TensorFlow Python
TensorFlow Python
  1. Guides
    1. Asserts and boolean checks
    2. BayesFlow Entropy
    3. BayesFlow Monte Carlo
    4. BayesFlow Stochastic Graph
    5. BayesFlow Stochastic Tensors
    6. BayesFlow Variational Inference
    7. Building Graphs
    8. Constants, Sequences, and Random Values
    9. Control Flow
    10. Copying Graph Elements
    11. CRF
    12. Data IO
    13. FFmpeg
    14. Framework
    15. Graph Editor
    16. Higher Order Functions
    17. Histograms
    18. Images
    19. Inputs and Readers
    20. Integrate
    21. Layers
    22. Learn
    23. Linear Algebra
    24. Losses
    25. Math
    26. Metrics
    27. Neural Network
    28. Optimization
    29. Random variable transformations
    30. RNN and Cells
    31. Running Graphs
    32. Seq2seq Library
    33. Sparse Tensors
    34. Spectral Functions
    35. Statistical Distributions
    36. Strings
    37. Summary Operations
    38. Tensor Handle Operations
    39. Tensor Transformations
    40. Testing
    41. Training
    42. Training
    43. Utilities
    44. Variables
    45. Wraps python functions
  2. Index
    1. index
  3. tf
    1. Module: tf
    2. tf.abs
    3. tf.accumulate_n
    4. tf.acos
    5. tf.add
    6. tf.add_check_numerics_ops
    7. tf.add_n
    8. tf.add_to_collection
    9. tf.AggregationMethod
    10. tf.all_variables
    11. tf.arg_max
    12. tf.arg_min
    13. tf.argmax
    14. tf.argmin
    15. tf.as_dtype
    16. tf.as_string
    17. tf.asin
    18. tf.Assert
    19. tf.assert_equal
    20. tf.assert_greater
    21. tf.assert_greater_equal
    22. tf.assert_integer
    23. tf.assert_less
    24. tf.assert_less_equal
    25. tf.assert_negative
    26. tf.assert_non_negative
    27. tf.assert_non_positive
    28. tf.assert_none_equal
    29. tf.assert_positive
    30. tf.assert_proper_iterable
    31. tf.assert_rank
    32. tf.assert_rank_at_least
    33. tf.assert_same_float_dtype
    34. tf.assert_scalar
    35. tf.assert_type
    36. tf.assert_variables_initialized
    37. tf.assign
    38. tf.assign_add
    39. tf.assign_sub
    40. tf.atan
    41. tf.atan2
    42. tf.AttrValue
    43. tf.AttrValue.ListValue
    44. tf.batch_to_space
    45. tf.batch_to_space_nd
    46. tf.betainc
    47. tf.bincount
    48. tf.bitcast
    49. tf.boolean_mask
    50. tf.broadcast_dynamic_shape
    51. tf.broadcast_static_shape
    52. tf.case
    53. tf.cast
    54. tf.ceil
    55. tf.check_numerics
    56. tf.cholesky
    57. tf.cholesky_solve
    58. tf.clip_by_average_norm
    59. tf.clip_by_global_norm
    60. tf.clip_by_norm
    61. tf.clip_by_value
    62. tf.complex
    63. tf.concat
    64. tf.cond
    65. tf.ConditionalAccumulator
    66. tf.ConditionalAccumulatorBase
    67. tf.ConfigProto
    68. tf.ConfigProto.DeviceCountEntry
    69. tf.confusion_matrix
    70. tf.conj
    71. tf.constant
    72. tf.constant_initializer
    73. tf.container
    74. tf.control_dependencies
    75. tf.convert_to_tensor
    76. tf.convert_to_tensor_or_indexed_slices
    77. tf.convert_to_tensor_or_sparse_tensor
    78. tf.cos
    79. tf.count_nonzero
    80. tf.count_up_to
    81. tf.create_partitioned_variables
    82. tf.cross
    83. tf.cumprod
    84. tf.cumsum
    85. tf.decode_base64
    86. tf.decode_csv
    87. tf.decode_json_example
    88. tf.decode_raw
    89. tf.delete_session_tensor
    90. tf.depth_to_space
    91. tf.dequantize
    92. tf.deserialize_many_sparse
    93. tf.device
    94. tf.DeviceSpec
    95. tf.diag
    96. tf.diag_part
    97. tf.digamma
    98. tf.Dimension
    99. tf.div
    100. tf.divide
    101. tf.DType
    102. tf.dynamic_partition
    103. tf.dynamic_stitch
    104. tf.edit_distance
    105. tf.einsum
    106. tf.encode_base64
    107. tf.equal
    108. tf.erf
    109. tf.erfc
    110. tf.Event
    111. tf.exp
    112. tf.expand_dims
    113. tf.expm1
    114. tf.extract_image_patches
    115. tf.eye
    116. tf.fake_quant_with_min_max_args
    117. tf.fake_quant_with_min_max_args_gradient
    118. tf.fake_quant_with_min_max_vars
    119. tf.fake_quant_with_min_max_vars_gradient
    120. tf.fake_quant_with_min_max_vars_per_channel
    121. tf.fake_quant_with_min_max_vars_per_channel_gradient
    122. tf.fft
    123. tf.fft2d
    124. tf.fft3d
    125. tf.FIFOQueue
    126. tf.fill
    127. tf.fixed_size_partitioner
    128. tf.FixedLenFeature
    129. tf.FixedLengthRecordReader
    130. tf.FixedLenSequenceFeature
    131. tf.floor
    132. tf.floor_div
    133. tf.floordiv
    134. tf.floormod
    135. tf.foldl
    136. tf.foldr
    137. tf.gather
    138. tf.gather_nd
    139. tf.get_collection
    140. tf.get_collection_ref
    141. tf.get_default_graph
    142. tf.get_default_session
    143. tf.get_local_variable
    144. tf.get_seed
    145. tf.get_session_handle
    146. tf.get_session_tensor
    147. tf.get_variable
    148. tf.get_variable_scope
    149. tf.global_norm
    150. tf.global_variables
    151. tf.global_variables_initializer
    152. tf.GPUOptions
    153. tf.gradients
    154. tf.Graph
    155. tf.GraphDef
    156. tf.GraphKeys
    157. tf.GraphOptions
    158. tf.greater
    159. tf.greater_equal
    160. tf.group
    161. tf.hessians
    162. tf.histogram_fixed_width
    163. tf.HistogramProto
    164. tf.identity
    165. tf.IdentityReader
    166. tf.ifft
    167. tf.ifft2d
    168. tf.ifft3d
    169. tf.igamma
    170. tf.igammac
    171. tf.imag
    172. tf.import_graph_def
    173. tf.IndexedSlices
    174. tf.initialize_all_tables
    175. tf.initialize_all_variables
    176. tf.initialize_local_variables
    177. tf.initialize_variables
    178. tf.InteractiveSession
    179. tf.invert_permutation
    180. tf.is_finite
    181. tf.is_inf
    182. tf.is_nan
    183. tf.is_non_decreasing
    184. tf.is_numeric_tensor
    185. tf.is_strictly_increasing
    186. tf.is_variable_initialized
    187. tf.lbeta
    188. tf.less
    189. tf.less_equal
    190. tf.lgamma
    191. tf.lin_space
    192. tf.load_file_system_library
    193. tf.load_op_library
    194. tf.local_variables
    195. tf.local_variables_initializer
    196. tf.log
    197. tf.log_sigmoid
    198. tf.log1p
    199. tf.logical_and
    200. tf.logical_not
    201. tf.logical_or
    202. tf.logical_xor
