx_XDECREF((PyObject *)__pyx_v_dw); - __Pyx_XDECREF((PyObject *)__pyx_v_dh); - __Pyx_XDECREF((PyObject *)__pyx_v_targets); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":387 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef compute_targets( # <<<<<<<<<<<<<< - * np.ndarray roi_boxes, - * np.ndarray gt_boxes, - */ - -static PyObject *__pyx_f_5cyops_6target_compute_targets( - PyArrayObject *__pyx_v_roi_boxes, - PyArrayObject *__pyx_v_gt_boxes, - PyArrayObject *__pyx_v_labels, - PyArrayObject *__pyx_v_bbox_reg_weights) { - PyArrayObject *__pyx_v_targets = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - __Pyx_RefNannySetupContext("compute_targets", 0); - - /* "cyops/target.pyx":393 - * np.ndarray bbox_reg_weights): - * - * cdef np.ndarray targets = np.zeros((roi_boxes.shape[0], - * roi_boxes.shape[1]), dtype='i4') # <<<<<<<<<<<<<< - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_roi_boxes->dimensions[1])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3); - __pyx_t_1 = 0; - __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_n_s_i4) < 0) - __PYX_ERR(0, 393, __pyx_L1_error) - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_4); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 393, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 393, __pyx_L1_error) - __pyx_v_targets = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":395 - * cdef np.ndarray targets = np.zeros((roi_boxes.shape[0], - * roi_boxes.shape[1]), dtype='i4') - * #bbox_reg_weights = np.asarray(bbox_reg_weights) - * targets = box_to_delta( # <<<<<<<<<<<<<< - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * - */ - __pyx_t_1 = __pyx_f_5cyops_6target_box_to_delta( - __pyx_v_roi_boxes, __pyx_v_gt_boxes, __pyx_v_bbox_reg_weights); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 395, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 395, __pyx_L1_error) - __Pyx_DECREF_SET(__pyx_v_targets, ((PyArrayObject *)__pyx_t_1)); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":398 - * ex_boxes=roi_boxes, gt_boxes=gt_boxes, weights=bbox_reg_weights) - * - * return np.hstack([labels[:, np.newaxis], targets]).astype(np.float32, - * copy=False) # <<<<<<<<<<<<<< - * - * - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_hstack); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_newaxis); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_INCREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_slice_); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_labels), __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = PyList_New(2); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_GIVEREF(__pyx_t_2); - PyList_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); - __Pyx_INCREF(((PyObject *)__pyx_v_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_targets)); - PyList_SET_ITEM(__pyx_t_4, 1, ((PyObject *)__pyx_v_targets)); - __pyx_t_2 = 0; - __pyx_t_2 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_2)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_2); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_2) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_t_4) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_astype); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_float32); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyTuple_New(1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyDict_NewPresized(1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_copy, Py_False) < 0) - __PYX_ERR(0, 398, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, __pyx_t_4); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 398, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":387 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef compute_targets( # <<<<<<<<<<<<<< -* np.ndarray roi_boxes, -* np.ndarray gt_boxes, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback("cyops.target.compute_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_targets); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "cyops/target.pyx":404 - * @cython.wraparound(False) - * @cython.boundscheck(False) - * cdef expand_bbox_targets( # <<<<<<<<<<<<<< - * np.ndarray bbox_targets_input, - * int class_nums, - */ - -static PyObject *__pyx_f_5cyops_6target_expand_bbox_targets( - PyArrayObject *__pyx_v_bbox_targets_input, - int __pyx_v_class_nums, - int __pyx_v_is_cls_agnostic) { - PyArrayObject *__pyx_v_class_labels = 0; - PyArrayObject *__pyx_v_fg_inds = 0; - PyArrayObject *__pyx_v_bbox_targets = 0; - PyArrayObject *__pyx_v_bbox_inside_weights = 0; - int __pyx_v_class_label; - int __pyx_v_start_ind; - int __pyx_v_end_ind; - int __pyx_v_ind; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - PyObject *__pyx_t_5 = NULL; - Py_ssize_t __pyx_t_6; - PyObject *(*__pyx_t_7)(PyObject *); - int __pyx_t_8; - int __pyx_t_9; - PyObject *__pyx_t_10 = NULL; - __Pyx_RefNannySetupContext("expand_bbox_targets", 0); - - /* "cyops/target.pyx":409 - * bint is_cls_agnostic): - * - * cdef np.ndarray class_labels = bbox_targets_input[:, 0] # - * <<<<<<<<<<<<<< - * cdef np.ndarray fg_inds = np.where(class_labels > 0)[0] - * #if is_cls_agnostic: - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_bbox_targets_input), - __pyx_tuple__2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 409, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 409, __pyx_L1_error) - __pyx_v_class_labels = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":410 - * - * cdef np.ndarray class_labels = bbox_targets_input[:, 0] - * cdef np.ndarray fg_inds = np.where(class_labels > 0)[0] # - * <<<<<<<<<<<<<< - * #if is_cls_agnostic: - * # class_labels = [1 if ll > 0 else 0 for ll in class_labels] - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 410, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_where); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 410, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyObject_RichCompare( - ((PyObject *)__pyx_v_class_labels), __pyx_int_0, Py_GT); - __Pyx_XGOTREF(__pyx_t_2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 410, __pyx_L1_error) - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - } - } - __pyx_t_1 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_4, __pyx_t_2) - : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 410, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 410, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 410, __pyx_L1_error) - __pyx_v_fg_inds = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":415 - * # class_labels = np.array(class_labels, dtype=np.int32) - * # class_nums = 2 - * cdef np.ndarray bbox_targets = np.zeros((class_labels.shape[0], 4 * - * class_nums if not is_cls_agnostic else 4 * 2)) # <<<<<<<<<<<<<< - * cdef np.ndarray bbox_inside_weights = np.zeros((bbox_targets.shape[0], - * bbox_targets.shape[1])) - * - */ - __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_class_labels->dimensions[0])); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (((!(__pyx_v_is_cls_agnostic != 0)) != 0)) { - __pyx_t_5 = __Pyx_PyInt_From_long((4 * __pyx_v_class_nums)); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __pyx_t_5; - __pyx_t_5 = 0; - } else { - __Pyx_INCREF(__pyx_int_8); - __pyx_t_4 = __pyx_int_8; - } - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4); - __pyx_t_1 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_2); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_2, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_5) - : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 415, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 415, __pyx_L1_error) - __pyx_v_bbox_targets = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":416 - * # class_nums = 2 - * cdef np.ndarray bbox_targets = np.zeros((class_labels.shape[0], 4 * - * class_nums if not is_cls_agnostic else 4 * 2)) - * cdef np.ndarray bbox_inside_weights = np.zeros((bbox_targets.shape[0], - * bbox_targets.shape[1])) # <<<<<<<<<<<<<< - * - * cdef int class_label, start_ind, end_ind, ind - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_bbox_targets->dimensions[0])); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = - __Pyx_PyInt_From_Py_intptr_t((__pyx_v_bbox_targets->dimensions[1])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_1 = PyTuple_New(2); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_GIVEREF(__pyx_t_2); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_4); - __pyx_t_2 = 0; - __pyx_t_4 = 0; - __pyx_t_4 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) { - __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5); - if (likely(__pyx_t_4)) { - PyObject *function = PyMethod_GET_FUNCTION(__pyx_t_5); - __Pyx_INCREF(__pyx_t_4); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_5, function); - } - } - __pyx_t_3 = (__pyx_t_4) - ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_4, __pyx_t_1) - : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_1); - __Pyx_XDECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 416, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) - __PYX_ERR(0, 416, __pyx_L1_error) - __pyx_v_bbox_inside_weights = ((PyArrayObject *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":419 - * - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: # <<<<<<<<<<<<<< - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - */ - if (likely(PyList_CheckExact(((PyObject *)__pyx_v_fg_inds))) || - PyTuple_CheckExact(((PyObject *)__pyx_v_fg_inds))) { - __pyx_t_3 = ((PyObject *)__pyx_v_fg_inds); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_6 = 0; - __pyx_t_7 = NULL; - } else { - __pyx_t_6 = -1; - __pyx_t_3 = PyObject_GetIter(((PyObject *)__pyx_v_fg_inds)); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 419, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_7 = Py_TYPE(__pyx_t_3)->tp_iternext; - if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 419, __pyx_L1_error) - } - for (;;) { - if (likely(!__pyx_t_7)) { - if (likely(PyList_CheckExact(__pyx_t_3))) { - if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_3)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_6); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 419, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 419, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } else { - if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_3)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_6); - __Pyx_INCREF(__pyx_t_5); - __pyx_t_6++; - if (unlikely(0 < 0)) __PYX_ERR(0, 419, __pyx_L1_error) -#else - __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_6); - __pyx_t_6++; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 419, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); -#endif - } - } else { - __pyx_t_5 = __pyx_t_7(__pyx_t_3); - if (unlikely(!__pyx_t_5)) { - PyObject *exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, - PyExc_StopIteration))) - PyErr_Clear(); - else - __PYX_ERR(0, 419, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_5); - } - __pyx_t_8 = __Pyx_PyInt_As_int(__pyx_t_5); - if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 419, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_v_ind = __pyx_t_8; - - /* "cyops/target.pyx":420 - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * # <<<<<<<<<<<<<< - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - */ - if (((!(__pyx_v_is_cls_agnostic != 0)) != 0)) { - __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_class_labels), - __pyx_v_ind, - int, - 1, - __Pyx_PyInt_From_int, - 0, - 0, - 0); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 420, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = __Pyx_PyNumber_Int(__pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 420, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_1); - if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(0, 420, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_8 = __pyx_t_9; - } else { - __pyx_t_8 = 1; - } - __pyx_v_class_label = __pyx_t_8; - - /* "cyops/target.pyx":421 - * for ind in fg_inds: - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 # <<<<<<<<<<<<<< - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - */ - __pyx_v_start_ind = (__pyx_v_class_label * 4); - - /* "cyops/target.pyx":422 - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 # <<<<<<<<<<<<<< - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - */ - __pyx_v_end_ind = ((__pyx_v_class_label * 4) + 4); - - /* "cyops/target.pyx":423 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * # <<<<<<<<<<<<<< - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * - */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = PyTuple_New(2); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); - __Pyx_INCREF(__pyx_slice__7); - __Pyx_GIVEREF(__pyx_slice__7); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_slice__7); - __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_bbox_targets_input), - __pyx_t_5); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_start_ind); - if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_end_ind); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = PySlice_New(__pyx_t_4, __pyx_t_2, Py_None); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __pyx_t_2 = PyTuple_New(2); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_10); - __pyx_t_5 = 0; - __pyx_t_10 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_bbox_targets), - __pyx_t_2, - __pyx_t_1) < 0)) - __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":424 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * # <<<<<<<<<<<<<< - * - * return bbox_targets, bbox_inside_weights - */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_ind); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_start_ind); - if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_10 = __Pyx_PyInt_From_int(__pyx_v_end_ind); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_5 = PySlice_New(__pyx_t_2, __pyx_t_10, Py_None); - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(2); - if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_5); - __pyx_t_1 = 0; - __pyx_t_5 = 0; - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_bbox_inside_weights), - __pyx_t_10, - __pyx_tuple__8) < 0)) - __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_10); - __pyx_t_10 = 0; - - /* "cyops/target.pyx":419 - * - * cdef int class_label, start_ind, end_ind, ind - * for ind in fg_inds: # <<<<<<<<<<<<<< - * class_label = int(class_labels[ind]) if not is_cls_agnostic else 1 - * start_ind = class_label * 4 - */ - } - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - - /* "cyops/target.pyx":426 - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * - * return bbox_targets, bbox_inside_weights # <<<<<<<<<<<<<< - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = PyTuple_New(2); - if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 426, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_targets)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_targets)); - PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_bbox_targets)); - __Pyx_INCREF(((PyObject *)__pyx_v_bbox_inside_weights)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_bbox_inside_weights)); - PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_v_bbox_inside_weights)); - __pyx_r = __pyx_t_3; - __pyx_t_3 = 0; - goto __pyx_L0; - -/* "cyops/target.pyx":404 -*@cython.wraparound(False) -*@cython.boundscheck(False) -*cdef expand_bbox_targets( # <<<<<<<<<<<<<< -* np.ndarray bbox_targets_input, -* int class_nums, -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_10); - __Pyx_AddTraceback("cyops.target.expand_bbox_targets", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_class_labels); - __Pyx_XDECREF((PyObject *)__pyx_v_fg_inds); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_targets); - __Pyx_XDECREF((PyObject *)__pyx_v_bbox_inside_weights); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - -/* Python wrapper */ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags); /*proto*/ -static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) { - int __pyx_r; - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__getbuffer__ (wrapper)", 0); - __pyx_r = - __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info), - ((int)__pyx_v_flags)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, - Py_buffer *__pyx_v_info, - int __pyx_v_flags) { - int __pyx_v_i; - int __pyx_v_ndim; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - int __pyx_v_t; - char *__pyx_v_f; - PyArray_Descr *__pyx_v_descr = 0; - int __pyx_v_offset; - int __pyx_r; - __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; - PyArray_Descr *__pyx_t_7; - PyObject *__pyx_t_8 = NULL; - char *__pyx_t_9; - if (__pyx_v_info == NULL) { - PyErr_SetString(PyExc_BufferError, - "PyObject_GetBuffer: view==NULL argument is obsolete"); - return -1; - } - __Pyx_RefNannySetupContext("__getbuffer__", 0); - __pyx_v_info->obj = Py_None; - __Pyx_INCREF(Py_None); - __Pyx_GIVEREF(__pyx_v_info->obj); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":265 - * - * cdef int i, ndim - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":266 - * cdef int i, ndim - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * - * ndim = PyArray_NDIM(self) - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":268 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - * ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - */ - __pyx_v_ndim = PyArray_NDIM(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L4_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":271 - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not C contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_C_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L4_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 272, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":270 - * ndim = PyArray_NDIM(self) - * - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - __pyx_t_2 = - (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L7_bool_binop_done; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":275 - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"ndarray is not Fortran contiguous") - * - */ - __pyx_t_2 = - ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_ARRAY_F_CONTIGUOUS) != 0)) != 0); - __pyx_t_1 = __pyx_t_2; -__pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 276, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":274 - * raise ValueError(u"ndarray is not C contiguous") - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<< - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":278 - * raise ValueError(u"ndarray is not Fortran contiguous") - * - * info.buf = PyArray_DATA(self) # <<<<<<<<<<<<<< - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_v_info->buf = PyArray_DATA(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":279 - * - * info.buf = PyArray_DATA(self) - * info.ndim = ndim # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * # Allocate new buffer for strides and shape info. - */ - __pyx_v_info->ndim = __pyx_v_ndim; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":283 - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * # <<<<<<<<<<<<<< - * info.shape = info.strides + ndim - * for i in range(ndim): - */ - __pyx_v_info->strides = ((Py_ssize_t *)PyObject_Malloc( - (((sizeof(Py_ssize_t)) * 2) * ((size_t)__pyx_v_ndim)))); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":284 - * # This is allocated as one block, strides first. - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim # <<<<<<<<<<<<<< - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - */ - __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":285 - * info.strides = - * PyObject_Malloc(sizeof(Py_ssize_t) * 2 * ndim) - * info.shape = info.strides + ndim - * for i in range(ndim): # <<<<<<<<<<<<<< - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] - */ - __pyx_t_4 = __pyx_v_ndim; - __pyx_t_5 = __pyx_t_4; - for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6 += 1) { - __pyx_v_i = __pyx_t_6; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":286 - * info.shape = info.strides + ndim - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] # - * <<<<<<<<<<<<<< - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - */ - (__pyx_v_info->strides[__pyx_v_i]) = - (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":287 - * for i in range(ndim): - * info.strides[i] = PyArray_STRIDES(self)[i] - * info.shape[i] = PyArray_DIMS(self)[i] # - * <<<<<<<<<<<<<< - * else: - * info.strides = PyArray_STRIDES(self) - */ - (__pyx_v_info->shape[__pyx_v_i]) = - (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":280 - * info.buf = PyArray_DATA(self) - * info.ndim = ndim - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * # Allocate new buffer for strides and shape info. - * # This is allocated as one block, strides first. - */ - goto __pyx_L9; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":289 - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - * info.strides = PyArray_STRIDES(self) - * # <<<<<<<<<<<<<< - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - */ - /*else*/ { - __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":290 - * else: - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) # - * <<<<<<<<<<<<<< - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - */ - __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self)); - } -__pyx_L9:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":291 - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL # <<<<<<<<<<<<<< - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) - */ - __pyx_v_info->suboffsets = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":292 - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) # - * <<<<<<<<<<<<<< - * info.readonly = not PyArray_ISWRITEABLE(self) - * - */ - __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":293 - * info.suboffsets = NULL - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) # - * <<<<<<<<<<<<<< - * - * cdef int t - */ - __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":296 - * - * cdef int t - * cdef char* f = NULL # <<<<<<<<<<<<<< - * cdef dtype descr = PyArray_DESCR(self) - * cdef int offset - */ - __pyx_v_f = NULL; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":297 - * cdef int t - * cdef char* f = NULL - * cdef dtype descr = PyArray_DESCR(self) # - * <<<<<<<<<<<<<< - * cdef int offset - * - */ - __pyx_t_7 = PyArray_DESCR(__pyx_v_self); - __pyx_t_3 = ((PyObject *)__pyx_t_7); - __Pyx_INCREF(__pyx_t_3); - __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":300 - * cdef int offset - * - * info.obj = self # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(descr): - */ - __Pyx_INCREF(((PyObject *)__pyx_v_self)); - __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - __pyx_t_1 = ((!(PyDataType_HASFIELDS(__pyx_v_descr) != 0)) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":303 - * - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num # <<<<<<<<<<<<<< - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - */ - __pyx_t_4 = __pyx_v_descr->type_num; - __pyx_v_t = __pyx_t_4; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0); - if (!__pyx_t_2) { - goto __pyx_L15_next_or; - } else { - } - __pyx_t_2 = (__pyx_v_little_endian != 0); - if (!__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_L15_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":305 - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * # <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" - */ - __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L14_bool_binop_done; - } - __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_1 = __pyx_t_2; - __pyx_L14_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_1)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__11, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 306, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":304 - * if not PyDataType_HASFIELDS(descr): - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - * # <<<<<<<<<<<<<< - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":307 - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * if t == NPY_BYTE: f = "b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - */ - switch (__pyx_v_t) { - case NPY_BYTE: - __pyx_v_f = ((char *)"b"); - break; - case NPY_UBYTE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":308 - * raise ValueError(u"Non-native byte order not - * supported") - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - */ - __pyx_v_f = ((char *)"B"); - break; - case NPY_SHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":309 - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - */ - __pyx_v_f = ((char *)"h"); - break; - case NPY_USHORT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":310 - * elif t == NPY_UBYTE: f = "B" - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - */ - __pyx_v_f = ((char *)"H"); - break; - case NPY_INT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":311 - * elif t == NPY_SHORT: f = "h" - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - */ - __pyx_v_f = ((char *)"i"); - break; - case NPY_UINT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":312 - * elif t == NPY_USHORT: f = "H" - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - */ - __pyx_v_f = ((char *)"I"); - break; - case NPY_LONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":313 - * elif t == NPY_INT: f = "i" - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - */ - __pyx_v_f = ((char *)"l"); - break; - case NPY_ULONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":314 - * elif t == NPY_UINT: f = "I" - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - */ - __pyx_v_f = ((char *)"L"); - break; - case NPY_LONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":315 - * elif t == NPY_LONG: f = "l" - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - */ - __pyx_v_f = ((char *)"q"); - break; - case NPY_ULONGLONG: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":316 - * elif t == NPY_ULONG: f = "L" - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - */ - __pyx_v_f = ((char *)"Q"); - break; - case NPY_FLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":317 - * elif t == NPY_LONGLONG: f = "q" - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - */ - __pyx_v_f = ((char *)"f"); - break; - case NPY_DOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":318 - * elif t == NPY_ULONGLONG: f = "Q" - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - */ - __pyx_v_f = ((char *)"d"); - break; - case NPY_LONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":319 - * elif t == NPY_FLOAT: f = "f" - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - */ - __pyx_v_f = ((char *)"g"); - break; - case NPY_CFLOAT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":320 - * elif t == NPY_DOUBLE: f = "d" - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" # - * <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - */ - __pyx_v_f = ((char *)"Zf"); - break; - case NPY_CDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":321 - * elif t == NPY_LONGDOUBLE: f = "g" - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" # - * <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" - */ - __pyx_v_f = ((char *)"Zd"); - break; - case NPY_CLONGDOUBLE: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":322 - * elif t == NPY_CFLOAT: f = "Zf" - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" # - * <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f = "O" - * else: - */ - __pyx_v_f = ((char *)"Zg"); - break; - case NPY_OBJECT: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":323 - * elif t == NPY_CDOUBLE: f = "Zd" - * elif t == NPY_CLONGDOUBLE: f = "Zg" - * elif t == NPY_OBJECT: f = "O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) - */ - __pyx_v_f = ((char *)"O"); - break; - default: - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":325 - * elif t == NPY_OBJECT: f = "O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd - * (%d)" % t) # <<<<<<<<<<<<<< - * info.format = f - * return - */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_t_3); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_3 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_8); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 325, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 325, __pyx_L1_error) - break; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":326 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f # <<<<<<<<<<<<<< - * return - * else: - */ - __pyx_v_info->format = __pyx_v_f; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":327 - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" - * % t) - * info.format = f - * return # <<<<<<<<<<<<<< - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - */ - __pyx_r = 0; - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":302 - * info.obj = self - * - * if not PyDataType_HASFIELDS(descr): # <<<<<<<<<<<<<< - * t = descr.type_num - * if ((descr.byteorder == c'>' and little_endian) or - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":329 - * return - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) # - * <<<<<<<<<<<<<< - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - */ - /*else*/ { - __pyx_v_info->format = ((char *)PyObject_Malloc(0xFF)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":330 - * else: - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * # <<<<<<<<<<<<<< - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, - */ - (__pyx_v_info->format[0]) = '^'; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":331 - * info.format = - * PyObject_Malloc(_buffer_format_string_len) - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 # <<<<<<<<<<<<<< - * f = _util_dtypestring(descr, info.format + 1, - * info.format + - * _buffer_format_string_len, - */ - __pyx_v_offset = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":332 - * info.format[0] = c'^' # Native data types, manual alignment - * offset = 0 - * f = _util_dtypestring(descr, info.format + 1, # - * <<<<<<<<<<<<<< - * info.format + - * _buffer_format_string_len, - * &offset) - */ - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, - (__pyx_v_info->format + 1), - (__pyx_v_info->format + 0xFF), - (&__pyx_v_offset)); - if (unlikely(__pyx_t_9 == ((char *)NULL))) __PYX_ERR(1, 332, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":335 - * info.format + - * _buffer_format_string_len, - * &offset) - * f[0] = c'\0' # Terminate format string # - * <<<<<<<<<<<<<< - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - */ - (__pyx_v_f[0]) = '\x00'; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":258 - * # experimental exception made for __getbuffer__ and __releasebuffer__ - * # -- the details of this may change. - * def __getbuffer__(ndarray self, Py_buffer* info, int flags): - * # <<<<<<<<<<<<<< - * # This implementation of getbuffer is geared towards Cython - * # requirements, and does not yet fulfill the PEP. - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = -1; - if (__pyx_v_info->obj != NULL) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } - goto __pyx_L2; -__pyx_L0:; - if (__pyx_v_info->obj == Py_None) { - __Pyx_GOTREF(__pyx_v_info->obj); - __Pyx_DECREF(__pyx_v_info->obj); - __pyx_v_info->obj = 0; - } -__pyx_L2:; - __Pyx_XDECREF((PyObject *)__pyx_v_descr); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - -/* Python wrapper */ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/ -static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__( - PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__releasebuffer__ (wrapper)", 0); - __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), - ((Py_buffer *)__pyx_v_info)); - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__( - PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) { - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("__releasebuffer__", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":339 - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) # <<<<<<<<<<<<<< - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) - */ - PyObject_Free(__pyx_v_info->format); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":338 - * - * def __releasebuffer__(ndarray self, Py_buffer* info): - * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<< - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":341 - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - * PyObject_Free(info.strides) # <<<<<<<<<<<<<< - * # info.shape was stored after info.strides in the same block - * - */ - PyObject_Free(__pyx_v_info->strides); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":340 - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - * if sizeof(npy_intp) != sizeof(Py_ssize_t): # - * <<<<<<<<<<<<<< - * PyObject_Free(info.strides) - * # info.shape was stored after info.strides in the same block - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":337 - * f[0] = c'\0' # Terminate format string - * - * def __releasebuffer__(ndarray self, Py_buffer* info): # - * <<<<<<<<<<<<<< - * if PyArray_HASFIELDS(self): - * PyObject_Free(info.format) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 - * ctypedef npy_cdouble complex_t - * - * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(1, a) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1( - PyObject *__pyx_v_a) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":822 - * - * cdef inline object PyArray_MultiIterNew1(a): - * return PyArray_MultiIterNew(1, a) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew2(a, b): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 822, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":821 -*ctypedef npy_cdouble complex_t -* -*cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(1, a) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, b) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2( - PyObject *__pyx_v_a, PyObject *__pyx_v_b) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":825 - * - * cdef inline object PyArray_MultiIterNew2(a, b): - * return PyArray_MultiIterNew(2, a, b) # - * <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 825, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":824 -* return PyArray_MultiIterNew(1, a) -* -*cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(2, a, b) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, c) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3( - PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":828 - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - * return PyArray_MultiIterNew(3, a, b, c) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew( - 3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 828, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":827 -* return PyArray_MultiIterNew(2, a, b) -* -*cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(3, a, b, c) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, d) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":831 - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - * return PyArray_MultiIterNew(4, a, b, c, d) - * # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(4, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 831, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":830 -* return PyArray_MultiIterNew(3, a, b, c) -* -*cdef inline object PyArray_MultiIterNew4(a, b, c, d): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # - * <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5( - PyObject *__pyx_v_a, - PyObject *__pyx_v_b, - PyObject *__pyx_v_c, - PyObject *__pyx_v_d, - PyObject *__pyx_v_e) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":834 - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) # <<<<<<<<<<<<<< - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(5, - ((void *)__pyx_v_a), - ((void *)__pyx_v_b), - ((void *)__pyx_v_c), - ((void *)__pyx_v_d), - ((void *)__pyx_v_e)); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 834, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":833 -* return PyArray_MultiIterNew(4, a, b, c, d) -* -*cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # -* <<<<<<<<<<<<<< -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", - __pyx_clineno, - __pyx_lineno, - __pyx_filename); - __pyx_r = 0; -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 - * return PyArray_MultiIterNew(5, a, b, c, d, - * e) - * - * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE( - PyArray_Descr *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":838 - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape # <<<<<<<<<<<<<< - * else: - * return () - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_d->subarray->shape)); - __pyx_r = ((PyObject *)__pyx_v_d->subarray->shape); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":837 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":840 - * return d.subarray.shape - * else: - * return () # <<<<<<<<<<<<<< - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: - */ - /*else*/ { - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_empty_tuple); - __pyx_r = __pyx_empty_tuple; - goto __pyx_L0; - } - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":836 -* return PyArray_MultiIterNew(5, a, b, c, d, -* e) -* -*cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< -* if PyDataType_HASSUBARRAY(d): -* return d.subarray.shape -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 - * return () - * - * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* - * offset) except NULL: # <<<<<<<<<<<<<< - * # Recursive utility function used in __getbuffer__ to get format - * # string. The new location in the format string is returned. - */ - -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring( - PyArray_Descr *__pyx_v_descr, - char *__pyx_v_f, - char *__pyx_v_end, - int *__pyx_v_offset) { - PyArray_Descr *__pyx_v_child = 0; - int __pyx_v_endian_detector; - int __pyx_v_little_endian; - PyObject *__pyx_v_fields = 0; - PyObject *__pyx_v_childname = NULL; - PyObject *__pyx_v_new_offset = NULL; - PyObject *__pyx_v_t = NULL; - char *__pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - Py_ssize_t __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - PyObject *__pyx_t_4 = NULL; - int __pyx_t_5; - int __pyx_t_6; - int __pyx_t_7; - long __pyx_t_8; - char *__pyx_t_9; - __Pyx_RefNannySetupContext("_util_dtypestring", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":847 - * - * cdef dtype child - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * cdef tuple fields - */ - __pyx_v_endian_detector = 1; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":848 - * cdef dtype child - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * # <<<<<<<<<<<<<< - * cdef tuple fields - * - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - if (unlikely(__pyx_v_descr->names == Py_None)) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); - __PYX_ERR(1, 851, __pyx_L1_error) - } - __pyx_t_1 = __pyx_v_descr->names; - __Pyx_INCREF(__pyx_t_1); - __pyx_t_2 = 0; - for (;;) { - if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break; -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); - __Pyx_INCREF(__pyx_t_3); - __pyx_t_2++; - if (unlikely(0 < 0)) __PYX_ERR(1, 851, __pyx_L1_error) -#else - __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); - __pyx_t_2++; - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 851, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); -#endif - __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":852 - * - * for childname in descr.names: - * fields = descr.fields[childname] # <<<<<<<<<<<<<< - * child, new_offset = fields - * - */ - if (unlikely(__pyx_v_descr->fields == Py_None)) { - PyErr_SetString(PyExc_TypeError, - "'NoneType' object is not subscriptable"); - __PYX_ERR(1, 852, __pyx_L1_error) - } - __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_descr->fields, __pyx_v_childname); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - if (!(likely(PyTuple_CheckExact(__pyx_t_3)) || ((__pyx_t_3) == Py_None) || - (PyErr_Format(PyExc_TypeError, - "Expected %.16s, got %.200s", - "tuple", - Py_TYPE(__pyx_t_3)->tp_name), - 0))) - __PYX_ERR(1, 852, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject *)__pyx_t_3)); - __pyx_t_3 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":853 - * for childname in descr.names: - * fields = descr.fields[childname] - * child, new_offset = fields # <<<<<<<<<<<<<< - * - * if (end - f) - (new_offset - offset[0]) < 15: - */ - if (likely(__pyx_v_fields != Py_None)) { - PyObject *sequence = __pyx_v_fields; - Py_ssize_t size = __Pyx_PySequence_SIZE(sequence); - if (unlikely(size != 2)) { - if (size > 2) - __Pyx_RaiseTooManyValuesError(2); - else if (size >= 0) - __Pyx_RaiseNeedMoreValuesError(size); - __PYX_ERR(1, 853, __pyx_L1_error) - } -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); - __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); - __Pyx_INCREF(__pyx_t_3); - __Pyx_INCREF(__pyx_t_4); -#else - __pyx_t_3 = PySequence_ITEM(sequence, 0); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PySequence_ITEM(sequence, 1); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); -#endif - } else { - __Pyx_RaiseNoneNotIterableError(); - __PYX_ERR(1, 853, __pyx_L1_error) - } - if (!(likely(((__pyx_t_3) == Py_None) || - likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) - __PYX_ERR(1, 853, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3)); - __pyx_t_3 = 0; - __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - __pyx_t_4 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_4); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); - if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) - __PYX_ERR(1, 855, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = ((((__pyx_v_end - __pyx_v_f) - ((int)__pyx_t_5)) < 15) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_t_3 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__12, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 856, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":855 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # - * <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0); - if (!__pyx_t_7) { - goto __pyx_L8_next_or; - } else { - } - __pyx_t_7 = (__pyx_v_little_endian != 0); - if (!__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_L8_next_or:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":859 - * - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): # - * <<<<<<<<<<<<<< - * raise ValueError(u"Non-native byte order not supported") - * # One could encode it in the format string and have Cython - */ - __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0); - if (__pyx_t_7) { - } else { - __pyx_t_6 = __pyx_t_7; - goto __pyx_L7_bool_binop_done; - } - __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0); - __pyx_t_6 = __pyx_t_7; - __pyx_L7_bool_binop_done:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":860 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_t_3 = - __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__11, NULL); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 860, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_Raise(__pyx_t_3, 0, 0, 0); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __PYX_ERR(1, 860, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":858 - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") - * - * if ((child.byteorder == c'>' and little_endian) or # - * <<<<<<<<<<<<<< - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":870 - * - * # Output padding bytes - * while offset[0] < new_offset: # <<<<<<<<<<<<<< - * f[0] = 120 # "x"; pad byte - * f += 1 - */ - while (1) { - __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_v_new_offset, Py_LT); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 870, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (!__pyx_t_6) break; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":871 - * # Output padding bytes - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte # <<<<<<<<<<<<<< - * f += 1 - * offset[0] += 1 - */ - (__pyx_v_f[0]) = 0x78; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":872 - * while offset[0] < new_offset: - * f[0] = 120 # "x"; pad byte - * f += 1 # <<<<<<<<<<<<<< - * offset[0] += 1 - * - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":873 - * f[0] = 120 # "x"; pad byte - * f += 1 - * offset[0] += 1 # <<<<<<<<<<<<<< - * - * offset[0] += child.itemsize - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1); - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":875 - * offset[0] += 1 - * - * offset[0] += child.itemsize # <<<<<<<<<<<<<< - * - * if not PyDataType_HASFIELDS(child): - */ - __pyx_t_8 = 0; - (__pyx_v_offset[__pyx_t_8]) = - ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0); - if (__pyx_t_6) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":878 - * - * if not PyDataType_HASFIELDS(child): - * t = child.type_num # <<<<<<<<<<<<<< - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - */ - __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 878, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_4); - __pyx_t_4 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0); - if (unlikely(__pyx_t_6)) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_t_4 = __Pyx_PyObject_Call( - __pyx_builtin_RuntimeError, __pyx_tuple__13, NULL); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 880, __pyx_L1_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":879 - * if not PyDataType_HASFIELDS(child): - * t = child.type_num - * if end - f < 5: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short.") - * - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":883 - * - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" # - * <<<<<<<<<<<<<< - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_BYTE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 883, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 98; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":884 - * # Until ticket #99 is fixed, use integers to avoid warnings - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" # - * <<<<<<<<<<<<<< - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UBYTE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 884, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":885 - * if t == NPY_BYTE: f[0] = 98 #"b" - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" # - * <<<<<<<<<<<<<< - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_SHORT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 885, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x68; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":886 - * elif t == NPY_UBYTE: f[0] = 66 #"B" - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" # - * <<<<<<<<<<<<<< - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_USHORT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 886, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 72; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":887 - * elif t == NPY_SHORT: f[0] = 104 #"h" - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" # - * <<<<<<<<<<<<<< - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_INT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 887, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x69; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":888 - * elif t == NPY_USHORT: f[0] = 72 #"H" - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UINT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 888, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 73; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":889 - * elif t == NPY_INT: f[0] = 105 #"i" - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 889, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x6C; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":890 - * elif t == NPY_UINT: f[0] = 73 #"I" - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 890, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 76; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":891 - * elif t == NPY_LONG: f[0] = 108 #"l" - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" # - * <<<<<<<<<<<<<< - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGLONG); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 891, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x71; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":892 - * elif t == NPY_ULONG: f[0] = 76 #"L" - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" # - * <<<<<<<<<<<<<< - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONGLONG); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 892, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 81; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":893 - * elif t == NPY_LONGLONG: f[0] = 113 #"q" - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" # - * <<<<<<<<<<<<<< - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_FLOAT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 893, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x66; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":894 - * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" # - * <<<<<<<<<<<<<< - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_DOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 894, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x64; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":895 - * elif t == NPY_FLOAT: f[0] = 102 #"f" - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" # - * <<<<<<<<<<<<<< - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 895, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 0x67; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":896 - * elif t == NPY_DOUBLE: f[0] = 100 #"d" - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * # <<<<<<<<<<<<<< - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CFLOAT); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 896, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x66; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":897 - * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * # <<<<<<<<<<<<<< - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CDOUBLE); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 897, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x64; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":898 - * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * # <<<<<<<<<<<<<< - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - */ - __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CLONGDOUBLE); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); - __Pyx_XGOTREF(__pyx_t_4); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 898, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - if (__pyx_t_6) { - (__pyx_v_f[0]) = 90; - (__pyx_v_f[1]) = 0x67; - __pyx_v_f = (__pyx_v_f + 1); - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":899 - * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd - * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg - * elif t == NPY_OBJECT: f[0] = 79 #"O" # - * <<<<<<<<<<<<<< - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - */ - __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_OBJECT); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); - __Pyx_XGOTREF(__pyx_t_3); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); - if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 899, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - if (likely(__pyx_t_6)) { - (__pyx_v_f[0]) = 79; - goto __pyx_L15; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":901 - * elif t == NPY_OBJECT: f[0] = 79 #"O" - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * # <<<<<<<<<<<<<< - * f += 1 - * else: - */ - /*else*/ { - __pyx_t_3 = __Pyx_PyUnicode_FormatSafe( - __pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); - if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = - __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_3); - if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 901, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_3); - __pyx_t_3 = 0; - __Pyx_Raise(__pyx_t_4, 0, 0, 0); - __Pyx_DECREF(__pyx_t_4); - __pyx_t_4 = 0; - __PYX_ERR(1, 901, __pyx_L1_error) - } - __pyx_L15:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":902 - * else: - * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) - * f += 1 # <<<<<<<<<<<<<< - * else: - * # Cython ignores struct boundary information ("T{...}"), - */ - __pyx_v_f = (__pyx_v_f + 1); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":877 - * offset[0] += child.itemsize - * - * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<< - * t = child.type_num - * if end - f < 5: - */ - goto __pyx_L13; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":906 - * # Cython ignores struct boundary information ("T{...