ROCm/composable_kernel
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64350affc5767e7ce3fb211d8145b5c9d18017d8
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43 Commits

Author SHA1 Message Date
Chao Liu
64350affc5 Use __builtin_memcpy to implement bit_cast and for accessing vector from pointer of scalars (#53) 
* reworking vector_type

* use __builtin_memcpy for bit_cast and vector access of scalar pointer

* clean up
 2021-11-18 09:11:15 -06:00
zjing14
970fa3e92e v5r1 fusion kernels for inference (#49) 
* 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>
 2021-11-18 08:34:07 -06:00
zjing14
a651ea4f7a Fixed bfp16 host_conv_fwd (#52) 
* fixed bfloat16 issues

* refactor type_convert

* fixed host_convolution_forward for ushort

Co-authored-by: Chao Liu <chao.liu2@amd.com>
 2021-11-18 08:10:56 -06:00
zjing14
0a66c54e95 fixed multiple definition issue of bfp16/fp32 conversion function when building ckProfiler (#51) 
* fixed bfloat16 issues

* refactor type_convert

Co-authored-by: Chao Liu <chao.liu2@amd.com>
 2021-11-16 15:44:17 -06:00
Jing Zhang
89e1ebd4d5 updated bfloat16_to_float 2021-11-16 18:01:25 +00:00
zjing14
3737bb039a Add bfp16/int8 support into XDL GEMM operator (#50) 
* 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>
 2021-11-15 10:24:39 -06:00
Chao Liu
b491ebf384 FP16 data in-register transpose (#41) 
* 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
 2021-11-15 10:05:58 -06:00
Chao Liu
e823d518cb ckProfiler and device-level XDL GEMM operator (#48) 
* 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
 2021-11-14 11:28:32 -06:00
ltqin
6014185ac6 [Bug Fix] GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4 loop issue (#44) 
* 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>
 2021-10-27 09:39:18 -05:00
Chao Liu
d5297abae9 fix bug in gridwise gemm xdlops v2r3 (#45) 2021-10-21 16:42:24 -05:00
ltqin
fd49ff8080 add nchw atomic , nhwc and nhwc atomic method for backward weight (#30) 
* 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>
 2021-10-19 18:42:34 -05:00
Chao Liu
b3e8d57d51 Tweak GEMM kernel (#38) 
* 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
 2021-10-06 11:12:36 -05:00
Chao Liu
19613902b5 GEMM driver and kernel (#29) 
* add gemm driver

* tweak

* add gemm kernel: mk_kn_mn and km_kn_mn

* tweak

* add GEMM km_nk_mn

* fix comment
 2021-09-05 12:41:28 -05:00
ltqin
627d8ef35a Backward weight v4r4r2 with xdlops (#18) 
* 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>
 2021-08-30 22:49:17 -05:00
zjing14
9d3f634a3c Xdlops refactor fix (#22) 
* added constexpr ahead of adptor; clean unused driver; rename M/NPerWave to M/NPerXDL

* fixed bwd

* fixed comment
 2021-08-23 11:22:10 -05:00
zjing14
a2ad6d3531 refactor dynamic xdlops iGemm (#13) 
* 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
 2021-08-19 09:54:10 -05:00
zjing14
ba6f79a75e Added host_conv_wrw for verification (#15) 
* added host conv wrw
 2021-08-19 01:00:41 -05:00
Chao Liu
a91b68dfcb DynamicBuffer, StaticBuffer, amd_buffer_load support customized value for invalid element 2021-08-13 23:40:19 +00:00
Chao Liu
0834bc7635 compiler parameter use stream 2021-08-13 01:05:14 +00:00
Chao Liu
f2ac7832c6 make innner product compatiable on gfx900 2021-08-11 09:42:53 -05:00
Chao Liu
4e57b30a6a rename 2021-08-11 00:08:42 +00:00
Chao Liu
c03045ce2d rename 2021-08-10 23:45:36 +00:00
Chao Liu
2c48039d0e fix kernel filename 2021-08-10 22:15:23 +00:00
Chao Liu
ddd49ec9e7 fix clang warning suppression 2021-08-10 06:20:24 +00:00
Chao Liu
4f566c6221 vector/scalar pointer cast use c-style pointer cast instead of reinterpret_cast 2021-08-10 05:55:20 +00:00
Chao Liu
172036d728 add c-style pointer cast 2021-08-10 00:01:52 -05:00
Chao Liu
76f3131939 tidy 2021-08-09 18:49:59 -05:00
Chao Liu
d18428901e tidy 2021-08-09 18:20:02 -05:00
Chao Liu
f885c131d8 tidy 2021-08-09 22:13:47 +00:00
Chao Liu
c3efeb5e20 tidy 2021-08-09 19:32:07 +00:00
Chao Liu
56fc0842b3 tidy 2021-08-09 19:27:49 +00:00
Chao Liu
54fba515b3 tidy 2021-08-09 17:33:32 +00:00
Chao Liu
e62bae7a4a tidy 2021-08-09 15:11:35 +00:00
Chao Liu
61487e0a00 fix 2021-08-07 02:31:19 +00:00
Chao Liu
ae98b52ad8 remove online compilation from CK 2021-08-07 00:51:05 +00:00
Chao Liu
cb95421311 refactor 2021-08-06 22:17:51 +00:00
Chao Liu
7b1ec41e5b refactor 2021-08-06 20:50:01 +00:00
Chao Liu
49c33aaea7 refactor 2021-08-06 19:59:53 +00:00
Chao Liu
54b3e73d17 rename 2021-08-06 18:07:15 +00:00
Chao Liu
82fae390fb update to clang-format-10 2021-07-30 16:37:00 -05:00
Chao Liu
6a1bc5939c fix building 2021-07-27 13:12:43 -05:00
Chao Liu
f63a23acb1 [MIOpen Downstream] Initial MIOpen integration (#52) 
* 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
 2021-07-27 00:02:27 -05:00
Chao Liu
1264925422 reorganize files to prepare for MIOpen integration (#51) 
* change olc cmake

* adding online compile to fwd-v4r5r2

* update scripts

* remane fwd-v4r5r2 to fwd-v6r1

* clean up
 2021-07-18 00:43:05 -05:00