c2312be1a2
git-subtree-dir: projects/rdc git-subtree-mainline:a68afa42a1git-subtree-split:5ae7eeb355
429 lines
19 KiB
C++
429 lines
19 KiB
C++
/*
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Copyright (c) 2020 - present Advanced Micro Devices, Inc. All rights reserved.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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*/
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#include "RdciStatsSubSystem.h"
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#include <getopt.h>
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#include <signal.h>
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#include <unistd.h>
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#include <ctime>
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#include <iomanip>
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#include <limits>
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#include "common/rdc_utils.h"
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#include "rdc/rdc.h"
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#include "rdc_lib/RdcException.h"
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#include "rdc_lib/rdc_common.h"
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namespace amd {
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namespace rdc {
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RdciStatsSubSystem::RdciStatsSubSystem() {}
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RdciStatsSubSystem::~RdciStatsSubSystem() {}
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void RdciStatsSubSystem::parse_cmd_opts(int argc, char** argv) {
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const int HOST_OPTIONS = 1000;
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const int JSON_OPTIONS = 1001;
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const struct option long_options[] = {{"host", required_argument, nullptr, HOST_OPTIONS},
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{"help", optional_argument, nullptr, 'h'},
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{"unauth", optional_argument, nullptr, 'u'},
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{"jstart", required_argument, nullptr, 's'},
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{"jstop", required_argument, nullptr, 'x'},
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{"job", required_argument, nullptr, 'j'},
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{"jremove", required_argument, nullptr, 'r'},
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{"jremoveall", optional_argument, nullptr, 'a'},
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{"verbose", optional_argument, nullptr, 'v'},
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{"group", required_argument, nullptr, 'g'},
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{"json", optional_argument, nullptr, JSON_OPTIONS},
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{nullptr, 0, nullptr, 0}};
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bool is_group_id_set = false;
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int option_index = 0;
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int opt = 0;
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while ((opt = getopt_long(argc, argv, "huvas:x:j:r:g:", long_options, &option_index)) != -1) {
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switch (opt) {
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case HOST_OPTIONS:
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ip_port_ = optarg;
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break;
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case JSON_OPTIONS:
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set_json_output(true);
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break;
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case 'h':
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stats_ops_ = STATS_HELP;
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return;
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case 'u':
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use_auth_ = false;
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break;
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case 's':
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stats_ops_ = STATS_START_RECORDING;
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job_id_ = optarg;
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break;
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case 'g':
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if (!IsNumber(optarg)) {
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show_help();
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throw RdcException(RDC_ST_BAD_PARAMETER, "The group id needs to be a number");
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}
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group_id_ = std::stoi(optarg);
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is_group_id_set = true;
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break;
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case 'x':
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stats_ops_ = STATS_STOP_RECORDING;
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job_id_ = optarg;
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break;
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case 'j':
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stats_ops_ = STATS_DISPLAY;
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job_id_ = optarg;
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break;
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case 'v':
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is_verbose_ = true;
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break;
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case 'r':
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stats_ops_ = STATS_REMOVE;
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job_id_ = optarg;
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break;
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case 'a':
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stats_ops_ = STATS_REMOVE_ALL;
