From a0da6e5db868f8a74a71c80996064c8105aa393b Mon Sep 17 00:00:00 2001 From: George Ni Date: Fri, 13 Aug 2021 12:55:23 +0800 Subject: [PATCH] [cherry-pick][MOT] update fairmot doc (#3971) * fix operators typo * fix mot typo, test=document_fix * fix fairmot modelzoo, test=document_fix --- configs/mot/fairmot/README.md | 10 +++++----- configs/mot/fairmot/README_cn.md | 10 +++++----- configs/mot/fairmot/_base_/optimizer_30e.yml | 2 +- 3 files changed, 11 insertions(+), 11 deletions(-) diff --git a/configs/mot/fairmot/README.md b/configs/mot/fairmot/README.md index 651e969f2..c38936442 100644 --- a/configs/mot/fairmot/README.md +++ b/configs/mot/fairmot/README.md @@ -19,7 +19,7 @@ English | [简体中文](README_cn.md) | backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: |:-----: | | DLA-34(paper) | 1088x608 | 83.3 | 81.9 | 544 | 3822 | 14095 | - | - | - | -| DLA-34 | 1088x608 | 83.7 | 83.3 | 435 | 3829 | 13764 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 83.2 | 83.1 | 499 | 3861 | 14223 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | ### FairMOT Results on MOT-16 Test Set @@ -27,19 +27,19 @@ English | [简体中文](README_cn.md) | backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: |:-----: | | DLA-34(paper) | 1088x608 | 74.9 | 72.8 | 1074 | - | - | 25.9 | - | - | -| DLA-34 | 1088x608 | 74.8 | 74.4 | 930 | 7038 | 37994 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 75.0 | 74.7 | 919 | 7934 | 36747 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | **Notes:** - FairMOT used 8 GPUs for training and mini-batch size as 6 on each GPU, and trained for 30 epoches. + FairMOT used 2 GPUs for training and mini-batch size as 6 on each GPU, and trained for 30 epoches. ## Getting Start ### 1. Training -Training FairMOT on 8 GPUs with following command +Training FairMOT on 2 GPUs with following command ```bash -python -m paddle.distributed.launch --log_dir=./fairmot_dla34_30e_1088x608/ --gpus 0,1,2,3,4,5,6,7 tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml +python -m paddle.distributed.launch --log_dir=./fairmot_dla34_30e_1088x608/ --gpus 0,1 tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ``` diff --git a/configs/mot/fairmot/README_cn.md b/configs/mot/fairmot/README_cn.md index 5e0d80884..96e843b67 100644 --- a/configs/mot/fairmot/README_cn.md +++ b/configs/mot/fairmot/README_cn.md @@ -19,26 +19,26 @@ | 骨干网络 | 输入尺寸 | MOTA | IDF1 | IDS | FP | FN | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :----: | :----: | :---: | :----: | :---: | :------: | :----: |:----: | | DLA-34(paper) | 1088x608 | 83.3 | 81.9 | 544 | 3822 | 14095 | - | - | - | -| DLA-34 | 1088x608 | 83.7 | 83.3 | 435 | 3829 | 13764 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 83.2 | 83.1 | 499 | 3861 | 14223 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | ### FairMOT在MOT-16 Test Set上结果 | 骨干网络 | 输入尺寸 | MOTA | IDF1 | IDS | FP | FN | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: |:-------: | :----: | :----: | | DLA-34(paper) | 1088x608 | 74.9 | 72.8 | 1074 | - | - | 25.9 | - | - | -| DLA-34 | 1088x608 | 74.8 | 74.4 | 930 | 7038 | 37994 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 75.0 | 74.7 | 919 | 7934 | 36747 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | **注意:** - FairMOT使用8个GPU进行训练，每个GPU上batch size为6，训练30个epoch。 + FairMOT使用2个GPU进行训练，每个GPU上batch size为6，训练30个epoch。 ## 快速开始 ### 1. 训练 -使用8GPU通过如下命令一键式启动训练 +使用2个GPU通过如下命令一键式启动训练 ```bash -python -m paddle.distributed.launch --log_dir=./fairmot_dla34_30e_1088x608/ --gpus 0,1,2,3,4,5,6,7 tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml +python -m paddle.distributed.launch --log_dir=./fairmot_dla34_30e_1088x608/ --gpus 0,1 tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ``` ### 2. 评估 diff --git a/configs/mot/fairmot/_base_/optimizer_30e.yml b/configs/mot/fairmot/_base_/optimizer_30e.yml index ff45a6126..6e7ec0dc4 100644 --- a/configs/mot/fairmot/_base_/optimizer_30e.yml +++ b/configs/mot/fairmot/_base_/optimizer_30e.yml @@ -1,7 +1,7 @@ epoch: 30 LearningRate: - base_lr: 0.0004 + base_lr: 0.0001 schedulers: - !PiecewiseDecay gamma: 0.1 -- GitLab