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eager global maxpool #7683

Merged
merged 20 commits into from
Mar 26, 2022
Merged

eager global maxpool #7683

merged 20 commits into from
Mar 26, 2022

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liufengwei0103
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@liufengwei0103 liufengwei0103 requested a review from BBuf as a code owner March 7, 2022 09:41
@liufengwei0103 liufengwei0103 removed the request for review from BBuf March 8, 2022 01:54
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CI failed when running job: cuda-module-distributed-rank-1. PR label automerge has been removed

@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot March 11, 2022 03:05
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CI failed when running job: cuda-module-distributed-rank-0. PR label automerge has been removed

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CI failed when running job: cuda-module-distributed-rank-1. PR label automerge has been removed

@liufengwei0103 liufengwei0103 removed the request for review from oneflow-ci-bot March 19, 2022 14:21
@liufengwei0103 liufengwei0103 enabled auto-merge (squash) March 19, 2022 14:23
@liufengwei0103 liufengwei0103 removed the request for review from oneflow-ci-bot March 24, 2022 09:56
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CI failed when running job: Build cu102. PR label automerge has been removed

@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot March 25, 2022 06:12
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CI failed when running job: Build cu102_xla. PR label automerge has been removed

@liufengwei0103 liufengwei0103 requested review from oneflow-ci-bot and removed request for oneflow-ci-bot March 25, 2022 14:00
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Speed stats:
GPU Name: GeForce GTX 1080 

✔️ OneFlow resnet50 time: 128.2ms (= 12819.7ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 139.5ms (= 13953.9ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.09 (= 139.5ms / 128.2ms)

✔️ OneFlow resnet50 time: 76.5ms (= 7650.8ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 84.4ms (= 8438.0ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.10 (= 84.4ms / 76.5ms)

OneFlow resnet50 time: 51.8ms (= 10355.9ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 53.7ms (= 10739.6ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.04 (= 53.7ms / 51.8ms)

OneFlow resnet50 time: 40.0ms (= 8004.5ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 43.7ms (= 8743.2ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.09 (= 43.7ms / 40.0ms)

OneFlow resnet50 time: 36.5ms (= 7308.3ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 44.1ms (= 8825.3ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 1.21 (= 44.1ms / 36.5ms)

md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
build_dataset >>>>>> ImageFolder
build_dataset >>>>>> ImageFolder
✔️ Relative speed: 1.02 (= 50.0s / 50.9s)

md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
build_dataset >>>>>> ImageFolder
build_dataset >>>>>> ImageFolder
✔️ Relative speed: 1.09 (= 13.5s / 14.7s)

md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
md5 /home/ci-user/ci-cache/test_cache/onerec_test/nanodataset.zip 7f5cde8b5a6c411107517ac9b00f29db
build_dataset >>>>>> ImageFolder
build_dataset >>>>>> ImageFolder
✔️ Relative speed: 0.95 (= 7.6s / 7.2s)

✔️ OneFlow resnet50 time: 135.4ms (= 13544.0ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 155.0ms (= 15502.0ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.14 (= 155.0ms / 135.4ms)

OneFlow resnet50 time: 88.7ms (= 8866.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 100.1ms (= 10013.1ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.13 (= 100.1ms / 88.7ms)

OneFlow resnet50 time: 61.1ms (= 12218.6ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 76.6ms (= 15327.1ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.25 (= 76.6ms / 61.1ms)

OneFlow resnet50 time: 53.8ms (= 10755.2ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 66.8ms (= 13352.7ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.24 (= 66.8ms / 53.8ms)

OneFlow resnet50 time: 52.6ms (= 10527.4ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 63.3ms (= 12665.7ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.20 (= 63.3ms / 52.6ms)

@liufengwei0103 liufengwei0103 merged commit 9deef79 into master Mar 26, 2022
@liufengwei0103 liufengwei0103 deleted the eager_global_maxpool branch March 26, 2022 00:46
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3 participants