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Public Member Functions |
Static Public Member Functions |
Protected Member Functions |
List of all members
MultiColumnCSVScalar Class Reference
#include <MultiColumnCSVScalar.h>
Inheritance diagram for MultiColumnCSVScalar:
Public Member Functions | |
| MultiColumnCSVScalar (const OptionSet &options) | |
 Public Member Functions inherited from UserTensorBase< Scalar > | |
| UserTensorBase (const OptionSet &options) | |
| void | setup () override |
| Setup this object. | |
| Public Member Functions inherited from NEML2Object | |
| NEML2Object ()=delete | |
| NEML2Object (NEML2Object &&)=delete | |
| NEML2Object (const NEML2Object &)=delete | |
| NEML2Object & | operator= (NEML2Object &&)=delete |
| NEML2Object & | operator= (const NEML2Object &)=delete |
| virtual | ~NEML2Object ()=default |
| NEML2Object (const OptionSet &options) | |
| Construct a new NEML2Object object. | |
| const OptionSet & | input_options () const |
| const std::string & | name () const |
| A readonly reference to the object's name. | |
| const std::string & | type () const |
| A readonly reference to the object's type. | |
| const std::string & | path () const |
| A readonly reference to the object's path. | |
| const std::string & | doc () const |
| A readonly reference to the object's docstring. | |
| Factory * | factory () const |
| Get the factory that created this object. | |
| const Settings & | settings () const |
| Settings. | |
| template<typename T = NEML2Object> | |
| const T * | host () const |
| Get a readonly pointer to the host. | |
| template<typename T = NEML2Object> | |
| T * | host () |
| Get a writable pointer to the host. | |
| template<typename T > | |
| const T & | resolve_tensor (const std::string &name) |
| Resolve a TensorName to a Tensor. | |
| template<class T > | |
| std::shared_ptr< T > | get_object (const std::string §ion, const std::string &name) |
| template<class T = Solver> | |
| std::shared_ptr< T > | get_solver (const std::string &name) |
| Get a solver from the factory. | |
| template<class T = Data> | |
| std::shared_ptr< T > | get_data (const std::string &name) |
| Get a data from the factory. | |
| template<class T = Model> | |
| std::shared_ptr< T > | get_model (const std::string &name) |
| Get a model from the factory. | |
| template<class T = Driver> | |
| std::shared_ptr< T > | get_driver (const std::string &name) |
| Get a driver from the factory. | |
| template<class T = WorkScheduler> | |
| std::shared_ptr< T > | get_scheduler (const std::string &name) |
| Get a scheduler from the factory. | |
| Public Member Functions inherited from Scalar | |
| Scalar (const CScalar &init, const TensorOptions &options) | |
| Public Member Functions inherited from PrimitiveTensor< Scalar > | |
| PrimitiveTensor ()=default | |
| Special member functions. | |
| PrimitiveTensor (const ATensor &tensor, Size intmd_dim) | |
| Construct from an ATensor and infer dynamic shape. | |
| PrimitiveTensor (const ATensor &tensor, Size dynamic_dim, Size intmd_dim) | |
| Construct from an ATensor and extract dynamic shape given dynamic dimension. | |
| PrimitiveTensor (const ATensor &tensor, const TraceableTensorShape &dynamic_shape, Size intmd_dim) | |
| Construct from an ATensor given dynamic shape. | |
| PrimitiveTensor (const TensorBase< Derived2 > &tensor) | |
| Copy constructor. | |
| operator neml2::Tensor () const | |
| Implicit conversion to a Tensor (discards information on the fixed base shape) | |
| Scalar | operator() (Args... i) const |
| Single-element accessor. | |
| Public Member Functions inherited from TensorBase< Scalar > | |
| TensorBase ()=default | |
| Default constructor. | |
| TensorBase (const ATensor &tensor, Size dynamic_dim, Size intmd_dim) | |
| Construct from an ATensor with given dynamic dimension. | |
| TensorBase (const ATensor &tensor, TraceableTensorShape dynamic_shape, Size intmd_dim) | |
| Construct from an ATensor with given dynamic shape. | |
| TensorBase (const TensorBase< Derived2 > &tensor) | |
| Copy constructor. | |
| TensorBase (double)=delete | |
| TensorBase (float)=delete | |
| TensorBase (int)=delete | |
| Scalar | variable_data () const |
| Variable data without function graph. | |
| Scalar | contiguous () const |
| Scalar | clone () const |
| Clone (take ownership) | |
| Scalar | detach () const |
| Discard function graph. | |
| Scalar | to (const TensorOptions &options) const |
| Change tensor options. | |
| Scalar | operator- () const |
