doc_content stringlengths 1 386k | doc_id stringlengths 5 188 |
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tf.raw_ops.TruncatedNormal Outputs random values from a truncated normal distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.TruncatedNormal
tf.raw_ops.TruncatedNormal(
shape, dtype, seed=0, seed2=0, name=None
)
The generated values follow a norma... | tensorflow.raw_ops.truncatednormal |
tf.raw_ops.TruncateMod Returns element-wise remainder of division. This emulates C semantics in that View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.TruncateMod
tf.raw_ops.TruncateMod(
x, y, name=None
)
the result here is consistent with a truncating divide... | tensorflow.raw_ops.truncatemod |
tf.raw_ops.Unbatch Reverses the operation of Batch for a single output Tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Unbatch
tf.raw_ops.Unbatch(
batched_tensor, batch_index, id, timeout_micros, container='',
shared_name='', name=None
)
An inst... | tensorflow.raw_ops.unbatch |
tf.raw_ops.UnbatchDataset A dataset that splits the elements of its input into multiple elements. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnbatchDataset
tf.raw_ops.UnbatchDataset(
input_dataset, output_types, output_shapes, name=None
)
Args
i... | tensorflow.raw_ops.unbatchdataset |
tf.raw_ops.UnbatchGrad Gradient of Unbatch. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnbatchGrad
tf.raw_ops.UnbatchGrad(
original_input, batch_index, grad, id, container='',
shared_name='', name=None
)
Acts like Batch but using the given batch_in... | tensorflow.raw_ops.unbatchgrad |
tf.raw_ops.UncompressElement Uncompresses a compressed dataset element. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UncompressElement
tf.raw_ops.UncompressElement(
compressed, output_types, output_shapes, name=None
)
Args
compressed A Tensor of... | tensorflow.raw_ops.uncompresselement |
tf.raw_ops.UnicodeDecode Decodes each string in input into a sequence of Unicode code points. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnicodeDecode
tf.raw_ops.UnicodeDecode(
input, input_encoding, errors='replace', replacement_char=65533,
replace... | tensorflow.raw_ops.unicodedecode |
tf.raw_ops.UnicodeDecodeWithOffsets Decodes each string in input into a sequence of Unicode code points. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnicodeDecodeWithOffsets
tf.raw_ops.UnicodeDecodeWithOffsets(
input, input_encoding, errors='replace', re... | tensorflow.raw_ops.unicodedecodewithoffsets |
tf.raw_ops.UnicodeEncode Encode a tensor of ints into unicode strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnicodeEncode
tf.raw_ops.UnicodeEncode(
input_values, input_splits, output_encoding, errors='replace',
replacement_char=65533, name=Non... | tensorflow.raw_ops.unicodeencode |
tf.raw_ops.UnicodeScript Determine the script codes of a given tensor of Unicode integer code points. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnicodeScript
tf.raw_ops.UnicodeScript(
input, name=None
)
This operation converts Unicode code points to s... | tensorflow.raw_ops.unicodescript |
tf.raw_ops.UnicodeTranscode Transcode the input text from a source encoding to a destination encoding. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnicodeTranscode
tf.raw_ops.UnicodeTranscode(
input, input_encoding, output_encoding, errors='replace',
... | tensorflow.raw_ops.unicodetranscode |
tf.raw_ops.UniformCandidateSampler Generates labels for candidate sampling with a uniform distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UniformCandidateSampler
tf.raw_ops.UniformCandidateSampler(
true_classes, num_true, num_sampled, unique, r... | tensorflow.raw_ops.uniformcandidatesampler |
tf.raw_ops.Unique Finds unique elements in a 1-D tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Unique
tf.raw_ops.Unique(
x, out_idx=tf.dtypes.int32, name=None
)
This operation returns a tensor y containing all of the unique elements of x sorted in... | tensorflow.raw_ops.unique |
tf.raw_ops.UniqueDataset Creates a dataset that contains the unique elements of input_dataset. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UniqueDataset
tf.raw_ops.UniqueDataset(
input_dataset, output_types, output_shapes, name=None
)
Args
input_... | tensorflow.raw_ops.uniquedataset |
