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PaddlePaddle
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PaddleSeg
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PaddleSeg/tests/benchmark
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[Enhancement] Update user api and docs with tools/xxx (#2603) 		1 year ago
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configs [Enhancement] refactor benchmark and user api (#2594) 1 year ago
README.md [Enhancement] refactor benchmark and user api (#2594) 1 year ago
README_CN.md [Enhancement] refactor benchmark and user api (#2594) 1 year ago
deeplabv3p.yml [Enhancement] refactor benchmark and user api (#2594) 1 year ago
hrnet.yml [Enhancement] refactor benchmark and user api (#2594) 1 year ago
hrnet48.yml [Enhancement] refactor benchmark and user api (#2594) 1 year ago
run_all.sh [Enhancement] refactor benchmark and user api (#2594) 1 year ago
run_benchmark.sh [Enhancement] Update user api and docs with tools/xxx (#2603) 1 year ago
run_fp16.sh [Enhancement] refactor benchmark and user api (#2594) 1 year ago
run_fp32.sh [Enhancement] refactor benchmark and user api (#2594) 1 year ago

README.md

English | 简体中文

Benchmark Introduction

PaddleSeg/tests/benchmark is used for monitoring the speed of model training.

The content is as follow:

├── README.md  
├── configs  
│   ├── cityscapes_30imgs.yml  
│   ├── fastscnn.yml  
│   ├── ocrnet_hrnetw48.yml  
│   └── segformer_b0.yml  
├── deeplabv3p.yml  
├── hrnet.yml  
├── hrnet48.yml  
├── run_all.sh  
├── run_benchmark.sh  
├── run_fp16.sh  
└── run_fp32.sh

Environment

Use Docker to configure the environment.

  • docker image: paddlepaddle/paddle:latest-gpu-cuda10.1-cudnn7
  • CUDA 10.1 + cudnn7
  • paddle=2.1.2
  • py=37

Test

Training Test

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

How to Open Profiling

Add the following parameter when training.
--profiler_options="batch_range=[50, 60]; profile_path=model.profile

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飞桨高性能图像分割开发套件，端到端完成从训练到部署的全流程图像分割应用。

https://github.com/PaddlePaddle/PaddleSeg

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