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program:dump-submissions-to-dashboard (v3.0.0)
Copyright: See copyright in the source repository
License: See license in the source repository
Creation date: 2020-01-10
Source: GitHub
cID: b0ac08fe1d3c2615:41802fe04ec7fc80

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Description  

This portable workflow is our attempt to provide a common CLI with Python JSON API and a JSON meta description to automatically detect or install required components (models, data sets, libraries, frameworks, tools), and then build, run, validate, benchmark and auto-tune the associated method (program) across diverse models, datasets, compilers, platforms and environments. 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!
  • Automation framework: CK
  • Development repository: ck-ml
  • Source: GitHub
  • Available command lines:
    • ck run program:dump-submissions-to-dashboard --cmd_key=default (META)
  • Support for host OS: any
  • Support for target OS: any
  • Tags: program,lang-python,mlperf-inference-dashboard,mlperf-inference,mlperf,inference,dashboard
  • How to get the stable version via the client:
    pip install cbench
    cb download program:dump-submissions-to-dashboard --version=3.0.0 --all
    ck run program:dump-submissions-to-dashboard
  • How to get the development version:
    pip install ck
    ck pull repo:ck-ml
    ck run program:dump-submissions-to-dashboard

  • CLI and Python API: module:program
  • Dependencies    

    ReadMe  

    Dump CK repository with LoadGen experiments to MLPerf Inference submission

    This Python script originated from automatically converting the Jupyter Notebook that dividiti used for generating data for the interactive MLPerf Inference v0.5 dashboard:

    $ jupyter nbconvert --to script results.ipynb
    

    It can be compared with the original script as follows:

    $ diff ../../jnotebook/mlperf-inference-v0.5/results.py ./run.py
    

    Usage

    $ ck run ck-mlperf:program:dump-submissions-to-dashboard \
    --env.CK_MLPERF_SUBMISSION_ROOT=... \
    --env.CK_MLPERF_DASHBOARD_FILE=... \
    --env.CK_MLPERF_DASHBOARD_DIR=...
    

    where: - CK_MLPERF_SUBMISSION_ROOT is the path to an input repository with submissions (e.g. cloned from https://github.com/mlperf/inference_results_v0.5); - CK_MLPERF_DASHBOARD_FILE is the name of an output dashboard file (mlperf-inference-v0.5-results.zip, by default). - CK_MLPERF_DASHBOARD_DIR is the name of an output dashboard directory. If empty (by default), dump into in the dashboard module directory (ck find ck-mlperf:module:mlperf.inference).

    Examples

    Default

    Dump mlperf-inference-v0.5-results.zip from $HOME/projects/mlperf/inference_results_v0.5_dividiti into the dashboard directory:

    $ ck run ck-mlperf:program:dump-submissions-to-dashboard
    

    Custom 1

    Dump mlperf-inference-unofficial-results.zip from $HOME/projects/mlperf/inference_results_v0.5_plus into the dashboard directory:

    $ ck run ck-mlperf:program:dump-submissions-to-dashboard \
    --env.CK_MLPERF_SUBMISSION_ROOT=$HOME/projects/mlperf/inference_results_v0.5_plus \
    --env.CK_MLPERF_DASHBOARD_FILE=mlperf-inference-unofficial-results.zip
    

    Custom 2

    Dump mlperf-inference-unofficial-results.zip from $HOME/projects/mlperf/inference_results_v0.5_plus into the current directory:

    $ ck run ck-mlperf:program:dump-submissions-to-dashboard \
    --env.CK_MLPERF_SUBMISSION_ROOT=$HOME/projects/mlperf/inference_results_v0.5_plus \
    --env.CK_MLPERF_DASHBOARD_FILE=mlperf-inference-unofficial-results.zip \
    --env.CK_MLPERF_DASHBOARD_DIR=`pwd`
    

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