From 15ecf0b910e0bb93c344054abe64117ca930d9b1 Mon Sep 17 00:00:00 2001 From: RamanaReddy8801 Date: Tue, 31 Oct 2023 15:48:56 +0530 Subject: [PATCH 1/6] NVIDIA DCGM - New AI Quickstart --- .../nvidia-dcgm/HighTemperature.yml | 27 ++ alert-policies/nvidia-dcgm/XidError.yml | 27 ++ dashboards/nvidia-dcgm/nvidia-dcgm.json | 246 ++++++++++++++++++ dashboards/nvidia-dcgm/nvidia-dcgm01.png | Bin 0 -> 340749 bytes data-sources/nvidia-dcgm/config.yml | 13 + data-sources/nvidia-dcgm/logo.png | Bin 0 -> 53090 bytes quickstarts/nvidia-dcgm/config.yml | 37 +++ quickstarts/nvidia-dcgm/logo.png | Bin 0 -> 53090 bytes 8 files changed, 350 insertions(+) create mode 100644 alert-policies/nvidia-dcgm/HighTemperature.yml create mode 100644 alert-policies/nvidia-dcgm/XidError.yml create mode 100644 dashboards/nvidia-dcgm/nvidia-dcgm.json create mode 100644 dashboards/nvidia-dcgm/nvidia-dcgm01.png create mode 100644 data-sources/nvidia-dcgm/config.yml create mode 100644 data-sources/nvidia-dcgm/logo.png create mode 100644 quickstarts/nvidia-dcgm/config.yml create mode 100644 quickstarts/nvidia-dcgm/logo.png diff --git a/alert-policies/nvidia-dcgm/HighTemperature.yml b/alert-policies/nvidia-dcgm/HighTemperature.yml new file mode 100644 index 0000000000..efeaec7672 --- /dev/null +++ b/alert-policies/nvidia-dcgm/HighTemperature.yml @@ -0,0 +1,27 @@ +name: High GPU Temperature + +description: |+ + This alert is triggered when the Nvidia GPU Temperature is above 90%. + +type: STATIC +nrql: + query: "SELECT latest(DCGM_FI_DEV_GPU_TEMP) AS 'gpu temperature' FROM Metric WHERE metricName LIKE 'DCGM_FI_DEV_GPU_TEMP'" + +# Function used to aggregate the NRQL query value(s) for comparison to the terms.threshold (Default: SINGLE_VALUE) +valueFunction: SINGLE_VALUE + +# List of Critical and Warning thresholds for the condition +terms: + - priority: CRITICAL + # Operator used to compare against the threshold. + operator: ABOVE + # Value that triggers a violation + threshold: 90 + # Time in seconds; 120 - 3600 + thresholdDuration: 300 + # How many data points must be in violation for the duration + thresholdOccurrences: ALL + +# Duration after which a violation automatically closes +# Time in seconds; 300 - 2592000 (Default: 86400 [1 day]) +violationTimeLimitSeconds: 86400 diff --git a/alert-policies/nvidia-dcgm/XidError.yml b/alert-policies/nvidia-dcgm/XidError.yml new file mode 100644 index 0000000000..e5346761c1 --- /dev/null +++ b/alert-policies/nvidia-dcgm/XidError.yml @@ -0,0 +1,27 @@ +name: XID Error + +description: |+ + This alert is triggered when the error is higher than 3 for 5 minutes. + +type: STATIC +nrql: + query: "SELECT latest(DCGM_FI_DEV_XID_ERRORS) AS 'errors' FROM Metric WHERE metricName like 'DCGM_FI_DEV_XID_ERRORS'" + +# Function used to aggregate the NRQL query value(s) for comparison to the terms.threshold (Default: SINGLE_VALUE) +valueFunction: SINGLE_VALUE + +# List of Critical and Warning thresholds for the condition +terms: + - priority: CRITICAL + # Operator used to compare against the threshold. + operator: ABOVE + # Value that triggers a violation + threshold: 3 + # Time in seconds; 120 - 3600 + thresholdDuration: 300 + # How many data points must be in violation for the duration + thresholdOccurrences: ALL + +# Duration after which a violation automatically closes +# Time in seconds; 300 - 2592000 (Default: 86400 [1 day]) +violationTimeLimitSeconds: 86400 diff --git a/dashboards/nvidia-dcgm/nvidia-dcgm.json b/dashboards/nvidia-dcgm/nvidia-dcgm.json new file mode 100644 index 0000000000..413f038e54 --- /dev/null +++ b/dashboards/nvidia-dcgm/nvidia-dcgm.json @@ -0,0 +1,246 @@ +{ + "name": "NVIDIA", + "description": null, + "pages": [ + { + "name": "Overview", + "description": null, + "widgets": [ + { + "title": "", + "layout": { + "column": 1, + "row": 1, + "width": 2, + "height": 2 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.markdown" + }, + "rawConfiguration": { + "text": "![NVIDIA DCGM](https://assets.nvidiagrid.net/ngc/logos/DCGM.png)" + } + }, + { + "title": "GPU Temperature ", + "layout": { + "column": 3, + "row": 1, + "width": 4, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.area" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "legend": { + "enabled": true + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT latest(DCGM_FI_DEV_GPU_TEMP ) AS 'gpu temperature' FROM Metric WHERE metricName LIKE 'DCGM_FI_DEV_GPU_TEMP' TIMESERIES " + } + ], + "platformOptions": { + "ignoreTimeRange": false + }, + "units": { + "unit": "CELSIUS" + } + } + }, + { + "title": "Power usage(%)", + "layout": { + "column": 7, + "row": 1, + "width": 3, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.billboard" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT average(DCGM_FI_DEV_POWER_USAGE) AS 'usage' FROM Metric WHERE metricName LIKE 'DCGM_FI_DEV_POWER_USAGE' " + } + ], + "platformOptions": { + "ignoreTimeRange": false + } + } + }, + { + "title": "Total nvlink bandwidth", + "layout": { + "column": 10, + "row": 1, + "width": 3, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.area" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "legend": { + "enabled": true + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT latest(DCGM_FI_DEV_NVLINK_BANDWIDTH_TOTAL) AS 'nvlink bandwidth' FROM Metric WHERE metricName like 'DCGM_FI_DEV_NVLINK_BANDWIDTH_TOTAL' TIMESERIES " + } + ], + "platformOptions": { + "ignoreTimeRange": false + } + } + }, + { + "title": "", + "layout": { + "column": 1, + "row": 3, + "width": 2, + "height": 2 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.markdown" + }, + "rawConfiguration": { + "text": "**About**\n\nInstrument your application with New Relic - [Add Data](https://one.newrelic.com).\n\nInstrument NVIDIA DCGM with New Relic using the [documentation](https://docs.newrelic.com/).\n\n[Please rate this dashboard](https://docs.google.com/forms/d/e/1FAIpQLSclR38J8WbbB2J1tHnllKUkzWZkJhf4SrJGyavpMd4t82NjnQ/viewform?usp=pp_url&entry.1615922415=nvidia-dcgm) here and let us know how we can improve it for you." + } + }, + { + "title": "Clocks(MHz)", + "layout": { + "column": 3, + "row": 4, + "width": 5, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.area" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "legend": { + "enabled": true + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT latest(DCGM_FI_DEV_MEM_CLOCK) AS 'MEM Clock', latest(DCGM_FI_DEV_SM_CLOCK) AS 'SM Clock' FROM Metric TIMESERIES" + } + ], + "platformOptions": { + "ignoreTimeRange": false + } + } + }, + { + "title": "Framebuffer free (bytes)", + "layout": { + "column": 8, + "row": 4, + "width": 3, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.billboard" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT latest(DCGM_FI_DEV_FB_FREE) AS 'Free', latest(DCGM_FI_DEV_FB_USED) AS 'Used' FROM Metric" + } + ], + "platformOptions": { + "ignoreTimeRange": false + } + } + }, + { + "title": "XID errors", + "layout": { + "column": 11, + "row": 4, + "width": 2, + "height": 3 + }, + "linkedEntityGuids": null, + "visualization": { + "id": "viz.billboard" + }, + "rawConfiguration": { + "facet": { + "showOtherSeries": false + }, + "nrqlQueries": [ + { + "accountIds": [], + "query": "SELECT latest(DCGM_FI_DEV_XID_ERRORS) AS 'errors' FROM Metric WHERE metricName like 'DCGM_FI_DEV_XID_ERRORS'" + } + ], + "platformOptions": { + "ignoreTimeRange": false + } + } + }, + { + "title": "GPU utilisation ", + "layout": { + "column": 1, + "row": 5, + "width": 2, + "height": 2 + }, + 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It helps with performance optimization, fault detection, resource management, energy efficiency, and overall data center health, while also aiding in troubleshooting, security, and compliance. + + ## Comprehensive monitoring quickstart for NVIDIA DCGM + New Relic comprehensive monitoring of your GPU infrastructure in your data center. This setup will allow you to monitor GPU performance and health while leveraging the capabilities of New Relic for data visualization, alerting, and analysis. + + ## What’s included in this quickstart? + New Relic NVIDIA DCGM monitoring quickstart provides quality out-of-the-box reporting: + - Dashboards (power usage, gpu utilisation, clocks, etc) + - Alerts for ZooKeeper (gpu temperature, xid error) + + +summary: | + Monitor and analyze your NVIDIA DCGM infrastructure with New Relic. +icon: logo.png +level: New Relic +authors: + - New Relic + - Ramana Reddy +title: NVIDIA DCGM +documentation: + - name: NVIDIA DCGM integration documentation + description: | + Monitor and instrument your NVIDIA DCGM with New Relic to gain deep insights into your performance. + url: https://docs.newrelic.com/docs/infrastructure/host-integrations/host-integrations-list/nvidia-dcgm-integration/ +keywords: + - NVIDIA DCGM + - dcgm + - gpu +dataSourceIds: + - nvidia-dcgm +dashboards: + - nvidia-dcgm 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a/alert-policies/nvidia-dcgm/HighTemperature.yml b/alert-policies/nvidia-dcgm/HighTemperature.yml index efeaec7672..60232b317c 100644 --- a/alert-policies/nvidia-dcgm/HighTemperature.yml +++ b/alert-policies/nvidia-dcgm/HighTemperature.yml @@ -1,7 +1,7 @@ name: High GPU Temperature description: |+ - This alert is triggered when the Nvidia GPU Temperature is above 90%. + TThis alert is triggered when the NVIDIA GPU Temperature is above 90%. type: STATIC nrql: diff --git a/dashboards/nvidia-dcgm/nvidia-dcgm.json b/dashboards/nvidia-dcgm/nvidia-dcgm.json index 413f038e54..983d116e7e 100644 --- a/dashboards/nvidia-dcgm/nvidia-dcgm.json +++ b/dashboards/nvidia-dcgm/nvidia-dcgm.json @@ -19,7 +19,7 @@ "id": "viz.markdown" }, "rawConfiguration": { - "text": "![NVIDIA DCGM](https://assets.nvidiagrid.net/ngc/logos/DCGM.png)" + "text": "![NVIDIA DCGM](https://github-production-user-asset-6210df.s3.amazonaws.com/104448291/279630087-461421da-3f8b-4d71-bac7-2e20d58b4180.png)" } }, { @@ -83,7 +83,7 @@ } }, { - "title": "Total nvlink bandwidth", + "title": "Total NVLink bandwidth", "layout": { "column": 10, "row": 1, @@ -125,7 +125,7 @@ "id": "viz.markdown" }, "rawConfiguration": { - "text": "**About**\n\nInstrument your application with New Relic - [Add Data](https://one.newrelic.com).\n\nInstrument NVIDIA DCGM with New Relic using the [documentation](https://docs.newrelic.com/).\n\n[Please rate this dashboard](https://docs.google.com/forms/d/e/1FAIpQLSclR38J8WbbB2J1tHnllKUkzWZkJhf4SrJGyavpMd4t82NjnQ/viewform?usp=pp_url&entry.1615922415=nvidia-dcgm) here and let us know how we can improve it for you." + "text": "**About**\n\nInstrument your application with New Relic - [Add Data](https://one.newrelic.com).\n\nInstrument NVIDIA DCGM with New Relic using the [documentation](https://docs.newrelic.com/docs/infrastructure/host-integrations/host-integrations-list/nvidia-dcgm-integration/).\n\n[Please rate this dashboard](https://docs.google.com/forms/d/e/1FAIpQLSclR38J8WbbB2J1tHnllKUkzWZkJhf4SrJGyavpMd4t82NjnQ/viewform?usp=pp_url&entry.1615922415=nvidia-dcgm) here and let us know how we can improve it for you." } }, { diff --git a/data-sources/nvidia-dcgm/logo.png b/data-sources/nvidia-dcgm/logo.png index f8e04906eef68683e9352d78d0a36e8f8a06252b..bf27a117f1c9d2c438bff65b10ff51263b14ece8 100644 GIT binary patch literal 237929 zcmeEucT`i`)-MDQL`6}G(gjfj0qN2~nt~MRHK2$z=_T|gO({{4qDYtCdkIwp6ok-g zLKOl8LJa{zc^f(B-gEEqd*A!