mlcommons / mlcube
MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.
☆155Updated 4 months ago
Alternatives and similar repositories for mlcube:
Users that are interested in mlcube are comparing it to the libraries listed below
- Flow with FlorDB 🌻☆154Updated this week
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML p…☆91Updated 10 months ago
- Deep Learning Benchmarking Suite☆130Updated 2 years ago
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆153Updated last month
- TensorFlow-nGraph bridge☆137Updated 3 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆252Updated 2 years ago
- Issues related to MLPerf™ training policies, including rules and suggested changes☆94Updated 2 months ago
- PyTorch RFCs (experimental)☆131Updated 5 months ago
- MLPerf™ logging library☆32Updated 3 weeks ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆341Updated last week
- Notes and artifacts from the ONNX steering committee☆25Updated this week
- Python bindings for NVTX☆66Updated last year
- Python bindings for UCX☆123Updated this week
- RAPIDS GPU-BDB☆108Updated 10 months ago
- This repo contains the LF AI & Data Project Proposal Process and Project Lifecycle. They explain the process to host new projects in LF A…☆34Updated 3 months ago
- Torch Distributed Experimental☆115Updated 5 months ago
- Productionize machine learning predictions, with ONNX or without☆65Updated last year
- A library to analyze PyTorch traces.☆325Updated this week
- Pytorch Lightning Distributed Accelerators using Ray☆211Updated last year
- General policies for MLPerf™ including submission rules, coding standards, etc.☆28Updated this week
- Home for OctoML PyTorch Profiler☆107Updated last year
- MLOps Python Library☆117Updated 2 years ago
- Ray-based Apache Beam runner☆43Updated last year
- Distributed skorch on Ray Train☆57Updated 2 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆633Updated 3 months ago
- This repository contains example integrations between Determined and other ML products☆47Updated 9 months ago
- Data System for Optimized Deep Learning Model Selection☆20Updated 2 years ago
- yogadl, the flexible data layer☆74Updated last year