PyTorch

@PyTorch

Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation

已收录 16 条帖子
  1. #1

    Replacing CUDA with FBTriton for Table Batched Embedding (TBE) kernels delivered massive gains for our rec sys models. @Meta contributors achieved up to 1.28x faster forward passe…

    PyTorch @PyTorch ·
    Replacing CUDA with FBTriton for Table Batched Embedding (TBE) kernels delivere…
  2. #2

    Think @DeepSpeedAI is only good for ZeRO and its usability, not training throughput? At #PyTorchCon North America 2026, Masahiro Tanaka will cover tensor, sequence, and expert par…

    PyTorch @PyTorch ·
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  3. #3

    October 19: @RedHat, @NVIDIA AI, and @IBM are hosting “PyTorch, Powering the Enterprise,” a #PyTorchCon North America Day 0 event. The in-person event will explore PyTorch and the…

    PyTorch @PyTorch ·
    October 19: @RedHat, @NVIDIA AI, and @IBM are hosting “PyTorch, Powering the En…
  4. #4

    From torch.profiler to Hardware Cycles: A Practical Profiling Playbook AWS Trainium: designed from the ground up for next generation AI training and inference is now a standard Py…

    PyTorch @PyTorch ·
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  5. #5

    The #OpenSourceAIWeek lineup is loading. Is your event on it? ⏳ Join the Bay Area celebration, October 16-25, with flagship events #PyTorchCon North America, October 20-21, and #A…

    PyTorch @PyTorch ·
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  6. #6

    Over the last two years, @Meta has consolidated PyTorch's media stack across three libraries: TorchCodec, TorchVision, and TorchAudio. TorchCodec serves as the single home for CPU…

    PyTorch @PyTorch ·
    Over the last two years, @Meta has consolidated PyTorch's media stack across th…
  7. #7

    PyTorch Conference is where the open source Al community gathers to talk about what we are all building together. Priya Nagpurkar, VP of AI Native Systems at @IBMResearch will giv…

    PyTorch @PyTorch ·
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  8. #8

    15 DAYS until the open source AI community takes over San Jose! 🔥 Join 3,500+ attendees for two packed days of PyTorch, vLLM, DeepSpeed, Ray, Helion, Safetensors, and much more. 📅…

    PyTorch @PyTorch ·
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  9. #9

    The PyTorch Accelerator Integration Working Group is working to establish standard hardware enablement mechanisms across the platform to unify cross-backend testing, profiling, co…

    PyTorch @PyTorch ·
    The PyTorch Accelerator Integration Working Group is working to establish stand…
  10. #10

    ERRC: Entropy-Reinvested Residual Correction for Tensor-Parallel LLM Communication PyTorch Foundation Ambassador Abdulsalam Bande will present a poster on ERRC (Entropy-Reinvested…

    PyTorch @PyTorch ·
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  11. #11

    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…

    PyTorch @PyTorch ·
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  12. #12

    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…

    PyTorch @PyTorch ·
    Helion, PyTorch's kernel DSL, is showing what autotuned high-level kernels can…
  13. #13

    NEW! Take the PyTorch Certified Associate (PTCA) Certification Pathway which combines focused learning modules & the PyTorch Certified Associate (PTCA) certification exam toge…

    PyTorch @PyTorch ·
    NEW! Take the PyTorch Certified Associate (PTCA) Certification Pathway which co…
  14. #14

    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…

    PyTorch @PyTorch ·
    New keynote alert! 🎤 Rachad Alao, VP of Engineering at @Cohere, joins #PyTorchC…
  15. #15

    Our latest blog presents work on Jagged Flash Attention (JFA) — the attention kernel behind @Meta's Generative Ads Model (GEM) — on @NVIDIA Blackwell (B200), built with TLX (Trito…

    PyTorch @PyTorch ·
    Our latest blog presents work on Jagged Flash Attention (JFA) — the attention k…
  16. #16

    Want to hear more about new vLLM and SGLang engines built on a new PyTorch-native TPU backend, TorchTPU? Find Qi Zhou of @Google, Colin Taylor and Angela Yi of @Meta at PyTorch Co…

    PyTorch @PyTorch ·
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