* 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.
*/
* \file test_geir_population_count.cpp
* \brief PopulationCount 算子 GE IR 测试示例
*/
#include <iostream>
#include <fstream>
#include <string.h>
#include <stdint.h>
#include <vector>
#include <string>
#include <map>
#include "assert.h"
#include "graph.h"
#include "types.h"
#include "tensor.h"
#include "ge_error_codes.h"
#include "ge_api_types.h"
#include "ge_api.h"
#include "array_ops.h"
#include "ge_ir_build.h"
#include "../op_graph/population_count_proto.h"
#define FAILED -1
#define SUCCESS 0
using namespace ge;
using std::map;
using std::string;
using std::vector;
#define LOG_PRINT(message, ...) \
do { \
printf(message, ##__VA_ARGS__); \
} while (0)
string GetTime()
{
time_t timep;
time(&timep);
char tmp[64];
strftime(tmp, sizeof(tmp), "%Y-%m-%d %H:%M:%S,000", localtime(&timep));
return tmp;
}
uint32_t GetDataTypeSize(DataType dt)
{
if (dt == ge::DT_FLOAT || dt == ge::DT_INT32 || dt == ge::DT_UINT32) {
return 4;
} else if (dt == ge::DT_FLOAT16 || dt == ge::DT_BF16 || dt == ge::DT_INT16 || dt == ge::DT_UINT16) {
return 2;
} else if (dt == ge::DT_INT64 || dt == ge::DT_UINT64) {
return 8;
}
return 1;
}
int32_t GenInt16Data(
vector<int64_t> shapes, Tensor& input_tensor, TensorDesc& input_tensor_desc, const int16_t* values, size_t nval)
{
input_tensor_desc.SetRealDimCnt(shapes.size());
size_t size = 1;
for (uint32_t i = 0; i < shapes.size(); i++) {
size *= shapes[i];
}
uint32_t data_len = size * sizeof(int16_t);
int16_t* pData = new (std::nothrow) int16_t[size];
for (size_t i = 0; i < size; ++i) {
pData[i] = values[i % nval];
}
input_tensor = Tensor(input_tensor_desc, reinterpret_cast<uint8_t*>(pData), data_len);
delete[] pData;
return SUCCESS;
}
static inline uint8_t CpuPopcount16(uint16_t v)
{
return static_cast<uint8_t>(__builtin_popcount(static_cast<uint32_t>(v)));
}
int32_t CreateOppInGraph(
std::vector<ge::Tensor>& input, std::vector<Operator>& inputs, std::vector<Operator>& outputs,
Graph& graph)
{
Status ret = SUCCESS;
auto popcount1 = op::PopulationCount("popcount1");
vector<int64_t> xShape = {16};
int16_t testValues[16] = {
0,
1,
2,
3,
7,
15,
255,
256,
21845,
(int16_t)0xAAAA,
(int16_t)0x7FFF,
(int16_t)0x8000,
-1,
-2,
16,
4660,
};
auto placeholder1 = op::Data("placeholder1").set_attr_index(0);
TensorDesc placeholder1_desc = TensorDesc(ge::Shape(xShape), FORMAT_ND, DT_INT16);
placeholder1_desc.SetPlacement(ge::kPlacementHost);
placeholder1_desc.SetFormat(FORMAT_ND);
Tensor tensor_placeholder1;
ret = GenInt16Data(xShape, tensor_placeholder1, placeholder1_desc, testValues, 16);
if (ret != SUCCESS) {
printf("%s - ERROR - [XIR]: Generate input data failed\n", GetTime().c_str());
return FAILED;
}
placeholder1.update_input_desc_x(placeholder1_desc);
placeholder1.update_output_desc_y(placeholder1_desc);
input.push_back(tensor_placeholder1);
graph.AddOp(placeholder1);
popcount1.set_input_x(placeholder1);
inputs.push_back(placeholder1);
outputs.push_back(popcount1);
return SUCCESS;
}
int main(int argc, char* argv[])
{
const char* graph_name = "tc_ge_irrun_test_population_count";
Graph graph(graph_name);
std::vector<ge::Tensor> input;
printf("%s - INFO - [XIR]: Start to initialize ge using ge global options\n", GetTime().c_str());
