[{"_1":2,"_164":-5,"_165":-5},"loaderData",{"_3":4,"_18":19,"_26":27,"_143":144},"root",{"_5":-5,"_6":-7,"_7":8,"_9":-7,"_10":11,"_12":-7,"_13":14,"_15":16,"_17":11},"currentUser","primaryEmail","siteVerification","6LeIxAcTAAAAAJcZVRqyHh71UMIEGNQ_MXjiZKhI","toast","enableDev",false,"incidentStatus","theme","system","contrast","normal","dockerRebrandTour","routes/_layout",{"_20":-5,"_21":22,"_23":22,"_24":11,"_25":22},"username","isAskGordonEnabled",true,"isUsingNewTemplate","showMinimalLanding","showHoneypotTrap","routes/_layout.r.$namespace.$reponame",{"_28":29,"_30":-5,"_31":11,"_32":11,"_33":34,"_35":36,"_37":-5,"_38":11,"_39":40,"_89":-5,"_90":91,"_131":-5,"_132":11,"_133":22,"_134":11,"_135":11,"_136":-5,"_137":11,"_138":-5,"_139":140,"_141":92,"_142":-7},"canonicalUrl","https://hub.docker.com/r/dustynv/tensorrt/tags","mcpServer","canSeeDockerfile","canSeeAutobuilds","namespace","dustynv","reponame","tensorrt","cloudBuildSource","isAutobuildsAvailable","repo",{"_41":42,"_43":44,"_46":47,"_48":49,"_50":11,"_51":52,"_53":54,"_55":56,"_58":36,"_33":34,"_59":60,"_61":45,"_62":63,"_64":65,"_66":67,"_68":-5,"_69":63,"_70":71,"_72":11,"_73":34,"_74":75,"_80":11,"_81":82,"_86":34,"_87":88},"categories",[],"content_types",[45],"image","date_registered","2023-12-05T22:57:21.401307Z","description","https://github.com/dusty-nv/jetson-containers/packages/tensorrt","is_private","last_updated","2023-12-05T22:57:21.454438Z","last_modified","2024-10-16T13:48:34.145251Z","media_types",[57],"application/vnd.docker.container.image.v1+json","name","pull_count",1392,"repository_type","star_count",0,"status",1,"status_description","active","source","collaborator_count","full_description","# tensorrt\n\n> [`CONTAINERS`](#user-content-containers) [`IMAGES`](#user-content-images) [`RUN`](#user-content-run) [`BUILD`](#user-content-build)\n\n

CONTAINERS

\n
\n\n| **`tensorrt:8.6`** | |\n| :-- | :-- |\n| Builds | [![`tensorrt-86_jp60`](https://img.shields.io/github/actions/workflow/status/dusty-nv/jetson-containers/tensorrt-86_jp60.yml?label=tensorrt-86:jp60)](https://github.com/dusty-nv/jetson-containers/actions/workflows/tensorrt-86_jp60.yml) |\n| Requires | `L4T ['==r36.*', '==cu122']` |\n| Dependencies | [`build-essential`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/build-essential) [`cuda:12.2`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cuda) [`cudnn:8.9`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cudnn) [`python`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/python) |\n| Dockerfile | [`Dockerfile.deb`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/tensorrt/Dockerfile.deb) |\n| Images | [`dustynv/tensorrt:8.6-r36.2.0`](https://hub.docker.com/r/dustynv/tensorrt/tags) `(2023-12-05, 6.7GB)` |\n\n| **`tensorrt:10.0`** | |\n| :-- | :-- |\n| Requires | `L4T ['==r36.*', '==cu124']` |\n| Dependencies | [`build-essential`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/build-essential) [`cuda:12.4`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cuda) [`cudnn:9.0`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cudnn) [`python`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/python) |\n| Dockerfile | [`Dockerfile.tar`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/tensorrt/Dockerfile.tar) |\n\n| **`tensorrt`** | |\n| :-- | :-- |\n| Requires | `L4T ['<36']` |\n| Dependencies | [`build-essential`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/build-essential) [`cuda`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cuda) [`cudnn`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/cuda/cudnn) [`python`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/build/python) |\n| Dependants | [`deepstream`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/deepstream) [`efficientvit`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vit/efficientvit) [`jetson-inference`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/jetson-inference) [`jetson-utils`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/jetson-utils) [`l4t-diffusion`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-diffusion) [`l4t-ml`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-ml) [`l4t-pytorch`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-pytorch) [`l4t-tensorflow:tf1`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-tensorflow) [`l4t-tensorflow:tf2`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/l4t/l4t-tensorflow) [`nanodb`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vectordb/nanodb) [`nanoowl`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vit/nanoowl) [`nanosam`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vit/nanosam) [`onnxruntime:1.11`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.11-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.16.3`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.16.3-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.17`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.17-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.19`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`onnxruntime:1.19-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/onnxruntime) [`optimum`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/optimum) [`piper-tts`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/audio/piper-tts) [`ros:foxy-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:foxy-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:foxy-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:galactic-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:galactic-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:galactic-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:humble-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:humble-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:humble-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:iron-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:iron-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:iron-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:melodic-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:melodic-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:melodic-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:noetic-desktop`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:noetic-ros-base`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`ros:noetic-ros-core`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/ros) [`sam`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vit/sam) [`stable-diffusion-webui`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/diffusion/stable-diffusion-webui) [`tam`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/vit/tam) [`tensorflow`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/tensorflow) [`tensorflow2`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/tensorflow) [`tensorrt_llm:0.10.dev0`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/tensorrt_llm) [`tensorrt_llm:0.10.dev0-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/tensorrt_llm) [`tensorrt_llm:0.5`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/tensorrt_llm) [`tensorrt_llm:0.5-builder`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/tensorrt_llm) [`torch2trt`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/pytorch/torch2trt) [`torch_tensorrt`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/pytorch/torch_tensorrt) [`tritonserver`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/tritonserver) [`wyoming-piper:master`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/smart-home/wyoming/piper) [`xtts`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/audio/xtts) [`zed`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/hardware/zed) |\n| Images | [`dustynv/tensorrt:8.6-r36.2.0`](https://hub.docker.com/r/dustynv/tensorrt/tags) `(2023-12-05, 6.7GB)` |\n\n

