618 lines
27 KiB
Python
618 lines
27 KiB
Python
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# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Bring in all of the public TensorFlow interface into this module."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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# pylint: disable=g-bad-import-order
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from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
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try:
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import os # pylint: disable=g-import-not-at-top
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# Add `estimator` attribute to allow access to estimator APIs via
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# "tf.estimator..."
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from tensorflow.python.estimator.api import estimator # pylint: disable=g-import-not-at-top
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# Add `estimator` to the __path__ to allow "from tensorflow.estimator..."
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# style imports.
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from tensorflow.python.estimator import api as estimator_api # pylint: disable=g-import-not-at-top
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__path__ += [os.path.dirname(estimator_api.__file__)]
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del estimator_api
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del os
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except (ImportError, AttributeError):
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print('tf.estimator package not installed.')
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from tensorflow import app
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from tensorflow import bitwise
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from tensorflow import compat
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from tensorflow import data
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from tensorflow import debugging
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from tensorflow import distributions
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from tensorflow import dtypes
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from tensorflow import errors
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from tensorflow import feature_column
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from tensorflow import gfile
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from tensorflow import graph_util
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from tensorflow import image
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from tensorflow import initializers
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from tensorflow import io
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from tensorflow import keras
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from tensorflow import layers
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from tensorflow import linalg
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from tensorflow import logging
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from tensorflow import losses
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from tensorflow import manip
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from tensorflow import math
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from tensorflow import metrics
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from tensorflow import nn
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from tensorflow import profiler
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from tensorflow import python_io
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from tensorflow import quantization
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from tensorflow import resource_loader
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from tensorflow import saved_model
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from tensorflow import sets
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from tensorflow import sparse
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from tensorflow import spectral
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from tensorflow import strings
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from tensorflow import summary
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from tensorflow import sysconfig
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from tensorflow import test
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from tensorflow import train
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from tensorflow import user_ops
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from tensorflow.python import AggregationMethod
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from tensorflow.python import Assert
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from tensorflow.python import AttrValue
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from tensorflow.python import ConditionalAccumulator
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from tensorflow.python import ConditionalAccumulatorBase
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from tensorflow.python import ConfigProto
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from tensorflow.python import Constant as constant_initializer
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from tensorflow.python import DType
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from tensorflow.python import DeviceSpec
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from tensorflow.python import Dimension
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from tensorflow.python import Event
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from tensorflow.python import FIFOQueue
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from tensorflow.python import FixedLenFeature
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from tensorflow.python import FixedLenSequenceFeature
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from tensorflow.python import FixedLengthRecordReader
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from tensorflow.python import GPUOptions
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from tensorflow.python import GradientTape
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from tensorflow.python import Graph
