try on pdll.

[JasonChen9]

some erros:

1. mlir-pdll -h error
2. cmake circular dependency.
3. error: ‘parseSourceString’ is not a member of ‘mlir’.

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[github-actions[bot]]

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Speed stats:

GPU Name: GeForce GTX 1080 









❌ OneFlow resnet50 time: 139.9ms (= 13994.2ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 162.8ms (= 16284.0ms / 100, input_shape=[16, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.16 (= 162.8ms / 139.9ms)

OneFlow resnet50 time: 85.6ms (= 8561.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 102.5ms (= 10253.3ms / 100, input_shape=[8, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.20 (= 102.5ms / 85.6ms)

OneFlow resnet50 time: 57.7ms (= 11543.6ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 79.1ms (= 15822.6ms / 200, input_shape=[4, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.37 (= 79.1ms / 57.7ms)

OneFlow resnet50 time: 44.7ms (= 8948.1ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 69.3ms (= 13869.7ms / 200, input_shape=[2, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.55 (= 69.3ms / 44.7ms)

OneFlow resnet50 time: 40.2ms (= 8049.5ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
PyTorch resnet50 time: 68.2ms (= 13644.6ms / 200, input_shape=[1, 3, 224, 224], ddp, world size=2)
✔️ Relative speed: 1.70 (= 68.2ms / 40.2ms)

[github-actions[bot]]

View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/9406/

[github-actions[bot]]

View latest API docs preview at: https://staging.oneflow.info/docs/Oneflow-Inc/oneflow/pr/9406/