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Collective Mind Repository (cTuning; Benchmarks) - outdated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Collective Mind Repository (cTuning; Program data sets) - outdated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Collective Mind Repository (cTuning; Main) - outdated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

cm4mlops

A collection of reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to compose, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware (cloud/edge)

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