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# Copyright 2016 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.
# ==============================================================================
"""Public Python API of TensorFlow Debugger (tfdbg).
## Functions for adding debug watches
These functions help you modify `RunOptions` to specify which `Tensor`s are to
be watched when the TensorFlow graph is executed at runtime.
@@add_debug_tensor_watch
@@watch_graph
@@watch_graph_with_blacklists
## Classes for debug-dump data and directories
These classes allow you to load and inspect tensor values dumped from
TensorFlow graphs during runtime.
@@DebugTensorDatum
@@DebugDumpDir
## Functions for loading debug-dump data
@@load_tensor_from_event_file
## Tensor-value predicates
Built-in tensor-filter predicates to support conditional breakpoint between
runs. See `DebugDumpDir.find()` for more details.
@@has_inf_or_nan
## Session wrapper class and `SessionRunHook` implementations
These classes allow you to
* wrap aroundTensorFlow `Session` objects to debug plain TensorFlow models
(see `DumpingDebugWrapperSession` and `LocalCLIDebugWrapperSession`), or
* generate `SessionRunHook` objects to debug `tf.contrib.learn` models (see
`DumpingDebugHook` and `LocalCLIDebugHook`).
@@DumpingDebugHook
@@DumpingDebugWrapperSession
@@LocalCLIDebugHook
@@LocalCLIDebugWrapperSession
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
# pylint: disable=unused-imports
from tensorflow.python.debug.debug_data import DebugDumpDir
from tensorflow.python.debug.debug_data import DebugTensorDatum
from tensorflow.python.debug.debug_data import has_inf_or_nan
from tensorflow.python.debug.debug_data import load_tensor_from_event_file
from tensorflow.python.debug.debug_utils import add_debug_tensor_watch
from tensorflow.python.debug.debug_utils import watch_graph
from tensorflow.python.debug.debug_utils import watch_graph_with_blacklists
from tensorflow.python.debug.wrappers.dumping_wrapper import DumpingDebugWrapperSession
from tensorflow.python.debug.wrappers.hooks import DumpingDebugHook
from tensorflow.python.debug.wrappers.hooks import LocalCLIDebugHook
from tensorflow.python.debug.wrappers.local_cli_wrapper import LocalCLIDebugWrapperSession