We are very excited to join forces with MLCommons and OctoML.ai! Contact Grigori Fursin for more details!
package:tool-cere-trunk (v1.0.0)
License: BSD 3-clause (code) and CC BY-SA 4.0 (data)
Creation date: 2016-06-29
Source: GitHub
cID: 1dc07ee0f4742028:5664608bd6d5231e

Don't hesitate to get in touch if you encounter any issues or would like to discuss this community project!
Please report if this CK component works: 1  or fails: 0 
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This meta package is our attempt to provide a unified Python API, CLI and JSON meta description for different package managers and building tools to automatically download and install different components (models, data sets, libraries, frameworks, tools) necessary to run portable program pipelines across evolving platforms. Our on-going project is to make the onboarding process as simple as possible via this platform. Please check this CK white paper and don't hesitate to contact us if you have suggestions or feedback!



Not finished yet - need to add correct dependencies and add to CK crowd-tuning and autotuning workflow.


Improved/updated version of codelet extractor - we used our own or similar tool from CAPS Entreprise (see ck find soft:tool.codelet-finder)) for our MILEPOST (2006-2009), Collective Mind (2011-2013) and Collective Knowledge (2014-cur) projects to extract and autotune codelets for quick training of a machine-learning based compiler:

  • http://cknowledge.org/repo
  • http://arxiv.org/abs/1506.06256
  • https://hal.inria.fr/hal-01054763
  • https://www.researchgate.net/publication/225732776_Milepost_GCC_Machine_Learning_Enabled_Self-tuning_Compiler

However, at the moment we prefer to extract codelets manually with human-readable data sets and code!




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