* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#include "slice/data_slice_elementwise_impl.h"
#include "slice/data_slice_toolkit.h"
#include "slice/data_slice_factory.h"
#include "framework/common/debug/ge_log.h"
#include "graph/operator_factory_impl.h"
#include "graph/utils/type_utils.h"
#include "graph/utils/op_desc_utils.h"
namespace ge {
static AxisInferRegister registerElementWise(ge::AxisType::ELEMENTWISE, [](void) noexcept -> DataSliceInferBase * {
return new (std::nothrow) DataSliceElementwiseImpl();
});
static bool CheckOutCutInfoVaild(size_t index, OpDescPtr op_desc, const CutInfo &one_output_cutinfo,
const std::vector<int64_t> &one_out_data_slice) {
if (static_cast<int64_t>(index) == one_output_cutinfo.second[0]) {
if (one_out_data_slice.empty()) {
GELOGE(FAILED, "The op[%s] output data slice cannot be empty.", op_desc->GetName().c_str());
return false;
}
auto output_desc = op_desc->MutableOutputDesc(one_output_cutinfo.first);
if (output_desc == nullptr) {
GELOGE(FAILED, "The op[%s] output description is nullptr.", op_desc->GetName().c_str());
return false;
}
int64_t output_dim = output_desc->MutableShape().GetDim(index);
int64_t output_last_range = one_out_data_slice.back();
if (output_last_range > output_dim) {
GELOGE(FAILED, "The op[%s] output split range[%ld] larger than output dim[%ld].", op_desc->GetName().c_str(),
output_last_range, output_dim);
return false;
}
} else if (!one_out_data_slice.empty()) {
GELOGE(FAILED, "The op[%s] output split range for non-split axis[%zu] is not empty.", op_desc->GetName().c_str(),
index);
return false;
}
return true;
}
static bool CheckOutDataSlice(OpDescPtr op_desc, const std::vector<CutInfo> &output_cutinfo,
const DataSliceType &out_data_slice) {
if (output_cutinfo.size() != out_data_slice.size()) {
GELOGE(FAILED, "The op[%s] output data slice info size[%u] is not equal to cut info size[%u].",
op_desc->GetName().c_str(), output_cutinfo.size(), out_data_slice.size());
return false;
}
for (size_t i = 0; i < out_data_slice.size(); ++i) {
for (size_t j = 0; j < out_data_slice[i].size(); ++j) {
if (!CheckOutCutInfoVaild(j, op_desc, output_cutinfo[i], out_data_slice[i][j])) {
return false;
}
}
}
return true;
}
static std::vector<std::vector<int64_t>> GetInputSplitRanges(GeTensorDescPtr input_desc,
const CutInfo &one_input_cutinfo,
const std::vector<int64_t> &one_out_data_slice,
bool &is_invalid_info) {
std::vector<std::vector<int64_t>> split_ranges;
for (size_t j = 0; j < input_desc->MutableShape().GetDimNum(); ++j) {
if (static_cast<int64_t>(j) == one_input_cutinfo.second[0]) {
int64_t input_dim = input_desc->MutableShape().GetDim(j);
if (one_out_data_slice.back() > input_dim) {
GELOGE(FAILED, "The input split range[%ld] larger than input dim[%ld].", one_out_data_slice.back(), input_dim);
is_invalid_info = true;
break;
}
}
split_ranges.push_back(one_out_data_slice);
}
return split_ranges;
}
Status DataSliceElementwiseImpl::InferAxisSlice(Operator &op, const AxisTypeInfo &slice_info,
const DataSliceType &out_data_slice, DataSliceType &in_data_slice) {
if (!in_data_slice.empty()) {
GELOGE(FAILED, "The op[%s] input data slice is not empty.", DataSliceGetName(op).c_str());
return FAILED;
}
OpDescPtr op_desc = OpDescUtils::GetOpDescFromOperator(op);
if (op_desc == nullptr) {
GELOGE(FAILED, "The op[%s] description is nullptr.", DataSliceGetName(op).c_str());
return FAILED;
}
const std::vector<CutInfo> input_cutinfo = slice_info.GetRelateInputs();
const std::vector<CutInfo> output_cutinfo = slice_info.GetRelateOutputs();
if (input_cutinfo.empty() || output_cutinfo.empty()) {
GELOGE(FAILED, "Get op[%s] input or output cut info empty.", DataSliceGetName(op).c_str());
return FAILED;
}
if (!CheckOutDataSlice(op_desc, output_cutinfo, out_data_slice)) {
return FAILED;
}
for (size_t i = 0; i < input_cutinfo.size(); ++i) {
auto input_desc = op_desc->MutableInputDesc(input_cutinfo[i].first);
if (input_desc == nullptr) {
GELOGE(FAILED, "The op[%s] input description is nullptr.", DataSliceGetName(op).c_str());
return FAILED;
}
bool is_invalid_info = false;
std::vector<std::vector<int64_t>> split_ranges = GetInputSplitRanges(
input_desc, input_cutinfo[i], out_data_slice[0][output_cutinfo[0].second[0]], is_invalid_info);
if (is_invalid_info) {
GELOGE(FAILED, "The op[%s] input split range larger than input dim.", op_desc->GetName().c_str());
return FAILED;
}
in_data_slice.push_back(split_ranges);
}
GELOGI("Elementwise infer success, op:%s, type:%s, axis type:%d.", DataSliceGetName(op).c_str(),
DataSliceGetOpType(op).c_str(), static_cast<int8_t>(slice_info.GetAxisType()));
return SUCCESS;
}
}