Add input quantization qkeras converter#138

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jurevreca12 wants to merge 20 commits intofastmachinelearning:mainfrom jurevreca12:add_input_quantization_qkeras_converter

+324-18

Commits on Mar 22, 2024

Added test, docs/, and updated resolve_rounding_mode function to return new rounding modes.
jvreca
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Fix table visualization.
jvreca
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Fix table visualization again.
jvreca
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Commits on Aug 9, 2024

Fixed converter to allow alpha/scale to be a tensor
jvreca
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Added a check to see if tensor is representable by the quantization parameters.
jvreca
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Commits on Aug 12, 2024

Extra Mul node inserted only when neccessary
jvreca
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Added parameterized test for tensor style alpha.
jvreca
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Commits on Aug 14, 2024

Updated QKeras converter to support auto_po2
jvreca
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Added check for none.
jvreca
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Fixed pre-commit issues.
jvreca
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Added check if tensor is repsentable with quant setting.s
jvreca
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Commits on Aug 22, 2024

Commits on Aug 26, 2024

Commits on Aug 27, 2024

Removed quantized relu from input quantizaiton fn, because it is picked up by the normal converter flow.
jvreca
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