/** * Copyright (c) Microsoft Corporation * All rights reserved. * * MIT License * * Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated * documentation files (the "Software"), to deal in the Software without restriction, including without limitation * the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and * to permit persons to whom the Software is furnished to do so, subject to the following conditions: * The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING * BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, * DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ 'use strict'; /** * GPU Infromation class * Representing the dynamic and static information retrieved from Nvidia-smi */ export class GPUInfo { // The number of active process running on this GPU public activeProcessNum: number; // Memory utilization of this GPU public gpuMemUtil: number; // GPU utilization of this GPU public gpuUtil: number; // the index number of this GPU (starting from 0) public readonly index: number; constructor(activeProcessNum : number, gpuMemUtil : number, gpuUtil : number, index : number) { this.activeProcessNum = activeProcessNum; this.gpuMemUtil = gpuMemUtil; this.gpuUtil = gpuUtil; this.index = index; } } /** * GPU Sumamry for each machine */ export class GPUSummary { // GPU count on the machine public readonly gpuCount: number; // The timestamp when GPU summary data queried public readonly timestamp: string; // The array of GPU information for each GPU card public readonly gpuInfos: GPUInfo[]; constructor(gpuCount: number, timestamp: string, gpuInfos: GPUInfo[]) { this.gpuCount = gpuCount; this.timestamp = timestamp; this.gpuInfos = gpuInfos; } } export const GPU_INFO_COLLECTOR_FORMAT_WINDOWS: string = ` $env:METRIC_OUTPUT_DIR="{0}" $app = Start-Process "python" -ArgumentList "-m nni_gpu_tool.gpu_metrics_collector" -passthru -NoNewWindow Write $app.ID | Out-File {1} -NoNewline -encoding utf8 `;