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tf.raw_ops.InitializeTableV2 Table initializer that takes two tensors for keys and values respectively. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InitializeTableV2
tf.raw_ops.InitializeTableV2(
table_handle, keys, values, name=None
)
Args
table... | tensorflow.raw_ops.initializetablev2 |
tf.raw_ops.InplaceAdd Adds v into specified rows of x. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InplaceAdd
tf.raw_ops.InplaceAdd(
x, i, v, name=None
)
Computes y = x; y[i, :] += v; return y.
Args
x A Tensor. A Tensor of type T.
i A Ten... | tensorflow.raw_ops.inplaceadd |
tf.raw_ops.InplaceSub Subtracts v into specified rows of x. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InplaceSub
tf.raw_ops.InplaceSub(
x, i, v, name=None
)
Computes y = x; y[i, :] -= v; return y.
Args
x A Tensor. A Tensor of type T.
i ... | tensorflow.raw_ops.inplacesub |
tf.raw_ops.InplaceUpdate Updates specified rows 'i' with values 'v'. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InplaceUpdate
tf.raw_ops.InplaceUpdate(
x, i, v, name=None
)
Computes x[i, :] = v; return x. Originally this function is mutative however fo... | tensorflow.raw_ops.inplaceupdate |
tf.raw_ops.InterleaveDataset Creates a dataset that applies f to the outputs of input_dataset. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InterleaveDataset
tf.raw_ops.InterleaveDataset(
input_dataset, other_arguments, cycle_length, block_length, f, outp... | tensorflow.raw_ops.interleavedataset |
tf.raw_ops.InTopK Says whether the targets are in the top K predictions. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InTopK
tf.raw_ops.InTopK(
predictions, targets, k, name=None
)
This outputs a batch_size bool array, an entry out[i] is true if the pr... | tensorflow.raw_ops.intopk |
tf.raw_ops.InTopKV2 Says whether the targets are in the top K predictions. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InTopKV2
tf.raw_ops.InTopKV2(
predictions, targets, k, name=None
)
This outputs a batch_size bool array, an entry out[i] is true if ... | tensorflow.raw_ops.intopkv2 |
tf.raw_ops.Inv Computes the reciprocal of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Inv
tf.raw_ops.Inv(
x, name=None
)
I.e., \(y = 1 / x\).
Args
x A Tensor. Must be one of the following types: bfloat16, half, float32, float6... | tensorflow.raw_ops.inv |
tf.raw_ops.Invert Invert (flip) each bit of supported types; for example, type uint8 value 01010101 becomes 10101010. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Invert
tf.raw_ops.Invert(
x, name=None
)
Flip each bit of supported types. For example, typ... | tensorflow.raw_ops.invert |
tf.raw_ops.InvertPermutation Computes the inverse permutation of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InvertPermutation
tf.raw_ops.InvertPermutation(
x, name=None
)
This operation computes the inverse of an index permutation. It takes a... | tensorflow.raw_ops.invertpermutation |
tf.raw_ops.InvGrad Computes the gradient for the inverse of x wrt its input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.InvGrad
tf.raw_ops.InvGrad(
y, dy, name=None
)
Specifically, grad = -dy * y*y, where y = 1/x, and dy is the corresponding input grad... | tensorflow.raw_ops.invgrad |
tf.raw_ops.IRFFT Inverse real-valued fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IRFFT
tf.raw_ops.IRFFT(
input, fft_length, Treal=tf.dtypes.float32, name=None
)
Computes the inverse 1-dimensional discrete Fourier transform of a r... | tensorflow.raw_ops.irfft |
tf.raw_ops.IRFFT2D Inverse 2D real-valued fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IRFFT2D
tf.raw_ops.IRFFT2D(
input, fft_length, Treal=tf.dtypes.float32, name=None
)
Computes the inverse 2-dimensional discrete Fourier transfo... | tensorflow.raw_ops.irfft2d |
tf.raw_ops.IRFFT3D Inverse 3D real-valued fast Fourier transform. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IRFFT3D
tf.raw_ops.IRFFT3D(
input, fft_length, Treal=tf.dtypes.float32, name=None
)
Computes the inverse 3-dimensional discrete Fourier transfo... | tensorflow.raw_ops.irfft3d |
tf.raw_ops.IsBoostedTreesEnsembleInitialized Checks whether a tree ensemble has been initialized. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsBoostedTreesEnsembleInitialized
tf.raw_ops.IsBoostedTreesEnsembleInitialized(
tree_ensemble_handle, name=None
... | tensorflow.raw_ops.isboostedtreesensembleinitialized |
