Low precision gemm refactoring and bug fixes.

-The micro-kernel function signatures follow a common pattern. These
functions can be represented as an instantiation of a MACRO as is done
in BLIS, and thus the number of micro-kernel header files can be brought
down. A new single header file containing all the MACRO definitions with
the instantiation is added, and the existing unnecessary header files
are removed.
-The bias addition in micro-kernel for n remaining < 16 reads the bias
array assuming it contains 16 elements. This can result in seg-faults,
since out of bound memory is accessed. It is fixed by copying required
elements to an intermediate buffer and using that buffer for loading.
-Input matrix storage type parameter is added to lpgemm APIs. It can be
either row or column major, denoted by r and c respectively. Currently
only row major input matrices are supported.
-Bug fix in s16 fringe micro-kernel to use correct offset while storing
output.

AMD-Internal: [CPUPL-2386]
Change-Id: Idfa23e69d54ad7e06a67b1e36a5b5558fbff03a3
This commit is contained in:
mkadavil
2022-08-11 18:49:03 +05:30
parent f5ef30a44a
commit 6fbdfc3cf2
38 changed files with 433 additions and 2668 deletions

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/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2022, Advanced Micro Devices, Inc. All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
met:
- Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
- Neither the name(s) of the copyright holder(s) nor the names of its
contributors may be used to endorse or promote products derived
from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#ifndef LPGEMM_5LOOP_INTF_H
#define LPGEMM_5LOOP_INTF_H
#include "lpgemm_types.h"
#include "lpgemm_post_ops.h"
#define LPGEMM_5LOOP(A_type,B_type,C_type,LP_SFX) \
void lpgemm_rowvar_ ## LP_SFX \
( \
const dim_t m, \
const dim_t n, \
const dim_t k, \
const A_type* a, \
const dim_t rs_a, \
const dim_t cs_a, \
const AOCL_MEMORY_TAG mtag_a, \
const B_type* b, \
const dim_t rs_b, \
const dim_t cs_b, \
const AOCL_MEMORY_TAG mtag_b, \
C_type* c, \
const dim_t rs_c, \
C_type alpha, \
C_type beta, \
rntm_t* rntm, \
lpgemm_thrinfo_t* thread, \
lpgemm_post_op* post_op_list \
) \
LPGEMM_5LOOP(uint8_t,int8_t,int32_t,u8s8s32o32);
LPGEMM_5LOOP(uint8_t,int8_t,int16_t,u8s8s16o16);
LPGEMM_5LOOP(float,float,float,f32f32f32of32);
#endif // LPGEMM_5LOOP_INTF_H