From 9a17d02c6e497464b7280fada2087284ceff5d24 Mon Sep 17 00:00:00 2001 From: whs Date: Sat, 12 Oct 2019 21:42:24 +0800 Subject: [PATCH] [PaddleSlim] Add pruning demo for yolov3 (#3414) --- slim/prune/README.md | 199 +++++++++++++++++ slim/prune/compress.py | 258 +++++++++++++++++++++++ slim/prune/images/MobileNetV1-YoloV3.pdf | Bin 0 -> 174731 bytes slim/prune/yolov3_mobilenet_v1_slim.yaml | 23 ++ 4 files changed, 480 insertions(+) create mode 100644 slim/prune/README.md create mode 100644 slim/prune/compress.py create mode 100644 slim/prune/images/MobileNetV1-YoloV3.pdf create mode 100644 slim/prune/yolov3_mobilenet_v1_slim.yaml diff --git a/slim/prune/README.md b/slim/prune/README.md new file mode 100644 index 000000000..b883cd09e --- /dev/null +++ b/slim/prune/README.md @@ -0,0 +1,199 @@ +>运行该示例前请安装Paddle1.6或更高版本 + +# 检测模型卷积通道剪裁示例 + +## 概述 + +该示例使用PaddleSlim提供的[卷积通道剪裁压缩策略](https://github.com/PaddlePaddle/models/blob/develop/PaddleSlim/docs/tutorial.md#2-%E5%8D%B7%E7%A7%AF%E6%A0%B8%E5%89%AA%E8%A3%81%E5%8E%9F%E7%90%86)对检测库中的模型进行压缩。 +在阅读该示例前,建议您先了解以下内容: + +- 检测库的常规训练方法 +- [PaddleSlim使用文档](https://github.com/PaddlePaddle/models/blob/develop/PaddleSlim/docs/usage.md) + + +## 配置文件说明 + +关于配置文件如何编写您可以参考: + +- [PaddleSlim配置文件编写说明](https://github.com/PaddlePaddle/models/blob/develop/PaddleSlim/docs/usage.md#122-%E9%85%8D%E7%BD%AE%E6%96%87%E4%BB%B6%E7%9A%84%E4%BD%BF%E7%94%A8) +- [裁剪策略配置文件编写说明](https://github.com/PaddlePaddle/models/blob/develop/PaddleSlim/docs/usage.md#22-%E6%A8%A1%E5%9E%8B%E9%80%9A%E9%81%93%E5%89%AA%E8%A3%81) + +其中,配置文件中的`pruned_params`需要根据当前模型的网络结构特点设置,它用来指定要裁剪的parameters. + +这里以MobileNetV1-YoloV3模型为例,其卷积可以三种:主干网络中的普通卷积,主干网络中的`depthwise convolution`和`yolo block`里的普通卷积。PaddleSlim暂时无法对`depthwise convolution`直接进行剪裁, 因为`depthwise convolution`的`channel`的变化会同时影响到前后的卷积层。我们这里只对主干网络中的普通卷积和`yolo block`里的普通卷积做裁剪。 + +通过以下方式可视化模型结构: + +``` +from paddle.fluid.framework import IrGraph +from paddle.fluid import core + +graph = IrGraph(core.Graph(train_prog.desc), for_test=True) +marked_nodes = set() +for op in graph.all_op_nodes(): + print(op.name()) + if op.name().find('conv') > -1: + marked_nodes.add(op) +graph.draw('.', 'forward', marked_nodes) +``` + +该示例中MobileNetV1-YoloV3模型结构的可视化结果:MobileNetV1-YoloV3.pdf + +同时通过以下命令观察目标卷积层的参数(parameters)的名称和shape: + +``` +for param in fluid.default_main_program().global_block().all_parameters(): + if 'weights' in param.name: + print param.name, param.shape +``` + + +从可视化结果,我们可以排除后续会做concat的卷积层,最终得到如下要裁剪的参数名称: + +``` +conv2_1_sep_weights +conv2_2_sep_weights +conv3_1_sep_weights +conv4_1_sep_weights +conv5_1_sep_weights +conv5_2_sep_weights +conv5_3_sep_weights +conv5_4_sep_weights +conv5_5_sep_weights +conv5_6_sep_weights +yolo_block.0.0.0.conv.weights +yolo_block.0.0.1.conv.weights +yolo_block.0.1.0.conv.weights +yolo_block.0.1.1.conv.weights +yolo_block.1.0.0.conv.weights +yolo_block.1.0.1.conv.weights +yolo_block.1.1.0.conv.weights +yolo_block.1.1.1.conv.weights +yolo_block.1.2.conv.weights +yolo_block.2.0.0.conv.weights +yolo_block.2.0.1.conv.weights +yolo_block.2.1.1.conv.weights +yolo_block.2.2.conv.weights +yolo_block.2.tip.conv.weights +``` + +``` +(conv2_1_sep_weights)|(conv2_2_sep_weights)|(conv3_1_sep_weights)|(conv4_1_sep_weights)|(conv5_1_sep_weights)|(conv5_2_sep_weights)|(conv5_3_sep_weights)|(conv5_4_sep_weights)|(conv5_5_sep_weights)|(conv5_6_sep_weights)|(yolo_block.0.0.0.conv.weights)|(yolo_block.0.0.1.conv.weights)|(yolo_block.0.1.0.conv.weights)|(yolo_block.0.1.1.conv.weights)|(yolo_block.1.0.0.conv.weights)|(yolo_block.1.0.1.conv.weights)|(yolo_block.1.1.0.conv.weights)|(yolo_block.1.1.1.conv.weights)|(yolo_block.1.2.conv.weights)|(yolo_block.2.0.0.conv.weights)|(yolo_block.2.0.1.conv.weights)|(yolo_block.2.1.1.conv.weights)|(yolo_block.2.2.conv.weights)|(yolo_block.2.tip.conv.weights) +``` + +综上,我们将MobileNetV2配置文件中的`pruned_params`设置为以下正则表达式: + +``` +(conv2_1_sep_weights)|(conv2_2_sep_weights)|(conv3_1_sep_weights)|(conv4_1_sep_weights)|(conv5_1_sep_weights)|(conv5_2_sep_weights)|(conv5_3_sep_weights)|(conv5_4_sep_weights)|(conv5_5_sep_weights)|(conv5_6_sep_weights)|(yolo_block.0.0.0.conv.weights)|(yolo_block.0.0.1.conv.weights)|(yolo_block.0.1.0.conv.weights)|(yolo_block.0.1.1.conv.weights)|(yolo_block.1.0.0.conv.weights)|(yolo_block.1.0.1.conv.weights)|(yolo_block.1.1.0.conv.weights)|(yolo_block.1.1.1.conv.weights)|(yolo_block.1.2.conv.weights)|(yolo_block.2.0.0.conv.weights)|(yolo_block.2.0.1.conv.weights)|(yolo_block.2.1.1.conv.weights)|(yolo_block.2.2.conv.weights)|(yolo_block.2.tip.conv.weights) +``` + +我们可以用上述操作观察其它检测模型的参数名称规律,然后设置合适的正则表达式来剪裁合适的参数。 + +## 训练 + +根据PaddleDetection/tools/train.py编写压缩脚本compress.py。 +在该脚本中定义了Compressor对象,用于执行压缩任务。 + +### 执行示例 + +step1: 设置gpu卡 +``` +export CUDA_VISIBLE_DEVICES=0 +``` +step2: 开始训练 + +使用PaddleDetection提供的配置文件在用8卡进行训练: + +``` +python compress.py \ + -s yolov3_mobilenet_v1_slim.yaml \ + -c ../../configs/yolov3_mobilenet_v1_voc.yml \ + -o max_iters=258 \ + -d "../../dataset/voc" +``` + +>通过命令行覆盖设置max_iters选项,因为PaddleDetection中训练是以`batch`为单位迭代的,并没有涉及`epoch`的概念,但是PaddleSlim需要知道当前训练进行到第几个`epoch`, 所以需要将`max_iters`设置为一个`epoch`内的`batch`的数量。 + +如果要调整训练卡数,需要调整配置文件`yolov3_mobilenet_v1_voc.yml`中的以下参数: + +- **max_iters:** 一个`epoch`中batch的数量,需要设置为`total_num / batch_size`, 其中`total_num`为训练样本总数量,`batch_size`为多卡上总的batch size. +- **YoloTrainFeed.batch_size:** 单张卡上的batch size, 受限于显存大小。 +- **LeaningRate.base_lr:** 根据多卡的总`batch_size`调整`base_lr`,两者大小正相关,可以简单的按比例进行调整。 +- **LearningRate.schedulers.PiecewiseDecay.milestones:**请根据batch size的变化对其调整。 +- **LearningRate.schedulers.PiecewiseDecay.LinearWarmup.steps:** 请根据batch size的变化对其进行调整。 + + +以下为4卡训练示例,通过命令行覆盖`yolov3_mobilenet_v1_voc.yml`中的参数: + +``` +python compress.py \ + -s yolov3_mobilenet_v1_slim.yaml \ + -c ../../configs/yolov3_mobilenet_v1_voc.yml \ + -o max_iters=258 \ + -o YoloTrainFeed.batch_size = 16 \ + -d "../../dataset/voc" +``` + +以下为2卡训练示例,受显存所制,单卡`batch_size`不变,总`batch_size`减小,`base_lr`减小,一个epoch内batch数量增加,同时需要调整学习率相关参数,如下: +``` +python compress.py \ + -s yolov3_mobilenet_v1_slim.yaml \ + -c ../../configs/yolov3_mobilenet_v1_voc.yml \ + -o max_iters=516 \ + -o LeaningRate.base_lr=0.005 \ # 0.001 /2 + -o YoloTrainFeed.batch_size = 16 \ + -o LearningRate.schedulers='[!PiecewiseDecay {gamma: 0.1, milestones: [110000, 124000]}, !LinearWarmup {start_factor: 0., steps: 2000}]' \ + -d "../../dataset/voc" +``` + +通过`python compress.py --help`查看可配置参数。 +通过`python ../../tools/configure.py ${option_name} help`查看如何通过命令行覆盖配置文件`yolov3_mobilenet_v1_voc.yml`中的参数。 + +### 保存断点(checkpoint) + +如果在配置文件中设置了`checkpoint_path`, 则在压缩任务执行过程中会自动保存断点,当任务异常中断时, +重启任务会自动从`checkpoint_path`路径下按数字顺序加载最新的checkpoint文件。如果不想让重启的任务从断点恢复, +需要修改配置文件中的`checkpoint_path`,或者将`checkpoint_path`路径下文件清空。 + +>注意:配置文件中的信息不会保存在断点中,重启前对配置文件的修改将会生效。 + + +## 评估 + +如果在配置文件中设置了`checkpoint_path`,则每个epoch会保存一个压缩后的用于评估的模型, +该模型会保存在`${checkpoint_path}/${epoch_id}/eval_model/`路径下,包含`__model__`和`__params__`两个文件。 +其中,`__model__`用于保存模型结构信息,`__params__`用于保存参数(parameters)信息。 + +如果不需要保存评估模型,可以在定义Compressor对象时,将`save_eval_model`选项设置为False(默认为True)。 + +## 预测 + +如果在配置文件中设置了`checkpoint_path`,并且在定义Compressor对象时指定了`prune_infer_model`选项,则每个epoch都会 +保存一个`inference model`。该模型是通过删除eval_program中多余的operators而得到的。 + +该模型会保存在`${checkpoint_path}/${epoch_id}/eval_model/`路径下,包含`__model__.infer`和`__params__`两个文件。 +其中,`__model__.infer`用于保存模型结构信息,`__params__`用于保存参数(parameters)信息。 + +更多关于`prune_infer_model`选项的介绍,请参考:[Compressor介绍](https://github.com/PaddlePaddle/models/blob/develop/PaddleSlim/docs/usage.md#121-%E5%A6%82%E4%BD%95%E6%94%B9%E5%86%99%E6%99%AE%E9%80%9A%E8%AE%AD%E7%BB%83%E8%84%9A%E6%9C%AC) + +### python预测 + +在脚本PaddleDetection/tools/infer.py中展示了如何使用fluid python API加载使用预测模型进行预测。 + +### PaddleLite + +该示例中产出的预测(inference)模型可以直接用PaddleLite进行加载使用。 +关于PaddleLite如何使用,请参考:[PaddleLite使用文档](https://github.com/PaddlePaddle/Paddle-Lite/wiki#%E4%BD%BF%E7%94%A8) + +## 示例结果 + +### MobileNetV1-YOLO-V3 + +| FLOPS |top1_acc/top5_acc| model_size |Paddle Fluid inference time(ms)| Paddle Lite inference time(ms)| +|---|---|---|---|---| +|baseline|- |- |- |-| +|-10%|- |- |- |-| +|-30%|- |- |- |-| +|-50%|- |- |- |-| + +## FAQ diff --git a/slim/prune/compress.py b/slim/prune/compress.py new file mode 100644 index 000000000..2d012e46f --- /dev/null +++ b/slim/prune/compress.py @@ -0,0 +1,258 @@ +# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import os +import time +import multiprocessing +import numpy as np +import sys +sys.path.append("../../") +from paddle.fluid.contrib.slim import Compressor + +def set_paddle_flags(**kwargs): + for key, value in kwargs.items(): + if os.environ.get(key, None) is None: + os.environ[key] = str(value) + +# NOTE(paddle-dev): All of these flags should be set before +# `import paddle`. Otherwise, it would not take any effect. +set_paddle_flags( + FLAGS_eager_delete_tensor_gb=0, # enable GC to save memory +) + +from paddle import fluid +from ppdet.core.workspace import load_config, merge_config, create +from ppdet.data.data_feed import create_reader +from ppdet.utils.eval_utils import parse_fetches, eval_results +from ppdet.utils.cli import ArgsParser +from ppdet.utils.check import check_gpu +import ppdet.utils.checkpoint as checkpoint +from ppdet.modeling.model_input import create_feed + +import logging +FORMAT = '%(asctime)s-%(levelname)s: %(message)s' +logging.basicConfig(level=logging.INFO, format=FORMAT) +logger = logging.getLogger(__name__) +def