ColfaxResearch / cutlass-kernels

Related projects ⓘ

Alternatives and complementary repositories for cutlass-kernels

• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆90Updated 4 months ago
• KnowingNothing / MatmulTutorial
  A Easy-to-understand TensorOp Matmul Tutorial
  ☆290Updated 2 months ago
• bytedance / flux
  A fast communication-overlapping library for tensor parallelism on GPUs.
  ☆224Updated 3 weeks ago
• ColfaxResearch / cfx-article-src
  ☆48Updated this week
• AlibabaPAI / FLASHNN
  ☆79Updated 2 months ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆166Updated 3 weeks ago
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆202Updated 5 months ago
• TiledTensor / TiledCUDA
  TiledCUDA is a highly efficient kernel template library designed to elevate CUDA C’s level of abstraction for processing tiles.
  ☆154Updated this week
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆238Updated last week
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆219Updated 5 months ago
• Bruce-Lee-LY / flash_attention_inference
  Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
  ☆29Updated 2 months ago
• Bruce-Lee-LY / cuda_hgemm
  Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…
  ☆302Updated 2 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆98Updated last week
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆48Updated 4 months ago
• microsoft / SparTA
  ☆131Updated 3 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆208Updated 3 weeks ago
• Bruce-Lee-LY / cuda_hgemv
  Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.
  ☆49Updated 2 months ago
• leimao / CUDA-GEMM-Optimization
  CUDA Matrix Multiplication Optimization
  ☆141Updated 4 months ago
• reed-lau / cute-gemm
  ☆79Updated 8 months ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆85Updated 8 months ago
• microsoft / triton-shared
  Shared Middle-Layer for Triton Compilation
  ☆191Updated this week
• mobiusml / gemlite
  Simple and fast low-bit matmul kernels in CUDA / Triton
  ☆143Updated this week
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆183Updated last year
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆98Updated 2 months ago
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆59Updated 6 years ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆180Updated last year
• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆156Updated last year
• stanford-futuredata / stk
  ☆88Updated 2 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆53Updated 2 weeks ago
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆134Updated 2 months ago