//
// This confidential and proprietary software may be used only as
// authorised by a licensing agreement from ARM Limited
// (C) COPYRIGHT 2024 ARM Limited
// ALL RIGHTS RESERVED
// The entire notice above must be reproduced on all authorised
// copies and copies may only be made to the extent permitted
// by a licensing agreement from ARM Limited.

=== Shape Operators

The shape operators are operators which describe the shapes of parameters and the corresponding transformations.
When tensor sizes are unknown, the relationship between sizes can be stored as a sequence of TOSA shape operations.
At a later point when the shapes are provided, the shape operators are used to propagate shapes appropriately.
After shape inference, the shape operators may be removed from the TOSA graph.

Having separate shape operations allows easier tracking of shape propagation than would be possible by using the existing TOSA operators.

==== ADD_SHAPE

Elementwise addition of input1 and input2. Size of shapes must match.

include::{generated}/operators/ADD_SHAPE.adoc[]

[source,c++]
----
include::{pseudocode}/operators/ADD_SHAPE.tosac[lines=10..-1]
----

==== CONCAT_SHAPE

Concatenates a list of shape_t to create a new shape_t with length the sum of lengths of all shape_t in input1.

include::{generated}/operators/CONCAT_SHAPE.adoc[]

[source,c++]
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include::{pseudocode}/operators/CONCAT_SHAPE.tosac[lines=10..-1]
----

==== CONST_SHAPE

A node containing a constant shape.

include::{generated}/operators/CONST_SHAPE.adoc[]

[source,c++]
----
include::{pseudocode}/operators/CONST_SHAPE.tosac[lines=10..-1]
----

==== DIM

Returns a length 1 shape_t of the size of the input tensor for the given axis.

include::{generated}/operators/DIM.adoc[]

[source,c++]
----
include::{pseudocode}/operators/DIM.tosac[lines=10..-1]
----

==== DIV_SHAPE

Elementwise integer divide of input1 by input2. The result of the divide is truncated towards zero.

include::{generated}/operators/DIV_SHAPE.adoc[]

[source,c++]
----
include::{pseudocode}/operators/DIV_SHAPE.tosac[lines=10..-1]
----

==== MUL_SHAPE

Elementwise multiplication of input1 and input2.

include::{generated}/operators/MUL_SHAPE.adoc[]

[source,c++]
----
include::{pseudocode}/operators/MUL_SHAPE.tosac[lines=10..-1]
----

==== SUB_SHAPE

Elementwise subtraction of input1 and input2.

include::{generated}/operators/SUB_SHAPE.adoc[]

[source,c++]
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include::{pseudocode}/operators/SUB_SHAPE.tosac[lines=10..-1]
----