* This file is part of the OpenBOAT project at Harbin Institute of Technology (HIT)
* and is contributed to the CANN Open Software.
*
* Copyright (c) 2025 AISS Group, Harbin Institute of Technology (HIT).
* All Rights Reserved.
*
* Authors (accounts):
* - Tu Yuanhang <@TuYHAAAAAA>
* - Su Tonghua <@sutonghua>
*
* This program is free software: you can redistribute it and/or modify it.
* Licensed under the CANN Open Software License Agreement Version 2.0 (the "License").
* You may not use this file except in compliance with the License.
* See the LICENSE file at the root of the repository for the full text of the License.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
*/
* \file pad_v2_tiling.cpp
* \brief
*/
#include "log/log.h"
#include "util/math_util.h"
#include "register/op_impl_registry.h"
#include "tiling/platform/platform_ascendc.h"
#include "../op_kernel/pad_v2_tiling_data.h"
#include "../op_kernel/pad_v2_tiling_key.h"
namespace optiling {
constexpr uint32_t BLOCK_SIZE = 32;
constexpr uint32_t BUFFER_NUM = 2;
constexpr uint32_t BLOCK_DIM = 8;
constexpr uint32_t WS_SYS_SIZE = 512U;
constexpr uint32_t RESERVED_BYTES = 512U;
static inline uint64_t AlignUp(uint64_t x, uint64_t a) {
if (a == 0) {
return x;
}
return (x + a - 1) / a * a;
}
struct PadV2CompileInfo {};
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum)
{
fe::PlatFormInfos* platformInfoPtr = context->GetPlatformInfo();
OP_CHECK_NULL_WITH_CONTEXT(context, platformInfoPtr);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(platformInfoPtr);
coreNum = ascendcPlatform.GetCoreNumAiv();
OP_CHECK_IF(coreNum == 0, OP_LOGE(context, "coreNum is 0"), return ge::GRAPH_FAILED);
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubSize);
OP_CHECK_IF(ubSize == 0, OP_LOGE(context, "ubSize is 0"), return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetShapeAttrsInfo(gert::TilingContext* context, int64_t& totalIdx, ge::DataType& dataType)
{
auto inputX = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputX);
totalIdx = inputX->GetStorageShape().GetShapeSize();
const std::set<ge::DataType> supportedDtype = {ge::DT_FLOAT,ge::DT_FLOAT16,ge::DT_INT16,ge::DT_INT32};
auto inputDesc = context->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputDesc);
dataType = inputDesc->GetDataType();
if (supportedDtype.count(dataType) == 0) {
OP_LOGE(context, "invalid dtype");
return ge::GRAPH_FAILED;
}
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetWorkspaceSize(gert::TilingContext* context)
{
auto ascendcPlatform = platform_ascendc:: PlatformAscendC(context->GetPlatformInfo());
uint32_t sysWorkspaceSize = ascendcPlatform.GetLibApiWorkSpaceSize();
size_t* currentWorkspace = context->GetWorkspaceSizes(1);
OP_CHECK_NULL_WITH_CONTEXT(context, currentWorkspace);
currentWorkspace[0] = WS_SYS_SIZE + sysWorkspaceSize;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus PadV2TilingFunc(gert::TilingContext* context)
{
uint64_t ubSize = 0;
int64_t coreNum = 0;
OP_CHECK_IF(GetPlatformInfo(context, ubSize, coreNum) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetPlatformInfo error"), return ge::GRAPH_FAILED);
int64_t totalIdx = 0;
ge::DataType dataType;
OP_CHECK_IF(GetShapeAttrsInfo(context, totalIdx, dataType) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetShapeAttrsInfo error"), return ge::GRAPH_FAILED);
if (totalIdx <= 0) {
PadV2TilingData* tiling = context->GetTilingData<PadV2TilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
memset_s(tiling, sizeof(PadV2TilingData), 0, sizeof(PadV2TilingData));
context->SetBlockDim(1);
context->SetTilingKey(GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_0));
return ge::GRAPH_SUCCESS;
}
OP_CHECK_IF(GetWorkspaceSize(context) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetWorkspaceSize error"), return ge::GRAPH_FAILED);
PadV2TilingData* tiling = context->GetTilingData<PadV2TilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(memset_s(tiling, sizeof(PadV2TilingData), 0, sizeof(PadV2TilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