tf.raw_ops.UniqueV2 Finds unique elements along an axis of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UniqueV2
tf.raw_ops.UniqueV2(
x, axis, out_idx=tf.dtypes.int32, name=None
)
This operation either returns a tensor y containing unique eleme... | tensorflow.raw_ops.uniquev2 |
tf.raw_ops.UniqueWithCounts Finds unique elements in a 1-D tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UniqueWithCounts
tf.raw_ops.UniqueWithCounts(
x, out_idx=tf.dtypes.int32, name=None
)
This operation returns a tensor y containing all of the ... | tensorflow.raw_ops.uniquewithcounts |
tf.raw_ops.UniqueWithCountsV2 Finds unique elements along an axis of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UniqueWithCountsV2
tf.raw_ops.UniqueWithCountsV2(
x, axis, out_idx=tf.dtypes.int32, name=None
)
This operation either returns a te... | tensorflow.raw_ops.uniquewithcountsv2 |
tf.raw_ops.Unpack Unpacks a given dimension of a rank-R tensor into num rank-(R-1) tensors. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Unpack
tf.raw_ops.Unpack(
value, num, axis=0, name=None
)
Unpacks num tensors from value by chipping it along the axi... | tensorflow.raw_ops.unpack |
tf.raw_ops.UnravelIndex Converts an array of flat indices into a tuple of coordinate arrays. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnravelIndex
tf.raw_ops.UnravelIndex(
indices, dims, name=None
)
Example: y = tf.unravel_index(indices=[2, 5, 7], di... | tensorflow.raw_ops.unravelindex |
tf.raw_ops.UnsortedSegmentJoin Joins the elements of inputs based on segment_ids. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnsortedSegmentJoin
tf.raw_ops.UnsortedSegmentJoin(
inputs, segment_ids, num_segments, separator='', name=None
)
Computes the s... | tensorflow.raw_ops.unsortedsegmentjoin |
tf.raw_ops.UnsortedSegmentMax Computes the maximum along segments of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnsortedSegmentMax
tf.raw_ops.UnsortedSegmentMax(
data, segment_ids, num_segments, name=None
)
Read the section on segmentation ... | tensorflow.raw_ops.unsortedsegmentmax |
tf.raw_ops.UnsortedSegmentMin Computes the minimum along segments of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnsortedSegmentMin
tf.raw_ops.UnsortedSegmentMin(
data, segment_ids, num_segments, name=None
)
Read the section on segmentation ... | tensorflow.raw_ops.unsortedsegmentmin |
tf.raw_ops.UnsortedSegmentProd Computes the product along segments of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnsortedSegmentProd
tf.raw_ops.UnsortedSegmentProd(
data, segment_ids, num_segments, name=None
)
Read the section on segmentati... | tensorflow.raw_ops.unsortedsegmentprod |
tf.raw_ops.UnsortedSegmentSum Computes the sum along segments of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnsortedSegmentSum
tf.raw_ops.UnsortedSegmentSum(
data, segment_ids, num_segments, name=None
)
Read the section on segmentation for ... | tensorflow.raw_ops.unsortedsegmentsum |
tf.raw_ops.Unstage Op is similar to a lightweight Dequeue. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Unstage
tf.raw_ops.Unstage(
dtypes, capacity=0, memory_limit=0, container='',
shared_name='', name=None
)
The basic functionality is similar to de... | tensorflow.raw_ops.unstage |
tf.raw_ops.UnwrapDatasetVariant View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UnwrapDatasetVariant
tf.raw_ops.UnwrapDatasetVariant(
input_handle, name=None
)
Args
input_handle A Tensor of type variant.
name A name for the operation (optiona... | tensorflow.raw_ops.unwrapdatasetvariant |
tf.raw_ops.UpperBound Applies upper_bound(sorted_search_values, values) along each row. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.UpperBound
tf.raw_ops.UpperBound(
sorted_inputs, values, out_type=tf.dtypes.int32, name=None
)
Each set of rows with the ... | tensorflow.raw_ops.upperbound |
tf.raw_ops.VarHandleOp Creates a handle to a Variable resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.VarHandleOp
tf.raw_ops.VarHandleOp(
dtype, shape, container='', shared_name='',
allowed_devices=[], name=None
)
Args
dtype A tf.DTyp... | tensorflow.raw_ops.varhandleop |
tf.raw_ops.Variable Use VariableV2 instead. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Variable
tf.raw_ops.Variable(
shape, dtype, container='', shared_name='', name=None
)
Args
shape A tf.TensorShape or list of ints.
