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Add mlir_logger, which registers a MLIR diagnostic handler that
captures any information generated by a MLIR compile and saves it to a
string.

This will be useful during tuning, where some such errors may be the
result of an inapplicable tuning configuration and should be
suppressed.

New compiler pass that simplifies dynamic shapes related operators to their static versions if possible
Will normally be used after a split_single_dyn_dim pass

* Rectify flipped coordinate_transformation_mode logic in ROIAlign
* Handle both opset 10 and 16 versions
* Fix version check and clang tidy warning
Co-authored-by: Dino Musić <dino.music@htecgroup.com>

let the user know which targets migraphx was built for and how to build migraphx for their gpu.

In addition, since the bug in the sigmoid test is resolved, also uncomment that temporary disable.

This PR constitutes the MIGraphX-side changes needed to not break the build in the presence of
ROCmSoftwarePlatform/rocMLIR#1136 , and updates what data is sent in to MLIR during the kernel generation and tuning process.

* Add initial tuning support

* Format

* Add extra param

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* Use exauhstive flag

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* Set expected shapes

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* Fix missing symbol

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* Add missing license header

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* Update src/targets/gpu/include/migraphx/gpu/mlir.hpp

* Updates to add_embed_library

* Fix warnings for extern arrays

* Improve performance of pointwise/reduction kernels when using NHWC layouts

* Format

* Add nhwc test

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* Remove inline namespace

* Add reduce test

* Remove rocblas_gemm_flags_pack_int8x4 in rocblas v3.0 or higher (#2002)

* Update src/targets/gpu/gemm_impl.cpp

HIP requires global work items in multiple of local work items. If it is not it is not guaranteed to generate correct results all the time.
Fixes #1977
Fixes #1644
MIGraphX CI has moved to rocm-5.6 which doesn't require hipRTC workarounds

Fixes #1946

* add support for rocm 5.6 in CI
* Disable anonymous namespace check
* add default c'tors to avoid warnings

This commit removes the build options to disable threading and removes the mutex in compile_mlir.
The commit being tested is a draft PR on rocMLIR that'll get merged if this passes

Allows the rocMLIR CI (which builds rocMLIR tip against MIGraphX tip) to pass.