GitLab

* Extend pool3d fwd avg, max operations by f8_t, int8_t types

* Pack MaxPool3dFwd params together

* Fix MaxPool3dFwd AVG instances

* Decrease verification precision for bf16

* Adjust tests + review changes

* Adjust threshold for F8

* Adjusted compute types for MAX op instances

* Fix ComputeDataType mismatch in tests and profiler for AVG

* Fix naming from max_pool3d_fwd to pool3d_fwd

* Adjust CMakeLists

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

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

* add pool2d fp8 and int8

* minor fixes

* add formatting

* add reviewer suggestions

* add reviewer suggestions

* 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

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

* revert ckprofiler change

* temp save

* Add test and test pass

* test pass

* Fix bug inside rotating buffer when tensor is not packed

* bug fix

* clang format

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

* Add support for NGCHW in grouped conv bwd wei

* Comments fixes

* navi fixes

* Update function names

* add ninja trace to CI builds

* fix ninja trace logic

* update the ninja trace logic in jenkins file

* limit the number of threads to run ninja build

* use ninja for installation after build

* update the path to ninjatracing tool

* use ninja to run check when using build trace

* fix jenkins logic

* fix typos

* set proper setup_args for all stages

* fix ninja syntax

* replace ninja check with ninja test

* enable ninja tracing with mainline and staging compilers

* Set RNE fp8 conversion as a default

* Update f8 tests

* Disable failing test on gfx11

* Update bf8 tests

* Add a flag

* Fix the flag

* Raise flag for gfx10 as well

* Temp commit for tolerance testing

* Update tolerances

* Add performance and large tensor tests for grouped conv

* Resize tests

* Resize tests

* update the python script to parse the grouped_conv results

* Remove int8 tests

* change bwd wei layout

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

* replace buffer_atomic with global_atomic

* fixed global_atomic_add

* added bf16 atomic_add

* format

* clang-format-12

* clean

* clean

* add guards

* Update gtest.cmake

* enabled splitk_gemm_multi_d

* format

* add ckProfiler

* format

* fixed naming

* format

* clean

* clean

* add guards

* fix clang format

* format

* add kbatch printout

* clean

* Add rocm6.2 related gemm optimization

* Limit bf16 atomic usage

* remove redundant RCR gemm_universal instance

* Add RRR fp8 gemm universal instance

* Bug fix

* Add GPU_TARGET guard to FP8/BF8 target

* bug fix

* update cmake

* remove all fp8/bf8 example if arch not support

* Enable fp8 RRR support in ckProfiler

* limit greedy-reverse flag to gemm_universal in ckProfiler

---------
Co-authored-by: Jing Zhang <jizhan@fb.com>
Co-authored-by: Jing Zhang <jizhan@meta.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>

* Rewrite .sh test to Gtest

* review chnages

* Removew unused comments

* Review v2

* Typo

* Separete UT: AMAX, MAX, MIN; added template params to trigger them

* Update test/reduce/reduce_no_index.cpp

---------
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Support 64 bit indexing

* Add new grouped conv fwd kernel for large tensors

* Add instances large tensor

* Fixes for transform conv to gemm

* Fixes

* fixes

* Remove not needed instances

* examples fixes

* Remove not need ds arrays

* Fix tests

* Add 2GB check in gridwise dl

* Fixes

* add compiler flags to fix compiler issues

* fix typo.

