Hello Query Device C++ Sample¶
This sample demonstrates how to execute an query OpenVINO™ Runtime devices, prints their metrics and default configuration values, using Properties API.
The following C++ API is used in the application:
Feature |
API |
Description |
---|---|---|
Available Devices |
|
Get available devices information and configuration for inference |
Basic OpenVINO™ Runtime API is covered by Hello Classification C++ sample.
// Copyright (C) 2018-2023 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include <cstdlib>
#include <iomanip>
#include <memory>
#include <set>
#include <string>
#include <tuple>
#include <vector>
// clang-format off
#include "openvino/openvino.hpp"
#include "samples/common.hpp"
#include "samples/slog.hpp"
// clang-format on
/**
* @brief Print IE Parameters
* @param reference on IE Parameter
* @return void
*/
void print_any_value(const ov::Any& value) {
if (value.empty()) {
slog::info << "EMPTY VALUE" << slog::endl;
} else {
std::string stringValue = value.as<std::string>();
slog::info << (stringValue.empty() ? "\"\"" : stringValue) << slog::endl;
}
}
int main(int argc, char* argv[]) {
try {
// -------- Get OpenVINO runtime version --------
slog::info << ov::get_openvino_version() << slog::endl;
// -------- Parsing and validation of input arguments --------
if (argc != 1) {
std::cout << "Usage : " << argv[0] << std::endl;
return EXIT_FAILURE;
}
// -------- Step 1. Initialize OpenVINO Runtime Core --------
ov::Core core;
// -------- Step 2. Get list of available devices --------
std::vector<std::string> availableDevices = core.get_available_devices();
// -------- Step 3. Query and print supported metrics and config keys --------
slog::info << "Available devices: " << slog::endl;
for (auto&& device : availableDevices) {
slog::info << device << slog::endl;
// Query supported properties and print all of them
slog::info << "\tSUPPORTED_PROPERTIES: " << slog::endl;
auto supported_properties = core.get_property(device, ov::supported_properties);
for (auto&& property : supported_properties) {
if (property != ov::supported_properties.name()) {
slog::info << "\t\t" << (property.is_mutable() ? "Mutable: " : "Immutable: ") << property << " : "
<< slog::flush;
print_any_value(core.get_property(device, property));
}
}
slog::info << slog::endl;
}
} catch (const std::exception& ex) {
std::cerr << std::endl << "Exception occurred: " << ex.what() << std::endl << std::flush;
return EXIT_FAILURE;
}
return EXIT_SUCCESS;
}
How It Works¶
The sample queries all available OpenVINO™ Runtime devices, prints their supported metrics and plugin configuration parameters.
Building¶
To build the sample, please use instructions available at Build the Sample Applications section in OpenVINO™ Toolkit Samples guide.
Sample Output¶
The application prints all available devices with their supported metrics and default values for configuration parameters:
[ INFO ] OpenVINO Runtime version ......... <version>
[ INFO ] Build ........... <build>
[ INFO ]
[ INFO ] Available devices:
[ INFO ] CPU
[ INFO ] SUPPORTED_METRICS:
[ INFO ] AVAILABLE_DEVICES : [ ]
[ INFO ] FULL_DEVICE_NAME : Intel(R) Core(TM) i5-8350U CPU @ 1.70GHz
[ INFO ] OPTIMIZATION_CAPABILITIES : [ FP32 FP16 INT8 BIN ]
[ INFO ] RANGE_FOR_ASYNC_INFER_REQUESTS : { 1, 1, 1 }
[ INFO ] RANGE_FOR_STREAMS : { 1, 8 }
[ INFO ] IMPORT_EXPORT_SUPPORT : true
[ INFO ] SUPPORTED_CONFIG_KEYS (default values):
[ INFO ] CACHE_DIR : ""
[ INFO ] CPU_BIND_THREAD : NO
[ INFO ] CPU_THREADS_NUM : 0
[ INFO ] CPU_THROUGHPUT_STREAMS : 1
[ INFO ] DUMP_EXEC_GRAPH_AS_DOT : ""
[ INFO ] DYN_BATCH_ENABLED : NO
[ INFO ] DYN_BATCH_LIMIT : 0
[ INFO ] ENFORCE_BF16 : NO
[ INFO ] EXCLUSIVE_ASYNC_REQUESTS : NO
[ INFO ] PERFORMANCE_HINT : ""
[ INFO ] PERFORMANCE_HINT_NUM_REQUESTS : 0
[ INFO ] PERF_COUNT : NO
[ INFO ]
[ INFO ] GNA
[ INFO ] SUPPORTED_METRICS:
[ INFO ] AVAILABLE_DEVICES : [ GNA_SW_EXACT ]
[ INFO ] OPTIMAL_NUMBER_OF_INFER_REQUESTS : 1
[ INFO ] FULL_DEVICE_NAME : GNA_SW_EXACT
[ INFO ] GNA_LIBRARY_FULL_VERSION : 3.0.0.1455
[ INFO ] IMPORT_EXPORT_SUPPORT : true
[ INFO ] SUPPORTED_CONFIG_KEYS (default values):
[ INFO ] EXCLUSIVE_ASYNC_REQUESTS : NO
[ INFO ] GNA_COMPACT_MODE : YES
[ INFO ] GNA_COMPILE_TARGET : ""
[ INFO ] GNA_DEVICE_MODE : GNA_SW_EXACT
[ INFO ] GNA_EXEC_TARGET : ""
[ INFO ] GNA_FIRMWARE_MODEL_IMAGE : ""
[ INFO ] GNA_FIRMWARE_MODEL_IMAGE_GENERATION : ""
[ INFO ] GNA_LIB_N_THREADS : 1
[ INFO ] GNA_PRECISION : I16
[ INFO ] GNA_PWL_MAX_ERROR_PERCENT : 1.000000
[ INFO ] GNA_PWL_UNIFORM_DESIGN : NO
[ INFO ] GNA_SCALE_FACTOR : 1.000000
[ INFO ] GNA_SCALE_FACTOR_0 : 1.000000
[ INFO ] LOG_LEVEL : LOG_NONE
[ INFO ] PERF_COUNT : NO
[ INFO ] SINGLE_THREAD : YES