tf.raw_ops.IsBoostedTreesQuantileStreamResourceInitialized Checks whether a quantile stream has been initialized. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsBoostedTreesQuantileStreamResourceInitialized
tf.raw_ops.IsBoostedTreesQuantileStreamResourceIniti... | tensorflow.raw_ops.isboostedtreesquantilestreamresourceinitialized |
tf.raw_ops.IsFinite Returns which elements of x are finite. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsFinite
tf.raw_ops.IsFinite(
x, name=None
)
Example: x = tf.constant([5.0, 4.8, 6.8, np.inf, np.nan])
tf.math.is_finite(x) ==> [True, True, True, Fa... | tensorflow.raw_ops.isfinite |
tf.raw_ops.IsInf Returns which elements of x are Inf. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsInf
tf.raw_ops.IsInf(
x, name=None
)
Example: x = tf.constant([5.0, np.inf, 6.8, np.inf])
tf.math.is_inf(x) ==> [False, True, False, True]
Args
x... | tensorflow.raw_ops.isinf |
tf.raw_ops.IsNan Returns which elements of x are NaN. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsNan
tf.raw_ops.IsNan(
x, name=None
)
Example: x = tf.constant([5.0, np.nan, 6.8, np.nan, np.inf])
tf.math.is_nan(x) ==> [False, True, False, True, False]... | tensorflow.raw_ops.isnan |
tf.raw_ops.IsotonicRegression Solves a batch of isotonic regression problems. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsotonicRegression
tf.raw_ops.IsotonicRegression(
input, output_dtype=tf.dtypes.float32, name=None
)
Args
input A Tensor. ... | tensorflow.raw_ops.isotonicregression |
tf.raw_ops.IsVariableInitialized Checks whether a tensor has been initialized. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IsVariableInitialized
tf.raw_ops.IsVariableInitialized(
ref, name=None
)
Outputs boolean scalar indicating whether the tensor has ... | tensorflow.raw_ops.isvariableinitialized |
tf.raw_ops.Iterator A container for an iterator resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Iterator
tf.raw_ops.Iterator(
shared_name, container, output_types, output_shapes, name=None
)
Args
shared_name A string.
container A st... | tensorflow.raw_ops.iterator |
tf.raw_ops.IteratorFromStringHandle Converts the given string representing a handle to an iterator to a resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorFromStringHandle
tf.raw_ops.IteratorFromStringHandle(
string_handle, output_types=[], ou... | tensorflow.raw_ops.iteratorfromstringhandle |
tf.raw_ops.IteratorFromStringHandleV2 View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorFromStringHandleV2
tf.raw_ops.IteratorFromStringHandleV2(
string_handle, output_types=[], output_shapes=[], name=None
)
Args
string_handle A Tensor of typ... | tensorflow.raw_ops.iteratorfromstringhandlev2 |
tf.raw_ops.IteratorGetDevice Returns the name of the device on which resource has been placed. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorGetDevice
tf.raw_ops.IteratorGetDevice(
resource, name=None
)
Args
resource A Tensor of type reso... | tensorflow.raw_ops.iteratorgetdevice |
tf.raw_ops.IteratorGetNext Gets the next output from the given iterator . View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorGetNext
tf.raw_ops.IteratorGetNext(
iterator, output_types, output_shapes, name=None
)
Args
iterator A Tensor of type ... | tensorflow.raw_ops.iteratorgetnext |
tf.raw_ops.IteratorGetNextAsOptional Gets the next output from the given iterator as an Optional variant. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorGetNextAsOptional
tf.raw_ops.IteratorGetNextAsOptional(
iterator, output_types, output_shapes, n... | tensorflow.raw_ops.iteratorgetnextasoptional |
tf.raw_ops.IteratorGetNextSync Gets the next output from the given iterator. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorGetNextSync
tf.raw_ops.IteratorGetNextSync(
iterator, output_types, output_shapes, name=None
)
This operation is a synchrono... | tensorflow.raw_ops.iteratorgetnextsync |
tf.raw_ops.IteratorToStringHandle Converts the given resource_handle representing an iterator to a string. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorToStringHandle
tf.raw_ops.IteratorToStringHandle(
resource_handle, name=None
)
Args
res... | tensorflow.raw_ops.iteratortostringhandle |
tf.raw_ops.IteratorV2 View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.IteratorV2
tf.raw_ops.IteratorV2(
shared_name, container, output_types, output_shapes, name=None
)
Args
shared_name A string.
