doc_content stringlengths 1 386k | doc_id stringlengths 5 188 |
|---|---|
tf.random.set_global_generator Replaces the global generator with another Generator object. View aliases Main aliases
tf.random.experimental.set_global_generator Compat aliases for migration See Migration guide for more details. tf.compat.v1.random.experimental.set_global_generator, tf.compat.v1.random.set_global_ge... | tensorflow.random.set_global_generator |
tf.random.set_seed Sets the global random seed.
tf.random.set_seed(
seed
)
Operations that rely on a random seed actually derive it from two seeds: the global and operation-level seeds. This sets the global seed. Its interactions with operation-level seeds is as follows: If neither the global seed nor the operat... | tensorflow.random.set_seed |
tf.random.shuffle View source on GitHub Randomly shuffles a tensor along its first dimension. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.shuffle, tf.compat.v1.random_shuffle
tf.random.shuffle(
value, seed=None, name=None
)
The tensor is shuffled ... | tensorflow.random.shuffle |
tf.random.stateless_binomial Outputs deterministic pseudorandom values from a binomial distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_binomial
tf.random.stateless_binomial(
shape, seed, counts, probs, output_dtype=tf.dtypes.int32, nam... | tensorflow.random.stateless_binomial |
tf.random.stateless_categorical View source on GitHub Draws deterministic pseudorandom samples from a categorical distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_categorical
tf.random.stateless_categorical(
logits, num_samples, ... | tensorflow.random.stateless_categorical |
tf.random.stateless_gamma Outputs deterministic pseudorandom values from a gamma distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_gamma
tf.random.stateless_gamma(
shape, seed, alpha, beta=None, dtype=tf.dtypes.float32, name=None
)
The ... | tensorflow.random.stateless_gamma |
tf.random.stateless_normal View source on GitHub Outputs deterministic pseudorandom values from a normal distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_normal
tf.random.stateless_normal(
shape, seed, mean=0.0, stddev=1.0, dtype... | tensorflow.random.stateless_normal |
tf.random.stateless_parameterized_truncated_normal Outputs random values from a truncated normal distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_parameterized_truncated_normal
tf.random.stateless_parameterized_truncated_normal(
shape, ... | tensorflow.random.stateless_parameterized_truncated_normal |
tf.random.stateless_poisson Outputs deterministic pseudorandom values from a Poisson distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_poisson
tf.random.stateless_poisson(
shape, seed, lam, dtype=tf.dtypes.int32, name=None
)
The generat... | tensorflow.random.stateless_poisson |
tf.random.stateless_truncated_normal View source on GitHub Outputs deterministic pseudorandom values, truncated normally distributed. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_truncated_normal
tf.random.stateless_truncated_normal(
shape... | tensorflow.random.stateless_truncated_normal |
tf.random.stateless_uniform View source on GitHub Outputs deterministic pseudorandom values from a uniform distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.stateless_uniform
tf.random.stateless_uniform(
shape, seed, minval=0, maxval=None, ... | tensorflow.random.stateless_uniform |
tf.random.truncated_normal View source on GitHub Outputs random values from a truncated normal distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.truncated_normal, tf.compat.v1.truncated_normal
tf.random.truncated_normal(
shape, mean=0.0, st... | tensorflow.random.truncated_normal |
tf.random.uniform View source on GitHub Outputs random values from a uniform distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.random.uniform, tf.compat.v1.random_uniform
tf.random.uniform(
shape, minval=0, maxval=None, dtype=tf.dtypes.float32, se... | tensorflow.random.uniform |
tf.random.uniform_candidate_sampler View source on GitHub Samples a set of classes using a uniform base distribution. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.nn.uniform_candidate_sampler, tf.compat.v1.random.uniform_candidate_sampler
tf.random.uniform_can... | tensorflow.random.uniform_candidate_sampler |
tf.random_normal_initializer View source on GitHub Initializer that generates tensors with a normal distribution.
tf.random_normal_initializer(
mean=0.0, stddev=0.05, seed=None
)
Initializers allow you to pre-specify an initialization strategy, encoded in the Initializer object, without knowing the shape a... | tensorflow.random_normal_initializer |
tf.random_uniform_initializer View source on GitHub Initializer that generates tensors with a uniform distribution.
