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## Motivation The existing unification work supports DENSE and SPARSE intrinsics. In this PR, we enable support for SCALE intrinsics and add example SCALE implementations. ## Technical Details Adding MFMA SCALE intrinsics support, adding tests for MFMA SCALE intrinsics, and adding WMMA SCALE policy trait. Note: fp6 SCALE intrinsics support is not included in this PR, as its handling in ck_tile is currently more specialized and does not follow the same pattern as other datatypes. ## Test Plan Added new tests for the relevant SCALE specialisations. ## Test Result Test should pass. ## Submission Checklist - [x] Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.
129 lines
6.4 KiB
C++
129 lines
6.4 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/core/algorithm/cluster_descriptor.hpp"
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#include "ck_tile/core/algorithm/coordinate_transform.hpp"
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#include "ck_tile/core/algorithm/indexing_adaptor.hpp"
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#include "ck_tile/core/algorithm/space_filling_curve.hpp"
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#include "ck_tile/core/algorithm/static_encoding_pattern.hpp"
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#include "ck_tile/core/arch/amd_buffer_addressing.hpp"
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#include "ck_tile/core/arch/amd_buffer_addressing_builtins.hpp"
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#include "ck_tile/core/arch/amd_buffer_coherence.hpp"
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#include "ck_tile/core/arch/amd_transpose_load_encoding.hpp"
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#include "ck_tile/core/arch/arch.hpp"
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#include "ck_tile/core/arch/generic_memory_space_atomic.hpp"
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#include "ck_tile/core/arch/mma/amdgcn_mma.hpp"
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#include "ck_tile/core/arch/mma/mfma/mfma.hpp"
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#include "ck_tile/core/arch/mma/mfma/mfma_gfx9.hpp"
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#include "ck_tile/core/arch/mma/mfma/mfma_selector.hpp"
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#include "ck_tile/core/arch/mma/mfma/mfma_traits.hpp"
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#include "ck_tile/core/arch/mma/mfma/mfma_transforms.hpp"
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#include "ck_tile/core/arch/mma/mma_op_family.hpp"
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#include "ck_tile/core/arch/mma/mma_pipeline.hpp"
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#include "ck_tile/core/arch/mma/mma_selector.hpp"
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#include "ck_tile/core/arch/mma/mma_traits.hpp"
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#include "ck_tile/core/arch/mma/mma_transforms.hpp"
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#include "ck_tile/core/arch/mma/mma_wavewise.hpp"
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#include "ck_tile/core/arch/mma/scale/mfma/scale_gfx9.hpp"
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#include "ck_tile/core/arch/mma/scale/mfma/selector.hpp"
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#include "ck_tile/core/arch/mma/scale/scale.hpp"
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#include "ck_tile/core/arch/mma/scale/scale_mma_pipeline.hpp"
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#include "ck_tile/core/arch/mma/scale/scale_selector.hpp"
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#include "ck_tile/core/arch/mma/scale/scale_traits.hpp"
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#include "ck_tile/core/arch/mma/scale/scale_transforms.hpp"
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#include "ck_tile/core/arch/mma/sparse/mfma/selector.hpp"
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#include "ck_tile/core/arch/mma/sparse/mfma/sparse_gfx9.hpp"
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#include "ck_tile/core/arch/mma/sparse/sparse.hpp"
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#include "ck_tile/core/arch/mma/sparse/sparse_mma_pipeline.hpp"
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#include "ck_tile/core/arch/mma/sparse/sparse_selector.hpp"
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#include "ck_tile/core/arch/mma/sparse/sparse_traits.hpp"
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#include "ck_tile/core/arch/mma/sparse/sparse_transforms.hpp"
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#include "ck_tile/core/arch/mma/sparse/wmma/selector.hpp"
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#include "ck_tile/core/arch/mma/sparse/wmma/sparse_gfx12.hpp"
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#include "ck_tile/core/arch/mma/utility/tile_distribution_encoding_calculator.hpp"
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#include "ck_tile/core/arch/mma/utility/tile_distribution_encoding_register_mapper.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma_gfx11.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma_gfx12.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma_selector.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma_traits.hpp"
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#include "ck_tile/core/arch/mma/wmma/wmma_transforms.hpp"
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#include "ck_tile/core/arch/utility.hpp"
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#include "ck_tile/core/arch/workgroup_barrier.hpp"
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#include "ck_tile/core/config.hpp"
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#include "ck_tile/core/container/array.hpp"
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#include "ck_tile/core/container/container_helper.hpp"
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#include "ck_tile/core/container/map.hpp"
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#include "ck_tile/core/container/meta_data_buffer.hpp"
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#include "ck_tile/core/container/multi_index.hpp"
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#include "ck_tile/core/container/sequence.hpp"
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#include "ck_tile/core/container/span.hpp"
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#include "ck_tile/core/container/static_array.hpp"
