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LabeledTensor3D Class Reference
A single-batched, logically 3D LabeledTensor. More...
Detailed Description
A single-batched, logically 3D LabeledTensor.
#include <LabeledTensor3D.h>
Inheritance diagram for LabeledTensor3D:
Public Member Functions | |
| void | accumulate (const LabeledTensor3D &other, bool recursive=true) |
| void | fill (const LabeledTensor3D &other, bool recursive=true) |
| LabeledTensor3D | chain (const LabeledTensor3D &other, const LabeledMatrix &dself, const LabeledMatrix &dother) const |
| Second order chain rule product of two derivatives. | |
 Public Member Functions inherited from LabeledTensor< LabeledTensor3D, 3 > | |
| LabeledTensor ()=default | |
| Default constructor. | |
| LabeledTensor (const torch::Tensor &tensor, TorchSize batch_dim, const std::vector< const LabeledAxis * > &axes) | |
Construct from a Tensor with batch dim and vector of LabeledAxis | |
| LabeledTensor (const BatchTensor &tensor, const std::vector< const LabeledAxis * > &axes) | |
Construct from a BatchTensor with vector of LabeledAxis | |
| LabeledTensor (const LabeledTensor3D &other) | |
| Copy constructor. | |
| void | operator= (const LabeledTensor3D &other) |
| Assignment operator. | |
| operator BatchTensor () const | |
| A potentially dangerous implicit conversion. | |
| operator torch::Tensor () const | |
| A potentially dangerous implicit conversion. | |
| LabeledTensor3D | clone (torch::MemoryFormat memory_format=torch::MemoryFormat::Contiguous) const |
| Clone this LabeledTensor. | |
| void | copy_ (const T &other) |
| Copy the value from another tensor. | |
| LabeledTensor3D | detach () const |
| Return a copy without gradient graphs. | |
| void | detach_ () |
| Detach from gradient graphs. | |
| void | zero_ () |
| Zero out this tensor. | |
| torch::TensorOptions | options () const |
| Get the tensor options. | |
| TorchSize | batch_dim () const |
| Return the number of batch dimensions. | |
| TorchSize | base_dim () const |
| Return the number of base dimensions. | |
| TorchShapeRef | batch_sizes () const |
| Return the batch size. | |
| TorchShapeRef | base_sizes () const |
| Return the base size. | |
| const std::vector< const LabeledAxis * > & | axes () const |
| Get all the labeled axes. | |
| const LabeledAxis & | axis (TorchSize i=0) const |
| Get a specific labeled axis. | |
| TorchSlice | slice_indices (S &&... names) const |
| How to slice the tensor given the names on each axis. | |
| TorchShapeRef | storage_size () const |
| The shape of the entire LabeledTensor. | |
| TorchShape | storage_size (S &&... names) const |
| The shape of a sub-block specified by the names on each dimension. | |
| BatchTensor | operator() (S &&... names) const |
| LabeledTensor3D | slice (TorchSize i, const std::string &name) const |
| Slice the tensor on the given dimension by a single variable or sub-axis. | |
| LabeledTensor3D | block (S &&... names) const |
| Get the sub-block labeled by the given sub-axis names. | |
| LabeledTensor3D | batch_index (TorchSlice indices) const |
| Get a batch. | |
| void | batch_index_put (TorchSlice indices, const torch::Tensor &other) |
| Set a index sliced on the batch dimensions to a value. | |
| BatchTensor | base_index (TorchSlice indices) const |
| Return an index sliced on the batch dimensions. | |
| void | base_index_put (TorchSlice indices, const torch::Tensor &other) |
| Set a index sliced on the batch dimensions to a value. | |
| variable_type< T >::type | get (S &&... names) const |
| Get and interpret the view as an object. | |
| variable_type< T >::type | get_list (S &&... names) const |
| Get and interpret the view as a list of objects. | |
| void | set (const BatchTensorBase< T > &value, S &&... names) |
| Set and interpret the input as an object. | |
| void | set_list (const BatchTensorBase< T > &value, S &&... names) |
| Set and interpret the input as a list of objects. | |
| LabeledTensor3D | operator- () const |
| Negation. | |
| LabeledTensor3D | to (const torch::TensorOptions &options) const |
| Change tensor options. | |
| const BatchTensor & | tensor () const |
| BatchTensor & | tensor () |
Additional Inherited Members | |
| Static Public Member Functions inherited from LabeledTensor< LabeledTensor3D, 3 > | |
| static LabeledTensor3D | empty (TorchShapeRef batch_shape, const std::vector< const LabeledAxis * > &axes, const torch::TensorOptions &options=default_tensor_options()) |
| Setup new empty storage. | |
| static LabeledTensor3D | empty_like (const LabeledTensor3D &other) |
| Setup new empty storage like another LabeledTensor. | |
| static LabeledTensor3D | zeros (TorchShapeRef batch_shape, const std::vector< const LabeledAxis * > &axes, const torch::TensorOptions &options=default_tensor_options()) |
| Setup new storage with zeros. | |
| static LabeledTensor3D | zeros_like (const LabeledTensor3D &other) |
| Setup new storage with zeros like another LabeledTensor. | |
| Protected Attributes inherited from LabeledTensor< LabeledTensor3D, 3 > | |
| BatchTensor | _tensor |
| The tensor. | |
| std::vector< const LabeledAxis * > | _axes |
| The labeled axes of this tensor. | |
Member Function Documentation
◆ accumulate()
| void accumulate | ( | const LabeledTensor3D & | other, |
| bool | recursive = true ) |
Add another tensor into this tensor. The item set of the other tensor must be a subset of this tensor's item set.
◆ chain()
| LabeledTensor3D chain | ( | const LabeledTensor3D & | other, |
| const LabeledMatrix & | dself, | ||
| const LabeledMatrix & | dother ) const |
Second order chain rule product of two derivatives.
◆ fill()
| void fill | ( | const LabeledTensor3D & | other, |
| bool | recursive = true ) |
Fill another tensor into this tensor. The item set of the other tensor must be a subset of this tensor's item set.
