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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
225 lines
9.1 KiB
C
225 lines
9.1 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_FUNC_MAP_H
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#define LPGEMM_FUNC_MAP_H
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// The XMACRO follows the format ID,FUNC_PTR:
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// ID = One of the AOCL_OPERATION_TYPE enum.
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// FUNC_PTR = Kernel associated with the AOCL_OPERATION_TYPE.
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// It is to be noted that the main macros are defined for combinations
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// of ISA types, and in case a kernel is not implemented for a particualr
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// ISA combination, the reference kernel should be set as FUNC_PTR.
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// TODO: Add reference kernels for BF16/VNNI kernels for ISA combinations
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// that is not supported.
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// AVX512 + VNNI + BF16
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#define LPGEMM_KERN_FUNC_MAP_AVX512_VNNI_BF16 \
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KMACRO(U8S8S16OS16, lpgemm_rowvar_u8s8s16o16_6x32) \
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KMACRO(U8S8S32OS32, lpgemm_rowvar_u8s8s32o32_6x64) \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_avx512_6x64m) \
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KMACRO(BF16BF16F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(BF16S4F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(S8S8S32OS32, lpgemm_rowvar_s8s8s32os32_6x64) \
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KMACRO(S8S8S16OS16, lpgemm_rowvar_s8s8s16o16_6x32) \
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#define LPGEMM_KERN_FUNC_UPD_MAP_AVX512_VNNI_BF16_TO_AVX2 \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_6x16m) \
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#define LPGEMM_PACKA_FUNC_MAP_AVX512_VNNI_BF16 \
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PAMACRO(U8S8S16OS16, packa_u8s8s16os16) \
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PAMACRO(U8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(BF16BF16F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(BF16S4F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(S8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(S8S8S16OS16, packa_u8s8s16os16)
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#define LPGEMM_PACKB_FUNC_MAP_AVX512_VNNI_BF16 \
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PBMACRO(U8S8S16OS16, packb_nr32_u8s8s16o16) \
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PBMACRO(U8S8S32OS32, packb_nr64_u8s8s32o32) \
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PBMACRO(F32F32F32OF32, packb_nr64_f32f32f32of32) \
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PBMACRO(BF16BF16F32OF32, packb_nr64_bf16bf16f32of32) \
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PBMACRO(S8S8S32OS32, packb_nr64_s8s8s32os32) \
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PBMACRO(S8S8S16OS16, packb_nr32_s8s8s16o16) \
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PBMACRO(U8S4S32OS32, packb_nr64_u8s4s32o32) \
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PBMACRO(BF16S4F32OF32, packb_nr64_bf16s4f32of32)
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#define LPGEMM_PACKB_FUNC_UPD_MAP_AVX512_VNNI_BF16_TO_AVX2 \
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PBMACRO(F32F32F32OF32, packb_nr16_f32f32f32of32) \
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#define LPGEMM_PACKBMXP_FUNC_MAP_AVX512_VNNI_BF16 \
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PBMXPMACRO(F32OBF16, packb_mxp_nr64_f32obf16)
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#define LPGEMM_UNPACKB_FUNC_MAP_AVX512_VNNI_BF16 \
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UBMACRO(BF16BF16F32OF32, unpackb_nr64_bf16bf16f32of32)
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#define LPGEMM_PACKSCLB_FUNC_MAP_AVX512_VNNI_BF16 \
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PBSMACRO(U8S8S16OS16, NULL) \
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PBSMACRO(U8S8S32OS32, NULL) \
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PBSMACRO(BF16BF16F32OF32, NULL) \
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PBSMACRO(S8S8S32OS32, NULL) \
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PBSMACRO(S8S8S16OS16, NULL) \
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PBSMACRO(U8S4S32OS32, NULL) \
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PBSMACRO(BF16S4F32OF32, packsclb_nr64_bf16s4f32of32) \
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#define LPGEMM_ELTWISE_OPS_KERN_FUNC_MAP_AVX512_VNNI_BF16 \
