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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
# ============================================================================== | |
"""Functions for dealing with metrics.""" | |
import os | |
from tensorboard.plugins.hparams import api_pb2 | |
def run_tag_from_session_and_metric(session_name, metric_name): | |
"""Returns a (run,tag) tuple storing the evaluations of the specified | |
metric. | |
Args: | |
session_name: str. | |
metric_name: MetricName protobuffer. | |
Returns: (run, tag) tuple. | |
""" | |
assert isinstance(session_name, str) | |
assert isinstance(metric_name, api_pb2.MetricName) | |
# os.path.join() will append a final slash if the group is empty; it seems | |
# like multiplexer.Tensors won't recognize paths that end with a '/' so | |
# we remove the final '/' in that case. | |
run = os.path.join(session_name, metric_name.group) | |
if run.endswith("/"): | |
run = run[:-1] | |
tag = metric_name.tag | |
return run, tag | |