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#include "ck_tile/core/container/statically_indexed_array.hpp"
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#include "ck_tile/core/container/thread_buffer.hpp"
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#include "ck_tile/core/container/tuple.hpp"
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#include "ck_tile/core/numeric/bfloat16.hpp"
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#include "ck_tile/core/numeric/e8m0.hpp"
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#include "ck_tile/core/numeric/ext_vector_base.hpp"
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#include "ck_tile/core/numeric/float8.hpp"
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#include "ck_tile/core/numeric/half.hpp"
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#include "ck_tile/core/numeric/int8.hpp"
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#include "ck_tile/core/numeric/integer.hpp"
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#include "ck_tile/core/numeric/integral_constant.hpp"
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#include "ck_tile/core/numeric/math.hpp"
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#include "ck_tile/core/numeric/mxfp_convert.hpp"
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#include "ck_tile/core/numeric/null_type.hpp"
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#include "ck_tile/core/numeric/numeric.hpp"
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#include "ck_tile/core/numeric/pk_fp4.hpp"
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#include "ck_tile/core/numeric/pk_fp6.hpp"
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#include "ck_tile/core/numeric/pk_int4.hpp"
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#include "ck_tile/core/numeric/type_convert.hpp"
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#include "ck_tile/core/numeric/vector_type.hpp"
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#include "ck_tile/core/tensor/buffer_view.hpp"
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#include "ck_tile/core/tensor/load_tile.hpp"
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#include "ck_tile/core/tensor/load_tile_transpose.hpp"
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#include "ck_tile/core/tensor/null_tensor.hpp"
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#include "ck_tile/core/tensor/null_tile_window.hpp"
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#include "ck_tile/core/tensor/shuffle_tile.hpp"
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#include "ck_tile/core/tensor/slice_tile.hpp"
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#include "ck_tile/core/tensor/static_distributed_tensor.hpp"
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#include "ck_tile/core/tensor/store_tile.hpp"
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#include "ck_tile/core/tensor/sweep_tile.hpp"
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#include "ck_tile/core/tensor/tensor_adaptor.hpp"
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#include "ck_tile/core/tensor/tensor_adaptor_coordinate.hpp"
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#include "ck_tile/core/tensor/tensor_coordinate.hpp"
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#include "ck_tile/core/tensor/tensor_descriptor.hpp"
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#include "ck_tile/core/tensor/tensor_view.hpp"
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#include "ck_tile/core/tensor/tile_distribution.hpp"
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#include "ck_tile/core/tensor/tile_distribution_encoding.hpp"
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#include "ck_tile/core/tensor/tile_elementwise.hpp"
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#include "ck_tile/core/tensor/tile_scatter_gather.hpp"
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#include "ck_tile/core/tensor/tile_window.hpp"
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#include "ck_tile/core/tensor/tile_window_base.hpp"
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#include "ck_tile/core/tensor/tile_window_linear.hpp"
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#include "ck_tile/core/tensor/tile_window_utils.hpp"
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#include "ck_tile/core/tensor/transpose_tile.hpp"
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#include "ck_tile/core/tensor/update_tile.hpp"
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#include "ck_tile/core/utility/bit_cast.hpp"
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#include "ck_tile/core/utility/debug.hpp"
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#include "ck_tile/core/utility/env.hpp"
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#include "ck_tile/core/utility/functional.hpp"
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#include "ck_tile/core/utility/functional_with_tuple.hpp"
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#include "ck_tile/core/utility/gemm_validation.hpp"
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#include "ck_tile/core/utility/ignore.hpp"
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#include "ck_tile/core/utility/literals.hpp"
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#include "ck_tile/core/utility/magic_div.hpp"
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#include "ck_tile/core/utility/mixed_prec_compute_type.hpp"
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#include "ck_tile/core/utility/persistent_async_input_scheduler.hpp"
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#include "ck_tile/core/utility/philox_rand.hpp"
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#include "ck_tile/core/utility/print.hpp"
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#include "ck_tile/core/utility/random.hpp"
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#include "ck_tile/core/utility/reduce_operator.hpp"
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#include "ck_tile/core/utility/reduce_operator_accumulate.hpp"
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#include "ck_tile/core/utility/static_counter.hpp"
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#include "ck_tile/core/utility/to_sequence.hpp"
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#include "ck_tile/core/utility/transpose_vectors.hpp"
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#include "ck_tile/core/utility/type_traits.hpp"
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#include "ck_tile/core/utility/unary_element_function.hpp"
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