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graph support flow.autograd.grad #9136

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@hjchen2 hjchen2 commented Sep 23, 2022

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@hjchen2 hjchen2 enabled auto-merge (squash) September 23, 2022 06:28
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Speed stats:

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CI failed when running job: cpu-module. PR label automerge has been removed

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Speed stats:

@hjchen2 hjchen2 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot September 23, 2022 09:07
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CI failed when running job: cpu-module. PR label automerge has been removed

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Speed stats:

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Speed stats: 
GPU Name: GeForce GTX 1080 









❌ OneFlow resnet50 time: 140.1ms (= 14012.2ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 160.6ms (= 16060.0ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.15 (= 160.6ms / 140.1ms)

OneFlow resnet50 time: 85.2ms (= 8524.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 102.2ms (= 10217.8ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.20 (= 102.2ms / 85.2ms)

OneFlow resnet50 time: 58.2ms (= 11633.0ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 78.0ms (= 15606.0ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.34 (= 78.0ms / 58.2ms)

OneFlow resnet50 time: 45.0ms (= 8998.3ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 78.9ms (= 15776.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.75 (= 78.9ms / 45.0ms)

OneFlow resnet50 time: 40.7ms (= 8147.7ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 65.7ms (= 13149.5ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.61 (= 65.7ms / 40.7ms)

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View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/9136/

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CI failed when running job: cuda-module. PR label automerge has been removed

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github-actions bot commented Feb 1, 2023

Speed stats: 
GPU Name: GeForce GTX 1080 









❌ OneFlow resnet50 time: 140.2ms (= 14023.1ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 164.2ms (= 16424.6ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.17 (= 164.2ms / 140.2ms)

OneFlow resnet50 time: 86.9ms (= 8694.0ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 104.6ms (= 10460.7ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.20 (= 104.6ms / 86.9ms)

OneFlow resnet50 time: 59.0ms (= 11794.0ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 79.7ms (= 15938.9ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.35 (= 79.7ms / 59.0ms)

OneFlow resnet50 time: 45.8ms (= 9163.1ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 65.4ms (= 13074.0ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.43 (= 65.4ms / 45.8ms)

OneFlow resnet50 time: 40.9ms (= 8177.6ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 70.8ms (= 14158.4ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.73 (= 70.8ms / 40.9ms)

auto-merge was automatically disabled February 10, 2023 02:49

Merge queue setting changed

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@wyg1997 wyg1997 wyg1997 approved these changes

@BBuf BBuf BBuf approved these changes

@Flowingsun007 Flowingsun007 Flowingsun007 approved these changes

@daquexian daquexian Awaiting requested review from daquexian

@jackalcooper jackalcooper Awaiting requested review from jackalcooper

@oneflow-ci-bot oneflow-ci-bot Awaiting requested review from oneflow-ci-bot

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@hjchen2 @Flowingsun007 @BBuf @wyg1997