[Torch] NNCFNetwork.transformation_layout #2595
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Additional details and impacted files@@ Coverage Diff @@
## develop #2595 +/- ##
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- Coverage 89.84% 79.57% -10.28%
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Files 494 493 -1
Lines 45374 45519 +145
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- Hits 40768 36223 -4545
- Misses 4606 9296 +4690
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On top of #2584 #2595 ### Changes * `serialize_transformations` and `load_transformations` functions are introduced: `serialize_transformations` could serialize `PTTransformationLayout` to a dict which could be serialized by json; serialized transformation could be recovered by the `load_transformations` function. * `StatefullTorchModuleInterface` is introduced to make it possible to serialize all compression modules for quantization, sparisification, weights compression and pruning algorithms * Quantizers are created with scale shape specified in the quantization spec ### Reason for changes * To make it possible to serialize/deserialize PT nncf transformations * To make it possible to serialize/deserialize compression modules which are the part of each transformation * To align scales shapes after `nncf.quantize` and quantizes initialization ### Related tickets 129586 ### Tests * tests/torch/test_serialization.py * tests/torch/test_serialization.py * tests/torch/test_serialization.py
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On top of #2584
Changes
NNCFNetwork.transformation_layoutmethod is introducedReason for changes
To make it possible to collect applied transformation commands from a modified
NNCFNetworkRelated tickets
129586
Tests
TestGetAppliedModificationCommands