Repositories list

• axs2mlperf

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions

  Python

  •

  MIT License

  •1•1•11•1•Updated Nov 4, 2024Nov 4, 2024

• axs

  Public
  KRAI X workflow automation system

  Python

  •

  MIT License

  •2•4•0•1•Updated Nov 4, 2024Nov 4, 2024

• kilt4uai

  Public
  A plugin for KILT (KRAI Inference Library Technology) for integration with Untether AI's imAIgine SDK

  C++

  •

  MIT License

  •0•0•0•0•Updated Aug 6, 2024Aug 6, 2024

• axs2uai

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions on systems with Untether AI's speedAI at-memory compute inference accelerators

  Python

  •

  MIT License

  •0•0•0•0•Updated Aug 6, 2024Aug 6, 2024

• axs2onnxrt

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions on systems withAutomated KRAI X workflows for reproducing MLPerf Inference submissions with KILT ONNXRT CPU/GPU backends

  MIT License

  •0•0•0•0•Updated Jul 26, 2024Jul 26, 2024

• axs2kilt

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions powered by KRAI Inference Library Technology (KILT)

  Python

  •

  MIT License

  •1•1•0•0•Updated Jul 26, 2024Jul 26, 2024

• axs2system

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions

  Python

  •

  MIT License

  •0•0•0•0•Updated Jul 26, 2024Jul 26, 2024

• kilt-mlperf

  Public
  KILT (KRAI Inference Library Technology) - proudly powering some of the fastest and most energy efficient submissions in the history of MLPerf Inference

  C++

  •

  MIT License

  •1•1•0•0•Updated Jul 26, 2024Jul 26, 2024

• inference

  Public
  Reference implementations of inference benchmarks

  Python

  •

  Apache License 2.0

  •533•0•0•0•Updated Jun 21, 2024Jun 21, 2024

• policies

  Public
  General policies for MLPerf™ including submission rules, coding standards, etc.

  Python

  •

  Apache License 2.0

  •54•0•0•0•Updated Jun 11, 2024Jun 11, 2024

• axs2qaic

  Public
  Automated KRAI X workflows for reproducing MLPerf Inference submissions on systems equipped with Qualcomm Cloud AI 100 accelerators

  Python

  •

  MIT License

  •0•0•0•0•Updated Apr 10, 2024Apr 10, 2024

• axs2qaic-docker

  Public
  Building Docker images for reproducing MLPerf Inference submissions with Qualcomm Cloud AI 100 accelerators

  Shell

  •

  Other

  •0•0•0•0•Updated Apr 10, 2024Apr 10, 2024

• inference_policies

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

  Apache License 2.0

  •52•0•0•0•Updated Apr 2, 2024Apr 2, 2024

• axs2gcp

  Public
  Automated KRAI X workflows for Google Cloud Platform

  google-cloudgoogle-cloud-platformgoogle-benchmark+ 7tputpu-benchmarkstpu-accelerationmlperf-inferencetpu-vmgptjtpu-optimization

  Python

  •

  MIT License

  •0•3•0•0•Updated Mar 14, 2024Mar 14, 2024

• cloud-ai-sdk

  Public
  Qualcomm Cloud AI SDK (Platform and Apps) enable high performance deep learning inference on Qualcomm Cloud AI platforms delivering high throughput and low latency across Computer Vision, Object Detection, Natural Language Processing and Generative AI models.

  Jupyter Notebook

  •

  Other

  •6•0•0•0•Updated Mar 12, 2024Mar 12, 2024

• axs2config

  Public
  MIT License

  •0•0•0•0•Updated Jan 29, 2024Jan 29, 2024

• power-dev

  Public
  Dev repo for power measurement for the MLPerf benchmarks

  Python

  •

  Apache License 2.0

  •24•0•0•0•Updated Jan 26, 2024Jan 26, 2024

• LLM_Wiki

  Public
  This is just a place for us to put whatever we’ve learnt about LLMs, be it papers, blog posts or our own experiences.

  0•1•0•0•Updated Nov 29, 2023Nov 29, 2023

• TextToJSONConverter

  Public
  TextToJSONConverter

  HTML

  •0•0•0•0•Updated Oct 25, 2023Oct 25, 2023

• MultilineToOneLiner

  Public
  TextLineConverter for NLP

  HTML

  •0•0•0•0•Updated Oct 25, 2023Oct 25, 2023

• inference_results_v3.1

  Public
  This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.

  Apache License 2.0

  •13•0•0•0•Updated Oct 10, 2023Oct 10, 2023

• nn_pruning-dev

  Public
  Prune a model while finetuning or training.

  Jupyter Notebook

  •

  Apache License 2.0

  •58•0•0•0•Updated Sep 26, 2023Sep 26, 2023

• axs2snpe

  Public
  MIT License

  •0•0•0•0•Updated Sep 5, 2023Sep 5, 2023

• axs2tensorrt

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Aug 18, 2023Aug 18, 2023

• ck-mlperf

  Public archive
  Automated workflows for MLPerf, the industry-leading benchmark for evaluating performance of ML software and hardware

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •23•4•0•0•Updated Aug 1, 2023Aug 1, 2023

• bert_pruners

  Public
  Python

  •0•0•1•0•Updated Jun 9, 2023Jun 9, 2023

• ck-qaic

  Public archive
  Qualcomm Cloud AI (QAIC) implementation of MLPerf Inference benchmarks

  C++

  •5•8•0•0•Updated Jun 7, 2023Jun 7, 2023

• ck-armnn

  Public archive
  Collective Knowledge workflows for ArmNN

  Shell

  •

  BSD 3-Clause "New" or "Revised" License

  •10•1•1•0•Updated Apr 3, 2023Apr 3, 2023

• axs2kilt_v3.0

  Public
  axs repository for KILT

  Python

  •

  MIT License

  •0•1•0•0•Updated Mar 7, 2023Mar 7, 2023

• ck-env

  Public archive
  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 Feb 13, 2023Feb 13, 2023