harvard-acc / RecPipeLinks
☆11Updated 4 years ago
Alternatives and similar repositories for RecPipe
Users that are interested in RecPipe are comparing it to the libraries listed below
Sorting:
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆134Updated 3 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆48Updated 3 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…☆59Updated 3 years ago
- Enabling pure data parallel training of DLRM via caching and prefetching☆17Updated 4 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 5 years ago
- ☆70Updated 4 years ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 4 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆31Updated last year
- Modified version of PyTorch able to work with changes to GPGPU-Sim☆57Updated 3 years ago
- ☆49Updated 9 months ago
- Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)☆44Updated 2 years ago
- ColTraIn HBFP Training Emulator☆16Updated 2 years ago
- [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …☆56Updated 2 years ago
- Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference☆19Updated 2 years ago
- ☆42Updated 2 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14Updated 4 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- PyTorch-UVM on super-large language models.☆17Updated 5 years ago
- ☆112Updated 4 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 6 years ago
- FTPipe and related pipeline model parallelism research.☆44Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆53Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- ☆19Updated 4 years ago
- ☆10Updated 2 years ago
- ☆13Updated 4 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51Updated 2 years ago
- Research and development for optimizing transformers☆131Updated 4 years ago
- ☆31Updated last year
- ☆41Updated 5 years ago