openvino/model-optimizer/mo/utils/tensorboard_util.py

28 lines
1.1 KiB
Python

# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
try:
import tensorflow.compat.v1 as tf_v1
# disable eager execution of TensorFlow 2 environment immediately
tf_v1.disable_eager_execution()
except ImportError:
import tensorflow as tf_v1
try:
import tensorflow.contrib # pylint: disable=no-name-in-module,import-error
except:
pass # we try to import contrib for loading models that use contrib operations
from mo.utils.error import Error
from mo.utils.utils import refer_to_faq_msg
def dump_for_tensorboard(graph_def: tf_v1.GraphDef, logdir: str):
try:
# TODO: graph_def is a deprecated argument, use graph instead
print('Writing an event file for the tensorboard...')
with tf_v1.summary.FileWriter(logdir=logdir, graph_def=graph_def) as writer:
writer.flush()
print('Done writing an event file.')
except Exception as err:
raise Error('Cannot write an event file for the tensorboard to directory "{}". ' +
refer_to_faq_msg(36), logdir) from err