eval_run(exe, compile_program, reader, keys, values, cls, test_feed): + """ + Run evaluation program, return program outputs. + """ + iter_id = 0 + results = [] + if len(cls) != 0: + values = [] + for i in range(len(cls)): + _, accum_map = cls[i].get_map_var() + cls[i].reset(exe) + values.append(accum_map) + + images_num = 0 + start_time = time.time() + has_bbox = 'bbox' in keys + for data in reader(): + data = test_feed.feed(data) + feed_data = {'image': data['image'], + 'im_size': data['im_size']} + outs = exe.run(compile_program, + feed=feed_data, + fetch_list=[values[0]], + return_numpy=False) + outs.append(data['gt_box']) + outs.append(data['gt_label']) + outs.append(data['is_difficult']) + res = { + k: (np.array(v), v.recursive_sequence_lengths()) + for k, v in zip(keys, outs) + } + results.append(res) + if iter_id % 100 == 0: + logger.info('Test iter {}'.format(iter_id)) + iter_id += 1 + images_num += len(res['bbox'][1][0]) if has_bbox else 1 + logger.info('Test finish iter {}'.format(iter_id)) + + end_time = time.time() + fps = images_num / (end_time - start_time) + if has_bbox: + logger.info('Total number of images: {}, inference time: {} fps.'. + format(images_num, fps)) + else: + logger.info('Total iteration: {}, inference time: {} batch/s.'.format( + images_num, fps)) + + return results + + +def main(): + cfg = load_config(FLAGS.config) + if 'architecture' in cfg: + main_arch = cfg.architecture + else: + raise ValueError("'architecture' not specified in config file.") + + merge_config(FLAGS.opt) + if 'log_iter' not in cfg: + cfg.log_iter = 20 + + # check if set use_gpu=True in paddlepaddle cpu version + check_gpu(cfg.use_gpu) + + if cfg.use_gpu: + devices_num = fluid.core.get_cuda_device_count() + else: + devices_num = int( + os.environ.get('CPU_NUM', multiprocessing.cpu_count())) + + if 'train_feed' not in cfg: + train_feed = create(main_arch + 'TrainFeed') + else: + train_feed = create(cfg.train_feed) + + if 'eval_feed' not in cfg: + eval_feed = create(main_arch + 'EvalFeed') + else: + eval_feed = create(cfg.eval_feed) + + place = fluid.CUDAPlace(0) if cfg.use_gpu else fluid.CPUPlace() + exe = fluid.Executor(place) + + lr_builder = create('LearningRate') + optim_builder = create('OptimizerBuilder') + + # build program + startup_prog = fluid.Program() + train_prog = fluid.Program() + with fluid.program_guard(train_prog, startup_prog): + with fluid.unique_name.guard(): + model = create(main_arch) + train_loader, feed_vars = create_feed(train_feed, iterable=True) + train_fetches = model.train(feed_vars) + loss = train_fetches['loss'] + lr = lr_builder() + optimizer = optim_builder(lr) + optimizer.minimize(loss) + + + train_reader = create_reader(train_feed, cfg.max_iters * devices_num, + FLAGS.dataset_dir) + train_loader.set_sample_list_generator(train_reader, place) + + # parse train fetches + train_keys, train_values, _ = parse_fetches(train_fetches) + train_keys.append("lr") + train_values.append(lr.name) + + train_fetch_list=[] + for k, v in zip(train_keys, train_values): + train_fetch_list.append((k, v)) + + eval_prog = fluid.Program() + with