Add Notebook Dedicated to Local Training (local-training_analysis.ipynb)

docs/local-training_analysis.md

@@ -0,0 +1,71 @@
+# Local Training analysis for DeepRacer
+
+## Contents:
+
+1. [Start Jupyter Notebook](#Start-Jupyter-Notebook)
+2. [Define Deep Racer Variables](#Define-Deep-Racer-Variables)
+3. [Define Log File to Analyse](#Define-Log-File-to-Analyse)
+
+
+## Start Jupyter Notebook
+
+1. Using a terminal window, start the Jupyter Notebook Server: 
+
+    ```terminal
+    jupyter notebook
+    ```
+
+2. Using your browser of choice, open the http link that is outputted to your terminal window from step 1.
+    * Expect the link to look similar to this:
+
+        ```terminal
+       http://localhost:8888/?token=a83bae3462a7f8dd25e802254eef82023517945983a0f325
+       ``` 
+
+3. Use the web page that is displayed to navigate to `aws-deepracer-workshopd/log-analysis`
+
+    ![local-training_analysis-01.png](./img/local-training_analysis-01.png)
+
+    ![local-training_analysis-02.png](./img/local-training_analysis-02.png)
+
+    ![local-training_analysis-03.png](./img/local-training_analysis-03.png)
+
+4. Use the web page that is displayed to open to `local-training_analysis.ipynb`
+
+    ![local-training_analysis-04.png](./img/local-training_analysis-04.png)
+
+## Define Deep Racer Variables
+
+1. In the `How-To-Use` area at the top of the Notebook, click on the first link to `Define Deep Racer Variables`.
+2. Edit the Four Variables in this section to match your environment: 
+
+    ```python
+    # Define the Training Track
+    training_track = "Canada_Training.npy"
+
+    # Define the Root Directory of your Local Training Repository
+    deep_racer_path = "/home/tony/git/deepracer-for-dummies"
+
+    # Define location of Log Files
+    log_file_path = "%s/docker/volumes/robo/checkpoint/log" % deep_racer_path
+
+    # Define the location of the Hyperparameters file
+    hyperparameters_file_path = "%s/deepracer/rl_coach/rl_deepracer_coach_robomaker.py" % deep_racer_path
+    ```
+
+   ![local-training_analysis-05.png](./img/local-training_analysis-05.png)
+
+## Define Log File to Analyse
+
+1. Just below the `Define Deep Racer Variables` cell, click on the link to navigate to `Define Log File to Analyse`.
+2. Set the log file to analyse.
+    * The latest Log File would be: `log_files[0][0]`
+    * The 2nd last Log File would be: `log_files[0][1]`
+    * etc... 
+
+        ```python
+        # Set the Latest Log File as the one to be analysed
+        fname = log_files[0][0]
+        ```
+
+      ![local-training_analysis-06.png](./img/local-training_analysis-06.png)