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1f9d1a85d3
* Updated aocl_batch_gemm_ APIs aligning to CBLAS batch API. - Modified Batch-Gemm API to align with cblas_?gemm_batch_ API, and added a parameter group_size to the existing APIs. - Updated bench batch_gemm code to align to the new API definition. - Modified the hardcoded number in lpgemm_postop file. - Added necessary early return condition to account for group_count/group_size < 0. AMD-Internal: [ SWLCSG - 3592 ]
236 lines
8.5 KiB
C
236 lines
8.5 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) 2022 - 2025, 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 AOCL_GEMM_INTERFACE_H
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#define AOCL_GEMM_INTERFACE_H
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#include "lpgemm_types.h"
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#include "aocl_bf16_type.h"
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// Returns the size of buffer in bytes required for the reordered matrix.
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#define AOCL_GEMM_GET_REORDER_BUF_SIZE(LP_SFX) \
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BLIS_EXPORT_ADDON siz_t aocl_get_reorder_buf_size_ ## LP_SFX \
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( \
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const char order, \
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const char trans, \
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const char mat_type, \
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const dim_t k, \
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const dim_t n \
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) \
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AOCL_GEMM_GET_REORDER_BUF_SIZE(f32f32f32of32);
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AOCL_GEMM_GET_REORDER_BUF_SIZE(u8s8s32os32);
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AOCL_GEMM_GET_REORDER_BUF_SIZE(bf16bf16f32of32);
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AOCL_GEMM_GET_REORDER_BUF_SIZE(s8s8s32os32);
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AOCL_GEMM_GET_REORDER_BUF_SIZE(u8s4s32os32);
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AOCL_GEMM_GET_REORDER_BUF_SIZE(bf16s4f32of32);
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// Returns the size of buffer in bytes required for the reordered matrix.
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#define AOCL_GEMM_GET_REORDER_BUF_SIZE_SYM_QUANT(LP_SFX) \
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BLIS_EXPORT_ADDON siz_t aocl_get_reorder_buf_size_ ## LP_SFX \
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( \
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const char order, \
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const char trans, \
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const char mat_type, \
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const dim_t k, \
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const dim_t n, \
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AOCL_SYMM_STAT_QUANT* meta_data \
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) \
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AOCL_GEMM_GET_REORDER_BUF_SIZE_SYM_QUANT(s8s8s32os32_sym_quant);
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// Performs reordering of input matrix. Reordering is the process of packing
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// the entire matrix upfront, so that the benefits of packed matrix is obtained
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// without incurring the packing costs during matmul computation.
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#define AOCL_GEMM_REORDER(B_type,LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_reorder_ ## LP_SFX \
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( \
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const char order, \
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const char trans, \
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const char mat_type, \
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const B_type* input_buf_addr, \
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B_type* reorder_buf_addr, \
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const dim_t k, \
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const dim_t n, \
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const dim_t ldb \
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) \
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AOCL_GEMM_REORDER(float,f32f32f32of32);
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AOCL_GEMM_REORDER(int8_t,u8s8s32os32);
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AOCL_GEMM_REORDER(bfloat16,bf16bf16f32of32);
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AOCL_GEMM_REORDER(bfloat16,bf16bf16f32of32_reference);
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AOCL_GEMM_REORDER(int8_t,s8s8s32os32);
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AOCL_GEMM_REORDER(int8_t,u8s4s32os32);
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AOCL_GEMM_REORDER(int8_t, bf16s4f32of32);
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#define AOCL_GEMM_REORDER_SYM_QUANT(B_type,LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_reorder_ ## LP_SFX \
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( \
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const char order, \
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const char trans, \
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const char mat_type, \
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const B_type* input_buf_addr, \
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B_type* reorder_buf_addr, \
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const dim_t k, \
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const dim_t n, \
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const dim_t ldb, \
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AOCL_SYMM_STAT_QUANT* meta_data \
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) \
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AOCL_GEMM_REORDER_SYM_QUANT(int8_t,s8s8s32os32_sym_quant);
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#define AOCL_GEMM_REORDER_MXP(A_type,B_type,LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_reorder_ ## LP_SFX \
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( \
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const char order, \
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const char trans, \
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const char mat_type, \
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const A_type* input_buf_addr, \
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B_type* reorder_buf_addr, \
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const dim_t k, \
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const dim_t n, \
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const dim_t ldb \
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) \
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AOCL_GEMM_REORDER_MXP(float,bfloat16,f32obf16);
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#define AOCL_GEMM_UNREORDER(B_type, LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_unreorder_ ## LP_SFX \
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( \
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const char order, \
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const char mat_type, \
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const B_type* reorder_buf_addr, \
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B_type* output_buf_addr, \
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const dim_t k, \
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const dim_t n, \
