aska-0096
26d5174e15
update instance and lds layout strategy
2024-11-26 07:29:38 +00:00
aska-0096
c99e3d595e
Merge branch 'mem_gemm_opt' of https://github.com/ROCm/composable_kernel into update_cka8w8
2024-11-20 05:41:33 +00:00
darren-amd
d0e3a70a2e
Statically Cast Pointer Offset ( #1631 )
...
* explicit cast ptr offset
* formating change
2024-11-05 09:59:08 -08:00
Haocong WANG
0b3a409d4f
Merge branch 'develop' of https://github.com/ROCm/composable_kernel into mem_gemm_opt
2024-09-06 03:22:06 +00:00
Haocong WANG
5b10dae6a4
Add gemm universal bf16 instances ( #1484 )
...
* 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 >
2024-09-04 20:58:54 -07:00
aska-0096
dbfcb380cd
temp save
2024-09-05 03:04:31 +00:00
aska-0096
cc404d1190
Merge branch 'develop' of https://github.com/ROCm/composable_kernel into mem_gemm_opt
2024-09-04 15:18:52 +00:00
aska-0096
41fcfbc64e
clang format
2024-09-04 15:11:51 +00:00
Bartłomiej Kocot
73b67f290f
Add support for NGCHW in grouped conv bwd wei ( #1491 )
...
* Add support for NGCHW in grouped conv bwd wei
* Comments fixes
* navi fixes
* Update function names
2024-09-03 10:52:03 +02:00
aska-0096
4885c38aa4
Merge branch 'transpose_opt' of https://github.com/ROCm/composable_kernel into rowwise_opt
2024-09-03 08:37:45 +00:00
aska-0096
7c8e92face
tempsave
2024-09-03 07:53:04 +00:00
aska-0096
5d9c964ece
temp save
2024-09-02 09:55:07 +00:00
aska-0096
cbf14ee192
tempsave, epilogue optimization for universal gemm done. TODO: mulitpleD epilogue optimization
2024-09-01 08:10:43 +00:00
aska-0096
9a99c8416b
temp save
2024-08-26 02:10:18 +00:00
aska-0096
4f65f7b387
tempsave
2024-08-22 07:30:46 +00:00
Haocong WANG
3049b5467c
[GEMM] gemm_universal related optimization ( #1453 )
...
* 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 >
2024-08-14 10:42:30 +08:00
jakpiase
b74d4d4d54
Fix for beta!=0 in reduce ( #1440 )
...
* fix for beta!=0 in reduce
* add reviewers suggestions
2024-08-06 09:10:39 -07:00
Bartłomiej Kocot
4ec5c52a0c
Add Grouped Conv Fwd Large Tensor kernel ( #1432 )
...
* 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
2024-08-06 10:06:10 +02:00
Haocong WANG
8c90f25be3
[GEMM] F8 GEMM, performance optimized. ( #1384 )
...
* 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 f60fd77jizhan@amd.com >
2024-07-19 22:06:52 +08:00
ltqin
c544eb4da0
Universal gemm splitk using reduce (with multi-d) ( #1341 )
...
