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Support cuda 12.x #10367

Merged
merged 6 commits into from
Dec 22, 2023
Merged

Support cuda 12.x #10367

merged 6 commits into from
Dec 22, 2023

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mosout
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@mosout mosout commented Dec 5, 2023

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@mosout mosout requested a review from liujuncheng as a code owner December 5, 2023 12:48
@mosout mosout enabled auto-merge (squash) December 5, 2023 12:50
@github-actions github-actions bot removed the automerge label Dec 6, 2023
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github-actions bot commented Dec 6, 2023

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

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github-actions bot commented Dec 6, 2023

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

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github-actions bot commented Dec 6, 2023

View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10367/

@mosout mosout removed the automerge label Dec 7, 2023
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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10367/

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View latest API docs preview at: https://oneflow-staging.oss-cn-beijing.aliyuncs.com/docs/Oneflow-Inc/oneflow/pr/10367/

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Speed stats: 
GPU Name: NVIDIA GeForce RTX 3080 Ti 

❌ OneFlow resnet50 time: 43.7ms (= 4373.5ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 57.5ms (= 5749.3ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.31 (= 57.5ms / 43.7ms)

OneFlow resnet50 time: 26.1ms (= 2606.2ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 37.7ms (= 3766.0ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.44 (= 37.7ms / 26.1ms)

OneFlow resnet50 time: 19.0ms (= 3795.9ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 36.1ms (= 7220.8ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.90 (= 36.1ms / 19.0ms)

OneFlow resnet50 time: 17.6ms (= 3510.8ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 32.2ms (= 6444.6ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.84 (= 32.2ms / 17.6ms)

OneFlow resnet50 time: 16.3ms (= 3254.8ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 29.4ms (= 5883.6ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 1.81 (= 29.4ms / 16.3ms)

OneFlow swin dataloader time: 0.199s (= 39.806s / 200, num_workers=1)
PyTorch swin dataloader time: 0.128s (= 25.559s / 200, num_workers=1)
Relative speed: 0.642 (= 0.128s / 0.199s)

OneFlow swin dataloader time: 0.055s (= 10.925s / 200, num_workers=4)
PyTorch swin dataloader time: 0.032s (= 6.406s / 200, num_workers=4)
Relative speed: 0.586 (= 0.032s / 0.055s)

OneFlow swin dataloader time: 0.031s (= 6.153s / 200, num_workers=8)
PyTorch swin dataloader time: 0.017s (= 3.339s / 200, num_workers=8)
Relative speed: 0.543 (= 0.017s / 0.031s)

❌ OneFlow resnet50 time: 49.0ms (= 4900.9ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 66.2ms (= 6616.1ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.35 (= 66.2ms / 49.0ms)

OneFlow resnet50 time: 37.6ms (= 3761.4ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 47.7ms (= 4767.6ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.27 (= 47.7ms / 37.6ms)

OneFlow resnet50 time: 27.9ms (= 5581.4ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 39.7ms (= 7930.9ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.42 (= 39.7ms / 27.9ms)

OneFlow resnet50 time: 25.1ms (= 5023.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 39.9ms (= 7976.0ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.59 (= 39.9ms / 25.1ms)

OneFlow resnet50 time: 23.5ms (= 4690.1ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 36.1ms (= 7210.4ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.54 (= 36.1ms / 23.5ms)

@mosout mosout merged commit a6feab0 into master Dec 22, 2023
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@mosout mosout deleted the fix_for_cuda12 branch December 22, 2023 02:35
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@jackalcooper jackalcooper jackalcooper approved these changes

@liujuncheng liujuncheng Awaiting requested review from liujuncheng liujuncheng is a code owner

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