TIM-VX/docs/Operators.md.template

# Memory Layout

There are two different memory layout mode:

- Row-Major. Also called C contiguous, which is firstly introduced in C by AT&T Bell Lab(1960s). Caffe/TensorFlow/Pytorch follow the Row-Major layout mode.

- Column-Major. Also called Fortran contiguous, which is firstly introduced in Fortran by IBM(1958). Matlab/OpenGL/OpenCL/OpenVX follow the Column-Major layout mode.

See also :

http://eigen.tuxfamily.org/dox/group__TopicStorageOrders.html

On the other hand, a memory layout can be described by both Row-Major and Column-Major mode.

It easily tranlate the layout mode from one to another: just reverse the dimesions of the tensor.

For example, TensorFlow usually describe the tensor as NHWC format. This is equal the CWHN format in OpenVX.

Likewise, the WHCN format in OpenVX is equal the NCHW format in Caffe.

# Operators

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