}"), - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) # - * <<<<<<<<<<<<<< - * return f - * - */ - /*else*/ { - __pyx_t_9 = __pyx_f_5numpy__util_dtypestring( - __pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); - if (unlikely(__pyx_t_9 == ((char *)NULL))) - __PYX_ERR(1, 906, __pyx_L1_error) - __pyx_v_f = __pyx_t_9; - } - __pyx_L13:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":851 - * cdef tuple fields - * - * for childname in descr.names: # <<<<<<<<<<<<<< - * fields = descr.fields[childname] - * child, new_offset = fields - */ - } - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":907 - * # so don't output it - * f = _util_dtypestring(child, f, end, offset) - * return f # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_f; - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":842 -* return () -* -*cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* -* offset) except NULL: # <<<<<<<<<<<<<< -* # Recursive utility function used in __getbuffer__ to get format -* # string. The new location in the format string is returned. -*/ - -/* function exit code */ -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_3); - __Pyx_XDECREF(__pyx_t_4); - __Pyx_AddTraceback( - "numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; -__pyx_L0:; - __Pyx_XDECREF((PyObject *)__pyx_v_child); - __Pyx_XDECREF(__pyx_v_fields); - __Pyx_XDECREF(__pyx_v_childname); - __Pyx_XDECREF(__pyx_v_new_offset); - __Pyx_XDECREF(__pyx_v_t); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - -static CYTHON_INLINE void __pyx_f_5numpy_set_array_base( - PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("set_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1023 - * - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! # <<<<<<<<<<<<<< - * PyArray_SetBaseObject(arr, base) - * - */ - Py_INCREF(__pyx_v_base); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1024 - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<< - * - * cdef inline object get_array_base(ndarray arr): - */ - (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base)); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1022 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # - * <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference - * below! - * PyArray_SetBaseObject(arr, base) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 - * PyArray_SetBaseObject(arr, base) - * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * base = PyArray_BASE(arr) - * if base is NULL: - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base( - PyArrayObject *__pyx_v_arr) { - PyObject *__pyx_v_base; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations int __pyx_t_1; - __Pyx_RefNannySetupContext("get_array_base", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1027 - * - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) # <<<<<<<<<<<<<< - * if base is NULL: - * return None - */ - __pyx_v_base = PyArray_BASE(__pyx_v_arr); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - __pyx_t_1 = ((__pyx_v_base == NULL) != 0); - if (__pyx_t_1) { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1029 - * base = PyArray_BASE(arr) - * if base is NULL: - * return None # <<<<<<<<<<<<<< - * return base - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_r = Py_None; - __Pyx_INCREF(Py_None); - goto __pyx_L0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1028 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1030 - * if base is NULL: - * return None - * return base # <<<<<<<<<<<<<< - * - * # Versions of the import_* functions which are more suitable for - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_base)); - __pyx_r = ((PyObject *)__pyx_v_base); - goto __pyx_L0; - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1026 -* PyArray_SetBaseObject(arr, base) -* -*cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< -* base = PyArray_BASE(arr) -* if base is NULL: -*/ - -/* function exit code */ -__pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_array", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1036 - * cdef inline int import_array() except -1: - * try: - * _import_array() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - */ - __pyx_t_4 = _import_array(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1036, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1037 - * try: - * _import_array() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.multiarray failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1037, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__14, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1038, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1038, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1035 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * _import_array() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1034 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * _import_array() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_umath", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1042 - * cdef inline int import_umath() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1042, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1043 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1043, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__15, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1044, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1044, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1041 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1040 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - __Pyx_RefNannySetupContext("import_ufunc", 0); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ExceptionSave( - &__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1048 - * cdef inline int import_ufunc() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); - if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1048, __pyx_L3_error) - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); - __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); - __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1049 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches( - ((PyObject *)(&((PyTypeObject *)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) - __PYX_ERR(1, 1049, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1050 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - */ - __pyx_t_8 = - __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__15, NULL); - if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1050, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); - __pyx_t_8 = 0; - __PYX_ERR(1, 1050, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1047 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback( - "numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; -__pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyMethodDef __pyx_methods[] = { - {"rpn_target_assign", - (PyCFunction)(void *)(PyCFunctionWithKeywords) - __pyx_pw_5cyops_6target_1rpn_target_assign, - METH_VARARGS | METH_KEYWORDS, - 0}, - {"generate_proposal_labels", - (PyCFunction)(void *)(PyCFunctionWithKeywords) - __pyx_pw_5cyops_6target_3generate_proposal_labels, - METH_VARARGS | METH_KEYWORDS, - 0}, - {0, 0, 0, 0}}; - -#if PY_MAJOR_VERSION >= 3 -#if CYTHON_PEP489_MULTI_PHASE_INIT -static PyObject *__pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ -static int __pyx_pymod_exec_target(PyObject *module); /*proto*/ -static PyModuleDef_Slot __pyx_moduledef_slots[] = { - {Py_mod_create, (void *)__pyx_pymod_create}, - {Py_mod_exec, (void *)__pyx_pymod_exec_target}, - {0, NULL}}; -#endif - -static struct PyModuleDef __pyx_moduledef = { - PyModuleDef_HEAD_INIT, - "target", - 0, /* m_doc */ -#if CYTHON_PEP489_MULTI_PHASE_INIT - 0, /* m_size */ -#else - -1, /* m_size */ -#endif - __pyx_methods /* m_methods */, -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_moduledef_slots, /* m_slots */ -#else - NULL, /* m_reload */ -#endif - NULL, /* m_traverse */ - NULL, /* m_clear */ - NULL /* m_free */ -}; -#endif -#ifndef CYTHON_SMALL_CODE -#if defined(__clang__) -#define CYTHON_SMALL_CODE -#elif defined(__GNUC__) && \ - (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) -#define CYTHON_SMALL_CODE __attribute__((cold)) -#else -#define CYTHON_SMALL_CODE -#endif -#endif - -static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_kp_u_Format_string_allocated_too_shor, - __pyx_k_Format_string_allocated_too_shor, - sizeof(__pyx_k_Format_string_allocated_too_shor), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, - __pyx_k_Format_string_allocated_too_shor_2, - sizeof(__pyx_k_Format_string_allocated_too_shor_2), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_ImportError, - __pyx_k_ImportError, - sizeof(__pyx_k_ImportError), - 0, - 0, - 1, - 1}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, - __pyx_k_Non_native_byte_order_not_suppor, - sizeof(__pyx_k_Non_native_byte_order_not_suppor), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_RuntimeError, - __pyx_k_RuntimeError, - sizeof(__pyx_k_RuntimeError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_ValueError, - __pyx_k_ValueError, - sizeof(__pyx_k_ValueError), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_anchor_box, - __pyx_k_anchor_box, - sizeof(__pyx_k_anchor_box), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_append, __pyx_k_append, sizeof(__pyx_k_append), 0, 0, 1, 1}, - {&__pyx_n_s_arange, __pyx_k_arange, sizeof(__pyx_k_arange), 0, 0, 1, 1}, - {&__pyx_n_s_argmax, __pyx_k_argmax, sizeof(__pyx_k_argmax), 0, 0, 1, 1}, - {&__pyx_n_s_array, __pyx_k_array, sizeof(__pyx_k_array), 0, 0, 1, 1}, - {&__pyx_n_s_asarray, __pyx_k_asarray, sizeof(__pyx_k_asarray), 0, 0, 1, 1}, - {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1}, - {&__pyx_n_s_axis, __pyx_k_axis, sizeof(__pyx_k_axis), 0, 0, 1, 1}, - {&__pyx_n_s_batch_size_per_im, - __pyx_k_batch_size_per_im, - sizeof(__pyx_k_batch_size_per_im), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bbox_reg_weights, - __pyx_k_bbox_reg_weights, - sizeof(__pyx_k_bbox_reg_weights), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bg_thresh_hi, - __pyx_k_bg_thresh_hi, - sizeof(__pyx_k_bg_thresh_hi), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_bg_thresh_lo, - __pyx_k_bg_thresh_lo, - sizeof(__pyx_k_bg_thresh_lo), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_choice, __pyx_k_choice, sizeof(__pyx_k_choice), 0, 0, 1, 1}, - {&__pyx_n_s_class_nums, - __pyx_k_class_nums, - sizeof(__pyx_k_class_nums), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_cline_in_traceback, - __pyx_k_cline_in_traceback, - sizeof(__pyx_k_cline_in_traceback), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_concatenate, - __pyx_k_concatenate, - sizeof(__pyx_k_concatenate), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_copy, __pyx_k_copy, sizeof(__pyx_k_copy), 0, 0, 1, 1}, - {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1}, - {&__pyx_n_s_enumerate, - __pyx_k_enumerate, - sizeof(__pyx_k_enumerate), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_fg_fraction, - __pyx_k_fg_fraction, - sizeof(__pyx_k_fg_fraction), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_fg_thresh, - __pyx_k_fg_thresh, - sizeof(__pyx_k_fg_thresh), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_float32, __pyx_k_float32, sizeof(__pyx_k_float32), 0, 0, 1, 1}, - {&__pyx_n_s_gt_boxes, - __pyx_k_gt_boxes, - sizeof(__pyx_k_gt_boxes), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_gt_classes, - __pyx_k_gt_classes, - sizeof(__pyx_k_gt_classes), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_hstack, __pyx_k_hstack, sizeof(__pyx_k_hstack), 0, 0, 1, 1}, - {&__pyx_n_s_i4, __pyx_k_i4, sizeof(__pyx_k_i4), 0, 0, 1, 1}, - {&__pyx_n_s_im_info, __pyx_k_im_info, sizeof(__pyx_k_im_info), 0, 0, 1, 1}, - {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1}, - {&__pyx_n_s_int32, __pyx_k_int32, sizeof(__pyx_k_int32), 0, 0, 1, 1}, - {&__pyx_n_s_is_cascade_rcnn, - __pyx_k_is_cascade_rcnn, - sizeof(__pyx_k_is_cascade_rcnn), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_is_cls_agnostic, - __pyx_k_is_cls_agnostic, - sizeof(__pyx_k_is_cls_agnostic), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_is_crowd, - __pyx_k_is_crowd, - sizeof(__pyx_k_is_crowd), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_log, __pyx_k_log, sizeof(__pyx_k_log), 0, 0, 1, 1}, - {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1}, - {&__pyx_n_s_max, __pyx_k_max, sizeof(__pyx_k_max), 0, 0, 1, 1}, - {&__pyx_n_s_maximum, __pyx_k_maximum, sizeof(__pyx_k_maximum), 0, 0, 1, 1}, - {&__pyx_n_s_minimum, __pyx_k_minimum, sizeof(__pyx_k_minimum), 0, 0, 1, 1}, - {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, - __pyx_k_ndarray_is_not_C_contiguous, - sizeof(__pyx_k_ndarray_is_not_C_contiguous), - 0, - 1, - 0, - 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, - __pyx_k_ndarray_is_not_Fortran_contiguou, - sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_newaxis, __pyx_k_newaxis, sizeof(__pyx_k_newaxis), 0, 0, 1, 1}, - {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1}, - {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1}, - {&__pyx_kp_s_numpy_core_multiarray_failed_to, - __pyx_k_numpy_core_multiarray_failed_to, - sizeof(__pyx_k_numpy_core_multiarray_failed_to), - 0, - 0, - 1, - 0}, - {&__pyx_kp_s_numpy_core_umath_failed_to_impor, - __pyx_k_numpy_core_umath_failed_to_impor, - sizeof(__pyx_k_numpy_core_umath_failed_to_impor), - 0, - 0, - 1, - 0}, - {&__pyx_n_s_ones, __pyx_k_ones, sizeof(__pyx_k_ones), 0, 0, 1, 1}, - {&__pyx_n_s_randint, __pyx_k_randint, sizeof(__pyx_k_randint), 0, 0, 1, 1}, - {&__pyx_n_s_random, __pyx_k_random, sizeof(__pyx_k_random), 0, 0, 1, 1}, - {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1}, - {&__pyx_n_s_replace, __pyx_k_replace, sizeof(__pyx_k_replace), 0, 0, 1, 1}, - {&__pyx_n_s_reshape, __pyx_k_reshape, sizeof(__pyx_k_reshape), 0, 0, 1, 1}, - {&__pyx_n_s_round, __pyx_k_round, sizeof(__pyx_k_round), 0, 0, 1, 1}, - {&__pyx_n_s_rpn_batch_size_per_im, - __pyx_k_rpn_batch_size_per_im, - sizeof(__pyx_k_rpn_batch_size_per_im), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_fg_fraction, - __pyx_k_rpn_fg_fraction, - sizeof(__pyx_k_rpn_fg_fraction), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_negative_overlap, - __pyx_k_rpn_negative_overlap, - sizeof(__pyx_k_rpn_negative_overlap), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_positive_overlap, - __pyx_k_rpn_positive_overlap, - sizeof(__pyx_k_rpn_positive_overlap), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_rois, - __pyx_k_rpn_rois, - sizeof(__pyx_k_rpn_rois), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_rois_lod, - __pyx_k_rpn_rois_lod, - sizeof(__pyx_k_rpn_rois_lod), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_rpn_straddle_thresh, - __pyx_k_rpn_straddle_thresh, - sizeof(__pyx_k_rpn_straddle_thresh), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_size, __pyx_k_size, sizeof(__pyx_k_size), 0, 0, 1, 1}, - {&__pyx_n_s_sum, __pyx_k_sum, sizeof(__pyx_k_sum), 0, 0, 1, 1}, - {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, - {&__pyx_n_s_transpose, - __pyx_k_transpose, - sizeof(__pyx_k_transpose), - 0, - 0, - 1, - 1}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, - __pyx_k_unknown_dtype_code_in_numpy_pxd, - sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), - 0, - 1, - 0, - 0}, - {&__pyx_n_s_use_random, - __pyx_k_use_random, - sizeof(__pyx_k_use_random), - 0, - 0, - 1, - 1}, - {&__pyx_n_s_vstack, __pyx_k_vstack, sizeof(__pyx_k_vstack), 0, 0, 1, 1}, - {&__pyx_n_s_where, __pyx_k_where, sizeof(__pyx_k_where), 0, 0, 1, 1}, - {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1}, - {0, 0, 0, 0, 0, 0, 0}}; -static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); - if (!__pyx_builtin_range) __PYX_ERR(0, 29, __pyx_L1_error) - __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); - if (!__pyx_builtin_enumerate) __PYX_ERR(0, 194, __pyx_L1_error) - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); - if (!__pyx_builtin_ValueError) __PYX_ERR(1, 272, __pyx_L1_error) - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); - if (!__pyx_builtin_RuntimeError) __PYX_ERR(1, 856, __pyx_L1_error) - __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); - if (!__pyx_builtin_ImportError) __PYX_ERR(1, 1038, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_InitCachedConstants", 0); - - /* "cyops/target.pyx":36 - * # Only keep anchors inside the image by a margin of - * straddle_thresh - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & # - * <<<<<<<<<<<<<< - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - */ - __pyx_slice_ = PySlice_New(Py_None, Py_None, Py_None); - if (unlikely(!__pyx_slice_)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - __pyx_tuple__2 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_0); - if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 36, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "cyops/target.pyx":37 - * inds_inside = np.where( - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( # - * <<<<<<<<<<<<<< - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - */ - __pyx_tuple__3 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_1); - if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 37, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "cyops/target.pyx":38 - * (anchor_box[:, 0] >= -rpn_straddle_thresh) & - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * # <<<<<<<<<<<<<< - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] - * # keep only inside anchors - */ - __pyx_tuple__4 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_2); - if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 38, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "cyops/target.pyx":39 - * (anchor_box[:, 1] >= -rpn_straddle_thresh) & ( - * anchor_box[:, 2] < im_width + rpn_straddle_thresh) & ( - * anchor_box[:, 3] < im_height + - * rpn_straddle_thresh))[0] # <<<<<<<<<<<<<< - * # keep only inside anchors - * inside_anchors = anchor_box[inds_inside, :] - */ - __pyx_tuple__5 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_3); - if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 39, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "cyops/target.pyx":212 - * - * cdef np.ndarray o_rois = np.concatenate(rois, axis=0).astype(np.float32) - * cdef np.ndarray o_labels = np.concatenate(labels_int32, - * axis=0).astype(np.int32).reshape(-1, 1) # <<<<<<<<<<<<<< - * cdef np.ndarray o_bbox_targets = np.concatenate(bbox_targets, - * axis=0).astype(np.float32) - * cdef np.ndarray o_bbox_inside_weights = - * np.concatenate(bbox_inside_weights, axis=0).astype(np.float32) - */ - __pyx_tuple__6 = PyTuple_Pack(2, __pyx_int_neg_1, __pyx_int_1); - if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 212, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - - /* "cyops/target.pyx":423 - * start_ind = class_label * 4 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * # <<<<<<<<<<<<<< - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * - */ - __pyx_slice__7 = PySlice_New(__pyx_int_1, Py_None, Py_None); - if (unlikely(!