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### Description - Enables int32 support for com.microsoft.DequantizeLinear (contrib op) - Makes the `zero_point` input optional for Quantize/Dequantize contrib ops - Enables QDQ transformations with the Quantize/Dequantize contrib ops - Update tests: EnsureUniqueDQForNodeUnitTests, QDQTransformerTests, TransposeOptimizerTests ### Testing List of tested graph transformations: - [x] QDQSelectorActionTransformer - qdq_transformer_test.cc - [x] QDQS8ToU8Transformer - qdq_transformer_test.cc - [x] DoubleQDQPairsRemover - qdq_transformer_test.cc - [x] IdenticalChildrenConsolidation - qdq_transformer_test.cc - [x] QDQPropagation - qdq_transformer_test.cc - [x] QDQFinalCleanup - qdq_transformer_test.cc - [x] CliQuantFusion - qdq_transformer_test.cc - [x] ReluQuantFusion - qdq_transformer_test.cc - [x] EnsureUniqueDQForNodeUnit - ensure_unique_dq_for_node_unit_test.cc - [x] TransposeOptimizer - transpose_optimizer_test.cc - [x] CommonSubexpressionElimination - graph_transform_test.cc - [x] ConstantFolding - graph_transform_test.cc ### Motivation and Context We need to [support mixed 16-bit/8-bit precision QDQ models](https://github.com/microsoft/onnxruntime/pull/17015). This PR is the first step in achieving this goal: we need to make QDQ contrib ops work with our optimizations/transformations. --------- Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com> Co-authored-by: Scott McKay <skottmckay@gmail.com> |
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| .. | ||
| c_cxx | ||
| execution_providers/images | ||
| images | ||
| python | ||
| ABI_Dev_Notes.md | ||
| Android_testing.md | ||
| C_API_Guidelines.md | ||
| cmake_guideline.md | ||
| Coding_Conventions_and_Standards.md | ||
| ContribOperators.md | ||
| FAQ.md | ||
| How_To_Update_ONNX_Dev_Notes.md | ||
| Memory_Optimizer.md | ||
| Model_Test.md | ||
| NotesOnThreading.md | ||
| ONNX_Runtime_Server_Usage.md | ||
| onnxruntime_dependencies.dot | ||
| onnxruntime_dependencies.png | ||
| onnxruntime_extensions.md | ||
| OperatorKernels.md | ||
| ORT_Format_Update_in_1.13.md | ||
| ORT_Use_Trtion_Kernel.md | ||
| ORTMobilePackageOperatorTypeSupport.md | ||
| ORTModule_Convergence_Notes.md | ||
| ORTModule_ModuleWithLoss_Wrapper.md | ||
| ORTModule_Training_Guidelines.md | ||
| PR_Guidelines.md | ||
| Privacy.md | ||
| Python_Dev_Notes.md | ||
| Reduced_Operator_Kernel_build.md | ||
| ReleaseManagement.md | ||
| Roadmap.md | ||
| Server.md | ||
| TVM_EP.md | ||
| Versioning.md | ||
| WinML_principles.md | ||