* init for reduce_threadwise multi_d
* add reduce_threadwise_multi_d
* add reduce_multi_d
* clean
* start add an other splitk device op
* add reduce template parameter to SplitKBatchOffset
* add reduce c matrix
* clean up code
* change example data type to bf16
* add bf16Ai8B example
* remove reduce template parameter
* add splitk atomic status to v4
* example add multi d parameters
* device op add multi-d parameters
* add multi-d to reduce
* fix kbach=1 bug
* change B layout to col in bf16Ai8B example
* remove float adding struct
* change multi-d interface
* change file and class name
* remove multi-d of bf16Ai8B example
* change IsReduce function to IsReduceAdd
* change example layout to RRR from RCR
* according layout to set ds stride
* reset parameter layout
* add gemm universal reduce instance
* add reduce factory
* add profile_gemm_universal_reduce
* add reduce to profiler
* fix reduce instance
* fix profiler reduce compiling bug
* format
* format library instance code
* add mem instance for reduce library
* fix call instance names
* add workspace for reduce in ckProfiler
* format
* add mnpading to reduce library instance
* add fp16 instance to reduce of profiler
* change copyright time
* restore profiler cmake file
* add reduce text to instances
* add DsLayout and DsDataType to instances template parameter
* fixed gemm_reduce_multi_d
* add an example without multi_d
* Update common.hpp
* Update gtest.cmake
* Update gemm_xdl_splitk_reduce_bf16.cpp
* clean
* Update gtest.cmake
* format
* fixe api
* format
* default parameter change to RRR
* add vector_len for multi_d
* format
* Update gtest.cmake
* fix bf16A iBB elementwiseop
* add ReduceDataType
* move ReduceDataType to end position
* format
* remove googletest git method address
* fix copyright time
* update init data
---------
Co-authored-by: root <jizhan@amd.com >
Co-authored-by: letaoqin <letaoqin@amd.com >
Co-authored-by: Jing Zhang <jizhan@meta.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
2024-07-19 22:01:22 +08:00
Harisankar Sadasivan
75e622f02f
Universal streamk with atomics ( #1360 )
...
* universal streamk with atomics with ckprofiler support. grid_size and streamk strategy are tunable. grid_size of -1 leads to #WGs = maximum occupancy X num_CUs. implementation supports many different streamk policies: 1-tile, 2-tile, 3-tile and 4-tile. streamk strategy of -1 leads to default streamk policy (4-tile).
* Update README.md
* fixing clang-format issues
* removed conflicts in struct members between streamk and universal streamk
* corrected arg parsing for streamk and universal streamk
* added stream-k policies for 3 tile and 4 tile
* fixed argument type issue with parsing cmd args
* changes suggested in PR review are made- removing comments and correcting copyright
* file permissions updated
* added default value support for grid_size and streamk-policy selection set to -1
* print messages for arguments
* print messages for arguments
* print messages for arguments1
2024-07-05 21:40:30 -07:00
Illia Silin
941d1f7ce0
Merging the gfx12 code into public repo. ( #1362 )
2024-06-27 00:33:34 -07:00
Bartłomiej Kocot
8faec23cb4
Add read_first_lane function for int64 ( #1347 )
2024-06-18 15:05:30 -05:00
jakpiase
e2d139201b
Switch to universal gemm in grouped gemm tile loop ( #1335 )
...
* switch to universal gemm in grouped gemm tile loop
* minor fixes
* add reviewers comments
---------
Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com >
2024-06-18 09:01:49 -05:00
Bartłomiej Kocot
dc1e9c5df9
Support large tensors in grouped conv fwd ( #1332 )
...
* Support large tensors in grouped conv fwd
* Multi ABD fixes
* Fix calculate element space size
2024-06-14 09:53:03 -05:00
Bartłomiej Kocot
ac58cc5d1d
Integrate universal gemm with conv forward ( #1320 )
...
* Integrate universal gemm with conv fwd
* Fix conv fwd wmma test
* Fix instances
* Remove direct load check
2024-06-05 13:01:29 -05:00
zjing14
6fb1f4e03f
Post-merge fix of PR 1300 ( #1313 )
...
* add f8 gemm with multiD for both row/col wise
* change compute_type to fp8
* changed tuning parameters in the example
* add rcr example
* post-merge fix
* fix
* reduce init range
2024-05-31 22:46:41 -07:00
zjing14
80db62f08d
add f8 gemm multiD with both row/col wise scale ( #1300 )
...
* add f8 gemm with multiD for both row/col wise
* change compute_type to fp8
* changed tuning parameters in the example
* add rcr example
2024-05-28 12:04:22 -05:00
Bartłomiej Kocot
fd72380aeb
Optimize grouped conv bwd weight for small M and N ( #1303 )
...
