Distributed-AI / PipeTransformerLinks
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
☆56Updated 3 years ago
Alternatives and similar repositories for PipeTransformer
Users that are interested in PipeTransformer are comparing it to the libraries listed below
Sorting:
- 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
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Updated last year
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆37Updated 5 years ago
- [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…☆51Updated 2 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- Research and development for optimizing transformers☆129Updated 4 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆147Updated 8 months ago
- Simple Distributed Deep Learning on TensorFlow☆133Updated 3 weeks ago
- Distributed ML Training Benchmarks☆27Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆64Updated 11 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆132Updated 3 years ago
- ☆86Updated 3 years ago
- ☆94Updated 3 years ago
- pytorch-profiler☆51Updated 2 years ago
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆38Updated last year
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆28Updated 2 years ago
- ☆43Updated last year
- Model-less Inference Serving☆88Updated last year
- ☆75Updated 4 years ago
- ☆27Updated 4 years ago
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- ☆80Updated 2 months ago
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- ☆145Updated 5 months ago
- ☆46Updated 5 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆67Updated 3 months ago
- ☆22Updated 4 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Updated 3 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago