linqunAMD
07def6b13d
Extend XDL kernel to Support RDNA3/4 - Part 4 ( #2724 )
...
* Fix example
* fix build error
* update pk_i4 & moe test case
* fix all instance build (examples)
* fix batched_gemm_gemm (example)
* disable example_gemm_bias_softmax_gemm_permute on gfx11
* remove unnecessary disable gfx11
* update tests
* update tests2
[ROCm/composable_kernel commit: 321627aec5
2025-09-12 08:17:07 -07:00
Ville Pietilä
f6f07467f4
Automatic deduction of split-K value for grouped convolution ( #2491 )
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* Split-K autodeduction for DeviceGroupedConvBwdWeight_Xdl_CShuffle and DeviceGroupedConvBwdWeight_Xdl_CShuffleV3.
* Split-K autodeduction for DeviceGroupedConvBwdWeightTwoStage_Xdl_CShuffle.
* Use simple best occupancy model to calculate the split-K.
* Handle split-K autodeduction in explicit gemm conv.
* Add unit tests for split-K autodeduction.
* Remove oversubscription.
* Small fixes.
* Added split-K autodeduction for DeviceGroupedConvBwdWeightMultipleD_Xdl_CShuffle.
* Run clang formatting.
* Fix error handling in the conv profiler.
* Add missing documentation for the autodeducted split-K values.
* Add split-K autodeduction to DeviceGroupedConvBwdWeight_Explicit_Xdl solver.
* Fix clang formatting and split-K profiler documentation.
* Rename max_occupancy value variable.
* Calculate grid size for split-K autodeduction directly from input array shapes and template params.
---------
Co-authored-by: Ville Pietilä <>
[ROCm/composable_kernel commit: e962a41638
2025-07-31 12:08:45 +02:00
Bartłomiej Kocot
48034577d4
Grouped Convolution Backward Weight Explicit GEMM ( #2282 )
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* Grouped conv bwd weight explicit gemm
* 3d
* cmake fixes
* fix test
* fix
[ROCm/composable_kernel commit: 050cad09b5
2025-06-06 10:30:08 +02:00
Mateusz Ozga
ac7ecfe7aa
Disable conv for Filter1x1Stride1Pad0 when K or C is even ( #2186 )
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[ROCm/composable_kernel commit: fa3c6811d8
2025-05-16 10:18:47 +02:00
Bartłomiej Kocot
169e3cb4f8
Add support for GKCYX grouped conv weight ( #2023 )
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* Grouped conv bwd weight GKCYX support
* fix and changelog
* fix
* fix
* fixes
* comments
* fix
[ROCm/composable_kernel commit: 2ccf914888
2025-04-02 23:59:49 +02:00
Mateusz Ozga
16162174fd
Apply universal gemm to bwd_weight_cshuffle operator ( #1873 )
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* Universal gemm - initial commit
* Review part 1
* Fix tests
* Remove instances
* Remove comp instances
[ROCm/composable_kernel commit: c287418dcc
2025-02-18 10:10:22 +01:00
Bartłomiej Kocot
d63ce9c186
Grouped convolution backward weight special vector size loads ( #1772 )
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* Grouped convolution backward weight special vector size loads
* Instnaces and tests
* Fixes
* Add 7 and 13 special cases
* fix comments
* Fix
* Fix2
* fixes
* fix atomic add bf16
[ROCm/composable_kernel commit: fd46a01d8b
2025-01-10 22:02:30 +08:00
Bartłomiej Kocot
691144def1
Add support for NGCHW in grouped conv bwd wei ( #1491 )
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* Add support for NGCHW in grouped conv bwd wei
* Comments fixes
* navi fixes
* Update function names
[ROCm/composable_kernel commit: 73b67f290f
2024-09-03 10:52:03 +02:00
Jun Liu
fa73739812
Fix issue with multiple targets and remove smfmac tests from unsupported test targets ( #1372 )
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[ROCm/composable_kernel commit: 959073842c
2024-07-03 23:34:38 -07:00
Illia Silin
57ae3ae99f
Merging the gfx12 code into public repo. ( #1362 )
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[ROCm/composable_kernel commit: 941d1f7ce0
2024-06-27 00:33:34 -07:00
Bartłomiej Kocot
b4b436d29a
Optimize grouped conv bwd weight for small M and N ( #1303 )
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* Optimize grouped conv bwd weight for small M and N
* Fixes
[ROCm/composable_kernel commit: fd72380aeb
2024-05-22 21:01:01 +02:00
Illia Silin
254758813f
Code clean-up ( #1285 )
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* code clean-up
* remove the profiling output samples
[ROCm/composable_kernel commit: 566b6480a2
2024-05-10 09:41:39 -07:00
Bartłomiej Kocot
70f51bb03f
Change output gemm type to AccDataType in two stage conv bwd wei ( #1283 )
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[ROCm/composable_kernel commit: 8346af9c68
2024-05-10 10:57:42 +02:00
Bartłomiej Kocot
d001bea12f
Add grouped conv bwd weight multi d kernel ( #1237 )
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* Add grouped conv bwd weight multi d kernel
* Reference fix
* Fix cmake files
* bwd weight scale only xdl
* Fixes
* Fix client conv fwd example
[ROCm/composable_kernel commit: fd923b6d86
2024-04-18 23:35:04 +02:00
Illia Silin
1f4d13b2b5
Split the instances by architecture. ( #1223 )
...
