aitensor Struct Reference

A tensor in AIfES. More...

#include <aifes_math.h>

Data Fields
const aimath_dtype_t *	dtype
	The datatype of the tensor, e.g. More...
uint8_t	dim
	The number of dimensions.
uint16_t *	shape
	An array of dim elements with the shape of the tensor for example [2, 3].
void *	tensor_params
	Parameters to describe some data properties (for example quantization parameters like zero_point and shift) defined by the dtype.
void *	data
	Pointer to the actual tensor data.

Detailed Description

A tensor in AIfES.

This is the main structure to do the calculations with. It represets a tensor (a N-dimensional array) of data values of the given type.

For example the matrix

\[ \left( \begin{array}{rrr} 0 & 1 & 2 \\ 3 & 4 & 5 \end{array}\right) \]

can be created with

float example_data[] = {0.0f, 1.0f, 2.0f,
                        3.0f, 4.0f, 5.0f};
uint16_t example_shape[] = {2, 3};
aitensor_t example_tensor = {
    .dtype = aif32,
    .dim = 2,
    .shape = example_shape,
    .data = example_data
};

Field Documentation

dtype

const aimath_dtype_t* dtype

The datatype of the tensor, e.g.

aif32, aiq7, aiq31, aiu8

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The documentation for this struct was generated from the following file:

• aifes_math.h