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Cleanup and refactoring related to tile loading MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## Proposed changes Cleanup and refactoring done while implementing mixed precision for fp16/bf16 x fp8 Key changes: - Renamed load_interleaved_pk_type.hpp to load_and_convert_tile.hpp and refactored the API to use consistent naming conventions - Updated load_tile_transpose functions to use output parameters instead of return values for consistency - Removed unused variable declarations and simplified type deduction logic - Define load_tile_with_elementwise to use tuple types explicitly for clarity ## Checklist Please put an `x` into the boxes that apply. You can also fill these out after creating the PR. If you're not sure, please don't hesitate to ask. - [ ] I have added tests relevant to the introduced functionality, and the unit tests are passing locally - [ ] I have added the test to REGRESSION_TESTS list defined at the top of CMakeLists.txt in tests/CMakeLists.txt, **IF** the test takes more than 30 seconds to run. - [x] I have added inline documentation which enables the maintainers with understanding the motivation - [ ] I have removed the stale documentation which is no longer relevant after this pull request - [ ] (If this change is user-facing) I have added release notes which provide the end users with a brief summary of the improvement from this pull request - [X] I have run `clang-format` on all changed files - [ ] Any dependent changes have been merged ## Discussion If this is a relatively large or complex change, feel free to start a discussion by explaining why you chose the solution you did and what alternatives you considered
68 lines
4.7 KiB
C++
68 lines
4.7 KiB
C++
// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#pragma once
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#include "ck_tile/ops/fmha/block/block_attention_bias_enum.hpp"
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#include "ck_tile/ops/fmha/block/block_attention_kvcache_layout_enum.hpp"
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#include "ck_tile/ops/fmha/block/block_attention_quant_scale_enum.hpp"
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#include "ck_tile/ops/fmha/block/block_dropout.hpp"
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#include "ck_tile/ops/fmha/block/block_masking.hpp"
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#include "ck_tile/ops/fmha/block/block_position_encoding.hpp"
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#include "ck_tile/ops/fmha/block/block_rotary_embedding.hpp"
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#include "ck_tile/ops/fmha/block/page_block_navigator.hpp"
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#include "ck_tile/ops/fmha/block/variants.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_batch_prefill_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_bwd_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_appendkv_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_appendkv_tile_partitioner.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_pagedkv_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_splitkv_combine_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_splitkv_kernel.hpp"
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#include "ck_tile/ops/fmha/kernel/fmha_fwd_v3_kernel.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_batch_prefill_pipeline_qr_ks_vs_async.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_batch_prefill_pipeline_qr_ks_vs_async_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_convert_dq.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dot_do_o.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_kr_ktr_vr.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_kr_ktr_vr_iglp.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_selector.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_trload_kr_ktr_vr.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_dq_dk_dv_pipeline_trload_qr_qtr_dor.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_pipeline_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_pipeline_problem.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_bwd_pipeline_trload_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_appendkv_pipeline.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_appendkv_pipeline_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_pagedkv_pipeline_qr_ks_vs.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_pagedkv_pipeline_qr_ks_vs_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_combine_pipeline.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_combine_pipeline_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_pipeline_nwarp_sshuffle_qr_ks_vs.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_pipeline_nwarp_sshuffle_qr_ks_vs_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_pipeline_qr_ks_vs.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_splitkv_pipeline_qr_ks_vs_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_v3_pipeline.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_fwd_v3_pipeline_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_enum.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_problem.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_async.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_async_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_async_trload.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_async_trload_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_fp8.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_whole_k_prefetch.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qr_ks_vs_whole_k_prefetch_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qs_ks_vs.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qs_ks_vs_default_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qx_ks_vs_custom_policy.hpp"
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#include "ck_tile/ops/fmha/pipeline/tile_fmha_shape.hpp"
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#include "ck_tile/ops/fmha/pipeline/tile_fmha_traits.hpp"
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#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
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#include "ck_tile/ops/common/load_and_convert_tile.hpp"
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#include "ck_tile/ops/common/streamk_common.hpp"
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#include "ck_tile/ops/common/tensor_layout.hpp"
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#include "ck_tile/ops/common/utils.hpp"
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