From 467b3f7e57da974027c8f630026ed788e94bbeb2 Mon Sep 17 00:00:00 2001
From: "Michael Pilosov, PhD" <consistentbayes@gmail.com>
Date: Sat, 27 Jan 2024 21:03:32 +0000
Subject: [PATCH] entirely supervised

---
 newsearch.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/newsearch.py b/newsearch.py
index 4132a5d..a4b2783 100644
--- a/newsearch.py
+++ b/newsearch.py
@@ -26,10 +26,11 @@ NUM_JOBS = 100
 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.
-widths = [2**k for k in range(4, 13)]
-depths = [1, 2, 4, 8, 16]
-# widths, depths = [128, 256], [4, 8]
+# alpha_values = [0, .25, 0.5, 0.75, 1]  # alpha = 0 is unsupervised. alpha = 1 is supervised.
+alpha_values = [1.0]
+# widths = [2**k for k in range(4, 13)]
+# depths = [1, 2, 4, 8, 16]
+widths, depths = [64, 128, 256], [4, 8]
 
 batch_size_values = [256]
 max_epochs_values = [10]