dtype A tf.DType. ... | tensorflow.raw_ops.variable |
tf.raw_ops.VariableShape Returns the shape of the variable pointed to by resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.VariableShape
tf.raw_ops.VariableShape(
input, out_type=tf.dtypes.int32, name=None
)
This operation returns a 1-D integer tens... | tensorflow.raw_ops.variableshape |
tf.raw_ops.VariableV2 Holds state in the form of a tensor that persists across steps. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.VariableV2
tf.raw_ops.VariableV2(
shape, dtype, container='', shared_name='', name=None
)
Outputs a ref to the tensor state... | tensorflow.raw_ops.variablev2 |
tf.raw_ops.VarIsInitializedOp Checks whether a resource handle-based variable has been initialized. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.VarIsInitializedOp
tf.raw_ops.VarIsInitializedOp(
resource, name=None
)
Args
resource A Tensor of ty... | tensorflow.raw_ops.varisinitializedop |
tf.raw_ops.Where Returns locations of nonzero / true values in a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Where
tf.raw_ops.Where(
condition, name=None
)
This operation returns the coordinates of true elements in condition. The coordinates are... | tensorflow.raw_ops.where |
tf.raw_ops.While output = input; While (Cond(output)) { output = Body(output) } View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.While
tf.raw_ops.While(
input, cond, body, output_shapes=[], parallel_iterations=10, name=None
)
Args
input A list of Te... | tensorflow.raw_ops.while |
tf.raw_ops.WholeFileReader A Reader that outputs the entire contents of a file as a value. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WholeFileReader
tf.raw_ops.WholeFileReader(
container='', shared_name='', name=None
)
To use, enqueue filenames in a Q... | tensorflow.raw_ops.wholefilereader |
tf.raw_ops.WholeFileReaderV2 A Reader that outputs the entire contents of a file as a value. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WholeFileReaderV2
tf.raw_ops.WholeFileReaderV2(
container='', shared_name='', name=None
)
To use, enqueue filenames ... | tensorflow.raw_ops.wholefilereaderv2 |
tf.raw_ops.WindowDataset Combines (nests of) input elements into a dataset of (nests of) windows. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WindowDataset
tf.raw_ops.WindowDataset(
input_dataset, size, shift, stride, drop_remainder, output_types, output... | tensorflow.raw_ops.windowdataset |
tf.raw_ops.WorkerHeartbeat Worker heartbeat op. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WorkerHeartbeat
tf.raw_ops.WorkerHeartbeat(
request, name=None
)
Heartbeats may be sent periodically to indicate the coordinator is still active, to retrieve the... | tensorflow.raw_ops.workerheartbeat |
tf.raw_ops.WrapDatasetVariant View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WrapDatasetVariant
tf.raw_ops.WrapDatasetVariant(
input_handle, name=None
)
Args
input_handle A Tensor of type variant.
name A name for the operation (optional). ... | tensorflow.raw_ops.wrapdatasetvariant |
tf.raw_ops.WriteAudioSummary Writes an audio summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteAudioSummary
tf.raw_ops.WriteAudioSummary(
writer, step, tag, tensor, sample_rate, max_outputs=3, name=None
)
Writes encoded audio summary tensor at s... | tensorflow.raw_ops.writeaudiosummary |
tf.raw_ops.WriteFile Writes contents to the file at input filename. Creates file and recursively View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteFile
tf.raw_ops.WriteFile(
filename, contents, name=None
)
creates directory if not existing.
Args
f... | tensorflow.raw_ops.writefile |
tf.raw_ops.WriteGraphSummary Writes a graph summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteGraphSummary
tf.raw_ops.WriteGraphSummary(
writer, step, tensor, name=None
)
Writes TensorFlow graph tensor at step using summary writer.
