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re: transfer oneflow_compile from onediff to oneflow #10408

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merged 20 commits into from
Jan 18, 2024
Merged

re: transfer oneflow_compile from onediff to oneflow #10408

merged 20 commits into from
Jan 18, 2024

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linzs148
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resubmit for PR #10404

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mergify bot commented Jan 18, 2024

⚠️ The sha of the head commit of this PR conflicts with #10404. Mergify cannot evaluate rules on this PR. ⚠️

@wyg1997 wyg1997 mentioned this pull request Jan 18, 2024
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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10408/

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

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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10408/

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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10408/

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

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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10408/

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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10408/

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Speed stats: 
GPU Name: NVIDIA GeForce RTX 3080 Ti 

❌ OneFlow resnet50 time: 43.7ms (= 4374.7ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 57.5ms (= 5747.4ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.31 (= 57.5ms / 43.7ms)

OneFlow resnet50 time: 26.1ms (= 2610.4ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 37.8ms (= 3778.0ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.45 (= 37.8ms / 26.1ms)

OneFlow resnet50 time: 17.7ms (= 3538.6ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 34.7ms (= 6944.8ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.96 (= 34.7ms / 17.7ms)

OneFlow resnet50 time: 16.8ms (= 3351.0ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 34.7ms (= 6943.3ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 2.07 (= 34.7ms / 16.8ms)

OneFlow resnet50 time: 17.3ms (= 3450.5ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 28.8ms (= 5768.9ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 1.67 (= 28.8ms / 17.3ms)

OneFlow swin dataloader time: 0.201s (= 40.141s / 200, num_workers=1)
PyTorch swin dataloader time: 0.127s (= 25.342s / 200, num_workers=1)
Relative speed: 0.631 (= 0.127s / 0.201s)

OneFlow swin dataloader time: 0.057s (= 11.492s / 200, num_workers=4)
PyTorch swin dataloader time: 0.032s (= 6.422s / 200, num_workers=4)
Relative speed: 0.559 (= 0.032s / 0.057s)

OneFlow swin dataloader time: 0.030s (= 6.076s / 200, num_workers=8)
PyTorch swin dataloader time: 0.017s (= 3.316s / 200, num_workers=8)
Relative speed: 0.546 (= 0.017s / 0.030s)

❌ OneFlow resnet50 time: 48.8ms (= 4883.5ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 65.7ms (= 6565.4ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.34 (= 65.7ms / 48.8ms)

OneFlow resnet50 time: 36.9ms (= 3694.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 46.1ms (= 4607.9ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.25 (= 46.1ms / 36.9ms)

OneFlow resnet50 time: 28.2ms (= 5630.1ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 40.0ms (= 8001.8ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.42 (= 40.0ms / 28.2ms)

OneFlow resnet50 time: 25.1ms (= 5016.8ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 38.8ms (= 7752.6ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.55 (= 38.8ms / 25.1ms)

OneFlow resnet50 time: 24.1ms (= 4825.5ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 36.5ms (= 7298.5ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.51 (= 36.5ms / 24.1ms)

@linzs148 linzs148 merged commit 2e331e1 into master Jan 18, 2024
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@linzs148 linzs148 deleted the feat/transfer_oneflow_compile branch January 18, 2024 16:32
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@wyg1997 wyg1997 wyg1997 approved these changes

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

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