OneFlow-MLU is an OneFlow extension that enables oneflow to run on the Cambricon MLU chips. Currently it only supports the MLU 370 series.
TODO
- install cmake
- install Cambricon MLU driver (https://sdk.cambricon.com/download?sdk_version=V1.11.0&component_name=Driver )，CNToolKit，CNNL and CNCL (https://sdk.cambricon.com/download?sdk_version=V1.11.0&component_name=Basis ).
- build oneflow with cpu only from source and install it
git clone https://github.com/Oneflow-Inc/oneflow-mluInside OneFlow-MLU source directory, then run the following command to build and install oneflow_mlu,
python3 setup.py install# python3
>>> import oneflow as flow
>>> import oneflow_mlu
>>>
>>> m = flow.nn.Linear(3, 4).to("mlu")
>>> x = flow.randn(4, 3, device="mlu")
>>> y = m(x)
>>> print(y)
tensor([[ 0.4239, -0.4689, -0.1660, 0.0718],
[ 0.5413, 1.9006, 2.0763, 0.8693],
[ 0.4226, -0.0207, 0.1006, 0.2234],
[ 0.4054, -0.2816, -0.4405, 0.1099]], device='mlu:0', dtype=oneflow.float32, grad_fn=<broadcast_addBackward>)