harvard-acc / RecPipe
☆10Updated 3 years ago
Alternatives and similar repositories for RecPipe:
Users that are interested in RecPipe are comparing it to the libraries listed below
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆133Updated 2 years ago
- ColTraIn HBFP Training Emulator☆16Updated 2 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆42Updated 2 years ago
- Enabling pure data parallel training of DLRM via caching and prefetching☆17Updated 3 years ago
- Repo for the IISWC 2018 submission☆9Updated 3 years ago
- Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference☆18Updated 2 years ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- ☆10Updated 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…☆61Updated 2 years ago
- Distributed Multi-GPU GNN Framework☆37Updated 4 years ago
- MLSys 2021 paper: MicroRec: efficient recommendation inference by hardware and data structure solutions☆16Updated 3 years ago
- PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Commun…☆45Updated last year
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆37Updated 8 months ago
- ☆14Updated 2 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆13Updated 3 years ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 3 years ago
- ☆31Updated last year
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆39Updated last month
- ☆17Updated 3 years ago
- ☆14Updated 2 years ago
- Sharing the codebase and steps for artifact evaluation/reproduction for MICRO 2024 paper☆9Updated 6 months ago
- ☆14Updated 3 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆20Updated last month
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆78Updated 3 years ago
- ☆12Updated 2 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- ☆31Updated 9 months ago
- Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"☆11Updated 3 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 5 years ago