Args
w... | tensorflow.raw_ops.writegraphsummary |
tf.raw_ops.WriteHistogramSummary Writes a histogram summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteHistogramSummary
tf.raw_ops.WriteHistogramSummary(
writer, step, tag, values, name=None
)
Writes histogram values at step with tag using summar... | tensorflow.raw_ops.writehistogramsummary |
tf.raw_ops.WriteImageSummary Writes an image summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteImageSummary
tf.raw_ops.WriteImageSummary(
writer, step, tag, tensor, bad_color, max_images=3, name=None
)
Writes image tensor at step with tag using ... | tensorflow.raw_ops.writeimagesummary |
tf.raw_ops.WriteRawProtoSummary Writes a serialized proto summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteRawProtoSummary
tf.raw_ops.WriteRawProtoSummary(
writer, step, tensor, name=None
)
Writes tensor, a serialized proto at step using summar... | tensorflow.raw_ops.writerawprotosummary |
tf.raw_ops.WriteScalarSummary Writes a scalar summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteScalarSummary
tf.raw_ops.WriteScalarSummary(
writer, step, tag, value, name=None
)
Writes scalar value at step with tag using summary writer.
Ar... | tensorflow.raw_ops.writescalarsummary |
tf.raw_ops.WriteSummary Writes a tensor summary. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.WriteSummary
tf.raw_ops.WriteSummary(
writer, step, tensor, tag, summary_metadata, name=None
)
Writes tensor at step with tag using summary writer.
Args
... | tensorflow.raw_ops.writesummary |
tf.raw_ops.Xdivy Returns 0 if x == 0, and x / y otherwise, elementwise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Xdivy
tf.raw_ops.Xdivy(
x, y, name=None
)
Args
x A Tensor. Must be one of the following types: half, float32, float64, complex64... | tensorflow.raw_ops.xdivy |
tf.raw_ops.Xlog1py Returns 0 if x == 0, and x * log1p(y) otherwise, elementwise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Xlog1py
tf.raw_ops.Xlog1py(
x, y, name=None
)
Args
x A Tensor. Must be one of the following types: half, float32, float... | tensorflow.raw_ops.xlog1py |
tf.raw_ops.Xlogy Returns 0 if x == 0, and x * log(y) otherwise, elementwise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Xlogy
tf.raw_ops.Xlogy(
x, y, name=None
)
Args
x A Tensor. Must be one of the following types: half, float32, float64, comp... | tensorflow.raw_ops.xlogy |
tf.raw_ops.ZerosLike Returns a tensor of zeros with the same shape and type as x. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ZerosLike
tf.raw_ops.ZerosLike(
x, name=None
)
Args
x A Tensor. a tensor of type T.
name A name for the operatio... | tensorflow.raw_ops.zeroslike |
tf.raw_ops.Zeta Compute the Hurwitz zeta function \(\zeta(x, q)\). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Zeta
tf.raw_ops.Zeta(
x, q, name=None
)
The Hurwitz zeta function is defined as: \(\zeta(x, q) = \sum_{n=0}^{\infty} (q + n)^{-x}\)
Arg... | tensorflow.raw_ops.zeta |
tf.raw_ops.ZipDataset Creates a dataset that zips together input_datasets. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ZipDataset
tf.raw_ops.ZipDataset(
input_datasets, output_types, output_shapes, name=None
)
The elements of the resulting dataset are c... | tensorflow.raw_ops.zipdataset |
tf.realdiv Returns x / y element-wise for real types. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.realdiv
tf.realdiv(
x, y, name=None
)
If x and y are reals, this will return the floating-point division.
Note: Div supports broadcasting. More about broadcasting... | tensorflow.realdiv |
tf.recompute_grad View source on GitHub An eager-compatible version of recompute_grad. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.recompute_grad
tf.recompute_grad(
f
)
For f(*args, **kwargs), this supports gradients with respect to args or kwargs, but k... | tensorflow.recompute_grad |
tf.RegisterGradient View source on GitHub A decorator for registering the gradient function for an op type. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.RegisterGradient
tf.RegisterGradient(
op_type
)
This decorator is only used when defining a new op typ... | tensorflow.registergradient |
tf.register_tensor_conversion_function View source on GitHub Registers a function for converting objects of base_type to Tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.register_tensor_conversion_function
tf.register_tensor_conversion_function(
base_t... | tensorflow.register_tensor_conversion_function |
tf.repeat View source on GitHub Repeat elements of input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.repeat
tf.repeat(
input, repeats, axis=None, name=None
)
See also tf.concat, tf.stack, tf.tile.
