gpustat
tf-quant-finance
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| gpustat | tf-quant-finance | |
|---|---|---|
| 7 | 133 | |
| 3,840 | 4,283 | |
| - | 1.8% | |
| 6.7 | 2.9 | |
| 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.
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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?
tf-quant-finance
What are some alternatives?
nvtop - GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm
ta-lib-python - Python wrapper for TA-Lib (http://ta-lib.org/).
gpustat-web - 👓 A web interface of gpustat: monitor GPU clusters at a look
mlfinlab - MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
LACT - Linux AMDGPU Controller
pyhpc-benchmarks - A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:
nvidia-vaapi-driver - A VA-API implemention using NVIDIA's NVDEC
pybobyqa - Python-based Derivative-Free Optimization with Bound Constraints
nvhtop - A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.
quantclean - 🧹 Quantclean is a program that reformats financial dataset to US Equity TradeBar (Quantconnect format)
pyshader - Write modern GPU shaders in Python!
kernel_tuner - Kernel Tuner