    203. tf.LogMessage
    204. tf.make_ndarray
    205. tf.make_template
    206. tf.make_tensor_proto
    207. tf.map_fn
    208. tf.matching_files
    209. tf.matmul
    210. tf.matrix_band_part
    211. tf.matrix_determinant
    212. tf.matrix_diag
    213. tf.matrix_diag_part
    214. tf.matrix_inverse
    215. tf.matrix_set_diag
    216. tf.matrix_solve
    217. tf.matrix_solve_ls
    218. tf.matrix_transpose
    219. tf.matrix_triangular_solve
    220. tf.maximum
    221. tf.meshgrid
    222. tf.MetaGraphDef
    223. tf.MetaGraphDef.CollectionDefEntry
    224. tf.MetaGraphDef.MetaInfoDef
    225. tf.MetaGraphDef.SignatureDefEntry
    226. tf.min_max_variable_partitioner
    227. tf.minimum
    228. tf.model_variables
    229. tf.moving_average_variables
    230. tf.multinomial
    231. tf.multiply
    232. tf.name_scope
    233. tf.NameAttrList
    234. tf.NameAttrList.AttrEntry
    235. tf.negative
    236. tf.no_op
    237. tf.no_regularizer
    238. tf.NodeDef
    239. tf.NodeDef.AttrEntry
    240. tf.NoGradient
    241. tf.norm
    242. tf.not_equal
    243. tf.one_hot
    244. tf.ones
    245. tf.ones_initializer
    246. tf.ones_like
    247. tf.op_scope
    248. tf.Operation
    249. tf.OpError
    250. tf.OptimizerOptions
    251. tf.orthogonal_initializer
    252. tf.pad
    253. tf.PaddingFIFOQueue
    254. tf.parallel_stack
    255. tf.parse_example
    256. tf.parse_single_example
    257. tf.parse_single_sequence_example
    258. tf.parse_tensor
    259. tf.placeholder
    260. tf.placeholder_with_default
    261. tf.polygamma
    262. tf.pow
    263. tf.Print
    264. tf.PriorityQueue
    265. tf.py_func
    266. tf.qr
    267. tf.quantize_v2
    268. tf.quantized_concat
    269. tf.QueueBase
    270. tf.random_crop
    271. tf.random_gamma
    272. tf.random_normal
    273. tf.random_normal_initializer
    274. tf.random_poisson
    275. tf.random_shuffle
    276. tf.random_uniform
    277. tf.random_uniform_initializer
    278. tf.RandomShuffleQueue
    279. tf.range
    280. tf.rank
    281. tf.read_file
    282. tf.ReaderBase
    283. tf.real
    284. tf.realdiv
    285. tf.reciprocal
    286. tf.reduce_all
    287. tf.reduce_any
    288. tf.reduce_join
    289. tf.reduce_logsumexp
    290. tf.reduce_max
    291. tf.reduce_mean
    292. tf.reduce_min
    293. tf.reduce_prod
    294. tf.reduce_sum
    295. tf.register_tensor_conversion_function
    296. tf.RegisterGradient
    297. tf.report_uninitialized_variables
    298. tf.required_space_to_batch_paddings
    299. tf.reset_default_graph
    300. tf.reshape
    301. tf.reverse
    302. tf.reverse_sequence
    303. tf.reverse_v2
    304. tf.rint
    305. tf.round
    306. tf.rsqrt
    307. tf.RunMetadata
    308. tf.RunOptions
    309. tf.saturate_cast
    310. tf.scalar_mul
    311. tf.scan
    312. tf.scatter_add
    313. tf.scatter_div
    314. tf.scatter_mul
    315. tf.scatter_nd
    316. tf.scatter_nd_add
    317. tf.scatter_nd_sub
    318. tf.scatter_nd_update
    319. tf.scatter_sub
    320. tf.scatter_update
    321. tf.segment_max
    322. tf.segment_mean
    323. tf.segment_min
    324. tf.segment_prod
    325. tf.segment_sum
    326. tf.self_adjoint_eig
    327. tf.self_adjoint_eigvals
    328. tf.sequence_mask
    329. tf.serialize_many_sparse
    330. tf.serialize_sparse
    331. tf.Session
    332. tf.SessionLog
    333. tf.set_random_seed
    334. tf.setdiff1d
    335. tf.shape
    336. tf.shape_n
    337. tf.sigmoid
    338. tf.sign
    339. tf.sin
    340. tf.size
    341. tf.slice
    342. tf.space_to_batch
    343. tf.space_to_batch_nd
    344. tf.space_to_depth
    345. tf.sparse_add
    346. tf.sparse_concat
    347. tf.sparse_fill_empty_rows
    348. tf.sparse_mask
    349. tf.sparse_matmul
    350. tf.sparse_maximum
    351. tf.sparse_merge
    352. tf.sparse_minimum
    353. tf.sparse_placeholder
    354. tf.sparse_reduce_sum
    355. tf.sparse_reduce_sum_sparse
    356. tf.sparse_reorder
    357. tf.sparse_reset_shape
    358. tf.sparse_reshape
    359. tf.sparse_retain
    360. tf.sparse_segment_mean
    361. tf.sparse_segment_sqrt_n
    362. tf.sparse_segment_sum
    363. tf.sparse_softmax
    364. tf.sparse_split
    365. tf.sparse_tensor_dense_matmul
    366. tf.sparse_tensor_to_dense
    367. tf.sparse_to_dense
    368. tf.sparse_to_indicator
    369. tf.sparse_transpose
    370. tf.SparseConditionalAccumulator
    371. tf.SparseFeature
    372. tf.SparseTensor
    373. tf.SparseTensorValue
    374. tf.split
    375. tf.sqrt
    376. tf.square
    377. tf.squared_difference
    378. tf.squeeze
    379. tf.stack
    380. tf.stop_gradient
    381. tf.strided_slice
    382. tf.string_join
    383. tf.string_split
    384. tf.string_to_hash_bucket
    385. tf.string_to_hash_bucket_fast
    386. tf.string_to_hash_bucket_strong
    387. tf.string_to_number
    388. tf.substr
    389. tf.subtract
    390. tf.Summary
      1. tf.summary.FileWriter
      2. tf.summary.FileWriterCache
      3. tf.summary.get_summary_description
      4. tf.summary.histogram
      5. tf.summary.merge
      6. tf.summary.merge_all
      7. tf.summary.scalar
      8. tf.summary.SummaryDescription
      9. tf.summary.TaggedRunMetadata
      10. tf.summary.tensor_summary
      11. tf.summary.text
    391. tf.Summary.Audio
    392. tf.Summary.Image
    393. tf.Summary.Value
    394. tf.svd
    395. tf.tables_initializer
    396. tf.tan
    397. tf.tanh
    398. tf.Tensor
    399. tf.TensorArray
    400. tf.tensordot
    401. tf.TensorInfo
    402. tf.TensorShape
    403. tf.TextLineReader
    404. tf.TFRecordReader
    405. tf.tile
    406. tf.to_bfloat16
    407. tf.to_double
    408. tf.to_float
    409. tf.to_int32
    410. tf.to_int64
    411. tf.trace
    412. tf.trainable_variables
    413. tf.transpose
    414. tf.truediv
    415. tf.truncated_normal
    416. tf.truncated_normal_initializer
    417. tf.truncatediv
    418. tf.truncatemod
    419. tf.tuple
    420. tf.uniform_unit_scaling_initializer
    421. tf.unique
    422. tf.unique_with_counts
    423. tf.unsorted_segment_max
    424. tf.unsorted_segment_sum
    425. tf.unstack
    426. tf.Variable
    427. tf.variable_axis_size_partitioner
    428. tf.variable_op_scope
    429. tf.variable_scope