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from tensorflow.python import GraphDef
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from tensorflow.python import GraphKeys
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from tensorflow.python import GraphOptions
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from tensorflow.python import HistogramProto
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from tensorflow.python import IdentityReader
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from tensorflow.python import IndexedSlices
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from tensorflow.python import InteractiveSession
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from tensorflow.python import LMDBReader
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from tensorflow.python import LogMessage
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from tensorflow.python import MetaGraphDef
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from tensorflow.python import NameAttrList
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from tensorflow.python import NoGradient
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from tensorflow.python import NoGradient as NotDifferentiable
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from tensorflow.python import NodeDef
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from tensorflow.python import Ones as ones_initializer
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from tensorflow.python import OpError
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from tensorflow.python import Operation
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from tensorflow.python import OptimizerOptions
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from tensorflow.python import Orthogonal as orthogonal_initializer
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from tensorflow.python import PaddingFIFOQueue
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from tensorflow.python import Print
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from tensorflow.python import PriorityQueue
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from tensorflow.python import QueueBase
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from tensorflow.python import RandomNormal as random_normal_initializer
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from tensorflow.python import RandomShuffleQueue
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from tensorflow.python import RandomUniform as random_uniform_initializer
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from tensorflow.python import ReaderBase
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from tensorflow.python import RegisterGradient
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from tensorflow.python import RunMetadata
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from tensorflow.python import RunOptions
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from tensorflow.python import Session
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from tensorflow.python import SessionLog
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from tensorflow.python import SparseConditionalAccumulator
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from tensorflow.python import SparseFeature
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from tensorflow.python import SparseTensor
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from tensorflow.python import SparseTensorValue
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from tensorflow.python import Summary
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from tensorflow.python import SummaryMetadata
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from tensorflow.python import TFRecordReader
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from tensorflow.python import Tensor
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from tensorflow.python import TensorArray
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from tensorflow.python import TensorInfo
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from tensorflow.python import TensorShape
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from tensorflow.python import TextLineReader
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from tensorflow.python import TruncatedNormal as truncated_normal_initializer
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from tensorflow.python import UniformUnitScaling as uniform_unit_scaling_initializer
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from tensorflow.python import VarLenFeature
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from tensorflow.python import Variable
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from tensorflow.python import VariableAggregation
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from tensorflow.python import VariableScope
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from tensorflow.python import VariableSynchronization
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from tensorflow.python import VarianceScaling as variance_scaling_initializer
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from tensorflow.python import WholeFileReader
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from tensorflow.python import Zeros as zeros_initializer
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from tensorflow.python import abs
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from tensorflow.python import accumulate_n
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from tensorflow.python import acos
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from tensorflow.python import acosh
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from tensorflow.python import add
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from tensorflow.python import add_check_numerics_ops
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from tensorflow.python import add_n
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from tensorflow.python import add_to_collection
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from tensorflow.python import add_to_collections
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from tensorflow.python import all_variables
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from tensorflow.python import angle
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from tensorflow.python import arg_max
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from tensorflow.python import arg_min
