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Artificial Intelligence Cloud & Infrastructure Compute & AI Infrastructure Open Models Inference & APIsActive dossier

TorchNeuron makes AWS Trainium a native PyTorch device — with substantial beta operator gaps

TorchNeuron changes the software portability equation for Trainium, making it easier to test non-NVIDIA AI accelerators without rewriting the model stack. Beta gaps still demand model-by-model verification.

Published 27 Oct 2026Updated 27 Oct 20265 min read

Artificial Intelligence Web Development Cloud & Infrastructure Compute & AI Infrastructure Open Models Developer ToolsActive dossier

PyTorch 2.15 release candidate brings FP8 and major Metal fixes to local AI on Macs

The PyTorch 2.15 RC changes what Apple-silicon developers can run locally: FP8, faster MPS decoding, new GPU operators and a video VAE memory fix. The reported 5–6.5x gain is not universal.

Published 26 Oct 2026Updated 26 Oct 20266 min read

Search results for “torch-neuronx”

TorchNeuron makes AWS Trainium a native PyTorch device — with substantial beta operator gaps

PyTorch 2.15 release candidate brings FP8 and major Metal fixes to local AI on Macs