AMD continues to collaborate with the PyTorch Foundation to bring the power of PyTorch to AMD Instinct™ GPUs and accelerators. See the latest AMD post on "Experience the power of PyTorch 2.0 on AMD Solutions" on PyTorch.org which discuss how this partnership enables developers to harness the full potential of PyTorch's capabilities for machine learning, deep learning, and artificial intelligence on AMD's high-performance accelerated platforms. It also includes information about how to get started with PyTorch on AMD Instinct GPUs and accelerators and provides examples of how PyTorch can be used to accelerate deep learning workflows on these platforms.
Overall, the post highlights the benefits of using PyTorch 2.0 with AMD Instinct accelerators providing broadened support for ML developers by increasing performance while maintaining a simple, Pythonic interface. This advancement is made possible largely by the AMD continued support for these new technologies like the TorchInductor infrastructure introduced with the release of Pytorch 2.0. allowing for accelerated and efficient AI development.
To learn more on the AMD Founding Member participation in the PyTorch Foundation and on ROCm™ support for PyTorch, see our earlier post on "Democratizing AI with PyTorch Foundation and ROCm™ support for PyTorch"
Making the ROCm platform even easier to adopt
For ROCm users and developers, AMD is continually looking for ways to make ROCm easier to use, easier to deploy on systems and to provide learning tools and technical documents to support those efforts.
Helpful Resources:
- The ROCm web pages provide an overview of the platform and what it includes, along with markets and workloads it supports.
- ROCm Information Portal is a portal for users and developers that posts the latest versions of ROCm along with API and support documentation. This portal also now hosts the ROCm Learning Center to help introduce the ROCm platform to new users, as well as to provide existing users with curated videos, webinars, labs, and tutorials to help in developing and deploying systems on the platform.
- AMD Infinity Hub gives you details on ROCm supported HPC applications and ML frameworks, and how to get the latest versions. You can also access the ROCm Application Catalog, which includes an up-to-date listing of ROCm enabled applications.
- Finally, learn more about our AMD Instinct MI200 Series of accelerators and partner server solutions in our AMD Instinct Server Solutions Catalog.
Guy Ludden is Sr. Product Marketing Mgr. for AMD. His postings are his own opinions and may not represent AMD’s positions, strategies or opinions. Links to third party sites are provided for convenience and unless explicitly stated, AMD is not responsible for the contents of such linked sites and no endorsement is implied.
