* Copyright (c) 2026 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.
*/
* NOTE: Portions of this code were AI-generated and have been
* technically reviewed for functional accuracy and security
*/
* @file population_count.cpp
* @brief L0 API implementation for PopulationCount
*/
#include "population_count.h"
#include "opdev/op_log.h"
#include "opdev/op_dfx.h"
#include "opdev/shape_utils.h"
#include "opdev/make_op_executor.h"
#include "opdev/platform.h"
#include "aclnn_kernels/common/op_error_check.h"
using namespace op;
namespace l0op {
OP_TYPE_REGISTER(PopulationCount);
static const std::initializer_list<op::DataType> X_DTYPE_SUPPORT_LIST = {
DataType::DT_INT16, DataType::DT_UINT16
};
static bool IsAiCoreSupport(const aclTensor* x)
{
auto npuArch = GetCurrentPlatformInfo().GetCurNpuArch();
OP_CHECK(npuArch == NpuArch::DAV_3510,
OP_LOGE(ACLNN_ERR_PARAM_INVALID,
"PopulationCount: only Ascend950 (arch35/DAV_3510) is supported, got npuArch=%d.",
static_cast<int>(npuArch)),
return false);
OP_CHECK(CheckType(x->GetDataType(), X_DTYPE_SUPPORT_LIST),
OP_LOGE(ACLNN_ERR_PARAM_INVALID,
"PopulationCount: x dtype %d not supported (must be INT16/UINT16).",
static_cast<int>(x->GetDataType())),
return false);
return true;
}
static const aclTensor* PopulationCountAiCore(
const aclTensor* x, const aclTensor* out, aclOpExecutor* executor)
{
L0_DFX(PopulationCountAiCore, x, out);
auto ret = ADD_TO_LAUNCHER_LIST_AICORE(PopulationCount,
OP_INPUT(x), OP_OUTPUT(out));
OP_CHECK(ret == ACLNN_SUCCESS,
OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "PopulationCountAiCore failed."),
return nullptr);
return out;
}
* @brief L0 entry: InferShape + IsAiCoreSupport + AllocTensor + Kernel dispatch.
*
* Output shape = input shape; output dtype is fixed to UINT8.
*/
const aclTensor* PopulationCount(const aclTensor* x, aclOpExecutor* executor)
{
OP_CHECK(IsAiCoreSupport(x),
OP_LOGE(ACLNN_ERR_PARAM_INVALID, "IsAiCoreSupport check failed."),
return nullptr);
const aclTensor* out = executor->AllocTensor(x->GetViewShape(), DataType::DT_UINT8);
OP_CHECK_NULL(out, return nullptr);
return PopulationCountAiCore(x, out, executor);
}
}