Alternatives and similar repositories for SparTA:

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

• TiledTensor / TiledLower
  ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.
  ☆14Updated last month
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆51Updated 5 months ago
• hgyhungry / alcop-artifact
  ☆21Updated last year
• parasailteam / coconet
  ☆72Updated 2 years ago
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆21Updated last month
• microsoft / TileFusion
  ☆36Updated this week
• zhuohan123 / terapipe
  ☆70Updated 3 years ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆22Updated 10 months ago
• LeiWang1999 / Stream-k.tvm
  ☆19Updated 3 months ago
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆20Updated 8 months ago
• sjtu-epcc / Tacker
  Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
  ☆18Updated 3 years ago
• awslabs / ratex
  ☆23Updated last month
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆117Updated 2 years ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆37Updated 2 years ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆61Updated 2 years ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆87Updated last week
• hao-ai-lab / MuxServe
  ☆48Updated 7 months ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆30Updated 5 months ago
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆14Updated 3 years ago
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆49Updated 7 months ago
• zhisbug / Cavs
  Cavs: An Efficient Runtime System for Dynamic Neural Networks
  ☆13Updated 4 years ago
• c3sr / tcu_scope
  ☆46Updated 5 years ago
• flexflow / flexflow-serve
  FlexFlow Serve: Low-Latency, High-Performance LLM Serving
  ☆15Updated this week
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆106Updated 2 years ago
• xiezhq-hermann / graphiler
  Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…
  ☆61Updated 2 years ago
• awslabs / lorien
  ☆44Updated last year
• YukeWang96 / MGG_OSDI23
  Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…
  ☆38Updated 10 months ago
• heheda12345 / MagPy
  ☆38Updated 7 months ago
• microsoft / SparTA
  ☆134Updated 5 months ago
• BoyuanFeng / APNN-TC
  ☆18Updated 3 years ago