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break;
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default:
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show_help();
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throw RdcException(RDC_ST_BAD_PARAMETER, "Unknown command line options");
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}
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}
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if (stats_ops_ == STATS_START_RECORDING && is_group_id_set == false) {
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show_help();
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throw RdcException(RDC_ST_BAD_PARAMETER, "Need to specify the group id to start recording");
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}
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}
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void RdciStatsSubSystem::show_help() const {
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if (is_json_output()) return;
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std::cout << " stats -- Used to view job statistics.\n\n";
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std::cout << "Usage\n";
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std::cout << " rdci stats [--host <IP/FQDN>:port] [-u] [--json] "
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<< "-s <jobId> -g <groupId>\n";
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std::cout << " rdci stats [--host <IP/FQDN>:port] [-u] [--json] "
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<< "-x <jobId>\n";
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std::cout << " rdci stats [--host <IP/FQDN>:port] [-u] [--json] [-v] "
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<< "-j <jobId>\n";
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std::cout << " rdci stats [--host <IP/FQDN>:port] [-u] [--json] "
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<< "-r <jobId>\n";
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std::cout << " rdci stats [--host <IP/FQDN>:port] [-u] [--json] -a\n";
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std::cout << "\nFlags:\n";
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show_common_usage();
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std::cout << " --json "
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<< "Output using json.\n";
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std::cout << " -s --jstart Start recording "
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<< "job statistics.\n";
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std::cout << " -g --group-id The GPU group to query "
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<< "on the specified host.\n";
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std::cout << " -x --jstop Stop recording "
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<< "job statistics.\n";
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std::cout << " -j --job Display "
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<< "job statistics.\n";
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std::cout << " -v --verbose Show job information "
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<< "for each GPU.\n";
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std::cout << " -r --jremove Remove "
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<< "job statistics.\n";
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std::cout << " -a --jremoveall Remove "
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<< "all job statistics.\n";
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}
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void RdciStatsSubSystem::show_job_stats_json(const rdc_gpu_usage_info_t& gpu_info) const {
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std::cout << "\"start_time\": " << gpu_info.start_time << ",";
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std::cout << "\"end_time\": " << gpu_info.end_time << ",";
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std::cout << "\"execution_time\": " << (gpu_info.end_time - gpu_info.start_time) << ",";
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std::cout << "\"energy_consumed\": " << gpu_info.energy_consumed << ",";
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std::cout << "\"power_usage_max\": " << gpu_info.power_usage.max_value << ",";
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std::cout << "\"power_usage_min\": " << gpu_info.power_usage.min_value << ",";
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std::cout << "\"power_usage_avg\": " << gpu_info.power_usage.average << ",";
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std::cout << "\"power_usage_stanard_deviation\": " << gpu_info.power_usage.standard_deviation
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<< ",";
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std::cout << "\"gpu_clock_max\": " << gpu_info.gpu_clock.max_value << ",";
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std::cout << "\"gpu_clock_min\": " << gpu_info.gpu_clock.min_value << ",";
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std::cout << "\"gpu_clock_avg\": " << gpu_info.gpu_clock.average << ",";
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std::cout << "\"gpu_clock_stanard_deviation\": " << gpu_info.gpu_clock.standard_deviation << ",";
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std::cout << "\"memory_clock_max\": " << gpu_info.memory_clock.max_value << ",";
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std::cout << "\"memory_clock_min\": " << gpu_info.memory_clock.min_value << ",";
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std::cout << "\"memory_clock_avg\": " << gpu_info.memory_clock.average << ",";
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std::cout << "\"memory_clock_stanard_deviation\": " << gpu_info.memory_clock.standard_deviation
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<< ",";
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std::cout << "\"gpu_utilization_max\": " << gpu_info.gpu_utilization.max_value << ",";
