How To: NVIDIA-SMI Cheat Sheet

Document Scope:

This cheat sheet provides a quick reference guide for using NVIDIA System Management Interface (NVIDIA-SMI) commands to monitor and manage NVIDIA GPU devices on Linux systems. It includes common commands and their descriptions to help users quickly access GPU-related information and perform basic management tasks.

Commands:

• nvidia-smi
  • Description: Displays overall GPU information, including utilization, temperature, memory usage, and more.

  • Usage:
     

    nvidia-smi 

• nvidia-smi -L
  • Description: Lists all detected GPU devices along with their unique identifiers.

  • Usage:
     

    nvidia-smi -L 

• nvidia-smi -q
  • Description: Queries and displays detailed information about GPU devices, including temperature, power usage, clock speeds, and more.

  • Usage:
     

    nvidia-smi -q 

• nvidia-smi -a
  • Description: Displays all available GPU information, including utilization, memory usage, clock speeds, and more.

  • Usage:
     

    nvidia-smi -a 

• nvidia-smi -i [gpu_index]
  • Description: Displays detailed information about a specific GPU device identified by its index.

  • Usage:
     

    nvidia-smi -i 0

• nvidia-smi --format=csv --query-gpu=index,name,memory.total,memory.used,memory.free
  • Description: Displays GPU information in CSV format, including index, name, total memory, used memory, and free memory.

  • Usage:
     

    nvidia-smi --format=csv --query-gpu=index,name,memory.total,memory.used,memory.free

• nvidia-smi --query-gpu=utilization.gpu,utilization.memory --format=csv
  • Description: Displays GPU utilization metrics (GPU and memory) in CSV format.

  • Usage:
     

    nvidia-smi --query-gpu=utilization.gpu,utilization.memory --format=csv 

• nvidia-smi -r
  • Description: Resets the persistence mode of all GPUs to default.

  • Usage:
     

    nvidia-smi -r 

    
     

• nvidia-smi --help
  • Description: Displays a list of available NVIDIA-SMI command-line options and their descriptions.

  • Usage:
     

    nvidia-smi --help

• Gather GPU Performance Information

  • Description: Gathers information such as, Clock Speed , Power Details and Performance information.

  • Usage:
     

    Supported Clock Values: nvidia-smi -q -d SUPPORTED_CLOCKS
    Current GPU Clock: nvidia-smi -q -d CLOCK
    GPU Memory Details: nvidia-smi -q -d MEMORY
    GPU Power Details: nvidia-smi -q -d POWER
    GPU Performance Details: nvidia-smi -q -d PERFORMANCE

• GPU Performance state

  • P-States are GPU active/executing performance capability and power consumption states.

    P-States range from P0 to P15, with P0 being the highest performance/power state, and P15 being the lowest performance/power state. Each P-State maps to a performance level. Not all P-States are available on a given system. The definition of each P-States are currently as follows:

  • Usage:
     
    • P0/P1 - Maximum 3D performance
    • P2/P3 - Balanced 3D performance-power
    • P8 - Basic HD video playback
    • P10 - DVD playback
    • P12 - Minimum idle power consumption

• Power:

  power.min_limit: Minimum power limit that can be set for GPU (watts)

  power.max_limit: Maximum power limit that can be set for GPU (watts)

  power.draw: Power being consumed by GPU at this moment (watts)

  nvidia-smi --query-gpu=power.min_limit,power.max_limit,power.draw --format=csv

• Temperature

  temperature.gpu: GPU temperature (C)

  temperature.memory: HBM memory temperature (C)

  nvidia-smi --query-gpu=temperature.gpu,temperature.memory --format=csv

• Current Clock Values

  clocks.current.sm

  clocks.current.memory

  clocks.current.graphics

  clocks.current.video

  nvidia-smi --query-gpu=clocks.current.sm,clocks.current.memory,clocks.current.graphics,clocks.current.video --format=csv

• Utilization

  utilization.gpu: Percent of sampling interval time that GPU was being used.

  utilization.memory: Percent of sampling interval time that device memory was being used.

  nvidia-smi --query-gpu=utilization.gpu,utilization.memory --format=csv

• Modes

  persistence_mode: Current persistence mode

  ecc.mode.current: Current ECC mode

  mig.mode.current: Current MIG mode

  nvidia-smi --query-gpu=persistence_mode,ecc.mode.current,mig.mode.current --format=csv

• ECC Mode

  nvidia-smi -e 1 enable

  nvidia-smi -e 0 disable

• Persistent Mode

  nvidia-smi -pm 1 enable

  nvidia-smi -pm 0 disable

• Speed

  pcie.link.gen.max # Max Link Speed

  pcie.link.gen.current # Current Link Speed

  nvidia-smi --query-gpu=pcie.link.gen.max,pcie.link.gen.current  --format=csv

• Monitor GPU Performance

  nvidia-smi dmon -s pceutv

• Monitor GPU Processes

  nvidia-smi pmon

Conclusion:

The NVIDIA-SMI cheat sheet provides users with a handy reference for accessing and managing NVIDIA GPU devices on Linux systems using the command line. By familiarizing themselves with these commands, users can efficiently monitor GPU performance, troubleshoot issues, and optimize system resources for their GPU-accelerated applications. Experimenting with different command options and combinations can further enhance users' understanding of their NVIDIA GPU devices and their capabilities.