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dnn-as-a-service

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dividiti / ck-caffe

Star 194

Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Caffe-based workloads across diverse hardware, software and data sets (compilers, libraries, tools, models, inputs):

android windows linux caffe json-api opencl cuda resources accuracy performance-portability costs reproducible-experiments collective-knowledge portable-package-manager dnn-as-a-service dnn-optimization collaborative-optimization customizable-workflows
  • Updated Nov 6, 2019
  • CMake

ctuning / ck-analytics

Sponsor
Star 35

Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:

json-api reproducible-research json-metadata collaborative-research collective-knowledge open-research dnn-as-a-service machine-learning-as-a-service unified-machine-learning unified-predictive-analytics unified-training unified-learning unified-prediction collaborative-learning
  • Updated Jul 10, 2021
  • Python

ctuning / ck-web

Sponsor
Star 30

Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:

web-server json-api reproducible-research web-service collaborative-research collective-knowledge interactive-articles interactive-graphs unified-api dnn-api dnn-as-a-service ck-web-server
  • Updated Jul 10, 2021
  • CSS

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