Grigori Fursin
Grigori Fursin
We would like to evaluate how to automate TinyML submissions using the CK2 framework.
We would like to add automation scripts to build, install and run [MLPerf mobile app](https://github.com/mlcommons/mobile_app_open) with different models, data sets and engines: - [ ] TFlite - [ ] Qualcomm...
when retrieving experiment table (ck get experiment:), add option to convert tables (currently as list of vectors) into pandas or numpy objects Moved from CK: https://github.com/ctuning/ck/issues/21
We now collect all points on Pareto frontier. There can be too many points so we should fix a number (say 4) to leave on the frontier and leave optimal...
We have various tables to show results (particularly when crowdsourcing optimization): http://cknowledge.org/repo/web.php?wcid=208c21b837924601:bc0409fb61f0aa82:3b2d453798564d5a We should unify them (split them when there are too many results, prune them, sort them, etc). We...
To avoid wasting time reading repetitive papers, and find unique ideas: https://github.com/ctuning/ck/wiki/Advanced_usage_auto_paper Moved from CK: https://github.com/ctuning/ck/issues/23
We currently have a simple way of analyzing variation of experimental results in math.variation in ck-analytics repo. We use density via gaussian_kde and can detect multiple expected values, i.e. to...
Current low-level support for live, interactive papers in CK SDK is HTML (suggested by Anton): ``` http://cknowledge.org/repo/web.php?wcid=29db2248aba45e59:cd11e3a188574d80 http://cknowledge.org/repo/web.php?wcid=29db2248aba45e59:6f40bc99c4f7df58 ``` It would be nice to add CK plugin to support mediawiki,...
Clean up OpenME (connecting CK to programs written in any language including C, C++, Fortran, PHP, Java, etc) and provide proper Makefiles for Unix and Windows. It can be used...