container A string.
output_types A list ... | tensorflow.raw_ops.iteratorv2 |
tf.raw_ops.L2Loss L2 Loss. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.L2Loss
tf.raw_ops.L2Loss(
t, name=None
)
Computes half the L2 norm of a tensor without the sqrt: output = sum(t ** 2) / 2
Args
t A Tensor. Must be one of the following type... | tensorflow.raw_ops.l2loss |
tf.raw_ops.LatencyStatsDataset Records the latency of producing input_dataset elements in a StatsAggregator. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LatencyStatsDataset
tf.raw_ops.LatencyStatsDataset(
input_dataset, tag, output_types, output_shapes, ... | tensorflow.raw_ops.latencystatsdataset |
tf.raw_ops.LeakyRelu Computes rectified linear: max(features, features * alpha). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LeakyRelu
tf.raw_ops.LeakyRelu(
features, alpha=0.2, name=None
)
Args
features A Tensor. Must be one of the following t... | tensorflow.raw_ops.leakyrelu |
tf.raw_ops.LeakyReluGrad Computes rectified linear gradients for a LeakyRelu operation. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LeakyReluGrad
tf.raw_ops.LeakyReluGrad(
gradients, features, alpha=0.2, name=None
)
Args
gradients A Tensor. Mus... | tensorflow.raw_ops.leakyrelugrad |
tf.raw_ops.LearnedUnigramCandidateSampler Generates labels for candidate sampling with a learned unigram distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LearnedUnigramCandidateSampler
tf.raw_ops.LearnedUnigramCandidateSampler(
true_classes, num... | tensorflow.raw_ops.learnedunigramcandidatesampler |
tf.raw_ops.LeftShift Elementwise computes the bitwise left-shift of x and y. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LeftShift
tf.raw_ops.LeftShift(
x, y, name=None
)
If y is negative, or greater than or equal to the width of x in bits the result is... | tensorflow.raw_ops.leftshift |
tf.raw_ops.LegacyParallelInterleaveDatasetV2 Creates a dataset that applies f to the outputs of input_dataset. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LegacyParallelInterleaveDatasetV2
tf.raw_ops.LegacyParallelInterleaveDatasetV2(
input_dataset, othe... | tensorflow.raw_ops.legacyparallelinterleavedatasetv2 |
tf.raw_ops.Less Returns the truth value of (x < y) element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Less
tf.raw_ops.Less(
x, y, name=None
)
Note: math.less supports broadcasting. More about broadcasting here
Example: x = tf.constant([5, 4, 6]... | tensorflow.raw_ops.less |
tf.raw_ops.LessEqual Returns the truth value of (x <= y) element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LessEqual
tf.raw_ops.LessEqual(
x, y, name=None
)
Note: math.less_equal supports broadcasting. More about broadcasting here
Example: x =... | tensorflow.raw_ops.lessequal |
tf.raw_ops.Lgamma Computes the log of the absolute value of Gamma(x) element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Lgamma
tf.raw_ops.Lgamma(
x, name=None
)
For positive numbers, this function computes log((input - 1)!) for every element in t... | tensorflow.raw_ops.lgamma |
tf.raw_ops.LinSpace Generates values in an interval. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LinSpace
tf.raw_ops.LinSpace(
start, stop, num, name=None
)
A sequence of num evenly-spaced values are generated beginning at start. If num > 1, the values ... | tensorflow.raw_ops.linspace |
tf.raw_ops.ListDiff Computes the difference between two lists of numbers or strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ListDiff
tf.raw_ops.ListDiff(
x, y, out_idx=tf.dtypes.int32, name=None
)
Given a list x and a list y, this operation returns... | tensorflow.raw_ops.listdiff |
tf.raw_ops.LMDBDataset Creates a dataset that emits the key-value pairs in one or more LMDB files. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LMDBDataset
tf.raw_ops.LMDBDataset(
filenames, output_types, output_shapes, name=None
)
The Lightning Memory-M... | tensorflow.raw_ops.lmdbdataset |
tf.raw_ops.LMDBReader A Reader that outputs the records from a LMDB file. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LMDBReader
tf.raw_ops.LMDBReader(
container='', shared_name='', name=None
)
Args
container An optional string. Defaults to "".... | tensorflow.raw_ops.lmdbreader |
tf.raw_ops.LoadAndRemapMatrix Loads a 2-D (matrix) Tensor with name old_tensor_name from the checkpoint View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadAndRemapMatrix
tf.raw_ops.LoadAndRemapMatrix(
ckpt_path, old_tensor_name, row_remapping, col_remapping... | tensorflow.raw_ops.loadandremapmatrix |
tf.raw_ops.LoadDataset View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadDataset
tf.raw_ops.LoadDataset(
path, reader_func_other_args, output_types, output_shapes, reader_func,
compression='', name=None
)
Args
path A Tensor of type string.
