37d2a3fee7048675cb8f34df68c7b616553918ac,tutorials/tensorflow/mlflow_gcp/trainer/task.py,,train_and_evaluate,#Any#,144
Before Change
tf_signature_def_key="serving_default" ,
artifact_path="model" )
pyfunc_model = mlflow.pyfunc.load_model(
mlflow.get_artifact_uri("model" ))
logging.info("Uploading TensorFlow events as a run artifact." )
mlflow.log_artifacts(tensorboard_path)
logging.info(
"Launch TensorBoard with:\n\ntensorboard --logdir=%s" %
After Change
artifact_path="model" )
if args.model_reload:
mlflow.pyfunc.load_model(mlflow.get_artifact_uri("model" ))
logging.info("Uploading TensorFlow events as a run artifact." )
mlflow.log_artifacts(tensorboard_path)
logging.info(
In pattern: SUPERPATTERN
Frequency: 6
Non-data size: 3
Instances Project Name: GoogleCloudPlatform/ml-on-gcp
Commit Name: 37d2a3fee7048675cb8f34df68c7b616553918ac
Time: 2019-12-18
Author: gogasca@google.com
File Name: tutorials/tensorflow/mlflow_gcp/trainer/task.py
Class Name:
Method Name: train_and_evaluate
Project Name: mlflow/mlflow
Commit Name: 062722b172f403e613c41f9bb024b3e1673dfe31
Time: 2020-08-13
Author: hkawamura0130@gmail.com
File Name: tests/tensorflow_autolog/test_tensorflow_autolog.py
Class Name:
Method Name: test_tf_estimator_autolog_model_can_load_from_artifact
Project Name: mlflow/mlflow
Commit Name: 062722b172f403e613c41f9bb024b3e1673dfe31
Time: 2020-08-13
Author: hkawamura0130@gmail.com
File Name: tests/tensorflow/test_tensorflow2_model_export.py
Class Name:
Method Name: test_log_and_load_model_persists_and_restores_model_successfully
Project Name: mlflow/mlflow
Commit Name: 062722b172f403e613c41f9bb024b3e1673dfe31
Time: 2020-08-13
Author: hkawamura0130@gmail.com
File Name: tests/tensorflow_autolog/test_tensorflow2_autolog.py
Class Name:
Method Name: test_tf_estimator_autolog_model_can_load_from_artifact
Project Name: mlflow/mlflow
Commit Name: 062722b172f403e613c41f9bb024b3e1673dfe31
Time: 2020-08-13
Author: hkawamura0130@gmail.com
File Name: tests/tensorflow/test_tensorflow_model_export.py
Class Name:
Method Name: test_load_model_loads_artifacts_from_specified_model_directory
Project Name: mlflow/mlflow
Commit Name: 062722b172f403e613c41f9bb024b3e1673dfe31
Time: 2020-08-13
Author: hkawamura0130@gmail.com
File Name: tests/tensorflow/test_tensorflow2_model_export.py
Class Name:
Method Name: test_load_model_loads_artifacts_from_specified_model_directory