fluid.program_guard(eval_prog, startup_prog): + with fluid.unique_name.guard(): + model = create(main_arch) + _, test_feed_vars = create_feed(eval_feed, iterable=True) + fetches = model.eval(test_feed_vars) + + eval_prog = eval_prog.clone(True) + + eval_reader = create_reader(eval_feed, args_path=FLAGS.dataset_dir) + #eval_pyreader.decorate_sample_list_generator(eval_reader, place) + test_data_feed = fluid.DataFeeder(test_feed_vars.values(), place) + + # parse eval fetches + extra_keys = [] + if cfg.metric == 'COCO': + extra_keys = ['im_info', 'im_id', 'im_shape'] + if cfg.metric == 'VOC': + extra_keys = ['gt_box', 'gt_label', 'is_difficult'] + eval_keys, eval_values, eval_cls = parse_fetches(fetches, eval_prog, + extra_keys) + eval_fetch_list=[] + for k, v in zip(eval_keys, eval_values): + eval_fetch_list.append((k, v)) + + exe.run(startup_prog) + checkpoint.load_params(exe, train_prog, cfg.pretrain_weights) + + best_box_ap_list = [] + + def eval_func(program, scope): + + #place = fluid.CPUPlace() + #exe = fluid.Executor(place) + results = eval_run(exe, program, eval_reader, + eval_keys, eval_values, eval_cls, test_data_feed) + + resolution = None + if 'mask' in results[0]: + resolution = model.mask_head.resolution + box_ap_stats = eval_results(results, eval_feed, cfg.metric, cfg.num_classes, + resolution, False, FLAGS.output_eval) + if len(best_box_ap_list) == 0: + best_box_ap_list.append(box_ap_stats[0]) + elif box_ap_stats[0] > best_box_ap_list[0]: + best_box_ap_list[0] = box_ap_stats[0] + checkpoint.save(exe, train_prog, os.path.join(save_dir,"best_model")) + logger.info("Best test box ap: {}".format( + best_box_ap_list[0])) + return best_box_ap_list[0] + + test_feed = [('image', test_feed_vars['image'].name), + ('im_size', test_feed_vars['im_size'].name)] + + com = Compressor( + place, + fluid.global_scope(), + train_prog, + train_reader=train_reader, + train_feed_list=[(key, value.name) for key, value in feed_vars.items()], + train_fetch_list=train_fetch_list, + eval_program=eval_prog, + eval_reader=eval_reader, + eval_feed_list=test_feed, + eval_func={'map': eval_func}, + eval_fetch_list=[eval_fetch_list[0]], + save_eval_model=True, + prune_infer_model=[["image", "im_size"],["multiclass_nms_0.tmp_0"]], + train_optimizer=None) + com.config(FLAGS.slim_file) + com.run() + + + +if __name__ == '__main__': + parser = ArgsParser() + parser.add_argument( + "-s", + "--slim_file", + default=None, + type=str, + help="Config file of PaddleSlim.") + parser.add_argument( + "--output_eval", + default=None, + type=str, + help="Evaluation directory, default is current directory.") + parser.add_argument( + "-d", + "--dataset_dir", + default=None, + type=str, + help="Dataset path, same as DataFeed.dataset.dataset_dir") + FLAGS = parser.parse_args() + main() diff --git a/slim/prune/images/MobileNetV1-YoloV3.pdf b/slim/prune/images/MobileNetV1-YoloV3.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f5d3a22db5030ffc6beb1e7f8c92bddd61e366e6 GIT binary patch literal 174731 zcmYhibCg`&_dJ|rkg+qiZQB{!HZrztqsO*w+qN^d&CJZ($@BTG_xo3`)wkC=x6eJd 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