fisher_blocks_lib.py

# Copyright 2017 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.
# ==============================================================================
"""FisherBlock definitions."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

# pylint: disable=unused-import,line-too-long,wildcard-import
from tensorflow.contrib.kfac.python.ops.fisher_blocks import *
from tensorflow.python.util.all_util import remove_undocumented
# pylint: enable=unused-import,line-too-long,wildcard-import

_allowed_symbols = [
    'FisherBlock',
    'FullFB',
    'NaiveDiagonalFB',
    'FullyConnectedDiagonalFB',
    'KroneckerProductFB',
    'EmbeddingKFACFB',
    'FullyConnectedKFACBasicFB',
    'ConvKFCBasicFB',
    'ConvDiagonalFB',
    'set_global_constants',
    'compute_pi_tracenorm',
    'compute_pi_adjusted_damping',
    'num_conv_locations',
    'normalize_damping',
    'LEFT_MULTIPLY',
    'RIGHT_MULTIPLY',
]

remove_undocumented(__name__, allowed_exception_list=_allowed_symbols)