Commit Graph

34 Commits

Author SHA1 Message Date
Illia Silin
3609ff10f7 Refactoring cmake files to build data types separately. (#932)
* refactor cmake files for the tests

* refactor cmake files for examples

* fix cmake for gemm example

* fix the cmake file for all examples

* add splitting by data types in gemm_splitk instance header

* rename test to reflect only dl instances are used

* clean up CI workspace, update cmake for instances

* change the jenkinsfile syntax

* build all instances except DL on gfx11

* move workspace cleanup after stages

* clean up workspace after every stage

* isolate data types in grouped_conv_fwd header

* isolate dl instances for grouped_conv2d_fwd

* fix syntax

* fix cmake and batchnorm instances

* fix typo

* fix reduction instances

* fix grouped_conv headers

* fix syntax

* replace parsing logic for instances, replace bfp16 with bf16

* fix the client examples build

* clean up DTYPES from instances cmake files

* update the parsing logic in cmake files

* make an exception for reduction kernels

* update few remaining cmake files to handle DTYPES

* fix syntax

* fix cmake conflicts

* replace f8 with fp8 test name

* resolve conflicts for dpp instances

[ROCm/composable_kernel commit: bba085d2b5]
2023-09-20 22:15:56 -07:00
Bartlomiej Wroblewski
4497a8874f Fix DL GEMM instances with too large vector size (#901)
* Fix vector lengths of DL GEMM instances with padding
* Add checks for correctness of vector lenghts in DL GEMM

[ROCm/composable_kernel commit: 63cd459248]
2023-09-18 14:08:23 +02:00
Bartlomiej Wroblewski
b4064d1401 Add new instances and support for small cases in DPP8 GEMM (#896)
[ROCm/composable_kernel commit: 547dbcfbc2]
2023-09-12 10:05:23 -05:00
Bartlomiej Wroblewski
02f8f707e8 Redesign the DPP8 GEMM kernel to use warp-wise component (#863)
* Redesign the DPP8 GEMM kernel to use warp-wise component

* Review: Improve error messages

* Review: Remove unnecessary empty lines

* Review: Fix M, N per thread names

* Review: Rename mfma_input_type to dpp_input_type

* Review: Fix tensor adaptor; remove unnecessary element

* Review: Remove calls to dpp_gemm's MakeCDescriptor

* Review: Add blockwise doc, change function names to include dimension names

* Review: Remove duplicated code; Move Block2CtileMap alias to the top of the file

* Review: Add __restrict__ keywords

* Review: Use MatrixPadder for padding A, B, C matrices

* Review: Remove hardcoded datatypes

* Review: Change names from FloatX to XDataType

* Review: Introduce AK0 and BK0 instead of a single K0

* Review: Remove construction of dpp_datatypes object

* Review: Rename DppInstrRunner to DppLanegroupGemm

[ROCm/composable_kernel commit: 37a8c1f756]
2023-09-06 11:44:09 -05:00
Jun Liu
2fb9a37881 [HotFix] add config and version files to pass on build info (#856)
* experiment with config file

* experiment with version.h config

* add more info to version.h

* minor updates

* minor updates

* fix case where DTYPE is not used

* large amount of files but minor changes

* remove white space

* minor changes to add more MACROs

* fix cmakedefine01

* fix issue with CK internal conflict

* fix define and define value

* fix clang-format

* fix formatting issue

* experiment with cmake

* clang format v12 to be consistent with miopen

* avoid clang-format for config file

[ROCm/composable_kernel commit: c8a8385fdd]
2023-08-23 11:36:17 -07:00
Bartlomiej Wroblewski
d4888118a5 Implement DPP8 based GEMM for Navi21 (#826)
[ROCm/composable_kernel commit: d4c84256f7]
2023-08-14 15:46:27 -05:00
Po Yen Chen
b6e54f589e Update tuning parameter & compilation options of DeviceGemmXdl<> instance (layout=TT) (#819)
* Enable pipeline v2 opt for layout=TT instance

* Use better thread mapping for reading A tile

* Conditionally enable pipeline v2 opt

* Allow enabling only fp16 gemm instances in profiler

* Fix formatting error

* Fix compilation error if we enable fp32 in profiler

[ROCm/composable_kernel commit: f7cc8c3b03]
2023-08-02 10:32:22 -05:00
Illia Silin
f83a1c84c3 Disable DL kernels by default. (#816)
[ROCm/composable_kernel commit: 9195435c77]
2023-07-26 11:06:45 -05:00
Po Yen Chen
b49076fed0 Speed-up global memory reading for GEMM instances (#813)
* Use better ThreadClusterLengths to speed up

