Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.
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Mar 19, 2026 - Python
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kernel-optimization
Here are 10 public repositories matching this topic...
Production-Grade Autoresearch. Ideal for GPU kernels, ML model development, feature engineering, prompt engineering, and other optimizable code.
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Jun 12, 2026 - Python
AMD CDNA/RDNA (MI300 gfx942 / MI350 gfx950 / RDNA4 gfx1201) GPU kernel optimization knowledge base, packaged as a Claude Code skill. 7,400+ merged-PR references + 53 ISA-grounded synthesis pages. Inspired by MIT Han Lab's KernelWiki.
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Jun 11, 2026 - Python
Learn Triton by building FlashAttention from scratch — V2 kernels, persistent threads, mask DSL, profiling toolkit, bilingual docs
tutorial cuda pytorch triton educational attention-mechanism gpu-programming forward-pass flash-attention kernel-optimization online-softmax
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May 25, 2026 - Python
Automatic Triton kernel generation and optimization for Intel GPU, powered by Claude Code.
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May 12, 2026 - Python
Noeris — autonomous kernel fusion discovery + Triton autotuning for LLM kernels and Gemma layer deeper fusion (A100/H100 wins).
benchmarking cuda pytorch triton autotuning gemma gpu-kernels github-actions kernel-fusion llm-training llm-inference kernel-optimization
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May 27, 2026 - Python
Triton FlashAttention kernel with PyTorch autograd, correctness tests, and GPU benchmarks.
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May 28, 2026 - Python
Skill pack for custom PyTorch MPS kernels on Apple Silicon (examples, tests, and optimization patterns).
python machine-learning deep-learning metal gpu pytorch mps apple-silicon kernel-optimization metal-shading-language pytorch-mps
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Feb 16, 2026 - Python
Optimize PyTorch GPU kernels by autonomously profiling, extracting, and improving Triton or CUDA C++ code for better performance and efficiency.
rust reinforcement-learning kernel deep-learning gpu cuda configuration pytorch triton halide tensor kconfig tvm kernel-optimization autoresearch
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Jun 13, 2026 - Python
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