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5d671a5fc4317488ada36c4e84b0d4265a657090
6 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
Po Yen Chen
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37cdbf4f0e |
[CK_TILE] Add fmha fwd N-Warp S-Shuffle pipeline (fmha fwd splitkv pipeline variant) (#1705)
* Add check for zero values * Add static assertions * Remove invalid option '-e' in smoke_test.sh * Use correct path of smoke_test.sh * Avoid zero-sized shared memory array * Add warning comment * Replace expr by integer_divide_ceil() call * Use more readable constant names * Write down assumption as static assertion * Add more diagnostic error messages * Fix wrong BlockWarps when using default pipeline policy * Add more static assertions for A LDS desc * Allow using vector size < 8 for data type fp16/bf16 * Align vector size between DRAM dist & LDS desc * Remove no-longer used func decl * Fix wrong displayed piepline name * Undo policy template changes for tile_example_gemm_basic * Add missing space and make error message stands out * Unify print precision * Add missing include directive <iomanip> * Replace constant 64 by get_warp_size() call * Replace constant 128 by named variable: BankLength * Add kAMBlock/kBNBlock attributes * Allow usig different A/B warp dist for multiple blocks * Add helper function to get warp dist encodings * Add 4x64x4 fp16 warp gemm attribute impl * Complete the A/B warp dist encoding logic * Fix wrong thread mapping for C matrix * Use smaller vector size for small tile * Add static assert to block unsupported warp gemm impl * Extract common code out as helper method * Add 4x64x16 fp16 warp gemm type alias * Add comment to warning developers * Undo WarpGemmAtrributeMfma<> changes * Use more clear static assertion error message * Add trivial wrapper to get warp dstr encodings * Only transpose warp gemm result if it's square * Fix compilation error * Support multi-block warp gemm (on N direction) * Remove duplicated code * Fix output encoding of warp gemm * Fix wrong shape of WarpGemmAtrributeMfmaIterateK<> * Remove unused code * Fix wrong shape of WarpGemmAttributeMfmaImplF16F16F32M4N64K4 * Add type config for bf16_t * Add 4x64x16 bf16 warp gemm * Update WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution * Add 64x4x4 fp16/bf16 warp gemm impl * Add 64x4x16 fp16/bf16 warp gemm * Add static assertion for better error diagnostic * Get Q dram dstr directly form block gemm * Add missing header: fused_moe.hpp * Allow specifying different warp-gemm for gemm0 & gemm1 * Store P matrix into LDS before gemm1 * Fix inconsistant kernel name * Remove constraint on gemm0 & gemm1 block warps * Remove unsupported vector size from checking list * Allow using 4x64x16 warp gemm for gemm0 * Finish policy customization * Finish pipeline modification F# * Use block warps in codegen * Fix wrong rank of m_lds_window origin * Use better distributed tensor * Make P-store earlier * Remove duplicated experssions * Remove unnecessary tile window * Create new files for new splitkv pipeline * Separate old/new pipeline codegen logic * Sync changes form develop * Undo gemm kernel/pipeline changes * Undo gemm example changes * Remove blank lines * Fix typo * Use new warp gemm interface * Fix link error * Fix wrong pipeline tag * Fix more link error * Avoid unnecessary padding * Always use vector load for K * Padding on fastest dimension when necessary * Force padding Q on hdim_q * Set high dimension padding flag to false * Re-format headers * Use warps=<1, 4, 1> for both gemm0 & gemm1 * Fix complilation errors * Remove m/l shuffle logics * Ignore duplicate data when write lse_acc * Use gemm0 block warps as lds tile width * Remove hard-coded numbers * Fix wrong distribution width * Remove unnecessary code * Add s_barrier before writing to LDS * Store Q into LDS before gemm0 * Fix wrong Q tile size * Use simple Q lds descriptor for debuging * Use more realistic Q lds descriptor * Add comment & use better variable name * Make Q lds space not overlapped with others * Remove unnecessary block_tile_reduce_sync() call * Move Q load statements * Move block_sync_lds() right before use * Re-order instructions * Remove necessary lambda expression * Use 8 threads on kMaxSplits direction while doing reduction * Tiny correction for using 8 threads on kMaxSplits direction for combine kernel * Padding num_split direction of o_acc tile window to 4x * Update splitkv combine pipeline design * Add kN1 back to splitkv combine pipeline problem * Fix compilation errors * Add missing template parameter * Fix wrong splitkv combine kernel name * Fix wrong origin * Fix wrong LDS descriptor shape * Fix sync & reduction logics * Remove unnecessary static assertions * Extract tile size computation logics * Make sure we can reuse padding flags in combine kernels * Rename variables * Use OaccDataType in BlockFmhaSplitKVCombinePipelineTileSizes<> * Remove unnecessary