GitLab

* WIP: Implement direct loads split-K GEMM kernel

* Clean the review

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

* add support for navi2x and navi3x models

* fix syntax

* use common macro for different mi300 architectures

* Add blockwise gemm to ck wrapper

* Add blockwise gemm traits

* Disable test_gemm for non xdl devices

* Fixes

* Add c layout descritpions

* fix cppcheck errors, first pass

* fix format

* fix returned value in examples

* add macro definitions for cppcheck

* fix the profile_gemm logic

* update the gemm profiler logic

* add more difinitions to cppcheck, fix couple more errors

* replace runtime error with message in device function

* fix a couple of int4 issues

* no return for fill function

* fix errors in data_types.hpp

* fix format

* fix few remaining errors

* fix errors in data_types.hpp

* fix last couple of errors in datat_types.hpp

* Optimize GEMM on MI200/300:
1. Add new blockwise gemm pipeline
2. Add irregular splitk intances

* clang format + typo fix

* Fix a bug

* Add optimized copy to ck wrapper

* Example optimizations

* Fixes

* Move img2col test to client example

* Refactor example

* Fix docs

* Fixes

* Fix

* Fixes

* Fixes

* Fixes

* Fixes

* Fixes

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Co-authored-by: zjing14 <zhangjing14@gmail.com>

* add cppcheck to the CK CI

* fix the path to CK source for cppcheck

* fix the path to CK source for cppcheck one more time

* fix the path to CK source for cppcheck third time

* change the path to ck_cppcheck.log

* install latest cppcheck from source

* fix bug in ck.hpp and use 20 threads for cppcheck

* create a switch to turn cppckeck on and off in CI

- Add output stream operators for LoopSched and PiplineVer

* allow setting the number of warmup cycles and iterations for profiler

* fix the gemm_splitk and grouped_gemm examples

SWDEV-439954 - Use hard coded filename rather than using the macro __FILE__ for debug prints. (#1123)

* SWDEV-439954 - Use hard coded filename rather than using the macro __FILE__ for debug prints.

Hiptensor library is using the header files from CK. Hard coded ROCm path was getting embedded into the hiptensor library, since the header file was having the macro __FILE__. Replace the macro with filename.

* fix syntax

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

* Add tensor partition and generic copy for ck wrapper

* Update changelog

* Stylistic fixes

* Change shape/strides logic to descriptor transforms

* Fixes

* Fix client example

* Fix comments

* enable compilation of INSTANCES_ONLY for Windows

* suppress ROCMChecks warnings on GoogleTests

* suppress -Wfloat-equal warning on GoogleTests

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Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>

Pass pointer to whole workspace not the shifted one.

* rename folder

* Add type string

* Remove typo

* Add deviceOp to backward x

* Add comment to describe the behavior of backward normalization

* Add kernel function, prepare to implement

* implement generic kernel

* Check vector size

* Add sweep once pipeline for small reduce size

* Fix bug of KRaw_ error

* Fix bug of dx stride

* sanity check for mean and rstd

* backward x for groupnorm

* Add bwd x instance

* add layernorm 2d bwd gamma beta instances

* Change save mean var type from f32 to f16 in f16 mode

* Change the example to f16

* Add groupnorm bwd gamma beta instance

* Add groupnorm bwd x instance

* Fix naming

* Add layernorm bwd x ckprofiler

* Add groupnorm bwd x profiler

* clang format

* Rename bwd x to bwd data

* Fix bug of verification in profiler

* Add test of layernorm and groupnorm bwd data

* Add missing cmake

* Add layernorm2d bwd data

* rename fwd example

* Add groupnorm client example

* Fix typo. replace Invarient with Invariant

* Add checking before running the best instance

* Add tensor structure to wrapper

* update changelog

* Fix names

* Comment fixes

* fix Werror unused-parameter

* sync doc requirements

* fix blank space format

* fix dependency issue

Current implementation of IsSupported method in contraction ops does not cover a lot of possible cases in which ScalarPerVector cannot really be used to read A, B or D, or write E.

This PR extends both the regular and multiABD contraction ops with improved checks and also adds new instances with smaller values of ScalarPerVector to support instances that are not supported by other instances.

* Support broadcast for bias in grouped conv fwd

* Fix comment

* Comment fixes

* Remove GK layout

* switch from ROCmSoftwarePlatform to ROCm org

* replace ROCmSoftwarePlatform with ROCm in few more places

* prevent clearing c_thread_buffer between consecutive k-dim data tiles GEMM.
* Limit the number of launched thread blocks.

* Introduce wrapper library

* Update cmake files

* Revert "Update cmake files"

This reverts commit c27f88b56590c11a88e26d5d0df7aca51a08133d.

* Fix comments

This PR introduces support for double buffering in LDS into GEMM kernels that use direct load instructions.

Direct loads now use inline asm instead of intrinsics. Usage of intrinsics results in compiler adding additional waitcnt instructions what breaks possible load/compute overlap in case of double buffering.

Usage of inline asm results in the need to use sched_barrier in order to make sure that compiler cannot incorrectly reschedule instructions since it does not know the data dependencies between global->LDS and LDS->registers.

* StorePartials work on offseted pointer.
* Read flags as uint32_t value
* Accumulate partials only if there is more than one cooperating workgroup
* Add condition for waiting on reduction end, only when there is still work to do.
* Fix creation od a/b grid desc in CheckArgument.
* LaunchKernel will use preprocess lambda to set flags value to zero.
* Add condition in IsSupportedArgument to check if xdl is supported.

Update doc.

* fixed examples; add async_mem_set

* add stream to all deviceOp using SetWorkspace

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Co-authored-by: Jing Zhang <jizha@amd.com>

* Introduce wrapper for layout

* Extend functionality

* Fix for getLength

* Comment fixes

* Add comments and remove not needed getters