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from tensorflow.python import argmax
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from tensorflow.python import argmin
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from tensorflow.python import as_dtype
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from tensorflow.python import as_string
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from tensorflow.python import asin
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from tensorflow.python import asinh
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from tensorflow.python import assert_equal
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from tensorflow.python import assert_greater
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from tensorflow.python import assert_greater_equal
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from tensorflow.python import assert_integer
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from tensorflow.python import assert_less
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from tensorflow.python import assert_less_equal
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from tensorflow.python import assert_near
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from tensorflow.python import assert_negative
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from tensorflow.python import assert_non_negative
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from tensorflow.python import assert_non_positive
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from tensorflow.python import assert_none_equal
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from tensorflow.python import assert_positive
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from tensorflow.python import assert_proper_iterable
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from tensorflow.python import assert_rank
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from tensorflow.python import assert_rank_at_least
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from tensorflow.python import assert_rank_in
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from tensorflow.python import assert_same_float_dtype
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from tensorflow.python import assert_scalar
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from tensorflow.python import assert_type
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from tensorflow.python import assert_variables_initialized
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from tensorflow.python import assign
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from tensorflow.python import assign_add
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from tensorflow.python import assign_sub
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from tensorflow.python import atan
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from tensorflow.python import atan2
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from tensorflow.python import atanh
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from tensorflow.python import batch_to_space
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from tensorflow.python import batch_to_space_nd
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from tensorflow.python import betainc
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from tensorflow.python import bincount
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from tensorflow.python import bitcast
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from tensorflow.python import boolean_mask
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from tensorflow.python import broadcast_dynamic_shape
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from tensorflow.python import broadcast_static_shape
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from tensorflow.python import broadcast_to
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from tensorflow.python import case
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from tensorflow.python import cast
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from tensorflow.python import ceil
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from tensorflow.python import check_numerics
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from tensorflow.python import cholesky
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from tensorflow.python import cholesky_solve
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from tensorflow.python import clip_by_average_norm
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from tensorflow.python import clip_by_global_norm
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from tensorflow.python import clip_by_norm
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from tensorflow.python import clip_by_value
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from tensorflow.python import colocate_with
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from tensorflow.python import complex
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from tensorflow.python import concat
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from tensorflow.python import cond
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from tensorflow.python import confusion_matrix
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from tensorflow.python import conj
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from tensorflow.python import constant
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from tensorflow.python import container
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from tensorflow.python import control_dependencies
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from tensorflow.python import convert_to_tensor
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from tensorflow.python import convert_to_tensor_or_indexed_slices
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from tensorflow.python import convert_to_tensor_or_sparse_tensor
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from tensorflow.python import cos
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from tensorflow.python import cosh
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from tensorflow.python import count_nonzero
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from tensorflow.python import count_up_to
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from tensorflow.python import create_partitioned_variables
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from tensorflow.python import cross
