Grafana dashboard: NVIDIA MIG DCGM Exporter Dashboard
Description: This dashboard is to display the metrics from DCGM Exporter on a Kubernetes (1.13+) cluster using GPUs in MIG mode

This dashboard displays GPU metrics for NVIDIA GPUs in MIG mode.

{
  "__inputs": [
    {
      "name": "Prometheus",
      "label": "Prometheus",
      "description": "",
      "type": "datasource",
      "pluginId": "prometheus",
      "pluginName": "Prometheus"
    }
  ],
  "__requires": [
    {
      "type": "panel",
      "id": "gauge",
      "name": "Gauge",
      "version": ""
    },
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "6.7.3"
    },
    {
      "type": "panel",
      "id": "graph",
      "name": "Graph",
      "version": ""
    },
    {
      "type": "datasource",
      "id": "prometheus",
      "name": "Prometheus",
      "version": "1.0.0"
    }
  ],
  "annotations": {
    "list": [
      {
        "$$hashKey": "object:192",
        "builtIn": 1,
        "datasource": "-- Grafana --",
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "description": "This dashboard is to display the metrics from DCGM Exporter on a Kubernetes (1.13+) cluster using GPUs in MIG mode",
  "editable": true,
  "gnetId": 16640,
  "graphTooltip": 0,
  "id": null,
  "iteration": 1588401887165,
  "links": [],
  "panels": [
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 0
      },
      "hiddenSeries": false,
      "id": 6,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_PROF_GR_ENGINE_ACTIVE{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU Utilization",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "cumulative"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "percent",
          "label": null,
          "logBase": 1,
          "max": "100",
          "min": "0",
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 8
      },
      "hiddenSeries": false,
      "id": 18,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_DEV_FB_USED{instance=~\"${instance}\", gpu=~\"${gpu}\"} / (DCGM_FI_DEV_FB_USED{instance=~\"${instance}\", gpu=~\"${gpu}\"} + DCGM_FI_DEV_FB_FREE{instance=~\"${instance}\", gpu=~\"${gpu}\"}) * 100",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU Framebuffer Mem Used (Percentage)",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "percent",
          "label": null,
          "logBase": 1,
          "max": 100,
          "min": 0,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 8
      },
      "hiddenSeries": false,
      "id": 18,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_DEV_FB_USED{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU Framebuffer Mem Used (Absolute)",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "decmbytes",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 16
      },
      "hiddenSeries": false,
      "id": 4,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_PROF_PIPE_TENSOR_ACTIVE{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "Tensor Core Utilization",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "cumulative"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "percentunit",
          "label": null,
          "logBase": 1,
          "max": "1",
          "min": "0",
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 16
      },
      "hiddenSeries": false,
      "id": 2,
      "interval": "",
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "sideWidth": null,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_DEV_SM_CLOCK{instance=~\"${instance}\", gpu=~\"${gpu}\"} * 1000000",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 1,
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU SM Clocks",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "decimals": null,
          "format": "hertz",
          "label": "",
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 24
      },
      "hiddenSeries": false,
      "id": 12,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_DEV_GPU_TEMP{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "instant": false,
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU Temperature",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "celsius",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "datasource": "Prometheus",
      "gridPos": {
        "h": 8,
        "w": 6,
        "x": 3,
        "y": 32
      },
      "id": 14,
      "options": {
        "fieldOptions": {
          "calcs": [
            "mean"
          ],
          "defaults": {
            "color": {
              "mode": "thresholds"
            },
            "mappings": [],
            "max": 100,
            "min": 0,
            "thresholds": {
              "mode": "absolute",
              "steps": [
                {
                  "color": "green",
                  "value": null
                },
                {
                  "color": "#EAB839",
                  "value": 83
                },
                {
                  "color": "red",
                  "value": 87
                }
              ]
            },
            "unit": "celsius"
          },
          "overrides": [],
          "values": false
        },
        "orientation": "auto",
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "6.7.3",
      "targets": [
        {
          "expr": "avg(DCGM_FI_DEV_GPU_TEMP{instance=~\"${instance}\", gpu=~\"${gpu}\"})",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "timeFrom": null,
      "timeShift": null,
      "title": "GPU Avg. Temp",
      "type": "gauge"
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "Prometheus",
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 24
      },
      "hiddenSeries": false,
      "id": 10,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "nullPointMode": "null",
      "options": {
        "dataLinks": []
      },
      "percentage": false,
      "pluginVersion": "6.5.2",
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "DCGM_FI_DEV_POWER_USAGE{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "GPU Power Usage",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "watt",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "cacheTimeout": null,
      "datasource": "Prometheus",
      "gridPos": {
        "h": 8,
        "w": 6,
        "x": 15,
        "y": 32
      },
      "id": 16,
      "links": [],
      "options": {
        "fieldOptions": {
          "calcs": [
            "last"
          ],
          "defaults": {
            "color": {
              "mode": "thresholds"
            },
            "mappings": [],
            "max": 2400,
            "min": 0,
            "nullValueMode": "connected",
            "thresholds": {
              "mode": "absolute",
              "steps": [
                {
                  "color": "green",
                  "value": null
                },
                {
                  "color": "#EAB839",
                  "value": 1800
                },
                {
                  "color": "red",
                  "value": 2200
                }
              ]
            },
            "unit": "watt"
          },
          "overrides": [],
          "values": false
        },
        "orientation": "horizontal",
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "6.7.3",
      "targets": [
        {
          "expr": "sum(DCGM_FI_DEV_POWER_USAGE{instance=~\"${instance}\", gpu=~\"${gpu}\"})",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "timeFrom": null,
      "timeShift": null,
      "title": "GPU Power Total",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "prometheus"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "links": [],
          "mappings": [
            {
              "options": {
                "0": {
                  "color": "green",
                  "index": 0,
                  "text": "Licensed"
                },
                "1": {
                  "color": "red",
                  "index": 1,
                  "text": "Unlicensed"
                }
              },
              "type": "value"
            }
          ],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 40
      },
      "id": 6,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "last"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "9.0.2",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "prometheus"
          },
          "expr": "DCGM_FI_DEV_VGPU_LICENSE_STATUS{instance=~\"${instance}\", gpu=~\"${gpu}\"}",
          "interval": "",
          "legendFormat": "{{modelName}} GPU ID: {{gpu}} Instance ID: {{GPU_I_ID}} Profile: {{GPU_I_PROFILE}}",
          "refId": "A"
        }
      ],
      "title": "vGPU Liscense Status",
      "type": "stat"
    }
  ],
  "refresh": false,
  "schemaVersion": 22,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "allValue": null,
        "current": {},
        "datasource": "Prometheus",
        "definition": "label_values(DCGM_FI_DEV_FB_FREE, instance)",
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": true,
        "name": "instance",
        "options": [],
        "query": "label_values(DCGM_FI_DEV_FB_FREE, instance)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 0,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "Prometheus",
        "definition": "label_values(gpu)",
        "hide": 0,
        "includeAll": true,
        "index": -1,
        "label": null,
        "multi": true,
        "name": "gpu",
        "options": [],
        "query": "label_values(gpu)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      }
    ]
  },
  "time": {
    "from": "now-15m",
    "to": "now"
  },
  "timepicker": {
    "refresh_intervals": [
      "5s",
      "10s",
      "30s",
      "1m",
      "5m",
      "15m",
      "30m",
      "1h",
      "2h",
      "1d"
    ]
  },
  "timezone": "",
  "title": "NVIDIA MIG DCGM Exporter Dashboard",
  "uid": "Oxed_c6Wz1",
  "variables": {
    "list": []
  },
  "version": 1
}