| Class | Description |
|---|---|
| AccumulatorApplyGradient |
Applies a gradient to a given accumulator.
|
| AccumulatorNumAccumulated |
Returns the number of gradients aggregated in the given accumulators.
|
| AccumulatorSetGlobalStep |
Updates the accumulator with a new value for global_step.
|
| AccumulatorTakeGradient<T> |
Extracts the average gradient in the given ConditionalAccumulator.
|
| ApplyAdadelta<T> |
Update '*var' according to the adadelta scheme.
|
| ApplyAdadelta.Options |
Optional attributes for
ApplyAdadelta |
| ApplyAdagrad<T> |
Update '*var' according to the adagrad scheme.
|
| ApplyAdagrad.Options |
Optional attributes for
ApplyAdagrad |
| ApplyAdagradDa<T> |
Update '*var' according to the proximal adagrad scheme.
|
| ApplyAdagradDa.Options |
Optional attributes for
ApplyAdagradDa |
| ApplyAdam<T> |
Update '*var' according to the Adam algorithm.
|
| ApplyAdam.Options |
Optional attributes for
ApplyAdam |
| ApplyAdaMax<T> |
Update '*var' according to the AdaMax algorithm.
|
| ApplyAdaMax.Options |
Optional attributes for
ApplyAdaMax |
| ApplyAddSign<T> |
Update '*var' according to the AddSign update.
|
| ApplyAddSign.Options |
Optional attributes for
ApplyAddSign |
| ApplyCenteredRmsProp<T> |
Update '*var' according to the centered RMSProp algorithm.
|
| ApplyCenteredRmsProp.Options |
Optional attributes for
ApplyCenteredRmsProp |
| ApplyFtrl<T> |
Update '*var' according to the Ftrl-proximal scheme.
|
| ApplyFtrl.Options |
Optional attributes for
ApplyFtrl |
| ApplyGradientDescent<T> |
Update '*var' by subtracting 'alpha' * 'delta' from it.
|
| ApplyGradientDescent.Options |
Optional attributes for
ApplyGradientDescent |
| ApplyMomentum<T> |
Update '*var' according to the momentum scheme.
|
| ApplyMomentum.Options |
Optional attributes for
ApplyMomentum |
| ApplyPowerSign<T> |
Update '*var' according to the AddSign update.
|
| ApplyPowerSign.Options |
Optional attributes for
ApplyPowerSign |
| ApplyProximalAdagrad<T> |
Update '*var' and '*accum' according to FOBOS with Adagrad learning rate.
|
| ApplyProximalAdagrad.Options |
Optional attributes for
ApplyProximalAdagrad |
| ApplyProximalGradientDescent<T> |
Update '*var' as FOBOS algorithm with fixed learning rate.
|
| ApplyProximalGradientDescent.Options |
Optional attributes for
ApplyProximalGradientDescent |
| ApplyRmsProp<T> |
Update '*var' according to the RMSProp algorithm.
|
| ApplyRmsProp.Options |
Optional attributes for
ApplyRmsProp |
| ConditionalAccumulator |
A conditional accumulator for aggregating gradients.
|
| ConditionalAccumulator.Options |
Optional attributes for
ConditionalAccumulator |
| GenerateVocabRemapping |
Given a path to new and old vocabulary files, returns a remapping Tensor of
|
| GenerateVocabRemapping.Options |
Optional attributes for
GenerateVocabRemapping |
| MergeV2Checkpoints |
V2 format specific: merges the metadata files of sharded checkpoints.
|
| MergeV2Checkpoints.Options |
Optional attributes for
MergeV2Checkpoints |
| NegTrain |
Training via negative sampling.
|
| PreventGradient<T> |
An identity op that triggers an error if a gradient is requested.
|
| PreventGradient.Options |
Optional attributes for
PreventGradient |
| ResourceApplyAdadelta |
Update '*var' according to the adadelta scheme.
|
| ResourceApplyAdadelta.Options |
Optional attributes for
ResourceApplyAdadelta |
| ResourceApplyAdagrad |
Update '*var' according to the adagrad scheme.
|
| ResourceApplyAdagrad.Options |
Optional attributes for
ResourceApplyAdagrad |
| ResourceApplyAdagradDa |
Update '*var' according to the proximal adagrad scheme.
|
| ResourceApplyAdagradDa.Options |
Optional attributes for
ResourceApplyAdagradDa |
| ResourceApplyAdam |
Update '*var' according to the Adam algorithm.
|
| ResourceApplyAdam.Options |
Optional attributes for
ResourceApplyAdam |
| ResourceApplyAdaMax |
Update '*var' according to the AdaMax algorithm.
|
| ResourceApplyAdaMax.Options |
Optional attributes for
ResourceApplyAdaMax |
| ResourceApplyAddSign |
Update '*var' according to the AddSign update.
|
| ResourceApplyAddSign.Options |
Optional attributes for
ResourceApplyAddSign |
| ResourceApplyCenteredRmsProp |
Update '*var' according to the centered RMSProp algorithm.
|
| ResourceApplyCenteredRmsProp.Options |
Optional attributes for
ResourceApplyCenteredRmsProp |
| ResourceApplyFtrl |
Update '*var' according to the Ftrl-proximal scheme.
|
| ResourceApplyFtrl.Options |
Optional attributes for
ResourceApplyFtrl |
| ResourceApplyGradientDescent |
Update '*var' by subtracting 'alpha' * 'delta' from it.
|
| ResourceApplyGradientDescent.Options |
Optional attributes for
ResourceApplyGradientDescent |
| ResourceApplyMomentum |
Update '*var' according to the momentum scheme.
|
| ResourceApplyMomentum.Options |
Optional attributes for
ResourceApplyMomentum |
| ResourceApplyPowerSign |
Update '*var' according to the AddSign update.