__pyx_slice__7)) __PYX_ERR(0, 423, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice__7); - __Pyx_GIVEREF(__pyx_slice__7); - - /* "cyops/target.pyx":424 - * end_ind = class_label * 4 + 4 - * bbox_targets[ind, start_ind:end_ind] = bbox_targets_input[ind, 1:] - * bbox_inside_weights[ind, start_ind:end_ind] = (1.0, 1.0, 1.0, 1.0) - * # <<<<<<<<<<<<<< - * - * return bbox_targets, bbox_inside_weights - */ - __pyx_tuple__8 = PyTuple_Pack( - 4, __pyx_float_1_0, __pyx_float_1_0, __pyx_float_1_0, __pyx_float_1_0); - if (unlikely(!__pyx_tuple__8)) __PYX_ERR(0, 424, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":272 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == - * pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") - * # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); - if (unlikely(!__pyx_tuple__9)) __PYX_ERR(1, 272, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":276 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == - * pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_ARRAY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") - * # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__10 = - PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); - if (unlikely(!__pyx_tuple__10)) __PYX_ERR(1, 276, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":306 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") - * # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__11 = - PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); - if (unlikely(!__pyx_tuple__11)) __PYX_ERR(1, 306, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":856 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see - * comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__12 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); - if (unlikely(!__pyx_tuple__12)) __PYX_ERR(1, 856, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":880 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") - * # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__13 = - PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); - if (unlikely(!__pyx_tuple__13)) __PYX_ERR(1, 880, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1038 - * _import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - * # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); - if (unlikely(!__pyx_tuple__14)) __PYX_ERR(1, 1038, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1044 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # - * <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_tuple__15 = - PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); - if (unlikely(!__pyx_tuple__15)) __PYX_ERR(1, 1044, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_RefNannyFinishContext(); - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) { - if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error); - __pyx_float_1_ = PyFloat_FromDouble(1.); - if (unlikely(!__pyx_float_1_)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_float_0_0 = PyFloat_FromDouble(0.0); - if (unlikely(!__pyx_float_0_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_float_0_5 = PyFloat_FromDouble(0.5); - if (unlikely(!__pyx_float_0_5)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_float_1_0 = PyFloat_FromDouble(1.0); - if (unlikely(!__pyx_float_1_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_0 = PyInt_FromLong(0); - if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_1 = PyInt_FromLong(1); - if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_2 = PyInt_FromLong(2); - if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_3 = PyInt_FromLong(3); - if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_4 = PyInt_FromLong(4); - if (unlikely(!__pyx_int_4)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_8 = PyInt_FromLong(8); - if (unlikely(!__pyx_int_8)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_neg_1 = PyInt_FromLong(-1); - if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error) - return 0; -__pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/ - -static int __Pyx_modinit_global_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_global_init_code", 0); - /*--- Global init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_variable_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_export_code", 0); - /*--- Variable export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_export_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_export_code", 0); - /*--- Function export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_init_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_type_init_code", 0); - /*--- Type init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_import_code(void) { - __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0); - /*--- Type import code ---*/ - __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_7cpython_4type_type = - __Pyx_ImportType(__pyx_t_1, - __Pyx_BUILTIN_MODULE_NAME, - "type", -#if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000 - sizeof(PyTypeObject), -#else - sizeof(PyHeapTypeObject), -#endif - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __pyx_t_1 = PyImport_ImportModule("numpy"); - if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 206, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_5numpy_dtype = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "dtype", - sizeof(PyArray_Descr), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 206, __pyx_L1_error) - __pyx_ptype_5numpy_flatiter = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "flatiter", - sizeof(PyArrayIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 229, __pyx_L1_error) - __pyx_ptype_5numpy_broadcast = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "broadcast", - sizeof(PyArrayMultiIterObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 233, __pyx_L1_error) - __pyx_ptype_5numpy_ndarray = - __Pyx_ImportType(__pyx_t_1, - "numpy", - "ndarray", - sizeof(PyArrayObject), - __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 242, __pyx_L1_error) - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType(__pyx_t_1, - "numpy", - "ufunc", - sizeof(PyUFuncObject), - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 918, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - __Pyx_RefNannyFinishContext(); - return 0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_RefNannyFinishContext(); - return -1; -} - -static int __Pyx_modinit_variable_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_variable_import_code", 0); - /*--- Variable import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_import_code(void) { - __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext( - "__Pyx_modinit_function_import_code", 0); - /*--- Function import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - - -#if PY_MAJOR_VERSION < 3 -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC void -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#else -#ifdef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC PyObject * -#else -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#endif -#endif - - -#if PY_MAJOR_VERSION < 3 -__Pyx_PyMODINIT_FUNC inittarget(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC inittarget(void) -#else -__Pyx_PyMODINIT_FUNC PyInit_target(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC PyInit_target(void) -#if CYTHON_PEP489_MULTI_PHASE_INIT -{ - return PyModuleDef_Init(&__pyx_moduledef); -} -static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) { -#if PY_VERSION_HEX >= 0x030700A1 - static PY_INT64_T main_interpreter_id = -1; - PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp); - if (main_interpreter_id == -1) { - main_interpreter_id = current_id; - return (unlikely(current_id == -1)) ? -1 : 0; - } else if (unlikely(main_interpreter_id != current_id)) -#else - static PyInterpreterState *main_interpreter = NULL; - PyInterpreterState *current_interpreter = PyThreadState_Get()->interp; - if (!main_interpreter) { - main_interpreter = current_interpreter; - } else if (unlikely(main_interpreter != current_interpreter)) -#endif - { - PyErr_SetString(PyExc_ImportError, - "Interpreter change detected - this module can only be " - "loaded into one interpreter per process."); - return -1; - } - return 0; -} -static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, - PyObject *moddict, - const char *from_name, - const char *to_name, - int allow_none) { - PyObject *value = PyObject_GetAttrString(spec, from_name); - int result = 0; - if (likely(value)) { - if (allow_none || value != Py_None) { - result = PyDict_SetItemString(moddict, to_name, value); - } - Py_DECREF(value); - } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_Clear(); - } else { - result = -1; - } - return result; -} -static CYTHON_SMALL_CODE PyObject *__pyx_pymod_create( - PyObject *spec, CYTHON_UNUSED PyModuleDef *def) { - PyObject *module = NULL, *moddict, *modname; - if (__Pyx_check_single_interpreter()) return NULL; - if (__pyx_m) return __Pyx_NewRef(__pyx_m); - modname = PyObject_GetAttrString(spec, "name"); - if (unlikely(!modname)) goto bad; - module = PyModule_NewObject(modname); - Py_DECREF(modname); - if (unlikely(!module)) goto bad; - moddict = PyModule_GetDict(module); - if (unlikely(!moddict)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "loader", "__loader__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "origin", "__file__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "parent", "__package__", 1) < 0)) - goto bad; - if (unlikely(__Pyx_copy_spec_to_module( - spec, moddict, "submodule_search_locations", "__path__", 0) < - 0)) - goto bad; - return module; -bad: - Py_XDECREF(module); - return NULL; -} - - -static CYTHON_SMALL_CODE int __pyx_pymod_exec_target( - PyObject *__pyx_pyinit_module) -#endif -#endif -{ - PyObject *__pyx_t_1 = NULL; - __Pyx_RefNannyDeclarations -#if CYTHON_PEP489_MULTI_PHASE_INIT - if (__pyx_m) { - if (__pyx_m == __pyx_pyinit_module) return 0; - PyErr_SetString(PyExc_RuntimeError, - "Module 'target' has already been imported. " - "Re-initialisation is not supported."); - return -1; - } -#elif PY_MAJOR_VERSION >= 3 - if (__pyx_m) return __Pyx_NewRef(__pyx_m); -#endif -#if CYTHON_REFNANNY - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny"); - if (!__Pyx_RefNanny) { - PyErr_Clear(); - __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny"); - if (!__Pyx_RefNanny) Py_FatalError("failed to import 'refnanny' module"); - } -#endif - __Pyx_RefNannySetupContext("__Pyx_PyMODINIT_FUNC PyInit_target(void)", 0); - if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pxy_PyFrame_Initialize_Offsets - __Pxy_PyFrame_Initialize_Offsets(); -#endif - __pyx_empty_tuple = PyTuple_New(0); - if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); - if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error) -#ifdef __Pyx_CyFunction_USED - if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_FusedFunction_USED - if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Coroutine_USED - if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_Generator_USED - if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_AsyncGen_USED - if (__pyx_AsyncGen_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -#ifdef __Pyx_StopAsyncIteration_USED - if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif -/*--- Library function declarations ---*/ -/*--- Threads initialization code ---*/ -#if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS -#ifdef WITH_THREAD /* Python build with threading support? */ - PyEval_InitThreads(); -#endif -#endif -/*--- Module creation code ---*/ -#if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_m = __pyx_pyinit_module; - Py_INCREF(__pyx_m); -#else -#if PY_MAJOR_VERSION < 3 - __pyx_m = Py_InitModule4("target", __pyx_methods, 0, 0, PYTHON_API_VERSION); - Py_XINCREF(__pyx_m); -#else - __pyx_m = PyModule_Create(&__pyx_moduledef); -#endif - if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - __pyx_d = PyModule_GetDict(__pyx_m); - if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_d); - __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); - if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_b); - __pyx_cython_runtime = PyImport_AddModule((char *)"cython_runtime"); - if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_cython_runtime); - if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) - __PYX_ERR(0, 1, __pyx_L1_error); - /*--- Initialize various global constants etc. ---*/ - if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) - if (__Pyx_init_sys_getdefaultencoding_params() < 0) - __PYX_ERR(0, 1, __pyx_L1_error) -#endif - if (__pyx_module_is_main_cyops__target) { - if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - } -#if PY_MAJOR_VERSION >= 3 - { - PyObject *modules = PyImport_GetModuleDict(); - if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error) - if (!PyDict_GetItemString(modules, "cyops.target")) { - if (unlikely(PyDict_SetItemString(modules, "cyops.target", __pyx_m) < 0)) - __PYX_ERR(0, 1, __pyx_L1_error) - } - } -#endif - /*--- Builtin init code ---*/ - if (__Pyx_InitCachedBuiltins() < 0) goto __pyx_L1_error; - /*--- Constants init code ---*/ - if (__Pyx_InitCachedConstants() < 0) goto __pyx_L1_error; - /*--- Global type/function init code ---*/ - (void)__Pyx_modinit_global_init_code(); - (void)__Pyx_modinit_variable_export_code(); - (void)__Pyx_modinit_function_export_code(); - (void)__Pyx_modinit_type_init_code(); - if (unlikely(__Pyx_modinit_type_import_code() != 0)) goto __pyx_L1_error; - (void)__Pyx_modinit_variable_import_code(); - (void)__Pyx_modinit_function_import_code(); -/*--- Execution code ---*/ -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error) -#endif - - /* "cyops/target.pyx":2 - * cimport cython - * import numpy as np # <<<<<<<<<<<<<< - * cimport numpy as np - * - */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 2, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) - __PYX_ERR(0, 2, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "cyops/target.pyx":1 - * cimport cython # <<<<<<<<<<<<<< - * import numpy as np - * cimport numpy as np - */ - __pyx_t_1 = __Pyx_PyDict_NewPresized(0); - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) - __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); - __pyx_t_1 = 0; - - /* "../../../../../../../usr/local/lib/python2.7/dist-packages/Cython/Includes/numpy/__init__.pxd":1046 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /*--- Wrapped vars code ---*/ - - goto __pyx_L0; -__pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - if (__pyx_m) { - if (__pyx_d) { - __Pyx_AddTraceback( - "init cyops.target", __pyx_clineno, __pyx_lineno, __pyx_filename); - } - Py_CLEAR(__pyx_m); - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_ImportError, "init cyops.target"); - } -__pyx_L0:; - __Pyx_RefNannyFinishContext(); -#if CYTHON_PEP489_MULTI_PHASE_INIT - return (__pyx_m != NULL) ? 0 : -1; -#elif PY_MAJOR_VERSION >= 3 - return __pyx_m; -#else - return; -#endif -} - -/* --- Runtime support code --- */ -/* Refnanny */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule(modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, "RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; -} -#endif - -/* PyObjectGetAttrStr */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetAttrStr(PyObject *obj, - PyObject *attr_name) { - PyTypeObject *tp = Py_TYPE(obj); - if (likely(tp->tp_getattro)) return tp->tp_getattro(obj, attr_name); -#if PY_MAJOR_VERSION < 3 - if (likely(tp->tp_getattr)) - return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); -#endif - return PyObject_GetAttr(obj, attr_name); -} -#endif - -/* GetBuiltinName */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name) { - PyObject *result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); - if (unlikely(!result)) { - PyErr_Format(PyExc_NameError, -#if PY_MAJOR_VERSION >= 3 - "name '%U' is not defined", - name); -#else - "name '%.200s' is not defined", - PyString_AS_STRING(name)); -#endif - } - return result; -} - -/* GetItemInt */ -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject *j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyList_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast( - PyObject *o, - Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyTuple_GET_SIZE(o); - } - if ((!boundscheck) || - likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast( - PyObject *o, - Py_ssize_t i, - int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && \ - CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || - (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = - ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || - likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; - PyErr_Clear(); - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -/* PyDictVersioning */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; -} -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { - PyObject **dictptr = NULL; - Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; - if (offset) { -#if CYTHON_COMPILING_IN_CPYTHON - dictptr = (likely(offset > 0)) ? (PyObject **)((char *)obj + offset) - : _PyObject_GetDictPtr(obj); -#else - dictptr = _PyObject_GetDictPtr(obj); -#endif - } - return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; -} -static CYTHON_INLINE int __Pyx_object_dict_version_matches( - PyObject *obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - if (unlikely(!dict) || - unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) - return 0; - return obj_dict_version == __Pyx_get_object_dict_version(obj); -} -#endif - -/* GetModuleGlobalName */ -#if CYTHON_USE_DICT_VERSIONS -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, - PY_UINT64_T *dict_version, - PyObject **dict_cached_value) -#else -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) -#endif -{ - PyObject *result; -#if !CYTHON_AVOID_BORROWED_REFS -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 - result = - _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *)name)->hash); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } else if (unlikely(PyErr_Occurred())) { - return NULL; - } -#else - result = PyDict_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } -#endif -#else - result = PyObject_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } - PyErr_Clear(); -#endif - return __Pyx_GetBuiltinName(name); -} - -/* ObjectGetItem */ -#if CYTHON_USE_TYPE_SLOTS -static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { - PyObject *runerr; - Py_ssize_t key_value; - PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; - if (unlikely(!