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std::cout << "\"gpu_utilization_min\": " << gpu_info.gpu_utilization.min_value << ",";
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std::cout << "\"gpu_utilization_avg\": " << gpu_info.gpu_utilization.average << ",";
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std::cout << "\"gpu_utilization_deviation\": " << gpu_info.gpu_utilization.standard_deviation
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<< ",";
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std::cout << "\"max_gpu_memory_used\": " << gpu_info.max_gpu_memory_used << ",";
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std::cout << "\"memory_utilization_max\": " << gpu_info.memory_utilization.max_value << ",";
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std::cout << "\"memory_utilization_min\": " << gpu_info.memory_utilization.min_value << ",";
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std::cout << "\"memory_utilization_avg\": " << gpu_info.memory_utilization.average << ",";
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std::cout << "\"memory_utilization_stanard_deviation\": "
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<< gpu_info.memory_utilization.standard_deviation << ",";
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std::cout << "\"gpu_temperature_max\": " << gpu_info.gpu_temperature.max_value << ",";
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std::cout << "\"gpu_temperature_min\": " << gpu_info.gpu_temperature.min_value << ",";
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std::cout << "\"gpu_temperature_avg\": " << gpu_info.gpu_temperature.average << ",";
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std::cout << "\"gpu_temperature_stanard_deviation\": "
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<< gpu_info.gpu_temperature.standard_deviation << ",";
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std::cout << "\"pcie_rx_max\": " << gpu_info.pcie_rx.max_value << ",";
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std::cout << "\"pcie_rx_min\": " << gpu_info.pcie_rx.min_value << ",";
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std::cout << "\"pcie_rx_avg\": " << gpu_info.pcie_rx.average << ",";
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std::cout << "\"pcie_rx_stanard_deviation\": " << gpu_info.pcie_rx.standard_deviation << ",";
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std::cout << "\"pcie_tx_max\": " << gpu_info.pcie_tx.max_value << ",";
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std::cout << "\"pcie_tx_min\": " << gpu_info.pcie_tx.min_value << ",";
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std::cout << "\"pcie_tx_avg\": " << gpu_info.pcie_tx.average << ",";
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std::cout << "\"pcie_tx_stanard_deviation\": " << gpu_info.pcie_tx.standard_deviation << ",";
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std::cout << "\"pcie_total_max\": " << gpu_info.pcie_total.max_value << ",";
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std::cout << "\"pcie_total_min\": " << gpu_info.pcie_total.min_value << ",";
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std::cout << "\"pcie_total_avg\": " << gpu_info.pcie_total.average << ",";
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std::cout << "\"pcie_total_stanard_deviation\": " << gpu_info.pcie_total.standard_deviation
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<< ",";
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std::cout << "\"ecc_correct\": " << gpu_info.ecc_correct << ",";
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std::cout << "\"ecc_uncorrect\": " << gpu_info.ecc_uncorrect;
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}
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void RdciStatsSubSystem::show_job_stats(const rdc_gpu_usage_info_t& gpu_info) const {
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std::cout << "|------- Execution Stats ----------"
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<< "+------------------------------------\n";
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std::cout << "| Start Time | "
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<< std::put_time(std::gmtime(reinterpret_cast<const time_t*>(&gpu_info.start_time)),
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"%c %Z")
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<< "\n";
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std::cout << "| End Time | "
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<< std::put_time(std::gmtime(reinterpret_cast<const time_t*>(&gpu_info.end_time)),
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"%c %Z")
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<< "\n";
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std::cout << "| Total Execution Time (sec) | " << (gpu_info.end_time - gpu_info.start_time)
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<< "\n";
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std::cout << "+------- Performance Stats --------"
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<< "+------------------------------------\n";
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std::cout << "| Energy Consumed (Joules) | " << gpu_info.energy_consumed << "\n";
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std::cout << "| Power Usage (Watts) | "
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<< "Max: " << gpu_info.power_usage.max_value
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<< " Min: " << gpu_info.power_usage.min_value
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<< " Avg: " << gpu_info.power_usage.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.power_usage.standard_deviation << "\n";
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std::cout << "| GPU Clock (MHz) | "
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<< "Max: " << gpu_info.gpu_clock.max_value << " Min: " << gpu_info.gpu_clock.min_value
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<< " Avg: " << gpu_info.gpu_clock.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.gpu_clock.standard_deviation << "\n";
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std::cout << "| Memory Clock (MHz) | "
