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aggregathor

Byzantine-resilient distributed SGD with TensorFlow.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

browser-extension-for-reproducible-research

Browser extension for Chrome and FireFox to collaboratively annotate web pages with related research papers, code, reproducible results, scoreboards, portable workflows and reusable artifacts.

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cbase

Collective Knowledge DataBase

ck

Collective Knowledge framework (CK) helps to organize any software project as a database of reusable components and micro-services with common APIs, automation actions and extensible meta descriptions. See real-world use cases from MLPerf, Arm, General Motors, IBM, Raspberry Pi and ACM:

ck-autotuning

Collective Knowledge extension to let users implement customizable, portable, multi-dimensional and multi-objective SW/HW auto-tuning workflows using Collective Knowledge Framework. It is used as a universal engine for collaborative AI crowd-benchmarking and crowd-tuning across different compilers, libraries, run-time systems and platforms:

ck-dissemination

CK dissemination

ck-nntest

CK-NNTest: collaboratively validating, benchmarking and optimizing neural net operators across platforms, frameworks and datasets

ck-openvino

Collective Knowledge workflows for OpenVINO Toolkit (Deep Learning Deployment Toolkit)

ck-portal-data

Data for portal

ck-request-asplos18-mobilenets-armcl-opencl

CK workflow for ReQuEST ASPLOS'18 submission:

cm-ctuning-code-source

Collective Mind Repository (cTuning; Benchmarks) - outdated

cm-ctuning-code-source-dataset-min

Collective Mind Repository (cTuning; Program data sets) - outdated

cm-ctuning-shared

Collective Mind Repository (cTuning; Main) - outdated

cm-experiments-201408xx-fgg-motivation-compiler-flag-tuning-mess-1

http://ctuning.org/cm/wiki/index.php?title=CM:data:45741e3fbcf4024b:1db78910464c9d05

cm-experiments-201408xx-fgg-motivation-compiler-flag-tuning-mess-2

http://ctuning.org/cm/wiki/index.php?title=CM:data:45741e3fbcf4024b:1db78910464c9d05

cm-experiments-201408xx-fgg-motivation-compiler-flag-tuning-mess-3

http://ctuning.org/cm/wiki/index.php?title=CM:data:45741e3fbcf4024b:1db78910464c9d05

compilergym

A reinforcement learning toolkit for compiler optimizations

connectme

Prototyping connectME library

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

dvdt-prof

dividiti's OpenCL API profiler

gym

A toolkit for developing and comparing reinforcement learning algorithms.

inference

Reference implementations of MLPerf™ inference benchmarks

inference_results_v1.0

MLPerf™ v1.0 results

marchmadness_ck

mlperf-inference-results-dummy

Empty repository for MLPerf inference results

paperswithcode-client

API Client for paperswithcode.com

quanto

A pytorch Quantization Toolkit

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)