dglai / FeatGraph
Sparse kernels for GNNs based on TVM
☆15Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for FeatGraph
- ☆13Updated 3 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- ☆25Updated 3 years ago
- ☆15Updated 2 weeks ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆71Updated 4 years ago
- Code base for OOPSLA'24 paper: UniSparse: An Intermediate Language for General Sparse Format Customization☆28Updated last week
- EQueue Dialect☆39Updated 2 years ago
- ☆13Updated last year
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆60Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆44Updated 5 months ago
- ☆29Updated 2 years ago
- ☆21Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆16Updated 2 years ago
- ☆32Updated 2 years ago
- agile hardware-software co-design☆46Updated 2 years ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆74Updated last year
- Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural N…☆28Updated 2 years ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 3 years ago
- Artifact repository for paper Automatic Generation of High-Performance Quantized Machine Learning Kernels☆17Updated 4 years ago
- ☆31Updated 2 years ago
- ☆15Updated 3 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆103Updated 2 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆37Updated 8 months ago
- ☆72Updated 3 years ago
- ☆31Updated 3 years ago
- A Generic Distributed Auto-Tuning Infrastructure☆21Updated 3 years ago
- ☆23Updated 10 months ago
- A pattern-based algorithmic autotuner for graph processing on GPUs.☆30Updated last year
- Multi-target compiler for Sum-Product Networks, based on MLIR and LLVM.☆23Updated this week
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆29Updated last year