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DwRolin avatar DwRolin commented on May 27, 2024

The following is the training log for the backbone fpn.
resnet_fpn_train_612x612_sgd_lr1e-2_wd5e-4_bs_12_epoch484_2022-05-05-16-57_train.log

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hmchuong avatar hmchuong commented on May 27, 2024

Hi,
Are you working on the DeepGlobe database? Can you check that the CUDNN. ENABLED are the same in both backbone and your refinement training script? and it should be True.

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DwRolin avatar DwRolin commented on May 27, 2024

Thank you for your serious reply!
I set CUDNN.ENABLED to true, then the issue is resolved.
I cloned this code about six months ago, at that time, the CUDNN.ENABLED was set to false.
And I am curious about why the CUDNN.ENABLE is set to false in hrnet_ocr_w18_train_256x128_sgd_lr1e-2_wd5e-4_bs_12_epoch484.yaml, while it is set to true in resnet_fpn_train_612x612_sgd_lr1e-2_wd5e-4_bs_12_epoch484.yaml.

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hmchuong avatar hmchuong commented on May 27, 2024

Hi,

The reason is that the Batchnorm2d behavior depends on CUDNN

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