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UID:10000172-1781512200-1781526600@pytorch.org
SUMMARY:PLDI 2026
DESCRIPTION:Writing Performance-Portable Kernels Simplified with Helion\nA 4-hour hands-on tutorial at the PLDI 2026 AI Summit \nHelion is PyTorch’s Python-based kernel DSL that compiles to optimized Triton code\, delivering portable performance across NVIDIA\, AMD\, Google TPU\, and Intel – with autotuning that explores thousands of configs per kernel. Attendees will write\, autotune\, and benchmark real Helion kernels live alongside the team. Open-source at github.com/pytorch/helion. \nAgenda: \n\nIntroduction to Helion (15 min)\nAutotuning in Helion (1 hr\, hands-on)\nCompiler Architecture & TorchInductor integration (45 min)\nDistributed support – compute/comm fused kernels (45 min)\nKernel benchmarking – incl. attention kernels (1 hr 15\, hands-on)
URL:https://pytorch.org/event/pldi-2026/
LOCATION:the Limelight Boulder
CATEGORIES:Community-hosted
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