* Update B tile reading pattern for layout=NN instance

[ROCm/composable_kernel commit: f4ea560112]
2023-07-25 18:54:47 -05:00
Illia Silin
74c83ffe26 Add mechanism to build CK for select data types, add Navi3x CI. (#790)
* allow building CK for specific data types

* add CI build and test stage on Naiv3x without some int8 instances

* add missing gemm fp16 instances

* add the changes to the missed cmake file

* add empty lines at end of source files

* Do not build quantization client example on navi3 in CI

* disable batched_gemm_multi_d_int8 instances with DTYPES

* disable device_conv2d_bwd_data_instance with DTYPES

* fix ckprofiler for conv_bwd_data for int8

* properly isolate the conv_bwd_data int8 instances

* remove empty line

[ROCm/composable_kernel commit: 189ea3b9aa]
2023-07-17 18:02:42 -07:00
Po Yen Chen
aff6040b5b Split GEMM instance library & enable pipeline v2 optimization (#783)
* Move source file into sub-directories

* Add missing include directive

* Split DeviceGemmXdl<> fp16 instances

* Fix format

* Remove unnecessary CMakeLists.txt

* Add macros to toggle new features

* Remove debug message

* Turn off GEMM v2 pipeline optimization by default

* Fix format

* Extract duplicated string as list

* Enlarge indent in CMakeLists.txt

[ROCm/composable_kernel commit: 850144a0d3]
2023-07-06 10:59:35 -05:00
Illia Silin
d40b8d5e2c update copyright headers (#726)
[ROCm/composable_kernel commit: b94fd0b227]
2023-05-31 18:46:57 -05:00
Bartłomiej Kocot
18002ddb3c Add instances for fp16/int8 Gemm kernels (Navi21) (#717)
* Add instances for fp16/int8 Gemm kernels (Navi21)

* Extend instances with smaller tiles

* Fix SrcVectorTensor for km_kn_mn int8

[ROCm/composable_kernel commit: c2d7a29dec]
2023-05-30 07:07:17 -05:00
Rostyslav Geyyer
ebf3f8571d Add padding device_gemm_xdl instances (#529)
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

[ROCm/composable_kernel commit: c7a4d36147]
2022-12-07 17:46:03 -06:00
Rostyslav Geyyer
deb5b07204 Add pipeline v1/v2 selector, add more instances (#381)
* Add gridwise gemm pipeline v1/v2 selector

* Pipeline selector working, test-wise add pipeline options to one instance

* Add gemm instances

* Add debug info to DeviceGemmXdl

* Add debug info to DeviceGemmXdl_CShuffle

* Add debug info to DeviceGemmXdl_CShuffle and instances to gemm_add_add_fastgelu

* Minor fix

* Add debug info to DeviceBatchedGemmXdl and instances to batched_gemm

* set up inter-wave configuration

* use defualt loop scheduling for supported gemm ops

for blanket-applying interwave scheduling for all supported gemm ops, define macro CK_EXPERIMENTAL_DEFAULT_TO_INTER_WAVE_SCHEDULING=1. this should be discouraged though as it is not covered by CI

* Add enum PipelineVersion

* Update instances

* Format

* Fix the merge conflict

* Add flags to disable added instances

* Test disable flag check

* Disable flag check

* Enable the instances

Co-authored-by: Anthony Chang <ac.chang@outlook.com>

[ROCm/composable_kernel commit: 1a0b0e7bec]
2022-11-02 16:50:48 -06:00
Adam Osewski
8a8f8521f9 Refactor device op implementations into impl subdirectory. (#420)
* Move kernel implementation files under impl directory.

* Update examples paths.

* Update device kernel impl include paths.

* Update tensor operation instances include paths.

* Update profiler and tests include paths.

* Clang-format

* Update include paths for batched gemm reduce

* Refactor UnitTest ConvNDBwdWeight.

* Refactor fwd and bwd data convND UT.

* Fix used test macro.

* Fix include path.

* Fix include paths.

* Fix include paths in profiler and tests.

* Fix include paths.

Co-authored-by: Adam Osewski <aosewski@amd.com>

[ROCm/composable_kernel commit: 3048028897]
2022-10-13 09:05:08 -05:00
cloudhan
91f93c0e19 Change all device operations to use add_instance_library (#338)
* Change all device operations to use add_instance_library to avoid duplicated cmake configuration.

