bigger alpha needed

10 months ago · e9532cff6a
3 changed files with 3 additions and 3 deletions
--- a/main.py
+++ b/main.py
@ -47,7 +47,7 @@ if __name__ == "__main__":
    early_stop_callback = EarlyStopping(
        monitor="hp_metric",  # Metric to monitor
        min_delta=1e-5,  # Minimum change in the monitored quantity to qualify as an improvement
-        patience=12,  # Number of epochs with no improvement after which training will be stopped
+        patience=24,  # Number of epochs with no improvement after which training will be stopped
        mode="min",  # Mode can be either 'min' for minimizing the monitored quantity or 'max' for maximizing it.
        verbose=True,
    )
--- a/out/index.html
+++ b/out/index.html
@ -53,7 +53,7 @@
 <body>
    <header>
-        <h1>Image Gallery</h1>
+        <!-- <h1>Image Gallery</h1> -->
    </header>
    <main>
        <div id="gallery"></div>
--- a/search.py
+++ b/search.py
@ -18,7 +18,7 @@ job_plugin = studio.installed_plugins["jobs"]
 # do a sweep over learning rates
 # Define the ranges or sets of values for each hyperparameter
-alpha_values = list(np.round(np.linspace(0, 4, 41), 4))
+alpha_values = list(np.round(np.linspace(2, 6, 41), 4))
 # learning_rate_values = list(np.round(np.logspace(-5, -3, 41), 5))
 learning_rate_values = [5e-4]
 batch_size_values = [64, 128]