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Branch: reimpl
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queryinst-paddle/benchmark
hysunflower 956726e526
update_bs (#4830) 		2 years ago
..
configs [benchmark] fix faster rcnn dataloader inconsistence (#4451) 2 years ago
README.md [benchmark] fix nan in training (#4345) 2 years ago
prepare.sh update benchmark case (#4599) 2 years ago
run_all.sh update_bs (#4830) 2 years ago
run_benchmark.sh update benchmark case (#4599) 2 years ago

README.md

通用检测benchmark测试脚本说明

├── benchmark
│   ├── analysis_log.py
│   ├── prepare.sh
│   ├── README.md
│   ├── run_all.sh
│   ├── run_benchmark.sh

脚本说明

prepare.sh

相关数据准备脚本，完成数据、模型的自动下载

run_all.sh

主要运行脚本，可完成所有相关模型的测试方案

run_benchmark.sh

单模型运行脚本，可完成指定模型的测试方案

Docker 运行环境

  • docker image: registry.baidubce.com/paddlepaddle/paddle:2.1.2-gpu-cuda10.2-cudnn7
  • paddle = 2.1.2
  • python = 3.7

运行benchmark测试

运行所有模型

git clone https://github.com/PaddlePaddle/PaddleDetection.git
cd PaddleDetection
bash benchmark/run_all.sh

运行指定模型

  • Usage：bash run_benchmark.sh ${run_mode} ${batch_size} ${fp_item} ${max_epoch} ${model_name}
  • model_name: faster_rcnn, fcos, deformable_detr, gfl, hrnet, higherhrnet, solov2, jde, fairmot
git clone https://github.com/PaddlePaddle/PaddleDetection.git
cd PaddleDetection
bash benchmark/prepare.sh

# 单卡
CUDA_VISIBLE_DEVICES=0 bash benchmark/run_benchmark.sh sp 2 fp32 1 faster_rcnn
# 多卡
CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash benchmark/run_benchmark.sh mp 2 fp32 1 faster_rcnn
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Reproduce/reimplementation QueryInst based on PaddleDetection.

https://openi.pcl.ac.cn/Reproduction/queryinst-paddle/src/branch/reimpl/configs/queryinst

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