mlcommons / ck
Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchma…
☆626Updated last month
Alternatives and similar repositories for ck:
Users that are interested in ck are comparing it to the libraries listed below
- CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and mu…☆57Updated 3 years ago
- Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:☆54Updated last month
- This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workfl…☆32Updated 2 years ago
- CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacO…☆72Updated 2 years ago
- Example code and applications for machine learning on Graphcore IPUs☆320Updated last year
- oneAPI Data Analytics Library (oneDAL)☆637Updated this week
- A code generator for array-based code on CPUs and GPUs☆602Updated 2 weeks ago
- Stretching GPU performance for GEMMs and tensor contractions.☆235Updated last week
- A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outd…☆18Updated 4 months ago
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆155Updated 7 months ago
- nGraph has moved to OpenVINO☆1,349Updated 4 years ago
- Collective Knowledge workflow for the MILEPOST GCC (machine learning based compiler). See how it is used in the collaborative project wit…☆48Updated 3 years ago
- common in-memory tensor structure☆982Updated 2 weeks ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆15Updated 5 years ago
- CUDA Kernel Benchmarking Library☆621Updated this week
- GraphIt - A High-Performance Domain Specific Language for Graph Analytics☆377Updated 2 years ago
- oneAPI Specification source files☆200Updated last week
- Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):☆93Updated 3 years ago
- Benchmark for generic matrix-matrix multiplication (GEMM)☆33Updated 6 years ago
- Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated w…☆53Updated 3 years ago
- Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication patterns used in deep learn…☆109Updated 2 years ago
- Python bindings for NVTX☆66Updated last year
- ☆47Updated 2 years ago
- Kernel Tuner☆328Updated last week
- The NNEF Tools repository contains tools to generate and consume NNEF documents☆224Updated this week
- Issues related to MLPerf™ training policies, including rules and suggested changes☆94Updated this week
- ☆410Updated last week
- A Deep Learning Meta-Framework and HPC Benchmarking Library☆81Updated 2 years ago
- Legacy CM repository with a collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the proce…☆18Updated last month
- Poplar libraries☆119Updated last year