... | tensorflow.raw_ops.loaddataset |
tf.raw_ops.LoadTPUEmbeddingAdadeltaParameters Load Adadelta embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingAdadeltaParameters
tf.raw_ops.LoadTPUEmbeddingAdadeltaParameters(
parameters, accumulators, updates, num_shards,... | tensorflow.raw_ops.loadtpuembeddingadadeltaparameters |
tf.raw_ops.LoadTPUEmbeddingAdadeltaParametersGradAccumDebug Load Adadelta parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingAdadeltaParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingAdadeltaParametersGradAccumDebug(... | tensorflow.raw_ops.loadtpuembeddingadadeltaparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingAdagradParameters Load Adagrad embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingAdagradParameters
tf.raw_ops.LoadTPUEmbeddingAdagradParameters(
parameters, accumulators, num_shards, shard_id, ta... | tensorflow.raw_ops.loadtpuembeddingadagradparameters |
tf.raw_ops.LoadTPUEmbeddingAdagradParametersGradAccumDebug Load Adagrad embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingAdagradParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingAdagradParametersGradAccum... | tensorflow.raw_ops.loadtpuembeddingadagradparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingADAMParameters Load ADAM embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingADAMParameters
tf.raw_ops.LoadTPUEmbeddingADAMParameters(
parameters, momenta, velocities, num_shards, shard_id, table_i... | tensorflow.raw_ops.loadtpuembeddingadamparameters |
tf.raw_ops.LoadTPUEmbeddingADAMParametersGradAccumDebug Load ADAM embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingADAMParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingADAMParametersGradAccumDebug(
p... | tensorflow.raw_ops.loadtpuembeddingadamparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingCenteredRMSPropParameters Load centered RMSProp embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingCenteredRMSPropParameters
tf.raw_ops.LoadTPUEmbeddingCenteredRMSPropParameters(
parameters, ms, m... | tensorflow.raw_ops.loadtpuembeddingcenteredrmspropparameters |
tf.raw_ops.LoadTPUEmbeddingFTRLParameters Load FTRL embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingFTRLParameters
tf.raw_ops.LoadTPUEmbeddingFTRLParameters(
parameters, accumulators, linears, num_shards, shard_id, table... | tensorflow.raw_ops.loadtpuembeddingftrlparameters |
tf.raw_ops.LoadTPUEmbeddingFTRLParametersGradAccumDebug Load FTRL embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingFTRLParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingFTRLParametersGradAccumDebug(
p... | tensorflow.raw_ops.loadtpuembeddingftrlparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingMDLAdagradLightParameters Load MDL Adagrad Light embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingMDLAdagradLightParameters
tf.raw_ops.LoadTPUEmbeddingMDLAdagradLightParameters(
parameters, accu... | tensorflow.raw_ops.loadtpuembeddingmdladagradlightparameters |
tf.raw_ops.LoadTPUEmbeddingMomentumParameters Load Momentum embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingMomentumParameters
tf.raw_ops.LoadTPUEmbeddingMomentumParameters(
parameters, momenta, num_shards, shard_id, tab... | tensorflow.raw_ops.loadtpuembeddingmomentumparameters |
tf.raw_ops.LoadTPUEmbeddingMomentumParametersGradAccumDebug Load Momentum embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingMomentumParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingMomentumParametersGradA... | tensorflow.raw_ops.loadtpuembeddingmomentumparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingProximalAdagradParameters Load proximal Adagrad embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingProximalAdagradParameters
tf.raw_ops.LoadTPUEmbeddingProximalAdagradParameters(
parameters, accum... | tensorflow.raw_ops.loadtpuembeddingproximaladagradparameters |
