Alternatives and similar repositories for dgSPARSE-Lib

Users that are interested in dgSPARSE-Lib are comparing it to the libraries listed below

• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆137Updated 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
• uwsampl / sparsetir-artifact
  Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
  ☆26Updated 2 years ago
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆52Updated last year
• pku-liang / FlexTensor
  Automatic Schedule Exploration and Optimization Framework for Tensor Computations
  ☆178Updated 3 years ago
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆115Updated 2 years ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆65Updated 3 years ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆26Updated last year
• hgyhungry / ge-spmm
  ☆109Updated 4 years ago
• YukeWang96 / MGG_OSDI23
  Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…
  ☆40Updated last year
• microsoft / SparTA
  ☆150Updated last year
• hgyhungry / ShflBW_Sparse_NN
  ☆16Updated 2 years ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆38Updated 4 months ago
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆201Updated 3 years ago
• tlc-pack / tenset
  ☆93Updated 2 years ago
• HPMLL / DTC-SpMM_ASPLOS24
  ☆35Updated last year
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆53Updated last year
• YukeWang96 / QGTC_PPoPP22
  Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.
  ☆30Updated 3 years ago
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆91Updated 2 years ago
• ceruleangu / Block-Sparse-Benchmark
  Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.
  ☆23Updated 5 years ago
• YukeWang96 / TC-GNN_ATC23
  Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.
  ☆49Updated last year
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆122Updated 3 years ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆50Updated last year
• owensgroup / merge-spmm
  Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018
  ☆72Updated 4 years ago
• marsupialtail / gpu-sparsert
  ☆18Updated 4 years ago
• pku-liang / TileFlow
  TileFlow is a performance analysis tool based on Timeloop for fusion dataflows
  ☆61Updated last year
• zhaiyi000 / tlp
  ☆41Updated last year
• sunlex0717 / DissectingTensorCores
  ☆106Updated last year
• 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…
  ☆59Updated 2 years ago
• SJTU-ReArch-Group / Paper-Reading-List
  ☆117Updated last month