ryantd / veloce
WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
☆18Updated 2 years ago
Alternatives and similar repositories for veloce:
Users that are interested in veloce are comparing it to the libraries listed below
- Some microbenchmarks and design docs before commencement☆12Updated 4 years ago
- Distributed ML Optimizer☆32Updated 3 years ago
- 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
- Lightning In-Memory Object Store☆45Updated 3 years ago
- Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)☆28Updated last year
- Pygloo provides Python bindings for Gloo.☆22Updated 2 months ago
- Home for OctoML PyTorch Profiler☆112Updated 2 years ago
- An IR for efficiently simulating distributed ML computation.☆28Updated 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
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- A collection of reproducible inference engine benchmarks☆29Updated 2 weeks ago
- DL Dataloader Benchmarks☆18Updated 3 months ago
- ☆31Updated this week
- Sentence Embedding as a Service☆15Updated last year
- ☆25Updated 2 weeks ago
- This repository contains statistics about the AI Infrastructure products.☆18Updated 2 months ago
- Benchmarks to capture important workloads.☆31Updated 3 months ago
- benchmarking some transformer deployments☆26Updated 2 years ago
- Tracking Ray Enhancement Proposals☆53Updated last month
- FIL backend for the Triton Inference Server☆77Updated this week
- Exoshuffle-CloudSort☆26Updated 2 years ago
- Python bindings for UCX☆134Updated this week
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆157Updated 5 months ago
- ☆43Updated last year
- Simple dependency injection framework for Python☆20Updated 11 months ago
- Ray-based Apache Beam runner☆42Updated last year
- A tool to detect infrastructure issues on cloud native AI systems☆34Updated last month
- Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"☆10Updated 3 years ago
- The DGL Operator makes it easy to run Deep Graph Library (DGL) graph neural network training on Kubernetes☆44Updated 3 years ago
- ☆11Updated 4 years ago