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POMACRO(BF16OF32, lpgemm_eltwise_ops_kernel_bf16of32_6x64) \
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POMACRO(F32OF32, lpgemm_eltwise_ops_kernel_f32of32_6x64) \
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#define LPGEMM_UTIL_KERN_FUNC_MAP_AVX512_VNNI_BF16 \
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UMACRO(F32_GELU_TANH, lpgemm_util_f32_gelu_tanh_avx512_kernel) \
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UMACRO(F32_GELU_ERF, lpgemm_util_f32_gelu_erf_avx512_kernel) \
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UMACRO(F32_SOFTMAX, lpgemm_util_f32_softmax_avx512_kernel) \
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// AVX512 + VNNI
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#define LPGEMM_KERN_FUNC_MAP_AVX512_VNNI \
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KMACRO(U8S8S16OS16, lpgemm_rowvar_u8s8s16o16_6x32) \
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KMACRO(U8S8S32OS32, lpgemm_rowvar_u8s8s32o32_6x64) \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_avx512_6x64m) \
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KMACRO(BF16BF16F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(BF16S4F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(S8S8S32OS32, lpgemm_rowvar_s8s8s32os32_6x64) \
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KMACRO(S8S8S16OS16, lpgemm_rowvar_s8s8s16o16_6x32) \
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#define LPGEMM_KERN_FUNC_UPD_MAP_AVX512_VNNI_TO_AVX2 \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_6x16m) \
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#define LPGEMM_PACKA_FUNC_MAP_AVX512_VNNI \
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PAMACRO(U8S8S16OS16, packa_u8s8s16os16) \
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PAMACRO(U8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(BF16BF16F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(BF16S4F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(S8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(S8S8S16OS16, packa_u8s8s16os16)
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#define LPGEMM_PACKBMXP_FUNC_MAP_AVX512_VNNI \
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PBMXPMACRO(F32OBF16, packb_mxp_nr64_f32obf16)
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#define LPGEMM_PACKB_FUNC_MAP_AVX512_VNNI \
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PBMACRO(U8S8S16OS16, packb_nr32_u8s8s16o16) \
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PBMACRO(U8S8S32OS32, packb_nr64_u8s8s32o32) \
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PBMACRO(F32F32F32OF32, packb_nr64_f32f32f32of32) \
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PBMACRO(BF16BF16F32OF32, packb_nr64_bf16bf16f32of32) \
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PBMACRO(S8S8S32OS32, packb_nr64_s8s8s32os32) \
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PBMACRO(S8S8S16OS16, packb_nr32_s8s8s16o16) \
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PBMACRO(U8S4S32OS32, packb_nr64_u8s4s32o32) \
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PBSMACRO(BF16S4F32OF32, packb_nr64_bf16s4f32of32)
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#define LPGEMM_PACKB_FUNC_UPD_MAP_AVX512_VNNI_TO_AVX2 \
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PBMACRO(F32F32F32OF32, packb_nr16_f32f32f32of32) \
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#define LPGEMM_UTIL_KERN_FUNC_MAP_AVX512_VNNI \
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UMACRO(F32_GELU_TANH, lpgemm_util_f32_gelu_tanh_avx512_kernel) \
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UMACRO(F32_GELU_ERF, lpgemm_util_f32_gelu_erf_avx512_kernel) \
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UMACRO(F32_SOFTMAX, lpgemm_util_f32_softmax_avx512_kernel) \
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// AVX512
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#define LPGEMM_KERN_FUNC_MAP_AVX512 \
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KMACRO(U8S8S16OS16, lpgemm_rowvar_u8s8s16o16_6x32) \
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KMACRO(U8S8S32OS32, lpgemm_rowvar_u8s8s32o32_6x64) \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_avx512_6x64m) \
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KMACRO(BF16BF16F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(BF16S4F32OF32, lpgemm_rowvar_bf16bf16f32of32_6x64) \
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KMACRO(S8S8S32OS32, lpgemm_rowvar_s8s8s32os32_6x64) \
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KMACRO(S8S8S16OS16, lpgemm_rowvar_s8s8s16o16_6x32) \
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#define LPGEMM_KERN_FUNC_UPD_MAP_AVX512_TO_AVX2 \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_6x16m) \
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#define LPGEMM_PACKA_FUNC_MAP_AVX512 \