* parse examples inside the add_example_executable function
* fix the example 64 cmake file
* add xdl flag to the gemm_bias_softmax_gemm_permute example
* add filtering of tests based on architecture type
* enable test_grouped_gemm for gfx9 only
* enable test_transpose only for gfx9
* only linnk test_transpose if it gets built
* split the gemm instances by architectures
* split gemm_bilinear,grouped_conv_bwd_weight instances by targets
* split instances by architecture
* split grouped_conv instances by architecture
* fix clang format
* fix the if-else logic in group_conv headers
* small fix for grouped convolution instances
* fix the grouped conv bwd weight dl instances
* fix client examples
* only enable client examples 3 and 4 on gfx9
* set the gfx9 macro
* make sure the architecture macros are set by cmake
* use separate set of xdl/wmma flags for host code
* sinmplify the main cmake file
* add conv_fwd_bf8 instance declaration
[ROCm/composable_kernel commit: ae57e5938e
2024-04-02 09:42:17 -07:00
zjing14
304b7c3abb
Navi3 rel ( #1176 )
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* 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 1108f64591#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 1108f64591#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 >
[ROCm/composable_kernel commit: 1837040a9c
2024-03-08 17:11:51 -08:00
Illia Silin
b63148b2b1
Add support for more Navi2x and Navi3x models. ( #1152 )
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* add support for navi2x and navi3x models
* fix syntax
* use common macro for different mi300 architectures
[ROCm/composable_kernel commit: 180f16f9ac
2024-02-02 11:35:26 -08:00
Bartłomiej Kocot
16f6f238ed
Add grouped conv bwd weight wmma ( #985 )
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* Add grouped conv bwd weight wmma
* Update README, changelog, profiler
* Minor fixes
* Fix grouped conv bwd wei dl kernel
* Minor fixes
* Minor stylistic fixes
[ROCm/composable_kernel commit: 16d7c4d2f7
2023-10-17 10:32:26 +02:00
Bartlomiej Kocot
775ae67af3
Stylistic improvements for grouped convolution code
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Remove unnecessary ignoring
Update test/grouped_convnd_bwd_weight/test_grouped_convnd_bwd_weight.cpp
[ROCm/composable_kernel commit: bc2d0583d3
2023-09-15 20:03:47 +02:00
Bartłomiej Kocot
a13a1cb6d3
Add grouped conv bwd weight dl instances and new layout ( #897 )
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* Add grouped conv bwd weight dl instances and new layout
* Add M and N padding
* Remove todo comment
* Enable grouped conv fwd dl k,c=1 generic instance
* Comment fixes
[ROCm/composable_kernel commit: 475188ca2e
2023-09-13 10:14:31 -05:00
Bartłomiej Kocot
ac574360c7
Enable grouped conv with small K or C ( #822 )
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* Enable grouped conv with small K or C
* Add missing instances
* Refactor grouped conv fwd instances
* Fix fp16 instances since it supports src_per_vec %2 = 0
* Add generic instances
[ROCm/composable_kernel commit: 472fa029ba
2023-08-09 10:40:55 -05:00
Bartłomiej Kocot
50dbce5272
Add wei_strides to grouped conv3d wei to keep consistency ( #817 )
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* Add wei_strides to grouped conv3d wei to keep consistency
* Fix strides in client examples
* Unify backward weight api with forward
* Fix for example
* Fixes for examples
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com >
[ROCm/composable_kernel commit: 22443f7aae
2023-08-07 10:23:45 -05:00
Bartłomiej Kocot
9eb711b9d2
Grouped conv bwd wei NDHWGC/NDHWGK ( #804 )
...