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<< "Max: " << gpu_info.memory_clock.max_value
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<< " Min: " << gpu_info.memory_clock.min_value
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<< " Avg: " << gpu_info.memory_clock.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.memory_clock.standard_deviation << "\n";
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std::cout << "| GPU Utilization (%) | "
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<< "Max: " << gpu_info.gpu_utilization.max_value
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<< " Min: " << gpu_info.gpu_utilization.min_value
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<< " Avg: " << gpu_info.gpu_utilization.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.gpu_utilization.standard_deviation << "\n";
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std::cout << "| Max GPU Memory Used (bytes) | " << gpu_info.max_gpu_memory_used << "\n";
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std::cout << "| Memory Utilization (%) | "
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<< "Max: " << gpu_info.memory_utilization.max_value
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<< " Min: " << gpu_info.memory_utilization.min_value
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<< " Avg: " << gpu_info.memory_utilization.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.memory_utilization.standard_deviation << "\n";
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std::cout << "| GPU Temperature (Celsius) | "
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<< "Max: " << gpu_info.gpu_temperature.max_value
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<< " Min: " << gpu_info.gpu_temperature.min_value
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<< " Avg: " << gpu_info.gpu_temperature.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.gpu_temperature.standard_deviation << "\n";
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std::cout << "| PCIe Rx Bandwidth (megabytes) | "
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<< "Max: "
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<< (gpu_info.pcie_rx.max_value == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_rx.max_value))
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<< " Min: "
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<< (gpu_info.pcie_rx.min_value == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_rx.min_value))
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<< " Avg: "
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<< (gpu_info.pcie_rx.average == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_rx.average))
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<< " SD: " << std::fixed << std::setprecision(2)
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<< (gpu_info.pcie_rx.standard_deviation == std::numeric_limits<float>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_rx.standard_deviation))
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<< "\n";
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std::cout << "| PCIe Tx Bandwidth (megabytes) | "
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<< "Max: "
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<< (gpu_info.pcie_tx.max_value == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_tx.max_value))
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<< " Min: "
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<< (gpu_info.pcie_tx.min_value == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_tx.min_value))
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<< " Avg: "
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<< (gpu_info.pcie_tx.average == std::numeric_limits<uint64_t>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_tx.average))
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<< " SD: " << std::fixed << std::setprecision(2)
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<< (gpu_info.pcie_tx.standard_deviation == std::numeric_limits<float>::max()
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? "N/A"
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: std::to_string(gpu_info.pcie_tx.standard_deviation))
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<< "\n";
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std::cout << "| PCIe Total Bandwidth (megabytes) | "
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<< "Max: " << gpu_info.pcie_total.max_value << " Min: " << gpu_info.pcie_total.min_value
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<< " Avg: " << gpu_info.pcie_total.average << " SD: " << std::fixed
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<< std::setprecision(2) << gpu_info.pcie_total.standard_deviation << "\n";
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std::cout << "| Correctable ECC Errors | " << gpu_info.ecc_correct << "\n";
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std::cout << "| Uncorrectable ECC Errors | " << gpu_info.ecc_uncorrect << "\n";
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std::cout << "+----------------------------------"
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<< "+------------------------------------\n";
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}
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void RdciStatsSubSystem::process() {
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if (stats_ops_ == STATS_HELP || stats_ops_ == STATS_UNKNOWN) {
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show_help();
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return;
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}
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rdc_status_t result;
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if (stats_ops_ == STATS_START_RECORDING) {
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// Record job every 1 second
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result =
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rdc_job_start_stats(rdc_handle_, group_id_, const_cast<char*>(job_id_.c_str()), 1000000);
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if (result != RDC_ST_OK) {
