updated docs

docs/Energy_Draw.md

@@ -7,15 +7,17 @@ A callback for recording GPU power draw (watts) on epoch begin and end. The call
 
 ### how-to-use
 
-Use it as you would use any other Callback in Tensorflow or Keras.
+Before `model.fit()` in the input model:
 
-`
-power_draw = PowerDrawCallback()
+`power_draw = PowerDrawCallback()`
 
-model.fit(...callbacks=[power_draw]...)
-`
+Then use `power_draw` as you would callbacks in general:
 
-It's possible to read the energy draw data:
+`model.fit(...callbacks=[power_draw]...)`
 
-`print(power_draw.logs)`
+To get the energy draw data into the experiment log:
+
+`history = talos.utils.power_draw_append(history, power_draw)`
+
+NOTE: this line has to be after `model.fit()`.
 

docs/_coverpage.md

@@ -1,6 +1,6 @@
 ![logo](_media/talos_logo_bg.png)
 
-## v1.2
+## v1.2.3
 
 > Hyperparameter Experiments with Tensorflow, PyTorch and Keras
 

docs/index.html

@@ -16,7 +16,7 @@
   <div id="app"></div>
   <script>
     window.$docsify = {
-      name: 'Talos 1.2',
+      name: 'Talos 1.2.3',
       repo: 'https://github.com/autonomio/talos',
       coverpage: true,
       loadSidebar: true,

talos/utils/power_draw_append.py

@@ -2,10 +2,10 @@ def power_draw_append(history, power_draw):
 
     '''For appending the data from PowerDrawCallback to the history object
     and allowing the data to be captured in the experiment log in Talos.
-    
+
     history | object | tf.keras model history object
     power_draw | object | PowerDrawCallback object
-    
+
     '''
 
     import numpy as np