static assertion * Fix function name typo * Add constraint on kN1 template parameter * Hide K tile loading latency in earlier iteration * Fix wrong splitkv kernel name * Use s_shuffling to replace p_shuffling which removes the needs of cross-warp reduction * Rename pipeline * Fix wrong pipeline name attribute * Add GetAlignmentQ() for NWarpSShuffle pipeline * Separate Q tile into dram tile & register tile concepts * Remove non-squre warp gemm transpose c type alias * Fallback tile size changes for fmha fwd splitkv * Remove redundant change * Refine naming for the S tile * Use better naming of the S tile dstr (read from lds) * Share Q lds with K lds * Tiny change * Fix with using static_for for passing CI checking --------- Co-authored-by: Qianfeng Zhang <Qianfeng.Zhang@amd.com> |
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carlushuang
|
440e28b08f |
[CK_TILE] fused-moe first version (#1634)
* moe pipeline * update code * compile OK * update * update cpu reference * update pipeline_gemm0 * compiler ok * update pipeline * rename to ex pipeline * block-asm * update * update * update first gemm ok * compute correct * update file structure * update README * update * update * update code * update API * return unsupport case * add comment * update readme * update * uncomment * update * fix build err --------- Co-authored-by: valarLip <340077269@qq.com> |
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Dan Yao
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79a5d9c10c |
[CK_TILE] FA bwd kernels optimization (#1397)
* tmp save
* fix batch deterministic bugs
* fix group deterministic bugs
* codegen update
* reorder files
* bias support
* hd256 bias support
* bwd smoke test update
* simplify convert dq
* fix hd256 dropout scratch
* do{}while() -> while(){}
* comments
* remove FmhaBwdTilePartitioner
* save clear_tile
* refactor dropout
* code cleanup
* code cleanup
* comments
* fix epilogue problem
* fix fwd dropout
* group convert_dq opt
* fix dq alignment
* Do not store storerandval in bwd for flash attention integration
* fix hd32 error and boost performance
* revert
* Remove duplicated WarpGemm definitions in the policy file
* dropout patch for mrepeat 16*16
* code sync up
* dq_acc stride
* dq_acc stride stuff
* codegen update
* fwd dropout revert
* fix hd128 scratches and boost performance
* receipt 3 for simplified smoke test
* more strides for fa integration
* fix hd64 scratches and boost performance
* non-iglp pipeline for headdim padding cases
* dpad same as dvpad for flash attention integration
* unpadded lse&d for group mode
* Support unpad layout for group lse
* Support unpad lse layout for splitkv
* Fix stride for splitkv kernel
* fix unpadded lse issue in fwd splitkv
* comment
* solve lds read&write conflicts
* rename
* bias rename
* tile index revert
---------
Co-authored-by: danyao12 <danyao12>
Co-authored-by: rocking <ChunYu.Lai@amd.com>
Co-authored-by: Qianfeng Zhang <Qianfeng.Zhang@amd.com>
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Dan Yao
|
2cab8d39e3 |
CK Tile FA Training kernels (#1286)
* FA fwd dropout * FA bwd * epilogue reuse * CMakeLists update * [CK_TILE] support alibi (#1269) * add alibi support * fix code * update code based on comment * Support more hdim * fix fp8 bias * support seqlen_k=0 case * remove unused printf * fix format --------- Co-authored-by: rocking <ChunYu.Lai@amd.com> * now fwd/bwd can build * bwd alibi * add bwd validation stream_config * update generated filenames * update bwd kernel launch * CK_TILE_HOST_DEVICE in philox * Transpose -> transpose * format * format * format * Generate the instance for FA required * format * fix error in WarpGemm --------- Co-authored-by: danyao12 <danyao12> Co-authored-by: carlushuang <carlus.huang@amd.com> Co-authored-by: rocking <ChunYu.Lai@amd.com> Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com> Co-authored-by: Jing Zhang <jizhan@amd.com> |
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rocking
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43879b89e4 |
Small refactor (#1246)
* Remove kIsFp8 * Extract alias * Fix K, V and corresponding acc type --------- Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com> |
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carlushuang
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db376dd8a4 |
introducing ck_tile! (#1216)
* enable gfx940
* switch between intrinsic mfma routines on mi100/200 and mi300
* fix mfma_int8 on MI300
* disable 2 int8 examples on MI300
* Update cmake-ck-dev.sh
* restore gitignore file
* modify Jenkinsfile to the internal repo
* Bump rocm-docs-core from 0.24.0 to 0.29.0 in /docs/sphinx
Bumps [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.24.0 to 0.29.0.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.24.0...v0.29.0)
---
updated-dependencies:
- dependency-name: rocm-docs-core
dependency-type: direct:production
update-type: version-update:semver-minor
...
