Alternatives and similar repositories for sparsednn

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

• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆160Updated 2 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆131Updated 4 years ago
• google-research / sputnik
  A library of GPU kernels for sparse matrix operations.
  ☆280Updated 5 years ago
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆123Updated last year
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆137Updated 3 years ago
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆103Updated 7 years ago
• YashasSamaga / ConvolutionBuildingBlocks
  GEMM and Winograd based convolutions using CUTLASS
  ☆28Updated 5 years ago
• awslabs / raf
  ☆145Updated 11 months ago
• masahi / torchscript-to-tvm
  ☆68Updated 2 years ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆55Updated 11 months ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆47Updated 3 years ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆141Updated 2 years ago
• DeMoriarty / custom_matmul_kernels
  Customized matrix multiplication kernels
  ☆57Updated 3 years ago
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆200Updated 3 years ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆277Updated 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.
  ☆44Updated 10 months ago
• iree-org / iree-nvgpu
  ☆50Updated last year
• YulhwaKim / cutlass_tilesparse
  CUDA templates for tile-sparse matrix multiplication based on CUTLASS.
  ☆50Updated 7 years ago
• Qualcomm-AI-research / FP8-quantization
  ☆168Updated 2 years ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆90Updated last year
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆112Updated last year
• ColfaxResearch / cutlass-kernels
  ☆254Updated last year
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆123Updated last year
• Qualcomm-AI-research / transformer-quantization
  ☆208Updated 4 years ago
• microsoft / SparTA
  ☆164Updated last year
• cchan / tccl
  extensible collectives library in triton
  ☆91Updated 9 months ago
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
  ☆104Updated 6 months ago
• stanford-futuredata / stk
  ☆115Updated last year
• cli99 / flops-profiler
  pytorch-profiler
  ☆50Updated 2 years ago
• tlc-pack / TLCBench
  Benchmark scripts for TVM
  ☆74Updated 3 years ago