facebookresearch / DLRM-FlexFlowLinks
Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies) with DLRM (Deep Learning Recommendation Model)
☆29Updated 3 years ago
Alternatives and similar repositories for DLRM-FlexFlow
Users that are interested in DLRM-FlexFlow are comparing it to the libraries listed below
Sorting:
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆59Updated 3 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆132Updated 3 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆259Updated 2 years ago
- Simple Distributed Deep Learning on TensorFlow☆133Updated last month
- A library for syntactically rewriting Python programs, pronounced (sinner).☆69Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- ☆43Updated last year
- Research and development for optimizing transformers☆129Updated 4 years ago
- ☆145Updated 6 months ago
- ☆47Updated 2 years ago
- ParaDnn: A systematic performance analysis methodology for deep learning.☆39Updated 5 years ago
- An IR for efficiently simulating distributed ML computation.☆29Updated last year
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆38Updated last year
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆98Updated 3 years ago
- DLPack for Tensorflow☆35Updated 5 years ago
- An analytical performance modeling tool for deep neural networks.☆89Updated 4 years ago
- PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for…☆147Updated last week
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆64Updated last year
- Machine Learning System☆14Updated 5 years ago
- An experimental parallel training platform☆54Updated last year
- Set of datasets for the deep learning recommendation model (DLRM).☆47Updated 2 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆77Updated 4 years ago
- Fine-grained GPU sharing primitives☆143Updated this week
- ☆23Updated 8 months ago
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆55Updated 2 years ago
- ☆82Updated last month
- Python bindings for NVTX☆66Updated 2 years ago
- Issues related to MLPerf™ Inference policies, including rules and suggested changes☆63Updated this week
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago