harvard-acc / DeepRecSysLinks
http://vlsiarch.eecs.harvard.edu/research/recommendation/
☆135Updated 3 years ago
Alternatives and similar repositories for DeepRecSys
Users that are interested in DeepRecSys are comparing it to the libraries listed below
Sorting:
- Set of datasets for the deep learning recommendation model (DLRM).☆48Updated 3 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆31Updated last year
- ☆11Updated 4 years ago
- Enabling pure data parallel training of DLRM via caching and prefetching☆17Updated 4 years ago
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- ☆47Updated 3 years ago
- ☆31Updated last year
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆46Updated 2 years ago
- PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for…☆154Updated 3 weeks ago
- A schedule language for large model training☆152Updated 4 months ago
- Model-less Inference Serving☆92Updated 2 years ago
- ☆81Updated 7 months ago
- PyTorch-UVM on super-large language models.☆17Updated 5 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 3 years ago
- ☆42Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆122Updated last year
- ☆84Updated 3 years ago
- ☆41Updated 5 years ago
- A tool for examining GPU scheduling behavior.☆89Updated last year
- AI and Memory Wall☆225Updated last year
- Research and development for optimizing transformers☆131Updated 4 years ago
- Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)☆44Updated 2 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Updated 5 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 6 months ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 4 years ago
- parser script to process pytorch autograd profiler result, convert json file to excel.☆14Updated 6 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- Fine-grained GPU sharing primitives☆147Updated 5 months ago
- ☆22Updated 7 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year