tf.random_uniform_initializer(
minval=-0.05, maxval=0.05, seed=None
)
Initializers allow you to pre-specify an initialization strategy, encoded in the Initializer object, without knowing the ... | tensorflow.random_uniform_initializer |
tf.range View source on GitHub Creates a sequence of numbers. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.range tf.range(limit, delta=1, dtype=None, name='range')
tf.range(start, limit, delta=1, dtype=None, name='range')
Creates a sequence of numbers that beg... | tensorflow.range |
tf.rank View source on GitHub Returns the rank of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.rank
tf.rank(
input, name=None
)
See also tf.shape. Returns a 0-D int32 Tensor representing the rank of input. For example: # shape of tensor 't' is [... | tensorflow.rank |
Module: tf.raw_ops Public API for tf.raw_ops namespace.
Note: tf.raw_ops provides direct/low level access to all TensorFlow ops. See the RFC for details. Unless you are library writer, you likely do not need to use these ops directly.
Op Name Has Gradient Abort ❌ Abs ✔️ AccumulateNV2 ✔️ AccumulatorApplyG... | tensorflow.raw_ops |
tf.raw_ops.Abort Raise a exception to abort the process when called. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Abort
tf.raw_ops.Abort(
error_msg='', exit_without_error=False, name=None
)
If exit_without_error is true, the process will exit normally, o... | tensorflow.raw_ops.abort |
tf.raw_ops.Abs Computes the absolute value of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Abs
tf.raw_ops.Abs(
x, name=None
)
Given a tensor x, this operation returns a tensor containing the absolute value of each element in x. For example, i... | tensorflow.raw_ops.abs |
tf.raw_ops.AccumulateNV2 Returns the element-wise sum of a list of tensors. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AccumulateNV2
tf.raw_ops.AccumulateNV2(
inputs, shape, name=None
)
tf.accumulate_n_v2 performs the same operation as tf.add_n, but do... | tensorflow.raw_ops.accumulatenv2 |
tf.raw_ops.AccumulatorApplyGradient Applies a gradient to a given accumulator. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AccumulatorApplyGradient
tf.raw_ops.AccumulatorApplyGradient(
handle, local_step, gradient, name=None
)
Does not add if local_step... | tensorflow.raw_ops.accumulatorapplygradient |
tf.raw_ops.AccumulatorNumAccumulated Returns the number of gradients aggregated in the given accumulators. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AccumulatorNumAccumulated
tf.raw_ops.AccumulatorNumAccumulated(
handle, name=None
)
Args
handle... | tensorflow.raw_ops.accumulatornumaccumulated |
tf.raw_ops.AccumulatorSetGlobalStep Updates the accumulator with a new value for global_step. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AccumulatorSetGlobalStep
tf.raw_ops.AccumulatorSetGlobalStep(
handle, new_global_step, name=None
)
Logs warning if ... | tensorflow.raw_ops.accumulatorsetglobalstep |
tf.raw_ops.AccumulatorTakeGradient Extracts the average gradient in the given ConditionalAccumulator. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AccumulatorTakeGradient
tf.raw_ops.AccumulatorTakeGradient(
handle, num_required, dtype, name=None
)
The op... | tensorflow.raw_ops.accumulatortakegradient |
tf.raw_ops.Acos Computes acos of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Acos
tf.raw_ops.Acos(
x, name=None
)
Provided an input tensor, the tf.math.acos operation returns the inverse cosine of each element of the tensor. If y = tf.ma... | tensorflow.raw_ops.acos |
tf.raw_ops.Acosh Computes inverse hyperbolic cosine of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Acosh
tf.raw_ops.Acosh(
x, name=None
)
Given an input tensor, the function computes inverse hyperbolic cosine of every element. Input rang... | tensorflow.raw_ops.acosh |
tf.raw_ops.Add Returns x + y element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Add
tf.raw_ops.Add(
x, y, name=None
)
Note: math.add supports broadcasting. AddN does not. More about broadcasting here
Given two input tensors, the tf.add operatio... | tensorflow.raw_ops.add |
