Updates

Power Up Your AI Workflows: PyTorch 25 Delivers Enhanced Support for Intel GPUs

Copyright & Fact Checker 17 October 2024

Exciting news for AI developers! PyTorch 2.5, a recent release co-developed with Intel, brings expanded support for a wider range of Intel GPUs. This opens doors for accelerated machine learning workflows within the PyTorch ecosystem, offering a consistent and supportive experience for developers.

Unlocking AI Potential on Diverse Intel Hardware

The good news extends to various Intel platforms:

Intel® Arc™ Discrete Graphics: Unleash the power of dedicated graphics cards for demanding AI tasks.
Intel® Core™ Ultra Processors with Built-in Intel® Arc™ Graphics: Leverage integrated graphics for on-the-go AI development and experimentation.
Intel® Data Center GPU Max Series (on Intel® Tiber™ AI Cloud): Supercharge your AI workloads with high-performance data center GPUs (available on specific platforms).

Boosting Performance with Advanced Features:

PyTorch 2.5 introduces several enhancements to empower your AI development:

Expanded Hardware Support: The PyTorch hardware backend now officially welcomes both Intel Data Center and Client GPUs.
Enhanced Eager Mode Performance: SYCL kernels improve the execution of core PyTorch operations (Aten operators) on Intel GPUs, leading to faster AI workflows.
Optimized Inference and Training: The Intel GPU backend within `torch.compile` is refined for superior performance during training and inference across various deep learning tasks.

Beyond GPUs: Optimizations for Intel CPUs

PyTorch 2.5 also offers improvements for the latest Intel data center CPUs:

Enhanced FP16 Datatype Support: Leveraging Intel® Advanced Matrix Extensions, the FP16 data type is optimized for both eager mode and TorchInductor, leading to faster inference on platforms like Intel® Xeon® 6 processors.
TorchInductor on Windows: The TorchInductor C++ backend now extends to Windows environments, providing a smoother user experience for AI developers on Windows machines.

Ready to Accelerate Your AI Journey?

With PyTorch 2.5, Intel and the PyTorch community empower you to unlock the full potential of your Intel hardware for faster, more efficient AI development. Whether you’re using a cutting-edge data center GPU or a versatile Intel Core Ultra processor, PyTorch 2.5 equips you with the tools to streamline your AI workflows and push the boundaries of innovation.

Sources: Internet Archive, Techcommunity.microsoft.com, Undercode Ai & Community, Wikipedia, Digital Marketing Gurus
Image Source: OpenAI, Undercode AI DI v2Featured Image