Build sequence

djalibuild.jl

Utils
```jsx
sudo apt-get install -y curl clang locate libdrm-dev silversearcher-ag htop
```

**CUDA**

cuda 11.8

```jsx
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-ubuntu2204.pin
sudo mv cuda-ubuntu2204.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda-repo-ubuntu2204-11-8-local_11.8.0-520.61.05-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2204-11-8-local_11.8.0-520.61.05-1_amd64.deb
sudo cp /var/cuda-repo-ubuntu2204-11-8-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda
```

cudnn

```jsx
cd PATH/TO/DOWLOADED/CUDNN
sudo dpkg -i cudnn-local-repo-ubuntu2204-8.9.1.23_1.0-1_amd64.deb
sudo cp /var/cudnn-local-repo-ubuntu2204-8.9.1.23/cudnn-local-1E24EB2B-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get install libcudnn8=8.9.1.23-1+cuda11.8
sudo apt-get install libcudnn8-dev=8.9.1.23-1+cuda11.8
sudo apt-get install libcudnn8-samples=8.9.1.23-1+cuda11.8
```

add envs

**SSH Keys Github**

```jsx
ssh-keygen -t ed25519 -C "myemail@go.com@
```

Github: [https://github.com/settings/keys](https://github.com/settings/keys)

**SSH Server**

```jsx
sudo apt install -y openssh-server
sudo systemctl start ssh
```

PATHS

```jsx
export PATH=${PATH}:/usr/local/cuda-11.8/bin
export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda-11.8/lib64
```

Pylon

Download from website, extract then

```jsx
wget https://www.baslerweb.com/fp-1682511100/media/downloads/software/pylon_software/pylon_7.3.0.27189_linux-x86_64_debs.tar.gz
tar -xvf pylon_7.3.0.27189_linux-x86_64_debs.tar.gz
sudo apt-get install -y ./pylon_*.deb ./codemeter*.deb
```

Bazel

```
mkdir ~/bin
cd ~/Download
wget https://github.com/bazelbuild/bazelisk/releases/download/v1.16.0/bazelisk-linux-amd64
chmod +x bazelisk-linux-amd64
cd ~/bin
ln -s ~/Downloads/bazelisk-linux-amd64 bazel
bazel
```
cd
mkdir repos
cd repos
git clone git@github.com:tensorflow/tensorflow.git tensorflow_src
cd tensorflow_src
git checkout r2.13
mkdir external
cd external
cmake ../tensorflow/lite
cd ..
./congfigure
bazel build -s -c opt //tensorflow/lite:libtensorflowlite.so 
```

Might need to install python-is-python3

Hints

A modprobe blacklist file has been created at /etc/modprobe.d to prevent Nouveau
from loading. This can be reverted by deleting the following file:
/etc/modprobe.d/nvidia-graphics-drivers.conf

A new initrd image has also been created. To revert, please regenerate your
initrd by running the following command after deleting the modprobe.d file:
`/usr/sbin/initramfs -u`

Have to set max threads or performance will be terrible:
export FORCE_TFLITE_NUM_THREADS=4