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from tensorflow.python import cumprod
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from tensorflow.python import cumsum
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from tensorflow.python import custom_gradient
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from tensorflow.python import decode_base64
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from tensorflow.python import decode_compressed
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from tensorflow.python import decode_csv
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from tensorflow.python import decode_json_example
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from tensorflow.python import decode_raw
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from tensorflow.python import delete_session_tensor
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from tensorflow.python import depth_to_space
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from tensorflow.python import dequantize
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from tensorflow.python import deserialize_many_sparse
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from tensorflow.python import device
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from tensorflow.python import diag
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from tensorflow.python import diag_part
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from tensorflow.python import digamma
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from tensorflow.python import div
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from tensorflow.python import divide
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from tensorflow.python import dynamic_partition
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from tensorflow.python import dynamic_stitch
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from tensorflow.python import edit_distance
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from tensorflow.python import einsum
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from tensorflow.python import enable_eager_execution
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from tensorflow.python import encode_base64
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from tensorflow.python import equal
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from tensorflow.python import erf
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from tensorflow.python import erfc
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from tensorflow.python import executing_eagerly
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from tensorflow.python import exp
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from tensorflow.python import expand_dims
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from tensorflow.python import expm1
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from tensorflow.python import extract_image_patches
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from tensorflow.python import eye
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from tensorflow.python import fake_quant_with_min_max_args
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from tensorflow.python import fake_quant_with_min_max_args_gradient
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from tensorflow.python import fake_quant_with_min_max_vars
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from tensorflow.python import fake_quant_with_min_max_vars_gradient
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from tensorflow.python import fake_quant_with_min_max_vars_per_channel
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from tensorflow.python import fake_quant_with_min_max_vars_per_channel_gradient
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from tensorflow.python import fft
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from tensorflow.python import fft2d
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from tensorflow.python import fft3d
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from tensorflow.python import fill
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from tensorflow.python import fixed_size_partitioner
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from tensorflow.python import floor
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from tensorflow.python import floor_div
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from tensorflow.python import floor_mod as floormod
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from tensorflow.python import floor_mod as mod
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from tensorflow.python import floordiv
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from tensorflow.python import foldl
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from tensorflow.python import foldr
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from tensorflow.python import gather
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from tensorflow.python import gather_nd
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from tensorflow.python import get_collection
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from tensorflow.python import get_collection_ref
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from tensorflow.python import get_default_graph
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from tensorflow.python import get_default_session
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from tensorflow.python import get_local_variable
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from tensorflow.python import get_seed
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from tensorflow.python import get_session_handle
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from tensorflow.python import get_session_tensor
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from tensorflow.python import get_variable
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from tensorflow.python import get_variable_scope
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from tensorflow.python import global_norm
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from tensorflow.python import global_variables
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from tensorflow.python import global_variables_initializer
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from tensorflow.python import glorot_normal_initializer