* update DeviceMem

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

[ROCm/composable_kernel commit: fb1cbf025b]
2022-08-13 12:17:58 -05:00
Chao Liu
82745bffde N-D Tensor Contraction example, instance, and client example (#270)
* adding contraction

* add contraction example

* update examle

* update example

* format

* update readme

* clean header

* clean header

* contraction with multiple D

* rename

* fix naming issue; add instances for contraction+bilinear

* change assumed virtual layout of contraction; add client example

* update example

* update

* contraction+scale

* use type_convert

* rename

[ROCm/composable_kernel commit: 4fe9c393b8]
2022-07-07 14:31:11 -05:00
Chao Liu
4be57e5afa Gemm+Bilinear (#316)
* refactor

* update example

* update example

* gemm bilinear

* clean

* update

[ROCm/composable_kernel commit: 9e4429f9c3]
2022-07-02 09:15:38 -05:00
Chao Liu
74b6e85eaf Improve external interface for GEMM and GEMM+add+add+fastgelu (#311)
* interface for GEMM and GEMM+add+add+fastgelu

* rename namespace

* instance factory

* fix build

* fix build; add GEMM client example

* clean

[ROCm/composable_kernel commit: 0dcb3496cf]
2022-06-30 22:11:00 -05:00
Chao Liu
675e7b7956 External Interface (#304)
* add client example

* clean

* clean

* reorg

* clean up profiler

* reorg

* clea

* fix profiler

* function for getinstances

* update client example

* update client example

* update client example

* update

* update example

* update Jenkins file

* update cmake

* update Jenkins

[ROCm/composable_kernel commit: aebd211c36]
2022-06-26 19:39:02 -05:00
Chao Liu
2ef299e0ad add license in file (#303)
[ROCm/composable_kernel commit: d3051d7517]
2022-06-24 23:32:43 -05:00
Chao Liu
9df0a11a51 Absolute include path (#281)
* ad gelu and fast_gelu

* added GeLU and fast GeLU

* clean up

* add gemm+fastgelu example

* add gemm+gelu instances

* update profiler

* clean up

* clean up

* adding gemm+bias+activation

* clean

* adding bias

* clean

* adding gemm multiple d

* debugging

* add gemm bias add fastgelu

* rename, clean

* refactoring; add readme

* refactor

* refactor

* refactor

* refactor

* refactor

* refactor

* fix

* fix

* update example

* update example

* rename

* update example

* add ckProfiler

* clean

* clean

* clean

* clean

* add client app example

* update readme

* delete obselete files

* remove old client app

* delete old file

* cleaning

* clean

* remove half

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path for all examples

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* revert client app example

* clean build

* fix build

* temporary disable client test on Jenkins

* clean

* clean

* clean

[ROCm/composable_kernel commit: d1db6a0c3e]
2022-06-24 20:51:04 -05:00
ltqin
d1f7ed99ec Add FP64 XDL GEMM built-in function (#199)
* add intrin_mfma_f64_16x16x4f64

* add example

* gemm reference add double data type

* chang init data

* fix M N PerXdlops

* fix ifdef

* add comparsion config

* add conv fwd example

* format log out

* change rc matrix egister layout

* reorganize example

* reorganize example 2

* format,because merge develop

* fix call impl adding acc data type

* lost ;

* add compiler warning

* change example tunning parameters

* add test for fp64

* add instance

* add test/gemm/gemm_fp64.cpp

* fix get name issue

* remove some tunning parameter

* fix conflict

* format

* use integer value for GEMM test

* add acc data type

* remove typeid because fp16

* fix streamconfig etc bug from merging develop

* format

* remove test_gemm_xdl_fp64

* add AccDataType

* AccDataType problem

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

[ROCm/composable_kernel commit: 3e6c2610ae]
2022-05-26 14:48:57 -05:00
Jianfeng Yan
050fc62872 Navi21 gemm (#197)
* start adding navi21 GEMM

* navi_gemm_km_kn_mn_fp32 compiles and passes one test.

* rename variables and functions in gridwise_gemm_dlops_v1r3

* add other 3 layouts; format instance

* adding more tuning parameters

add tuning parameters for other 3 layouts

* add gemm_dlops_f16

* tmp

* add dependence of DeviceGemm::IsSupportedArg() on arch

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* push gemm_dlops into profiler

* minor changes

* if using xdl or dlops is moved into profiler_gemm_impl

* minor changes

* minor changes

* remove is_xdl from profile_gemm_impl

* make IsSupportedArg dependent on arch for other device_gemm

* minor changes

* minor changes

* fix a bug in f_generate_tensor_value

* add 64x64x64 for gemm_dlops_int8

* add 64x64x64 for gemm_dlops_int8

* comment out 3 layouts in gemm_dlops_int8; add 32x32x32 for gemm_dlops_int8; init A values to 1