|
| ResourceApplyPowerSign.Options |
Optional attributes for
ResourceApplyPowerSign |
| ResourceApplyProximalAdagrad |
Update '*var' and '*accum' according to FOBOS with Adagrad learning rate.
|
| ResourceApplyProximalAdagrad.Options |
Optional attributes for
ResourceApplyProximalAdagrad |
| ResourceApplyProximalGradientDescent |
Update '*var' as FOBOS algorithm with fixed learning rate.
|
| ResourceApplyProximalGradientDescent.Options |
Optional attributes for
ResourceApplyProximalGradientDescent |
| ResourceApplyRmsProp |
Update '*var' according to the RMSProp algorithm.
|
| ResourceApplyRmsProp.Options |
Optional attributes for
ResourceApplyRmsProp |
| ResourceSparseApplyAdadelta |
var: Should be from a Variable().
|
| ResourceSparseApplyAdadelta.Options |
Optional attributes for
ResourceSparseApplyAdadelta |
| ResourceSparseApplyAdagrad |
Update relevant entries in '*var' and '*accum' according to the adagrad scheme.
|
| ResourceSparseApplyAdagrad.Options |
Optional attributes for
ResourceSparseApplyAdagrad |
| ResourceSparseApplyAdagradDa |
Update entries in '*var' and '*accum' according to the proximal adagrad scheme.
|
| ResourceSparseApplyAdagradDa.Options |
Optional attributes for
ResourceSparseApplyAdagradDa |
| ResourceSparseApplyCenteredRmsProp |
Update '*var' according to the centered RMSProp algorithm.
|
| ResourceSparseApplyCenteredRmsProp.Options |
Optional attributes for
ResourceSparseApplyCenteredRmsProp |
| ResourceSparseApplyFtrl |
Update relevant entries in '*var' according to the Ftrl-proximal scheme.
|
| ResourceSparseApplyFtrl.Options |
Optional attributes for
ResourceSparseApplyFtrl |
| ResourceSparseApplyMomentum |
Update relevant entries in '*var' and '*accum' according to the momentum scheme.
|
| ResourceSparseApplyMomentum.Options |
Optional attributes for
ResourceSparseApplyMomentum |
| ResourceSparseApplyProximalAdagrad |
Sparse update entries in '*var' and '*accum' according to FOBOS algorithm.
|
| ResourceSparseApplyProximalAdagrad.Options |
Optional attributes for
ResourceSparseApplyProximalAdagrad |
| ResourceSparseApplyProximalGradientDescent |
Sparse update '*var' as FOBOS algorithm with fixed learning rate.
|
| ResourceSparseApplyProximalGradientDescent.Options |
Optional attributes for
ResourceSparseApplyProximalGradientDescent |
| ResourceSparseApplyRmsProp |
Update '*var' according to the RMSProp algorithm.
|
| ResourceSparseApplyRmsProp.Options |
Optional attributes for
ResourceSparseApplyRmsProp |
| Restore |
Restores tensors from a V2 checkpoint.
|
| RestoreSlice<T> |
Restores a tensor from checkpoint files.
|
| RestoreSlice.Options |
Optional attributes for
RestoreSlice |
| Save |
Saves tensors in V2 checkpoint format.
|
| SaveSlices |
Saves input tensors slices to disk.
|
| SdcaFprint |
Computes fingerprints of the input strings.
|
| SdcaOptimizer |
Distributed version of Stochastic Dual Coordinate Ascent (SDCA) optimizer for
|
| SdcaOptimizer.Options |
Optional attributes for
SdcaOptimizer |
| SdcaShrinkL1 |
Applies L1 regularization shrink step on the parameters.
|
| SparseApplyAdadelta<T> |
var: Should be from a Variable().
|
| SparseApplyAdadelta.Options |
Optional attributes for
SparseApplyAdadelta |
| SparseApplyAdagrad<T> |
Update relevant entries in '*var' and '*accum' according to the adagrad scheme.
|
| SparseApplyAdagrad.Options |
Optional attributes for
SparseApplyAdagrad |
| SparseApplyAdagradDa<T> |
Update entries in '*var' and '*accum' according to the proximal adagrad scheme.
|
| SparseApplyAdagradDa.Options |
Optional attributes for
SparseApplyAdagradDa |
| SparseApplyCenteredRmsProp<T> |
Update '*var' according to the centered RMSProp algorithm.
|
| SparseApplyCenteredRmsProp.Options |
Optional attributes for
SparseApplyCenteredRmsProp |
| SparseApplyFtrl<T> |
Update relevant entries in '*var' according to the Ftrl-proximal scheme.
|
| SparseApplyFtrl.Options |
Optional attributes for
SparseApplyFtrl |
| SparseApplyMomentum<T> |
Update relevant entries in '*var' and '*accum' according to the momentum scheme.
|
| SparseApplyMomentum.Options |
Optional attributes for
SparseApplyMomentum |
| SparseApplyProximalAdagrad<T> |
Sparse update entries in '*var' and '*accum' according to FOBOS algorithm.
|
| SparseApplyProximalAdagrad.Options |
Optional attributes for
SparseApplyProximalAdagrad |
| SparseApplyProximalGradientDescent<T> |
Sparse update '*var' as FOBOS algorithm with fixed learning rate.
|
| SparseApplyProximalGradientDescent.Options |
Optional attributes for
SparseApplyProximalGradientDescent |
| SparseApplyRmsProp<T> |
Update '*var' according to the RMSProp algorithm.
|
| SparseApplyRmsProp.Options |
Optional attributes for
SparseApplyRmsProp |
| TileGrad<T> |
Returns the gradient of `Tile`.
|
Copyright © 2015–2019. All rights reserved.