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AMD's graph optimization engine.

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For type-erased classes this will now check that the class implements the methods its asking for. Currently it only check the method names and correct parameters, it is still missing...

Backport of https://github.com/ROCm/AMDMIGraphX/pull/3324

New trigger workflow for Unreleased ROCm Performance Test

…ng in a dimension of size 1. This is for issue https://github.com/ROCm/AMDMIGraphX/issues/3117

TorchMIGraphX

When offload copy is False, output shape transformations are ignored (just returns content of last buffer #output_0). **Buffer shape is not the same as output shape!** ``` @7187 = gpu::code_object[code_object=4424,symbol_name=convert_kernel,global=40448,local=1024,](@7185,main:#output_0)...

bug

Part of #3212 Depends on #3097 #3299 and https://github.com/ROCm/rocMLIR/pull/1590

Enable creating engines (currently, MXR files, eventually perhaps dynamic objects) without embedding the weights in the engine. Use cases: (1) Support compilation for various batch sizes without duplicating the weights....

enhancement

Currently, in migraphx, we only simplify shape transformation of the same operator such as repeated transpose or reshapes. However, this will simplify across reshape/transpose/broadcast. It produces a much simpler set...