tf.raw_ops.AddManySparseToTensorsMap Add an N-minibatch SparseTensor to a SparseTensorsMap, return N handles. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AddManySparseToTensorsMap
tf.raw_ops.AddManySparseToTensorsMap(
sparse_indices, sparse_values, spars... | tensorflow.raw_ops.addmanysparsetotensorsmap |
tf.raw_ops.AddN Add all input tensors element wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AddN
tf.raw_ops.AddN(
inputs, name=None
)
Inputs must be of same size and shape. x = [9, 7, 10]
tf.math.add_n(x) ==> 26
Args
inputs A list of at le... | tensorflow.raw_ops.addn |
tf.raw_ops.AddSparseToTensorsMap Add a SparseTensor to a SparseTensorsMap return its handle. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AddSparseToTensorsMap
tf.raw_ops.AddSparseToTensorsMap(
sparse_indices, sparse_values, sparse_shape, container='',
... | tensorflow.raw_ops.addsparsetotensorsmap |
tf.raw_ops.AddV2 Returns x + y element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AddV2
tf.raw_ops.AddV2(
x, y, name=None
)
Note: Add supports broadcasting. AddN does not. More about broadcasting here
Args
x A Tensor. Must be one of th... | tensorflow.raw_ops.addv2 |
tf.raw_ops.AdjustContrast Deprecated. Disallowed in GraphDef version >= 2. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AdjustContrast
tf.raw_ops.AdjustContrast(
images, contrast_factor, min_value, max_value, name=None
)
Args
images A Tensor. Mu... | tensorflow.raw_ops.adjustcontrast |
tf.raw_ops.AdjustContrastv2 Adjust the contrast of one or more images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AdjustContrastv2
tf.raw_ops.AdjustContrastv2(
images, contrast_factor, name=None
)
images is a tensor of at least 3 dimensions. The last 3... | tensorflow.raw_ops.adjustcontrastv2 |
tf.raw_ops.AdjustHue Adjust the hue of one or more images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AdjustHue
tf.raw_ops.AdjustHue(
images, delta, name=None
)
images is a tensor of at least 3 dimensions. The last dimension is interpreted as channels,... | tensorflow.raw_ops.adjusthue |
tf.raw_ops.AdjustSaturation Adjust the saturation of one or more images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AdjustSaturation
tf.raw_ops.AdjustSaturation(
images, scale, name=None
)
images is a tensor of at least 3 dimensions. The last dimension... | tensorflow.raw_ops.adjustsaturation |
tf.raw_ops.All Computes the "logical and" of elements across dimensions of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.All
tf.raw_ops.All(
input, axis, keep_dims=False, name=None
)
Reduces input along the dimensions given in axis. Unless keep_... | tensorflow.raw_ops.all |
tf.raw_ops.AllCandidateSampler 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.AllCandidateSampler
tf.raw_ops.AllCandidateSampler(
true_classes, num_true, num_sampled, unique, seed=... | tensorflow.raw_ops.allcandidatesampler |
tf.raw_ops.AllToAll An Op to exchange data across TPU replicas. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AllToAll
tf.raw_ops.AllToAll(
input, group_assignment, concat_dimension, split_dimension, split_count,
name=None
)
On each replica, the input... | tensorflow.raw_ops.alltoall |
tf.raw_ops.Angle Returns the argument of a complex number. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Angle
tf.raw_ops.Angle(
input, Tout=tf.dtypes.float32, name=None
)
Given a tensor input of complex numbers, this operation returns a tensor of type ... | tensorflow.raw_ops.angle |
tf.raw_ops.AnonymousIterator A container for an iterator resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousIterator
tf.raw_ops.AnonymousIterator(
output_types, output_shapes, name=None
)
Args
output_types A list of tf.DTypes that h... | tensorflow.raw_ops.anonymousiterator |
tf.raw_ops.AnonymousIteratorV2 A container for an iterator resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousIteratorV2
tf.raw_ops.AnonymousIteratorV2(
output_types, output_shapes, name=None
)
Args
output_types A list of tf.DTypes ... | tensorflow.raw_ops.anonymousiteratorv2 |
tf.raw_ops.AnonymousMemoryCache View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousMemoryCache
tf.raw_ops.AnonymousMemoryCache(
name=None
)
Args
name A name for the operation (optional).
Returns A tuple of Tensor objects (handle, de... | tensorflow.raw_ops.anonymousmemorycache |
tf.raw_ops.AnonymousMultiDeviceIterator A container for a multi device iterator resource. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousMultiDeviceIterator
tf.raw_ops.AnonymousMultiDeviceIterator(
devices, output_types, output_shapes, name=None
)
... | tensorflow.raw_ops.anonymousmultideviceiterator |
tf.raw_ops.AnonymousRandomSeedGenerator View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousRandomSeedGenerator
tf.raw_ops.AnonymousRandomSeedGenerator(
seed, seed2, name=None
)
Args
seed A Tensor of type int64.
seed2 A Tensor of type in... | tensorflow.raw_ops.anonymousrandomseedgenerator |
tf.raw_ops.AnonymousSeedGenerator View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousSeedGenerator
tf.raw_ops.AnonymousSeedGenerator(
seed, seed2, reshuffle, name=None
)
Args
seed A Tensor of type int64.
seed2 A Tensor of type int64.
... | tensorflow.raw_ops.anonymousseedgenerator |
tf.raw_ops.Any Computes the "logical or" of elements across dimensions of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Any
tf.raw_ops.Any(
input, axis, keep_dims=False, name=None
)
Reduces input along the dimensions given in axis. Unless keep_d... | tensorflow.raw_ops.any |
tf.raw_ops.ApplyAdadelta Update '*var' according to the adadelta scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdadelta
tf.raw_ops.ApplyAdadelta(
var, accum, accum_update, lr, rho, epsilon, grad, use_locking=False, name=None
)
accum = rho() *... | tensorflow.raw_ops.applyadadelta |
tf.raw_ops.ApplyAdagrad Update '*var' according to the adagrad scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdagrad
tf.raw_ops.ApplyAdagrad(
var, accum, lr, grad, use_locking=False, update_slots=True, name=None
)
accum += grad * grad var -= ... | tensorflow.raw_ops.applyadagrad |
tf.raw_ops.ApplyAdagradDA Update '*var' according to the proximal adagrad scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdagradDA
tf.raw_ops.ApplyAdagradDA(
var, gradient_accumulator, gradient_squared_accumulator, grad, lr, l1, l2,
global_... | tensorflow.raw_ops.applyadagradda |
tf.raw_ops.ApplyAdagradV2 Update '*var' according to the adagrad scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdagradV2
tf.raw_ops.ApplyAdagradV2(
var, accum, lr, epsilon, grad, use_locking=False, update_slots=True, name=None
)
accum += grad... | tensorflow.raw_ops.applyadagradv2 |
tf.raw_ops.ApplyAdam Update '*var' according to the Adam algorithm. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdam
tf.raw_ops.ApplyAdam(
var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad,
use_locking=False, use_nesterov=Fa... | tensorflow.raw_ops.applyadam |
tf.raw_ops.ApplyAdaMax Update '*var' according to the AdaMax algorithm. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAdaMax
tf.raw_ops.ApplyAdaMax(
var, m, v, beta1_power, lr, beta1, beta2, epsilon, grad, use_locking=False,
name=None
)
mt <- bet... | tensorflow.raw_ops.applyadamax |
tf.raw_ops.ApplyAddSign Update '*var' according to the AddSign update. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyAddSign
tf.raw_ops.ApplyAddSign(
var, m, lr, alpha, sign_decay, beta, grad, use_locking=False, name=None
)
mt <- beta1 * m{t-1} + (1 ... | tensorflow.raw_ops.applyaddsign |
tf.raw_ops.ApplyCenteredRMSProp Update '*var' according to the centered RMSProp algorithm. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyCenteredRMSProp
tf.raw_ops.ApplyCenteredRMSProp(
var, mg, ms, mom, lr, rho, momentum, epsilon, grad, use_locking=F... | tensorflow.raw_ops.applycenteredrmsprop |
tf.raw_ops.ApplyFtrl Update '*var' according to the Ftrl-proximal scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyFtrl
tf.raw_ops.ApplyFtrl(
var, accum, linear, grad, lr, l1, l2, lr_power, use_locking=False,
multiply_linear_by_lr=False, name... | tensorflow.raw_ops.applyftrl |
tf.raw_ops.ApplyFtrlV2 Update '*var' according to the Ftrl-proximal scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyFtrlV2
tf.raw_ops.ApplyFtrlV2(
var, accum, linear, grad, lr, l1, l2, l2_shrinkage, lr_power, use_locking=False,
multiply_line... | tensorflow.raw_ops.applyftrlv2 |
