ray-project / ray_shuffling_data_loaderLinks
A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed training of machine learning models.
☆18Updated 2 years ago
Alternatives and similar repositories for ray_shuffling_data_loader
Users that are interested in ray_shuffling_data_loader are comparing it to the libraries listed below
Sorting:
- Distributed ML Optimizer☆34Updated 4 years ago
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆68Updated 3 years ago
- 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
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆17Updated 3 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 4 months ago
- DLPack for Tensorflow☆35Updated 5 years ago
- Home for OctoML PyTorch Profiler☆114Updated 2 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆274Updated 2 months ago
- ☆15Updated 2 years ago
- Runtime Tracing Library for TensorFlow☆43Updated 6 years ago
- A minimal shared memory object store design☆54Updated 8 years ago
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆65Updated last year
- Lightning In-Memory Object Store☆47Updated 3 years ago
- Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies)…☆29Updated 4 years ago
- ☆13Updated 4 years ago
- A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training☆21Updated 2 years ago
- Exoshuffle-CloudSort☆27Updated 2 years ago
- A library that translates Python and NumPy to optimized distributed systems code.☆132Updated 3 years ago
- Some microbenchmarks and design docs before commencement☆12Updated 4 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated last month
- Distributed preprocessing and data loading for language datasets☆39Updated last year
- Machine Learning Inference Graph Spec☆21Updated 6 years ago
- Python bindings for UCX☆140Updated last month
- PyTorch RFCs (experimental)☆135Updated 4 months ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆59Updated 3 years ago
- ☆42Updated 2 years ago
- Incubating project for xgboost operator☆77Updated 3 years ago
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆100Updated last year
- An analytical performance modeling tool for deep neural networks.☆91Updated 5 years ago