| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr.
The following function appends information such as PID, user name, CPU usage, memory usage, GPU memory usage, program arguments and run time of processes that are being run on the GPU, to the output of nvidia-smi: function better-nvidia-smi () ') \ Please feel free to use it as a dependency for your own projects. Note: nvitop is dual-licensed by the GPLv3 License and Apache-2.0 License. 'process/gpu_memory_utilization': this_process.gpu_memory_utilization(), 'process/gpu_sm_utilization': this_process.gpu_sm_utilization(), 'process/used_gpu_memory': float(this_process.gpu_memory()) / (1 << 20), # convert bytes to MiBs 'process/memory_percent': this_mory_percent(), 'process/cpu_percent': this_process.cpu_percent(), 'host/memory_percent': host.virtual_memory().percent, 'device/gpu_utilization': device.gpu_utilization(), 'device/memory_utilization': mory_utilization(), 'device/memory_used': float(mory_used()) / (1 << 20), # convert bytes to MiBs This_process = GpuProcess(os.getpid(), device) For example, integrate into PyTorch training code: import osįrom re import host, CudaDevice, HostProcess, GpuProcessįrom import SummaryWriter In addition, nvitop can be integrated into other applications. Nvitop comes with a tree-view screen and an environment screen: You can interrupt or kill your processes on the GPUs.
Besides, it is responsive for user inputs in monitor mode. Nvitop will show the GPU status like nvidia-smi but with additional fancy bars and history graphs.įor the processes, it will use psutil to collect process information and display the USER, %CPU, %MEM, TIME and COMMAND fields, which is much more detailed than nvidia-smi. Install the latest version from GitHub: pip3 install git+ Install from PyPI: pip3 install -upgrade nvitop It is written in pure Python and is easy to install. Recently, I have written a monitoring tool called nvitop, the interactive NVIDIA-GPU process viewer. | Fan Temp Power Usage /Cap | Memory Usage | GPU Util. There also is a list of compute processes and few more options but my graphic card (GeForce 9600 GT) is not fully supported. For Nvidia GPUs there is a tool nvidia-smi that can show memory usage, GPU utilization and temperature of GPU.
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