const auto xShape = context->GetInputTensor(0)->GetOriginShape();
const auto inputDataType = context->GetInputTensor(0)->GetDataType();
context->SetBlockDim(BLOCK_DIM);
auto attrs = context->GetAttrs();
int32_t mode = 0;
if (attrs) {
const int64_t* attrA = attrs->GetInt(0);
if (attrA != nullptr) {
mode = *attrA;
}
}
int32_t value = 0;
if (attrs) {
const int64_t* attrA = attrs->GetInt(1);
if (attrA != nullptr) {
value = *attrA;
}
}
int32_t pad[8]={0};
for(int i=0;i<8;i++){
if (attrs) {
const int64_t* attrA = attrs->GetInt(i+2);
if (attrA != nullptr) {
pad[i] = *attrA;
}
}
}
uint32_t typeSize = sizeof(float);
switch (inputDataType) {
case ge::DT_FLOAT16:
typeSize = sizeof(uint16_t);
break;
case ge::DT_FLOAT:
typeSize = sizeof(float);
break;
case ge::DT_INT32:
typeSize = sizeof(int32_t);
break;
case ge::DT_INT16:
typeSize = sizeof(int16_t);
break;
default:
return ge::GRAPH_FAILED;
}
uint32_t totalLengthx = context->GetInputShape(0)->GetOriginShape().GetShapeSize();
int32_t dimNum = xShape.GetDimNum();
std::vector<int> dimarr(dimNum, 0);
for(int i=0;i<dimNum;i++){
dimarr[i] = xShape.GetDim(i);
}
std::vector<int> dimarrz(dimNum, 0);
for(int i=0;i<dimNum;i++){
dimarrz[i] = dimarr[i]+pad[2*i]+pad[2*i+1];
}
uint32_t rows =1;
for(int i=0;i<dimNum-1;i++){
rows = rows*dimarr[i];
}
uint32_t rowz =1;
for(int i=0;i<dimNum-1;i++){
rowz = rowz*dimarrz[i];
}
uint32_t sumspace = totalLengthx;
uint32_t big_core_num = rowz % BLOCK_DIM;
uint32_t small_core_num=BLOCK_DIM - big_core_num;
uint32_t small_tile_length = rowz/BLOCK_DIM;
uint32_t big_tile_length = rowz/BLOCK_DIM + 1;
int64_t core_tile_x1 = 1;
auto FitsUB = [&](int64_t tile_x1) -> bool {
uint64_t xBytes = AlignUp((uint64_t)tile_x1 * dimarrz[dimNum-1] * typeSize, BLOCK_SIZE);
uint64_t temp = AlignUp((uint64_t)tile_x1 * dimarrz[dimNum-1] * typeSize, BLOCK_SIZE);
uint64_t total = BUFFER_NUM * (xBytes + temp);
return total <= (ubSize * 95 / 100);
};
while (FitsUB(core_tile_x1) && core_tile_x1 < big_tile_length) {
core_tile_x1 *= 2;
}
if (core_tile_x1 != 1) {
core_tile_x1 /= 2;
}
if (!FitsUB(core_tile_x1)) {
return ge::GRAPH_FAILED;
}
uint32_t small_tile_times = small_tile_length/core_tile_x1;
uint32_t big_tile_times = big_tile_length / core_tile_x1;
uint32_t small_tail_num= small_tile_length % core_tile_x1;
uint32_t big_tail_num= big_tile_length % core_tile_x1;
if(small_tail_num!=0){
small_tile_times ++;
}else{
small_tail_num = core_tile_x1;
}
if(big_tail_num!=0){
big_tile_times ++;
}else{
big_tail_num = core_tile_x1;
}
std::vector<int32_t> bias(dimNum - 1, 0);
std::vector<int32_t> orign_bias(dimNum - 1, 0);
for (int i = 0; i < dimNum - 1; ++i) {
bias[i] = 1;
orign_bias[i] = 1;
}
int32_t acc_pad = 1;
int32_t acc_orig = 1;
for (int i = dimNum - 2; i >= 0; --i) {
bias[i] *= acc_pad;
orign_bias[i] *= acc_orig;
acc_pad *= dimarrz[i];
acc_orig *= dimarr[i];
}
int32_t lpad=pad[(dimNum-1) *2];
int32_t rpad=pad[(dimNum-1) *2 + 1];
int32_t xlastdim=dimarr[dimNum-1];
tiling->small_tile_times = small_tile_times;
tiling->big_tile_times = big_tile_times;
tiling->small_tail_num = small_tail_num;
tiling->big_tail_num = big_tail_num;
tiling->totalLengthx = totalLengthx;
tiling->big_core_num = big_core_num;
tiling->small_core_num = small_core_num;
tiling->small_tile_length = small_tile_length;
tiling->big_tile_length = big_tile_length;
tiling->core_tile_x1 = core_tile_x1;
tiling->dimNum = dimNum;
tiling->mode = mode;
for (int i = 0; i < dimNum; ++i) {
tiling->dimarr[i] = dimarr[i];
tiling->dimarrz[i] = dimarrz[i];
tiling->bias[i] = bias[i];
tiling->orign_bias[i] = orign_bias[i];
}
for (uint32_t i = 0; i < BLOCK_DIM; ++i) {
tiling->pad[i] = pad[i];
}
tiling->sumspace = sumspace;
tiling->rowz = rowz;
tiling->lpad = lpad;
tiling->rpad = rpad;
tiling->value = value;
tiling->xlastdim = xlastdim;
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(PadV2).Tiling(PadV2TilingFunc);
}