tf.raw_ops.ApplyGradientDescent Update '*var' by subtracting 'alpha' * 'delta' from it. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyGradientDescent
tf.raw_ops.ApplyGradientDescent(
var, alpha, delta, use_locking=False, name=None
)
Args
var ... | tensorflow.raw_ops.applygradientdescent |
tf.raw_ops.ApplyMomentum Update '*var' according to the momentum scheme. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyMomentum
tf.raw_ops.ApplyMomentum(
var, accum, lr, grad, momentum, use_locking=False, use_nesterov=False, name=None
)
Set use_neste... | tensorflow.raw_ops.applymomentum |
tf.raw_ops.ApplyPowerSign Update '*var' according to the AddSign update. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyPowerSign
tf.raw_ops.ApplyPowerSign(
var, m, lr, logbase, sign_decay, beta, grad, use_locking=False, name=None
)
mt <- beta1 * m{t-... | tensorflow.raw_ops.applypowersign |
tf.raw_ops.ApplyProximalAdagrad Update 'var' and 'accum' according to FOBOS with Adagrad learning rate. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyProximalAdagrad
tf.raw_ops.ApplyProximalAdagrad(
var, accum, lr, l1, l2, grad, use_locking=False, nam... | tensorflow.raw_ops.applyproximaladagrad |
tf.raw_ops.ApplyProximalGradientDescent Update '*var' as FOBOS algorithm with fixed learning rate. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyProximalGradientDescent
tf.raw_ops.ApplyProximalGradientDescent(
var, alpha, l1, l2, delta, use_locking=Fa... | tensorflow.raw_ops.applyproximalgradientdescent |
tf.raw_ops.ApplyRMSProp Update '*var' according to the RMSProp algorithm. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApplyRMSProp
tf.raw_ops.ApplyRMSProp(
var, ms, mom, lr, rho, momentum, epsilon, grad, use_locking=False, name=None
)
Note that in dense... | tensorflow.raw_ops.applyrmsprop |
tf.raw_ops.ApproximateEqual Returns the truth value of abs(x-y) < tolerance element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ApproximateEqual
tf.raw_ops.ApproximateEqual(
x, y, tolerance=1e-05, name=None
)
Args
x A Tensor. Must be one ... | tensorflow.raw_ops.approximateequal |
tf.raw_ops.ArgMax Returns the index with the largest value across dimensions of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ArgMax
tf.raw_ops.ArgMax(
input, dimension, output_type=tf.dtypes.int64, name=None
)
Note that in case of ties the iden... | tensorflow.raw_ops.argmax |
tf.raw_ops.ArgMin Returns the index with the smallest value across dimensions of a tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.ArgMin
tf.raw_ops.ArgMin(
input, dimension, output_type=tf.dtypes.int64, name=None
)
Note that in case of ties the ide... | tensorflow.raw_ops.argmin |
tf.raw_ops.Asin Computes the trignometric inverse sine of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Asin
tf.raw_ops.Asin(
x, name=None
)
The tf.math.asin operation returns the inverse of tf.math.sin, such that if y = tf.math.sin(x) the... | tensorflow.raw_ops.asin |
tf.raw_ops.Asinh Computes inverse hyperbolic sine of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Asinh
tf.raw_ops.Asinh(
x, name=None
)
Given an input tensor, this function computes inverse hyperbolic sine for every element in the tensor... | tensorflow.raw_ops.asinh |
tf.raw_ops.Assert Asserts that the given condition is true. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Assert
tf.raw_ops.Assert(
condition, data, summarize=3, name=None
)
If condition evaluates to false, print the list of tensors in data. summarize det... | tensorflow.raw_ops.assert |
tf.raw_ops.AssertCardinalityDataset View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssertCardinalityDataset
tf.raw_ops.AssertCardinalityDataset(
input_dataset, cardinality, output_types, output_shapes, name=None
)
Args
input_dataset A Tensor of ty... | tensorflow.raw_ops.assertcardinalitydataset |
tf.raw_ops.AssertNextDataset A transformation that asserts which transformations happen next. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssertNextDataset
tf.raw_ops.AssertNextDataset(
input_dataset, transformations, output_types, output_shapes, name=No... | tensorflow.raw_ops.assertnextdataset |
