932 lines
24 KiB
JSON
932 lines
24 KiB
JSON
{
|
|
"__inputs": [
|
|
{
|
|
"name": "DS_PROMETHEUS",
|
|
"label": "prometheus",
|
|
"description": "",
|
|
"type": "datasource",
|
|
"pluginId": "prometheus",
|
|
"pluginName": "Prometheus"
|
|
}
|
|
],
|
|
"__elements": {},
|
|
"__requires": [
|
|
{
|
|
"type": "grafana",
|
|
"id": "grafana",
|
|
"name": "Grafana",
|
|
"version": "10.2.3"
|
|
},
|
|
{
|
|
"type": "datasource",
|
|
"id": "prometheus",
|
|
"name": "Prometheus",
|
|
"version": "1.0.0"
|
|
},
|
|
{
|
|
"type": "panel",
|
|
"id": "timeseries",
|
|
"name": "Time series",
|
|
"version": ""
|
|
}
|
|
],
|
|
"annotations": {
|
|
"list": [
|
|
{
|
|
"builtIn": 1,
|
|
"datasource": {
|
|
"type": "grafana",
|
|
"uid": "-- Grafana --"
|
|
},
|
|
"enable": true,
|
|
"hide": true,
|
|
"iconColor": "rgba(0, 211, 255, 1)",
|
|
"name": "Annotations & Alerts",
|
|
"type": "dashboard"
|
|
}
|
|
]
|
|
},
|
|
"description": "Monitoring vLLM Inference Server",
|
|
"editable": true,
|
|
"fiscalYearStartMonth": 0,
|
|
"graphTooltip": 0,
|
|
"id": null,
|
|
"links": [],
|
|
"liveNow": false,
|
|
"panels": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "End to end request latency measured in seconds.",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
},
|
|
"unit": "s"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 0,
|
|
"y": 0
|
|
},
|
|
"id": 9,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.99, sum by(le) (rate(vllm:e2e_request_latency_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P99",
|
|
"range": true,
|
|
"refId": "A",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.95, sum by(le) (rate(vllm:e2e_request_latency_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P95",
|
|
"range": true,
|
|
"refId": "B",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.9, sum by(le) (rate(vllm:e2e_request_latency_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P90",
|
|
"range": true,
|
|
"refId": "C",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.5, sum by(le) (rate(vllm:e2e_request_latency_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P50",
|
|
"range": true,
|
|
"refId": "D",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "rate(vllm:e2e_request_latency_seconds_sum[$__rate_interval])\n/\nrate(vllm:e2e_request_latency_seconds_count[$__rate_interval])",
|
|
"hide": false,
|
|
"instant": false,
|
|
"legendFormat": "Average",
|
|
"range": true,
|
|
"refId": "E"
|
|
}
|
|
],
|
|
"title": "E2E Request Latency",
|
|
"type": "timeseries"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "Number of tokens processed per second",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 12,
|
|
"y": 0
|
|
},
|
|
"id": 8,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "rate(vllm:prompt_tokens_total[$__rate_interval])",
|
|
"fullMetaSearch": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "Prompt Tokens/Sec",
|
|
"range": true,
|
|
"refId": "A",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "rate(vllm:generation_tokens_total[$__rate_interval])",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "Generation Tokens/Sec",
|
|
"range": true,
|
|
"refId": "B",
|
|
"useBackend": false
|
|
}
|
|
],
|
|
"title": "Token Throughput",
|
|
"type": "timeseries"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "Inter token latency in seconds.",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
},
|
|
"unit": "s"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 0,
|
|
"y": 8
|
|
},
|
|
"id": 10,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.99, sum by(le) (rate(vllm:time_per_output_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P99",
|
|
"range": true,
|
|
"refId": "A",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.95, sum by(le) (rate(vllm:time_per_output_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P95",
|
|
"range": true,
|
|
"refId": "B",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.9, sum by(le) (rate(vllm:time_per_output_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P90",
|
|
"range": true,
|
|
"refId": "C",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.5, sum by(le) (rate(vllm:time_per_output_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P50",
|
|
"range": true,
|
|
"refId": "D",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "rate(vllm:time_per_output_token_seconds_sum[$__rate_interval])\n/\nrate(vllm:time_per_output_token_seconds_count[$__rate_interval])",