* disable test_smfmac_op on all devices except gfx942

* specify full path to compiler in CI

* add ab_scale init support

* enabled interwave

* add scale type; update isSupport

* adjust example

* clean

* enable f8 pure gemm rcr ckprofiler

* Add gemm_multiply_multiply instances

* clang format

* Optimize for ScaleBlockMNK=128

* enable abscale f8 gemm ck profiler

* Add pure f8 gemm test suite

* Reverting to the state of project at f60fd77

* update copyright

* clang format

* update copyright

---------
Co-authored-by: root <jizhan@amd.com>

* Support access per groups and filter3x3 in grouped conv fwd

* Fixes for large cases

* Fixes for large tensors

* fix the cmake logic when building for various targets

* another minor fix

* first version of smfmac test

* add reviewer comments

* add reviewer suggestions

* Cmake add -Wno-nvcc-compt

* Remove template without initialization list

* dpp remove template without init list

* Fixes

* Fix continous dim selection in contraction

* Fixes

* Support large tensors in grouped conv fwd

* Multi ABD fixes

* Fix calculate element space size

* Integrate universal gemm with conv fwd

* Fix conv fwd wmma test

* Fix instances

* Remove direct load check

* support cmdline seqlen decode

* silent print

* update readme

* update kernel launch 3d

* update tile partitioner

* fix spill for bf16

* modify based on comment

* modify payload_t

* fix bug for alibi mode

* fix alibi test err

* refactor kernel launch, support select timer

* add missing file

* remove useless code

* add some comments

* Optimize grouped conv bwd weight for small M and N

* Fixes

* set individual gpu targets for instances, examples, tests

* fix path to hip compiler

* fix path to hip compiler once more

* aggregate device macros in ck_tile config header

* fix the cmake logic for instances

* fix clang format

* add gfx900 and gfx906 to default set of targets

* add unit tests for grouped gemm two stage

* add reviewers suggestions

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

* code clean-up

* remove the profiling output samples

* add alibi support

* fix code

* update code based on comment

* Support more hdim

* fix fp8 bias

* support seqlen_k=0 case

* remove unused printf

* fix format

---------
Co-authored-by: rocking <ChunYu.Lai@amd.com>

* Add bf16 instances

* Add bf16 gemm universal example

* tempsave

* Add guard to navi compilation

* workground on a specific mixed gemm instance ( bring back it when compiler fix upload)

* fix formatting condition statement issue

* solve conflict

---------
Co-authored-by: Jun Liu <Liu.Jun@amd.com>

* Overload output stream operator for LoopScheduler and PiplineVersion

* Add Run overload accepting grid descriptors MK.

* Add __device__ keyword for CalculateGridSize

* Create device op GroupedGemmMultipleD

* Add GroupedGemm MultipleD Tile Loop implementation.

* Add an example for GroupedGemm MultipleD tile loop.

* Device Op GroupedGEMMTileLoop.

* Bunch of small changes in exmaple.

* CkProfiler

* Remove unused tparam.

* Fix include statement.

* Fix output stream overloads.

* Do not make descriptors and check validity untill we find group.

* Fix gemm desc initialization.

* Revert device op

* Fix compilation for DTYPES=FP16

* Validate tensor transfers paramters.

* Validate on host only NK dims if M is not known.

* Fix bug.

* A convenient debug func for selecting threads.

* Fix has main k block loop bug.

* Make sure that b2c has up to date tile offset.

* Output stream operator for Sequence type.

* Cmake file formatting.

* Add grouped conv bwd weight multi d kernel

* Reference fix

* Fix cmake files

* bwd weight scale only xdl

* Fixes

* Fix client conv fwd example

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

* clang format + typo fix

* Fix a bug

* initial commit

* Add more instances to irregular splitk

* blkgemm pipeline v1~4 prototype

* Sanity Checked. Known issue:
1. Poor performance of splitk
2. Register spill on blkgemmpipeline v3

* Sanity and Performance fix:
1. fix a bug related to sanity in grouped b2c mapping
2. fix a bug related to sanity and performance in splitk offset

* Sanity and API update:
1. Remove prefetch stage
2. Fix valid check bug
3, Add first gemm_universal instance into ckProfiler

* Add NN instances for gemm universal

* 1. Add NT instances for gemm_universal
2. Fix a bug about Kpadding in gemm_universal

* Fix a bug regarding padding Odd K number

* remove kernel print

* Fix KPadding bug...

* Update safety check

* another try to fix kpadding..

* Sanity checked

* new instances..

* clang format+typo fix

* remove clang format script's change

* Add non-hotloop compile option

* 1. Add fp16xfp8 example
2. pull packed convert f8 from pr1150

* Some miscs.. opt and fix

* Add pipeline description docs

* Split universal gemm instance library to cut profiler compiling time

* uncomment cmakefile

* Fix a bug caused by blockwise_gemm_pipe_v2

* reduce default splitk to 1

* Add 224x256x64 tile size

* update, including:
1. Experiment pipeline 5~7
2. Optimization for pipeline 4
3. Organized instance library

* temp save

* temp save

* Permuted lds layout, sanity and function checked

* clang format

* Move OOB check from RunRead to RunWrite, for better software pipeline.
TODO: agpr spill when NN layout

* clangformat

* A/B splitpipe scheduler for v3

* Fix two bugs

* bug fix

* fix a bug in oob check

* Example for mixed fp16_fp8 gemm

* Clean experimental code blocks

* Add mixed precision gemm into profiler

* tempsave

* optimize m/n major lds layout

* Add RRR GEMM  mixed precision instances

* Optimize f8 matrix transpose

* Add test_gemm_universal

* A/B spilt schedule for blkpip v5

* Take ds_read2 into iglp scheduling scheme

* format

* fixed cmake

* Add llvm-option into CI cmake flag

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

* Extend support for contraction up to 5D

* Extend contraction bilinear instances

* Fix interface test

* Add 6d support, remove 3d,4d,5d

* Fixes

* Fix readme

* Make defualt dim for contraction instances