lkp411 / cDLRMLinks
Enabling pure data parallel training of DLRM via caching and prefetching
☆17Updated 3 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/☆136Updated 2 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆47Updated 2 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆30Updated 10 months ago
- ☆10Updated 3 years ago
- Time-based Sequence Model for Personalization and Recommendation Systems☆49Updated 3 years ago
- [KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems☆22Updated 2 years ago
- Large scale graph learning on a single machine.☆164Updated 5 months ago
- Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)☆44Updated 2 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
- Distributed Multi-GPU GNN Framework☆36Updated 5 years ago
- ☆30Updated 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
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Updated 2 years ago
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆44Updated last year
- Research and development for optimizing transformers☆129Updated 4 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated 2 years ago
- ☆47Updated 3 months ago
- ☆70Updated 4 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…☆26Updated 3 years ago
- High-performance implementation of SLIM-based approaches for Top-N recommendation☆112Updated 3 years ago
- TF2 implementation of DLRM (inherited and modified from openrec's initial implementation)☆16Updated 5 years ago
- ☆35Updated 2 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆33Updated 2 years ago
- Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural N…☆31Updated 2 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆38Updated last year
- [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …☆56Updated last year
- ☆109Updated 4 years ago
- Simple Distributed Deep Learning on TensorFlow☆133Updated last month