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run_det.sh | 1 year ago |
PaddleOCR/benchmark目录下的文件用于获取并分析训练日志。
训练采用icdar2015数据集,包括1000张训练图像和500张测试图像。模型配置采用resnet18_vd作为backbone,分别训练batch_size=8和batch_size=16的情况。
benchmark/run_det.sh 中包含了三个过程:
在执行训练部分,会执行单机单卡(默认0号卡)单机多卡训练,并分别执行batch_size=8和batch_size=16的情况。所以执行完后,每种模型会得到4个日志文件。
run_det.sh 执行方式如下:
# cd PaddleOCR/
bash benchmark/run_det.sh
以DB为例,将得到四个日志文件,如下:
det_res18_db_v2.0_sp_bs16_fp32_1
det_res18_db_v2.0_sp_bs8_fp32_1
det_res18_db_v2.0_mp_bs16_fp32_1
det_res18_db_v2.0_mp_bs8_fp32_1
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