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lr0: 0.001667  # initial learning rate (SGD=1E-2, Adam=1E-3)
lrf: 0.01  # final OneCycleLR learning rate (lr0 * lrf)
momentum: 0.937  # SGD momentum/Adam beta1
weight_decay: 0.0005  # optimizer weight decay 5e-4
warmup_epochs: 3.0  # warmup epochs (fractions ok)
warmup_momentum: 0.8  # warmup initial momentum
warmup_bias_lr: 0.1  # warmup initial bias lr
box: 7.5  # box loss gain
cls: 0.5  # cls loss gain
cls_pw: 1.0  # cls BCELoss positive_weight

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sudo zypper install fetchmsttfonts

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Install

curl -fsSL https://ollama.com/install.sh | sh

Change Ollama download directory (where models are saved)

# Create your mounting directory where models will be saved
mkdir -p /media/data/ollama-models
sudo chown -R ollama:ollama /media/data/ollama-models 

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Docker check containers stats

docker stats

Docker check logs of a container

docker logs -f backend_api

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sudo zypper install noto-coloremoji-fonts emojione-color-font unicode-emoji

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Source: https://sndirsch.github.io/vulkan/2022/10/20/vulkan-packages-on-opensuse.html

Website vulkan-tutorial.com provides installation steps of Vulkan development on Ubuntu. This steps below shows necessary steps to install the equivalent process but on openSUSE.

Install g++

C++ compiler: should support C++ 17 (g++ 7+ or clang 5+)

sudo zypper in gcc-c++

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Download binary file from devel:tools:scm

Then install. It only requires 1 binary file.

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Add remote repo

flatpak remote-add --if-not-exists flathub https://flathub.org/repo/flathub.flatpakrepo"

Change flatpak installation directory

Souce: flatpak/flatpak#2147 (comment)

cd /var/lib
sudo cp -R flatpak /media/data/

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Search software

snap search ferdium

List installed software

snap list
snap list --all

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Problem

We downloaded the Guile source code and compile it by running:

./configure
make
sudo make install
rehash