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from tensorflow.python import glorot_uniform_initializer
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from tensorflow.python import gradients
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from tensorflow.python import greater
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from tensorflow.python import greater_equal
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from tensorflow.python import group
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from tensorflow.python import guarantee_const
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from tensorflow.python import hessians
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from tensorflow.python import histogram_fixed_width
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from tensorflow.python import histogram_fixed_width_bins
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from tensorflow.python import identity
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from tensorflow.python import identity_n
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from tensorflow.python import ifft
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from tensorflow.python import ifft2d
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from tensorflow.python import ifft3d
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from tensorflow.python import igamma
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from tensorflow.python import igammac
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from tensorflow.python import imag
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from tensorflow.python import import_graph_def
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from tensorflow.python import initialize_all_tables
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from tensorflow.python import initialize_all_variables
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from tensorflow.python import initialize_local_variables
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from tensorflow.python import initialize_variables
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from tensorflow.python import invert_permutation
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from tensorflow.python import is_finite
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from tensorflow.python import is_inf
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from tensorflow.python import is_nan
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from tensorflow.python import is_non_decreasing
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from tensorflow.python import is_numeric_tensor
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from tensorflow.python import is_strictly_increasing
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from tensorflow.python import is_variable_initialized
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from tensorflow.python import lbeta
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from tensorflow.python import less
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from tensorflow.python import less_equal
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from tensorflow.python import lgamma
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from tensorflow.python import lin_space
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from tensorflow.python import lin_space as linspace
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from tensorflow.python import load_file_system_library
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from tensorflow.python import load_op_library
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from tensorflow.python import local_variables
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from tensorflow.python import local_variables_initializer
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from tensorflow.python import log
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from tensorflow.python import log1p
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from tensorflow.python import log_sigmoid
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from tensorflow.python import logical_and
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from tensorflow.python import logical_not
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from tensorflow.python import logical_or
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from tensorflow.python import logical_xor
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from tensorflow.python import make_ndarray
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from tensorflow.python import make_template
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from tensorflow.python import make_tensor_proto
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from tensorflow.python import map_fn
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from tensorflow.python import matching_files
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from tensorflow.python import matmul
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from tensorflow.python import matrix_band_part
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from tensorflow.python import matrix_determinant
|
||
|
|
from tensorflow.python import matrix_diag
|
||
|
|
from tensorflow.python import matrix_diag_part
|
||
|
|
from tensorflow.python import matrix_inverse
|
||
|
|
from tensorflow.python import matrix_set_diag
|
||
|
|
from tensorflow.python import matrix_solve
|
||
|
|
from tensorflow.python import matrix_solve_ls
|
||
|
|
from tensorflow.python import matrix_transpose
|
||
|
|
from tensorflow.python import matrix_triangular_solve
|
||
|
|
from tensorflow.python import maximum
|
||
|
|
from tensorflow.python import meshgrid
|
||
|
|
from tensorflow.python import min_max_variable_partitioner
|
||
|
|
from tensorflow.python import minimum
|
||
|
|
from tensorflow.python import model_variables
|
||
|
|
from tensorflow.python import moving_average_variables
|
||
|
|
from tensorflow.python import multinomial
|
||
|
|
from tensorflow.python import multiply
|
||
|
|
from tensorflow.python import name_scope
|
||
|
|
from tensorflow.python import negative
|
||
|
|
from tensorflow.python import no_op
|
||
|
|
from tensorflow.python import no_regularizer
|
||
|
|
from tensorflow.python import norm
|
||
|
|
from tensorflow.python import not_equal
|
||
|
|
from tensorflow.python import one_hot
|
||
|
|
from tensorflow.python import ones
|
||
|
|
from tensorflow.python import ones_like
|
||
|
|
from tensorflow.python import op_scope
|
||
|
|
from tensorflow.python import pad
|
||
|
|
from tensorflow.python import parallel_stack
|
||
|
|
from tensorflow.python import parse_example
|
||
|
|
from tensorflow.python import parse_single_example
|
||
|
|
from tensorflow.python import parse_single_sequence_example
|
||
|
|
from tensorflow.python import parse_tensor
|
||
|
|
from tensorflow.python import placeholder
|
||
|
|
from tensorflow.python import placeholder_with_default
|
||
|
|
from tensorflow.python import polygamma
|
||
|
|
from tensorflow.python import pow
|
||
|
|
from tensorflow.python import py_func
|
||
|
|
from tensorflow.python import qr
|
||
|
|
from tensorflow.python import quantize
|
||
|
|
from tensorflow.python import quantize_v2
|
||
|
|
from tensorflow.python import quantized_concat
|
||
|
|
from tensorflow.python import random_crop
|
||
|
|
from tensorflow.python import random_gamma
|
||
|
|
from tensorflow.python import random_normal
|
||
|
|
from tensorflow.python import random_poisson
|
||
|
|
from tensorflow.python import random_shuffle
|
||
|
|
from tensorflow.python import random_uniform
|
||
|
|
from tensorflow.python import range
|
||
|
|
from tensorflow.python import rank
|
||
|
|
from tensorflow.python import read_file
|
||
|
|
from tensorflow.python import real
|
||
|
|
from tensorflow.python import real_div as realdiv
|
||
|
|
from tensorflow.python import reciprocal
|
||
|
|
from tensorflow.python import reduce_all
|
||
|
|
from tensorflow.python import reduce_any
|
||
|
|
from tensorflow.python import reduce_join
|
||
|
|
from tensorflow.python import reduce_logsumexp
|
||
|
|
from tensorflow.python import reduce_max
|
||
|
|
from tensorflow.python import reduce_mean
|
||
|
|
from tensorflow.python import reduce_min
|
||
|
|
from tensorflow.python import reduce_prod
|
||
|
|
from tensorflow.python import reduce_sum
|
||
|
|
from tensorflow.python import regex_replace
|
||
|
|
from tensorflow.python import register_tensor_conversion_function
|
||
|
|
from tensorflow.python import report_uninitialized_variables
|
||
|
|
from tensorflow.python import required_space_to_batch_paddings
|
||
|
|
from tensorflow.python import reset_default_graph
|
||
|
|
from tensorflow.python import reshape
|
||
|
|
from tensorflow.python import reverse
|
||
|
|
from tensorflow.python import reverse as reverse_v2
|
||
|
|
from tensorflow.python import reverse_sequence
|
||
|
|
from tensorflow.python import rint
|
||
|
|
from tensorflow.python import round
|
||
|
|
from tensorflow.python import rsqrt
|
||
|
|
from tensorflow.python import saturate_cast
|
||
|
|
from tensorflow.python import scalar_mul
|
||
|
|
from tensorflow.python import scan
|
||
|
|
from tensorflow.python import scatter_add
|
||
|
|
from tensorflow.python import scatter_div
|
||
|
|
from tensorflow.python import scatter_max
|
||
|
|
from tensorflow.python import scatter_min
|
||
|
|
from tensorflow.python import scatter_mul
|
||
|
|
from tensorflow.python import scatter_nd
|
||
|
|
from tensorflow.python import scatter_nd_add
|
||
|
|
from tensorflow.python import scatter_nd_sub
|
||
|
|
from tensorflow.python import scatter_nd_update
|
||
|
|
from tensorflow.python import scatter_sub
|
||
|
|
from tensorflow.python import scatter_update
|
||
|
|
from tensorflow.python import segment_max
|
||
|
|
from tensorflow.python import segment_mean
|
||
|
|
from tensorflow.python import segment_min
|
||
|
|
from tensorflow.python import segment_prod
|
||
|
|
from tensorflow.python import segment_sum
|
||
|
|
from tensorflow.python import self_adjoint_eig
|
||
|
|
from tensorflow.python import self_adjoint_eigvals
|
||
|
|
from tensorflow.python import sequence_mask
|
||
|
|
from tensorflow.python import serialize_many_sparse
|
||
|
|
from tensorflow.python import serialize_sparse
|
||
|
|
from tensorflow.python import serialize_tensor
|
||
|
|
from tensorflow.python import set_random_seed
|
||
|
|
from tensorflow.python import setdiff1d
|
||
|
|
from tensorflow.python import shape
|
||
|
|
from tensorflow.python import shape_n
|
||
|
|
from tensorflow.python import sigmoid
|
||
|
|
from tensorflow.python import sign
|
||
|
|
from tensorflow.python import sin
|
||
|
|
from tensorflow.python import sinh
|
||
|
|
from tensorflow.python import size
|
||
|
|
from tensorflow.python import slice
|
||
|
|
from tensorflow.python import space_to_batch
|
||
|
|
from tensorflow.python import space_to_batch_nd
|
||
|
|
from tensorflow.python import space_to_depth
|
||
|
|
from tensorflow.python import sparse_add
|
||
|
|
from tensorflow.python import sparse_concat
|
||
|
|
from tensorflow.python import sparse_fill_empty_rows
|
||
|
|
from tensorflow.python import sparse_mask
|
||
|
|
from tensorflow.python import sparse_mat_mul as sparse_matmul
|
||
|
|
from tensorflow.python import sparse_maximum
|
||
|
|
from tensorflow.python import sparse_merge
|
||
|
|
from tensorflow.python import sparse_minimum
|
||
|
|
from tensorflow.python import sparse_placeholder
|
||
|
|
from tensorflow.python import sparse_reduce_max
|
||
|
|
from tensorflow.python import sparse_reduce_max_sparse
|
||
|
|
from tensorflow.python import sparse_reduce_sum
|
||
|
|
from tensorflow.python import sparse_reduce_sum_sparse
|
||
|
|
from tensorflow.python import sparse_reorder
|
||
|
|
from tensorflow.python import sparse_reset_shape
|
||
|
|
from tensorflow.python import sparse_reshape
|
||
|
|
from tensorflow.python import sparse_retain
|
||
|
|
from tensorflow.python import sparse_segment_mean
|
||
|
|
from tensorflow.python import sparse_segment_sqrt_n
|
||
|
|
from tensorflow.python import sparse_segment_sum
|
||
|
|
from tensorflow.python import sparse_slice
|
||
|
|
from tensorflow.python import sparse_softmax
|
||
|
|
from tensorflow.python import sparse_split
|
||
|
|
from tensorflow.python import sparse_tensor_dense_matmul
|
||
|
|
from tensorflow.python import sparse_tensor_to_dense
|
||
|
|
from tensorflow.python import sparse_to_dense
|
||
|
|
from tensorflow.python import sparse_to_indicator
|
||
|
|
from tensorflow.python import sparse_transpose
|
||
|
|
from tensorflow.python import split
|
||
|
|
from tensorflow.python import sqrt
|
||
|
|
from tensorflow.python import square
|
||
|
|
from tensorflow.python import squared_difference
|
||
|
|
from tensorflow.python import squeeze
|
||
|
|
from tensorflow.python import stack
|
||
|
|
from tensorflow.python import stop_gradient
|
||
|
|
from tensorflow.python import strided_slice
|
||
|
|
from tensorflow.python import string_join
|
||
|
|
from tensorflow.python import string_split
|
||
|
|
from tensorflow.python import string_strip
|
||
|
|
