GitLab

* Add int8 of mk_nk_mn to the ckProfiler

* Add example of int8 gemm

* Fix typo, use ushort instead of half_t for bfloat16

* replace ushortXXX_t to bhalfXXX_t

* rename ushort to bhalf_t

* Add bf16 example

* Add bf16 gemm to ckProfiler

* Fix alignment

* Fix typo

* Add unit test for gemm_xdl int8

* Add gemm_xdl fp32 unit test

* Add gemm_xdl bf16 unit test

* fix build

* fix build issue due to merge conflict

* Fix build

* Fix build error
Co-authored-by: rocking <chunylai@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add docker file and make default target buildable

* add Jenkinsfile

* remove empty env block

* fix package stage

* remove render group from docker run

* clean up Jenkins file

* add cppcheck as dev dependency

* update cmake file

* Add profiler build stage

* add hip_version config file for reduction operator

* correct jenkins var name

* Build release instead of debug

* Update test CMakeLists.txt
reorg test dir
add test stage

* reduce compile threads to prevent compiler crash

* add optional debug stage, update second test

* remove old test target

* fix tests to return proper results and self review

* Fix package name and make test run without args

* change Dockerfile to ues rocm4.3.1

* remove parallelism from build

* Lower paralellism
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add gitignore

* host tensor: allow generating sequentially increasing value in a given dimension

* gridwise gemm v3r1: allow distinct K0/K1 values for A/B block descriptor

- remove dangling header include
- modify example gemm_xdl accordingly
- infer KPack value from M/NPerXdl
- device conv2d fwd: update parameters accordingly for the underlying gridwise gemm v3r1
(API for conv2d fwd stays the same for now until we decide to expose individual K0s for activation and weight)

* add LDS data dump utility

* profiler: reflect API change for distinct K0/K1 for A/B matrices

* profiler: add conflict-free LDS write FP16 kernel instances

* fix accidental perf regression

* address feedback; cosmetic changes

* clang-format for new files

* format
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* conv3d compiles but has memory error

* conv3d works

* fix performance issue by using __builtin_amdgc_readfirstlane

* change MakeBlock2CTileMap to MakeDefaultBlock2CTileMap; change c_blockid_to* to cblockid_to*

* clang-format

* remove CK_EXPERIMENTAL_PASS_TENSOR_DECRIPTOR_BY_*; moved wrapper into DeviceConv3d

* format

* remove useless marc

* add comment
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add docker file and make default target buildable

* add Jenkinsfile

* remove empty env block

* fix package stage

* remove render group from docker run

* clean up Jenkins file

* add cppcheck as dev dependency

* update cmake file

* Add profiler build stage

* add hip_version config file for reduction operator

* correct jenkins var name

* Build release instead of debug

* clean up
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add fwd bf16 conv

* change tunning parametor

* add int8 for conv fwd

* remove comments

* change tunning parametor for int8

* change init int8 example

* add test for conv2d fwd

* change device operation file pos because merge develop

* fwd int8 use reference

* test_conv_fwd use reference

* add braket for if statement

* rename fwd example name

* remove StaticBufferOfVectorTypeV2

* tweak example
Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

- device_gemm_xdl_c_shuffle function signature matches split-k
- retire host_driver since it is no longer maintained
- linter error (unused variable)
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* tweak conv for odd C

* update script

* clean up elementwise op

* fix build

* clean up

* added example for gemm+bias+relu+add

* added example for gemm+bias+relu

* add profiler for gemm_s_shuffle; re-org files

* add profiler

* fix build

* clean up

* clean up

* clean up

* fix build

* add reference

* clean up

* add reference for conv

* rename
Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* test mfma builtins

* add fp16 buildins

* add int8 buildins

* add bfl16 buildins

* simplify host conv forward

* clean

* clean

* fix relu

* clean up

* clean up

* adding 1x1 conv

* adding 1x1 conv

* added 1x1 conv

* refactor

* refactor

* refactor

* added profiler for conv+bias+relu+add

* clean up

* adding conv+bias+relu

* adding conv+bias+relu

* added conv+bias+relu

* Update README.md

* update cpu verification

* adding c shuffle

* update static_tensor for dealing with invalid element

* adding c shuffle

* debugging

* fix bug

* convert to fp16 before shuffle

* shuffle more than one M/NRepeat

* clean up

* remove coordinate step hack from GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v3r1

