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View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/8115/
View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/8115/
Speed stats:
GPU Name: NVIDIA GeForce GTX 1080
❌ OneFlow resnet50 time: 129.5ms (= 12948.0ms / 100, input_shape=[16, 3, 224, 224])
PyTorch resnet50 time: 144.0ms (= 14400.3ms / 100, input_shape=[16, 3, 224, 224])
✔️ Relative speed: 1.11 (= 144.0ms / 129.5ms)
OneFlow resnet50 time: 75.9ms (= 7591.1ms / 100, input_shape=[8, 3, 224, 224])
PyTorch resnet50 time: 84.8ms (= 8476.7ms / 100, input_shape=[8, 3, 224, 224])
✔️ Relative speed: 1.12 (= 84.8ms / 75.9ms)
OneFlow resnet50 time: 49.0ms (= 9802.1ms / 200, input_shape=[4, 3, 224, 224])
PyTorch resnet50 time: 61.7ms (= 12340.2ms / 200, input_shape=[4, 3, 224, 224])
✔️ Relative speed: 1.26 (= 61.7ms / 49.0ms)
OneFlow resnet50 time: 37.8ms (= 7565.5ms / 200, input_shape=[2, 3, 224, 224])
PyTorch resnet50 time: 46.6ms (= 9311.2ms / 200, input_shape=[2, 3, 224, 224])
✔️ Relative speed: 1.23 (= 46.6ms / 37.8ms)
OneFlow resnet50 time: 32.2ms (= 6447.1ms / 200, input_shape=[1, 3, 224, 224])
PyTorch resnet50 time: 38.8ms (= 7754.2ms / 200, input_shape=[1, 3, 224, 224])
✔️ Relative speed: 1.20 (= 38.8ms / 32.2ms)
OneFlow swin dataloader time: 0.266s (= 53.288s / 200, num_workers=1)
PyTorch swin dataloader time: 0.152s (= 30.464s / 200, num_workers=1)
Relative speed: 0.572 (= 0.152s / 0.266s)
OneFlow swin dataloader time: 0.075s (= 14.906s / 200, num_workers=4)
PyTorch swin dataloader time: 0.041s (= 8.142s / 200, num_workers=4)
Relative speed: 0.546 (= 0.041s / 0.075s)
OneFlow swin dataloader time: 0.041s (= 8.259s / 200, num_workers=8)
PyTorch swin dataloader time: 0.022s (= 4.415s / 200, num_workers=8)
Relative speed: 0.535 (= 0.022s / 0.041s)
❌ OneFlow resnet50 time: 145.2ms (= 14519.3ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 177.8ms (= 17780.7ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.22 (= 177.8ms / 145.2ms)
OneFlow resnet50 time: 95.5ms (= 9550.4ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 112.9ms (= 11292.7ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.18 (= 112.9ms / 95.5ms)
OneFlow resnet50 time: 68.3ms (= 13665.3ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 98.0ms (= 19607.9ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.43 (= 98.0ms / 68.3ms)
OneFlow resnet50 time: 55.9ms (= 11179.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 73.9ms (= 14770.5ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.32 (= 73.9ms / 55.9ms)
OneFlow resnet50 time: 50.2ms (= 10042.0ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 70.1ms (= 14011.3ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.40 (= 70.1ms / 50.2ms)
CI failed when running job: cpu-misc. PR label automerge has been removed