[ROCm/composable_kernel commit: 10732847e7
2023-07-21 12:00:55 -05:00
Bartłomiej Kocot
a1a8901df8
Support NHWGC conv2d_bwd_weight ( #769 )
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* Support NHWGC conv2d_bwd_weight
* Fix client example
* Fix client example
* Fix comments
* Redesign grouped_conv_bwd_weight instances
* Clang format fix
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com >
[ROCm/composable_kernel commit: 1ee99dcaa6
2023-07-12 08:25:02 -05:00
Illia Silin
624a327663
Enable gfx941 and gfx942 architectures. ( #752 )
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* enable gfx941/942 targets
* fix clang format
* fix the cmake logic for multiple targets
* fix cmake syntax for looping over targets
* add gfx941/942 support for gemm_xdl instances
[ROCm/composable_kernel commit: 027e46ee82
2023-06-15 08:20:59 -07:00
Illia Silin
b57fbee2f1
update copyright headers ( #726 )
...
[ROCm/composable_kernel commit: b94fd0b227
2023-05-31 18:46:57 -05:00
Illia Silin
96dbe62907
Enable gemm_dl and other kernels on Navi3x. ( #714 )
...
* enable dl kernels on navi3
* do not build xdl tests and examples on Navi
* run tests before building everything on jenkins
* disable gemm_bilinear on gfx1030
* add gpu targets to installer on Navi
* put tests in the same order as before
* reduce the number of navi targets in CI
* build CI installed for gfx940 as well
* only build for MI300 during QA runs
[ROCm/composable_kernel commit: d821d1e54f
2023-05-23 11:23:16 -05:00
Po Yen Chen
57c8d94bf7
Reduce group & batch of the tested convolutions ( #648 )
...
[ROCm/composable_kernel commit: fe96e8fbf2
2023-03-22 10:49:11 -07:00
Po Yen Chen
e25360c38f
Fix Grouped ConvBwdWeight test case failure ( #524 )
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* Use smaller tensor size in test
* Use even more smaller tensor size
* Touch only failing test case inputs
[ROCm/composable_kernel commit: 614a7b1bb0
2022-12-07 17:46:28 -06:00
Po Yen Chen
02db748e74
Modularize ckProfiler operations ( #514 )
...
* Re-structure ckProfiler source files
* Rename profiler.cpp to main.cpp
* Modularize ckProfiler operations
* Add description for profiler operations
* Use longer name to avoid name collision
* Use macro to delay expansion
* Use std::move() to avoid object copying
* Prohibit users from calling dtor
* Use macro to eliminate redundant code
* Make friend function hidden
* Add missing include directive <iostream>
* Fix wrong include directives
* Remove int8 from batchnorm-forward instances since it is not needed for forward training and could fail test
Co-authored-by: Qianfeng Zhang <Qianfeng.Zhang@amd.com >
[ROCm/composable_kernel commit: 8784a72e23
2022-12-01 15:15:02 -06:00
Po Yen Chen
44e669e0dd
Add client example of grouped conv2d backward weight (data type: fp16) ( #498 )
...
* Remove redundant CMake setting
* Extract common code from files
* Rename folder 'convnd' to 'conv'
* Use std::array<> to accept compile-time kwnown # of arguments
* Fix compilation error of tuning parameter
* In example, use same setting as unit-test
* Remove no-longer used include directive
* Add interface for grouped conv bwd weight
* Add group support for conv bwd weight
* Add grouped conv bwd weight example
* Use group parameter in example
* Rename example folder
* Remove non-grouped version example source files
* Rename device op template
* Add group support to convolution backward weight
* Remove debug messages
* Use smaller group size in example
* Use named variable as loop terminate condition
* Prettify example output message
* Enlarge used grid size
* Allow real grid size exceeds expected grid size
* Rename interface file
* Add client example for grouped conv2d bwd weight
* Fix wrong include directive
* Rename client example folder
[ROCm/composable_kernel commit: 38470e0497
2022-11-09 18:50:03 -06:00
