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-rw-r--r--hyperparameters.py16
1 files changed, 14 insertions, 2 deletions
diff --git a/hyperparameters.py b/hyperparameters.py
index 0ca70764..1d4c0e8d 100644
--- a/hyperparameters.py
+++ b/hyperparameters.py
@@ -18,12 +18,24 @@ optimizer is used. Refer to the default learning rate parameter
"""
learning_rate = .002
+"""
+Beta_1 is the first hyperparameter for the Adam optimizer.
+"""
beta_1 = .99
+"""
+epsilon for the Adam optimizer.
+"""
epsilon = 1e-1
-momentum = 0.01
-
+"""
+A critical parameter for style transfer. The value for this will determine
+how much the generated image is "influenced" by the CONTENT image.
+"""
alpha = .05
+"""
+A critical parameter for style transfer. The value for this will determine
+how much the generated image is "influenced" by the STYLE image.
+"""
beta = 5