Unify unconverted ops reporting in frontends#33710
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mvafin merged 1 commit intoopenvinotoolkit:masterfrom Feb 2, 2026
Merged
Unify unconverted ops reporting in frontends#33710mvafin merged 1 commit intoopenvinotoolkit:masterfrom
mvafin merged 1 commit intoopenvinotoolkit:masterfrom
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Pull request overview
This PR unifies unconverted operations reporting across all frontends by introducing a common error reporting infrastructure. Previously, each frontend (TensorFlow, TensorFlow Lite, PyTorch, ONNX, JAX, and Paddle) implemented its own error collection and reporting logic with inconsistent formats and behaviors.
Changes:
- Introduced a centralized unconverted ops reporting mechanism in
openvino/frontend/unconverted_ops_report.hpp - Refactored all frontends to use the unified reporting API
- Removed duplicated error reporting code from individual frontends
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| File | Description |
|---|---|
| src/frontends/common/include/openvino/frontend/unconverted_ops_report.hpp | New header defining the unified API for unconverted ops reporting |
| src/frontends/common/src/unconverted_ops_report.cpp | Implementation of the unified reporting infrastructure |
| src/frontends/tensorflow_lite/src/frontend.cpp | Migrated to use unified reporting API |
| src/frontends/tensorflow/src/frontend.cpp | Refactored to use unified reporting with custom TensorFlow-specific hints |
| src/frontends/pytorch/src/frontend.cpp | Replaced custom error collection with unified API |
| src/frontends/paddle/src/frontend.cpp | Updated to use unified reporting mechanism |
| src/frontends/onnx/frontend/src/frontend.cpp | Migrated from custom collect_translation_exceptions to unified API |
| src/frontends/onnx/frontend/src/utils/common.hpp | Removed old collect_translation_exceptions declaration |
| src/frontends/onnx/frontend/src/utils/common.cpp | Removed old collect_translation_exceptions implementation |
| src/frontends/jax/src/frontend.cpp | Replaced custom error reporting with unified API |
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rkazants
approved these changes
Feb 2, 2026
| /// Map of operation types with no conversion rule (op_type -> empty string) | ||
| /// or operations that failed during conversion (op_type -> error message) | ||
| struct UnconvertedOpsReport { | ||
| std::map<std::string, std::string> unconverted_ops; |
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Suggested change
| std::map<std::string, std::string> unconverted_ops; | |
| std::unordered_map<std::string, std::string> unconverted_ops; |
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| for (const auto& node : model->get_ordered_ops()) { | ||
| // Try framework-specific extractor first | ||
| if (auto result = extractor(node)) { |
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| if (auto result = extractor(node)) { | |
| if (const auto& result = extractor(node)) { |
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| error_msg << "Model wasn't fully converted."; | ||
| unconverted_ops_msg << "-- No conversion rule found for operations: "; | ||
| failed_ops_msg << " Failed operations detailed log:"; | ||
| failed_ops_short << "-- Conversion is failed for: "; |
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Don't we impact telemetry mechanism that collect fails and separate into FEs by [FW_NAME]?
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No, that message is not processed by telemetry. The telemetry logic is preserved
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| bool has_unsupported = false; | ||
| bool has_failed = false; | ||
| std::set<std::string> unsupported_ops_set; |
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| std::set<std::string> unsupported_ops_set; | |
| std::unordered_set<std::string> unsupported_ops_set; |
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### Details: - *Each frontend build its own error reporting, make it unified* ### Tickets: - *ticket-id*
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