ai changes

BSalita · Jan 26, 2024 · 23831a6 · 23831a6
1 parent 8cb3d99
commit 23831a6
Showing 1 changed file with 6 additions and 2 deletions.
diff --git a/mlBridgeLib/mlBridgeAi.py b/mlBridgeLib/mlBridgeAi.py
@@ -84,11 +84,15 @@ def train_classification(dls, epochs=3, monitor='accuracy', min_delta=0.001, pat
     learn = tabular_learner(dls, metrics=accuracy)
 
     # Train the model
-    learn.fit_one_cycle(epochs) #, cbs=EarlyStoppingCallback(monitor=monitor, min_delta=min_delta, patience=patience)) # sometimes only a couple epochs is optimal
+    # error: Can't get attribute 'AMPMode' on <module 'fastai.callback.fp16'
+    #learn.to_fp16() # to_fp32() or to_bf16()
+
+    # Use one cycle policy for training with early stopping
+    learn.fit_one_cycle(epochs, cbs=EarlyStoppingCallback(monitor=monitor, min_delta=min_delta, patience=patience)) # sometimes only a couple epochs is optimal
 
     return learn
 
-def train_regression(dls, epochs=20,  layers=[200]*10, y_range=(0,1), monitor='valid_loss', min_delta=0.001, patience=3):
+def train_regression(dls, epochs=20, layers=[200]*10, y_range=(0,1), monitor='valid_loss', min_delta=0.001, patience=3):
     """
     Train a tabular model for regression.
     """