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Refactor consistent infer result #5790

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merged 7 commits into from
Aug 7, 2021

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lixinqi
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@lixinqi lixinqi commented Aug 7, 2021

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@oneflow-ci-bot oneflow-ci-bot requested review from oneflow-ci-bot and removed request for oneflow-ci-bot August 7, 2021 16:24
@oneflow-ci-bot oneflow-ci-bot requested review from oneflow-ci-bot and removed request for oneflow-ci-bot August 7, 2021 19:08
@oneflow-ci-bot oneflow-ci-bot requested review from oneflow-ci-bot and removed request for oneflow-ci-bot August 7, 2021 20:34
@oneflow-ci-bot oneflow-ci-bot requested review from oneflow-ci-bot and removed request for oneflow-ci-bot August 7, 2021 22:00
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github-actions bot commented Aug 7, 2021

Speed stats:
GPU Name: GeForce GTX 1080 

PyTorch resnet50 time: 139.9ms (= 6995.4ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 127.8ms (= 6390.9ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
Relative speed: 1.09 (= 139.9ms / 127.8ms)

PyTorch resnet50 time: 83.2ms (= 4159.9ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 74.3ms (= 3713.4ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
Relative speed: 1.12 (= 83.2ms / 74.3ms)

PyTorch resnet50 time: 57.3ms (= 2866.3ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 47.7ms (= 2386.7ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
Relative speed: 1.20 (= 57.3ms / 47.7ms)

PyTorch resnet50 time: 49.9ms (= 2497.1ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 41.0ms (= 2047.6ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
Relative speed: 1.22 (= 49.9ms / 41.0ms)

PyTorch resnet50 time: 42.7ms (= 2133.9ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 41.5ms (= 2073.9ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
Relative speed: 1.03 (= 42.7ms / 41.5ms)

@oneflow-ci-bot oneflow-ci-bot merged commit e0c1d07 into master Aug 7, 2021
@oneflow-ci-bot oneflow-ci-bot deleted the refactor_consistent_infer_result branch August 7, 2021 23:57
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3 participants