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throw RdcException(result, rdc_status_string(result));
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}
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if (is_json_output()) {
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std::cout << "\"job_id\": \"" << job_id_ << "\", \"group_id\": \"" << group_id_
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<< "\", \"status\": \"ok\"";
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} else {
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std::cout << "Successfully started recording job " << job_id_ << " with a group ID "
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<< group_id_ << std::endl;
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}
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return;
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}
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if (stats_ops_ == STATS_STOP_RECORDING) {
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result = rdc_job_stop_stats(rdc_handle_, const_cast<char*>(job_id_.c_str()));
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if (result != RDC_ST_OK) {
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throw RdcException(result, rdc_status_string(result));
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}
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if (is_json_output()) {
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std::cout << "\"job_id\": \"" << job_id_ << "\", \"status\": \"ok\"";
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} else {
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std::cout << "Successfully stopped recording job " << job_id_ << std::endl;
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}
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return;
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}
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if (stats_ops_ == STATS_DISPLAY) {
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rdc_job_info_t job_info{};
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result = rdc_job_get_stats(rdc_handle_, const_cast<char*>(job_id_.c_str()), &job_info);
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if (result != RDC_ST_OK) {
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throw RdcException(result, rdc_status_string(result));
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}
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if (!is_json_output()) {
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std::cout << "| Summary \n";
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show_job_stats(job_info.summary);
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} else {
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std::cout << "\"job_summary\" : {";
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show_job_stats_json(job_info.summary);
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std::cout << "}";
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}
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if (is_verbose_ == false) {
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return;
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}
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for (uint32_t i = 0; i < job_info.num_gpus; i++) {
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if (!is_json_output()) {
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std::cout << "| GPU " << i << "\n";
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show_job_stats(job_info.gpus[i]);
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} else {
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std::cout << ", \"gpu_" << i << "\": {";
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show_job_stats_json(job_info.gpus[i]);
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std::cout << "}";
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}
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}
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if (!is_json_output()) {
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std::cout << "| Processes Tracked | " << job_info.num_processes << "\n";
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for (uint32_t p = 0; p < job_info.num_processes; ++p) {
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auto& pr = job_info.processes[p];
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std::ostringstream oss;
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oss << "PID: " << pr.pid << ", Start: " << pr.start_time / 1000
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<< ", End: " << pr.stop_time / 1000;
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std::cout << "| " << std::setw(33) << std::left << pr.process_name << "| " << oss.str()
|
|
<< "\n";
|
|
}
|
|
std::cout << "+----------------------------------+------------------------------------\n";
|
|
} else {
|
|
std::cout << ", \"processes_tracked\": " << job_info.num_processes;
|
|
std::cout << ", \"processes\": [";
|
|
for (uint32_t p = 0; p < job_info.num_processes; ++p) {
|
|
auto& pr = job_info.processes[p];
|
|
std::cout << (p ? "," : "") << "{"
|
|
<< "\"pid\":" << pr.pid << ","
|
|
<< "\"process_name\":\"" << pr.process_name << "\","
|
|
<< "\"start_time\":" << pr.start_time / 1000 << ","
|
|
<< "\"stop_time\":" << pr.stop_time / 1000 << "}";
|
|
}
|
|
std::cout << "]";
|
|
}
|
|
return;
|
|
}
|
|
|
|
if (stats_ops_ == STATS_REMOVE) {
|
|
result = rdc_job_remove(rdc_handle_, const_cast<char*>(job_id_.c_str()));
|
|
if (result != RDC_ST_OK) {
|
|
throw RdcException(result, rdc_status_string(result));
|
|
}
|
|
if (is_json_output()) {
|
|
std::cout << "\"job_id\": \"" << job_id_ << "\", \"status\": \"ok\"";
|
|
} else {
|
|
std::cout << "Successfully removed job " << job_id_ << std::endl;
|
|
}
|
|
return;
|
|
}
|
|
|
|
if (stats_ops_ == STATS_REMOVE_ALL) {
|
|
result = rdc_job_remove_all(rdc_handle_);
|
|
if (result != RDC_ST_OK) {
|
|
throw RdcException(result, rdc_status_string(result));
|
|
}
|
|
if (is_json_output()) {
|
|
std::cout << "\"status\": \"ok\"";
|
|
} else {
|
|
std::cout << "Successfully removed all jobs\n";
|
|
}
|
|
return;
|
|
}
|
|
}
|
|
|
|
} // namespace rdc
|
|
} // namespace amd
|