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aidge analysis

Lucas Lopez requested to merge (removed):analysis_core into dev

Context

Module aidge analysis added. Module used to measure different metrics CNN models in the Aidge or Onnx format. The metrics supported are number of operations and number of parameters. This module supports the following operators: Add, Flatten, Gemm, Gap, Matmul, Batchnorm(inference),Pooling and Relu. It can also understand reshape and dropout although only for onnx format models.

Modified files

-Added the "static_analysis" folder in aidge_core/aidge_core -Modified aidge_core/aidge_core/init.py to import static analysis

TODO

  • more operators and fully support current operators
  • extra customisation for the output images
  • more measurable metrics
  • testing

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