ERRC: Entropy-Reinvested Residual Correction for Tensor-Parallel LLM Communication
PyTorch Foundation Ambassador Abdulsalam Bande will present a poster on ERRC (Entropy-Reinvested Residual Correction for Tensor-Parallel LLM Communication) at PyTorch Conference North America
Modern AI workloads rely on a growing range of specialized GPU kernels, and no single kernel generation backend is optimal across every operator.
At #PyTorchCon North America 2026, Liz Li and Jiahui Cao (@AMD) will present “Extending TorchInductor with FlyDSL: A New MLIR-Native
Helion, PyTorch's kernel DSL, is showing what autotuned high-level kernels can do for production inference.
In this post, we integrate Helion into @vllm_project linear backend and show how a single Helion GEMM implementation can cover multiple algorithmic variants — Standard
NEW! Take the PyTorch Certified Associate (PTCA) Certification Pathway which combines focused learning modules & the PyTorch Certified Associate (PTCA) certification exam together in one structured experience. The pathway includes 4 self-paced learning modules plus the PTCA
New keynote alert! 🎤
Rachad Alao, VP of Engineering at @cohere, joins #PyTorchCon North America to explore how open science can help AI foundation models advance with transparency, security, speed, and scale.
📅 October 20-21
📍 San Jose
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