| Negation. | |
| Size | batch_dim () const |
| Size | base_dim () const |
| Size | dynamic_dim () const |
| Size | static_dim () const |
| Size | intmd_dim () const |
| TraceableTensorShape | batch_sizes () const |
| TensorShapeRef | base_sizes () const |
| const TraceableTensorShape & | dynamic_sizes () const |
| TensorShapeRef | static_sizes () const |
| TensorShapeRef | intmd_sizes () const |
| TraceableSize | batch_size (Size i) const |
| Size | base_size (Size i) const |
| const TraceableSize & | dynamic_size (Size i) const |
| Size | static_size (Size i) const |
| Size | intmd_size (Size i) const |
| Scalar | dynamic_index (indexing::TensorIndicesRef indices) const |
| Scalar | intmd_index (indexing::TensorIndicesRef indices) const |
| neml2::Tensor | base_index (indexing::TensorIndicesRef indices) const |
| Scalar | batch_index (indexing::TensorIndicesRef indices) const |
| Scalar | dynamic_slice (Size d, const indexing::Slice &index) const |
| Scalar | intmd_slice (Size d, const indexing::Slice &index) const |
| neml2::Tensor | base_slice (Size d, const indexing::Slice &index) const |
| Scalar | batch_slice (Size d, const indexing::Slice &index) const |
| void | dynamic_index_put_ (indexing::TensorIndicesRef indices, const ATensor &other) |
| void | dynamic_index_put_ (indexing::TensorIndicesRef indices, const CScalar &v) |
| void | intmd_index_put_ (indexing::TensorIndicesRef indices, const ATensor &other) |
| void | intmd_index_put_ (indexing::TensorIndicesRef indices, const CScalar &v) |
| void | base_index_put_ (indexing::TensorIndicesRef indices, const ATensor &other) |
| void | base_index_put_ (indexing::TensorIndicesRef indices, const CScalar &v) |
| void | batch_index_put_ (indexing::TensorIndicesRef indices, const ATensor &other) |
| void | batch_index_put_ (indexing::TensorIndicesRef indices, const CScalar &v) |
| Scalar | dynamic_expand (const TraceableTensorShape &shape) const |
| Scalar | intmd_expand (TensorShapeRef shape) const |
| neml2::Tensor | base_expand (TensorShapeRef shape) const |
| Scalar | batch_expand (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape={}) const |
| neml2::Tensor | static_expand (TensorShapeRef intmd_shape, TensorShapeRef base_shape) const |
| Scalar | dynamic_expand (const TraceableSize &size, Size d) const |
| Scalar | intmd_expand (Size size, Size d) const |
| neml2::Tensor | base_expand (Size size, Size d) const |
| Scalar | dynamic_expand_as (const neml2::Tensor &other) const |
| Scalar | intmd_expand_as (const neml2::Tensor &other) const |
| neml2::Tensor | base_expand_as (const neml2::Tensor &other) const |
| Scalar | batch_expand_as (const neml2::Tensor &other) const |
| neml2::Tensor | static_expand_as (const neml2::Tensor &other) const |
| Scalar | dynamic_reshape (const TraceableTensorShape &shape) const |
| Scalar | intmd_reshape (TensorShapeRef shape) const |
| neml2::Tensor | base_reshape (TensorShapeRef shape) const |
| Scalar | batch_reshape (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape={}) const |
| neml2::Tensor | static_reshape (TensorShapeRef intmd_shape, TensorShapeRef base_shape) const |
| Scalar | dynamic_squeeze (Size d) const |
| Scalar | intmd_squeeze (Size d) const |
| neml2::Tensor | base_squeeze (Size d) const |
| Scalar | batch_squeeze (Size d) const |
| Scalar | dynamic_unsqueeze (Size d, Size n=1) const |
| Scalar | intmd_unsqueeze (Size d, Size n=1) const |
| neml2::Tensor | base_unsqueeze (Size d, Size n=1) const |
| Scalar | batch_unsqueeze (Size d, Size n=1) const |
| Scalar | dynamic_transpose (Size d1, Size d2) const |
| Scalar | intmd_transpose (Size d1, Size d2) const |
| neml2::Tensor | base_transpose (Size d1, Size d2) const |
| Scalar | batch_transpose (Size d1, Size d2) const |
| Scalar | dynamic_movedim (Size old_dim, Size new_dim) const |
| Scalar | intmd_movedim (Size old_dim, Size new_dim) const |
| neml2::Tensor | base_movedim (Size old_dim, Size new_dim) const |
| Scalar | batch_movedim (Size old_dim, Size new_dim) const |
| Scalar | dynamic_flatten () const |
| Scalar | intmd_flatten () const |
| neml2::Tensor | base_flatten () const |
| Scalar | batch_flatten () const |
| Flatten batch dimensions. | |
| neml2::Tensor | static_flatten () const |
| Flatten static dimensions. | |
| Public Member Functions inherited from CSVReader | |
| CSVReader (const NEML2Object *obj) | |
Static Public Member Functions | |
| static OptionSet | expected_options () |
