YukeWang96 / QGTC_PPoPP22View external linksLinks
Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.
☆30Feb 12, 2022Updated 4 years ago
Alternatives and similar repositories for QGTC_PPoPP22
Users that are interested in QGTC_PPoPP22 are comparing it to the libraries listed below
Sorting:
- Multi-GPU dynamic scheduler using PGAS style cross-GPU communication☆29Jul 23, 2023Updated 2 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆41Mar 17, 2024Updated last year
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆70Mar 2, 2023Updated 2 years ago
- ☆19Aug 26, 2021Updated 4 years ago
- ☆16Nov 22, 2022Updated 3 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆40Nov 16, 2021Updated 4 years ago
- ☆22Feb 18, 2025Updated 11 months ago
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆27Jun 18, 2024Updated last year
- ☆48Jan 30, 2026Updated 2 weeks ago
- ☆11Sep 30, 2023Updated 2 years ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆25Feb 24, 2023Updated 2 years ago
- Artifact for IPDPS'21: DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions.☆13Apr 6, 2021Updated 4 years ago
- Scalable GPU Kernel Fission/Fusion Transformation for Memory-Bound Kernels☆14Aug 26, 2015Updated 10 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- ☆112Jul 3, 2021Updated 4 years ago
- Large scale graph learning on a single machine.☆167Feb 25, 2025Updated 11 months ago
- ☆18May 8, 2021Updated 4 years ago
- ☆13Jan 23, 2021Updated 5 years ago
- [TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li, Anton A. Zabreyko, Om Chabra, Arash Nasr-Esfahany, Kevin Zhao, Pratees…☆16Nov 18, 2025Updated 2 months ago
- A tracing JIT for PyTorch☆17Aug 29, 2022Updated 3 years ago
- A Streaming-Native Serving Engine for TTS/STS Models☆48Updated this week
- Official implementation of our VQ-GNN paper (NeurIPS2021)☆38Nov 10, 2021Updated 4 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆39Mar 30, 2022Updated 3 years ago
- ☆36Jun 10, 2024Updated last year
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated last year
- Elixir: Train a Large Language Model on a Small GPU Cluster☆15Jun 8, 2023Updated 2 years ago
- Simple example of how to write an Implicit GEMM Convolution in CUDA using the tensor core WMMA API and bindings for PyTorch.☆18Jun 29, 2023Updated 2 years ago
- Create tiny ML systems for on-device learning.☆20Jul 14, 2021Updated 4 years ago
- Python implementation of Efficient Graph-Based Image Segmentation☆23Sep 26, 2020Updated 5 years ago
- An efficient concurrent graph processing system☆46Oct 27, 2021Updated 4 years ago
- [Mlsys'22] Understanding gnn computational graph: A coordinated computation, io, and memory perspective☆22Sep 11, 2023Updated 2 years ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆24Mar 1, 2024Updated last year
- A Factored System for Sample-based GNN Training over GPUs☆46Jul 26, 2023Updated 2 years ago
- CUDAAdvisor: a GPU profiling tool☆52Aug 24, 2018Updated 7 years ago
- A reading list for deep graph learning acceleration.☆254Jul 26, 2025Updated 6 months ago
- ☆84Dec 2, 2022Updated 3 years ago
- GVProf: A Value Profiler for GPU-based Clusters☆52Mar 24, 2024Updated last year
- ☆47Sep 5, 2022Updated 3 years ago
- Implementations of 2D Image Convolution algorithm with CUDA (using global memory, shared memory and constant memory)☆17Jan 21, 2018Updated 8 years ago