Alternatives and similar repositories for SparTA

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

• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆50Updated last year
• TiledTensor / TiledLower
  TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.
  ☆14Updated 8 months ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆26Updated last year
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆22Updated 6 months ago
• LeiWang1999 / Stream-k.tvm
  ☆19Updated 10 months ago
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆23Updated 2 months ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆64Updated 3 years ago
• tile-ai / tilescale
  Tile-based language built for AI computation across all scales
  ☆31Updated this week
• TiledTensor / TiledKernel
  TiledKernel is a code generation library based on macro kernels and memory hierarchy graph data structure.
  ☆19Updated last year
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆122Updated 3 years ago
• zhuohan123 / terapipe
  ☆75Updated 4 years ago
• parasailteam / coconet
  ☆80Updated 2 years ago
• hgyhungry / alcop-artifact
  ☆23Updated 2 years ago
• tsinghua-ideal / Canvas
  Canvas: End-to-End Kernel Architecture Search in Neural Networks
  ☆27Updated 8 months ago
• HPMLL / NVIDIA-Hopper-Benchmark
  ☆51Updated 2 months ago
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆53Updated last year
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆50Updated 4 months ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆38Updated 4 months ago
• awslabs / lorien
  ☆43Updated last year
• microsoft / FractalTensor
  FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …
  ☆28Updated 7 months ago
• ceruleangu / Block-Sparse-Benchmark
  Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.
  ☆24Updated 4 years ago
• awslabs / ratex
  ☆23Updated 8 months ago
• sjtu-epcc / Tacker
  Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
  ☆31Updated 5 months 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
• GVProf / GVProf
  GVProf: A Value Profiler for GPU-based Clusters
  ☆51Updated last year
• zhisbug / Cavs
  Cavs: An Efficient Runtime System for Dynamic Neural Networks
  ☆14Updated 4 years ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆53Updated 11 months ago
• tile-ai / TileOPs
  ☆44Updated last week
• heheda12345 / MagPy
  ☆39Updated last year
• zhaiyi000 / tlp
  ☆41Updated last year