gpustat
nvitop
| gpustat | nvitop | |
|---|---|---|
| 7 | 5 | |
| 3,840 | 3,965 | |
| - | - | |
| 6.7 | 7.3 | |
| 4 months ago | 10 days 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
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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?
nvitop
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Nvtop: Linux Task Monitor for Nvidia, AMD and Intel GPUs
That's why the authors recommend pipx for installing nvitop. I am not a sysadmin, but I prefer pipx over relying on the (often outdated) distro sources.
https://github.com/XuehaiPan/nvitop?tab=readme-ov-file#insta...
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Why does stable diffusion hold onto my vram even when it’s doing nothing. It works great for a few images and then it racks up so much vram usage it just won’t do anything anymore and errors out. Is there a way to free up VRAM every so often? RX 6700XT 12GB VRAM
Hey, thanks for that. I think I found what you mentioned: https://github.com/XuehaiPan/nvitop
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How to make a deep learning engineer happy in one command? `nvidia-smi`:
nvitop
- Prédiction de séries chronologiques avec une carte GPU dans Paperspace Gradient et le langage Julia…
What are some alternatives?
nvtop - GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm
jetson_stats - 📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
gpustat-web - 👓 A web interface of gpustat: monitor GPU clusters at a look
stable-diffusion-webui-directml - Stable Diffusion web UI
LACT - Linux AMDGPU Controller
tmu - Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
tf-quant-finance - High-performance TensorFlow library for quantitative finance.
pg-counter-metrics - PG Counter Metrics ( PGCM ) is a tool for publishing PostgreSQL performance data to CloudWatch. By publishing to CloudWatch, dashboards and alarming can be used on the collected data.
nvidia-vaapi-driver - A VA-API implemention using NVIDIA's NVDEC
gpu-operator - NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
nvhtop - A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.
pg_activity - pg_activity is a top like application for PostgreSQL server activity monitoring.