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Add int4+scale based on Zhang, Jing pk_i4. Compile pass, function pass.
Modify the kernel to 128x128x128, and use mfma_32x32x4
Move the weight permute from host to device

Modified the scale init method.

Modified the init method, the function is failed, need to debug.

Added init method

Support group=128 for Llam2-7B-int4

Move the weight permute from host to device

Add ckProfiler for GEMM b scale (int4)

Add reference function.

Add pipeline v4 (2 LDS pingpong)

Add more int4-Gemm kernel profiling instances.

Modify the in4-Gemm kernel instances

Move the pk_i4 permute in kernel

* update build logic with GPU_ARCHS

* fix the GPU_ARCHS build for codegen

* unset GPU_TARGETS when GPU_ARCHS are set

Without this change, the following diagnostic is generated:
  a template argument list is expected after a name prefixed by the template
  keyword [-Wmissing-template-arg-list-after-template-kw]

See C++17 spec [temp.names] p5.

* fix clang20 compilation errors for gfx90a

* fix clang20 compilation errors for gfx11 targets

* Support NGCHW in grouped conv fwd

* Remove not needed variable

* Fixes

The dynamic buffer doesn't have support for fp8 in `Update` operation thus fp8 is not supporting `InMemoryDataOperation::Add`

* Legacy support: customized filesystem

* Update cmakefile for python alternative path

* fix build issues

* CK has no boost dependency

* More fixes to issues found on legay systems

* fix clang format issue

* Check if blob is correctly generated in cmake

* fix the python issues

* add a compiler flag for codegen when using alternative python

* use target_link_options instead of target_compile_options

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Co-authored-by: illsilin <Illia.Silin@amd.com>

* Add pool2d instance BWD AVG

* Add pool2d instance BWD MAX

* Fix: avg review

* Fix review: part2

* Fix - enable test when type is compiled

* Fix review part3

* added pool2d fwd

* add tests

* add reviewers changes

* Revert "Merge remote-tracking branch 'origin/develop' into jakpiase/pool2d_fwd_new"

This reverts commit 6b2ba7ff8960b0a6ddbe30d8dac53eeb55a8597e, reversing
changes made to 22c82bea0caf3e0f29399100c1bb67b8003fc042.

* Revert "add reviewers changes"

This reverts commit 22c82bea0caf3e0f29399100c1bb67b8003fc042.

* added reviewers comments

* revert some old files

* add reviewers requests

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Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>