Name: Intel GPU in Upstream PyTorch: Expanding GPU Choices and Enhancing Backend Flexibility - Eikan Wang, Intel
Start: 2024-09-19T16:05:00-0700
End: 2024-09-19T16:30:00-0700

September 18-19, 2024
San Francisco, California
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Note: The schedule is subject to change.

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Thursday September 19, 2024 4:05pm - 4:30pm PDT

Room B

The integration of Intel GPU support into PyTorch marks a pivotal enhancement for PyTorch device and runtime. We generalized the PyTorch device and runtime to accommodate streaming devices. The generalization not only facilitates the deployment of PyTorch on ubiquitous hardware but also makes the integration of different HW backends easier. In addition, PyTorch with Intel GPU supports various Intel GPUs from the data center to the client. It enriches and democratizes PyTorch HW ecosystem. Particularly in AIPC scenarios where Intel's integrated and discrete GPUs are prevalent, Pytorch with Intel GPU can deliver promising performance and improved OOB experience in the AIPC domain that can extend PyTorch's applicability significantly.

Speakers

Eikan Wang

Software Engineer, Intel

Eikan is a staff engineer from Intel and a DL framework tech lead having full-stack experience in DL, from various AI applications to framework, library, and DL compiler. He is actively optimizing on torch.compile stack for Intel platforms, including optimizing Inductor C++/OpenMP... Read More →

Thursday September 19, 2024 4:05pm - 4:30pm PDT
Room B

Breakout Sessions

Audience Beginner

PyTorch Conference 2024

Eikan Wang

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