Alternatives and similar repositories for cDLRM

Users that are interested in cDLRM are comparing it to the libraries listed below

• harvard-acc / DeepRecSys
  http://vlsiarch.eecs.harvard.edu/research/recommendation/
  ☆136Updated 2 years ago
• facebookresearch / dlrm_datasets
  Set of datasets for the deep learning recommendation model (DLRM).
  ☆47Updated 2 years ago
• STAR-Laboratory / Accelerating-RecSys-Training
  Accelerating Recommender model training by leveraging popular choices -- VLDB 2022
  ☆30Updated 10 months ago
• harvard-acc / RecPipe
  ☆10Updated 3 years ago
• daochenzha / autoshard
  [KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
  ☆22Updated 2 years ago
• facebookresearch / tbsm
  Time-based Sequence Model for Personalization and Recommendation Systems
  ☆49Updated 3 years ago
• NVIDIA-Merlin / distributed-embeddings
  distributed-embeddings is a library for building large embedding based models in Tensorflow 2.
  ☆44Updated last year
• marius-team / marius
  Large scale graph learning on a single machine.
  ☆162Updated 4 months ago
• facebookresearch / FBTT-Embedding
  This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as …
  ☆194Updated 2 years ago
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆41Updated 2 years ago
• K-Wu / pytorch-direct_dgl
  Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)
  ☆44Updated 2 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆129Updated 4 years ago
• SNU-ARC / Ginex
  Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching
  ☆38Updated last year
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆133Updated last month
• mlsys-seo / ooo-backprop
  ☆25Updated 2 years ago
• NodLabs / tensorflow-dlrm
  TF2 implementation of DLRM (inherited and modified from openrec's initial implementation)
  ☆16Updated 5 years ago
• xiezhq-hermann / graphiler
  Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…
  ☆60Updated 2 years ago
• ucare-uchicago / ev-store-dlrm
  ☆30Updated last year
• Linestro / GRACE
  Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference
  ☆18Updated 2 years ago
• PASSIONLab / CAGNET
  ☆47Updated 3 months ago
• VIA-Research / vTrain
  ☆73Updated last month
• xldrx / tictac
  ☆22Updated 6 years ago
• msr-fiddle / DS-Analyzer
  ☆38Updated 4 years ago
• MITIBMxGraph / SALIENT
  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
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆59Updated 4 years ago
• anandj91 / p3
  ☆21Updated 2 years ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 3 years ago
• jiazhihao / ROC
  Distributed Multi-GPU GNN Framework
  ☆36Updated 5 years ago
• SymbioticLab / Fluid
  A Generic Resource-Aware Hyperparameter Tuning Execution Engine
  ☆15Updated 3 years ago
• amazon-science / FeatGraph
  ☆70Updated 4 years ago