    430. tf.Variable.SaveSliceInfo
    431. tf.variables_initializer
    432. tf.VariableScope
    433. tf.VarLenFeature
    434. tf.verify_tensor_all_finite
    435. tf.where
    436. tf.while_loop
    437. tf.WholeFileReader
    438. tf.write_file
    439. tf.zeros
    440. tf.zeros_initializer
    441. tf.zeros_like
    442. tf.zeta
  4. tf.app
    1. Module: tf.app
    2. tf.app.run
  5. tf.compat
    1. Module: tf.compat
    2. tf.compat.as_bytes
    3. tf.compat.as_str_any
    4. tf.compat.as_text
  6. tf.contrib
    1. contrib.bayesflow.entropy.elbo_ratio
    2. contrib.bayesflow.entropy.entropy_shannon
    3. contrib.bayesflow.entropy.renyi_alpha
    4. contrib.bayesflow.entropy.renyi_ratio
    5. contrib.bayesflow.monte_carlo.expectation
    6. contrib.bayesflow.monte_carlo.expectation_importance_sampler
    7. contrib.bayesflow.monte_carlo.expectation_importance_sampler_logspace
    8. contrib.bayesflow.stochastic_graph.surrogate_loss
    9. contrib.bayesflow.stochastic_tensor.BaseStochasticTensor
    10. contrib.bayesflow.stochastic_tensor.get_current_value_type
    11. contrib.bayesflow.stochastic_tensor.MeanValue
    12. contrib.bayesflow.stochastic_tensor.ObservedStochasticTensor
    13. contrib.bayesflow.stochastic_tensor.SampleValue
    14. contrib.bayesflow.stochastic_tensor.StochasticTensor
    15. contrib.bayesflow.stochastic_tensor.value_type
    16. contrib.bayesflow.variational_inference.elbo
    17. contrib.bayesflow.variational_inference.elbo_with_log_joint
    18. contrib.bayesflow.variational_inference.ELBOForms
    19. contrib.bayesflow.variational_inference.register_prior
    20. contrib.cloud.BigQueryReader
    21. contrib.copy_graph.copy_op_to_graph
    22. contrib.copy_graph.copy_variable_to_graph
    23. contrib.copy_graph.get_copied_op
    24. contrib.crf.crf_binary_score
    25. contrib.crf.crf_log_likelihood
    26. contrib.crf.crf_log_norm
    27. contrib.crf.crf_sequence_score
    28. contrib.crf.crf_unary_score
    29. contrib.crf.CrfForwardRnnCell
    30. contrib.crf.viterbi_decode
    31. contrib.cudnn_rnn.CudnnGRU
    32. contrib.cudnn_rnn.CudnnLSTM
    33. contrib.cudnn_rnn.CudnnRNNRelu
    34. contrib.cudnn_rnn.CudnnRNNTanh
    35. contrib.cudnn_rnn.RNNParamsSaveable
    36. contrib.data.Dataset
    37. contrib.data.FixedLengthRecordDataset
    38. contrib.data.Iterator
    39. contrib.data.read_batch_features
    40. contrib.data.rejection_resample
    41. contrib.data.TextLineDataset
    42. contrib.data.TFRecordDataset
    43. contrib.deprecated.audio_summary
    44. contrib.deprecated.histogram_summary
    45. contrib.deprecated.image_summary
    46. contrib.deprecated.merge_all_summaries
    47. contrib.deprecated.merge_summary
    48. contrib.deprecated.scalar_summary
    49. contrib.distributions.Bernoulli
    50. contrib.distributions.BernoulliWithSigmoidProbs
    51. contrib.distributions.Beta
    52. contrib.distributions.BetaWithSoftplusConcentration
    53. contrib.distributions.bijectors.Affine
    54. contrib.distributions.bijectors.AffineLinearOperator
    55. contrib.distributions.bijectors.Bijector
    56. contrib.distributions.bijectors.Chain
    57. contrib.distributions.bijectors.CholeskyOuterProduct
    58. contrib.distributions.bijectors.ConditionalBijector
    59. contrib.distributions.bijectors.Exp
    60. contrib.distributions.bijectors.Identity
    61. contrib.distributions.bijectors.Inline
    62. contrib.distributions.bijectors.Invert
    63. contrib.distributions.bijectors.PowerTransform
    64. contrib.distributions.bijectors.Sigmoid
    65. contrib.distributions.bijectors.SigmoidCentered
    66. contrib.distributions.bijectors.SoftmaxCentered
    67. contrib.distributions.bijectors.Softplus
    68. contrib.distributions.Binomial
    69. contrib.distributions.Categorical
    70. contrib.distributions.Chi2
    71. contrib.distributions.Chi2WithAbsDf
    72. contrib.distributions.ConditionalDistribution
    73. contrib.distributions.ConditionalTransformedDistribution
    74. contrib.distributions.Deterministic
    75. contrib.distributions.Dirichlet
    76. contrib.distributions.DirichletMultinomial
    77. contrib.distributions.Distribution
    78. contrib.distributions.Exponential
    79. contrib.distributions.ExponentialWithSoftplusRate
    80. contrib.distributions.ExpRelaxedOneHotCategorical
    81. contrib.distributions.Gamma
    82. contrib.distributions.GammaWithSoftplusConcentrationRate
    83. contrib.distributions.Geometric
    84. contrib.distributions.InverseGamma
    85. contrib.distributions.InverseGammaWithSoftplusConcentrationRate
    86. contrib.distributions.kl_divergence
    87. contrib.distributions.Laplace
    88. contrib.distributions.LaplaceWithSoftplusScale
    89. contrib.distributions.Logistic
    90. contrib.distributions.matrix_diag_transform
    91. contrib.distributions.Mixture
    92. contrib.distributions.Multinomial
    93. contrib.distributions.MultivariateNormalDiag
    94. contrib.distributions.MultivariateNormalDiagPlusLowRank
    95. contrib.distributions.MultivariateNormalDiagWithSoftplusScale
    96. contrib.distributions.MultivariateNormalFullCovariance
    97. contrib.distributions.MultivariateNormalTriL
    98. contrib.distributions.NegativeBinomial
    99. contrib.distributions.Normal
    100. contrib.distributions.normal_conjugates_known_scale_posterior
    101. contrib.distributions.normal_conjugates_known_scale_predictive
    102. contrib.distributions.NormalWithSoftplusScale
    103. contrib.distributions.OneHotCategorical
    104. contrib.distributions.percentile
    105. contrib.distributions.Poisson
    106. contrib.distributions.QuantizedDistribution
    107. contrib.distributions.RegisterKL
    108. contrib.distributions.RelaxedBernoulli
    109. contrib.distributions.RelaxedOneHotCategorical
    110. contrib.distributions.ReparameterizationType
    111. contrib.distributions.softplus_inverse
    112. contrib.distributions.StudentT
    113. contrib.distributions.StudentTWithAbsDfSoftplusScale
    114. contrib.distributions.TransformedDistribution
    115. contrib.distributions.Uniform
    116. contrib.distributions.VectorDeterministic
    117. contrib.distributions.VectorLaplaceDiag
    118. contrib.distributions.WishartCholesky
