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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-05-04 14:31:17 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-05-04 14:31:17 +0000 |
commit | 8020f71afd34d7696d7933659df2d763ab05542f (patch) | |
tree | 2fdf1b5447ffd8bdd61e702ca183e814afdcb4fc /collectors/python.d.plugin/nvidia_smi/README.md | |
parent | Initial commit. (diff) | |
download | netdata-upstream.tar.xz netdata-upstream.zip |
Adding upstream version 1.37.1.upstream/1.37.1upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'collectors/python.d.plugin/nvidia_smi/README.md')
-rw-r--r-- | collectors/python.d.plugin/nvidia_smi/README.md | 66 |
1 files changed, 66 insertions, 0 deletions
diff --git a/collectors/python.d.plugin/nvidia_smi/README.md b/collectors/python.d.plugin/nvidia_smi/README.md new file mode 100644 index 0000000..bb41694 --- /dev/null +++ b/collectors/python.d.plugin/nvidia_smi/README.md @@ -0,0 +1,66 @@ +<!-- +title: "Nvidia GPU monitoring with Netdata" +custom_edit_url: https://github.com/netdata/netdata/edit/master/collectors/python.d.plugin/nvidia_smi/README.md +sidebar_label: "Nvidia GPUs" +--> + +# Nvidia GPU monitoring with Netdata + +Monitors performance metrics (memory usage, fan speed, pcie bandwidth utilization, temperature, etc.) using `nvidia-smi` cli tool. + +> **Warning**: this collector does not work when the Netdata Agent is [running in a container](https://learn.netdata.cloud/docs/agent/packaging/docker). + + +## Requirements and Notes + +- You must have the `nvidia-smi` tool installed and your NVIDIA GPU(s) must support the tool. Mostly the newer high end models used for AI / ML and Crypto or Pro range, read more about [nvidia_smi](https://developer.nvidia.com/nvidia-system-management-interface). +- You must enable this plugin, as its disabled by default due to minor performance issues: + ```bash + cd /etc/netdata # Replace this path with your Netdata config directory, if different + sudo ./edit-config python.d.conf + ``` + Remove the '#' before nvidia_smi so it reads: `nvidia_smi: yes`. + +- On some systems when the GPU is idle the `nvidia-smi` tool unloads and there is added latency again when it is next queried. If you are running GPUs under constant workload this isn't likely to be an issue. +- Currently the `nvidia-smi` tool is being queried via cli. Updating the plugin to use the nvidia c/c++ API directly should resolve this issue. See discussion here: <https://github.com/netdata/netdata/pull/4357> +- Contributions are welcome. +- Make sure `netdata` user can execute `/usr/bin/nvidia-smi` or wherever your binary is. +- If `nvidia-smi` process [is not killed after netdata restart](https://github.com/netdata/netdata/issues/7143) you need to off `loop_mode`. +- `poll_seconds` is how often in seconds the tool is polled for as an integer. + +## Charts + +It produces the following charts: + +- PCI Express Bandwidth Utilization in `KiB/s` +- Fan Speed in `percentage` +- GPU Utilization in `percentage` +- Memory Bandwidth Utilization in `percentage` +- Encoder/Decoder Utilization in `percentage` +- Memory Usage in `MiB` +- Temperature in `celsius` +- Clock Frequencies in `MHz` +- Power Utilization in `Watts` +- Memory Used by Each Process in `MiB` +- Memory Used by Each User in `MiB` +- Number of User on GPU in `num` + +## Configuration + +Edit the `python.d/nvidia_smi.conf` configuration file using `edit-config` from the Netdata [config +directory](/docs/configure/nodes.md), which is typically at `/etc/netdata`. + +```bash +cd /etc/netdata # Replace this path with your Netdata config directory, if different +sudo ./edit-config python.d/nvidia_smi.conf +``` + +Sample: + +```yaml +loop_mode : yes +poll_seconds : 1 +exclude_zero_memory_users : yes +``` + + |