| Static Public Member Functions inherited from UserTensorBase< Scalar > | |
| static OptionSet | expected_options () |
| Static Public Member Functions inherited from NEML2Object | |
| static OptionSet | expected_options () |
| Static Public Member Functions inherited from PrimitiveTensor< Scalar > | |
| static Scalar | create (const TensorDataContainer &data, Size intmd_dim=0, const TensorOptions &options=default_tensor_options()) |
| Arbitrary tensor from a nested container with inferred batch dimension. | |
| static Scalar | einsum (c10::string_view equation, TensorList tensors) |
| Einstein summation along base dimensions. | |
| static Scalar | empty (const TensorOptions &options=default_tensor_options()) |
| static Scalar | empty (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape={}, const TensorOptions &options=default_tensor_options()) |
| static Scalar | zeros (const TensorOptions &options=default_tensor_options()) |
| static Scalar | zeros (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape={}, const TensorOptions &options=default_tensor_options()) |
| static Scalar | ones (const TensorOptions &options=default_tensor_options()) |
| static Scalar | ones (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape={}, const TensorOptions &options=default_tensor_options()) |
| static Scalar | full (const CScalar &init, const TensorOptions &options=default_tensor_options()) |
| static Scalar | full (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape, const CScalar &init, const TensorOptions &options=default_tensor_options()) |
| static Scalar | rand (const TensorOptions &options=default_tensor_options()) |
| static Scalar | rand (const TraceableTensorShape &dynamic_shape, TensorShapeRef intmd_shape, const TensorOptions &options=default_tensor_options()) |
| static Scalar | fill (Args &&... args) |
| Static Public Member Functions inherited from TensorBase< Scalar > | |
| static Scalar | empty_like (const Scalar &other) |
| static Scalar | zeros_like (const Scalar &other) |
| Zero tensor like another, i.e. same batch and base shapes, same tensor options, etc. | |
| static Scalar | ones_like (const Scalar &other) |
| Unit tensor like another, i.e. same batch and base shapes, same tensor options, etc. | |
| static Scalar | full_like (const Scalar &other, const CScalar &init) |
| static Scalar | rand_like (const Scalar &other) |
| Static Public Member Functions inherited from CSVReader | |
| static OptionSet | expected_options () |
Protected Member Functions | |
| Scalar | make () const override |
| Create the tensor given input options. | |
| Protected Member Functions inherited from UserTensorBase< Scalar > | |
| Protected Member Functions inherited from PrimitiveTensor< Scalar > | |
| void | validate_shapes_and_dims () const |
| Validate shapes and dimensions. | |
| Protected Member Functions inherited from TensorBase< Scalar > | |
| void | validate_shapes_and_dims () const |
| Validate shapes and dimensions. | |
| Protected Member Functions inherited from CSVReader | |
| csv::CSVFormat | parse_format () const |
| Helper function to parse CSV format. | |
| std::vector< unsigned int > | parse_indices (const csv::CSVReader &csv) const |
| Helper function to parse column indices. | |
| void | read_all (csv::CSVReader &csv, std::vector< double > &vals, std::size_t &nrow, std::size_t &ncol) const |
| Read all values without column indices. | |
| void | read_by_indices (csv::CSVReader &csv, const std::vector< unsigned int > &indices, std::vector< double > &vals, std::size_t &nrow, std::size_t &ncol) const |
| Read values by specified column indices. | |
Additional Inherited Members | |
| Public Types inherited from PrimitiveTensor< Scalar > | |
| using | base_sizes_sequence |
| Base shape sequence. | |
| Static Public Attributes inherited from PrimitiveTensor< Scalar > | |
| static const TensorShape | const_base_sizes |
| The base shape. | |
| static constexpr Size | const_base_dim |
| The base dim. | |
| static constexpr Size | const_base_numel |
| The base numel. | |
| Static Protected Member Functions inherited from UserTensorBase< Scalar > | |
| static std::string | tensor_type () |
| A human-readable description of the tensor type. | |
Constructor & Destructor Documentation
◆ MultiColumnCSVScalar()
| MultiColumnCSVScalar | ( | const OptionSet & | options | ) |
Member Function Documentation
◆ expected_options()
|
static |
◆ make()
|
overrideprotectedvirtual |
Create the tensor given input options.
Implements UserTensorBase< Scalar >.
