diff --git a/aimodel/src/deeplabv3_plus_test_rainfall.py b/aimodel/src/deeplabv3_plus_test_rainfall.py index b9d9980..f86aece 100755 --- a/aimodel/src/deeplabv3_plus_test_rainfall.py +++ b/aimodel/src/deeplabv3_plus_test_rainfall.py @@ -40,14 +40,14 @@ PATH_HEIGHTMAP = os.environ["PATH_HEIGHTMAP"] PATH_COLOURMAP = os.environ["PATH_COLOURMAP"] STEPS_PER_EPOCH = int(os.environ["STEPS_PER_EPOCH"]) if "STEPS_PER_EPOCH" in os.environ else None REMOVE_ISOLATED_PIXELS = False if "NO_REMOVE_ISOLATED_PIXELS" in os.environ else True -EPOCHS = int(os.environ["EPOCHS"]) if "EPOCHS" in os.environ else 25 -LOSS = os.environ["LOSS"] if "LOSS" in os.environ else "cross-entropy" +EPOCHS = int(os.environ["EPOCHS"]) if "EPOCHS" in os.environ else 50 +LOSS = os.environ["LOSS"] if "LOSS" in os.environ else "cross-entropy-dice" LEARNING_RATE = float(os.environ["LEARNING_RATE"]) if "LEARNING_RATE" in os.environ else 0.001 DIR_OUTPUT=os.environ["DIR_OUTPUT"] if "DIR_OUTPUT" in os.environ else f"output/{datetime.utcnow().date().isoformat()}_deeplabv3plus_rainfall_TEST" PATH_CHECKPOINT = os.environ["PATH_CHECKPOINT"] if "PATH_CHECKPOINT" in os.environ else None -PREDICT_COUNT = int(os.environ["PREDICT_COUNT"]) if "PREDICT_COUNT" in os.environ else 4 +PREDICT_COUNT = int(os.environ["PREDICT_COUNT"]) if "PREDICT_COUNT" in os.environ else 25 # ~~~