from tensorflow.python import string_to_hash_bucket
|
||
|
|
from tensorflow.python import string_to_hash_bucket_fast
|
||
|
|
from tensorflow.python import string_to_hash_bucket_strong
|
||
|
|
from tensorflow.python import string_to_number
|
||
|
|
from tensorflow.python import substr
|
||
|
|
from tensorflow.python import subtract
|
||
|
|
from tensorflow.python import svd
|
||
|
|
from tensorflow.python import tables_initializer
|
||
|
|
from tensorflow.python import tan
|
||
|
|
from tensorflow.python import tanh
|
||
|
|
from tensorflow.python import tensordot
|
||
|
|
from tensorflow.python import tile
|
||
|
|
from tensorflow.python import timestamp
|
||
|
|
from tensorflow.python import to_bfloat16
|
||
|
|
from tensorflow.python import to_complex128
|
||
|
|
from tensorflow.python import to_complex64
|
||
|
|
from tensorflow.python import to_double
|
||
|
|
from tensorflow.python import to_float
|
||
|
|
from tensorflow.python import to_int32
|
||
|
|
from tensorflow.python import to_int64
|
||
|
|
from tensorflow.python import trace
|
||
|
|
from tensorflow.python import trainable_variables
|
||
|
|
from tensorflow.python import transpose
|
||
|
|
from tensorflow.python import truediv
|
||
|
|
from tensorflow.python import truncate_div as truncatediv
|
||
|
|
from tensorflow.python import truncate_mod as truncatemod
|
||
|
|
from tensorflow.python import truncated_normal
|
||
|
|
from tensorflow.python import tuple
|
||
|
|
from tensorflow.python import unique
|
||
|
|
from tensorflow.python import unique_with_counts
|
||
|
|
from tensorflow.python import unravel_index
|
||
|
|
from tensorflow.python import unsorted_segment_max
|
||
|
|
from tensorflow.python import unsorted_segment_mean
|
||
|
|
from tensorflow.python import unsorted_segment_min
|
||
|
|
from tensorflow.python import unsorted_segment_prod
|
||
|
|
from tensorflow.python import unsorted_segment_sqrt_n
|
||
|
|
from tensorflow.python import unsorted_segment_sum
|
||
|
|
from tensorflow.python import unstack
|
||
|
|
from tensorflow.python import variable_axis_size_partitioner
|
||
|
|
from tensorflow.python import variable_op_scope
|
||
|
|
from tensorflow.python import variable_scope
|
||
|
|
from tensorflow.python import variables_initializer
|
||
|
|
from tensorflow.python import verify_tensor_all_finite
|
||
|
|
from tensorflow.python import where
|
||
|
|
from tensorflow.python import while_loop
|
||
|
|
from tensorflow.python import write_file
|
||
|
|
from tensorflow.python import zeros
|
||
|
|
from tensorflow.python import zeros_like
|
||
|
|
from tensorflow.python import zeta
|
||
|
|
from tensorflow.python.framework.dtypes import QUANTIZED_DTYPES
|
||
|
|
from tensorflow.python.framework.dtypes import bfloat16
|
||
|
|
from tensorflow.python.framework.dtypes import bool
|
||
|
|
from tensorflow.python.framework.dtypes import complex128
|
||
|
|
from tensorflow.python.framework.dtypes import complex64
|
||
|
|
from tensorflow.python.framework.dtypes import double
|
||
|
|
from tensorflow.python.framework.dtypes import float16
|
||
|
|
from tensorflow.python.framework.dtypes import float32
|
||
|
|
from tensorflow.python.framework.dtypes import float64
|
||
|
|
from tensorflow.python.framework.dtypes import half
|
||
|
|
from tensorflow.python.framework.dtypes import int16
|
||
|
|
from tensorflow.python.framework.dtypes import int32
|
||
|
|
from tensorflow.python.framework.dtypes import int64
|
||
|
|
from tensorflow.python.framework.dtypes import int8
|
||
|
|
from tensorflow.python.framework.dtypes import qint16
|
||
|
|
from tensorflow.python.framework.dtypes import qint32
|
||
|
|
from tensorflow.python.framework.dtypes import qint8
|
||
|
|
from tensorflow.python.framework.dtypes import quint16
|
||
|
|
from tensorflow.python.framework.dtypes import quint8
|
||
|
|
from tensorflow.python.framework.dtypes import resource
|
||
|
|
from tensorflow.python.framework.dtypes import string
|
||
|
|
from tensorflow.python.framework.dtypes import uint16
|
||
|
|
from tensorflow.python.framework.dtypes import uint32
|
||
|
|
from tensorflow.python.framework.dtypes import uint64
|
||
|
|
from tensorflow.python.framework.dtypes import uint8
|
||
|
|
from tensorflow.python.framework.dtypes import variant
|
||
|
|
from tensorflow.python.framework.versions import COMPILER_VERSION
|
||
|
|
from tensorflow.python.framework.versions import COMPILER_VERSION as __compiler_version__
|
||
|
|
from tensorflow.python.framework.versions import CXX11_ABI_FLAG
|
||
|
|
from tensorflow.python.framework.versions import CXX11_ABI_FLAG as __cxx11_abi_flag__
|
||
|
|
from tensorflow.python.framework.versions import GIT_VERSION
|
||
|
|
from tensorflow.python.framework.versions import GIT_VERSION as __git_version__
|
||
|
|
from tensorflow.python.framework.versions import GRAPH_DEF_VERSION
|
||
|
|
from tensorflow.python.framework.versions import GRAPH_DEF_VERSION_MIN_CONSUMER
|
||
|
|
from tensorflow.python.framework.versions import GRAPH_DEF_VERSION_MIN_PRODUCER
|
||
|
|
from tensorflow.python.framework.versions import MONOLITHIC_BUILD
|
||
|
|
from tensorflow.python.framework.versions import MONOLITHIC_BUILD as __monolithic_build__
|
||
|
|
from tensorflow.python.framework.versions import VERSION
|
||
|
|
from tensorflow.python.framework.versions import VERSION as __version__
|
||
|
|
from tensorflow.python.ops.array_ops import newaxis
|
||
|
|
from tensorflow.python.ops.variable_scope import AUTO_REUSE
|
||
|
|
_names_with_underscore = ['__version__', '__git_version__', '__compiler_version__', '__cxx11_abi_flag__', '__monolithic_build__']
|
||
|
|
__all__ = [_s for _s in dir() if not _s.startswith('_')]
|
||
|
|
__all__.extend([_s for _s in _names_with_underscore])
|
||
|
|
__all__.remove('print_function')
|
||
|
|
|
||
|
|
|
||
|
|
from tensorflow.python.util.lazy_loader import LazyLoader # pylint: disable=g-import-not-at-top
|
||
|
|
contrib = LazyLoader('contrib', globals(), 'tensorflow.contrib')
|
||
|
|
del LazyLoader
|
||
|
|
|
||
|
|
from tensorflow.python.platform import flags # pylint: disable=g-import-not-at-top
|
||
|
|
app.flags = flags # pylint: disable=undefined-variable
|
||
|
|
|
||
|
|
del absolute_import
|
||
|
|
del division
|
||
|
|
del print_function
|
||
|
|
|
||
|
|
# These symbols appear because we import the python package which
|
||
|
|
# in turn imports from tensorflow.core and tensorflow.python. They
|
||
|
|
# must come from this module. So python adds these symbols for the
|
||
|
|
# resolution to succeed.
|
||
|
|
# pylint: disable=undefined-variable
|
||
|
|
del python
|
||
|
|
del core
|
||
|
|
# pylint: enable=undefined-variable
|