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GPU Inclusion Ideas
micdoher edited this page Jul 12, 2019
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GPU Dashboard How to display GPU dashboard in CCP Until it is available in CCP, GPU dashboard can be displayed by importing the following json config in Grafana
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": "-- Grafana --",
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"editable": true,
"gnetId": null,
"graphTooltip": 0,
"id": 4,
"links": [],
"panels": [
{
"aliasColors": {},
"bars": false,
"dashLength": 10,
"dashes": false,
"fill": 1,
"gridPos": {
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"w": 12,
"x": 0,
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},
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"legend": {
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"current": false,
"max": false,
"min": false,
"show": true,
"total": false,
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},
"lines": true,
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"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "nvidia_gpu_memory_used_bytes",
"format": "time_series",
"intervalFactor": 1,
"refId": "A"
},
{
"expr": "nvidia_gpu_memory_total_bytes",
"format": "time_series",
"intervalFactor": 1,
"refId": "B"
}
],
"thresholds": [],
"timeFrom": null,
"timeRegions": [],
"timeShift": null,
"title": "Memory Available vs Used",
"tooltip": {
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
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"mode": "time",
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"show": true,
"values": []
},
"yaxes": [
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{
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"show": true
}
],
"yaxis": {
"align": false,
"alignLevel": null
}
},
{
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"bars": false,
"dashLength": 10,
"dashes": false,
"fill": 1,
"gridPos": {
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},
"id": 6,
"legend": {
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"lines": true,
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"links": [],
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"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "nvidia_gpu_power_usage_milliwatts",
"format": "time_series",
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"refId": "A"
}
],
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"title": "Power",
"tooltip": {
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},
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"show": true
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"yaxis": {
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}
},
{
"aliasColors": {},
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"dashLength": 10,
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"fill": 1,
"gridPos": {
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"x": 0,
"y": 9
},
"id": 2,
"legend": {
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"current": false,
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"min": false,
"show": true,
"total": false,
"values": false
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "nvidia_gpu_num_devices",
"format": "time_series",
"intervalFactor": 1,
"refId": "A"
},
{
"expr": "",
"format": "time_series",
"intervalFactor": 1,
"refId": "B"
}
],
"thresholds": [],
"timeFrom": null,
"timeRegions": [],
"timeShift": null,
"title": "GPU Count",
"tooltip": {
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
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"mode": "time",
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"show": true
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{
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"show": true
}
],
"yaxis": {
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}
},
{
"aliasColors": {},
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"legend": {
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"min": false,
"show": true,
"total": false,
"values": false
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "nvidia_gpu_temperature_celsius",
"format": "time_series",
"intervalFactor": 1,
"refId": "A"
}
],
"thresholds": [],
"timeFrom": null,
"timeRegions": [],
"timeShift": null,
"title": "Temperature",
"tooltip": {
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
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"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
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"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
}
],
"yaxis": {
"align": false,
"alignLevel": null
}
}
],
"refresh": false,
"schemaVersion": 16,
"style": "dark",
"tags": [],
"templating": {
"list": []
},
"time": {
"from": "2019-06-17T17:40:27.966Z",
"to": "2019-06-17T21:26:57.370Z"
},
"timepicker": {
"refresh_intervals": [
"5s",
"10s",
"30s",
"1m",
"5m",
"15m",
"30m",
"1h",
"2h",
"1d"
],
"time_options": [
"5m",
"15m",
"1h",
"6h",
"12h",
"24h",
"2d",
"7d",
"30d"
]
},
"timezone": "",
"title": "GPU Dashboard",
"uid": "gS4_pEnZz",
"version": 2
}