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const dim_t ldb \
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) \
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AOCL_GEMM_UNREORDER(bfloat16, bf16bf16f32of32);
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AOCL_GEMM_UNREORDER(bfloat16, bf16bf16f32of32_reference);
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AOCL_GEMM_UNREORDER(int8_t, s8s8s32os32_reference);
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#define AOCL_GEMM_MATMUL(A_type,B_type,C_type,Sum_type,LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_gemm_ ## LP_SFX \
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( \
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const char order, \
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const char transa, \
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const char transb, \
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const dim_t m, \
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const dim_t n, \
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const dim_t k, \
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const Sum_type alpha, \
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const A_type* a, \
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const dim_t lda, \
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const char mem_format_a, \
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const B_type* b, \
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const dim_t ldb, \
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const char mem_format_b, \
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const Sum_type beta, \
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C_type* c, \
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const dim_t ldc, \
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aocl_post_op* post_op_unparsed \
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) \
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AOCL_GEMM_MATMUL(uint8_t,int8_t,int32_t,int32_t,u8s8s32os32);
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AOCL_GEMM_MATMUL(uint8_t,int8_t,int8_t,int32_t,u8s8s32os8);
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AOCL_GEMM_MATMUL(uint8_t,int8_t,bfloat16,int32_t,u8s8s32obf16);
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AOCL_GEMM_MATMUL(uint8_t,int8_t,float,int32_t,u8s8s32of32);
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AOCL_GEMM_MATMUL(uint8_t,int8_t,uint8_t,int32_t,u8s8s32ou8);
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AOCL_GEMM_MATMUL(int8_t,int8_t,int32_t,int32_t,s8s8s32os32);
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AOCL_GEMM_MATMUL(int8_t,int8_t,int8_t,int32_t,s8s8s32os8);
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AOCL_GEMM_MATMUL(int8_t,int8_t,bfloat16,int32_t,s8s8s32obf16);
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AOCL_GEMM_MATMUL(int8_t,int8_t,float,int32_t,s8s8s32of32);
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AOCL_GEMM_MATMUL(int8_t,int8_t,uint8_t,int32_t,s8s8s32ou8);
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// Symmetric static quantization GEMM API
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AOCL_GEMM_MATMUL(int8_t,int8_t,float,int32_t,s8s8s32of32_sym_quant);
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AOCL_GEMM_MATMUL(int8_t,int8_t,bfloat16,int32_t,s8s8s32obf16_sym_quant);
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AOCL_GEMM_MATMUL(bfloat16,bfloat16,bfloat16,float,bf16bf16f32obf16);
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AOCL_GEMM_MATMUL(bfloat16,bfloat16,float,float,bf16bf16f32of32);
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AOCL_GEMM_MATMUL(bfloat16, int8_t, float, float, bf16s4f32of32);
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AOCL_GEMM_MATMUL(bfloat16, int8_t, bfloat16, float, bf16s4f32obf16);
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AOCL_GEMM_MATMUL(float,float,float,float,f32f32f32of32);
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#define AOCL_BGEMM_MATMUL(A_type,B_type,C_type,Sum_type,LP_SFX) \
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BLIS_EXPORT_ADDON void aocl_batch_gemm_ ## LP_SFX \
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( \
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const char* order, \
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const char* transa, \
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const char* transb, \
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const dim_t* m, \
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const dim_t* n, \
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const dim_t* k, \
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const Sum_type* alpha, \
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const A_type** a, \
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const dim_t* lda, \
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const B_type** b, \
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const dim_t* ldb, \
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const Sum_type* beta, \
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C_type** c, \
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const dim_t* ldc, \
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const dim_t group_count, \
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const dim_t* group_size, \
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const char* mem_format_a, \
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const char* mem_format_b, \
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aocl_post_op** post_op_unparsed \
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) \
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// bf16 APIs
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AOCL_BGEMM_MATMUL(bfloat16,bfloat16,float,float,bf16bf16f32of32);
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AOCL_BGEMM_MATMUL(bfloat16,bfloat16,bfloat16,float,bf16bf16f32obf16);
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AOCL_BGEMM_MATMUL(bfloat16,int8_t,float,float,bf16s4f32of32);
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AOCL_BGEMM_MATMUL(bfloat16,int8_t,bfloat16,float,bf16s4f32obf16);
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// f32 APIs
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AOCL_BGEMM_MATMUL(float,float,float,float,f32f32f32of32);
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// u8s8 APIs
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AOCL_BGEMM_MATMUL(uint8_t,int8_t,int32_t,int32_t,u8s8s32os32);
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AOCL_BGEMM_MATMUL(uint8_t,int8_t,int8_t,int32_t,u8s8s32os8);
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AOCL_BGEMM_MATMUL(uint8_t,int8_t,float,int32_t,u8s8s32of32);
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AOCL_BGEMM_MATMUL(uint8_t,int8_t,bfloat16,int32_t,u8s8s32obf16);
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AOCL_BGEMM_MATMUL(uint8_t,int8_t,uint8_t,int32_t,u8s8s32ou8);
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// s8s8 APIs
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AOCL_BGEMM_MATMUL(int8_t,int8_t,int32_t,int32_t,s8s8s32os32);
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AOCL_BGEMM_MATMUL(int8_t,int8_t,int8_t,int32_t,s8s8s32os8);
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AOCL_BGEMM_MATMUL(int8_t,int8_t,float,int32_t,s8s8s32of32);
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AOCL_BGEMM_MATMUL(int8_t,int8_t,bfloat16,int32_t,s8s8s32obf16);
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AOCL_BGEMM_MATMUL(int8_t,int8_t,uint8_t,int32_t,s8s8s32ou8);
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#endif // AOCL_GEMM_INTERFACE_H
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