GitLab

* 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
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

* Tiny fix in using data type template parameters in blockwise and direct_threadwise kernel

* Fix with regard to implementing GetZeroVal() in both kernel and host

* Avoid convert to compType from dstDataType before writting the output value

* Add half_t support to NumericLimits and make constexpr GetZeroVal() of binary operator

* Add CONSTANT decorator for descriptor read buffer

* Use get_thread_local_1d_id() for thread local Id

* Rename GetZeroVal() to GetReductionZeroVal() in the kernels

* Remove constexpr from initialized zeroVal and tiny fix in reduction_operator.hpp

* Occasional tiny simplification and update in the kernel files

* Update to re-order tensor dimensions on the host, split second_call kernel wrapper files and simplify reduce_all kernel wrappers

* Update to remove OpenCL tidy checking failures

* Update for better readability

* Remove unused codes and not-needed template parameters in the kernel wrappers
Co-authored-by: Chao Liu <chao.liu2@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

* init StaticBufferV2

* clean

* adopt old output stage for staticBufferV2

* clean

* remove hack

* clean

* clean

* clean code

* move c_buffer alloc into blockwise gemm

* add adaptors for m/n_thread_data_on_grid

* adjust blockwise_gemm_xdlops

* reorder ops in GEMM hot loop
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* 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

* tidy

* add tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* 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

* Squashed 'src/composable_kernel/' changes from 5781adf5..31b40352

31b40352 Merge pull request #16 from ROCmSoftwarePlatform/develop
b62bf8c3 Merge pull request #14 from ROCmSoftwarePlatform/miopen_downstream_init_integration
ccc4a1d3 Merge pull request #8 from ROCmSoftwarePlatform/miopen_downstream_init_integration
67ad47e7 refactor
16effa76 refactor
a91b68df DynamicBuffer, StaticBuffer, amd_buffer_load support customized value for invalid element
2cbabbba use int instead of index_t in kernel wrapper
0834bc76 compiler parameter use stream
f2ac7832 make innner product compatiable on gfx900
4e57b30a rename
c03045ce rename
b2589957 update CK build script
2c48039d fix kernel filename
d626dccc fix enum issue
643ebd4f tidy
ddd49ec9 fix clang warning suppression
4f566c62 vector/scalar pointer cast use c-style pointer cast instead of reinterpret_cast
172036d7 add c-style pointer cast
76f31319 tidy
d1842890 tidy
f885c131 tidy
80120f0a tidy
c3efeb5e tidy
56fc0842 tidy
54fba515 tidy
e62bae7a tidy
24c87289 add tidy
61487e0a fix
ae98b52a remove online compilation from CK
cb954213 refactor
73ca9701 Merge commit '437cc595c6e206dfebb118985b5171bbc1e29eab' into composable_kernel_init_integration_v3
3b866461 Merge pull request #7 from ROCmSoftwarePlatform/master
d09ea4f4 Update develop (#5)
3d32ae94 add solver ConvIgemmFwdV6r1DlopsNchwKcyxNkhw; rename static ck source files

git-subtree-dir: src/composable_kernel
git-subtree-split: 31b40352



* Tiny fix in using data type template parameters in blockwise and direct_threadwise kernel

* Fix with regard to implementing GetZeroVal() in both kernel and host

* Avoid convert to compType from dstDataType before writting the output value

* Add half_t support to NumericLimits and make constexpr GetZeroVal() of binary operator

* Add CONSTANT decorator for descriptor read buffer

* Use get_thread_local_1d_id() for thread local Id

* Rename GetZeroVal() to GetReductionZeroVal() in the kernels

* Remove constexpr from initialized zeroVal and tiny fix in reduction_operator.hpp

* Occasional tiny simplification and update in the kernel files

* Update in src/reducetensor.cpp for consistent IDs passing to the kernel

* Update to re-order tensor dimensions on the host, split second_call kernel wrapper files and simplify reduce_all kernel wrappers

* Update to remove OpenCL tidy checking failures

* Small updates in src/reducetensor.cpp

* Update for better readability

* Remove unused codes and not-needed template parameters in the kernel wrappers
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: JD <Jehandad.Khan@amd.com>

* use cast_pointer_to_generic_address_space() in v6r1 kernel wrapper, DynamcBuffer and buffer_load take customized invalid-element-value, add buffer_load/store for fp64

* use remove_cvref_t

* add solver ConvIgemmFwdV6r1DlopsNchwKcyxNkhw; rename static ck source files

* make inner product compatible on gfx900

* Update src/include/miopen/solver/ck_utility_common.hpp

* compiler parameter use stream

* use int instead of index_t in kernel wrapper

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

* Add dynamic generic reduction kernel layer (kernel wrappers, kernel implementations and utilities)

* Some updates to dynamic composable kernel facility for the need of dynamic generic reduction

* Update to generic reduction C++ host interface layer to support dynamic generic reduction

* Update to remove tidy complaints in host interface layer

* Change the unary operator form from void op(T &x) to T op(T x)

* Update to pass single workspace pointer for all kernels (fix for OpenCL backend)

* Use cppcheck-suppress to prevent some strange warnings

* Re-use operator [] and () for DynamicBuffer and update to depending codes

* Remove useless codes in first call threadwise/warpwise/blockwise kernel wrappers

