IEEE-754 single-precision 32-bit float tensor type.
Public Methods
abstract static TFloat32 |
scalarOf(float value)
Allocates a new tensor for storing a single float value.
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abstract static TFloat32 | |
abstract static TFloat32 | |
abstract static TFloat32 |
tensorOf(Shape shape, FloatDataBuffer data)
Allocates a new tensor of the given shape, initialized with the provided data.
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abstract static TFloat32 | |
abstract static TFloat32 |
vectorOf(float... values)
Allocates a new tensor for storing a vector of floats.
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Inherited Methods
Public Methods
public static abstract TFloat32 scalarOf (float value)
Allocates a new tensor for storing a single float value.
Parameters
value | float to store in the new tensor |
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Returns
- the new tensor
public static abstract TFloat32 tensorOf (Shape shape)
Allocates a new tensor of the given shape.
Parameters
shape | shape of the tensor to allocate |
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Returns
- the new tensor
public static abstract TFloat32 tensorOf (Shape shape, Consumer<TFloat32> dataInit)
Allocates a new tensor of the given shape and initialize its data.
Parameters
shape | shape of the tensor to allocate |
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dataInit | tensor data initializer |
Returns
- the new tensor
Throws
TensorFlowException | if the tensor cannot be allocated or initialized |
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public static abstract TFloat32 tensorOf (Shape shape, FloatDataBuffer data)
Allocates a new tensor of the given shape, initialized with the provided data.
Parameters
shape | shape of the tensor to allocate |
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data | buffer of floats to initialize the tensor with |
Returns
- the new tensor
public static abstract TFloat32 tensorOf (NdArray<Float> src)
Allocates a new tensor which is a copy of a given array of floats.
The tensor will have the same shape as the source array and its data will be copied.
Parameters
src | the source array giving the shape and data to the new tensor |
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Returns
- the new tensor
public static abstract TFloat32 vectorOf (float... values)
Allocates a new tensor for storing a vector of floats.
Parameters
values | floats to store in the new tensor |
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Returns
- the new tensor