Args
input An N-dimensional Tensor.
repeats... | tensorflow.repeat |
tf.required_space_to_batch_paddings View source on GitHub Calculate padding required to make block_shape divide input_shape. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.required_space_to_batch_paddings
tf.required_space_to_batch_paddings(
input_shape, blo... | tensorflow.required_space_to_batch_paddings |
tf.reshape View source on GitHub Reshapes a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.manip.reshape, tf.compat.v1.reshape
tf.reshape(
tensor, shape, name=None
)
Given tensor, this operation returns a new tf.Tensor that has the same values as te... | tensorflow.reshape |
tf.reverse Reverses specific dimensions of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.manip.reverse, tf.compat.v1.reverse, tf.compat.v1.reverse_v2
tf.reverse(
tensor, axis, name=None
)
NOTE tf.reverse has now changed behavior in preparation for 1.0. ... | tensorflow.reverse |
tf.reverse_sequence View source on GitHub Reverses variable length slices.
tf.reverse_sequence(
input, seq_lengths, seq_axis=None, batch_axis=None, name=None
)
This op first slices input along the dimension batch_axis, and for each slice i, reverses the first seq_lengths[i] elements along the dimension seq... | tensorflow.reverse_sequence |
tf.roll View source on GitHub Rolls the elements of a tensor along an axis. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.manip.roll, tf.compat.v1.roll
tf.roll(
input, shift, axis, name=None
)
The elements are shifted positively (towards larger indices) by... | tensorflow.roll |
Module: tf.saved_model Public API for tf.saved_model namespace. Modules experimental module: Public API for tf.saved_model.experimental namespace. Classes class Asset: Represents a file asset to hermetically include in a SavedModel. class LoadOptions: Options for loading a SavedModel. class SaveOptions: Options for sav... | tensorflow.saved_model |
tf.saved_model.Asset Represents a file asset to hermetically include in a SavedModel. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.saved_model.Asset
tf.saved_model.Asset(
path
)
A SavedModel can include arbitrary files, called assets, that are needed for its use... | tensorflow.saved_model.asset |
tf.saved_model.contains_saved_model View source on GitHub Checks whether the provided export directory could contain a SavedModel.
tf.saved_model.contains_saved_model(
export_dir
)
Note that the method does not load any data by itself. If the method returns false, the export directory definitely does not c... | tensorflow.saved_model.contains_saved_model |
Module: tf.saved_model.experimental Public API for tf.saved_model.experimental namespace. Classes class VariablePolicy: Enum defining options for variable handling when saving. | tensorflow.saved_model.experimental |
tf.saved_model.experimental.VariablePolicy Enum defining options for variable handling when saving. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.saved_model.experimental.VariablePolicy NONE No policy applied: Distributed variables are saved as one variable, with no de... | tensorflow.saved_model.experimental.variablepolicy |
tf.saved_model.load View source on GitHub Load a SavedModel from export_dir. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.saved_model.load_v2
tf.saved_model.load(
export_dir, tags=None, options=None
)
Signatures associated with the SavedModel are availabl... | tensorflow.saved_model.load |
tf.saved_model.LoadOptions Options for loading a SavedModel.
tf.saved_model.LoadOptions(
experimental_io_device=None
)
This function may be used in the options argument in functions that load a SavedModel (tf.saved_model.load, tf.keras.models.load_model).
