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9735391e1d
Description: aocl_reorder_f32obf16 function is implemented to reorder input weight matrix of data type float to bfloat16. The reordering is done to match the input requirements of API aocl_gemm_bf16bf16f32o<f32|bf16>. The objective of the API is to convert a model/matrix of type f32 to bf16 and process when machine supports bf16 FMA instruction _mm512_dpbf16_ps but the model is still in float Change-Id: Ib7c743d52d01a1ac09e84ac120577ec9e02f90f5
83 lines
3.6 KiB
C
83 lines
3.6 KiB
C
/*
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BLIS
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An object-based framework for developing high-performance BLAS-like
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libraries.
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Copyright (C) 2023 - 2024, Advanced Micro Devices, Inc. All rights reserved.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:
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- Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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- Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.
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- Neither the name(s) of the copyright holder(s) nor the names of its
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contributors may be used to endorse or promote products derived
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from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#ifndef LPGEMM_BLKSZ_MAP_H
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#define LPGEMM_BLKSZ_MAP_H
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// The XMACRO follows the format ID,MC,NC,KC,MR,NR,PACKA_RS,PACKA_CS,PACKB_RS,PACKB_CS:
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// ID = One of the AOCL_OPERATION_TYPE enum.
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#define LPGEMM_BLKSZ_MAP_ZEN4 \
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XMACRO(U8S8S16OS16, 252, 2048, 2048, 6, 32, 0, 0, 2*32, 32) \
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XMACRO(U8S8S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(F32F32F32OF32, 192, 8064, 512, 6, 64, 1, 6, 64, 1) \
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XMACRO(BF16BF16F32OF32, 144, 1024, 4096, 6, 64, 0, 0, 2*64, 64/2) \
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XMACRO(BF16S4F32OF32, 144, 1024, 4096, 6, 64, 0, 0, 2*64, 64/2) \
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XMACRO(S8S8S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(S8S8S16OS16, 252, 2048, 2048, 6, 32, 0, 0, 2*32, 32) \
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XMACRO(U8S4S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(F32OBF16, 144, 1024, 4096, 6, 64, 0, 0, 2*64, 64/2) \
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#define LPGEMM_BLKSZ_MAP_ZEN \
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XMACRO(U8S8S16OS16, 240, 2048, 2048, 6, 32, 0, 0, 2*32, 32) \
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XMACRO(U8S8S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(F32F32F32OF32, 144, 8160, 512, 6, 16, 1, 6, 16, 1) \
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XMACRO(BF16BF16F32OF32, 144, 1024, 2048, 6, 64, 0, 0, 2*64, 64/2) \
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XMACRO(S8S8S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(S8S8S16OS16, 240, 2048, 2048, 6, 32, 0, 0, 2*32, 32) \
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XMACRO(U8S4S32OS32, 144, 1024, 2048, 6, 64, 4, 24, 4*64, 64) \
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XMACRO(BF16S4F32OF32, 144, 1024, 2048, 6, 64, 0, 0, 2*64, 64/2) \
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XMACRO(F32OBF16, 144, 1024, 2048, 6, 64, 0, 0, 2*64, 64/2) \
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#define LPGEMM_BLKSZ_UPD_MAP_ZEN4_TO_ZEN \
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XMACRO(F32F32F32OF32, 144, 8160, 512, 6, 16, 1, 6, 16, 1) \
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// The STMACRO follows the format MT, NT, KT which are SUP switch thresholds.
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// ID = One of the AOCL_OPERATION_TYPE enum.
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#define LPGEMM_SUP_THRES_MAP_ZEN4 \
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STMACRO(F32F32F32OF32, 682, 512, 240) \
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#define LPGEMM_SUP_THRES_MAP_ZEN \
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STMACRO(F32F32F32OF32, 512, 200, 240) \
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#define LPGEMM_SUP_THRES_UPD_MAP_ZEN4_TO_ZEN \
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STMACRO(F32F32F32OF32, 512, 200, 240) \
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#define LPGEMM_ELTWISE_OPS_BLKSZ_MAP_ZEN4 \
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XMACRO(BF16OF32, 144, 1024, 2048, 6, 64) \
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#define LPGEMM_ELTWISE_OPS_BLKSZ_MAP_ZEN
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#endif //LPGEMM_BLKSZ_MAP_H
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