* fix

* start fixing tuning parameters

* monir

* minor changes

* minor changes

* minor changes

* fixing

* adding example

* adding example

* adding example

* add gemm fp32 example

* clean up

* use 128x128x16 as MNK tile in navi21 gemm example

* bug fix

* fix test

* use new block c tile

* clean

* fix build

Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: shaojiewang <wsjmessi@163.com>

[ROCm/composable_kernel commit: 40b59a63cc]
2022-05-24 12:19:27 -05:00
JD
569dd9f47b Add host API (#220)
* Add host API

* manually rebase on develop

* clean

* manually rebase on develop

* exclude tests from all target

* address review comments

* update client app name

* fix missing lib name

* clang-format update

* refactor

* refactor

* refactor

* refactor

* refactor

* fix test issue

* refactor

* refactor

* refactor

* upate cmake and readme

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

[ROCm/composable_kernel commit: cec69bc3bc]
2022-05-12 09:21:01 -05:00
Chao Liu
a5ad59ed11 Code refactor (#175)
* format

* improving pipeline

* fix typo

* format

* adding thread group

* adding thread group

* adding thread group

* adding gemm pipeline

* tweak

* refactor

* refactor

* add missing type convert

* refactor

* refactor

* refactor

* clean

* fix build

* refactor

* format

* clean up

* use remove_cvref_t

* clean

* clean up

* clean up

* clean up

[ROCm/composable_kernel commit: ec7c2e912e]
2022-05-09 14:57:59 -05:00
Anthony Chang
f9a5880af6 profiler: fix fp32 c-shuffle gemm tuning parameter (#194)
[ROCm/composable_kernel commit: 7c0b149811]
2022-04-22 15:48:51 -05:00
Chao Liu
5aa380eb6f fix build (#171)
[ROCm/composable_kernel commit: 646878162b]
2022-03-31 20:30:20 -05:00
Anthony Chang
1450193e62 Tune & add conflict-free LDS gemm kernels (#159)
* retune & add conflict-free bf16/fp16 c-shuffle gemm instances

amend wrong K1 value in some fp16/bf16 kernel instances

* make gemm cshuffle's timing behavior consistent with all other functions

* clang-format

* retune & add conflict-free fp32 c-shuffle gemm instances

* retune & add conflict-free int8 c-shuffle gemm instances

* update the underlying gridwise gemm of all c-shuffle gemm kernels

* typo

[ROCm/composable_kernel commit: 7db48f9008]
2022-03-31 12:58:41 -05:00
Chao Liu
3f732cceab Compile for gfx908 and gfx90a (#130)
* adding compilation for multiple targets

* fix build

* clean

* update Jekinsfile

* update readme

* update Jenkins

* use ck::half_t instead of ushort for bf16

* rename enum classes

* clean

* rename

* clean

[ROCm/composable_kernel commit: cd167e492a]
2022-03-31 12:33:34 -05:00
Chao Liu
040a21aa38 clean (#143)
[ROCm/composable_kernel commit: 2206136628]
2022-03-22 21:55:03 -05:00
rocking5566
066110a454 Gemm_c_shuffle (4 layouts) X (fp32 bf16 int8) (#131)
* [What] Separate fixpoint gemm from gemm example
[Why] let example of gemm_int8 be pure gemm.
[What]
1. Add gemm_requant_relu_requant,
2. Let CDataType be int32 in pure gemm, because no one use int8 CDataType. It is also part of gemm_requant_relu_requant

* Fix path

* Revise cmakelist due to merge develop

* Add gemm fp16 test

* Extract PrepareGemmTensor

* Extract TestGemm

* Add test for different layout

* Add 4 layouts of shuffle version of fp32

* Add 4 layouts of shuffle version of int8

* Add 4 layouts of shuffle version of bf16

* replace all DeviceGemmPtr_ with DeviceGemmNoOpPtr to fit naming convension

* Add test for non-shuffle verstion of gemm

* Fix typo

* Print kernel information

* Add rest of the fp32 kernel to the test

* 1. Add rest of the fp16 device iop.
2. Mark the invalid device operation

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

[ROCm/composable_kernel commit: 485ea46a40]
2022-03-21 15:59:51 -05:00
Chao Liu
82ad74304e Reorganize files, Part 1 (#119)
* delete obselete files

* move files

* build

* update cmake

* update cmake

* fix build

* reorg examples

* update cmake for example and test

[ROCm/composable_kernel commit: 5d37d7bff4]
2022-03-08 21:46:36 -06:00