[Release][TorchFX] Export to torch.export.export_for_training
#3087
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…it#3075) ### Changes * TorchFX Unit tests are moved from `torch._export.capture_pre_autograd_graph` to `torch.export.export_for_training` ALL REFERENCE GRAPHS WERE VALIDATED MANUALLY * BC types for `fuse_bn_node` are updated * NNCFGraphBuilder is updated to support a batch-norm type with only one output node (instead of three) * Model extractor does not traverse down from constans to prevent redundant nodes in the extracted model when the constant is shared * `shared_constants_unification_transformation` is removed * Tests which require `capture_pre_autograd_graph` are removed ### Reason for changes * To migrate to the lates and recommended export method for TorchFX backend ### Related tickets openvinotoolkit#2766 ### Tests test_shared_constants_unification_not_connected_const post_training_quantization/540/ is finished successfully
torch.export.export_for_training
alexsu52
approved these changes
Nov 14, 2024
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PR #3075 to the release branch:
Changes
torch._export.capture_pre_autograd_graphtotorch.export.export_for_trainingALL REFERENCE GRAPHS WERE VALIDATED MANUALLY
fuse_bn_nodeare updatedshared_constants_unification_transformationis removedcapture_pre_autograd_graphare removedReason for changes
Related tickets
#2766
Tests
test_shared_constants_unification_not_connected_const post_training_quantization/540/ is finished successfully