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Create compressor module for tensor decomposition

Merged Charles Villard requested to merge silvanosky/aidge_compression:master into main

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This module implements the Tucker tensor decomposition and VBMF automatic rank selection.

This is the first draft showing a functional module tensor decomposition module with example on ResNet18.

Detailed major modifications

First commits to import work of the module.

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