[Transformations] EliminateSequentialFakeQuantize #36075
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Pull request overview
This PR extends the common NopElimination transformation set with a new matcher pass, EliminateSequentialFakeQuantize, intended to remove redundant FakeQuantize nodes when a second FakeQuantize is provably a no-op given the first one. It adds corresponding unit tests under the common transformations test suite.
Changes:
- Added
ov::pass::EliminateSequentialFakeQuantizematcher pass and registered it inov::pass::NopElimination. - Implemented parameter/range/grid checks for sequential
FakeQuantizeelimination, plus small numeric helper utilities. - Added new regression tests (including a parameterized suite) for sequential
FakeQuantizeelimination behavior.
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Copilot reviewed 3 out of 3 changed files in this pull request and generated 4 comments.
| File | Description |
|---|---|
src/common/transformations/src/transformations/common_optimizations/nop_elimination.cpp |
Implements the new EliminateSequentialFakeQuantize matcher and registers it in NopElimination. |
src/common/transformations/include/transformations/common_optimizations/nop_elimination.hpp |
Declares the new matcher pass and documents intended elimination cases/examples. |
src/common/transformations/tests/common_optimizations/nop_elimination.cpp |
Adds regression coverage and a parameterized test suite for sequential FakeQuantize elimination. |
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…mizations/fq_eliminate_sequential.hpp Co-authored-by: Vladislav Golubev <vladislav.golubev@intel.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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Jul 1, 2026
) ### Details: EliminateSequentialFakeQuantize removes redundant FakeQuantize after FakeQuantize when all parameters and levels match exactly. ### Tickets: - *[CVS-179211](https://jira.devtools.intel.com/browse/CVS-179211)* ### AI Assistance: - *AI assistance used: yes* - *created using skill openvinotoolkit#36074* --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Vladislav Golubev <vladislav.golubev@intel.com>
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Details:
EliminateSequentialFakeQuantize removes redundant FakeQuantize after FakeQuantize when all parameters and levels match exactly.
Tickets:
AI Assistance: