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Hailo amd64 support (#12820)
* Support building docker image for amd64 and arm64 * Support installations on amd64 and arm64 * Run build in new job * Update docs
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34
.github/workflows/ci.yml
vendored
34
.github/workflows/ci.yml
vendored
@ -78,16 +78,6 @@ jobs:
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set: |
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rk.tags=${{ steps.setup.outputs.image-name }}-rk
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*.cache-from=type=gha
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- name: Build and push Hailo-8l build
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uses: docker/bake-action@v4
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with:
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push: true
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targets: h8l
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files: docker/hailo8l/h8l.hcl
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set: |
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h8l.tags=${{ steps.setup.outputs.image-name }}-h8l
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*.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l
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*.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l,mode=max
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jetson_jp4_build:
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runs-on: ubuntu-latest
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name: Jetson Jetpack 4
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@ -165,6 +155,30 @@ jobs:
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tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt
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*.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
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*.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
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combined_extra_builds:
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runs-on: ubuntu-latest
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name: Combined Extra Builds
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needs:
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- amd64_build
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- arm64_build
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steps:
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- name: Check out code
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uses: actions/checkout@v4
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- name: Set up QEMU and Buildx
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id: setup
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uses: ./.github/actions/setup
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with:
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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- name: Build and push Hailo-8l build
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uses: docker/bake-action@v4
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with:
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push: true
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targets: h8l
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files: docker/hailo8l/h8l.hcl
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set: |
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h8l.tags=${{ steps.setup.outputs.image-name }}-h8l
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*.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l
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*.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l,mode=max
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#- name: AMD/ROCm general build
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# env:
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# AMDGPU: gfx
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@ -17,20 +17,27 @@ RUN mkdir /h8l-wheels
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RUN pip3 wheel --wheel-dir=/h8l-wheels -c /requirements-wheels.txt -r /requirements-wheels-h8l.txt
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# Build HailoRT and create wheel
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FROM deps AS build-hailort
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FROM wheels AS build-hailort
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ARG TARGETARCH
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SHELL ["/bin/bash", "-c"]
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# Install necessary APT packages
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RUN apt-get update && apt-get install -y \
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build-essential \
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cmake \
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git \
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RUN apt-get -qq update \
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&& apt-get -qq install -y \
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apt-transport-https \
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gnupg \
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wget \
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python3-dev \
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gcc-9 \
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g++-9 \
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libzmq3-dev \
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pciutils \
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rsync \
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# the key fingerprint can be obtained from https://ftp-master.debian.org/keys.html
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&& wget -qO- "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0xA4285295FC7B1A81600062A9605C66F00D6C9793" | \
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gpg --dearmor > /usr/share/keyrings/debian-archive-bullseye-stable.gpg \
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&& echo "deb [signed-by=/usr/share/keyrings/debian-archive-bullseye-stable.gpg] http://deb.debian.org/debian bullseye main contrib non-free" | \
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tee /etc/apt/sources.list.d/debian-bullseye-nonfree.list \
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&& apt-get -qq update \
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&& apt-get -qq install -y \
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python3.9 \
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python3.9-dev \
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build-essential cmake git \
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&& rm -rf /var/lib/apt/lists/*
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# Extract Python version and set environment variables
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@ -39,9 +46,6 @@ RUN PYTHON_VERSION=$(python3 --version 2>&1 | awk '{print $2}' | cut -d. -f1,2)
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echo "PYTHON_VERSION=$PYTHON_VERSION" > /etc/environment && \
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echo "PYTHON_VERSION_NO_DOT=$PYTHON_VERSION_NO_DOT" >> /etc/environment
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#ENV PYTHON_VER=$PYTHON_VERSION
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#ENV PYTHON_VER_NO_DOT=$PYTHON_VERSION_NO_DOT
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# Clone and build HailoRT
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RUN . /etc/environment && \
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git clone https://github.com/hailo-ai/hailort.git /opt/hailort && \
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@ -50,7 +54,7 @@ RUN . /etc/environment && \
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cmake -H. -Bbuild -DCMAKE_BUILD_TYPE=Release -DHAILO_BUILD_PYBIND=1 -DPYBIND11_PYTHON_VERSION=${PYTHON_VERSION} && \
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cmake --build build --config release --target libhailort && \
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cmake --build build --config release --target _pyhailort && \
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cp build/hailort/libhailort/bindings/python/src/_pyhailort.cpython-${PYTHON_VERSION_NO_DOT}-aarch64-linux-gnu.so hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/ && \
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cp build/hailort/libhailort/bindings/python/src/_pyhailort.cpython-${PYTHON_VERSION_NO_DOT}-$(if [ $TARGETARCH == "amd64" ]; then echo 'x86_64'; else echo 'aarch64'; fi )-linux-gnu.so hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/ && \
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cp build/hailort/libhailort/src/libhailort.so hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/
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RUN ls -ahl /opt/hailort/build/hailort/libhailort/src/
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@ -94,7 +98,7 @@ COPY --from=rootfs / /
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# Set environment variables for Hailo SDK
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ENV PATH="/opt/hailort/bin:${PATH}"
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ENV LD_LIBRARY_PATH="/usr/lib/aarch64-linux-gnu:${LD_LIBRARY_PATH}"
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ENV LD_LIBRARY_PATH="/usr/lib/$(if [ $TARGETARCH == "amd64" ]; then echo 'x86_64'; else echo 'aarch64'; fi )-linux-gnu:${LD_LIBRARY_PATH}"
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# Set workdir
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WORKDIR /opt/frigate/
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@ -1,18 +1,18 @@
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target wheels {
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dockerfile = "docker/main/Dockerfile"
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platforms = ["linux/arm64"]
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platforms = ["linux/arm64","linux/amd64"]
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target = "wheels"
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}
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target deps {
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dockerfile = "docker/main/Dockerfile"
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platforms = ["linux/arm64"]
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platforms = ["linux/arm64","linux/amd64"]
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target = "deps"
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}
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target rootfs {
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dockerfile = "docker/main/Dockerfile"
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platforms = ["linux/arm64"]
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platforms = ["linux/arm64","linux/amd64"]
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target = "rootfs"
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}
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@ -23,5 +23,5 @@ target h8l {
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deps = "target:deps"
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rootfs = "target:rootfs"
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}
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platforms = ["linux/arm64"]
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platforms = ["linux/arm64","linux/amd64"]
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}
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35
docker/hailo8l/user_installation.sh
Normal file
35
docker/hailo8l/user_installation.sh
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@ -0,0 +1,35 @@
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#!/bin/bash
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# Update package list and install dependencies
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sudo apt-get update
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sudo apt-get install -y build-essential cmake git wget linux-modules-extra-$(uname -r)
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arch=$(uname -m)
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if [[ $arch == "x86_64" ]]; then
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sudo apt install -y linux-headers-$(uname -r);
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else
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sudo apt install -y linux-modules-extra-$(uname -r);
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fi
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# Clone the HailoRT driver repository
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git clone --depth 1 --branch v4.17.0 https://github.com/hailo-ai/hailort-drivers.git
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# Build and install the HailoRT driver
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cd hailort-drivers/linux/pcie
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sudo make all
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sudo make install
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# Load the Hailo PCI driver
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sudo modprobe hailo_pci
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# Download and install the firmware
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cd ../../
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./download_firmware.sh
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sudo mv hailo8_fw.4.17.0.bin /lib/firmware/hailo/hailo8_fw.bin
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# Install udev rules
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sudo cp ./linux/pcie/51-hailo-udev.rules /etc/udev/rules.d/
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sudo udevadm control --reload-rules && sudo udevadm trigger
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echo "HailoRT driver installation complete."
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@ -108,10 +108,10 @@ The Hailo-8L is an M.2 card typically connected to a carrier board for PCIe, whi
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For Raspberry Pi 5 users with the AI Kit, installation is straightforward. Simply follow this [guide](https://www.raspberrypi.com/documentation/accessories/ai-kit.html#ai-kit-installation) to install the driver and software.
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For other boards, follow these steps for installation:
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For other installations, follow these steps for installation:
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1. Install the driver from the [Hailo GitHub repository](https://github.com/hailo-ai/hailort-drivers). A convenient script for Linux is available to clone the repository, build the driver, and install it.
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2. Copy or download [this script](https://gist.github.com/spanner3003/4b85751d671d4ac55f926e564f1abc3e#file-install_hailo8l_driver-sh).
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2. Copy or download [this script](https://github.com/blakeblackshear/frigate/blob/41c9b13d2fffce508b32dfc971fa529b49295fbd/docker/hailo8l/user_installation.sh).
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3. Ensure it has execution permissions with `sudo chmod +x install_hailo8l_driver.sh`
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4. Run the script with `./install_hailo8l_driver.sh`
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