* [performance] Remove un-needed local buffer initialization
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: JD <Jehandad.Khan@amd.com>

* add f32/i32 atomicAdd support into dynamicBuffer, and enable it in v1r3

* fixed

* fixed

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

* 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>

* update online kernel wrapper bundle all descriptors in a tuple

* change __CONSTANT__ to CONSTANT

* rename

* adding tuning

* added IsValidCompileParameter

* reorginze

* adding tunable for fp16 and int8

* fix kernel compile warning and bug fixes

* suppress warning about cast CONSTANT (address space 4) pointer

* fix building issue

* change olc cmake

* adding online compile to fwd-v4r5r2

* update scripts

* remane fwd-v4r5r2 to fwd-v6r1

* clean up

* init for v4r4 xdlops olc

* refactor wrap

* init impl of v4r4 nchw xdlops olc

* tuning

* test perf

* fixed v4r4 nhwc

* tuned v4r4 nhwc

* use gridwise_gemm_xdlops_v2r3

* swap a/b

* add pointer support into offline v2r3

* debugging v4r4r4 transform for olc

* change timer of olc

* refactor v4r4 xdlops nchw olc

* remove transform fun in v4r4 xdlops nhwc olc
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* update default launch bounds

* deprecate static kernels

* add threadwise copy the copy a tensor in one copy, added kpack to DL GEMM

* add kpack into fwd v4r5 nchw fp32

* create files for xdlops

* working on blockwise_gemm_xdlops

* add KReduction

* add m/n repeats

* add 2x2 pipeline

* added 128x128 wavegemm

* use StaticBuffer of vector_type

* break vector type to blk_size

* add kpack into xldops_gemm and blockwise_gemm

* abroadcast only

* add fp32 mfma instructions

* adding fp16 mfma

* pack half4_t

* rename kperwave to kpack

* add 32x32x8fp16

* add fp16 mfma

* clean code

* clean code

* V4r4 xdlops kpack (#35)

* add kpack with incorrect results

* bug fix for make_dynamic_naive_tensor_descriptor_aligned_v2

* add 1x1 kernel

* add gridwise_gemm_v2 - single_buffer

* enabled dwordx4 for fp16
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* refactor fwd-v4r4-xdlops

* add v4r4-nhwc-xdlop

* improve some perf of nhwc and nchw by tuning parameters, and change scheuduling in gridwise-gemm loop

* tweak scheduling in gridwise gemm

* add v4r3 with a single output copy

* init commit: output with slice win

* adding sliceWin

* add multiple repeats pattern

* starting adding bwd-v4r1-xdlops

* use tuple as SrcBuffer

* adding bwd-data v4r1 nhwc xdlops

* fix bug in make_dynamic_naive_tensor_descriptor_aligned_v2()

* fix bug in host bwd-data conv

* initial implementation of bwd-data v4r1 nhwc xdlops

* add launch bound flags

* enable launch bound

* add m/nrepeat=4

* tweak bwd-data v4r1 nhwc xdlops

* added bwd-data v4r1 nhwc xlops with output A and weight B

* add fwd-v4r4 nhwc xdlops, A input, B weight, C output
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* Add online-compiling facility

* Synchronize from fwd-v4r5 and implement host interfaces to call conv-fwd v4r4/v4r5 using on-line compiling method

* Tiny adjustment to time reporting

* Use object assignment to replace explicit bytes copying in the first kernel of v4r4/v4r5

* Use single thread to assign descriptor object to device memory

* Adjust to the workload assignment of the two kernels of v4r4 (experimental)

* Revert "Adjust to the workload assignment of the two kernels of v4r4 (experimental)"

This reverts commit eb38461456bb0c82b6c0d32cdd616e181907e20c.

* Update to make constexpr for generating descriptor types in kernel 2 of dynamic conv-fwd v4r4

* Update to dynamic conv-fwd v4r4 online-compiling

* Update to dynamic conv-fwd v4r5 online-compiling (result not accurate)

* Tiny update to driver/CMakeLists.txt

* clang-format

* Tiny comments change

* Add env OLC_DUMP_SAVE_TMP_DIR to support saving of temperary dir

* Fwd v4r5 olc perf (#39)

* added hip-clang flags that fix perf issue of online compilation

* fix bug for olc fwd-v4r5-nchw

* Move constexpr and type reference statements out of the function body in conv-fwd v4r4/v4r5 kernel wrapper

* Remove printing in hip_build_utils.cpp

* Update to root CMakeLists.txt

* Revert "Move constexpr and type reference statements out of the function body in conv-fwd v4r4/v4r5 kernel wrapper"

This reverts commit 3d2c5d8ecdd8298b72d127110500ed5b38d9835c.
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Chao Liu <lc.roy86@gmail.com>
Co-authored-by: root <root@dc-smc-18.amd.com>

* pass-by-void-pointer for gridwise_dynamic_gemm_v1r2

* use pass-by-value by default

* experimenting magic number division

* overhauling fwd-v4r4 to clearly reflect transformation graph

* added fwd-v4r5

* bug fix for make_dynamic_naive_tensor_descriptor_aligned_v2

* bug fix and added sanity-check in transform_dynamic_tensor_descriptor

* added conv_driver_v2