Alternatives and similar repositories for sparsednn:

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

• spcl / substation
  Research and development for optimizing transformers
  ☆125Updated 4 years ago
• masahi / torchscript-to-tvm
  ☆69Updated 2 years ago
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆100Updated 8 months ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆135Updated last year
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆130Updated 3 years ago
• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆157Updated last year
• awslabs / slapo
  A schedule language for large model training
  ☆145Updated 8 months ago
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆41Updated last year
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆62Updated last year
• triton-lang / kernels
  ☆73Updated 4 months ago
• deepspeedai / DeepSpeed-Kernels
  ☆61Updated 2 weeks ago
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆107Updated 3 months ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆48Updated 2 years ago
• octoml / octoml-profile
  Home for OctoML PyTorch Profiler
  ☆107Updated last year
• tlc-pack / TLCBench
  Benchmark scripts for TVM
  ☆73Updated 2 years ago
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆85Updated 6 years ago
• DeMoriarty / custom_matmul_kernels
  Customized matrix multiplication kernels
  ☆53Updated 3 years ago
• awslabs / raf
  ☆141Updated last month
• iree-org / iree-nvgpu
  ☆49Updated last year
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing. By pro…
  ☆67Updated this week
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆197Updated 2 years ago
• YashasSamaga / ConvolutionBuildingBlocks
  GEMM and Winograd based convolutions using CUTLASS
  ☆26Updated 4 years ago
• YulhwaKim / cutlass_tilesparse
  CUDA templates for tile-sparse matrix multiplication based on CUTLASS.
  ☆50Updated 7 years ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆193Updated last year
• ColfaxResearch / cutlass-kernels
  ☆187Updated 8 months ago
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆107Updated 3 months ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆119Updated 2 years ago
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆89Updated last year
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆67Updated 6 months ago
• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆63Updated 2 years ago