Dev eye

[tangnana925]

flow.eye

[github-actions]

Speed stats:

GPU Name: GeForce GTX 1080 

PyTorch resnet50 time: 139.4ms (= 6971.1ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 127.0ms (= 6348.0ms / 50, input_shape=[16, 3, 224, 224], backward is enabled)
Relative speed: 1.10 (= 139.4ms / 127.0ms)

PyTorch resnet50 time: 85.4ms (= 4270.9ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 74.2ms (= 3711.3ms / 50, input_shape=[8, 3, 224, 224], backward is enabled)
Relative speed: 1.15 (= 85.4ms / 74.2ms)

PyTorch resnet50 time: 58.2ms (= 2909.2ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 47.6ms (= 2378.3ms / 50, input_shape=[4, 3, 224, 224], backward is enabled)
Relative speed: 1.22 (= 58.2ms / 47.6ms)

PyTorch resnet50 time: 47.3ms (= 2367.3ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 48.8ms (= 2442.5ms / 50, input_shape=[2, 3, 224, 224], backward is enabled)
Relative speed: 0.97 (= 47.3ms / 48.8ms)

PyTorch resnet50 time: 44.0ms (= 2200.1ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
OneFlow resnet50 time: 49.0ms (= 2448.6ms / 50, input_shape=[1, 3, 224, 224], backward is enabled)
Relative speed: 0.90 (= 44.0ms / 49.0ms)