* Optimize grouped conv bwd weight for small M and N
* Fixes
2024-05-22 21:01:01 +02:00
Illia Silin
06b891c5c2
aggregate device macros in ck_tile config header ( #1297 )
2024-05-20 08:34:45 -07:00
Illia Silin
1274861a9d
replace the ENV macro with CK_ENV ( #1296 )
2024-05-17 10:42:51 -07:00
Illia Silin
566b6480a2
Code clean-up ( #1285 )
...
* code clean-up
* remove the profiling output samples
2024-05-10 09:41:39 -07:00
Illia Silin
bf42097646
Enable logging in CK with environment variable. ( #1278 )
...
* enable logging using environment variable
* update ck.hpp header
* fix typo
* fix clang format
* Update include/ck/utility/env.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
---------
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
2024-05-07 16:26:43 -07:00
Haocong WANG
764164b488
[GEMM] UniversalGemm update ( #1262 )
...
* 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 >
2024-04-26 12:56:07 -05:00
zjing14
0d0150db20
bf16A_Int8B with fastgelu/bias ( #1264 )
...
* changed the copy function to v7r2
* adding multi_abd
* in-progress
* add post-load oob check
* debugging
* adjust instances
* add run_lds
* add elemntwise_op
* replace multi_abd_device with v3
* clean up
* clean
* clean
* Added LDSType
* profiling
* adjust oobcheck
* add missing file
* refactor
* clean
* add examples
2024-04-26 07:26:30 -05:00
Adam Osewski
b4032629e5
Grouped GEMM Multiple D tile loop. ( #1247 )
...
* 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.
2024-04-25 15:12:53 -05:00
Bartłomiej Kocot
ad1597c499
Refactor elementwise kernels ( #1222 )
...
* Refactor elementwise kernels
* Instances fixes
* Fix cmake
* Fix max pool bwd test
* Update two stage gemm split k
* Restore elementwise scale for hiptensor backward compatiblity
* Fix Acc data type check in conv fwd multiple abd
* Disable conv fp64 fwd example
* Update grouped conv weight multi d
2024-04-19 13:31:17 +02:00
Bartłomiej Kocot
fd923b6d86
Add grouped conv bwd weight multi d kernel ( #1237 )
...
* Add grouped conv bwd weight multi d kernel
* Reference fix
* Fix cmake files
* bwd weight scale only xdl
* Fixes
* Fix client conv fwd example
2024-04-18 23:35:04 +02:00
zjing14
12865fbf28
Added Multi_ABD support into Gemm and GroupedGemmFixedNK ( #978 )
...
* added an example grouped_gemm_multi_abd
* fixed ci
* add setElementwiseOp
* changed API
* clean code: add multiA into example
* fixed v7r2 copy
* add transpose
* clean
* fixed vector_load check
* Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_multiple_abd_xdl_cshuffle.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_multiple_abd_xdl_cshuffle.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd_fixed_nk.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd_fixed_nk.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* add reduce
* testing
* add example_b16_i8
* refactor example
* clean
* add mpading
* disable reduce for kbatch = 1
* seperate reduce device op
* add reduce op
* add guard for workspace_size
* add instances
* format
* fixed
* add client example
* add a colmajor
* add instances
* Update cmake-ck-dev.sh
* Update profile_gemm_splitk.cpp
* Update gridwise_gemm_xdlops_v2r4r2.hpp
* format
* Update profile_gemm_splitk.cpp
* fixed
* fixed
* adjust test
* adjust precision loss
* adjust test
* fixed
* add bf16_i8 scale bias
* fixed scale
* fixed scale elementwise_op
* revert contraction deviceop changes
* fixed
* Add AddFastGelu
* Revert "Merge branch 'jizhan/gemm_splitk_reduce' into grouped_gemm_multi_abd_fixed_nk_example"
This reverts commit 3b5d001efd943199a991barkocot@amd.com >
* Update device_reduce_threadwise.hpp
* clean
* Fixes
* Fix example
---------
Co-authored-by: Jing Zhang <jizha@amd.com >
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
2024-04-15 21:09:45 -05:00
Haocong WANG
f83e9701e9
[GEMM] Gemm universal device operation ( #1154 )
...
