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    26 repositories

    • ck

      Public
      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, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware
      Python
      •
      Apache License 2.0
      •116•0•0•0•Updated Sep 17, 2024Sep 17, 2024

    • cm4mlops

      Public
      A collection of portable, reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware (cloud/edge)
      Python
      •
      Apache License 2.0
      •20•0•0•0•Updated Sep 17, 2024Sep 17, 2024

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •4.7k•0•0•0•Updated Jul 23, 2024Jul 23, 2024

    • inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Apache License 2.0
      •536•0•0•0•Updated Jul 17, 2024Jul 17, 2024

    • inference_results_v4.0

      Public
      This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
      C++
      •
      Apache License 2.0
      •17•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • mlperf_inference_submissions

      Public
      Demo repository for MLPerf inference submissions
      Apache License 2.0
      •0•0•0•0•Updated Jul 9, 2024Jul 9, 2024

    • cm4research

      Public
      CM interface and automation recipes to make it easier to run and reproduce experiments from research projects across diverse and continuously changing models, data sets, software and hardware
      automationreproducibilityportabilitymodularization
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Apr 25, 2024Apr 25, 2024

    • mlperf-inference-tools-copy

      Public
      Clean copy of MLPerf inference tools (20240402) without the whole inference repo mlcommons/inference
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 2, 2024Apr 2, 2024

    • mlperf-inference-loadgen-copy

      Public
      Clean copy of MLPerf inference loadgen (20240402) without the whole inference repo mlcommons/inference
      C++
      •
      Apache License 2.0
      •0•1•0•0•Updated Apr 2, 2024Apr 2, 2024

    • cm-mlops-copy

      Public
      Clean copy of the collection of the automation recipes (MLCommons CM scripts) without the whole CM repository
      Python
      •
      Other
      •0•0•0•0•Updated Apr 2, 2024Apr 2, 2024

    • retraining-free-pruning

      Public
      [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers
      Python
      •27•1•0•0•Updated Aug 18, 2023Aug 18, 2023

    • croissant

      Public
      Croissant is a high-level format for machine learning datasets that combines metadata, resource file descriptions, data structure, and default ML semantics into a single file; it works with existing datasets to make them easier to find, use, and support with tools.
      Python
      •
      Apache License 2.0
      •41•1•0•0•Updated Aug 15, 2023Aug 15, 2023

    • training

      Public
      Reference implementations of MLPerf™ training benchmarks
      Python
      •
      Apache License 2.0
      •561•0•0•0•Updated Jun 17, 2023Jun 17, 2023

    • inference_results_v3.0

      Public
      This repository contains the results and code for the MLPerf™ Inference v3.0 benchmark.
      Apache License 2.0
      •15•0•0•0•Updated Jun 7, 2023Jun 7, 2023

    • ck-mlperf

      Public
      Automated workflows for MLPerf, the industry-leading benchmark for evaluating performance of ML software and hardware
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •23•0•0•0•Updated Mar 29, 2021Mar 29, 2021

    • ck-qaic

      Public
      Qualcomm Cloud AI (QAIC) implementation of MLPerf Inference benchmarks
      C++
      •5•0•0•0•Updated Mar 25, 2021Mar 25, 2021

    • ck-env

      Public
      CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment:
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •25•0•0•0•Updated Mar 18, 2021Mar 18, 2021

    • ck-tensorflow

      Public
      Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •26•0•0•0•Updated Feb 25, 2021Feb 25, 2021

    • ck-armnn

      Public
      Collective Knowledge workflows for ArmNN
      Shell
      •
      BSD 3-Clause "New" or "Revised" License
      •10•0•0•0•Updated Feb 25, 2021Feb 25, 2021

    • power-dev

      Public
      Dev repo for power measurement for the MLPerf benchmarks
      Python
      •
      Apache License 2.0
      •25•0•0•0•Updated Feb 16, 2021Feb 16, 2021

    • ck-pytorch

      Public
      Integration of PyTorch to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse libraries and hardware, unified AI API, collaborative experiments, performance optimization and model/data set tuning):
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•0•0•0•Updated Feb 15, 2021Feb 15, 2021

    • ck-openvino

      Public
      Collective Knowledge workflows for OpenVINO Toolkit (Deep Learning Deployment Toolkit)
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Feb 1, 2021Feb 1, 2021

    • ck-nntest

      Public
      CK-NNTest: collaboratively validating, benchmarking and optimizing neural net operators across platforms, frameworks and datasets
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-tensorrt

      Public
      Collective Knowledge repository for NVIDIA's TensorRT
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •16•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • docs

      Public
      Collective Knowledge platform docs
      Python
      •0•0•0•0•Updated Oct 11, 2020Oct 11, 2020

    • reproduce-cgo2017-paper

      Public
      Artifact Evaluation Reproduction for "Software Prefetching for Indirect Memory Accesses", CGO 2017, using CK.
      C
      •
      MIT License
      •19•0•0•0•Updated Apr 3, 2017Apr 3, 2017