Alternatives and similar repositories for SparseTIR

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

• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆122Updated 3 years ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆65Updated 3 years ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆50Updated last year
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆26Updated last year
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆115Updated 2 years ago
• microsoft / SparTA
  ☆150Updated last year
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆52Updated last year
• tlc-pack / tenset
  ☆93Updated 2 years ago
• ParCIS / Magicube
  Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
  ☆89Updated 2 years ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆38Updated 4 months ago
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆91Updated 2 years ago
• pku-liang / FlexTensor
  Automatic Schedule Exploration and Optimization Framework for Tensor Computations
  ☆178Updated 3 years ago
• uwsampl / sparsetir-artifact
  Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
  ☆26Updated 2 years ago
• dgSPARSE / dgSPARSE-Lib
  PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity
  ☆114Updated 2 weeks ago
• lixiuhong / batched_gemm
  ☆39Updated 5 years ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆47Updated 3 years ago
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆201Updated 3 years ago
• apache / tvm-rfcs
  A home for the final text of all TVM RFCs.
  ☆105Updated 11 months ago
• awslabs / slapo
  A schedule language for large model training
  ☆149Updated this week
• masahi / tvm-cutlass-eval
  ☆40Updated 3 years ago
• sunlex0717 / DissectingTensorCores
  ☆106Updated last year
• uiuc-arc / felix
  Optimize tensor program fast with Felix, a gradient descent autotuner.
  ☆28Updated last year
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
  ☆95Updated last month
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆110Updated 8 months ago
• parasailteam / coconet
  ☆81Updated 2 years ago
• zhaiyi000 / tlp
  ☆41Updated last year
• marsupialtail / gpu-sparsert
  ☆18Updated 4 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 …
  ☆183Updated 6 months ago
• roastduck / FreeTensor
  A language and compiler for irregular tensor programs.
  ☆149Updated 8 months ago
• awslabs / raf
  ☆144Updated 6 months ago