* 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 >
2024-04-13 21:03:18 -05:00
Rostyslav Geyyer
a61e73bc56
Add instances for conv_scale with fp8@bf8->fp8 ( #1220 )
...
* Update device op api to support BComputeType
* Add example
* Add instances
* Add profiler mode
* Add client example
* Update copyright year
* Add BComputeType check
* Fix compute types
2024-04-03 09:08:08 -05:00
Bartłomiej Kocot
9a194837af
Introduce combined elementwise ops ( #1217 )
...
* Introduce combined elementwise ops
* Introduce refrence elementwise
2024-04-02 17:23:49 -05:00
zjing14
303d4594f4
improved zeroing ( #1221 )
2024-04-02 11:02:52 -05:00
Bartłomiej Kocot
9c052804a7
Add elementwise with dynamic vector dim ( #1198 )
...
* Add elementwise with dynamic vector dim
* Reduce number of instaces
* Fixes
* Fixes
2024-03-22 10:40:43 +01:00
zjing14
1837040a9c
Navi3 rel ( #1176 )
...
* wmma_op + unit test
* add arch limitation to wmma test
* change arch limitation
* Refactor + Add all type unit test(int4 compile failed)
* Add f32_16x16x16_bf16 unit test
* tempsave
* tempsave
* tempsave
* runtime bug, cannot find symbol
* workaround for incorrect HIP warpSize return value
* debugging
* tempsave
* Correctness OK, waiting for optimization
* Tidy up + format
* temp save
* temp save, reproduce the v_bfi_b32 issue
* add inline asm for wmmaop test
* tidy up
* clean some debug purpose code
* discard some codes
* clang format
* clang format
* compiler issue fixed + increase tile size
* navi3x_multipleD+example
* temp save
* workable
* batchedgemm[OK], groupconv[debug]
* groupconv: Sanity check[OK], Performance[Bad]
* navi3x_groupconv_need_optimization
* create necessary files
* save progress
* Add Inter-Row thread transfer
* save progress
* save debugging progress
* sanity check pass
* fix a host tensor bug and clean up flash-attn code
* format
* cancel unnecessary change
* cancel unnecessary change
* cancel unnecessary change
* temp save, add asm backend flag to amd_wmma
* Mat-A LDS Bypass sanity pass
* temp save
* gemm sanity fix
* Porting new blockwise gemm to flash attention
* Example branch provide to compiler team
* tempsave
* Fix a bug
* batched gemm ported
* conv A-skip lds ported
* Skip B-Lds real gemm
* Skip B Lds Gemm + MulD
* batched gemm, conv, skip b lds
* format
* Attn, skip b lds
* Change GridwiseOp nam
* fix a typo caused bug
* Skip A_Lds sanity pass, Skip B_Lds scratch occured
* Bug found, intra-row permute off caused
* bug found
* a fix
* disable buffer load due to incorrect 3rd dword
* update fmha config, no scratch generated
* update 3rd dword
* fmha config update
* FMHA, add support to gfx1101/gfx1102
* Merge origin dev (#2 )
* [Navi3x] Fix Gridwise_multiple_d operation (#649 )
* Add CMake Option "USE_OPT_NAVI3X"
* fix bug
* standardize docs (#655 )
* Separate bibtex requirement from rocm-docs-core (#656 )
* separate bibtex requirement from rocm-docs-core
* point requirements to source rocm-docs-core repo
* Add CMake Option "USE_OPT_NAVI3X" (#647 )
* Add CMake Option "USE_OPT_NAVI3X"
* remove navi3x opt compile option from cmake script
* Conv + quantization + tanh (#645 )
* Rename file. Prepare to support another activation
* Add comment for quantization
* Extract out_elementop
* Add tanh example
* Add conv + bias + tanh quantization instance
* Add missing parameter
* Refine cmake
* Add external api and client example
* Extract variable in example
* Fix the comment
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com >
* Add a denorm test fix (#603 )
* Add type_convert implementations for bf16
* Add the fix for conv_fwd
* Add the fix for conv_bwd_data
* Add the fix for conv_bwd_weight
* Format
* Format
* Another format
* Add a macro to use workaround on MI200 only
* Format
---------
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
