Inconsistent Training loss in python_window and detail_view

404
1
12-01-2021 12:39 AM
Labels (2)
Felix10546
New Contributor III

Hi, 

I used the python command to execute GP "Train Deep Learning Model".

Here is my display in python window(left) and the detail_view(right) of the geoprocessing tool:

Felix10546_2-1638347603229.png

 

Clearer image is in the attachment.

PS.

I am doing a mask rcnn training with 2 classes.

Do anyone know which one is true?

The validation loss is consistent but the training loss isn't.

I want to attach training graph in my result with correct values.

 

Thank a lot if anyone can help with the answer.

 

0 Kudos
1 Reply
Samaloysius
New Contributor III

Hi, 

For each training run , the learning rate as well as real time augmentation is different hence the training/validations losses will be different for different runs. As long as the validation loss is decreasing with every epoch for a specific run the training is successful. 

0 Kudos