* clean up

* remove coordinate step hack from all gridwise gemm xdl

* clean up coordinate step hack

* clean up coordinate step hack

* ThreadwiseTensorSliceTransfer_v3r2 support pointwise op on both src and dst

* adding output shuffle in conv+bias+relu+add

* update

* added conv+bias+relu+add with c shuffle

* added conv+bias+relu+add with c shuffle

* fix forward_sweep bugs in threadwise copy

* clean up

* refactor

* clean up

* clean up

* added conv_c_shuffle+bias_relu

* clean up

* added conv+bias+relu+atomic_add

* clean up

* clean up

* clean up

* clean up

* clean up

* clean up

* misc fixes; add 1x1 specialization

* clean up

* delete unused device op

* clean up

* add support for odd C value

* gemm+activation

* move C pointwise operation into threadwise copy

* add pointwise operation to A/B matrix

* update ckProfiler

* adding bias add

* adding bias add

* adding bias add

* added bias add; worked around compiler issues

* clean up

* clean up

* Update README.md

* Update README.md

* Update README.md

* clean up

* add conv_xdl example

* adding conv_xdl_bias_relu_add example

* add conv+bias+relu+add, but has register spill issue

* tweak

* tweak

* refactor

* Update README.md

update readme for example/2_gemm_xdl_bias_relu_add

* clean up

* Update README.md

update readme for example/3_conv_xdl

* Update README.md

* reworking vector_type

* use __builtin_memcpy for bit_cast and vector access of scalar pointer

* clean up

* init

* refactor for 1x1

* rename e0_e1

* add e1 with bugs

* debug

* fixed

* fixed e1

* add timer

* imprve threadwise gemm with dot2

* add e2

* tuning

* seperate c2

* add nhwc

* restore nchwc

* clean

* opt

* fixed; tuning

* add BGlobalMoveSliceWindowStepHacks{}

* tuning

* repeat running

* adjust

* merge v5r1 nchwc

* add adaptors

* split k0 k1 in c_thread_grid

* split h and w

* remove v5r1 nhwc

* clean for pr

* remove host_conv_add

* clean code

* clean

* add dynamic support

* static mode

* test static

* add conv+add fusion

* fixed validation

* naming fix

* use activ_enum

* make static

* refactor conv_add for InMem::add

* add bias

* add conv_out

* add configurable makeddesc

* add maxpool fusion

* add maxpool host for validation

* enable static desc

* conv-only use v5r1_add

* test

* test

* for binary dumps

* fixed incorrect results due to typo

* clean

* debugging maxpool

* workaround with offset trick

* clean code

* modularize ops of fusion

* add gridwise_gemm_v3

* create seperate fusion fun

* enable dynamic mode of conv and conv+resize_add

* add dynamic mode of maxpool

* add pass by point

* add activ_type as arguments

* merge develop

* clean

* reset config to old default
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* fixed bfloat16 issues

* refactor type_convert

* fixed host_convolution_forward for ushort
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* fixed bfloat16 issues

* refactor type_convert
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* init StaticBufferV2

* clean

* adopt old output stage for staticBufferV2

* clean

* remove hack

* clean

* clean

* add parameters

* clean code

* move c_buffer alloc into blockwise gemm

* add adaptors for m/n_thread_data_on_grid

* tweak gemm

* adjust blockwise_gemm_xdlops

* tweak

* update conv

* update script

* adding bwd 1x1

* update script

* adding 1x1 bwd

* debugging bwd 1x1 failure

* update script

* update script

* test

* test v100

* add bf16_1k

* clang-format

* clean

* add bfp16 for gfx908

* add verification

* clean up

* clean code

* restore bfl16

* clean

* add bfp16 support into gemm_driver

* apply new generator to other drivers

* add int8 support

* cleanb

* clean

* clean

* clean
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Chao Liu <lc.roy86@gmail.com>
Co-authored-by: root <root@hayabusa6111.amd.com>

* start fixing 16bit data packing

* adding StaticTensor

* adding StaticTensor

* adding StaticTensor

* add missing constexpr

* adding static tensor

* adding static tensor

* adding transpose

* add inline asm for transpose 2x2 of half_t

* add general transpose_vectors(), but have unnecessary register initialization using v_mov

* fix unnecessary register initialization in transpose_vector by using more pass-by-reference

* add hardcoded logic for NHWC wrw

* improve asm for v_pack

* make ThreadwiseTensorSliceTransfer_v3r2 support any tensor

* tweak

* reorganize file

* add DeviceGemmXdl

* update script

* fix naming issue

* fix comment

* output HostTensorDescriptor

* rename

* padded GEMM for fwd v4r4r4 nhwc

* refactor

* refactor

* refactor

* adding ckProfiler

* adding ckProfiler

* refactor

* fix tuning parameter bug

* add more gemm instances

* add more fp16 GEMM instances

* fix profiler driver

* fix bug in tuning parameter

* add fp32 gemm instances

* small fix

* refactor

* rename

* refactor gemm profiler; adding DeviceConv and conv profiler

* refactor

* fix

* add conv profiler

* refactor

* adding more GEMM and Conv instance

* Create README.md

Add build instruction for ckProfiler

* Create README.md

Add Readme for gemm_xdl example

* Update README.md

Remove build instruction from top most folder

* Update README.md

* clean up

* change method computering kpad

* remove unusing variable: batchlen

* change KPerBlock to K0PerBlock

* fix bug for k0 == k0perblock

* fix bug for get k0 index

* use math::integer_divide_ceil
Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add add new algorithm from v4r4r2