* simplify karg in device/grid of split-k op (#644 )
* simplify karg in device/grid split-k op
* fix mk_kn_mn instances
* add more instances
* use name from tensor layout
* fix 3rd dword of buffer source descriptor (#659 )
* add fp64 instances (#658 )
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* Issue #666 : Revert "simplify karg in device/grid of split-k op (#644 )" (#665 )
This reverts commit bb5530af91#668 )
* Rename to proper naming
* Add example of groupnorm + swish
* Extract duplicate code in example
* Add groupnorm + swish instances
* Ractor instance generation, split into multiple cpp file
* Add external api and client example
* Refine profiler message
* Use ck math version of exp
* Refine problem size in example
* Add host version of exp
* add a marco to turn on/off denorm fix (off by default) (#673 )
* add a marco to turn off denorm fix by default
* expose the marco
---------
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* fixed quant example (#672 )
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* Add dependabot config and pin rocm-docs-core (#663 )
* [gtest] suppress unsafe buffer warn (#670 )
ref: https://github.com/ROCmSoftwarePlatform/MIOpen/pull/1912
* Add memory index guard in wmma device ops (#667 )
* Add more macros to turn on/off denorm fix (#678 )
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
* Fix a typo (#676 )
* Add (#677 )
* Allow using ROCm release candidate compilers. (#679 )
* enable use of rocm5.5 release candidate 4
* upgrade to ROCM5.5 RC5
* try fix the PUB_KEY error, remove the cmake-data package
* upgrade to latest cmake version
* use private dockerhub repo for rocm5.5 rc5
* add missing bracket
* add vector load check
* solve conflicts
---------
Co-authored-by: Sam Wu <sjwu@ualberta.ca >
Co-authored-by: Sam Wu <sam.wu2@amd.com >
Co-authored-by: rocking5566 <ChunYu.Lai@amd.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
Co-authored-by: Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com >
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
Co-authored-by: carlushuang <carlus.huang@amd.com >
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
Co-authored-by: Jun Liu <Liu.Jun@amd.com >
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
* Disable SkipLDS & Align AIT api (#3 )
* fix layernorm, reduction Ops (#4 )
* [Navi3x] Fix Gridwise_multiple_d operation (#649 )
* Add CMake Option "USE_OPT_NAVI3X"
* fix bug
* standardize docs (#655 )
* Separate bibtex requirement from rocm-docs-core (#656 )
* separate bibtex requirement from rocm-docs-core
* point requirements to source rocm-docs-core repo
* Add CMake Option "USE_OPT_NAVI3X" (#647 )
* Add CMake Option "USE_OPT_NAVI3X"
* remove navi3x opt compile option from cmake script
* Conv + quantization + tanh (#645 )
* Rename file. Prepare to support another activation
* Add comment for quantization
* Extract out_elementop
* Add tanh example
* Add conv + bias + tanh quantization instance
* Add missing parameter
* Refine cmake
* Add external api and client example
* Extract variable in example
* Fix the comment
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com >
* Add a denorm test fix (#603 )
* Add type_convert implementations for bf16
* Add the fix for conv_fwd
* Add the fix for conv_bwd_data
* Add the fix for conv_bwd_weight
* Format
* Format
* Another format
* Add a macro to use workaround on MI200 only
* Format
---------
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
* simplify karg in device/grid of split-k op (#644 )
* simplify karg in device/grid split-k op
* fix mk_kn_mn instances
* add more instances
* use name from tensor layout
* fix 3rd dword of buffer source descriptor (#659 )
* add fp64 instances (#658 )
