lkp411 / cDLRMLinks
Enabling pure data parallel training of DLRM via caching and prefetching
☆17Updated 4 years ago
Alternatives and similar repositories for cDLRM
Users that are interested in cDLRM are comparing it to the libraries listed below
Sorting:
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆135Updated 3 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆47Updated 2 years ago
- Large scale graph learning on a single machine.☆165Updated 8 months ago
- ☆11Updated 4 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆31Updated last year
- This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as …☆194Updated 3 years ago
- Time-based Sequence Model for Personalization and Recommendation Systems☆49Updated 4 years ago
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆46Updated 2 years ago
- [KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems☆22Updated 2 years ago
- Research and development for optimizing transformers☆131Updated 4 years ago
- A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search☆19Updated 4 months ago
- A general-purpose, distributed graph random walk engine.☆109Updated 2 years ago
- Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bi…☆27Updated 4 years ago
- High-performance implementation of SLIM-based approaches for Top-N recommendation☆113Updated 3 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 5 months ago
- Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)☆44Updated 2 years ago
- TF2 implementation of DLRM (inherited and modified from openrec's initial implementation)☆16Updated 5 years ago
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 5 years ago
- The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and P…☆40Updated 2 years ago
- This is the (evolving) reading list for the seminar.☆60Updated 5 years ago
- Distributed ML Optimizer☆34Updated 4 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated 2 years ago
- ☆70Updated 4 years ago