add experiment to compare MSE and MAE (focus150.yml and focusMSE_150.yml)

configs/experiment/focus150.yaml

@@ -0,0 +1,31 @@
+# @package _global_
+
+# to execute this experiment run:
+# python train.py experiment=example
+
+defaults:
+ - override /datamodule: focus150.yaml
+ - override /model: focus150.yaml
+ - override /callbacks: default.yaml
+ - override /logger: tensorboard
+ - override /trainer: default.yaml
+
+# all parameters below will be merged with parameters from default configurations set above
+# this allows you to overwrite only specified parameters
+
+# name of the run determines folder name in logs
+name: "focusMAE"
+seed: 12345
+
+trainer:
+ min_epochs: 1
+ max_epochs: 100
+
+model:
+ lin1_size: 128
+ lin2_size: 256
+ lin3_size: 64
+
+datamodule:
+ batch_size: 128
+ 

configs/experiment/focusMSE_150.yaml

@@ -0,0 +1,32 @@
+# @package _global_
+
+# to execute this experiment run:
+# python train.py experiment=example
+
+defaults:
+ - override /datamodule: focus150.yaml
+ - override /model: focus150.yaml
+ - override /callbacks: default.yaml
+ - override /logger: tensorboard
+ - override /trainer: default.yaml
+
+# all parameters below will be merged with parameters from default configurations set above
+# this allows you to overwrite only specified parameters
+
+# name of the run determines folder name in logs
+name: "focusMSE_150"
+seed: 12345
+
+trainer:
+ min_epochs: 1
+ max_epochs: 100
+
+model:
+ _target_: src.models.focus_module.FocusMSELitModule
+ lin1_size: 128
+ lin2_size: 256
+ lin3_size: 64
+
+datamodule:
+ batch_size: 128
+