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* Issue #666 : Revert "simplify karg in device/grid of split-k op (#644 )" (#665 )
This reverts commit bb5530af91#668 )
* Rename to proper naming
* Add example of groupnorm + swish
* Extract duplicate code in example
* Add groupnorm + swish instances
* Ractor instance generation, split into multiple cpp file
* Add external api and client example
* Refine profiler message
* Use ck math version of exp
* Refine problem size in example
* Add host version of exp
* add a marco to turn on/off denorm fix (off by default) (#673 )
* add a marco to turn off denorm fix by default
* expose the marco
---------
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* fixed quant example (#672 )
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
* Add dependabot config and pin rocm-docs-core (#663 )
* [gtest] suppress unsafe buffer warn (#670 )
ref: https://github.com/ROCmSoftwarePlatform/MIOpen/pull/1912
* Add memory index guard in wmma device ops (#667 )
* Add more macros to turn on/off denorm fix (#678 )
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
* Fix a typo (#676 )
* Add (#677 )
* Allow using ROCm release candidate compilers. (#679 )
* enable use of rocm5.5 release candidate 4
* upgrade to ROCM5.5 RC5
* try fix the PUB_KEY error, remove the cmake-data package
* upgrade to latest cmake version
* use private dockerhub repo for rocm5.5 rc5
* add missing bracket
* Disable SkipLDS & Align AIT api
* Update dependabot config (#682 )
Co-authored-by: samjwu <samjwu@users.noreply.github.com >
* update attn api
* solve type_convert bug + enable
---------
Co-authored-by: Sam Wu <sjwu@ualberta.ca >
Co-authored-by: Sam Wu <sam.wu2@amd.com >
Co-authored-by: rocking5566 <ChunYu.Lai@amd.com >
Co-authored-by: zjing14 <zhangjing14@gmail.com >
Co-authored-by: Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com >
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
Co-authored-by: carlushuang <carlus.huang@amd.com >
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
Co-authored-by: Jun Liu <Liu.Jun@amd.com >
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
Co-authored-by: samjwu <samjwu@users.noreply.github.com >
Co-authored-by: haocwang <Haocong.WANG@amd.com >
* fix typo
* Fix attention with causal mask
* multiple fix, try ait compile
* Add A/B not use LDS pipeline
* Clang format, Add gfx1101, gfx1102 support of FMHA example
* cancel change of format script
* 1. Enable 2-stage global Prefetch ( May cause VGPR spilling)
2. Enable FP16 accumulator blockwise_gemm
* clang-format
* 1. change blockwise gemm loopover direction from kmn to mnk ( ~1% improvement)
2. change kernel timing mode to 50 warmup + 50 timed repeat
* Update low level abstration of blockwise gemm wmma
* (2/5) bilinear gemm pass, perf bug: skip a lds has lower performance than skip b lds
* (3/5) batched gemm pass, perf bug: skip a lds has lower performance than skip b lds
* (4/5) grouped conv pass
* (5/5) attention pass, todo: debug lds perf bug
* AIT Attention API refactor (#8 )
* sanity pass
* sanity pass 2
* confirm significant performance regression.
* turn on all instances
* turn off instance format
* Fix bug & tunning & format
* DML meta, self_attn+cross_attn
* sanity pass
* remove useless flag
* update tile and problem size used in AIT attention
* bug fix in grouped conv supporting check
* deprecate inline asm wmma
* Bug fix: double lds skip
* clang-format
* Fix errors in
1. example, fmha
2. gridwise pipeline
3. deviceop, fmha, change some containers from vector to array
* part2 of previous commit
* clang format
* API fix of gridwisegemmpipeline
* separate array base and vector base attention tensor transformation
* fix gemm
* clang format
* add gemm fp16 instances
* Temp save
* fpAintB kernel compile pass
* Sanity pass.
