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516c8e95fa
### Optimize SCE loss compute Compute optimization based on label data sparsity: - Insert ShrunkenGather before SCELoss node, to filter out invalid labels for compute. - Support ShrunkenGather upstream. - Added test for the above. - Added flag to enable label sparsity optimization with env var, by default disabled now. Will enable after comprehensive benchmarking later. - Extract common logic into test_optimizer_utils.h/cc from core/optimizer/compute_optimzier_test.cc, then the common functions can be shared by both core/optimizer/compute_optimzier_test.cc and orttraining/core/optimizer/compute_optimzier_test.cc - Extract common logic into shared_utils.h/cc: `GetONNXOpSetVersion` and `Create1DInitializerFromVector` ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> |
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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 | ||
| ORTMobilePackageOperatorTypeSupport.md | ||
| ORTModule_Convergence_Notes.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 | ||
