mlcommons / ckLinks
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…
☆641Updated 2 weeks ago
Alternatives and similar repositories for ck
Users that are interested in ck are comparing it to the libraries listed below
Sorting:
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆13Updated 7 years ago
- This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workfl…☆31Updated 3 years ago
- Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:☆61Updated 10 months ago
- CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacO…☆72Updated 3 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆15Updated 6 years ago
- CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and mu…☆56Updated 4 years ago
- Validated Collective Knowledge workflows and results from the 1st ACM ReQuEST tournament on co-design of Pareto-efficient SW/HW stack for…☆13Updated 7 years ago
- Collective Knowledge workflow for ARM's workload automation tool: an open framework for gathering and sharing knowledge about system desi…☆22Updated 4 years ago
- Collective Knowledge workflow for the MILEPOST GCC (machine learning based compiler). See how it is used in the collaborative project wit…☆50Updated 4 years ago
- Issues related to MLPerf™ training policies, including rules and suggested changes☆95Updated this week
- A code generator for array-based code on CPUs and GPUs☆624Updated last week
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆11Updated 7 years ago
- A Deep Learning Meta-Framework and HPC Benchmarking Library☆82Updated 3 years ago
- Portable and customizable Collective Knowledge workflows for TVM and VTA:☆17Updated 4 years ago
- Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated w…☆55Updated 4 years ago
- Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication patterns used in deep learn…☆108Updated 3 years ago
- Benchmark for generic matrix-matrix multiplication (GEMM)☆35Updated 7 years ago
- This repository contains the results and code for the MLPerf™ Training v0.5 benchmark.☆35Updated 8 months ago
- Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse …☆32Updated 4 years ago
- TensorFlow-nGraph bridge☆136Updated 4 years ago
- Reference workloads for modern deep learning methods.☆73Updated 3 years ago
- Benchmarking Deep Learning operations on different hardware☆1,103Updated 4 years ago
- oneAPI Data Analytics Library (oneDAL)☆648Updated this week
- Deep learning program generator☆106Updated 2 years ago
- Example code and applications for machine learning on Graphcore IPUs☆333Updated last year
- Cross-platform Python client for the CodeReef.ai portal to manage portable workflows, reusable automation actions, software detection plu…☆11Updated 5 years ago
- A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outd…☆18Updated last year
- Legacy CM repository with a collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the proce…☆19Updated 10 months ago
- Shared artifacts and workflows from the EPSRC Pamela project in the customizable, portable and reusable Collective Knowledge format:☆22Updated 4 years ago
- ☆47Updated 3 years ago