std::map<AscendString, AscendString> global_options = {{"ge.exec.deviceId", "0"}, {"ge.graphRunMode", "1"}};
Status ret = ge::GEInitialize(global_options);
if (ret != SUCCESS) {
printf("%s - ERROR - [XIR]: Initialize ge failed\n", GetTime().c_str());
return FAILED;
}
printf("%s - INFO - [XIR]: Initialize ge success\n", GetTime().c_str());
std::vector<Operator> inputs{};
std::vector<Operator> outputs{};
ret = CreateOppInGraph(input, inputs, outputs, graph);
if (ret != SUCCESS) {
printf("%s - ERROR - [XIR]: Create graph failed\n", GetTime().c_str());
return FAILED;
}
if (!inputs.empty() && !outputs.empty()) {
graph.SetInputs(inputs).SetOutputs(outputs);
}
std::map<AscendString, AscendString> build_options = {};
printf("%s - INFO - [XIR]: Start to create session\n", GetTime().c_str());
ge::Session* session = new Session(build_options);
if (session == nullptr) {
printf("%s - ERROR - [XIR]: Create session failed\n", GetTime().c_str());
return FAILED;
}
printf("%s - INFO - [XIR]: Create session success\n", GetTime().c_str());
std::map<AscendString, AscendString> graph_options = {};
uint32_t graph_id = 0;
ret = session->AddGraph(graph_id, graph, graph_options);
printf("%s - INFO - [XIR]: Add graph success\n", GetTime().c_str());
printf("%s - INFO - [XIR]: Start to run graph\n", GetTime().c_str());
std::vector<ge::Tensor> output;
ret = session->RunGraph(graph_id, input, output);
if (ret != SUCCESS) {
printf("%s - ERROR - [XIR]: Run graph failed\n", GetTime().c_str());
ge::AscendString error_msg = ge::GEGetErrorMsgV2();
std::string error_str(error_msg.GetString());
std::cout << "Error message: " << error_str << std::endl;
delete session;
GEFinalize();
return FAILED;
}
printf("%s - INFO - [XIR]: Run graph success\n", GetTime().c_str());
uint8_t expected[16] = {0, 1, 1, 2, 3, 4, 8, 1, 8, 8, 15, 1, 16, 15, 1, 5};
int output_num = output.size();
bool allPass = true;
for (int i = 0; i < output_num; i++) {
int64_t output_shape = output[i].GetTensorDesc().GetShape().GetShapeSize();
std::cout << "output " << i << " shape size = " << output_shape
<< ", dtype = " << output[i].GetTensorDesc().GetDataType() << std::endl;
const uint8_t* odata = output[i].GetData();
for (int64_t j = 0; j < output_shape && j < 16; j++) {
bool pass = (odata[j] == expected[j]);
if (!pass) allPass = false;
LOG_PRINT(" result[%ld] = %u, expected = %u %s\n", j,
(unsigned)odata[j], (unsigned)expected[j], pass ? "PASS" : "FAIL");
}
}
if (allPass) {
printf("%s - INFO - [XIR]: PopulationCount GE IR verification ALL PASS\n", GetTime().c_str());
} else {
printf("%s - ERROR - [XIR]: PopulationCount GE IR verification FAILED\n", GetTime().c_str());
}
ge::AscendString error_msg = ge::GEGetErrorMsgV2();
std::string error_str(error_msg.GetString());
std::cout << "Error message: " << error_str << std::endl;
ge::AscendString warning_msg = ge::GEGetWarningMsgV2();
std::string warning_str(warning_msg.GetString());
std::cout << "Warning message: " << warning_str << std::endl;
delete session;
ret = ge::GEFinalize();
if (ret != SUCCESS) {
printf("%s - ERROR - [XIR]: Finalize failed\n", GetTime().c_str());
return FAILED;
}
printf("%s - INFO - [XIR]: Finalize success\n", GetTime().c_str());
return allPass ? SUCCESS : FAILED;
}