MLCommons

Results 35 repositories owned by MLCommons

ck

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Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run...

inference

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Reference implementations of MLPerf™ inference benchmarks

mlcube

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MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.

GaNDLF

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A generalizable application framework for segmentation, regression, and classification using PyTorch

algorithmic-efficiency

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MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

ck-mlops

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A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow autom...

hpc

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Reference implementations of MLPerf™ HPC training benchmarks

inference_policies

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Issues related to MLPerf™ Inference policies, including rules and suggested changes

inference_results_v0.5

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This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.

inference_results_v0.7

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This repository contains the results and code for the MLPerf™ Inference v0.7 benchmark.