# PerfSPEC Learning Phase  Directory Layout

<div style="margin: auto">
 <a target="_blank" href="perfspec-learning/src/branch/main/presentacion.pdf"><img src="imgs/perfSPEC-learning.png" width="800"></a>
</div>

## Content structure overview with notes 

<pre>
    ├── PerfSPEC.pdf                   Reference document
    ├── README.md
    ├── about.md
    ├── actions_distribution.pdf       Generated actions distribytion
    ├── collect                        Collect logs scripts 
    │   ├── audit-policy.yaml
    │   ├── collect.py
    │   └── helm-charts.json
    ├── data                           Extracted from compress archive 
    │   ├── actions-dataset-audit.txt
    │   ├── actions_distribution.pdf
    │   ├── main-audit-logs.log
    │   └── raw-audit-logs.log
    ├── data_sample.tar.xz             Compress archive with 'data'
    ├── full_content_layout.md
    ├── html
    │   ├── model_perfspec.html
    │   └── prepare_perfspec.html
    ├── imgs
    ├── install.md                     Installation notes
    ├── intro.md
    ├── learning
    │   └── python
    │       ├── __pycache__            Ignored in git
    │       ├── lib_perfspec.py
    │       ├── model_perfspec.py
    │       ├── prepare_perfspec.py
    │       ├── run_perfspec.py
    │       └── train_perfspec.py
    ├── models                         Extracted from compress archive
    │   ├── checkpoints
    │   │   ├── model_at_epoch_175.keras
    │   │   └── model_at_epoch_185.keras
    │   ├── history.json
    │   └── perfSPEC_model.keras
    ├── models_sample.tar.xz           Comperss archive with 'models'
    ├── presentacion.pdf               Presentation slides
    └── raw-audit-logs.log.xz          Main Raw Logs file
</pre>
