Quantization Refactoring

Post Training Quantization implementation in C++, Python bindings, and tutorial for the AIDGE PTQ

• C++ related developements
  • Complete refactoring of the existing C++ code
  • Add a routine for computing the activation ranges
  • Add a routine for checking the graph architecture before the PTQ
• Python related developements
  • Refactoring of the Pybind wrapper
  • Writing of a script for testing the AIDGE PTQ

marked the checklist item unit tests as completed

marked the checklist item unit tests as incomplete

marked the checklist item header/source refactoring as completed

marked the checklist item binding as completed

added 3 commits

• 117f5f6a - Add python examples
• faf30c42 - Remove the old test script
• f07ae30f - Clear the unit tests

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changed the description

marked this merge request as ready

added 1 commit

• 2adbf185 - Minor changes

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changed the description

assigned to @bhalimi

requested review from @cmoineau, @pineapple, and @ikucher

added AddFeature LanguagePython StatusWIP labels

added LanguageC++ label and removed LanguagePython label

changed milestone to %aidge_quantization - v0.0.1

added 1 commit

• 3ebb91c6 - Refactoring of the python examples

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marked the checklist item Python related developements as completed

changed the description

added 1 commit

• 846eb9fe - Removal of the old unit tests

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added StatusReview Ready label and removed StatusWIP label

marked the checklist item C++ related developements as completed

mentioned in merge request !2 (closed)

added 1 commit

• 2d31c1c9 - major code update

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added 1 commit

• 2ec2110a - fix the compiler options

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changed milestone to %Aidge version 0.1.0

added 1 commit

• 1b209cae - multi-branch support

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mentioned in commit 2d526f82

merged

mentioned in issue #4 (closed)