nvhtop
gpustat
| nvhtop | gpustat | |
|---|---|---|
| 1 | 7 | |
| 21 | 3,868 | |
| - | - | |
| 10.0 | 6.7 | |
| over 4 years ago | 4 months ago | |
| Python | Python | |
| MIT License | MIT License |
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nvhtop
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Gentle introduction to GPUs inner workings
For NVIDIA GPUs, Nsight systems is wildly detailed and has both GUI and CLI options: https://developer.nvidia.com/nsight-systems
For DL specifically, this article covers a couple of options that actually plug into the framework: https://developer.nvidia.com/blog/profiling-and-optimizing-d...
nvidia-smi is the core tool most folks use for quick "top"-like output, but there is also an htop equivalent: https://github.com/shunk031/nvhtop
A lot of other tools are build on top of the low-level NVML library (https://developer.nvidia.com/nvidia-management-library-nvml). There are also Python NVML bindings if you need to write your own monitoring tools.
gpustat
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Nvtop: Linux Task Monitor for Nvidia, AMD and Intel GPUs
My favorite would be gpustat [1]. This shows the bare minimum amount of information to let's me know that the training has problems/running well
[1] https://github.com/wookayin/gpustat
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Unable to see processes running on gpu using nvidia-smi command
I have also tried gpustat(https://github.com/wookayin/gpustat) it still does not give me the process ids running.I get the following error
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CUDA out of memory Error
Do you have steam or other gaming platforms installed? There may be another service using ram. You could also check the ram with a cli tool https://github.com/wookayin/gpustat
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Firefox supports AV1 hardware acceleration on Linux
You can compare your CPU and GPU loads. For nvidia you can use gpustat or nvidia-smi I guess. For intel there is intel_gpu_top.
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[P] A webapp for monitoring GPU machines
I created a webapp for monitoring the GPU machines I am working with. Maybe it will be useful to someone else here. The app aggregates the output from gpustat across all machines and displays them on a single page.
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Gentle introduction to GPUs inner workings
I personally like gpustat -- it's a nvidia-smi wrapper but it has colors...
They also i guess now have a web sever plugged into it which seems pretty cool
https://github.com/wookayin/gpustat
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any monitoring tools for nouveau
Did you try gpustat?
What are some alternatives?
gpustat-web - 👓 A web interface of gpustat: monitor GPU clusters at a look
nvtop - GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm
duckduckgo-locales - Translation files for <a href="https://duckduckgo.com"> </a>
LACT - Linux AMDGPU Controller
tf-quant-finance - High-performance TensorFlow library for quantitative finance.
nvidia-vaapi-driver - A VA-API implemention using NVIDIA's NVDEC
pyshader - Write modern GPU shaders in Python!
server-dashboard - A webapp for monitoring GPU machines, written in Vue.js and Flask.
nvitop - An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
stats - macOS system monitor in your menu bar