gpustat
DeepView.Profile
Our great sponsors
| gpustat | DeepView.Profile | |
|---|---|---|
| 7 | 1 | |
| 3,840 | 42 | |
| - | - | |
| 6.7 | 6.8 | |
| 4 months ago | about 2 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
gpustat
-
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
-
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
-
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
-
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.
-
[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.
-
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
-
any monitoring tools for nouveau
Did you try gpustat?
DeepView.Profile
-
Nvtop: Linux Task Monitor for Nvidia, AMD and Intel GPUs
you can also profile AI/ML performance without actually running it https://github.com/CentML/DeepView.Profile
What are some alternatives?
nvtop - GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm
gpustat-web - 👓 A web interface of gpustat: monitor GPU clusters at a look
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
nvhtop - A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.
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.
duckduckgo-locales - Translation files for <a href="https://duckduckgo.com"> </a>
stats - macOS system monitor in your menu bar