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PAMACRO(U8S8S16OS16, packa_u8s8s16os16) \
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PAMACRO(U8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(BF16BF16F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(BF16S4F32OF32, packa_mr16_bf16bf16f32of32) \
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PAMACRO(S8S8S32OS32, packa_u8s8s32os32) \
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PAMACRO(S8S8S16OS16, packa_u8s8s16os16) \
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#define LPGEMM_PACKB_FUNC_MAP_AVX512 \
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PBMACRO(U8S8S16OS16, packb_nr32_u8s8s16o16) \
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PBMACRO(U8S8S32OS32, packb_nr64_u8s8s32o32) \
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PBMACRO(F32F32F32OF32, packb_nr64_f32f32f32of32) \
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PBMACRO(BF16BF16F32OF32, NULL) \
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PBMACRO(S8S8S32OS32, packb_nr64_s8s8s32os32) \
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PBMACRO(S8S8S16OS16, packb_nr32_s8s8s16o16) \
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PBMACRO(U8S4S32OS32, packb_nr64_u8s4s32o32) \
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PBMACRO(BF16S4F32OF32, NULL) \
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PBSMACRO(BF16S4F32OF32, NULL)
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#define LPGEMM_PACKBMXP_FUNC_MAP_AVX512 \
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PBMXPMACRO(F32OBF16, packb_mxp_nr64_f32obf16)
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#define LPGEMM_UTIL_KERN_FUNC_MAP_AVX512 \
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UMACRO(F32_GELU_TANH, lpgemm_util_f32_gelu_tanh_avx512_kernel) \
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UMACRO(F32_GELU_ERF, lpgemm_util_f32_gelu_erf_avx512_kernel) \
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UMACRO(F32_SOFTMAX, lpgemm_util_f32_softmax_avx512_kernel) \
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// AVX2
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#define LPGEMM_KERN_FUNC_MAP_AVX2 \
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KMACRO(U8S8S16OS16, lpgemm_rowvar_u8s8s16o16_6x32) \
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KMACRO(U8S8S32OS32, NULL) \
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KMACRO(F32F32F32OF32, lpgemm_rowvar_f32f32f32of32_6x16m) \
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KMACRO(BF16BF16F32OF32, NULL) \
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KMACRO(BF16S4F32OF32, NULL) \
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KMACRO(S8S8S32OS32, NULL) \
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KMACRO(S8S8S16OS16, lpgemm_rowvar_s8s8s16o16_6x32) \
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#define LPGEMM_PACKA_FUNC_MAP_AVX2 \
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PAMACRO(U8S8S16OS16, packa_u8s8s16os16) \
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PAMACRO(U8S8S32OS32, NULL) \
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PAMACRO(BF16BF16F32OF32, NULL) \
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KMACRO(BF16S4F32OF32, NULL) \
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PAMACRO(S8S8S32OS32, NULL) \
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PAMACRO(S8S8S16OS16, packa_u8s8s16os16) \
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#define LPGEMM_PACKB_FUNC_MAP_AVX2 \
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PBMACRO(U8S8S16OS16, packb_nr32_u8s8s16o16) \
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PBMACRO(U8S8S32OS32, NULL) \
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PBMACRO(F32F32F32OF32, packb_nr16_f32f32f32of32) \
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PBMACRO(BF16BF16F32OF32, NULL) \
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KMACRO(BF16S4F32OF32, NULL) \
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PBMACRO(S8S8S32OS32, NULL) \
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PBMACRO(S8S8S16OS16, packb_nr32_s8s8s16o16) \
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PBMACRO(U8S4S32OS32, NULL) \
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PBSMACRO(BF16S4F32OF32, NULL) \
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#define LPGEMM_UTIL_KERN_FUNC_MAP_AVX2 \
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UMACRO(F32_GELU_TANH, lpgemm_util_f32_gelu_tanh_avx2_kernel) \
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UMACRO(F32_GELU_ERF, lpgemm_util_f32_gelu_erf_avx2_kernel) \
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UMACRO(F32_SOFTMAX, lpgemm_util_f32_softmax_avx2_kernel) \
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#endif //LPGEMM_FUNC_MAP_H
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