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PyTorch Technical Deep DivePyTorch Conference 20252025-10-22
PyTorch reports concrete growth and new tools: over 16,000 research papers and ~14,000 commits last year, 1,000+ contributors and 400,000 new GitHub projects…
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KernelBot: The World's First Competitive GPU Programming PlatformPyTorch Conference 20252025-10-22
KernelBot runs a time‑shared GPU service with a CLI and Discord integration that yields sub-15s feedback (modal hits sub‑10s) and uses PyTorch tensors as the…
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Panel Discussion: The AI Kernel...AI Infra Summit at PyTorch Conference 20252025-10-21
Kernel-level optimization uses LLMs plus tooling like Triton, Thunderkittens and Mojo to generate CUDA/HIP/PTX kernels but many auto‑generated kernels silently…
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Lightning Talk: The Fastest Path to Production: PyTorch Inference in PythonPyTorch Conference 20232023-10-16
Describes a concrete path to run PyTorch in production using torch.compile with new APIs to cache compilation artifacts across devices and python bindings for…
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Keynote: PyTorch 2.1 Technical Deep DivePyTorch Conference 20232023-10-16
PyTorch 2.1 shows concrete gains: torch.compile reaches broad adoption and reduces graph breaks to boost single‑GPU training 1.8x training on 180+ models and…
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