|
|
"hide": false,
|
|
"instant": false,
|
|
"legendFormat": "Mean",
|
|
"range": true,
|
|
"refId": "E"
|
|
}
|
|
],
|
|
"title": "Time Per Output Token Latency",
|
|
"type": "timeseries"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "Number of requests in RUNNING, WAITING, and SWAPPED state",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
},
|
|
"unit": "none"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 12,
|
|
"y": 8
|
|
},
|
|
"id": 3,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "vllm:num_requests_running",
|
|
"fullMetaSearch": false,
|
|
"includeNullMetadata": true,
|
|
"instant": false,
|
|
"legendFormat": "Num Running",
|
|
"range": true,
|
|
"refId": "A",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "vllm:num_requests_swapped",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": true,
|
|
"instant": false,
|
|
"legendFormat": "Num Swapped",
|
|
"range": true,
|
|
"refId": "B",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "vllm:num_requests_waiting",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": true,
|
|
"instant": false,
|
|
"legendFormat": "Num Waiting",
|
|
"range": true,
|
|
"refId": "C",
|
|
"useBackend": false
|
|
}
|
|
],
|
|
"title": "Scheduler State",
|
|
"type": "timeseries"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "P50, P90, P95, and P99 TTFT latency in seconds.",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
},
|
|
"unit": "s"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 0,
|
|
"y": 16
|
|
},
|
|
"id": 5,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.99, sum by(le) (rate(vllm:time_to_first_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P99",
|
|
"range": true,
|
|
"refId": "A",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.95, sum by(le) (rate(vllm:time_to_first_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P95",
|
|
"range": true,
|
|
"refId": "B",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.9, sum by(le) (rate(vllm:time_to_first_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P90",
|
|
"range": true,
|
|
"refId": "C",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"disableTextWrap": false,
|
|
"editorMode": "builder",
|
|
"expr": "histogram_quantile(0.5, sum by(le) (rate(vllm:time_to_first_token_seconds_bucket[$__rate_interval])))",
|
|
"fullMetaSearch": false,
|
|
"hide": false,
|
|
"includeNullMetadata": false,
|
|
"instant": false,
|
|
"legendFormat": "P50",
|
|
"range": true,
|
|
"refId": "D",
|
|
"useBackend": false
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "rate(vllm:time_to_first_token_seconds_sum[$__rate_interval])\n/\nrate(vllm:time_to_first_token_seconds_count[$__rate_interval])",
|
|
"hide": false,
|
|
"instant": false,
|
|
"legendFormat": "Average",
|
|
"range": true,
|
|
"refId": "E"
|
|
}
|
|
],
|
|
"title": "Time To First Token Latency",
|
|
"type": "timeseries"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"description": "Percentage of used cache blocks by vLLM.",
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "line",
|
|
"fillOpacity": 0,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 1,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "auto",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 80
|
|
}
|
|
]
|
|
},
|
|
"unit": "percentunit"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 12,
|
|
"y": 16
|
|
},
|
|
"id": 4,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": [],
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "single",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "vllm:gpu_cache_usage_perc",
|
|
"instant": false,
|
|
"legendFormat": "GPU Cache Usage",
|
|
"range": true,
|
|
"refId": "A"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "${DS_PROMETHEUS}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "vllm:cpu_cache_usage_perc",
|
|
"hide": false,
|
|
"instant": false,
|
|
"legendFormat": "CPU Cache Usage",
|
|
"range": true,
|
|
"refId": "B"
|
|
}
|
|
],
|
|
"title": "Cache Utilization",
|
|
"type": "timeseries"
|
|
}
|
|
],
|
|
"refresh": "",
|
|
"schemaVersion": 39,
|
|
"tags": [],
|
|
"templating": {
|
|
"list": []
|
|
},
|
|
"time": {
|
|
"from": "now-5m",
|
|
"to": "now"
|
|
},
|
|
"timepicker": {},
|
|
"timezone": "",
|
|
"title": "vLLM",
|
|
"uid": "b281712d-8bff-41ef-9f3f-71ad43c05e9b",
|
|
"version": 2,
|
|
"weekStart": ""
|
|
}
|