From 999d73f7ab4d599b26d8f75d95d43c274cd637c6 Mon Sep 17 00:00:00 2001
From: Michael Pilosov <michael.pilosov@ucdenver.edu>
Date: Mon, 15 Jan 2024 20:11:54 +0000
Subject: [PATCH] prep for search

---
 main.py   | 4 ++--
 search.py | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/main.py b/main.py
index f840686..513b79f 100644
--- a/main.py
+++ b/main.py
@@ -71,14 +71,14 @@ if __name__ == "__main__":
     )
 
     save_img_callback = SaveImageCallback(
-        save_interval=1,
+        save_interval=0,
         final_dir="out",
     )
 
     # Initialize data loader with parsed arguments
     # named_data_loader also has grayscale extras. TODO: remove unnamed
     train_dataloader = create_dataloader(
-        N=1e8,
+        N=1e7,
         batch_size=args.bs,
         shuffle=True,
         num_workers=args.num_workers,
diff --git a/search.py b/search.py
index deb3f89..05b577b 100644
--- a/search.py
+++ b/search.py
@@ -20,7 +20,7 @@ NUM_JOBS = 100
 # Define the ranges or sets of values for each hyperparameter
 # alpha_values = list(np.round(np.linspace(2, 4, 21), 4))
 # learning_rate_values = list(np.round(np.logspace(-5, -3, 21), 5))
-learning_rate_values = [1e-3]
+learning_rate_values = [1e-2, 1e-3]
 alpha_values = [0, 1, 2]
 widths = [64, 128, 256, 512]
 # learning_rate_values = [5e-4]