mirror of
https://github.com/blakeblackshear/frigate.git
synced 2026-11-01 11:20:32 +03:00
Jorge Ramirez
243172fbf4
Adds a `-tensorrt-jp7` Frigate image for JetPack 7.2 / L4T R39.2 Jetson hosts, built on nvcr.io/nvidia/tensorrt:26.02-py3-igpu (TensorRT 10.11, CUDA 13, py3.12), keeping the existing JP6 path unchanged. ONNX Runtime GPU is built from source (no public aarch64 onnxruntime-gpu wheel), TensorRT-Python branch is selected by the base image, and TensorRT runtime library checks are major-version aware. VALIDATED on a real AGX Orin (L4T R39.2 / nv_tegra_release R39 rev 2.0): - image frigate:test-tensorrt-jp7 builds (rc=0, 16.3GB, sha256:c9e4d382f1603ee130ee4a7315b4f71f9461405e3785707251505e2d6d088df3) - ONNX Runtime 1.25.1 exposes CUDAExecutionProvider, and a real Add-model inference RAN on the iGPU CUDA EP (functional, not just listed) - frigate.util.model.get_ort_providers(False,"AUTO") = [CUDA, CPU] (CUDA first, CPU last, TensorRT EP excluded) -> the ONNX detector GPU-accelerates on JP7 - /etc/TENSORRT_VER = 10.11.0 Native `type: tensorrt` (.trt gen) + the ORT TensorRT EP stay DRAFT-GATED: the L4T R39 host ships NO libnvdla_compiler.so (absent from host AND base image), so `import tensorrt` and libonnxruntime_providers_tensorrt.so fail to load. ONNX detector GPU acceleration is the supported JP7 path; native trt is deferred. Build fixes the new noble/CUDA-13 base surfaced (beyond the plan): - build_nginx.sh: enable deb-src for the deb822 ubuntu.sources (Ubuntu 24.04) - tensorrt_libyolo.sh: strip -lnvToolsExt (removed in CUDA 13) + -lnvparsers (dropped in TensorRT 10) when those libs are absent - docker/main: noble/py3.12 build adjustments (Dockerfile, build_sqlite_vec.sh) Reproducible: `make -C docker/tensorrt ... local-trt-jp7` (JETPACK7_ARGS) on any arm64 builder; built on-device only because the GPU smoke test needs the iGPU.
130 lines
2.9 KiB
HCL
130 lines
2.9 KiB
HCL
variable "ARCH" {
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default = "amd64"
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}
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variable "BASE_IMAGE" {
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default = null
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}
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variable "SLIM_BASE" {
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default = null
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}
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variable "TRT_BASE" {
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default = null
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}
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variable "COMPUTE_LEVEL" {
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default = ""
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}
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variable "BUILD_ONNXRUNTIME_FROM_SOURCE" {
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default = "0"
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}
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variable "ONNXRUNTIME_VERSION" {
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default = "1.25.1"
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}
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variable "ONNXRUNTIME_BRANCH" {
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default = "rel-1.25.1"
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}
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variable "TENSORRT_PYTHON_BRANCH" {
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default = "release/8.6"
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}
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variable "L4T_APT_RELEASE" {
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default = ""
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}
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variable "JETSON_SOC_REPO" {
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default = ""
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}
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variable "BASE_HOOK" {
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# Ensure an up-to-date python 3.11 is available in jetson images
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default = <<EOT
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if grep -iq \"ubuntu\" /etc/os-release; then
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. /etc/os-release
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# Add the deadsnakes PPA repository
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echo "deb https://ppa.launchpadcontent.net/deadsnakes/ppa/ubuntu $VERSION_CODENAME main" >> /etc/apt/sources.list.d/deadsnakes.list
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echo "deb-src https://ppa.launchpadcontent.net/deadsnakes/ppa/ubuntu $VERSION_CODENAME main" >> /etc/apt/sources.list.d/deadsnakes.list
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# Add deadsnakes signing key
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apt-key adv --keyserver keyserver.ubuntu.com --recv-keys F23C5A6CF475977595C89F51BA6932366A755776
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fi
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EOT
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}
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target "_build_args" {
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args = {
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BASE_IMAGE = BASE_IMAGE,
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SLIM_BASE = SLIM_BASE,
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TRT_BASE = TRT_BASE,
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COMPUTE_LEVEL = COMPUTE_LEVEL,
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BUILD_ONNXRUNTIME_FROM_SOURCE = BUILD_ONNXRUNTIME_FROM_SOURCE,
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ONNXRUNTIME_VERSION = ONNXRUNTIME_VERSION,
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ONNXRUNTIME_BRANCH = ONNXRUNTIME_BRANCH,
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TENSORRT_PYTHON_BRANCH = TENSORRT_PYTHON_BRANCH,
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L4T_APT_RELEASE = L4T_APT_RELEASE,
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JETSON_SOC_REPO = JETSON_SOC_REPO,
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BASE_HOOK = BASE_HOOK
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}
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platforms = ["linux/${ARCH}"]
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}
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target wget {
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dockerfile = "docker/main/Dockerfile"
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target = "wget"
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inherits = ["_build_args"]
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}
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target deps {
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dockerfile = "docker/main/Dockerfile"
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target = "deps"
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inherits = ["_build_args"]
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}
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target rootfs {
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dockerfile = "docker/main/Dockerfile"
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target = "rootfs"
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inherits = ["_build_args"]
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}
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target wheels {
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dockerfile = "docker/main/Dockerfile"
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target = "wheels"
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inherits = ["_build_args"]
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}
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target devcontainer {
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dockerfile = "docker/main/Dockerfile"
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platforms = ["linux/amd64"]
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target = "devcontainer"
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}
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target "trt-deps" {
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dockerfile = "docker/tensorrt/Dockerfile.base"
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context = "."
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contexts = {
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deps = "target:deps",
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}
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inherits = ["_build_args"]
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}
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target "tensorrt" {
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dockerfile = "docker/tensorrt/Dockerfile.${ARCH}"
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context = "."
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contexts = {
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wget = "target:wget",
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wheels = "target:wheels",
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deps = "target:deps",
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rootfs = "target:rootfs"
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}
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target = "frigate-tensorrt"
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inherits = ["_build_args"]
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}
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target "devcontainer-trt" {
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dockerfile = "docker/tensorrt/Dockerfile.amd64"
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context = "."
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contexts = {
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wheels = "target:wheels",
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trt-deps = "target:trt-deps",
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devcontainer = "target:devcontainer"
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}
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platforms = ["linux/amd64"]
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target = "devcontainer-trt"
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}
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