tf.raw_ops.LoadTPUEmbeddingProximalAdagradParametersGradAccumDebug Load proximal Adagrad embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingProximalAdagradParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingP... | tensorflow.raw_ops.loadtpuembeddingproximaladagradparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingProximalYogiParameters View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingProximalYogiParameters
tf.raw_ops.LoadTPUEmbeddingProximalYogiParameters(
parameters, v, m, num_shards, shard_id, table_id=-1, table_name='',
... | tensorflow.raw_ops.loadtpuembeddingproximalyogiparameters |
tf.raw_ops.LoadTPUEmbeddingProximalYogiParametersGradAccumDebug View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingProximalYogiParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingProximalYogiParametersGradAccumDebug(
parameters, v, m, gradient_a... | tensorflow.raw_ops.loadtpuembeddingproximalyogiparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingRMSPropParameters Load RMSProp embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingRMSPropParameters
tf.raw_ops.LoadTPUEmbeddingRMSPropParameters(
parameters, ms, mom, num_shards, shard_id, table_i... | tensorflow.raw_ops.loadtpuembeddingrmspropparameters |
tf.raw_ops.LoadTPUEmbeddingRMSPropParametersGradAccumDebug Load RMSProp embedding parameters with debug support. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingRMSPropParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingRMSPropParametersGradAccum... | tensorflow.raw_ops.loadtpuembeddingrmspropparametersgradaccumdebug |
tf.raw_ops.LoadTPUEmbeddingStochasticGradientDescentParameters Load SGD embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingStochasticGradientDescentParameters
tf.raw_ops.LoadTPUEmbeddingStochasticGradientDescentParameters(
... | tensorflow.raw_ops.loadtpuembeddingstochasticgradientdescentparameters |
tf.raw_ops.LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug Load SGD embedding parameters. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug
tf.raw_ops.LoadTPUEmbeddingStochasticGra... | tensorflow.raw_ops.loadtpuembeddingstochasticgradientdescentparametersgradaccumdebug |
tf.raw_ops.Log Computes natural logarithm of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Log
tf.raw_ops.Log(
x, name=None
)
I.e., \(y = \log_e x\). Example: x = tf.constant([0, 0.5, 1, 5]) tf.math.log(x) See: https://en.wikipedia.or... | tensorflow.raw_ops.log |
tf.raw_ops.Log1p Computes natural logarithm of (1 + x) element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Log1p
tf.raw_ops.Log1p(
x, name=None
)
I.e., \(y = \log_e (1 + x)\). Example:
x = tf.constant([0, 0.5, 1, 5])
tf.math.log1p(x)
<tf.Tensor... | tensorflow.raw_ops.log1p |
tf.raw_ops.LogicalAnd Returns the truth value of x AND y element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogicalAnd
tf.raw_ops.LogicalAnd(
x, y, name=None
)
Note: LogicalAnd supports broadcasting. More about broadcasting here
Args
x ... | tensorflow.raw_ops.logicaland |
tf.raw_ops.LogicalNot Returns the truth value of NOT x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogicalNot
tf.raw_ops.LogicalNot(
x, name=None
)
Example:
tf.math.logical_not(tf.constant([True, False]))
<tf.Tensor: shape=(2,), dtype=boo... | tensorflow.raw_ops.logicalnot |
tf.raw_ops.LogicalOr Returns the truth value of x OR y element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogicalOr
tf.raw_ops.LogicalOr(
x, y, name=None
)
Note: math.logical_or supports broadcasting. More about broadcasting here
Args
x ... | tensorflow.raw_ops.logicalor |
tf.raw_ops.LogMatrixDeterminant Computes the sign and the log of the absolute value of the determinant of View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogMatrixDeterminant
tf.raw_ops.LogMatrixDeterminant(
input, name=None
)
one or more square matrices. T... | tensorflow.raw_ops.logmatrixdeterminant |
tf.raw_ops.LogSoftmax Computes log softmax activations. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogSoftmax
tf.raw_ops.LogSoftmax(
