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ImFusion SDK 4.3
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ImFusion SDK 4.3
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#include <ImFusion/ML/DataElements/TensorSetElement.h>
DataElements for Raw Tensors (Experimental) Unlike ImageElements, these elements will go into the ML engine in the shape that they are created (i.e. More...
Inheritance diagram for TensorSetElement:DataElements for Raw Tensors (Experimental) Unlike ImageElements, these elements will go into the ML engine in the shape that they are created (i.e.
no shuffling/permuting of shapes) This class is implemented for the Float and Int (int64_t) type The underlying data is stored in a raw std::vector<uint8_t> buffer (m_data) Note: This class is experimental for now, and subject to change
Public Member Functions | |
| TensorSetElement (std::shared_ptr< TensorSet > tensor) | |
| Contructor takes a ML::TensorSet and creates a TensorSetElement. | |
| TensorSetElement (std::shared_ptr< Tensor > tensor) | |
| ElementType | type () const override |
| Returns the type of the underlying data. | |
| int | dimension () const override |
| Returns the dimensionality of the underlying data. | |
| size_t | batchSize () const override |
| Returns the batch size of the element. | |
| std::shared_ptr< TensorSet > | tensorSet () const |
| Accessors to the underlying tensorSet. | |
| std::shared_ptr< Tensor > | tensor (size_t n=0) const |
| Accessors to the underlying tensor of frame n in the tensorSet. | |
| void | setTensorSet (std::shared_ptr< TensorSet > tensor) |
| Sets the underlying Tensor. Throws if tensor is nullptr. | |
| void | setContent (std::shared_ptr< Data > tensor) override |
| Sets the underlying data. Throws if tensor is nullptr not of type Tensor. | |
| std::unique_ptr< DataElement > | clone (CloneOptions opt=CloneOptions::Everything) const override |
| Create a (shallow or deep) copy of the element. | |
| std::vector< std::shared_ptr< DataElement > > | split () override |
| Split an element into several ones along the batch dimension. | |
| Public Member Functions inherited from DataElement | |
| template<typename Derived> | |
| Derived * | typed () |
| template<typename Derived> | |
| const Derived * | typed () const |
| virtual std::shared_ptr< Data > | content () const |
| Returns the underlying data object. | |
| const DataComponentList & | components () const |
| Convenience function to expose the DataComponents of the underlying Data object. | |
| DataComponentList & | components () |
| bool | isTarget () const |
| Returns true if this element is marked as a label. | |
| void | tagAsTarget () |
| Mark this element as being a label. | |
| void | untagAsTarget () |
| Remove label status from this element. | |
Static Public Member Functions | |
| static std::unique_ptr< DataElement > | stack (const std::vector< std::shared_ptr< TensorSetElement > > &elements) |
| Static Public Member Functions inherited from DataElement | |
| static std::unique_ptr< DataElement > | stack (const std::vector< std::shared_ptr< DataElement > > &elements) |
| Stack several elements along the batch dimension. | |
Additional Inherited Members | |
| Public Types inherited from DataElement | |
| enum class | CloneOptions { Everything = 0 , Container , NoImageData } |
| Option to control which parts of the data element are to be copied when cloning the DataElement. More... | |
| Protected Member Functions inherited from NotCopyable | |
| NotCopyable (NotCopyable &&) noexcept=default | |
| NotCopyable & | operator= (NotCopyable &&) noexcept=default |
| NotCopyable (const NotCopyable &)=delete | |
| NotCopyable & | operator= (const NotCopyable &)=delete |
| Protected Attributes inherited from DataElement | |
| std::shared_ptr< Data > | m_data |
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explicit |
Contructor takes a ML::TensorSet and creates a TensorSetElement.
If batchSize is set to 0, the first dimension of the tensor determines the batch size
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inlineoverridevirtual |
Returns the type of the underlying data.
Implements DataElement.
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overridevirtual |
Returns the dimensionality of the underlying data.
Implements DataElement.
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overridevirtual |
Returns the batch size of the element.
Implements DataElement.
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overridevirtual |
Sets the underlying data. Throws if tensor is nullptr not of type Tensor.
Implements DataElement.
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overridevirtual |
Create a (shallow or deep) copy of the element.
Implements DataElement.
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overridevirtual |
Split an element into several ones along the batch dimension.
After a call to this function, the element is empty.
Implements DataElement.