* program once issue

* add split k functiion

* redefine code

* add a matrix unmerge

* add b matrix unmerge k0

* trans a and b to gridegemm

* nhwc init

* no hacks and vector load

* add hacks

* modify some parameter

* fix tuning prometer for fp32

* fix tuning prometer for fp16

* start change gridwise k split

* init ok

* revome a b matrix k0mk1 desc in grid

* carewrite lculate gridsize

* add kbatch to CalculateBottomIndex

* remove some unused funtion

* add clear data function before call kernel

* out hacks

* in hacks

* rename device convolution file and function name

* modify kBatch value

* fix some tuning code

* start from v4r4 nhwc

* nhwc atomic is able to run

* just for fp32

* enable nchw atomic

* tweak

* tweak

* re-arrange gridwise gemm hot loop for wrw

* add wrw v4r5

* v4r4r5 fp16

* v4r4r4 fp16

* v4r4r2 fp16

* V4R4R4XDLNHWC fp16

* V4R4R2XDLATOMICNCHW fp16

* adjust for fp16

* input gridsize

* change kbatch to gridsize

* testing wrw

* clean up

* k_batch to gridsize

* fix bug

* wrw v4r4r4 kbatch change to gride size

* wrw v4r4r2 kbatch change to gride size

* after merge , change gridwise gemm v2r4

* change MakeCBlockClusterAdaptor

* other method use new gridwise gemm

* clean up

* chapad method nge to make_right_pad_transform

* kbatch out from transform function

* clean up and fix bug

* fix bug

* using function type reduce template parameters

* using auto replace define fuction type

* clean up
Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Jing Zhang <jizhan@amd.com>

* add parameters

* tweak gemm

* tweak

* update conv

* update script

* adding bwd 1x1

* update script

* adding 1x1 bwd

* debugging bwd 1x1 failure

* update script

* update script

* test

* test v100

* clean up

* add gemm driver

* tweak

* add gemm kernel: mk_kn_mn and km_kn_mn

* tweak

* add GEMM km_nk_mn

* fix comment

* start

* modify transformat

* modify device convolutiion

* modify host

* added host conv bwd and wrw

* remove bwd, seperate wrw

* clean

* hacall k to zero

* out log

* fixed

* fixed

* change to (out in wei)

* input hack

* hack to out

* format

* fix by comments

* change wei hacks(wei transform has not merge)

* fix program once issue

* fix review comment

* fix vector load issue

* tweak
Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Jing Zhang <jizhan@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* added constexpr ahead of adptor; clean unused driver; rename M/NPerWave to M/NPerXDL

* fixed bwd

* fixed comment

* Squashed 'src/composable_kernel/' content from commit f6edda61

git-subtree-dir: src/composable_kernel
git-subtree-split: f6edda61

* add solver ConvIgemmFwdV6r1DlopsNchwKcyxNkhw; rename static ck source files

* Squashed 'src/composable_kernel/' changes from f6edda61..5781adf5

5781adf5 Update develop (#5) (#6)
97e6d514 Merge pull request #4 from ROCmSoftwarePlatform/separate_online_compile
7b1ec41e refactor
49c33aae refactor
54b3e73d rename

git-subtree-dir: src/composable_kernel
git-subtree-split: 5781adf5



* fix

* refactor

* remove online compilation from CK

* refactor

* fix

* add ctest

* add c-style pointer cast

* vector/scalar pointer cast use c-style pointer cast instead of reinterpret_cast

* fix clang warning suppression

* tidy

* suppress cppcheck

* fix enum issue

* revert chagnes to hip build

* fix kernel filename

* update CK build script

* rename

* rename

* make innner product compatiable on gfx900

* Update src/include/miopen/solver/ck_utility_common.hpp
Co-authored-by: JD <Jehandad.Khan@amd.com>

* compiler parameter use stream

* use int instead of index_t in kernel wrapper

* DynamicBuffer, StaticBuffer, amd_buffer_load support customized value for invalid element

* refactor

* refactor

* change cmakelist

* change ck common utility

* fix
Co-authored-by: JD <Jehandad.Khan@amd.com>

* xdlops refactor

* fixed commnt

* clean xdlops_gemm

* add make c into xldops-gemm

* change mfma_info

* refactor xdlops, hide c desc

* clean

* clean

* clean

* apply hacks changes to v4r4r4_nhwc

* rename hacks and use single stage adapter

* enable fp16 mfma

* added host conv wrw