tf.raw_ops.Assign Update 'ref' by assigning 'value' to it. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Assign
tf.raw_ops.Assign(
ref, value, validate_shape=True, use_locking=True, name=None
)
This operation outputs "ref" after the assignment is done. Th... | tensorflow.raw_ops.assign |
tf.raw_ops.AssignAdd Update 'ref' by adding 'value' to it. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssignAdd
tf.raw_ops.AssignAdd(
ref, value, use_locking=False, name=None
)
This operation outputs "ref" after the update is done. This makes it easier... | tensorflow.raw_ops.assignadd |
tf.raw_ops.AssignAddVariableOp Adds a value to the current value of a variable. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssignAddVariableOp
tf.raw_ops.AssignAddVariableOp(
resource, value, name=None
)
Any ReadVariableOp with a control dependency on ... | tensorflow.raw_ops.assignaddvariableop |
tf.raw_ops.AssignSub Update 'ref' by subtracting 'value' from it. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssignSub
tf.raw_ops.AssignSub(
ref, value, use_locking=False, name=None
)
This operation outputs "ref" after the update is done. This makes it... | tensorflow.raw_ops.assignsub |
tf.raw_ops.AssignSubVariableOp Subtracts a value from the current value of a variable. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssignSubVariableOp
tf.raw_ops.AssignSubVariableOp(
resource, value, name=None
)
Any ReadVariableOp with a control depende... | tensorflow.raw_ops.assignsubvariableop |
tf.raw_ops.AssignVariableOp Assigns a new value to a variable. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AssignVariableOp
tf.raw_ops.AssignVariableOp(
resource, value, name=None
)
Any ReadVariableOp with a control dependency on this op is guaranteed t... | tensorflow.raw_ops.assignvariableop |
tf.raw_ops.AsString Converts each entry in the given tensor to strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AsString
tf.raw_ops.AsString(
input, precision=-1, scientific=False, shortest=False, width=-1,
fill='', name=None
)
Supports many num... | tensorflow.raw_ops.asstring |
tf.raw_ops.Atan Computes the trignometric inverse tangent of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Atan
tf.raw_ops.Atan(
x, name=None
)
The tf.math.atan operation returns the inverse of tf.math.tan, such that if y = tf.math.tan(x) ... | tensorflow.raw_ops.atan |
tf.raw_ops.Atan2 Computes arctangent of y/x element-wise, respecting signs of the arguments. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Atan2
tf.raw_ops.Atan2(
y, x, name=None
)
This is the angle ( \theta \in [-\pi, \pi] ) such that [ x = r \cos(\the... | tensorflow.raw_ops.atan2 |
tf.raw_ops.Atanh Computes inverse hyperbolic tangent of x element-wise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Atanh
tf.raw_ops.Atanh(
x, name=None
)
Given an input tensor, this function computes inverse hyperbolic tangent for every element in the ... | tensorflow.raw_ops.atanh |
tf.raw_ops.AudioSpectrogram Produces a visualization of audio data over time. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AudioSpectrogram
tf.raw_ops.AudioSpectrogram(
input, window_size, stride, magnitude_squared=False, name=None
)
Spectrograms are a s... | tensorflow.raw_ops.audiospectrogram |
tf.raw_ops.AudioSummary Outputs a Summary protocol buffer with audio. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AudioSummary
tf.raw_ops.AudioSummary(
tag, tensor, sample_rate, max_outputs=3, name=None
)
The summary has up to max_outputs summary values... | tensorflow.raw_ops.audiosummary |
tf.raw_ops.AudioSummaryV2 Outputs a Summary protocol buffer with audio. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AudioSummaryV2
tf.raw_ops.AudioSummaryV2(
tag, tensor, sample_rate, max_outputs=3, name=None
)
The summary has up to max_outputs summary ... | tensorflow.raw_ops.audiosummaryv2 |
tf.raw_ops.AutoShardDataset Creates a dataset that shards the input dataset. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AutoShardDataset
tf.raw_ops.AutoShardDataset(
input_dataset, num_workers, index, output_types, output_shapes,
auto_shard_policy=0... | tensorflow.raw_ops.autosharddataset |