(m && m->sq_item))) { - PyErr_Format(PyExc_TypeError, - "'%.200s' object is not subscriptable", - Py_TYPE(obj)->tp_name); - return NULL; - } - key_value = __Pyx_PyIndex_AsSsize_t(index); - if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { - return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); - } - if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, - "cannot fit '%.200s' into an index-sized integer", - Py_TYPE(index)->tp_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { - PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; - if (likely(m && m->mp_subscript)) { - return m->mp_subscript(obj, key); - } - return __Pyx_PyObject_GetIndex(obj, key); -} -#endif - -/* PyCFunctionFastCall */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func_obj, - PyObject **args, - Py_ssize_t nargs) { - PyCFunctionObject *func = (PyCFunctionObject *)func_obj; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - int flags = PyCFunction_GET_FLAGS(func); - assert(PyCFunction_Check(func)); - assert(METH_FASTCALL == (flags & - ~(METH_CLASS | METH_STATIC | METH_COEXIST | - METH_KEYWORDS | METH_STACKLESS))); - assert(nargs >= 0); - assert(nargs == 0 || args != NULL); - /* _PyCFunction_FastCallDict() must not be called with an exception set, - because it may clear it (directly or indirectly) and so the - caller loses its exception */ - assert(!PyErr_Occurred()); - if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { - return (*((__Pyx_PyCFunctionFastWithKeywords)(void *)meth))( - self, args, nargs, NULL); - } else { - return (*((__Pyx_PyCFunctionFast)(void *)meth))(self, args, nargs); - } -} -#endif - -/* PyFunctionFastCall */ -#if CYTHON_FAST_PYCALL -static PyObject *__Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, - PyObject **args, - Py_ssize_t na, - PyObject *globals) { - PyFrameObject *f; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject **fastlocals; - Py_ssize_t i; - PyObject *result; - assert(globals != NULL); - /* XXX Perhaps we should create a specialized - PyFrame_New() that doesn't take locals, but does - take builtins without sanity checking them. - */ - assert(tstate != NULL); - f = PyFrame_New(tstate, co, globals, NULL); - if (f == NULL) { - return NULL; - } - fastlocals = __Pyx_PyFrame_GetLocalsplus(f); - for (i = 0; i < na; i++) { - Py_INCREF(*args); - fastlocals[i] = *args++; - } - result = PyEval_EvalFrameEx(f, 0); - ++tstate->recursion_depth; - Py_DECREF(f); - --tstate->recursion_depth; - return result; -} -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, - PyObject **args, - Py_ssize_t nargs, - PyObject *kwargs) { - PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); - PyObject *globals = PyFunction_GET_GLOBALS(func); - PyObject *argdefs = PyFunction_GET_DEFAULTS(func); - PyObject *closure; -#if PY_MAJOR_VERSION >= 3 - PyObject *kwdefs; -#endif - PyObject *kwtuple, **k; - PyObject **d; - Py_ssize_t nd; - Py_ssize_t nk; - PyObject *result; - assert(kwargs == NULL || PyDict_Check(kwargs)); - nk = kwargs ? PyDict_Size(kwargs) : 0; - if (Py_EnterRecursiveCall((char *)" while calling a Python object")) { - return NULL; - } - if ( -#if PY_MAJOR_VERSION >= 3 - co->co_kwonlyargcount == 0 && -#endif - likely(kwargs == NULL || nk == 0) && - co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { - if (argdefs == NULL && co->co_argcount == nargs) { - result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); - goto done; - } else if (nargs == 0 && argdefs != NULL && - co->co_argcount == Py_SIZE(argdefs)) { - /* function called with no arguments, but all parameters have - a default value: use default values as arguments .*/ - args = &PyTuple_GET_ITEM(argdefs, 0); - result = - __Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); - goto done; - } - } - if (kwargs != NULL) { - Py_ssize_t pos, i; - kwtuple = PyTuple_New(2 * nk); - if (kwtuple == NULL) { - result = NULL; - goto done; - } - k = &PyTuple_GET_ITEM(kwtuple, 0); - pos = i = 0; - while (PyDict_Next(kwargs, &pos, &k[i], &k[i + 1])) { - Py_INCREF(k[i]); - Py_INCREF(k[i + 1]); - i += 2; - } - nk = i / 2; - } else { - kwtuple = NULL; - k = NULL; - } - closure = PyFunction_GET_CLOSURE(func); -#if PY_MAJOR_VERSION >= 3 - kwdefs = PyFunction_GET_KW_DEFAULTS(func); -#endif - if (argdefs != NULL) { - d = &PyTuple_GET_ITEM(argdefs, 0); - nd = Py_SIZE(argdefs); - } else { - d = NULL; - nd = 0; - } -#if PY_MAJOR_VERSION >= 3 - result = PyEval_EvalCodeEx((PyObject *)co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - kwdefs, - closure); -#else - result = PyEval_EvalCodeEx(co, - globals, - (PyObject *)NULL, - args, - (int)nargs, - k, - (int)nk, - d, - (int)nd, - closure); -#endif - Py_XDECREF(kwtuple); -done: - Py_LeaveRecursiveCall(); - return result; -} -#endif -#endif - -/* PyObjectCall */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_Call(PyObject *func, - PyObject *arg, - PyObject *kw) { - PyObject *result; - ternaryfunc call = func->ob_type->tp_call; - if (unlikely(!call)) return PyObject_Call(func, arg, kw); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCall2Args */ -static CYTHON_UNUSED PyObject *__Pyx_PyObject_Call2Args(PyObject *function, - PyObject *arg1, - PyObject *arg2) { - PyObject *args, *result = NULL; -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyFunction_FastCall(function, args, 2); - } -#endif -#if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyCFunction_FastCall(function, args, 2); - } -#endif - args = PyTuple_New(2); - if (unlikely(!args)) goto done; - Py_INCREF(arg1); - PyTuple_SET_ITEM(args, 0, arg1); - Py_INCREF(arg2); - PyTuple_SET_ITEM(args, 1, arg2); - Py_INCREF(function); - result = __Pyx_PyObject_Call(function, args, NULL); - Py_DECREF(args); - Py_DECREF(function); -done: - return result; -} - -/* PyObjectCallMethO */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallMethO(PyObject *func, - PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char *)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString(PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallOneArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static PyObject *__Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_New(1); - if (unlikely(!args)) return NULL; - Py_INCREF(arg); - PyTuple_SET_ITEM(args, 0, arg); - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, &arg, 1); - } -#endif - if (likely(PyCFunction_Check(func))) { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, arg); -#if CYTHON_FAST_PYCCALL - } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) { - return __Pyx_PyCFunction_FastCall(func, &arg, 1); -#endif - } - } - return __Pyx__PyObject_CallOneArg(func, arg); -} -#else -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallOneArg(PyObject *func, - PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_Pack(1, arg); - if (unlikely(!args)) return NULL; - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -#endif - -/* ExtTypeTest */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - PyErr_Format(PyExc_TypeError, - "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, - type->tp_name); - return 0; -} - -/* RaiseTooManyValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T - "d)", - expected); -} - -/* RaiseNeedMoreValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, - (index == 1) ? "" : "s"); -} - -/* IterFinish */ -static CYTHON_INLINE int __Pyx_IterFinish(void) { -#if CYTHON_FAST_THREAD_STATE - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject *exc_type = tstate->curexc_type; - if (unlikely(exc_type)) { - if (likely( - __Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) { - PyObject *exc_value, *exc_tb; - exc_value = tstate->curexc_value; - exc_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - Py_DECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_tb); - return 0; - } else { - return -1; - } - } - return 0; -#else - if (unlikely(PyErr_Occurred())) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -#endif -} - -/* UnpackItemEndCheck */ -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else { - return __Pyx_IterFinish(); - } - return 0; -} - -/* None */ -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { - PyErr_Format(PyExc_UnboundLocalError, - "local variable '%s' referenced before assignment", - varname); -} - -/* RaiseArgTupleInvalid */ -static void __Pyx_RaiseArgtupleInvalid(const char *func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) { - Py_ssize_t num_expected; - const char *more_or_less; - if (num_found < num_min) { - num_expected = num_min; - more_or_less = "at least"; - } else { - num_expected = num_max; - more_or_less = "at most"; - } - if (exact) { - more_or_less = "exactly"; - } - PyErr_Format(PyExc_TypeError, - "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T - "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, - more_or_less, - num_expected, - (num_expected == 1) ? "" : "s", - num_found); -} - -/* RaiseDoubleKeywords */ -static void __Pyx_RaiseDoubleKeywordsError(const char *func_name, - PyObject *kw_name) { - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION >= 3 - "%s() got multiple values for keyword argument '%U'", - func_name, - kw_name); -#else - "%s() got multiple values for keyword argument '%s'", - func_name, - PyString_AsString(kw_name)); -#endif -} - -/* ParseKeywords */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char *function_name) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject ***name; - PyObject ***first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name - argnames] = value; - continue; - } - name = first_kw_arg; -#if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && - _PyString_Eq(**name, key)) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || - ((CYTHON_COMPILING_IN_PYPY || - PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && - _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else -#endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) - ? 0 - : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name - argnames] = value; - break; - } - name++; - } - if (*name) - continue; - else { - PyObject ***argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : -#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != - PyUnicode_GET_SIZE(key)) - ? 1 - : -#endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; - } else { - goto invalid_keyword; - } - } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format( - PyExc_TypeError, "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, -#if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, - PyString_AsString(key)); -#else - "%s() got an unexpected keyword argument '%U'", - function_name, - key); -#endif -bad: - return -1; -} - -/* ArgTypeTest */ -static int __Pyx__ArgTypeTest(PyObject *obj, - PyTypeObject *type, - const char *name, - int exact) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } else if (exact) { -#if PY_MAJOR_VERSION == 2 - if ((type == &PyBaseString_Type) && - likely(__Pyx_PyBaseString_CheckExact(obj))) - return 1; -#endif - } else { - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - } - PyErr_Format( - PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, - type->tp_name, - Py_TYPE(obj)->tp_name); - return 0; -} - -/* SliceObject */ -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetSlice( - PyObject *obj, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **_py_start, - PyObject **_py_stop, - PyObject **_py_slice, - int has_cstart, - int has_cstop, - CYTHON_UNUSED int wraparound) { -#if CYTHON_USE_TYPE_SLOTS - PyMappingMethods *mp; -#if PY_MAJOR_VERSION < 3 - PySequenceMethods *ms = Py_TYPE(obj)->tp_as_sequence; - if (likely(ms && ms->sq_slice)) { - if (!has_cstart) { - if (_py_start && (*_py_start != Py_None)) { - cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); - if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstart = 0; - } - if (!has_cstop) { - if (_py_stop && (*_py_stop != Py_None)) { - cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); - if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstop = PY_SSIZE_T_MAX; - } - if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && - likely(ms->sq_length)) { - Py_ssize_t l = ms->sq_length(obj); - if (likely(l >= 0)) { - if (cstop < 0) { - cstop += l; - if (cstop < 0) cstop = 0; - } - if (cstart < 0) { - cstart += l; - if (cstart < 0) cstart = 0; - } - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) goto bad; - PyErr_Clear(); - } - } - return ms->sq_slice(obj, cstart, cstop); - } -#endif - mp = Py_TYPE(obj)->tp_as_mapping; - if (likely(mp && mp->mp_subscript)) -#endif - { - PyObject *result; - PyObject *py_slice, *py_start, *py_stop; - if (_py_slice) { - py_slice = *_py_slice; - } else { - PyObject *owned_start = NULL; - PyObject *owned_stop = NULL; - if (_py_start) { - py_start = *_py_start; - } else { - if (has_cstart) { - owned_start = py_start = PyInt_FromSsize_t(cstart); - if (unlikely(!py_start)) goto bad; - } else - py_start = Py_None; - } - if (_py_stop) { - py_stop = *_py_stop; - } else { - if (has_cstop) { - owned_stop = py_stop = PyInt_FromSsize_t(cstop); - if (unlikely(!py_stop)) { - Py_XDECREF(owned_start); - goto bad; - } - } else - py_stop = Py_None; - } - py_slice = PySlice_New(py_start, py_stop, Py_None); - Py_XDECREF(owned_start); - Py_XDECREF(owned_stop); - if (unlikely(!py_slice)) goto bad; - } -#if CYTHON_USE_TYPE_SLOTS - result = mp->mp_subscript(obj, py_slice); -#else - result = PyObject_GetItem(obj, py_slice); -#endif - if (!_py_slice) { - Py_DECREF(py_slice); - } - return result; - } - PyErr_Format( - PyExc_TypeError, "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); -bad: - return NULL; -} - -/* PyIntBinop */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyInt_AddObjC(PyObject *op1, - PyObject *op2, - CYTHON_UNUSED long intval, - int inplace, - int zerodivision_check) { - (void)inplace; - (void)zerodivision_check; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(op1))) { - const long b = intval; - long x; - long a = PyInt_AS_LONG(op1); - x = (long)((unsigned long)a + b); - if (likely((x ^ a) >= 0 || (x ^ b) >= 0)) return PyInt_FromLong(x); - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } -#endif -#if CYTHON_USE_PYLONG_INTERNALS - if (likely(PyLong_CheckExact(op1))) { - const long b = intval; - long a, x; -#ifdef HAVE_LONG_LONG - const PY_LONG_LONG llb = intval; - PY_LONG_LONG lla, llx; -#endif - const digit *digits = ((PyLongObject *)op1)->ob_digit; - const Py_ssize_t size = Py_SIZE(op1); - if (likely(__Pyx_sst_abs(size) <= 1)) { - a = likely(size) ? digits[0] : 0; - if (size == -1) a = -a; - } else { - switch (size) { - case -2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = (long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = (long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = (long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = (PY_LONG_LONG)( - ((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[2]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[1]) - << PyLong_SHIFT) | - (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - default: - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - } - x = a + b; - return PyLong_FromLong(x); -#ifdef HAVE_LONG_LONG - long_long: - llx = lla + llb; - return PyLong_FromLongLong(llx); -#endif - } -#endif - if (PyFloat_CheckExact(op1)) { - const long b = intval; - double a = PyFloat_AS_DOUBLE(op1); - double result; - PyFPE_START_PROTECT("add", return NULL) result = ((double)a) + (double)b; - PyFPE_END_PROTECT(result) return PyFloat_FromDouble(result); - } - return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); -} -#endif - -/* SliceObject */ -static CYTHON_INLINE int __Pyx_PyObject_SetSlice(PyObject *obj, - PyObject *value, - Py_ssize_t cstart, - Py_ssize_t cstop, - PyObject **_py_start, - PyObject **_py_stop, - PyObject **_py_slice, - int has_cstart, - int has_cstop, - CYTHON_UNUSED int wraparound) { -#if CYTHON_USE_TYPE_SLOTS - PyMappingMethods *mp; -#if PY_MAJOR_VERSION < 3 - PySequenceMethods *ms = Py_TYPE(obj)->tp_as_sequence; - if (likely(ms && ms->sq_ass_slice)) { - if (!has_cstart) { - if (_py_start && (*_py_start != Py_None)) { - cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); - if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstart = 0; - } - if (!has_cstop) { - if (_py_stop && (*_py_stop != Py_None)) { - cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); - if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstop = PY_SSIZE_T_MAX; - } - if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && - likely(ms->sq_length)) { - Py_ssize_t l = ms->sq_length(obj); - if (likely(l >= 0)) { - if (cstop < 0) { - cstop += l; - if (cstop < 0) cstop = 0; - } - if (cstart < 0) { - cstart += l; - if (cstart < 0) cstart = 0; - } - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) goto bad; - PyErr_Clear(); - } - } - return ms->sq_ass_slice(obj, cstart, cstop, value); - } -#endif - mp = Py_TYPE(obj)->tp_as_mapping; - if (likely(mp && mp->mp_ass_subscript)) -#endif - { - int result; - PyObject *py_slice, *py_start, *py_stop; - if (_py_slice) { - py_slice = *_py_slice; - } else { - PyObject *owned_start = NULL; - PyObject *owned_stop = NULL; - if (_py_start) { - py_start = *_py_start; - } else { - if (has_cstart) { - owned_start = py_start = PyInt_FromSsize_t(cstart); - if (unlikely(!py_start)) goto bad; - } else - py_start = Py_None; - } - if (_py_stop) { - py_stop = *_py_stop; - } else { - if (has_cstop) { - owned_stop = py_stop = PyInt_FromSsize_t(cstop); - if (unlikely(!py_stop)) { - Py_XDECREF(owned_start); - goto bad; - } - } else - py_stop = Py_None; - } - py_slice = PySlice_New(py_start, py_stop, Py_None); - Py_XDECREF(owned_start); - Py_XDECREF(owned_stop); - if (unlikely(!py_slice)) goto bad; - } -#if CYTHON_USE_TYPE_SLOTS - result = mp->mp_ass_subscript(obj, py_slice, value); -#else - result = value ? PyObject_SetItem(obj, py_slice, value) - : PyObject_DelItem(obj, py_slice); -#endif - if (!