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add tensor log2 api #7906

Merged
merged 32 commits into from
Apr 2, 2022
Merged

add tensor log2 api #7906

merged 32 commits into from
Apr 2, 2022

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simonJJJ
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@simonJJJ simonJJJ requested a review from MARD1NO March 26, 2022 14:51
simonJJJ and others added 2 commits March 28, 2022 12:36
@simonJJJ @BBuf
Update python/oneflow/framework/tensor.py
f97f704 
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
@simonJJJ
add tensor log2 testcase
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@simonJJJ simonJJJ requested a review from oneflow-ci-bot March 28, 2022 05:14
@oneflow-ci-bot oneflow-ci-bot requested review from oneflow-ci-bot and removed request for oneflow-ci-bot March 28, 2022 05:21
mergify bot added 16 commits March 29, 2022 10:22
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Merge branch 'master' into add_tensor_log2_api
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Static analysis with clang failed. PR label automerge has been removed

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Speed stats: 
GPU Name: GeForce GTX 1080 

✔️ OneFlow resnet50 time: 128.3ms (= 12829.6ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 141.1ms (= 14109.9ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.10 (= 141.1ms / 128.3ms)

✔️ OneFlow resnet50 time: 77.9ms (= 7791.3ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 85.4ms (= 8543.4ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.10 (= 85.4ms / 77.9ms)

OneFlow resnet50 time: 52.9ms (= 10574.9ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 55.3ms (= 11065.7ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.05 (= 55.3ms / 52.9ms)

OneFlow resnet50 time: 44.0ms (= 8790.3ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 48.3ms (= 9653.8ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.10 (= 48.3ms / 44.0ms)

OneFlow resnet50 time: 37.5ms (= 7506.5ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 40.2ms (= 8032.3ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 1.07 (= 40.2ms / 37.5ms)

OneFlow swin dataloader time: 0.259s (= 51.884s / 200, num_workers=1)
PyTorch swin dataloader time: 0.252s (= 50.377s / 200, num_workers=1)
✔️ Relative speed: 0.971 (= 0.252s / 0.259s)

OneFlow swin dataloader time: 0.069s (= 13.785s / 200, num_workers=4)
PyTorch swin dataloader time: 0.065s (= 12.996s / 200, num_workers=4)
✔️ Relative speed: 0.943 (= 0.065s / 0.069s)

OneFlow swin dataloader time: 0.037s (= 7.447s / 200, num_workers=8)
PyTorch swin dataloader time: 0.037s (= 7.319s / 200, num_workers=8)
✔️ Relative speed: 0.983 (= 0.037s / 0.037s)

✔️ OneFlow resnet50 time: 135.5ms (= 13552.9ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 160.5ms (= 16047.7ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.18 (= 160.5ms / 135.5ms)

OneFlow resnet50 time: 87.3ms (= 8728.1ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 101.1ms (= 10108.2ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.16 (= 101.1ms / 87.3ms)

OneFlow resnet50 time: 61.5ms (= 12307.5ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 87.5ms (= 17491.4ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.42 (= 87.5ms / 61.5ms)

OneFlow resnet50 time: 53.3ms (= 10669.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 66.3ms (= 13267.9ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.24 (= 66.3ms / 53.3ms)

OneFlow resnet50 time: 49.5ms (= 9895.8ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 71.4ms (= 14277.4ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.44 (= 71.4ms / 49.5ms)

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View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/7906/

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github-actions bot commented Apr 1, 2022

Static analysis with clang failed. PR label automerge has been removed

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github-actions bot commented Apr 2, 2022

View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/7906/

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github-actions bot commented Apr 2, 2022

Speed stats: 
GPU Name: GeForce GTX 1080 

✔️ OneFlow resnet50 time: 128.4ms (= 12842.4ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 141.3ms (= 14130.6ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.10 (= 141.3ms / 128.4ms)

✔️ OneFlow resnet50 time: 78.1ms (= 7814.8ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 82.1ms (= 8207.7ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.05 (= 82.1ms / 78.1ms)

OneFlow resnet50 time: 53.2ms (= 10638.4ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 59.4ms (= 11873.0ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.12 (= 59.4ms / 53.2ms)

OneFlow resnet50 time: 42.3ms (= 8452.1ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 49.3ms (= 9861.3ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.17 (= 49.3ms / 42.3ms)

OneFlow resnet50 time: 39.5ms (= 7899.8ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 39.1ms (= 7822.7ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 0.99 (= 39.1ms / 39.5ms)

OneFlow swin dataloader time: 0.247s (= 49.472s / 200, num_workers=1)
PyTorch swin dataloader time: 0.249s (= 49.802s / 200, num_workers=1)
✔️ Relative speed: 1.007 (= 0.249s / 0.247s)

OneFlow swin dataloader time: 0.065s (= 12.908s / 200, num_workers=4)
PyTorch swin dataloader time: 0.071s (= 14.234s / 200, num_workers=4)
✔️ Relative speed: 1.103 (= 0.071s / 0.065s)

OneFlow swin dataloader time: 0.037s (= 7.394s / 200, num_workers=8)
PyTorch swin dataloader time: 0.039s (= 7.755s / 200, num_workers=8)
✔️ Relative speed: 1.049 (= 0.039s / 0.037s)

✔️ OneFlow resnet50 time: 135.6ms (= 13562.7ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 156.9ms (= 15689.8ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.16 (= 156.9ms / 135.6ms)

OneFlow resnet50 time: 89.7ms (= 8971.7ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 101.5ms (= 10153.1ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.13 (= 101.5ms / 89.7ms)

OneFlow resnet50 time: 61.1ms (= 12215.1ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 86.1ms (= 17221.2ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.41 (= 86.1ms / 61.1ms)

OneFlow resnet50 time: 52.3ms (= 10454.8ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 77.1ms (= 15413.9ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.47 (= 77.1ms / 52.3ms)

OneFlow resnet50 time: 48.2ms (= 9639.9ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 61.6ms (= 12325.1ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.28 (= 61.6ms / 48.2ms)

@mergify mergify bot merged commit f52ad66 into master Apr 2, 2022
@mergify mergify bot deleted the add_tensor_log2_api branch April 2, 2022 00:37
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@BBuf BBuf BBuf approved these changes

@MARD1NO MARD1NO MARD1NO 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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@simonJJJ @BBuf @MARD1NO