prepare animations (supervised and not)

newsearch.py

@@ -8,7 +8,7 @@ from lightning_sdk import Machine, Studio  # noqa: F401
 # consistency of randomly sampled experiments.
 seed(19920921)
 
-NUM_JOBS = 1
+NUM_JOBS = 100
 
 # reference to the current studio
 # if you run outside of Lightning, you can pass the Studio name
@@ -27,10 +27,10 @@ learning_rate_values = [1e-3]
 # learning_rate_values = [5e-4]
 
 # alpha_values = [0, .25, 0.5, 0.75, 1]  # alpha = 0 is unsupervised. alpha = 1 is supervised.
-alpha_values = [0.1]
-# widths = [2**k for k in range(4, 13)]
-# depths = [1, 2, 4, 8, 16]
-widths, depths = [512], [4]
+alpha_values = [0, 0.1]
+widths = [2**k for k in range(4, 13)]
+depths = [1, 2, 4, 8, 16]
+# widths, depths = [512], [4]
 
 batch_size_values = [256]
 max_epochs_values = [100]