Signed-off-by: dependabot[bot] <support@github.com>
* initial enablement of gfx950
* fix clang format
* disable examples 31 and 41 int8 on gfx950
* add code
* fix build wip
* fix xx
* now can build
* naming
* minor fix
* wip fix
* fix macro for exp2; fix warpgemm a/b in transposedC
* unify as tuple_array
* Update the required Python version to 3.9
* Update executable name in test scripts
* re-structure tuple/array to avoid spill
* Merge function templates
* Fix format
* Add constraint to array<> ctor
* Re-use function
* Some minor changes
* remove wrong code in store_raw()
* fix compile issue in transpose
* Rename enum
Rename 'cood_transform_enum' to 'coord_transform_enum'
* let more integral_constant->constant, and formating
* make sure thread_buffer can be tuple/array
* temp fix buffer_store spill
* not using custom data type by default, now we can have ISA-level same code as opt_padding
* fix compile error, fp8 not ready now
* fix fp8 duplicated move/shift/and/or problem
* Default use CK_TILE_FLOAT_TO_FP8_STOCHASTIC rounding mode
* fix scratch in fp8 kernel
* update some readme
* fix merge from upstream
* sync with upstream
* sync upstream again
* sync 22
* remove unused
* fix clang-format
* update README of ck_tile example
* fix several issue
* let python version to be 3.8 as minimal
* remove ck_tile example from default cmake target like all/install/check
* remove mistake
* 1).support receipe in generate.py 2).use simplified mask type 3).change left/right to pass into karg
* fix some bug in group-mode masking and codegen. update README
* F8 quantization for FMHA forward (#1224)
* Add SAccElementFunction, PComputeElementFunction, OAccElementFunction in pipeline
* Add element function to fmha api
* Adjust P elementwise function
* Fix bug of elementwise op, our elementwise op is not inout
* Add some elementwise op, prepare to quantization
* Let generate.py can generate different elementwise function
* To prevent compiler issue, remove the elementwise function we have not used.
* Remove f8 pipeline, we should share the same pipeline even in f8
* Remove remove_cvref_t
* Avoid warning
* Fix wrong fp8 QK/KV block gemm setting
* Check fp8 rounding error in check_err()
* Set fp8 rounding error for check_err()
* Use CK_TILE_FLOAT_TO_FP8_STANDARD as default fp8 rounding mode
* 1. codgen the f8 api and kernel
2. f8 host code
* prevent warning in filter mode
* Remove not-in-use elementwise function kargs
* Remove more not-in-use elementwise function kargs
* Small refinements in C++ source files
* Use conditional_t<> to simplify code
* Support heterogeneous argument for binary function types
* Re-use already-existing scales<> functor template
* Fix wrong value produced by saturating
* Generalize the composes<> template
* Unify saturates<> implementation
* Fix type errors in composes<>
* Extend less_equal<>
* Reuse the existing template less_equal<> in check_err()
* Add equal<float> & equal<double>
* Rename check_err() parameter
* Rename check_err() parameter
* Add FIXME comment for adding new macro in future
* Remove unnecessary cast to void
* Eliminate duplicated code
* Avoid dividing api pool into more than 2 groups
* Use more clear variable names
* Use affirmative condition in if stmt
* Remove blank lines
* Donot perfect forwarding in composes<>
* To fix compile error, revert generate.py back to
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