logits, name=None
)
For each batch i and class j we have logsoftmax[i, j] = logits[i, j] - log(sum(exp(logits[i])))
... | tensorflow.raw_ops.logsoftmax |
tf.raw_ops.LogUniformCandidateSampler Generates labels for candidate sampling with a log-uniform distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LogUniformCandidateSampler
tf.raw_ops.LogUniformCandidateSampler(
true_classes, num_true, num_sampl... | tensorflow.raw_ops.loguniformcandidatesampler |
tf.raw_ops.LookupTableExport Outputs all keys and values in the table. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableExport
tf.raw_ops.LookupTableExport(
table_handle, Tkeys, Tvalues, name=None
)
Args
table_handle A Tensor of type muta... | tensorflow.raw_ops.lookuptableexport |
tf.raw_ops.LookupTableExportV2 Outputs all keys and values in the table. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableExportV2
tf.raw_ops.LookupTableExportV2(
table_handle, Tkeys, Tvalues, name=None
)
Args
table_handle A Tensor of typ... | tensorflow.raw_ops.lookuptableexportv2 |
tf.raw_ops.LookupTableFind Looks up keys in a table, outputs the corresponding values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableFind
tf.raw_ops.LookupTableFind(
table_handle, keys, default_value, name=None
)
The tensor keys must of the sam... | tensorflow.raw_ops.lookuptablefind |
tf.raw_ops.LookupTableFindV2 Looks up keys in a table, outputs the corresponding values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableFindV2
tf.raw_ops.LookupTableFindV2(
table_handle, keys, default_value, name=None
)
The tensor keys must of t... | tensorflow.raw_ops.lookuptablefindv2 |
tf.raw_ops.LookupTableImport Replaces the contents of the table with the specified keys and values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableImport
tf.raw_ops.LookupTableImport(
table_handle, keys, values, name=None
)
The tensor keys must ... | tensorflow.raw_ops.lookuptableimport |
tf.raw_ops.LookupTableImportV2 Replaces the contents of the table with the specified keys and values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableImportV2
tf.raw_ops.LookupTableImportV2(
table_handle, keys, values, name=None
)
The tensor keys... | tensorflow.raw_ops.lookuptableimportv2 |
tf.raw_ops.LookupTableInsert Updates the table to associates keys with values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableInsert
tf.raw_ops.LookupTableInsert(
table_handle, keys, values, name=None
)
The tensor keys must be of the same type a... | tensorflow.raw_ops.lookuptableinsert |
tf.raw_ops.LookupTableInsertV2 Updates the table to associates keys with values. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableInsertV2
tf.raw_ops.LookupTableInsertV2(
table_handle, keys, values, name=None
)
The tensor keys must be of the same ... | tensorflow.raw_ops.lookuptableinsertv2 |
tf.raw_ops.LookupTableRemoveV2 Removes keys and its associated values from a table. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableRemoveV2
tf.raw_ops.LookupTableRemoveV2(
table_handle, keys, name=None
)
The tensor keys must of the same type as ... | tensorflow.raw_ops.lookuptableremovev2 |
tf.raw_ops.LookupTableSize Computes the number of elements in the given table. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableSize
tf.raw_ops.LookupTableSize(
table_handle, name=None
)
Args
table_handle A Tensor of type mutable string. ... | tensorflow.raw_ops.lookuptablesize |
tf.raw_ops.LookupTableSizeV2 Computes the number of elements in the given table. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LookupTableSizeV2
tf.raw_ops.LookupTableSizeV2(
table_handle, name=None
)
Args
table_handle A Tensor of type resource. ... | tensorflow.raw_ops.lookuptablesizev2 |
tf.raw_ops.LoopCond Forwards the input to the output. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LoopCond
tf.raw_ops.LoopCond(
input, name=None
)
This operator represents the loop termination condition used by the "pivot" switches of a loop.
