未验证 提交 6d626fa7 编写于 作者: W wangna11BD 提交者: GitHub

add BasicVSR Benchmark (#440)

* add Benchmark

* add BasicVSR Benchmark
上级 9ecba77b
# PaddGAN模型性能复现
## 目录
```
├── README.md # 说明文档
├── benchmark.yaml # 配置文件,设置测试模型及模型参数
├── run_all.sh # 执行入口,测试并获取所有生成对抗模型的训练性能
└── run_benchmark.sh # 执行实体,测试单个分割模型的训练性能
```
## 环境介绍
### 物理机环境
- 单机(单卡、8卡)
- 系统:CentOS release 7.5 (Final)
- GPU:Tesla V100-SXM2-32GB * 8
- CPU:Intel(R) Xeon(R) Gold 6271C CPU @ 2.60GHz * 80
- CUDA、cudnn Version: cuda10.2-cudnn7
#### 备注
BasicVSR模型因竞品torch模型只能测4卡,故这里也测4卡。
### Docker 镜像
- **镜像版本**: `registry.baidubce.com/paddlepaddle/paddle:2.1.2-gpu-cuda10.2-cudnn7`
- **paddle 版本**: `2.1.2`
- **CUDA 版本**: `10.2`
- **cuDnn 版本**: `7`
## 测试步骤
```bash
bash benchmark/run_all.sh
```
## 输出
执行完成后,在PaddleGAN目录会产出模型训练性能数据的文件,比如`esrgan_mp_bs32_fp32_8`等文件。
......@@ -23,9 +23,17 @@ esrgan:
log_interval: 10
edvr:
dataset_web: https://paddlegan.bj.bcebos.com/datasets/REDS.tar
dataset: data/REDS
config: configs/edvr_m_wo_tsa.yaml
fp_item: fp32
bs_item: 4 64
total_iters: 300
log_interval: 10
basicvsr:
dataset: data/REDS
config: configs/basicvsr_reds.yaml
fp_item: fp32
bs_item: 2 4
total_iters: 300
log_interval: 10
......@@ -32,9 +32,14 @@ for model_mode in ${model_mode_list[@]}; do
eval total_iters='$'"${model_mode}_total_iters"
eval epochs='$'"${model_mode}_epochs"
eval dataset_web='$'"${model_mode}_dataset_web"
eval dataset='$'"${model_mode}_dataset"
eval log_interval='$'"${model_mode}_log_interval"
wget ${dataset_web} -O data/${model_mode}.tar
tar -vxf data/${model_mode}.tar -C data/
if [ -n "$dataset" ]; then
cp -r ${dataset} data/
else
wget ${dataset_web} -O data/${model_mode}.tar
tar -vxf data/${model_mode}.tar -C data/
fi
if [ -n "$total_iters" ]; then
mode="total_iters"
max_iter=$total_iters
......@@ -52,7 +57,12 @@ for model_mode in ${model_mode_list[@]}; do
sleep 60
echo "index is speed, 8gpus, run_mode is multi_process, begin, ${model_name}"
run_mode=mp
CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash benchmark/run_benchmark.sh ${run_mode} ${bs_item} ${fp_item} ${mode} ${max_iter} ${model_mode} ${config} ${log_interval}
basicvsr_name=basicvsr
if [ ${model_mode} = ${basicvsr_name} ]; then
CUDA_VISIBLE_DEVICES=0,1,2,3 bash benchmark/run_benchmark.sh ${run_mode} ${bs_item} ${fp_item} ${mode} ${max_iter} ${model_mode} ${config} ${log_interval}
else
CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash benchmark/run_benchmark.sh ${run_mode} ${bs_item} ${fp_item} ${mode} ${max_iter} ${model_mode} ${config} ${log_interval}
fi
sleep 60
done
done
......
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