Args
experimental_io_device string. Applies in a ... | tensorflow.saved_model.loadoptions |
tf.saved_model.save View source on GitHub Exports the Trackable object obj to SavedModel format. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.saved_model.experimental.save, tf.compat.v1.saved_model.save
tf.saved_model.save(
obj, export_dir, signatures=None... | tensorflow.saved_model.save |
tf.saved_model.SaveOptions Options for saving to SavedModel. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.saved_model.SaveOptions
tf.saved_model.SaveOptions(
namespace_whitelist=None, save_debug_info=False, function_aliases=None,
experimental_io_device=None, ... | tensorflow.saved_model.saveoptions |
tf.scan View source on GitHub scan on the list of tensors unpacked from elems on dimension 0. (deprecated argument values)
tf.scan(
fn, elems, initializer=None, parallel_iterations=10, back_prop=True,
swap_memory=False, infer_shape=True, reverse=False, name=None
)
Warning: SOME ARGUMENT VALUES ARE DEPR... | tensorflow.scan |
tf.scatter_nd Scatter updates into a new tensor according to indices. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.manip.scatter_nd, tf.compat.v1.scatter_nd
tf.scatter_nd(
indices, updates, shape, name=None
)
Creates a new tensor by applying sparse updates to in... | tensorflow.scatter_nd |
tf.searchsorted View source on GitHub Searches input tensor for values on the innermost dimension. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.searchsorted
tf.searchsorted(
sorted_sequence, values, side='left', out_type=tf.dtypes.int32,
name=None
)
A... | tensorflow.searchsorted |
tf.sequence_mask View source on GitHub Returns a mask tensor representing the first N positions of each cell. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.sequence_mask
tf.sequence_mask(
lengths, maxlen=None, dtype=tf.dtypes.bool, name=None
)
If lengths h... | tensorflow.sequence_mask |
Module: tf.sets Tensorflow set operations. Functions difference(...): Compute set difference of elements in last dimension of a and b. intersection(...): Compute set intersection of elements in last dimension of a and b. size(...): Compute number of unique elements along last dimension of a. union(...): Compute set uni... | tensorflow.sets |
tf.sets.difference View source on GitHub Compute set difference of elements in last dimension of a and b. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.sets.difference, tf.compat.v1.sets.set_difference
tf.sets.difference(
a, b, aminusb=True, validate_indice... | tensorflow.sets.difference |
tf.sets.intersection View source on GitHub Compute set intersection of elements in last dimension of a and b. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.sets.intersection, tf.compat.v1.sets.set_intersection
tf.sets.intersection(
a, b, validate_indices=Tr... | tensorflow.sets.intersection |
tf.sets.size View source on GitHub Compute number of unique elements along last dimension of a. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.sets.set_size, tf.compat.v1.sets.size
tf.sets.size(
a, validate_indices=True
)
Args
a SparseTensor, with ... | tensorflow.sets.size |
tf.sets.union View source on GitHub Compute set union of elements in last dimension of a and b. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.sets.set_union, tf.compat.v1.sets.union
tf.sets.union(
a, b, validate_indices=True
)
All but the last dimension of... | tensorflow.sets.union |
tf.shape View source on GitHub Returns a tensor containing the shape of the input tensor.
tf.shape(
input, out_type=tf.dtypes.int32, name=None
)
See also tf.size, tf.rank. tf.shape returns a 1-D integer tensor representing the shape of input. For a scalar input, the tensor returned has a shape of (0,) and ... | tensorflow.shape |
tf.shape_n View source on GitHub Returns shape of tensors. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.shape_n
tf.shape_n(
input, out_type=tf.dtypes.int32, name=None
)
Args
input A list of at least 1 Tensor object with the same type.
