Alternatives and similar repositories for kernels:

Users that are interested in kernels are comparing it to the libraries listed below

• cchan / tccl
  extensible collectives library in triton
  ☆84Updated this week
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆103Updated 8 months ago
• yifuwang / symm-mem-recipes
  ☆60Updated 3 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆77Updated 5 months ago
• mobiusml / gemlite
  Fast low-bit matmul kernels in Triton
  ☆275Updated this week
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
  ☆74Updated this week
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆251Updated last week
• pytorch-labs / tritonbench
  Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
  ☆107Updated this week
• ColfaxResearch / cutlass-kernels
  ☆193Updated 8 months ago
• stanford-futuredata / stk
  ☆102Updated 7 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆71Updated 6 months ago
• ColfaxResearch / cfx-article-src
  ☆90Updated 3 weeks ago
• Deep-Learning-Profiling-Tools / triton-viz
  ☆192Updated this week
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆212Updated 2 months ago
• zinccat / Awesome-Triton-Kernels
  Collection of kernels written in Triton language
  ☆117Updated last month
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆63Updated 2 weeks ago
• AlibabaPAI / FLASHNN
  ☆91Updated 6 months ago
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆108Updated 6 months ago
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆87Updated 6 years ago
• TiledTensor / TiledCUDA
  We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …
  ☆180Updated 2 months ago
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆154Updated 10 months ago
• pranjalssh / fast.cu
  Fastest kernels written from scratch
  ☆205Updated 3 weeks ago
• HanGuo97 / flute
  Fast Matrix Multiplications for Lookup Table-Quantized LLMs
  ☆236Updated last month
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆243Updated 5 months ago
• triton-lang / triton-cpu
  An experimental CPU backend for Triton
  ☆103Updated this week
• Bruce-Lee-LY / cuda_hgemv
  Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.
  ☆59Updated 6 months ago
• pytorch-labs / triton-cpu
  An experimental CPU backend for Triton (https//github.com/openai/triton)
  ☆40Updated 2 weeks ago
• facebookexperimental / triton
  Github mirror of trition-lang/triton repo.
  ☆25Updated this week
• INT-FlashAttention2024 / INT-FlashAttention
  ☆67Updated 2 months ago
• pytorch-labs / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆222Updated 8 months ago