    119. contrib.distributions.WishartFull
    120. contrib.ffmpeg.decode_audio
    121. contrib.ffmpeg.encode_audio
    122. contrib.framework.add_arg_scope
    123. contrib.framework.add_model_variable
    124. contrib.framework.arg_scope
    125. contrib.framework.arg_scoped_arguments
    126. contrib.framework.assert_global_step
    127. contrib.framework.assert_or_get_global_step
    128. contrib.framework.assert_scalar_int
    129. contrib.framework.assign_from_checkpoint
    130. contrib.framework.assign_from_checkpoint_fn
    131. contrib.framework.assign_from_values
    132. contrib.framework.assign_from_values_fn
    133. contrib.framework.create_global_step
    134. contrib.framework.deprecated
    135. contrib.framework.deprecated_arg_values
    136. contrib.framework.deprecated_args
    137. contrib.framework.filter_variables
    138. contrib.framework.get_global_step
    139. contrib.framework.get_graph_from_inputs
    140. contrib.framework.get_local_variables
    141. contrib.framework.get_model_variables
    142. contrib.framework.get_name_scope
    143. contrib.framework.get_or_create_global_step
    144. contrib.framework.get_trainable_variables
    145. contrib.framework.get_unique_variable
    146. contrib.framework.get_variable_full_name
    147. contrib.framework.get_variables
    148. contrib.framework.get_variables_by_name
    149. contrib.framework.get_variables_by_suffix
    150. contrib.framework.get_variables_to_restore
    151. contrib.framework.has_arg_scope
    152. contrib.framework.init_from_checkpoint
    153. contrib.framework.is_tensor
    154. contrib.framework.list_variables
    155. contrib.framework.load_checkpoint
    156. contrib.framework.load_variable
    157. contrib.framework.local_variable
    158. contrib.framework.model_variable
    159. contrib.framework.prepend_name_scope
    160. contrib.framework.reduce_sum_n
    161. contrib.framework.remove_squeezable_dimensions
    162. contrib.framework.strip_name_scope
    163. contrib.framework.variable
    164. contrib.framework.VariableDeviceChooser
    165. contrib.framework.with_same_shape
    166. contrib.framework.with_shape
    167. contrib.framework.zero_initializer
    168. contrib.graph_editor.add_control_inputs
    169. contrib.graph_editor.assign_renamed_collections_handler
    170. contrib.graph_editor.bypass
    171. contrib.graph_editor.can_be_regex
    172. contrib.graph_editor.check_cios
    173. contrib.graph_editor.compute_boundary_ts
    174. contrib.graph_editor.connect
    175. contrib.graph_editor.ControlOutputs
    176. contrib.graph_editor.copy
    177. contrib.graph_editor.copy_op_handler
    178. contrib.graph_editor.copy_with_input_replacements
    179. contrib.graph_editor.detach
    180. contrib.graph_editor.detach_control_inputs
    181. contrib.graph_editor.detach_control_outputs
    182. contrib.graph_editor.detach_inputs
    183. contrib.graph_editor.detach_outputs
    184. contrib.graph_editor.filter_ops
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    706. contrib.linalg.LinearOperatorFullMatrix
    707. contrib.linalg.LinearOperatorIdentity
    708. contrib.linalg.LinearOperatorScaledIdentity
    709. contrib.linalg.LinearOperatorTriL
    710. contrib.linalg.LinearOperatorUDVHUpdate
    711. contrib.linear_optimizer.SdcaModel
    712. contrib.linear_optimizer.SDCAOptimizer
    713. contrib.linear_optimizer.SparseFeatureColumn
    714. contrib.lookup.HasherSpec
    715. contrib.lookup.HashTable
    716. contrib.lookup.IdTableWithHashBuckets
    717. contrib.lookup.index_table_from_file
    718. contrib.lookup.index_table_from_tensor
    719. contrib.lookup.index_to_string
    720. contrib.lookup.index_to_string_table_from_file
    721. contrib.lookup.index_to_string_table_from_tensor
    722. contrib.lookup.InitializableLookupTableBase
    723. contrib.lookup.KeyValueTensorInitializer
    724. contrib.lookup.LookupInterface
    725. contrib.lookup.MutableDenseHashTable
    726. contrib.lookup.MutableHashTable
    727. contrib.lookup.string_to_index
    728. contrib.lookup.string_to_index_table_from_file
    729. contrib.lookup.string_to_index_table_from_tensor
    730. contrib.lookup.StrongHashSpec
    731. contrib.lookup.TableInitializerBase
    732. contrib.lookup.TextFileIdTableInitializer
    733. contrib.lookup.TextFileIndex
    734. contrib.lookup.TextFileInitializer
    735. contrib.lookup.TextFileStringTableInitializer
    736. contrib.losses.absolute_difference
    737. contrib.losses.add_loss
    738. contrib.losses.compute_weighted_loss
    739. contrib.losses.cosine_distance
    740. contrib.losses.get_losses
    741. contrib.losses.get_regularization_losses
    742. contrib.losses.get_total_loss
    743. contrib.losses.hinge_loss
    744. contrib.losses.log_loss
    745. contrib.losses.mean_pairwise_squared_error
    746. contrib.losses.mean_squared_error
    747. contrib.losses.sigmoid_cross_entropy
    748. contrib.losses.softmax_cross_entropy
    749. contrib.losses.sparse_softmax_cross_entropy
    750. contrib.memory_stats.BytesLimit
    751. contrib.memory_stats.MaxBytesInUse
    752. contrib.metrics.accuracy
    753. contrib.metrics.aggregate_metric_map
    754. contrib.metrics.aggregate_metrics
    755. contrib.metrics.auc_using_histogram
    756. contrib.metrics.confusion_matrix
    757. contrib.metrics.streaming_accuracy
    758. contrib.metrics.streaming_auc
    759. contrib.metrics.streaming_concat
    760. contrib.metrics.streaming_covariance
    761. contrib.metrics.streaming_false_negatives
    762. contrib.metrics.streaming_false_negatives_at_thresholds
    763. contrib.metrics.streaming_false_positives
    764. contrib.metrics.streaming_false_positives_at_thresholds
    765. contrib.metrics.streaming_mean
    766. contrib.metrics.streaming_mean_absolute_error
    767. contrib.metrics.streaming_mean_cosine_distance
    768. contrib.metrics.streaming_mean_iou
    769. contrib.metrics.streaming_mean_relative_error
    770. contrib.metrics.streaming_mean_squared_error
    771. contrib.metrics.streaming_mean_tensor
    772. contrib.metrics.streaming_pearson_correlation
    773. contrib.metrics.streaming_percentage_less
    774. contrib.metrics.streaming_precision
