The Definitive Guide toAI Data Centers
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PyTorch

The dominant open-source machine-learning framework and the one every accelerator vendor's software stack is tuned against first, which is why second-source silicon is judged by its PyTorch support.

Current numbers

DefaultTriton is the default GPU code generator inside torch.compile/TorchInductor (since PyTorch 2.0), now with NVIDIA, AMD and Intel backendsas of 2026 · register ↗

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