out_typ... | tensorflow.shape_n |
Module: tf.signal Signal processing operations. See the tf.signal guide. Functions dct(...): Computes the 1D [Discrete Cosine Transform (DCT)][dct] of input. fft(...): Fast Fourier transform. fft2d(...): 2D fast Fourier transform. fft3d(...): 3D fast Fourier transform. fftshift(...): Shift the zero-frequency component ... | tensorflow.signal |
tf.signal.dct View source on GitHub Computes the 1D Discrete Cosine Transform (DCT) of input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.dct, tf.compat.v1.spectral.dct
tf.signal.dct(
input, type=2, n=None, axis=-1, norm=None, name=None
)
Types I,... | tensorflow.signal.dct |
tf.signal.fft Fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.fft, tf.compat.v1.signal.fft, tf.compat.v1.spectral.fft
tf.signal.fft(
input, name=None
)
Computes the 1-dimensional discrete Fourier transform over the inner-most dimension of in... | tensorflow.signal.fft |
tf.signal.fft2d 2D fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.fft2d, tf.compat.v1.signal.fft2d, tf.compat.v1.spectral.fft2d
tf.signal.fft2d(
input, name=None
)
Computes the 2-dimensional discrete Fourier transform over the inner-most 2 ... | tensorflow.signal.fft2d |
tf.signal.fft3d 3D fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.fft3d, tf.compat.v1.signal.fft3d, tf.compat.v1.spectral.fft3d
tf.signal.fft3d(
input, name=None
)
Computes the 3-dimensional discrete Fourier transform over the inner-most 3 ... | tensorflow.signal.fft3d |
tf.signal.fftshift View source on GitHub Shift the zero-frequency component to the center of the spectrum. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.fftshift
tf.signal.fftshift(
x, axes=None, name=None
)
This function swaps half-spaces for all a... | tensorflow.signal.fftshift |
tf.signal.frame View source on GitHub Expands signal's axis dimension into frames of frame_length. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.frame
tf.signal.frame(
signal, frame_length, frame_step, pad_end=False, pad_value=0, axis=-1, name=None
)... | tensorflow.signal.frame |
tf.signal.hamming_window View source on GitHub Generate a Hamming window. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.hamming_window
tf.signal.hamming_window(
window_length, periodic=True, dtype=tf.dtypes.float32, name=None
)
Args
window_le... | tensorflow.signal.hamming_window |
tf.signal.hann_window View source on GitHub Generate a Hann window. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.hann_window
tf.signal.hann_window(
window_length, periodic=True, dtype=tf.dtypes.float32, name=None
)
Args
window_length A sca... | tensorflow.signal.hann_window |
tf.signal.idct View source on GitHub Computes the 1D Inverse Discrete Cosine Transform (DCT) of input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.idct, tf.compat.v1.spectral.idct
tf.signal.idct(
input, type=2, n=None, axis=-1, norm=None, name=None... | tensorflow.signal.idct |
tf.signal.ifft Inverse fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.ifft, tf.compat.v1.signal.ifft, tf.compat.v1.spectral.ifft
tf.signal.ifft(
input, name=None
)
Computes the inverse 1-dimensional discrete Fourier transform over the inner... | tensorflow.signal.ifft |
tf.signal.ifft2d Inverse 2D fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.ifft2d, tf.compat.v1.signal.ifft2d, tf.compat.v1.spectral.ifft2d
tf.signal.ifft2d(
input, name=None
)
Computes the inverse 2-dimensional discrete Fourier transform o... | tensorflow.signal.ifft2d |
tf.signal.ifft3d Inverse 3D fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.ifft3d, tf.compat.v1.signal.ifft3d, tf.compat.v1.spectral.ifft3d
tf.signal.ifft3d(
input, name=None
)
Computes the inverse 3-dimensional discrete Fourier transform o... | tensorflow.signal.ifft3d |
tf.signal.ifftshift View source on GitHub The inverse of fftshift. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.ifftshift
tf.signal.ifftshift(
x, axes=None, name=None
)
Although identical for even-length x, the functions differ by one sample for od... | tensorflow.signal.ifftshift |
tf.signal.inverse_mdct Computes the inverse modified DCT of mdcts. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.inverse_mdct
tf.signal.inverse_mdct(
mdcts, window_fn=tf.signal.vorbis_window, norm=None, name=None
)
To reconstruct an original waveform, the ... | tensorflow.signal.inverse_mdct |
tf.signal.inverse_stft View source on GitHub Computes the inverse Short-time Fourier Transform of stfts. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.inverse_stft
tf.signal.inverse_stft(
stfts, frame_length, frame_step, fft_length=None,
window_f... | tensorflow.signal.inverse_stft |
tf.signal.inverse_stft_window_fn View source on GitHub Generates a window function that can be used in inverse_stft. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.signal.inverse_stft_window_fn
tf.signal.inverse_stft_window_fn(
frame_step, forward_window_fn=... | tensorflow.signal.inverse_stft_window_fn |
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