    775. contrib.metrics.streaming_precision_at_thresholds
    776. contrib.metrics.streaming_recall
    777. contrib.metrics.streaming_recall_at_k
    778. contrib.metrics.streaming_recall_at_thresholds
    779. contrib.metrics.streaming_root_mean_squared_error
    780. contrib.metrics.streaming_sensitivity_at_specificity
    781. contrib.metrics.streaming_sparse_average_precision_at_k
    782. contrib.metrics.streaming_sparse_average_precision_at_top_k
    783. contrib.metrics.streaming_sparse_precision_at_k
    784. contrib.metrics.streaming_sparse_precision_at_top_k
    785. contrib.metrics.streaming_sparse_recall_at_k
    786. contrib.metrics.streaming_specificity_at_sensitivity
    787. contrib.metrics.streaming_true_negatives
    788. contrib.metrics.streaming_true_negatives_at_thresholds
    789. contrib.metrics.streaming_true_positives
    790. contrib.metrics.streaming_true_positives_at_thresholds
    791. contrib.nccl.all_max
    792. contrib.nccl.all_min
    793. contrib.nccl.all_prod
    794. contrib.nccl.all_sum
    795. contrib.nccl.broadcast
    796. contrib.nn.deprecated_flipped_sigmoid_cross_entropy_with_logits
    797. contrib.nn.deprecated_flipped_softmax_cross_entropy_with_logits
    798. contrib.nn.deprecated_flipped_sparse_softmax_cross_entropy_with_logits
    799. contrib.opt.DropStaleGradientOptimizer
    800. contrib.opt.ExternalOptimizerInterface
    801. contrib.opt.LazyAdamOptimizer
    802. contrib.opt.MovingAverageOptimizer
    803. contrib.opt.NadamOptimizer
    804. contrib.opt.ScipyOptimizerInterface
    805. contrib.opt.VariableClippingOptimizer
    806. contrib.rnn.AttentionCellWrapper
    807. contrib.rnn.BasicLSTMCell
    808. contrib.rnn.BasicRNNCell
    809. contrib.rnn.BidirectionalGridLSTMCell
    810. contrib.rnn.CompiledWrapper
    811. contrib.rnn.CoupledInputForgetGateLSTMCell
    812. contrib.rnn.DeviceWrapper
    813. contrib.rnn.DropoutWrapper
    814. contrib.rnn.EmbeddingWrapper
    815. contrib.rnn.FusedRNNCell
    816. contrib.rnn.FusedRNNCellAdaptor
    817. contrib.rnn.GLSTMCell
    818. contrib.rnn.GridLSTMCell
    819. contrib.rnn.GRUBlockCell
    820. contrib.rnn.GRUCell
    821. contrib.rnn.HighwayWrapper
    822. contrib.rnn.InputProjectionWrapper
    823. contrib.rnn.IntersectionRNNCell
    824. contrib.rnn.LayerNormBasicLSTMCell
    825. contrib.rnn.LSTMBlockCell
    826. contrib.rnn.LSTMBlockFusedCell
    827. contrib.rnn.LSTMBlockWrapper
    828. contrib.rnn.LSTMCell
    829. contrib.rnn.LSTMStateTuple
    830. contrib.rnn.MultiRNNCell
    831. contrib.rnn.NASCell
    832. contrib.rnn.OutputProjectionWrapper
    833. contrib.rnn.PhasedLSTMCell
    834. contrib.rnn.ResidualWrapper
    835. contrib.rnn.RNNCell
    836. contrib.rnn.stack_bidirectional_dynamic_rnn
    837. contrib.rnn.stack_bidirectional_rnn
    838. contrib.rnn.TimeFreqLSTMCell
    839. contrib.rnn.TimeReversedFusedRNN
    840. contrib.rnn.UGRNNCell
    841. contrib.saved_model.get_signature_def_by_key
    842. contrib.seq2seq.AttentionMechanism
    843. contrib.seq2seq.AttentionWrapper
    844. contrib.seq2seq.AttentionWrapperState
    845. contrib.seq2seq.BahdanauAttention
    846. contrib.seq2seq.BasicDecoder
    847. contrib.seq2seq.BasicDecoderOutput
    848. contrib.seq2seq.BeamSearchDecoder
    849. contrib.seq2seq.BeamSearchDecoderOutput
    850. contrib.seq2seq.BeamSearchDecoderState
    851. contrib.seq2seq.CustomHelper
    852. contrib.seq2seq.Decoder
    853. contrib.seq2seq.dynamic_decode
    854. contrib.seq2seq.FinalBeamSearchDecoderOutput
    855. contrib.seq2seq.gather_tree
    856. contrib.seq2seq.GreedyEmbeddingHelper
    857. contrib.seq2seq.hardmax
    858. contrib.seq2seq.Helper
    859. contrib.seq2seq.LuongAttention
    860. contrib.seq2seq.SampleEmbeddingHelper
    861. contrib.seq2seq.ScheduledEmbeddingTrainingHelper
    862. contrib.seq2seq.ScheduledOutputTrainingHelper
    863. contrib.seq2seq.sequence_loss
    864. contrib.seq2seq.tile_batch
    865. contrib.seq2seq.TrainingHelper
    866. contrib.sparsemax.sparsemax
    867. contrib.sparsemax.sparsemax_loss
    868. contrib.staging.StagingArea
    869. contrib.stat_summarizer.StatSummarizer
    870. contrib.stateless.stateless_random_normal
    871. contrib.stateless.stateless_random_uniform
    872. contrib.stateless.stateless_truncated_normal
    873. contrib.training.add_gradients_summaries
    874. contrib.training.batch_sequences_with_states
    875. contrib.training.bucket
    876. contrib.training.bucket_by_sequence_length
    877. contrib.training.byte_size_load_fn
    878. contrib.training.checkpoints_iterator
    879. contrib.training.clip_gradient_norms
    880. contrib.training.create_train_op
    881. contrib.training.evaluate_once
    882. contrib.training.evaluate_repeatedly
    883. contrib.training.FailureTolerator
    884. contrib.training.get_or_create_eval_step
    885. contrib.training.GreedyLoadBalancingStrategy
    886. contrib.training.HParams
    887. contrib.training.multiply_gradients
    888. contrib.training.NextQueuedSequenceBatch
    889. contrib.training.parse_values
    890. contrib.training.python_input
    891. contrib.training.rejection_sample
    892. contrib.training.resample_at_rate
    893. contrib.training.SequenceQueueingStateSaver
    894. contrib.training.StopAfterNEvalsHook
    895. contrib.training.stratified_sample
    896. contrib.training.SummaryAtEndHook
    897. contrib.training.train
    898. contrib.training.wait_for_new_checkpoint
    899. contrib.training.weighted_resample
    900. contrib.util.constant_value
    901. contrib.util.ops_used_by_graph_def
    902. contrib.util.stripped_op_list_for_graph
    903. Module: contrib
    904. Module: contrib.bayesflow
    905. Module: contrib.bayesflow.entropy
    906. Module: contrib.bayesflow.monte_carlo
    907. Module: contrib.bayesflow.stochastic_graph
    908. Module: contrib.bayesflow.stochastic_tensor
    909. Module: contrib.bayesflow.variational_inference
    910. Module: contrib.cloud
    911. Module: contrib.copy_graph
    912. Module: contrib.crf
    913. Module: contrib.cudnn_rnn
    914. Module: contrib.data
    915. Module: contrib.deprecated
    916. Module: contrib.distributions
    917. Module: contrib.distributions.bijectors
