ray-project / distml
Distributed ML Optimizer
☆32Updated 3 years ago
Alternatives and similar repositories for distml:
Users that are interested in distml are comparing it to the libraries listed below
- A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed tra…☆18Updated 2 years ago
- Some microbenchmarks and design docs before commencement☆12Updated 4 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.☆18Updated 2 years ago
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- Hyperparameter tuning via uncertainty modeling☆47Updated last year
- A collection of reproducible inference engine benchmarks☆29Updated 2 weeks ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆157Updated 4 months ago
- Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies)…☆28Updated 3 years ago
- ☆30Updated 2 years ago
- Home for OctoML PyTorch Profiler☆112Updated 2 years ago
- Research and development for optimizing transformers☆126Updated 4 years ago
- Runtime Tracing Library for TensorFlow☆43Updated 6 years ago
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆64Updated 9 months ago
- Benchmarks to capture important workloads.☆31Updated 3 months ago
- Torch Distributed Experimental☆115Updated 9 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆114Updated 5 months ago
- Distributed preprocessing and data loading for language datasets☆39Updated last year
- Pygloo provides Python bindings for Gloo.☆22Updated 2 months ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆69Updated 3 years ago
- ☆43Updated last year
- DLPack for Tensorflow☆35Updated 5 years ago
- Implementation of a Tensorflow XLA rematerialization pass☆15Updated 5 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- ☆117Updated last year
- Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)☆28Updated last year
- ☆15Updated last year
- DL Dataloader Benchmarks☆18Updated 3 months ago
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆44Updated last year