Check a prototype of 2nd version of this platform
being developed by cKnowledge.org in collaboration with
MLCommons.
ask advice
ck-action:ask advice (v3.0.0)
License: BSD 3-clause (code) and CC BY-SA 4.0 (data)
Creation date: 2015-09-10
Source: GitHub
cID: 081173242a88bc94:13137244286bc31c
Don't hesitate to get in touch if you encounter any issues or would like to discuss this community project!
Creation date: 2015-09-10
Source: GitHub
cID: 081173242a88bc94:13137244286bc31c
Description
- Automation framework: CK
- Development repository: ck-ml
- Source: GitHub
- How to get the stable version via the CK client:
pip install cbench
cb download module:advice --version=3.0.0 --all
ck ask advice --help - How to get the development version:
pip install ck
ck pull repo:ck-ml
ck ask advice --help
- How to run from Python:
import ck.kernel as ck
r=ck.access({'action':'',
'module_uoa':'',
... See JSON API below ...
})
if r['return']>0: return r
...
- Module description: universal advice (about features, models, optimizations, community remarks)
- API Python code: Link
- JSON API:
" Input: { to - which advice ("predict_compiler_flags", "classify_image") (local) - if 'yes', use local optimization rather than public from cKnowledge.org/repo If predict_compiler_flags: compiler - compiler name See GCC: http://cknowledge.org/repo/web.php?native_action=show&native_module_uoa=program.optimization&scenario=8289e0cf24346aa7 See LLVM: http://cknowledge.org/repo/web.php?native_action=show&native_module_uoa=program.optimization&scenario=2aaed4c520956635 scenario cpu_name features (MILEPOST feature vector: http://ctuning.org/wiki/index.php/CTools:MilepostGCC:StaticFeatures:MILEPOST_V2.1) If classify_image dnn_engine (caffe, caffe2, tensorflow) image - file with image } Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 } "