    918. Module: contrib.ffmpeg
    919. Module: contrib.framework
    920. Module: contrib.graph_editor
    921. Module: contrib.image
    922. Module: contrib.input_pipeline
    923. Module: contrib.integrate
    924. Module: contrib.keras
    925. Module: contrib.keras.activations
    926. Module: contrib.keras.applications
    927. Module: contrib.keras.applications.inception_v3
    928. Module: contrib.keras.backend
    929. Module: contrib.keras.callbacks
    930. Module: contrib.keras.constraints
    931. Module: contrib.keras.datasets
    932. Module: contrib.keras.datasets.boston_housing
    933. Module: contrib.keras.datasets.cifar10
    934. Module: contrib.keras.datasets.cifar100
    935. Module: contrib.keras.datasets.imdb
    936. Module: contrib.keras.datasets.mnist
    937. Module: contrib.keras.datasets.reuters
    938. Module: contrib.keras.initializers
    939. Module: contrib.keras.layers
    940. Module: contrib.keras.losses
    941. Module: contrib.keras.metrics
    942. Module: contrib.keras.models
    943. Module: contrib.keras.optimizers
    944. Module: contrib.keras.preprocessing
    945. Module: contrib.keras.preprocessing.image
    946. Module: contrib.keras.preprocessing.sequence
    947. Module: contrib.keras.preprocessing.text
    948. Module: contrib.keras.regularizers
    949. Module: contrib.keras.utils
    950. Module: contrib.keras.wrappers
    951. Module: contrib.keras.wrappers.scikit_learn
    952. Module: contrib.kernel_methods
    953. Module: contrib.layers
    954. Module: contrib.learn
    955. Module: contrib.learn.learn_runner
    956. Module: contrib.legacy_seq2seq
    957. Module: contrib.linalg
    958. Module: contrib.linear_optimizer
    959. Module: contrib.lookup
    960. Module: contrib.losses
    961. Module: contrib.memory_stats
    962. Module: contrib.metrics
    963. Module: contrib.nccl
    964. Module: contrib.nn
    965. Module: contrib.opt
    966. Module: contrib.rnn
    967. Module: contrib.saved_model
    968. Module: contrib.seq2seq
    969. Module: contrib.sparsemax
    970. Module: contrib.staging
    971. Module: contrib.stat_summarizer
    972. Module: contrib.stateless
    973. Module: contrib.training
    974. Module: contrib.util
  7. tf.errors
    1. Module: tf.errors
    2. tf.errors.AbortedError
    3. tf.errors.AlreadyExistsError
    4. tf.errors.CancelledError
    5. tf.errors.DataLossError
    6. tf.errors.DeadlineExceededError
    7. tf.errors.error_code_from_exception_type
    8. tf.errors.exception_type_from_error_code
    9. tf.errors.FailedPreconditionError
    10. tf.errors.InternalError
    11. tf.errors.InvalidArgumentError
    12. tf.errors.NotFoundError
    13. tf.errors.OutOfRangeError
    14. tf.errors.PermissionDeniedError
    15. tf.errors.raise_exception_on_not_ok_status
    16. tf.errors.ResourceExhaustedError
    17. tf.errors.UnauthenticatedError
    18. tf.errors.UnavailableError
    19. tf.errors.UnimplementedError
    20. tf.errors.UnknownError
  8. tf.estimator
    1. Module: tf.estimator
    2. tf.estimator.Estimator
    3. tf.estimator.EstimatorSpec
    4. tf.estimator.ModeKeys
    5. tf.estimator.RunConfig
  9. tf.estimator.export
    1. Module: tf.estimator.export
    2. tf.estimator.export.build_parsing_serving_input_receiver_fn
    3. tf.estimator.export.build_raw_serving_input_receiver_fn
    4. tf.estimator.export.ClassificationOutput
    5. tf.estimator.export.ExportOutput
    6. tf.estimator.export.PredictOutput
    7. tf.estimator.export.RegressionOutput
    8. tf.estimator.export.ServingInputReceiver
  10. tf.estimator.inputs
    1. Module: tf.estimator.inputs
    2. tf.estimator.inputs.numpy_input_fn
    3. tf.estimator.inputs.pandas_input_fn
  11. tf.feature_column
    1. Module: tf.feature_column
    2. tf.feature_column.bucketized_column
    3. tf.feature_column.categorical_column_with_hash_bucket
    4. tf.feature_column.categorical_column_with_identity
    5. tf.feature_column.categorical_column_with_vocabulary_file
    6. tf.feature_column.categorical_column_with_vocabulary_list
    7. tf.feature_column.crossed_column
    8. tf.feature_column.embedding_column
    9. tf.feature_column.indicator_column
    10. tf.feature_column.input_layer
    11. tf.feature_column.linear_model
    12. tf.feature_column.make_parse_example_spec
    13. tf.feature_column.numeric_column
    14. tf.feature_column.weighted_categorical_column
  12. tf.gfile
    1. Module: tf.gfile
    2. tf.gfile.Copy
    3. tf.gfile.DeleteRecursively
    4. tf.gfile.Exists
    5. tf.gfile.FastGFile
    6. tf.gfile.GFile
    7. tf.gfile.Glob
    8. tf.gfile.IsDirectory
    9. tf.gfile.ListDirectory
    10. tf.gfile.MakeDirs
    11. tf.gfile.MkDir
    12. tf.gfile.Remove
    13. tf.gfile.Rename
    14. tf.gfile.Stat
    15. tf.gfile.Walk
  13. tf.graph_util
    1. Module: tf.graph_util
    2. tf.graph_util.convert_variables_to_constants
    3. tf.graph_util.extract_sub_graph
    4. tf.graph_util.must_run_on_cpu
    5. tf.graph_util.remove_training_nodes
    6. tf.graph_util.tensor_shape_from_node_def_name
  14. tf.image
    1. Module: tf.image
    2. tf.image.adjust_brightness
    3. tf.image.adjust_contrast
    4. tf.image.adjust_gamma
    5. tf.image.adjust_hue
    6. tf.image.adjust_saturation
    7. tf.image.central_crop
    8. tf.image.convert_image_dtype
    9. tf.image.crop_and_resize
    10. tf.image.crop_to_bounding_box
    11. tf.image.decode_gif
    12. tf.image.decode_image
    13. tf.image.decode_jpeg
    14. tf.image.decode_png
    15. tf.image.draw_bounding_boxes
    16. tf.image.encode_jpeg
    17. tf.image.encode_png
    18. tf.image.extract_glimpse
    19. tf.image.flip_left_right
    20. tf.image.flip_up_down
    21. tf.image.grayscale_to_rgb
    22. tf.image.hsv_to_rgb
    23. tf.image.non_max_suppression
    24. tf.image.pad_to_bounding_box
    25. tf.image.per_image_standardization
    26. tf.image.random_brightness
    27. tf.image.random_contrast
    28. tf.image.random_flip_left_right
    29. tf.image.random_flip_up_down
    30. tf.image.random_hue
    31. tf.image.random_saturation
    32. tf.image.resize_area
    33. tf.image.resize_bicubic
    34. tf.image.resize_bilinear
    35. tf.image.resize_image_with_crop_or_pad
