YukeWang96 / QGTC_PPoPP22
Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.
☆27Updated 3 years ago
Alternatives and similar repositories for QGTC_PPoPP22:
Users that are interested in QGTC_PPoPP22 are comparing it to the libraries listed below
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆38Updated 10 months ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆64Updated last year
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆24Updated 7 months ago
- ☆27Updated 7 months ago
- ☆8Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆45Updated last year
- Distributed Multi-GPU GNN Framework☆36Updated 4 years ago
- A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs☆17Updated last year
- A pattern-based algorithmic autotuner for graph processing on GPUs.☆30Updated 2 months ago
- ☆25Updated 10 months ago
- ☆14Updated 2 years ago
- ☆32Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 8 months ago
- ☆74Updated 2 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆104Updated 3 years ago
- ☆23Updated last year
- Source code of the PPoPP '22 paper: "TileSpGEMM: A Tiled Algorithm for Parallel Sparse General Matrix-Matrix Multiplication on GPUs" by Y…☆38Updated 8 months ago
- SC'22 Artifacts Evaluation☆9Updated 2 years ago
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆14Updated 3 years ago
- ☆25Updated 4 years ago
- Graph Sampling using GPU☆51Updated 2 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆36Updated 7 months ago
- ☆10Updated last year
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆85Updated 2 years ago
- 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
- Workload-Aware Co-Optimization☆8Updated 2 years ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆24Updated 2 years ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆22Updated 11 months ago
- ☆47Updated 5 years ago