_py_slice) { - Py_DECREF(py_slice); - } - return result; - } - PyErr_Format(PyExc_TypeError, - "'%.200s' object does not support slice %.10s", - Py_TYPE(obj)->tp_name, - value ? "assignment" : "deletion"); -bad: - return -1; -} - -/* PyObjectCallNoArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject *__Pyx_PyObject_CallNoArg(PyObject *func) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, NULL, 0); - } -#endif -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) -#else - if (likely(PyCFunction_Check(func))) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - -/* PyErrFetchRestore */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -} -#endif - -/* RaiseException */ -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - if (PyType_Check(type)) { -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - type = (PyObject *)Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, - (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - } - __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else -static void __Pyx_Raise(PyObject *type, - PyObject *value, - PyObject *tb, - PyObject *cause) { - PyObject *owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject *)Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *instance_class = NULL; - if (value && PyExceptionInstance_Check(value)) { - instance_class = (PyObject *)Py_TYPE(value); - if (instance_class != type) { - int is_subclass = PyObject_IsSubclass(instance_class, type); - if (!is_subclass) { - instance_class = NULL; - } else if (unlikely(is_subclass == -1)) { - goto bad; - } else { - type = instance_class; - } - } - } - if (!instance_class) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) goto bad; - owned_instance = PyObject_Call(type, args, NULL); - Py_DECREF(args); - if (!owned_instance) goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, - Py_TYPE(value)); - goto bad; - } - } - } else { - PyErr_SetString( - PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } - if (cause) { - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { -#if CYTHON_COMPILING_IN_PYPY - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); - Py_INCREF(tb); - PyErr_Restore(tmp_type, tmp_value, tb); - Py_XDECREF(tmp_tb); -#else - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject *tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } -#endif - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -/* DictGetItem */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject *key) { - PyObject *value; - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (!PyErr_Occurred()) { - if (unlikely(PyTuple_Check(key))) { - PyObject *args = PyTuple_Pack(1, key); - if (likely(args)) { - PyErr_SetObject(PyExc_KeyError, args); - Py_DECREF(args); - } - } else { - PyErr_SetObject(PyExc_KeyError, key); - } - } - return NULL; - } - Py_INCREF(value); - return value; -} -#endif - -/* RaiseNoneIterError */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -/* GetTopmostException */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem *__Pyx_PyErr_GetTopmostException( - PyThreadState *tstate) { - _PyErr_StackItem *exc_info = tstate->exc_info; - while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && - exc_info->previous_item != NULL) { - exc_info = exc_info->previous_item; - } - return exc_info; -} -#endif - -/* SaveResetException */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) { -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); - *type = exc_info->exc_type; - *value = exc_info->exc_value; - *tb = exc_info->exc_traceback; -#else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; -#endif - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, - PyObject *type, - PyObject *value, - PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = type; - exc_info->exc_value = value; - exc_info->exc_traceback = tb; -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -#endif - -/* PyErrExceptionMatches */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) - return 1; - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState( - PyThreadState *tstate, PyObject *err) { - PyObject *exc_type = tstate->curexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - if (unlikely(PyTuple_Check(err))) - return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); - return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); -} -#endif - -/* GetException */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx__GetException(PyThreadState *tstate, - PyObject **type, - PyObject **value, - PyObject **tb) -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) -#endif -{ - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_FAST_THREAD_STATE - PyObject *tmp_type, *tmp_value, *tmp_tb; - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_FAST_THREAD_STATE - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; -#if PY_MAJOR_VERSION >= 3 - if (local_tb) { - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; - } -#endif - Py_XINCREF(local_tb); - Py_XINCREF(local_type); - Py_XINCREF(local_value); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_FAST_THREAD_STATE -#if CYTHON_USE_EXC_INFO_STACK - { - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = local_type; - exc_info->exc_value = local_value; - exc_info->exc_traceback = local_tb; - } -#else - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; -#endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -/* TypeImport */ -#ifndef __PYX_HAVE_RT_ImportType -#define __PYX_HAVE_RT_ImportType -static PyTypeObject *__Pyx_ImportType( - PyObject *module, - const char *module_name, - const char *class_name, - size_t size, - enum __Pyx_ImportType_CheckSize check_size) { - PyObject *result = 0; - char warning[200]; - Py_ssize_t basicsize; -#ifdef Py_LIMITED_API - PyObject *py_basicsize; -#endif - result = PyObject_GetAttrString(module, class_name); - if (!result) goto bad; - if (!PyType_Check(result)) { - PyErr_Format(PyExc_TypeError, - "%.200s.%.200s is not a type object", - module_name, - class_name); - goto bad; - } -#ifndef Py_LIMITED_API - basicsize = ((PyTypeObject *)result)->tp_basicsize; -#else - py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); - if (!py_basicsize) goto bad; - basicsize = PyLong_AsSsize_t(py_basicsize); - Py_DECREF(py_basicsize); - py_basicsize = 0; - if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; -#endif - if ((size_t)basicsize < size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } - if (check_size == __Pyx_ImportType_CheckSize_Error && - (size_t)basicsize != size) { - PyErr_Format( - PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - goto bad; - } else if (check_size == __Pyx_ImportType_CheckSize_Warn && - (size_t)basicsize > size) { - PyOS_snprintf(warning, - sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, - class_name, - size, - basicsize); - if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; - } - return (PyTypeObject *)result; -bad: - Py_XDECREF(result); - return NULL; -} -#endif - -/* Import */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; -#if PY_MAJOR_VERSION < 3 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); - if (!py_import) goto bad; -#endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) goto bad; - { -#if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if (strchr(__Pyx_MODULE_NAME, '.')) { - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; - PyErr_Clear(); - } - } - level = 0; - } -#endif - if (!module) { -#if PY_MAJOR_VERSION < 3 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, - global_dict, - empty_dict, - list, - py_level, - (PyObject *)NULL); - Py_DECREF(py_level); -#else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); -#endif - } - } -bad: -#if PY_MAJOR_VERSION < 3 - Py_XDECREF(py_import); -#endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -/* CLineInTraceback */ -#ifndef CYTHON_CLINE_IN_TRACEBACK -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { - PyObject *use_cline; - PyObject *ptype, *pvalue, *ptraceback; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject **cython_runtime_dict; -#endif - if (unlikely(!__pyx_cython_runtime)) { - return c_line; - } - __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); -#if CYTHON_COMPILING_IN_CPYTHON - cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); - if (likely(cython_runtime_dict)) { - __PYX_PY_DICT_LOOKUP_IF_MODIFIED( - use_cline, - *cython_runtime_dict, - __Pyx_PyDict_GetItemStr(*cython_runtime_dict, - __pyx_n_s_cline_in_traceback)) - } else -#endif - { - PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback); - if (use_cline_obj) { - use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; - Py_DECREF(use_cline_obj); - } else { - PyErr_Clear(); - use_cline = NULL; - } - } - if (!use_cline) { - c_line = 0; - PyObject_SetAttr( - __pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); - } else if (use_cline == Py_False || - (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { - c_line = 0; - } - __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); - return c_line; -} -#endif - -/* CodeObjectCache */ -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry *entries, - int count, - int code_line) { - int start = 0, mid = 0, end = count - 1; - if (end >= 0 && code_line > entries[end].code_line) { - return count; - } - while (start < end) { - mid = start + (end - start) / 2; - if (code_line < entries[mid].code_line) { - end = mid; - } else if (code_line > entries[mid].code_line) { - start = mid + 1; - } else { - return mid; - } - } - if (code_line <= entries[mid].code_line) { - return mid; - } else { - return mid + 1; - } -} -static PyCodeObject *__pyx_find_code_object(int code_line) { - PyCodeObject *code_object; - int pos; - if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { - return NULL; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if (unlikely(pos >= __pyx_code_cache.count) || - unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { - return NULL; - } - code_object = __pyx_code_cache.entries[pos].code_object; - Py_INCREF(code_object); - return code_object; -} -static void __pyx_insert_code_object(int code_line, PyCodeObject *code_object) { - int pos, i; - __Pyx_CodeObjectCacheEntry *entries = __pyx_code_cache.entries; - if (unlikely(!code_line)) { - return; - } - if (unlikely(!entries)) { - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Malloc( - 64 * sizeof(__Pyx_CodeObjectCacheEntry)); - if (likely(entries)) { - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = 64; - __pyx_code_cache.count = 1; - entries[0].code_line = code_line; - entries[0].code_object = code_object; - Py_INCREF(code_object); - } - return; - } - pos = __pyx_bisect_code_objects( - __pyx_code_cache.entries, __pyx_code_cache.count, code_line); - if ((pos < __pyx_code_cache.count) && - unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { - PyCodeObject *tmp = entries[pos].code_object; - entries[pos].code_object = code_object; - Py_DECREF(tmp); - return; - } - if (__pyx_code_cache.count == __pyx_code_cache.max_count) { - int new_max = __pyx_code_cache.max_count + 64; - entries = (__Pyx_CodeObjectCacheEntry *)PyMem_Realloc( - __pyx_code_cache.entries, - (size_t)new_max * sizeof(__Pyx_CodeObjectCacheEntry)); - if (unlikely(!entries)) { - return; - } - __pyx_code_cache.entries = entries; - __pyx_code_cache.max_count = new_max; - } - for (i = __pyx_code_cache.count; i > pos; i--) { - entries[i] = entries[i - 1]; - } - entries[pos].code_line = code_line; - entries[pos].code_object = code_object; - __pyx_code_cache.count++; - Py_INCREF(code_object); -} - -/* AddTraceback */ -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -static PyCodeObject *__Pyx_CreateCodeObjectForTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyObject *py_srcfile = 0; - PyObject *py_funcname = 0; -#if PY_MAJOR_VERSION < 3 - py_srcfile = PyString_FromString(filename); -#else - py_srcfile = PyUnicode_FromString(filename); -#endif - if (!py_srcfile) goto bad; - if (c_line) { -#if PY_MAJOR_VERSION < 3 - py_funcname = - PyString_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#else - py_funcname = - PyUnicode_FromFormat("%s (%s:%d)", funcname, __pyx_cfilenm, c_line); -#endif - } else { -#if PY_MAJOR_VERSION < 3 - py_funcname = PyString_FromString(funcname); -#else - py_funcname = PyUnicode_FromString(funcname); -#endif - } - if (!py_funcname) goto bad; - py_code = __Pyx_PyCode_New(0, - 0, - 0, - 0, - 0, - __pyx_empty_bytes, /*PyObject *code,*/ - __pyx_empty_tuple, /*PyObject *consts,*/ - __pyx_empty_tuple, /*PyObject *names,*/ - __pyx_empty_tuple, /*PyObject *varnames,*/ - __pyx_empty_tuple, /*PyObject *freevars,*/ - __pyx_empty_tuple, /*PyObject *cellvars,*/ - py_srcfile, /*PyObject *filename,*/ - py_funcname, /*PyObject *name,*/ - py_line, - __pyx_empty_bytes /*PyObject *lnotab*/ - ); - Py_DECREF(py_srcfile); - Py_DECREF(py_funcname); - return py_code; -bad: - Py_XDECREF(py_srcfile); - Py_XDECREF(py_funcname); - return NULL; -} -static void __Pyx_AddTraceback(const char *funcname, - int c_line, - int py_line, - const char *filename) { - PyCodeObject *py_code = 0; - PyFrameObject *py_frame = 0; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - if (c_line) { - c_line = __Pyx_CLineForTraceback(tstate, c_line); - } - py_code = __pyx_find_code_object(c_line ? -c_line : py_line); - if (!py_code) { - py_code = - __Pyx_CreateCodeObjectForTraceback(funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); - } - py_frame = PyFrame_New(tstate, /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - __pyx_d, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - __Pyx_PyFrame_SetLineNumber(py_frame, py_line); - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -/* CIntFromPyVerify */ -#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) -#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value) \ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) -#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc) \ - { \ - func_type value = func_value; \ - if (sizeof(target_type) < sizeof(func_type)) { \ - if (unlikely(value != (func_type)(target_type)value)) { \ - func_type zero = 0; \ - if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred())) \ - return (target_type)-1; \ - if (is_unsigned && unlikely(value < zero)) \ - goto raise_neg_overflow; \ - else \ - goto raise_overflow; \ - } \ - } \ - return (target_type)value; \ - } - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_int(int value) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_long(long value) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); - } -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) { - const Py_intptr_t neg_one = (Py_intptr_t)((Py_intptr_t)0 - (Py_intptr_t)1), - const_zero = (Py_intptr_t)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(Py_intptr_t) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(Py_intptr_t) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(Py_intptr_t), little, !is_unsigned); - } -} - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - return x + y * (__pyx_t_float_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_float_complex -__pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, - __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabsf(b.real) >= fabsf(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); - } else { - float r = b.imag / b.real; - float s = (float)(1.0) / (b.real + b.imag * r); - return __pyx_t_float_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - float r = b.real / b.imag; - float s = (float)(1.0) / (b.imag + b.real * r); - return __pyx_t_float_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - float denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_float_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_neg_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_conj_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real * z.real + z.imag * z.imag); -#else - return hypotf(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_float_complex -__Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_float(a, a); - case 3: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, a); - case 4: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = powf(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2f(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_float(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; -} -#endif -#endif - -/* Declarations */ -#if CYTHON_CCOMPLEX -#ifdef __cplusplus -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex(x, y); -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - return x + y * (__pyx_t_double_complex)_Complex_I; -} -#endif -#else -static CYTHON_INLINE __pyx_t_double_complex -__pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; -} -#endif - -/* Arithmetic */ -#if CYTHON_CCOMPLEX -#else -static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, - __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; -} -#if 1 -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabs(b.real) >= fabs(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, - a.imag / b.imag); - } else { - double r = b.imag / b.real; - double s = (double)(1.0) / (b.real + b.imag * r); - return __pyx_t_double_complex_from_parts((a.real + a.imag * r) * s, - (a.imag - a.real * r) * s); - } - } else { - double r = b.real / b.imag; - double s = (double)(1.0) / (b.imag + b.real * r); - return __pyx_t_double_complex_from_parts((a.real * r + a.imag) * s, - (a.imag * r - a.real) * s); - } -} -#else -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - double denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_double_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } -} -#endif -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_neg_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; -} -static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_conj_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; -} -#if 1 -static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { -#if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real * z.real + z.imag * z.imag); -#else - return hypot(z.real, z.imag); -#endif -} -static CYTHON_INLINE __pyx_t_double_complex -__Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_double(a, a); - case 3: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, a); - case 4: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = pow(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_double(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; -} -#endif -#endif - -/* CIntToPy */ -static CYTHON_INLINE PyObject *__Pyx_PyInt_From_enum__NPY_TYPES( - enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES)((enum NPY_TYPES)0 - - (enum NPY_TYPES)1), - const_zero = (enum NPY_TYPES)0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long)value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)value); -#endif - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long)value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG)value); -#endif - } - } - { - int one = 1; - int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray( - bytes, sizeof(enum NPY_TYPES), little, !is_unsigned); - } -} - -/* CIntFromPy */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { - const int neg_one = (int)((int)0 - (int)1), const_zero = (int)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (int)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { - return ( - int)(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { - return ( - int)(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { - return ( - int)(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (int)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (int)0; - case -1: - __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - case -2: - if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int)(((int)-1) * (((((int)digits[1]) << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return ( - int)((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)(((int)-1) * - (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return ( - int)((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(((int)-1) * - (((((((((int)digits[3]) << PyLong_SHIFT) | - (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - int, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int)(( - ((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) - << PyLong_SHIFT) | - (int)digits[1]) - << PyLong_SHIFT) | - (int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (int)-1; - } - } else { - int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (int)-1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); - return (int)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); - return (int)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *x) { - const Py_intptr_t neg_one = (Py_intptr_t)((Py_intptr_t)0 - (Py_intptr_t)1), - const_zero = (Py_intptr_t)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(Py_intptr_t) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (Py_intptr_t)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (Py_intptr_t)0; - case 1: - __PYX_VERIFY_RETURN_INT(Py_intptr_t, digit, digits[0]) - case 2: - if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 2 * PyLong_SHIFT) { - return (Py_intptr_t)(((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) >= 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (Py_intptr_t)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (Py_intptr_t)0; - case -1: - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(Py_intptr_t, digit, +digits[0]) - case -2: - if (8 * sizeof(Py_intptr_t) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - ((Py_intptr_t)-1) * - (((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - Py_intptr_t, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) { - return (Py_intptr_t)( - (((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | - (Py_intptr_t)digits[2]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[1]) - << PyLong_SHIFT) | - (Py_intptr_t)digits[0]))); - } - } - break; - } -#endif - if (sizeof(Py_intptr_t) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - Py_intptr_t, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - Py_intptr_t val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (Py_intptr_t)-1; - } - } else { - Py_intptr_t val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (Py_intptr_t)-1; - val = __Pyx_PyInt_As_Py_intptr_t(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to Py_intptr_t"); - return (Py_intptr_t)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to Py_intptr_t"); - return (Py_intptr_t)-1; -} - -/* CIntFromPy */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { - const long neg_one = (long)((long)0 - (long)1), const_zero = (long)0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(long) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (long)val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { - return (long)(((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { - return (long)(( - (((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { - return (long)(( - (((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) return (long)-1; - if (unlikely(result == 1)) goto raise_neg_overflow; - } -#endif - if (sizeof(long) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC( - long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: - return (long)0; - case -1: - __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit)(-(sdigit)digits[0])) - case 1: - __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) - case -2: - if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(((long)-1) * (((((long)digits[1]) << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((unsigned long)digits[1]) << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long)(( - ((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((long)digits[2]) << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((unsigned long)digits[2]) << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long)(( - ((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - long, - -(long)(((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(((long)-1) * - (((((((((long)digits[3]) << PyLong_SHIFT) | - (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT( - long, - unsigned long, - (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | - (unsigned long)digits[2]) - << PyLong_SHIFT) | - (unsigned long)digits[1]) - << PyLong_SHIFT) | - (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long)(( - ((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) - << PyLong_SHIFT) | - (long)digits[1]) - << PyLong_SHIFT) | - (long)digits[0]))); - } - } - break; - } -#endif - if (sizeof(long) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot " - "convert large numbers"); -#else - long val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int one = 1; - int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray( - (PyLongObject *)v, bytes, sizeof(val), is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) return val; - } -#endif - return (long)-1; - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_As_long(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); - return (long)-1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); - return (long)-1; -} - -/* FastTypeChecks */ -#if CYTHON_COMPILING_IN_CPYTHON -static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { - while (a) { - a = a->tp_base; - if (a == b) return 1; - } - return b == &PyBaseObject_Type; -} -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { - PyObject *mro; - if (a == b) return 1; - mro = a->tp_mro; - if (likely(mro)) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(mro); - for (i = 0; i < n; i++) { - if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) return 1; - } - return 0; - } - return __Pyx_InBases(a, b); -} -#if PY_MAJOR_VERSION == 2 -static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, - PyObject *exc_type1, - PyObject *exc_type2) { - PyObject *exception, *value, *tb; - int res; - __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign __Pyx_ErrFetch( - &exception, &value, &tb); - res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - if (!res) { - res = PyObject_IsSubclass(err, exc_type2); - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - } - __Pyx_ErrRestore(exception, value, tb); - return res; -} -#else -static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject *)err, - (PyTypeObject *)exc_type1) - : 0; - if (!res) { - res = __Pyx_IsSubtype((PyTypeObject *)err, (PyTypeObject *)exc_type2); - } - return res; -} -#endif -static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, - PyObject *tuple) { - Py_ssize_t i, n; - assert(PyExceptionClass_Check(exc_type)); - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i = 0; i < n; i++) { - if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1; - } -#endif - for (i = 0; i < n; i++) { - PyObject *t = PyTuple_GET_ITEM(tuple, i); -#if PY_MAJOR_VERSION < 3 - if (likely(exc_type == t)) return 1; -#endif - if (likely(PyExceptionClass_Check(t))) { - if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1; - } else { - } - } - return 0; -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, - PyObject *exc_type) { - if (likely(err == exc_type)) return 1; - if (likely(PyExceptionClass_Check(err))) { - if (likely(PyExceptionClass_Check(exc_type))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type); - } else if (likely(PyTuple_Check(exc_type))) { - return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type); - } else { - } - } - return PyErr_GivenExceptionMatches(err, exc_type); -} -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2( - PyObject *err, PyObject *exc_type1, PyObject *exc_type2) { - assert(PyExceptionClass_Check(exc_type1)); - assert(PyExceptionClass_Check(exc_type2)); - if (likely(err == exc_type1 || err == exc_type2)) return 1; - if (likely(PyExceptionClass_Check(err))) { - return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2); - } - return (PyErr_GivenExceptionMatches(err, exc_type1) || - PyErr_GivenExceptionMatches(err, exc_type2)); -} -#endif - -/* CheckBinaryVersion */ -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, - sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, - __Pyx_MODULE_NAME, - rtversion); - return PyErr_WarnEx(NULL, message, 1); - } - return 0; -} - -/* InitStrings */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { -#if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); - } else if (t->intern) { - *t->p = PyString_InternFromString(t->s); - } else { - *t->p = PyString_FromStringAndSize(t->s, t->n - 1); - } -#else - if (t->is_unicode | t->is_str) { - if (t->intern) { - *t->p = PyUnicode_InternFromString(t->s); - } else if (t->encoding) { - *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); - } else { - *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); - } - } else { - *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); - } -#endif - if (!*t->p) return -1; - if (PyObject_Hash(*t->p) == -1) return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_FromString(const char *c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); -} -static CYTHON_INLINE const char *__Pyx_PyObject_AsString(PyObject *o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -#if !CYTHON_PEP393_ENABLED -static const char *__Pyx_PyUnicode_AsStringAndSize(PyObject *o, - Py_ssize_t *length) { - char *defenc_c; - PyObject *defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); - if (!defenc) return NULL; - defenc_c = PyBytes_AS_STRING(defenc); -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - { - char *end = defenc_c + PyBytes_GET_SIZE(defenc); - char *c; - for (c = defenc_c; c < end; c++) { - if ((unsigned char)(*c) >= 128) { - PyUnicode_AsASCIIString(o); - return NULL; - } - } - } -#endif - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -} -#else -static CYTHON_INLINE const char *__Pyx_PyUnicode_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { - if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (likely(PyUnicode_IS_ASCII(o))) { - *length = PyUnicode_GET_LENGTH(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else - return PyUnicode_AsUTF8AndSize(o, length); -#endif -} -#endif -#endif -static CYTHON_INLINE const char *__Pyx_PyObject_AsStringAndSize( - PyObject *o, Py_ssize_t *length) { -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || \ - __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT - if ( -#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - __Pyx_sys_getdefaultencoding_not_ascii && -#endif - PyUnicode_Check(o)) { - return __Pyx_PyUnicode_AsStringAndSize(o, length); - } else -#endif -#if (!CYTHON_COMPILING_IN_PYPY) || \ - (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) - if (PyByteArray_Check(o)) { - *length = PyByteArray_GET_SIZE(o); - return PyByteArray_AS_STRING(o); - } else -#endif - { - char *result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (unlikely(r < 0)) { - return NULL; - } else { - return result; - } - } -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject *x) { - int is_true = x == Py_True; - if (is_true | (x == Py_False) | (x == Py_None)) - return is_true; - else - return PyObject_IsTrue(x); -} -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject *x) { - int retval; - if (unlikely(!x)) return -1; - retval = __Pyx_PyObject_IsTrue(x); - Py_DECREF(x); - return retval; -} -static PyObject *__Pyx_PyNumber_IntOrLongWrongResultType( - PyObject *result, const char *type_name) { -#if PY_MAJOR_VERSION >= 3 - if (PyLong_Check(result)) { - if (PyErr_WarnFormat( - PyExc_DeprecationWarning, - 1, - "__int__ returned non-int (type %.200s). " - "The ability to return an instance of a strict subclass of int " - "is deprecated, and may be removed in a future version of Python.", - Py_TYPE(result)->tp_name)) { - Py_DECREF(result); - return NULL; - } - return result; - } -#endif - PyErr_Format(PyExc_TypeError, - "__%.4s__ returned non-%.4s (type %.200s)", - type_name, - type_name, - Py_TYPE(result)->tp_name); - Py_DECREF(result); - return NULL; -} -static CYTHON_INLINE PyObject *__Pyx_PyNumber_IntOrLong(PyObject *x) { -#if CYTHON_USE_TYPE_SLOTS - PyNumberMethods *m; -#endif - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x) || PyLong_Check(x))) -#else - if (likely(PyLong_Check(x))) -#endif - return __Pyx_NewRef(x); -#if CYTHON_USE_TYPE_SLOTS - m = Py_TYPE(x)->tp_as_number; -#if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = m->nb_int(x); - } else if (m && m->nb_long) { - name = "long"; - res = m->nb_long(x); - } -#else - if (likely(m && m->nb_int)) { - name = "int"; - res = m->nb_int(x); - } -#endif -#else - if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { - res = PyNumber_Int(x); - } -#endif - if (likely(res)) { -#if PY_MAJOR_VERSION < 3 - if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { -#else - if (unlikely(!PyLong_CheckExact(res))) { -#endif - return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); - } - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, "an integer is required"); - } - return res; -} -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject *b) { - Py_ssize_t ival; - PyObject *x; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(b))) { - if (sizeof(Py_ssize_t) >= sizeof(long)) - return PyInt_AS_LONG(b); - else - return PyInt_AsSsize_t(b); - } -#endif - if (likely(PyLong_CheckExact(b))) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit *digits = ((PyLongObject *)b)->ob_digit; - const Py_ssize_t size = Py_SIZE(b); - if (likely(__Pyx_sst_abs(size) <= 1)) { - ival = likely(size) ? digits[0] : 0; - if (size == -1) ival = -ival; - return ival; - } else { - switch (size) { - case 2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case 3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case 4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return (Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - case -4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return -(Py_ssize_t)( - ((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) - << PyLong_SHIFT) | - (size_t)digits[1]) - << PyLong_SHIFT) | - (size_t)digits[0])); - } - break; - } - } -#endif - return PyLong_AsSsize_t(b); - } - x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject *__Pyx_PyBool_FromLong(long b) { - return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); -} -static CYTHON_INLINE PyObject *__Pyx_PyInt_FromSize_t(size_t ival) { - return PyInt_FromSize_t(ival); -} - - -#endif /* Py_PYTHON_H */ diff --git a/dygraph/rcnn/models/dyg/cyops/target.cpp b/dygraph/rcnn/models/dyg/cyops/target.cpp deleted file mode 100755 index 06f2230dd7ee03c887290f5a40d14c053ceb556d..0000000000000000000000000000000000000000 --- a/dygraph/rcnn/models/dyg/cyops/target.cpp +++ /dev/null @@ -1 +0,0 @@ -#error Do not use this file, it is the result of a failed Cython compilation. diff --git a/dygraph/rcnn/models/dyg/cyops/target.so b/dygraph/rcnn/models/dyg/cyops/target.so deleted file mode 100755 index aed6938156d9497e0987f0db6b4753d0b73cdd7c..0000000000000000000000000000000000000000 Binary files a/dygraph/rcnn/models/dyg/cyops/target.so and /dev/null differ