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feat: enhance native GPU NPU and XPU monitoring (#13939)

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This commit is contained in:
ssongliu
2026-09-28 18:32:12 +08:00
committed by GitHub
parent d2bb3813d9
commit d27d6db1ea
38 changed files with 2492 additions and 1265 deletions
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frontend/src/api/interface/ai.ts
+90 -11
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@@ -22,6 +22,8 @@ export namespace AI {
}
export interface Info {
collectedAt?: string;
warnings?: string[];
cudaVersion: string;
driverVersion: string;
type: string;
@@ -31,6 +33,34 @@ export namespace AI {
xpu: XpuInfo['xpu'];
}
export interface GPU {
eccPending?: string;
eccErrors?: { scope: string; correctable: string; uncorrectable: string }[];
memoryActivity?: string;
encoderUtil?: string;
decoderUtil?: string;
jpegUtil?: string;
ofaUtil?: string;
mediaUtil?: string;
hotspotTemperature?: string;
fanRPM?: string;
mediaFrequency?: string;
uuid?: string;
driverVersion?: string;
architecture?: string;
frequency?: string;
memoryFrequency?: string;
memoryTemperature?: string;
memoryFree?: string;
memoryReserved?: string;
powerLimit?: string;
defaultPowerLimit?: string;
pcieGeneration?: string;
pcieMaxGeneration?: string;
pcieWidth?: string;
pcieMaxWidth?: string;
clockEvents?: string[];
processStatus?: string;
type: 'nvidia' | 'amd';
index: number;
productName: string;
@@ -52,6 +82,12 @@ export namespace AI {
processes: Process[];
}
export interface NPU {
aiCPUUtil?: string;
ctrlCPUUtil?: string;
ddrBandwidth?: string;
hbmBandwidth?: string;
processStatus?: string;
type: 'ascend';
index: number;
npuIndex: number;
@@ -73,6 +109,9 @@ export namespace AI {
processes: NPUProcess[];
}
export interface MonitorGPUSearch {
aggregation?: 'avg' | 'max';
deviceID?: string;
legacy?: boolean;
productName: string;
startTime: Date;
endTime: Date;
@@ -83,8 +122,10 @@ export namespace AI {
chartHide: Array<ChartHide>;
}
export interface ChartHide {
deviceID?: string;
legacy?: boolean;
productName: string;
type?: 'gpu' | 'xpu';
type?: 'gpu' | 'npu' | 'xpu';
process: boolean;
gpu: boolean;
memory: boolean;
@@ -94,17 +135,45 @@ export namespace AI {
speed: boolean;
}
export interface MonitorGPUData {
memoryActivity: Array<number | null>;
encoderUtil: Array<number | null>;
decoderUtil: Array<number | null>;
jpegUtil: Array<number | null>;
ofaUtil: Array<number | null>;
mediaUtil: Array<number | null>;
computeUtil: Array<number | null>;
copyUtil: Array<number | null>;
hotspotTemperature: Array<number | null>;
fanRPM: Array<number | null>;
aiCPUUtil: Array<number | null>;
ctrlCPUUtil: Array<number | null>;
ddrUsed: Array<number | null>;
ddrTotal: Array<number | null>;
hbmUsed: Array<number | null>;
hbmTotal: Array<number | null>;
ddrBandwidth: Array<number | null>;
hbmBandwidth: Array<number | null>;
memoryBandwidth: Array<number | null>;
mediaFrequency: Array<number | null>;
hugepagesUsed: Array<number | null>;
hugepagesTotal: Array<number | null>;
bucketSeconds: number;
sampleCount: number;
memoryTemperatureValue: Array<number | null>;
frequencyValue: Array<number | null>;
memoryFrequencyValue: Array<number | null>;
date: Array<Date>;
gpuValue: Array<number>;
temperatureValue: Array<number>;
powerTotal: Array<number>;
powerUsed: Array<number>;
powerPercent: Array<number>;
memoryTotal: Array<number>;
memoryUsed: Array<number>;
memoryPercent: Array<number>;
speedValue: Array<number>;
processCount: Array<number>;
gpuValue: Array<number | null>;
temperatureValue: Array<number | null>;
powerTotal: Array<number | null>;
powerUsed: Array<number | null>;
powerPercent: Array<number | null>;
memoryTotal: Array<number | null>;
memoryUsed: Array<number | null>;
memoryPercent: Array<number | null>;
speedValue: Array<number | null>;
processCount: Array<number | null>;
gpuProcesses: Array<Array<GPUProcess>>;
}
export interface GPUProcess {
@@ -132,12 +201,15 @@ export namespace AI {
}
interface Xpu {
tiles?: { tileID: number; stats: Stats }[];
processStatus?: string;
basic: Basic;
stats: Stats;
processes: XpuProcess[];
}
interface Basic {
uuid?: string;
deviceID: number;
deviceName: string;
vendorName: string;
@@ -148,6 +220,13 @@ export namespace AI {
}
interface Stats {
mediaUtil?: string;
computeUtil?: string;
copyUtil?: string;
mediaFrequency?: string;
memoryTemperature?: string;
memoryBandwidthUtil?: string;
power: string;
gpuUtil: string;
frequency: string;