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14 changes: 1 addition & 13 deletions apax/train/callbacks.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,7 @@
from pathlib import Path

import numpy as np
import tensorflow as tf
from keras.callbacks import CSVLogger, TensorBoard
from keras.callbacks import CSVLogger

from apax.config.train_config import Config

Expand Down Expand Up @@ -138,23 +137,12 @@ def initialize_callbacks(config: Config, model_version_path: Path):
callback_configs = config.callbacks
log.info("Initializing Callbacks")

dummy_model = tf.keras.Model()
dummy_model.compile(loss="mse", optimizer="adam")
callback_dict = {
"csv": {
"class": CSVLoggerApax,
"log_path": model_version_path / "log.csv",
"path_arg_name": "filename",
"kwargs": {"append": True},
"model": dummy_model,
},
"tensorboard": {
"class": TensorBoard,
"log_path": model_version_path,
"path_arg_name": "log_dir",
"kwargs": {},
"model": dummy_model,
"write_graph": False,
},
"mlflow": {
"class": MLFlowLogger,
Expand Down
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