Origami solution selection

[AlexBrownAMD]

Add a new solution selection mechanism using the Origami library to select the best performing kernel.

This PR does not include any Origami library logic files. Sample libraries are available, and initial libraries will be checked in later in a separate PR.

[hcman2]

We have both select_best_macro_tile_size and select_best_grid_size. Will we use predict MT and Gridbased combination in the future?

[ryanswann-amd]

We have both select_best_macro_tile_size and select_best_grid_size. Will we use predict MT and Gridbased combination in the future?

select_best_macro_tile_size : Determines the Macro Tile dimensions and DepthU (Internally called MT_M,MT_N,MT_K)

select_best_grid_size : Is an example of a dynamic mode for streamk, this is used to predict the number of workgroups it's best to launch for streamk, which then determines StreamK's splitting.

[pghysels]

There are two slightly conflicting declarations of compute_reuse_in_block_gemm, but they are both not used? Looks like nothing in Reuse.hpp/.cpp is currently used?

[ryanswann-amd]

There are two slightly conflicting declarations of compute_reuse_in_block_gemm, but they are both not used? Looks like nothing in Reuse.hpp/.cpp is currently used?

This is legacy code that was determined to be too slow. Will Remove

[bstefanuk]

Looks good, a few minor comments with regards to the TensileCreateLibrary code.

[pghysels]

Perhaps you should add a description for TENSILE_STREAMK_DYNAMIC_GRID=4,5 in ValidParameters.py and for TENSILE_STREAMK_DYNAMIC_WGM in ValidParameters.py and in how-to-use-streamk.rst?

Is TENSILE_STREAMK_DYNAMIC_GRID=3 still a good default for Origami?

[ryanswann-amd]

Perhaps you should add a description for TENSILE_STREAMK_DYNAMIC_GRID=4,5 in ValidParameters.py and for TENSILE_STREAMK_DYNAMIC_WGM in ValidParameters.py and in how-to-use-streamk.rst?

Is TENSILE_STREAMK_DYNAMIC_GRID=3 still a good default for Origami?

I think that we wanted to move from TENSILE_STREAMK_DYNAMIC_GRID=3 as the default to either 4 or 5. Thoughts @AlexBrownAMD ? I can also add Descriptions where you mentioned.

[neoblizz]

Perhaps you should add a description for TENSILE_STREAMK_DYNAMIC_GRID=4,5 in ValidParameters.py and for TENSILE_STREAMK_DYNAMIC_WGM in ValidParameters.py and in how-to-use-streamk.rst?
Is TENSILE_STREAMK_DYNAMIC_GRID=3 still a good default for Origami?

I think that we wanted to move from TENSILE_STREAMK_DYNAMIC_GRID=3 as the default to either 4 or 5. Thoughts @AlexBrownAMD ? I can also add Descriptions where you mentioned.

I think we should start using 5 for now, there's a future PR that should consolidate all of these.

[ryanswann-amd]

Perhaps you should add a description for TENSILE_STREAMK_DYNAMIC_GRID=4,5 in ValidParameters.py and for TENSILE_STREAMK_DYNAMIC_WGM in ValidParameters.py and in how-to-use-streamk.rst?
Is TENSILE_STREAMK_DYNAMIC_GRID=3 still a good default for Origami?

I think that we wanted to move from TENSILE_STREAMK_DYNAMIC_GRID=3 as the default to either 4 or 5. Thoughts @AlexBrownAMD ? I can also add Descriptions where you mentioned.

I think we should start using 5 for now, there's a future PR that should consolidate all of these.

This will Impact all streamk kernels though right? Should we check other libraries being built with StreamK function well with this before changing it?