    36. tf.image.resize_images
    37. tf.image.resize_nearest_neighbor
    38. tf.image.ResizeMethod
    39. tf.image.rgb_to_grayscale
    40. tf.image.rgb_to_hsv
    41. tf.image.rot90
    42. tf.image.sample_distorted_bounding_box
    43. tf.image.total_variation
    44. tf.image.transpose_image
  15. tf.layers
    1. Module: tf.layers
    2. tf.layers.average_pooling1d
    3. tf.layers.average_pooling2d
    4. tf.layers.average_pooling3d
    5. tf.layers.batch_normalization
    6. tf.layers.conv1d
    7. tf.layers.conv2d
    8. tf.layers.conv2d_transpose
    9. tf.layers.conv3d
    10. tf.layers.conv3d_transpose
    11. tf.layers.dense
    12. tf.layers.dropout
    13. tf.layers.max_pooling1d
    14. tf.layers.max_pooling2d
    15. tf.layers.max_pooling3d
    16. tf.layers.separable_conv2d
  16. tf.logging
    1. Module: tf.logging
    2. tf.logging.debug
    3. tf.logging.error
    4. tf.logging.fatal
    5. tf.logging.flush
    6. tf.logging.get_verbosity
    7. tf.logging.info
    8. tf.logging.log
    9. tf.logging.log_every_n
    10. tf.logging.log_first_n
    11. tf.logging.log_if
    12. tf.logging.set_verbosity
    13. tf.logging.TaskLevelStatusMessage
    14. tf.logging.vlog
    15. tf.logging.warn
    16. tf.logging.warning
  17. tf.losses
    1. Module: tf.losses
    2. tf.losses.absolute_difference
    3. tf.losses.add_loss
    4. tf.losses.compute_weighted_loss
    5. tf.losses.cosine_distance
    6. tf.losses.get_losses
    7. tf.losses.get_regularization_loss
    8. tf.losses.get_regularization_losses
    9. tf.losses.get_total_loss
    10. tf.losses.hinge_loss
    11. tf.losses.huber_loss
    12. tf.losses.log_loss
    13. tf.losses.mean_pairwise_squared_error
    14. tf.losses.mean_squared_error
    15. tf.losses.Reduction
    16. tf.losses.sigmoid_cross_entropy
    17. tf.losses.softmax_cross_entropy
    18. tf.losses.sparse_softmax_cross_entropy
  18. tf.metrics
    1. Module: tf.metrics
    2. tf.metrics.accuracy
    3. tf.metrics.auc
    4. tf.metrics.false_negatives
    5. tf.metrics.false_positives
    6. tf.metrics.mean
    7. tf.metrics.mean_absolute_error
    8. tf.metrics.mean_cosine_distance
    9. tf.metrics.mean_iou
    10. tf.metrics.mean_per_class_accuracy
    11. tf.metrics.mean_relative_error
    12. tf.metrics.mean_squared_error
    13. tf.metrics.mean_tensor
    14. tf.metrics.percentage_below
    15. tf.metrics.precision
    16. tf.metrics.precision_at_thresholds
    17. tf.metrics.recall
    18. tf.metrics.recall_at_k
    19. tf.metrics.recall_at_thresholds
    20. tf.metrics.root_mean_squared_error
    21. tf.metrics.sensitivity_at_specificity
    22. tf.metrics.sparse_average_precision_at_k
    23. tf.metrics.sparse_precision_at_k
    24. tf.metrics.specificity_at_sensitivity
    25. tf.metrics.true_positives
  19. tf.nn
    1. Module: tf.nn
    2. tf.nn.all_candidate_sampler
    3. tf.nn.atrous_conv2d
    4. tf.nn.atrous_conv2d_transpose
    5. tf.nn.avg_pool
    6. tf.nn.avg_pool3d
    7. tf.nn.batch_norm_with_global_normalization
    8. tf.nn.batch_normalization
    9. tf.nn.bias_add
    10. tf.nn.bidirectional_dynamic_rnn
    11. tf.nn.compute_accidental_hits
    12. tf.nn.conv1d
    13. tf.nn.conv2d
    14. tf.nn.conv2d_backprop_filter
    15. tf.nn.conv2d_backprop_input
    16. tf.nn.conv2d_transpose
    17. tf.nn.conv3d
    18. tf.nn.conv3d_backprop_filter_v2
    19. tf.nn.conv3d_transpose
    20. tf.nn.convolution
    21. tf.nn.crelu
    22. tf.nn.ctc_beam_search_decoder
    23. tf.nn.ctc_greedy_decoder
    24. tf.nn.ctc_loss
    25. tf.nn.depthwise_conv2d
    26. tf.nn.depthwise_conv2d_native
    27. tf.nn.depthwise_conv2d_native_backprop_filter
    28. tf.nn.depthwise_conv2d_native_backprop_input
    29. tf.nn.dilation2d
    30. tf.nn.dropout
    31. tf.nn.dynamic_rnn
    32. tf.nn.elu
    33. tf.nn.embedding_lookup
    34. tf.nn.embedding_lookup_sparse
    35. tf.nn.erosion2d
    36. tf.nn.fixed_unigram_candidate_sampler
    37. tf.nn.fractional_avg_pool
    38. tf.nn.fractional_max_pool
    39. tf.nn.fused_batch_norm
    40. tf.nn.in_top_k
    41. tf.nn.l2_loss
    42. tf.nn.l2_normalize
    43. tf.nn.learned_unigram_candidate_sampler
    44. tf.nn.local_response_normalization
    45. tf.nn.log_poisson_loss
    46. tf.nn.log_softmax
    47. tf.nn.log_uniform_candidate_sampler
    48. tf.nn.max_pool
    49. tf.nn.max_pool_with_argmax
    50. tf.nn.max_pool3d
    51. tf.nn.moments
    52. tf.nn.nce_loss
    53. tf.nn.normalize_moments
    54. tf.nn.pool
    55. tf.nn.quantized_avg_pool
    56. tf.nn.quantized_conv2d
    57. tf.nn.quantized_max_pool
    58. tf.nn.quantized_relu_x
    59. tf.nn.raw_rnn
    60. tf.nn.relu
    61. tf.nn.relu_layer
    62. tf.nn.relu6
    63. tf.nn.sampled_softmax_loss
    64. tf.nn.separable_conv2d
    65. tf.nn.sigmoid_cross_entropy_with_logits
    66. tf.nn.softmax
    67. tf.nn.softmax_cross_entropy_with_logits
    68. tf.nn.softplus
    69. tf.nn.softsign
    70. tf.nn.sparse_softmax_cross_entropy_with_logits
    71. tf.nn.static_bidirectional_rnn
    72. tf.nn.static_rnn
    73. tf.nn.static_state_saving_rnn
    74. tf.nn.sufficient_statistics
    75. tf.nn.top_k
    76. tf.nn.uniform_candidate_sampler
    77. tf.nn.weighted_cross_entropy_with_logits
    78. tf.nn.weighted_moments
    79. tf.nn.with_space_to_batch
    80. tf.nn.xw_plus_b
    81. tf.nn.zero_fraction
  20. tf.nn.rnn_cell
    1. Module: tf.nn.rnn_cell
  21. tf.python_io
    1. Module: tf.python_io
    2. tf.python_io.tf_record_iterator
    3. tf.python_io.TFRecordCompressionType
    4. tf.python_io.TFRecordOptions
    5. tf.python_io.TFRecordWriter
  22. tf.resource_loader
    1. Module: tf.resource_loader
    2. tf.resource_loader.get_data_files_path
    3. tf.resource_loader.get_path_to_datafile
    4. tf.resource_loader.get_root_dir_with_all_resources
    5. tf.resource_loader.load_resource
    6. tf.resource_loader.readahead_file_path
  23. tf.saved_model
    1. Module: tf.saved_model
  24. tf.saved_model.builder
    1. Module: tf.saved_model.builder
    2. tf.saved_model.builder.SavedModelBuilder
  25. tf.saved_model.constants
    1. Module: tf.saved_model.constants
  26. tf.saved_model.loader
    1. Module: tf.saved_model.loader
    2. tf.saved_model.loader.load