\n\n

CONTAINER IMAGES

\n
\n\n| Repository/Tag | Date | Arch | Size |\n| :-- | :--: | :--: | :--: |\n| [`dustynv/tensorrt:8.6-r36.2.0`](https://hub.docker.com/r/dustynv/tensorrt/tags) | `2023-12-05` | `arm64` | `6.7GB` |\n\n> _{Container images are compatible with other minor versions of JetPack/L4T:}
\n> _{• L4T R32.7 containers can run on other versions of L4T R32.7 (JetPack 4.6+)}
\n> _{• L4T R35.x containers can run on other versions of L4T R35.x (JetPack 5.1+)}
\n

\n\n

RUN CONTAINER

\n
\n\nTo start the container, you can use [`jetson-containers run`](https://github.com/dusty-nv/jetson-containers/tree/master/docs/run.md) and [`autotag`](https://github.com/dusty-nv/jetson-containers/tree/master/docs/run.md#autotag), or manually put together a [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) command:\n```bash\n# automatically pull or build a compatible container image\njetson-containers run $(autotag tensorrt)\n\n# or explicitly specify one of the container images above\njetson-containers run dustynv/tensorrt:8.6-r36.2.0\n\n# or if using 'docker run' (specify image and mounts/ect)\nsudo docker run --runtime nvidia -it --rm --network=host dustynv/tensorrt:8.6-r36.2.0\n```\n> ^{[`jetson-containers run`](https://github.com/dusty-nv/jetson-containers/tree/master/docs/run.md) forwards arguments to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/) with some defaults added (like `--runtime nvidia`, mounts a `/data` cache, and detects devices)}
\n> ^{[`autotag`](https://github.com/dusty-nv/jetson-containers/tree/master/docs/run.md#autotag) finds a container image that's compatible with your version of JetPack/L4T - either locally, pulled from a registry, or by building it.}\n\nTo mount your own directories into the container, use the [`-v`](https://docs.docker.com/engine/reference/commandline/run/#volume) or [`--volume`](https://docs.docker.com/engine/reference/commandline/run/#volume) flags:\n```bash\njetson-containers run -v /path/on/host:/path/in/container $(autotag tensorrt)\n```\nTo launch the container running a command, as opposed to an interactive shell:\n```bash\njetson-containers run $(autotag tensorrt) my_app --abc xyz\n```\nYou can pass any options to it that you would to [`docker run`](https://docs.docker.com/engine/reference/commandline/run/), and it'll print out the full command that it constructs before executing it.\n

BUILD CONTAINER

\n
\n\nIf you use [`autotag`](https://github.com/dusty-nv/jetson-containers/tree/master/docs/run.md#autotag) as shown above, it'll ask to build the container for you if needed. To manually build it, first do the [system setup](https://github.com/dusty-nv/jetson-containers/tree/master/docs/setup.md), then run:\n```bash\njetson-containers build tensorrt\n```\nThe dependencies from above will be built into the container, and it'll be tested during. Run it with [`--help`](https://github.com/dusty-nv/jetson-containers/tree/master/jetson_containers/build.py) for build options.\n

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dustynv/tensorrt

Tags for dustynv/tensorrt