telegraf/plugins/inputs/nvidia_smi

nvidia-smi Input Plugin

This plugin uses a query on the nvidia-smi binary to pull GPU stats including memory and GPU usage, temp and other.

Configuration

# Pulls statistics from nvidia GPUs attached to the host
[[inputs.nvidia_smi]]
  ## Optional: path to nvidia-smi binary, defaults to $PATH via exec.LookPath
  # bin_path = "/usr/bin/nvidia-smi"

  ## Optional: timeout for GPU polling
  # timeout = "5s"

Windows

On Windows, nvidia-smi is generally located at C:\Program Files\NVIDIA Corporation\NVSMI\nvidia-smi.exe

Metrics

• measurement: nvidia_smi
  • tags
    • name (type of GPU e.g. GeForce GTX 1070 Ti)
    • compute_mode (The compute mode of the GPU e.g. Default)
    • index (The port index where the GPU is connected to the motherboard e.g. 1)
    • pstate (Overclocking state for the GPU e.g. P0)
    • uuid (A unique identifier for the GPU e.g. GPU-f9ba66fc-a7f5-94c5-da19-019ef2f9c665)
  • fields
    • fan_speed (integer, percentage)
    • memory_free (integer, MiB)
    • memory_used (integer, MiB)
    • memory_total (integer, MiB)
    • power_draw (float, W)
    • temperature_gpu (integer, degrees C)
    • utilization_gpu (integer, percentage)
    • utilization_memory (integer, percentage)
    • pcie_link_gen_current (integer)
    • pcie_link_width_current (integer)
    • encoder_stats_session_count (integer)
    • encoder_stats_average_fps (integer)
    • encoder_stats_average_latency (integer)
    • clocks_current_graphics (integer, MHz)
    • clocks_current_sm (integer, MHz)
    • clocks_current_memory (integer, MHz)
    • clocks_current_video (integer, MHz)

Sample Query

The below query could be used to alert on the average temperature of the your GPUs over the last minute

SELECT mean("temperature_gpu") FROM "nvidia_smi" WHERE time > now() - 5m GROUP BY time(1m), "index", "name", "host"

Example Output

nvidia_smi,compute_mode=Default,host=8218cf,index=0,name=GeForce\ GTX\ 1070,pstate=P2,uuid=GPU-823bc202-6279-6f2c-d729-868a30f14d96 fan_speed=100i,memory_free=7563i,memory_total=8112i,memory_used=549i,temperature_gpu=53i,utilization_gpu=100i,utilization_memory=90i 1523991122000000000
nvidia_smi,compute_mode=Default,host=8218cf,index=1,name=GeForce\ GTX\ 1080,pstate=P2,uuid=GPU-f9ba66fc-a7f5-94c5-da19-019ef2f9c665 fan_speed=100i,memory_free=7557i,memory_total=8114i,memory_used=557i,temperature_gpu=50i,utilization_gpu=100i,utilization_memory=85i 1523991122000000000
nvidia_smi,compute_mode=Default,host=8218cf,index=2,name=GeForce\ GTX\ 1080,pstate=P2,uuid=GPU-d4cfc28d-0481-8d07-b81a-ddfc63d74adf fan_speed=100i,memory_free=7557i,memory_total=8114i,memory_used=557i,temperature_gpu=58i,utilization_gpu=100i,utilization_memory=86i 1523991122000000000