    3. tf.saved_model.loader.maybe_saved_model_directory
  27. tf.saved_model.main_op
    1. Module: tf.saved_model.main_op
    2. tf.saved_model.main_op.main_op
    3. tf.saved_model.main_op.main_op_with_restore
  28. tf.saved_model.signature_constants
    1. Module: tf.saved_model.signature_constants
  29. tf.saved_model.signature_def_utils
    1. Module: tf.saved_model.signature_def_utils
    2. tf.saved_model.signature_def_utils.build_signature_def
    3. tf.saved_model.signature_def_utils.classification_signature_def
    4. tf.saved_model.signature_def_utils.predict_signature_def
    5. tf.saved_model.signature_def_utils.regression_signature_def
  30. tf.saved_model.tag_constants
    1. Module: tf.saved_model.tag_constants
  31. tf.saved_model.utils
    1. Module: tf.saved_model.utils
    2. tf.saved_model.utils.build_tensor_info
  32. tf.sets
    1. Module: tf.sets
    2. tf.sets.set_difference
    3. tf.sets.set_intersection
    4. tf.sets.set_size
    5. tf.sets.set_union
  33. tf.spectral
    1. Module: tf.spectral
    2. tf.spectral.irfft
    3. tf.spectral.irfft2d
    4. tf.spectral.irfft3d
    5. tf.spectral.rfft
    6. tf.spectral.rfft2d
    7. tf.spectral.rfft3d
  34. tf.sysconfig
    1. Module: tf.sysconfig
    2. tf.sysconfig.get_include
    3. tf.sysconfig.get_lib
  35. tf.test
    1. Module: tf.test
    2. tf.test.assert_equal_graph_def
    3. tf.test.Benchmark
    4. tf.test.compute_gradient
    5. tf.test.compute_gradient_error
    6. tf.test.create_local_cluster
    7. tf.test.get_temp_dir
    8. tf.test.gpu_device_name
    9. tf.test.is_built_with_cuda
    10. tf.test.is_gpu_available
    11. tf.test.main
    12. tf.test.StubOutForTesting
    13. tf.test.test_src_dir_path
    14. tf.test.TestCase
    15. tf.test.TestCase.failureException
  36. tf.train
    1. Module: tf.train
    2. tf.train.AdadeltaOptimizer
    3. tf.train.AdagradDAOptimizer
    4. tf.train.AdagradOptimizer
    5. tf.train.AdamOptimizer
    6. tf.train.add_queue_runner
    7. tf.train.assert_global_step
    8. tf.train.basic_train_loop
    9. tf.train.batch
    10. tf.train.batch_join
    11. tf.train.BytesList
    12. tf.train.checkpoint_exists
    13. tf.train.CheckpointSaverHook
    14. tf.train.CheckpointSaverListener
    15. tf.train.ChiefSessionCreator
    16. tf.train.ClusterDef
    17. tf.train.ClusterSpec
    18. tf.train.Coordinator
    19. tf.train.create_global_step
    20. tf.train.do_quantize_training_on_graphdef
    21. tf.train.Example
    22. tf.train.exponential_decay
    23. tf.train.ExponentialMovingAverage
    24. tf.train.export_meta_graph
    25. tf.train.Feature
    26. tf.train.FeatureList
    27. tf.train.FeatureLists
    28. tf.train.FeatureLists.FeatureListEntry
    29. tf.train.Features
    30. tf.train.Features.FeatureEntry
    31. tf.train.FeedFnHook
    32. tf.train.FinalOpsHook
    33. tf.train.FloatList
    34. tf.train.FtrlOptimizer
    35. tf.train.generate_checkpoint_state_proto
    36. tf.train.get_checkpoint_mtimes
    37. tf.train.get_checkpoint_state
    38. tf.train.get_global_step
    39. tf.train.get_or_create_global_step
    40. tf.train.global_step
    41. tf.train.GlobalStepWaiterHook
    42. tf.train.GradientDescentOptimizer
    43. tf.train.import_meta_graph
    44. tf.train.input_producer
    45. tf.train.Int64List
    46. tf.train.inverse_time_decay
    47. tf.train.JobDef
    48. tf.train.JobDef.TasksEntry
    49. tf.train.latest_checkpoint
    50. tf.train.limit_epochs
    51. tf.train.LoggingTensorHook
    52. tf.train.LooperThread
    53. tf.train.match_filenames_once
    54. tf.train.maybe_batch
    55. tf.train.maybe_batch_join
    56. tf.train.maybe_shuffle_batch
    57. tf.train.maybe_shuffle_batch_join
    58. tf.train.MomentumOptimizer
    59. tf.train.MonitoredSession
    60. tf.train.MonitoredTrainingSession
    61. tf.train.NanLossDuringTrainingError
    62. tf.train.NanTensorHook
    63. tf.train.natural_exp_decay
    64. tf.train.NewCheckpointReader
    65. tf.train.Optimizer
    66. tf.train.piecewise_constant
    67. tf.train.polynomial_decay
    68. tf.train.ProximalAdagradOptimizer
    69. tf.train.ProximalGradientDescentOptimizer
    70. tf.train.QueueRunner
    71. tf.train.range_input_producer
    72. tf.train.replica_device_setter
    73. tf.train.RMSPropOptimizer
    74. tf.train.Saver
    75. tf.train.SaverDef
    76. tf.train.Scaffold
    77. tf.train.sdca_fprint
    78. tf.train.sdca_optimizer
    79. tf.train.sdca_shrink_l1
    80. tf.train.SecondOrStepTimer
    81. tf.train.SequenceExample
    82. tf.train.Server
    83. tf.train.ServerDef
    84. tf.train.SessionCreator
    85. tf.train.SessionManager
    86. tf.train.SessionRunArgs
    87. tf.train.SessionRunContext
    88. tf.train.SessionRunHook
    89. tf.train.SessionRunValues
    90. tf.train.shuffle_batch
    91. tf.train.shuffle_batch_join
    92. tf.train.SingularMonitoredSession
    93. tf.train.slice_input_producer
    94. tf.train.start_queue_runners
    95. tf.train.StepCounterHook
    96. tf.train.StopAtStepHook
    97. tf.train.string_input_producer
    98. tf.train.summary_iterator
    99. tf.train.SummarySaverHook
    100. tf.train.Supervisor
    101. tf.train.SyncReplicasOptimizer
    102. tf.train.update_checkpoint_state
    103. tf.train.WorkerSessionCreator
    104. tf.train.write_graph
  37. tf.train.queue_runner
    1. Module: tf.train.queue_runner
  38. tfdbg
    1. Module: tfdbg
    2. tfdbg.add_debug_tensor_watch
    3. tfdbg.DebugDumpDir
    4. tfdbg.DebugTensorDatum
    5. tfdbg.DumpingDebugHook
    6. tfdbg.DumpingDebugWrapperSession
    7. tfdbg.GrpcDebugHook
    8. tfdbg.GrpcDebugWrapperSession
    9. tfdbg.has_inf_or_nan
    10. tfdbg.load_tensor_from_event_file
    11. tfdbg.LocalCLIDebugHook
    12. tfdbg.LocalCLIDebugWrapperSession
    13. tfdbg.watch_graph
    14. tfdbg.watch_graph_with_blacklists
    15. tfdbg.WatchOptions
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tf.saved_model.builder.SavedModelBuilder

tf.saved_model.builder.SavedModelBuilder

class tf.saved_model.builder.SavedModelBuilder

Defined in tensorflow/python/saved_model/builder_impl.py.

Builds the SavedModel protocol buffer and saves variables and assets.

The SavedModelBuilder class provides functiona