tf.raw_ops.AvgPool Performs average pooling on the input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AvgPool
tf.raw_ops.AvgPool(
value, ksize, strides, padding, data_format='NHWC', name=None
)
Each entry in output is the mean of the corresponding size ... | tensorflow.raw_ops.avgpool |
tf.raw_ops.AvgPool3D Performs 3D average pooling on the input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AvgPool3D
tf.raw_ops.AvgPool3D(
input, ksize, strides, padding, data_format='NDHWC', name=None
)
Each entry in output is the mean of the correspon... | tensorflow.raw_ops.avgpool3d |
tf.raw_ops.AvgPool3DGrad Computes gradients of average pooling function. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AvgPool3DGrad
tf.raw_ops.AvgPool3DGrad(
orig_input_shape, grad, ksize, strides, padding, data_format='NDHWC',
name=None
)
Args
... | tensorflow.raw_ops.avgpool3dgrad |
tf.raw_ops.AvgPoolGrad Computes gradients of the average pooling function. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.AvgPoolGrad
tf.raw_ops.AvgPoolGrad(
orig_input_shape, grad, ksize, strides, padding, data_format='NHWC',
name=None
)
Args
o... | tensorflow.raw_ops.avgpoolgrad |
tf.raw_ops.BandedTriangularSolve View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BandedTriangularSolve
tf.raw_ops.BandedTriangularSolve(
matrix, rhs, lower=True, adjoint=False, name=None
)
Args
matrix A Tensor. Must be one of the following types: f... | tensorflow.raw_ops.bandedtriangularsolve |
tf.raw_ops.Barrier Defines a barrier that persists across different graph executions. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Barrier
tf.raw_ops.Barrier(
component_types, shapes=[], capacity=-1, container='',
shared_name='', name=None
)
A barrie... | tensorflow.raw_ops.barrier |
tf.raw_ops.BarrierClose Closes the given barrier. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BarrierClose
tf.raw_ops.BarrierClose(
handle, cancel_pending_enqueues=False, name=None
)
This operation signals that no more new elements will be inserted in t... | tensorflow.raw_ops.barrierclose |
tf.raw_ops.BarrierIncompleteSize Computes the number of incomplete elements in the given barrier. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BarrierIncompleteSize
tf.raw_ops.BarrierIncompleteSize(
handle, name=None
)
Args
handle A Tensor of ty... | tensorflow.raw_ops.barrierincompletesize |
tf.raw_ops.BarrierInsertMany For each key, assigns the respective value to the specified component. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BarrierInsertMany
tf.raw_ops.BarrierInsertMany(
handle, keys, values, component_index, name=None
)
If a key i... | tensorflow.raw_ops.barrierinsertmany |
tf.raw_ops.BarrierReadySize Computes the number of complete elements in the given barrier. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BarrierReadySize
tf.raw_ops.BarrierReadySize(
handle, name=None
)
Args
handle A Tensor of type mutable string... | tensorflow.raw_ops.barrierreadysize |
tf.raw_ops.BarrierTakeMany Takes the given number of completed elements from a barrier. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BarrierTakeMany
tf.raw_ops.BarrierTakeMany(
handle, num_elements, component_types, allow_small_batch=False,
wait_for_i... | tensorflow.raw_ops.barriertakemany |
tf.raw_ops.Batch Batches all input tensors nondeterministically. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.Batch
tf.raw_ops.Batch(
in_tensors, num_batch_threads, max_batch_size, batch_timeout_micros,
grad_timeout_micros, max_enqueued_batches=10, al... | tensorflow.raw_ops.batch |
tf.raw_ops.BatchCholesky View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BatchCholesky
tf.raw_ops.BatchCholesky(
input, name=None
)
Args
input A Tensor. Must be one of the following types: float64, float32.
name A name for the operation (opti... | tensorflow.raw_ops.batchcholesky |
tf.raw_ops.BatchCholeskyGrad View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.raw_ops.BatchCholeskyGrad
tf.raw_ops.BatchCholeskyGrad(
l, grad, name=None
)
Args
l A Tensor. Must be one of the following types: float32, float64.
grad A Tensor. Must have ... | tensorflow.raw_ops.batchcholeskygrad |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.