Graph prepare refactor#1490

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reuvenperetz wants to merge 40 commits intoSonySemiconductorSolutions:mainfrom

reuvenperetz:graph-prepare-refactor

Commits on Jun 18, 2025

build new package of graph_builder
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Commits on Jun 23, 2025

rename refine functions and remove transforms configs
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Commits on Jun 24, 2025

create base graph builder to wrap the convertion logic
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use graph builder in ru data facade
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add relu2pot flag in transform functions and use builder in pytorch ptq facade
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add fqc to graph and basic substitutions in transform_torch_graph
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set prior info in nodes of torch graph
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Commits on Jun 25, 2025

move torch collapsing and bn folding substitutions to new transform_graph
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use graph builder in torch gptq facade
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update relu_bound flag in keras builder
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pass the builder fw class to the core runner instead of doing it outside of the core runner
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use set_fqc in graph builder instead of directly fqc
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use graph builder in bn_info_collection_test
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handle tb writer in base graph builder
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fix xquant usage of graph_prepare
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remove todo
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change visability of graph builder methods since it is used in pruning
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use float graph builder in pruning torch facade
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use float graph builder in pruning keras facade
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replace the usage of read model function with graph builder function
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move torch reader to new package
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Commits on Jun 30, 2025

move torch reader into new module
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adjust torch pytests
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remove read_model function from graph_prep_runner
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Commits on Jul 1, 2025

fix keras tests
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adjust keras pytests
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move import of keras graph builder in ru data facade after tf check
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move import of torch graph builder in ru data facade after torch check
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remove imports from graph builder init
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fix import convert_pytorch_model_to_graph
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fix import convert_keras_model_to_graph
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fix imports for envs where torch and tf are not installed
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remove old read_model_to_graph import in test_assert_to_operation.py
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adapt test ru data after removing graph_prep function with get_finalized_graph checks
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merge with main
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fix functions tests after merge removal of fw graph builder
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fix torch test hessian service
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fix missing import in test_weights_activation_split_substitution
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Commits on Jul 2, 2025