Args
... | tensorflow.raw_ops.loopcond |
tf.raw_ops.LowerBound Applies lower_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.LowerBound
tf.raw_ops.LowerBound(
sorted_inputs, values, out_type=tf.dtypes.int32, name=None
)
Each set of rows with the ... | tensorflow.raw_ops.lowerbound |
tf.raw_ops.LRN Local Response Normalization. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LRN
tf.raw_ops.LRN(
input, depth_radius=5, bias=1, alpha=1, beta=0.5, name=None
)
The 4-D input tensor is treated as a 3-D array of 1-D vectors (along the last dime... | tensorflow.raw_ops.lrn |
tf.raw_ops.LRNGrad Gradients for Local Response Normalization. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LRNGrad
tf.raw_ops.LRNGrad(
input_grads, input_image, output_image, depth_radius=5, bias=1, alpha=1,
beta=0.5, name=None
)
Args
input_g... | tensorflow.raw_ops.lrngrad |
tf.raw_ops.LSTMBlockCell Computes the LSTM cell forward propagation for 1 time step. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LSTMBlockCell
tf.raw_ops.LSTMBlockCell(
x, cs_prev, h_prev, w, wci, wcf, wco, b, forget_bias=1, cell_clip=3,
use_peephole... | tensorflow.raw_ops.lstmblockcell |
tf.raw_ops.LSTMBlockCellGrad Computes the LSTM cell backward propagation for 1 timestep. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.LSTMBlockCellGrad
tf.raw_ops.LSTMBlockCellGrad(
x, cs_prev, h_prev, w, wci, wcf, wco, b, i, cs, f, o, ci, co, cs_grad, h_... | tensorflow.raw_ops.lstmblockcellgrad |
tf.raw_ops.Lu Computes the LU decomposition of one or more square matrices. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Lu
tf.raw_ops.Lu(
input, output_idx_type=tf.dtypes.int32, name=None
)
The input is a tensor of shape [..., M, M] whose inner-most 2 d... | tensorflow.raw_ops.lu |
tf.raw_ops.MakeIterator Makes a new iterator from the given dataset and stores it in iterator. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MakeIterator
tf.raw_ops.MakeIterator(
dataset, iterator, name=None
)
This operation may be executed multiple times... | tensorflow.raw_ops.makeiterator |
tf.raw_ops.MapAndBatchDataset Creates a dataset that fuses mapping with batching. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapAndBatchDataset
tf.raw_ops.MapAndBatchDataset(
input_dataset, other_arguments, batch_size, num_parallel_calls, drop_remainder... | tensorflow.raw_ops.mapandbatchdataset |
tf.raw_ops.MapClear Op removes all elements in the underlying container. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapClear
tf.raw_ops.MapClear(
dtypes, capacity=0, memory_limit=0, container='',
shared_name='', name=None
)
Args
dtypes A l... | tensorflow.raw_ops.mapclear |
tf.raw_ops.MapDataset Creates a dataset that applies f to the outputs of input_dataset. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapDataset
tf.raw_ops.MapDataset(
input_dataset, other_arguments, f, output_types, output_shapes,
use_inter_op_paralle... | tensorflow.raw_ops.mapdataset |
tf.raw_ops.MapDefun Maps a function on the list of tensors unpacked from arguments on dimension 0. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapDefun
tf.raw_ops.MapDefun(
arguments, captured_inputs, output_types, output_shapes, f,
max_intra_op_para... | tensorflow.raw_ops.mapdefun |
tf.raw_ops.MapIncompleteSize Op returns the number of incomplete elements in the underlying container. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapIncompleteSize
tf.raw_ops.MapIncompleteSize(
dtypes, capacity=0, memory_limit=0, container='',
share... | tensorflow.raw_ops.mapincompletesize |
tf.raw_ops.MapPeek Op peeks at the values at the specified key. If the View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapPeek
tf.raw_ops.MapPeek(
key, indices, dtypes, capacity=0, memory_limit=0, container='',
shared_name='', name=None
)
underlying con... | tensorflow.raw_ops.mappeek |
tf.raw_ops.MapSize Op returns the number of elements in the underlying container. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.MapSize
tf.raw_ops.MapSize(
dtypes, capacity=0, memory_limit=0, container='',
shared_name='', name=None
)
Args
dtype... | tensorflow.raw_ops.mapsize |
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