diff --git a/src/constants.py b/src/constants.py
index a9be1d0..c44726b 100644
--- a/src/constants.py
+++ b/src/constants.py
@@ -3,3 +3,5 @@ TRAIN_DATASET = "data/train_data.tfrecords"
 TEST_DATASET = "data/test_data.tfrecords"
 EPOCHS = 1000
 BATCH_SIZE = 256
+LEARNING_RATE = 0.004
+L2 = 0.001