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AMD's graph optimization engine.

Results 433 AMDMIGraphX issues
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Certain tests in rocm_onnx_rt are failing as they have been removed from the ORT benchmark.py list of models

bug
DeepLearningModels

Adds a jenkins job that will run the unit tests with debug mode with libstdc++. To fix the debug issues I wrapped the instruction_ref in a class(actually reused the class...

as we know, hipgraph could help reduce the cost of hip api level, do migraphx have the plan to add hip graph into migraphx

enhancement
Under Investigation

![Image](https://github.com/user-attachments/assets/f671bff6-d0f8-437a-8f4d-01007ce354bd) Arch linux CPU 5700X3d MPV player Vapoursynth RX 7800XT GPU color noise i, stutter without framedrop gpu usage 60% stutter with num_streams=>2 Code: onnx: Comapct 2x ( 960x540 reize...

Under Investigation

- Resolves https://github.com/migraphx-benchmark/AMDMIGraphX/issues/197

This exposes the `outputs` and `get_literal` methods on the instruction and exposes the `replace_return` on the module.

This allows us to easily extract subgraphs using the driver directly.