NVIDIA
NVIDIA
Triton Inference Server
Container
NVIDIA
NVIDIA
Triton Inference Server

Triton Inference Server is an open source software that lets teams deploy trained AI models from any framework, from local or cloud storage and on any GPU- or CPU-based infrastructure in the cloud, data center, or embedded devices.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    LD_LIBRARY_PATH=/usr/local/tensorrt/lib/:/opt/tritonserver/backends/tensorrtllm:/usr/local/tensorrt/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
    11/20/2025 9:24 PM UTC
    sha256:2fcfa54f54b06e605ca3415c95d0d4cdef3e86ffc5bea644f161381c448c9375RUN
    TRITON_VERSION=2.63.0 TRITON_CONTAINER_VERSION=25.11 ldconfig &&
      ARCH="$(uname -i)" &&
      rm -fr ${TRT_ROOT}/bin ${TRT_ROOT}/targets/${ARCH}-linux-gnu/bin ${TRT_ROOT}/data &&
      rm -fr ${TRT_ROOT}/doc ${TRT_ROOT}/onnx_graphsurgeon ${TRT_ROOT}/python &&
      rm -fr ${TRT_ROOT}/samples ${TRT_ROOT}/targets/${ARCH}-linux-gnu/samples &&
      pip3 install --no-cache-dir transformers &&
      find /usr -name libtensorrt_llm.so -exec dirname {} \; > /etc/ld.so.conf.d/tensorrt-llm.conf &&
      find /opt/tritonserver -name libtritonserver.so -exec dirname {} \; > /etc/ld.so.conf.d/triton-tensorrtllm-worker.conf &&
      pip3 install --no-cache-dir grpcio-tools==1.64.0 &&
      pip3 uninstall -y setuptools
    11/20/2025 9:24 PM UTC
    sha256:5f3258f7d8a42c9502dc2750ecfbb71decf340e46ea7c627802c990716ffbf56COPY
    --chown=1000:1000 docker/sagemaker/serve /usr/bin/.
    11/20/2025 9:24 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.amazonaws.sagemaker.capabilities.multi-models=true
    11/20/2025 9:24 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.amazonaws.sagemaker.capabilities.accept-bind-to-port=true
    11/20/2025 9:24 PM UTC
    sha256:ae24fe58b4daf89a4a0b72149e04323ffe497b6ed9ac64fd9c1d8abd99313c95RUN
    TRITON_VERSION=2.63.0 TRITON_CONTAINER_VERSION=25.11 pip3 install -r python/openai/requirements.txt
    11/20/2025 9:24 PM UTC
    sha256:c8fcdefb49e98dd9ad1ee48baa91377b450fb6a1fc3dc82a0d67e16251942487RUN
    TRITON_VERSION=2.63.0 TRITON_CONTAINER_VERSION=25.11 find /opt/tritonserver/python -maxdepth 1 -type f -name "tritonserver-*.whl" | xargs -I {} pip install --upgrade {}[all] &&
      find /opt/tritonserver/python -maxdepth 1 -type f -name "tritonfrontend-*.whl" | xargs -I {} pip install --upgrade {}[all]
    11/20/2025 9:24 PM UTC
    sha256:bd2ad9b6c19167148e5c5bad01d804745bc328b803f5de4173a472f7ae4a6f15COPY
    --chown=1000:1000 NVIDIA_Deep_Learning_Container_License.pdf .
    11/20/2025 9:24 PM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
    /opt/tritonserver
    11/20/2025 9:24 PM UTC
    sha256:b23b202dc7fe22c5e145ec71cbe949fce62fd1a4dee4a1042861520bad949422COPY
    --chown=1000:1000 build/install tritonserver
    11/20/2025 9:24 PM UTC
    ...

    NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.