Discussions

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  Best practices for fp32 / tf32 precision matmul

  georg-bn asked Feb 24, 2026 in Q&A · Unanswered

  

  

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  Failed to run bench_mlp.py with mainline

  xd-nv started Feb 10, 2026 in General

  

  

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  Confused about benchmark claim for softmax comparison vs PyTorch

  Sanjan611 started Feb 9, 2026 in General

  

  

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  Since FP8 is not implemented in LLVM, how is the FP8 data type propagated through the pipeline of ttir -> ttgir -> llir -> ptx?

  1801ZDL asked Dec 19, 2025 in Q&A · Unanswered

  

  

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  Cluster-scoped collectives?

  nhukc asked Jan 7, 2026 in Q&A · Unanswered

  

  

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  Code Editor for CUDA, Triton, TileLang & CUTE

  jaberjaber23 started Dec 8, 2025 in Show and tell

  

  

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  Fail to build release/2.3.x on Jetson AGX Orin 64GB

  cyu021 started Aug 17, 2024 in General

  

  

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  🚀 Announcing Triton 3.2.0 Windows-Native Build – Fully MSVC & NVIDIA Optimized! 🎉

  leomaxwell973 started Mar 18, 2025 in Show and tell

  

  

  

  

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  Why would type annotation affect the performance of matmul kernel?

  Fr4nk1inCs asked Oct 16, 2025 in Q&A · Unanswered

  

  

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  Does Triton have a None Type variable?

  priyammaz started Oct 10, 2025 in General

  

  

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  Does Triton support tcgen05.mma for i8 dtype?

  mirzadeh asked Sep 28, 2025 in Q&A · Unanswered

  

  

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  How to optimize an existing Triton Kernel to make it faster?

  VachanVY asked Sep 23, 2025 in Q&A · Unanswered

  

  

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  Inline warp shuffle intrinsics

  skrider started Aug 27, 2025 in General

  

  

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  Super-Grouping code Question

  zh-plus asked Jan 25, 2024 in Q&A · Unanswered

  

  

  

  

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  Why does num_warps affect numerical precision?

  yaozhenghangma asked Aug 3, 2025 in Q&A · Unanswered

  

  

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  how to install triton_kernsl and run bench_mlp>

  mindtoken started Jul 31, 2025 in General

  

  

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  How does the order parameter in make_block_ptr work?

  Ghjk94522 asked Jul 30, 2025 in Q&A · Unanswered

  

  

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  Installation Guide References triton/python, but setup.py & pyproject.toml Are at Project Root

  BuchaCero asked Jul 16, 2025 in Q&A · Unanswered

  

  

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  Why using tl.multiple_of(a_ptr, [16, 16]) makes it very fast?

  foreverpiano asked Mar 14, 2025 in Q&A · Unanswered

  

  

  

  

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  Can someone please help me debug this code

  conquerer-wo asked Jul 28, 2025 in Q&A · Unanswered

  

  

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  Mask parameter for atomic_cas()

  rRajeev1755 asked Jul 1, 2025 in Q&A · Unanswered

  

  

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  Cannot run the tutorial example "06-fused-attention.py"

  rozyangno asked Feb 4, 2025 in Q&A · Unanswered

  

  

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  Confusion of arange, multiple_of, max_contiguous

  sgjeon194 asked Feb 17, 2025 in Q&A · Unanswered

  

  

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  How does triton reason about whether to issue vectorized loads/stores or not ?

  Sh0g0-1758 asked Jun 12, 2025 in Q&A · Unanswered

  

  

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  Barriers for thread synchronisation in Triton

  ElistratovSemyon asked May 30, 2025 in Q&A · Unanswered

  

  

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