- 13 Mar, 2024 1 commit
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Bartłomiej Kocot authored
* Add conv fwd/bwd data scale instances * Fix cmake client example file --------- Co-authored-by:Adam Osewski <19374865+aosewski@users.noreply.github.com>
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- 09 Mar, 2024 2 commits
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Bartłomiej Kocot authored
* Fix warnings during wrapper docs generation * Fixes
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zjing14 authored
* 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:
root <root@ctr-ubbsmc15.amd.com> * Issue #666: Revert "simplify karg in device/grid of split-k op (#644)" (#665) This reverts commit bb5530af . * Groupnorm + swish external api (#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:
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:
carlushuang <carlus.huang@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:
samjwu <samjwu@users.noreply.github.com> * update attn api * solve type_convert bug + enable --------- 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:
illsilin <Illia.Silin@amd.com>
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- 06 Mar, 2024 1 commit
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Paul Fultz II authored
* 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:
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- 01 Mar, 2024 1 commit
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Rostyslav Geyyer authored
* Update clipping for fp8 conversion * Add clipping for bf8 conversion * Format
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- 27 Feb, 2024 1 commit
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Illia Silin authored
* clip fp8 to +/-240 on all targets * if inputs to fp8 conversion are +/-inf, they remain unaltered * increase tolerance for test_elementwise_layernorm to prevent false errors * change the input values for gemm examples to floats * reduce gemm example float input values to prevent errors * increase the tolerance for gemm examples
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- 21 Feb, 2024 1 commit
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jakpiase authored
* add support for mixed precision bf16&int8 grouped gemm * fix gfx versions and add bf16 kbatch condition * added reviewers comments
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- 20 Feb, 2024 1 commit
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Bartłomiej Kocot authored
* Extend permute scale support up to 6D * Fixes * Fixes * Update profiler/README.md Co-authored-by:
Lisa <lisajdelaney@gmail.com> * Update profiler/README.md Co-authored-by:
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- 13 Feb, 2024 2 commits
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Bartłomiej Kocot authored
* Add optimized blockwise gemm using ck wrapper * Add basic gemm example * Update docs * Add tutorial for gemm using ck wrapper * Add perf note * edits * Fix cmake * Fixes --------- Co-authored-by:Lisa Delaney <lisa.delaney@amd.com>
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Bartłomiej Kocot authored
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- 12 Feb, 2024 1 commit
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zjing14 authored
* 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:
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- 08 Feb, 2024 1 commit
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Lakhinder Walia authored
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- 07 Feb, 2024 2 commits
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jakpiase authored
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Bartlomiej Wroblewski authored
* WIP: Implement direct loads split-K GEMM kernel * Clean the review --------- Co-authored-by:
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- 02 Feb, 2024 2 commits
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Illia Silin authored
* add support for navi2x and navi3x models * fix syntax * use common macro for different mi300 architectures
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Bartłomiej Kocot authored
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- 31 Jan, 2024 1 commit
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Bartłomiej Kocot authored
* Add blockwise gemm to ck wrapper * Add blockwise gemm traits * Disable test_gemm for non xdl devices * Fixes * Add c layout descritpions
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- 24 Jan, 2024 1 commit
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Illia Silin authored
* fix cppcheck errors, first pass * fix format * fix returned value in examples * add macro definitions for cppcheck * fix the profile_gemm logic * update the gemm profiler logic * add more difinitions to cppcheck, fix couple more errors * replace runtime error with message in device function * fix a couple of int4 issues * no return for fill function * fix errors in data_types.hpp * fix format * fix few remaining errors * fix errors in data_types.hpp * fix last couple of errors in datat_types.hpp
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- 19 Jan, 2024 2 commits
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Haocong WANG authored
* Optimize GEMM on MI200/300: 1. Add new blockwise gemm pipeline 2. Add irregular splitk intances * clang format + typo fix * Fix a bug
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Bartłomiej Kocot authored
* Add optimized copy to ck wrapper * Example optimizations * Fixes * Move img2col test to client example * Refactor example * Fix docs * Fixes * Fix * Fixes * Fixes * Fixes * Fixes * Fixes --------- Co-authored-by:
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- 15 Jan, 2024 1 commit
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Illia Silin authored
* add cppcheck to the CK CI * fix the path to CK source for cppcheck * fix the path to CK source for cppcheck one more time * fix the path to CK source for cppcheck third time * change the path to ck_cppcheck.log * install latest cppcheck from source * fix bug in ck.hpp and use 20 threads for cppcheck * create a switch to turn cppckeck on and off in CI
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- 09 Jan, 2024 2 commits
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Illia Silin authored
* allow setting the number of warmup cycles and iterations for profiler * fix the gemm_splitk and grouped_gemm examples
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raramakr authored
SWDEV-439954 - Use hard coded filename rather than using the macro __FILE__ for debug prints. (#1123) * SWDEV-439954 - Use hard coded filename rather than using the macro __FILE__ for debug prints. Hiptensor library is using the header files from CK. Hard coded ROCm path was getting embedded into the hiptensor library, since the header file was having the macro __FILE__. Replace the macro with filename. * fix syntax --------- Co-authored-by:
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- 03 Jan, 2024 1 commit
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Bartłomiej Kocot authored
* Add tensor partition and generic copy for ck wrapper * Update changelog * Stylistic fixes * Change shape/strides logic to descriptor transforms * Fixes * Fix client example * Fix comments
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- 20 Dec, 2023 1 commit
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Artur Wojcik authored
* enable compilation of INSTANCES_ONLY for Windows * suppress ROCMChecks warnings on GoogleTests * suppress -Wfloat-equal warning on GoogleTests --------- Co-authored-by:
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- 18 Dec, 2023 1 commit
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rocking authored
* rename folder * Add type string * Remove typo * Add deviceOp to backward x * Add comment to describe the behavior of backward normalization * Add kernel function, prepare to implement * implement generic kernel * Check vector size * Add sweep once pipeline for small reduce size * Fix bug of KRaw_ error * Fix bug of dx stride * sanity check for mean and rstd * backward x for groupnorm * Add bwd x instance * add layernorm 2d bwd gamma beta instances * Change save mean var type from f32 to f16 in f16 mode * Change the example to f16 * Add groupnorm bwd gamma beta instance * Add groupnorm bwd x instance * Fix naming * Add layernorm bwd x ckprofiler * Add groupnorm bwd x profiler * clang format * Rename bwd x to bwd data * Fix bug of verification in profiler * Add test of layernorm and groupnorm bwd data * Add missing cmake * Add layernorm2d bwd data * rename fwd example * Add groupnorm client example * Fix typo. replace Invarient with Invariant * Add checking before running the best instance
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- 15 Dec, 2023 1 commit
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Bartłomiej Kocot authored
* Add tensor structure to wrapper * update changelog * Fix names * Comment fixes
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- 13 Dec, 2023 3 commits
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Jun Liu authored
* fix Werror unused-parameter * sync doc requirements * fix blank space format * fix dependency issue
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Rostyslav Geyyer authored
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Rostyslav Geyyer authored
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- 11 Dec, 2023 1 commit
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Bartlomiej Wroblewski authored
Current implementation of IsSupported method in contraction ops does not cover a lot of possible cases in which ScalarPerVector cannot really be used to read A, B or D, or write E. This PR extends both the regular and multiABD contraction ops with improved checks and also adds new instances with smaller values of ScalarPerVector to support instances that are not supported by other instances.
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- 08 Dec, 2023 1 commit
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Bartłomiej Kocot authored
* Support broadcast for bias in grouped conv fwd * Fix comment * Comment fixes * Remove GK layout
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- 07 Dec, 2023 1 commit
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Illia Silin authored
* switch from ROCmSoftwarePlatform to ROCm org * replace ROCmSoftwarePlatform with ROCm in few more places
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- 06 Dec, 2023 1 commit
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Bartłomiej Kocot authored
* Introduce wrapper library * Update cmake files * Revert "Update cmake files" This reverts commit c27f88b56590c11a88e26d5d0df7aca51a08133d. * Fix comments
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- 03 Dec, 2023 1 commit
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Bartlomiej Wroblewski authored
This PR introduces support for double buffering in LDS into GEMM kernels that use direct load instructions. Direct loads now use inline asm instead of intrinsics. Usage of intrinsics results in compiler adding additional waitcnt instructions what breaks possible load/compute overlap in case of double buffering. Usage of inline asm results in the need to use sched_barrier in order to make sure that compiler cannot incorrectly reschedule instructions since it does not know the data dependencies between global->LDS and LDS->registers.
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- 30 Nov, 2023 2 commits
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zjing14 authored
* fixed examples; add async_mem_set * add stream to all deviceOp using SetWorkspace --------- Co-authored-by: -
Bartłomiej Kocot authored
* Introduce wrapper for layout * Extend functionality * Fix for getLength * Comment fixes * Add comments and remove not needed getters
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- 29 Nov, 2023 1 commit
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arai713 authored
* added working example for 5D input using 1D kernel * example with 5D input tensor and 2d kernel - not working: issues with arguments * added updated version of 3d device op - changed descriptors/dims * added example file to check kernel * fixed descriptor and isSupportedArgument stride problem * added and modified kernel for 3d - updated tids/loop * adding some more 5d example files * fixed some issues * changes made for testing * working version: fixed error in stride for A, still a bit inefficient * cleaned up formatting/comments * updating formatting * more formatting fixes * fixing cmake, adding back gpu targets in cmake script * adding client example * added instances for client example * fixed errors in client example * implemented client ex with device_elementwise.hpp and device_elementwise_3d_impl.hpp * removed extra files * minor formatting and naming fixes * adding test files and profiler * fixing minor error * minor fix * removed unneccesary comments, renamed files * updated instance list for client example, added different layout example * removing instances * fixed error in instance generation * remove comments * update profiler and client example tensor layouts * fixed errors in test/profiler * updated vector dim access to enable vector load * updated test/profiler files * updated example with 1d kernel * updating profiler * renamed files * disabled device op for MI300 * skip elementwise_permute_2d on gfx94x * Update CMakeLists.txt * fixing CMake - disabling some GPU targets --------- Co-authored-by:
Jing Zhang <jizhan@amd.com> Co-authored-by:
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- 28 Nov, 2023 2 commits
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zjing14 authored
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Rostyslav Geyyer authored
* Switch default f8 conversion to stochastic rounding * Refactor f8-related type_converts * Add an element-wise op
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