Alternatives and similar repositories for SparTA:

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

• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆106Updated 2 months ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆134Updated 2 years ago
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆51Updated last year
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆41Updated 3 weeks ago
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆90Updated last year
• naver-aics / lut-gemm
  ☆53Updated last year
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆204Updated last year
• AlibabaPAI / FLASHNN
  ☆91Updated 7 months ago
• ParCIS / Magicube
  Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
  ☆85Updated 2 years ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆50Updated 8 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆68Updated 2 months ago
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆107Updated 2 years ago
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆32Updated 3 weeks ago
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆108Updated 4 months ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆23Updated last year
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆201Updated last year
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆103Updated 9 months ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆62Updated 2 years ago
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆96Updated 11 months ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆33Updated 2 weeks ago
• alibaba / easydist
  Automated Parallelization System and Infrastructure for Multiple Ecosystems
  ☆79Updated 4 months ago
• parasailteam / coconet
  ☆78Updated 2 years ago
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆65Updated last week
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆119Updated 2 years ago
• zhuohan123 / terapipe
  ☆72Updated 3 years ago
• yifuwang / symm-mem-recipes
  ☆66Updated 3 months 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
• ColfaxResearch / cutlass-kernels
  ☆197Updated 9 months ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆91Updated 2 weeks ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆54Updated 2 months ago