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enlarge tolerance of dataloader test #5689

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merged 2 commits into from
Aug 2, 2021

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MARD1NO
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@MARD1NO MARD1NO commented Aug 2, 2021

增大dataloader单测的tolerance

@oneflow-ci-bot oneflow-ci-bot removed their request for review August 2, 2021 02:41
@oneflow-ci-bot oneflow-ci-bot self-requested a review August 2, 2021 03:30
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github-actions bot commented Aug 2, 2021

Speed stats:
GPU Name: GeForce GTX 1080 

PyTorch resnet50 time: 140.7ms (= 7035.4ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 127.0ms (= 6349.2ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
Relative speed: 1.11 (= 140.7ms / 127.0ms)

PyTorch resnet50 time: 84.3ms (= 4213.5ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 74.1ms (= 3706.0ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
Relative speed: 1.14 (= 84.3ms / 74.1ms)

PyTorch resnet50 time: 58.9ms (= 2944.7ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 49.5ms (= 2476.6ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
Relative speed: 1.19 (= 58.9ms / 49.5ms)

PyTorch resnet50 time: 49.8ms (= 2490.6ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 42.8ms (= 2140.0ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
Relative speed: 1.16 (= 49.8ms / 42.8ms)

PyTorch resnet50 time: 44.4ms (= 2219.3ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 42.2ms (= 2111.6ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
Relative speed: 1.05 (= 44.4ms / 42.2ms)

@oneflow-ci-bot oneflow-ci-bot merged commit a180b70 into master Aug 2, 2021
@oneflow-ci-bot oneflow-ci-bot deleted the enlarge_tolerance_of_dataloader_test branch August 2, 2021 05:16
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3 participants