_jd2(w$=-Xdz4ltO&)=GxR~l+c7s%xr29?HqFXgE7Ow|-$kK=9yIY&@y9))-AFykY5j z8oRuV@}jEOITrR{8W~x!aODS};LG<}azhRivg-Gxao*!pI76R4dWIxZ|JFB_ z^vIVa^qgy;i0L0jYYo^PL+>PBar}X0N;#(1)|BAeYlgQR)VjnhstN2A8`#fE3LU*p zasgxyWX_reaEB${etL$K6!i6Zd(#A-i9j_P(tWG)=5ufG})q*AasHOw2NKeU%i;8Y}+uW@*HCEN4aySePE7qXnc+}9`5B5aPi$Kb?D za6{~Jwx!DzO2&7jUv%#$%Y>JZJ*lp!aAo>(i&9w8`OQ^p%@oSxB(>Qo!8wbM3~K3- z**Ja+4_?_Uj@a_eV~OZvJL}wcAB4_R-eP}sc>m4gYog_i@3#rAotvXQ(_IoE5-Z*I 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New Relic NVIDIA DCGM monitoring quickstart provides quality out-of-the-box reporting: - - Dashboards (power usage, gpu utilisation, clocks, etc) - - Alerts for ZooKeeper (gpu temperature, xid error) + - Dashboards (power usage, GPU utilisation, clocks, etc) + - Alerts for NVIDIA DCGM (GPU temperature, Xid error) summary: | @@ -27,8 +27,15 @@ documentation: url: https://docs.newrelic.com/docs/infrastructure/host-integrations/host-integrations-list/nvidia-dcgm-integration/ keywords: - NVIDIA DCGM - - dcgm - - gpu + - AI Acceleration + - Machine Learning Acceleration + - GPU Management + - AI Management + - Machine Learning Management + - Deep Learning Performance + - AI Performance + - GPU Optimization + - AI Optimization dataSourceIds: - nvidia-dcgm dashboards: diff --git a/quickstarts/nvidia-dcgm/logo.png b/quickstarts/nvidia-dcgm/logo.png index f8e04906eef68683e9352d78d0a36e8f8a06252b..bf27a117f1c9d2c438bff65b10ff51263b14ece8 100644 GIT binary patch literal 237929 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b/data-sources/nvidia-dcgm/config.yml index 31c79ea019..d78d08ccbd 100644 --- a/data-sources/nvidia-dcgm/config.yml +++ b/data-sources/nvidia-dcgm/config.yml @@ -9,5 +9,12 @@ install: icon: logo.png keywords: - NVIDIA DCGM - - dcgm - - gpu \ No newline at end of file + - AI Acceleration + - Machine Learning Acceleration + - GPU Management + - AI Management + - Machine Learning Management + - Deep Learning Performance + - AI Performance + - GPU Optimization + - AI Optimization \ No newline at end of file diff --git a/quickstarts/nvidia-dcgm/config.yml b/quickstarts/nvidia-dcgm/config.yml index 2b7b6b029d..906f0c787f 100644 --- a/quickstarts/nvidia-dcgm/config.yml +++ b/quickstarts/nvidia-dcgm/config.yml @@ -36,6 +36,7 @@ keywords: - AI Performance - GPU Optimization - AI Optimization + - NR1_addData dataSourceIds: - nvidia-dcgm dashboards: From d31909efc7409cbd9a84485fe503c6085da1397d Mon Sep 17 00:00:00 2001 From: RamanaReddy8801 Date: Wed, 8 Nov 2023 09:02:38 +0530 Subject: [PATCH 5/6] Updated keyword --- data-sources/nvidia-dcgm/config.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data-sources/nvidia-dcgm/config.yml b/data-sources/nvidia-dcgm/config.yml index d78d08ccbd..19e71ce6ef 100644 --- a/data-sources/nvidia-dcgm/config.yml +++ b/data-sources/nvidia-dcgm/config.yml @@ -17,4 +17,5 @@ keywords: - Deep Learning Performance - AI Performance - GPU Optimization - - AI Optimization \ No newline at end of file + - AI Optimization + - NR1_addData \ No newline at end of file From c72e888c54a300faa77a3c1eb9cff2ca6f89ff6f Mon Sep 17 00:00:00 2001 From: RamanaReddy8801 Date: Wed, 8 Nov 2023 20:15:49 +0530 Subject: [PATCH 6/6] Updated dashboard screenshot --- dashboards/nvidia-dcgm/nvidia-dcgm01.png | Bin 340749 -> 385651 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/dashboards/nvidia-dcgm/nvidia-dcgm01.png b/dashboards/nvidia-dcgm/nvidia-dcgm01.png index 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