* Temp save
* debug code enabled
* Fp16AInt8B_GEMM sanity
* MQA implementation
* GQA-4 example
* tempsave
* Compile pass
* New implementation of fp16Aint8B Gemm, Acheieve similar math throughput with native fp16 Gemm
* format
* Todo: fix gemm_bilinear_wmma instances compilation bug
* Solve a bug when K1=16
* remove unnecessary changes
* Remove tensor layout limitation to LDS usage in tesnor contraction
* update self-attention and cross-attention
* fix a typo of name
* Add arch limiter for fp8 gemm
* enable fp8 gemm_xdl for all gfx9 targets
* temporarily disable gemm_xdl_fp16_fp8 on MI100/200
* fix the cmake logic for gemm_xdl_fp16_fp8
* re-enable the gemm_xdl_fp16_fp8 on MI100/200
---------
Co-authored-by: aska-0096 <haocwang@amd.com >
Co-authored-by: Sam Wu <sjwu@ualberta.ca >
Co-authored-by: Sam Wu <sam.wu2@amd.com >
Co-authored-by: rocking5566 <ChunYu.Lai@amd.com >
Co-authored-by: Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com >
Co-authored-by: Rosty Geyyer <rosty.geyyer@amd.com >
Co-authored-by: carlushuang <carlus.huang@amd.com >
Co-authored-by: root <root@ctr-ubbsmc15.amd.com >
Co-authored-by: Jun Liu <Liu.Jun@amd.com >
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
Co-authored-by: samjwu <samjwu@users.noreply.github.com >
Co-authored-by: haocwang <Haocong.WANG@amd.com >
Co-authored-by: illsilin <Illia.Silin@amd.com >
2024-03-08 17:11:51 -08:00
Paul Fultz II
8eff4d62b6
Add host lib ( #1134 )
...
* Format
* Format
* Format
* Remove const
* Use the right template
* Format
* Format
* add row/col instances
* Add missing file
* fixed
* Format
* Updates
* Format
* fixed rrr layout
* Format
* Update test and embed modules
* Restore older version
* Update year
* Set -fPIC
* Format
* Use double for isnan
* rename host folder to codegen + minor fix
* add codegen CI test
* add option to build components without building CK
* fix the groovy syntax
* fix typo
* use the correct function for the codegen stage
---------
Co-authored-by: Jing Zhang <jizha@amd.com >
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com >
Co-authored-by: illsilin <Illia.Silin@amd.com >
2024-03-05 17:08:43 -08:00
zjing14
602c4cc0d9
Optimizing fp8_fp16 mixedprec gemm ( #1150 )
...
* add delayed cvt
* extend fp16 gemm_splitk instances for fp8_fp16 gemm
* add f8 example
* add 128 kperblk instances for fp8
* add kpb128 instance
* added more instances into kpb128
* clean code
* clean code
* fix
* fix
* fixed
* Update example/35_splitK_gemm/splitK_gemm_xdl_fp16_fp8.cpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update include/ck/tensor_operation/gpu/thread/threadwise_tensor_slice_transfer.hpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
* Update library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_kpb128_instance.cpp
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
---------
Co-authored-by: Jing Zhang <jizha@amd.com >
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
2024-02-12 09:45:42 -08:00
Bartlomiej Wroblewski
6951858221
Implement direct loads split-K GEMM kernel ( #1137 )
...
* WIP: Implement direct loads split-K GEMM kernel
* Clean the review
---------
Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com >
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com >
2024-02-07 01:08:34 +01:00
Illia Silin
180f16f9ac
Add support for more Navi2x and Navi3x models. ( #1152 )
...
* add support for navi2x and navi3x models
* fix syntax
* use common macro for different mi300 architectures
2024-02-02 11:35:26 -08:00
Haocong WANG
bb63b9732c
[GEMM] Optimization for MI200/300. ( #1135 )
...
* Optimize GEMM on MI200/300:
1. Add new blockwise gemm pipeline
2. Add irregular splitk intances
* clang format + typo fix
* Fix a bug
2024-01-19 07:02:22 -06:00
