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
    12/19/2025 1:08 AM UTC
    sha256:bee52362e9699e9ad3d05d0b70cedcccaf76212d2b8f648ee9b71283f815fa80RUN
    TRITON_VERSION=2.64.0 TRITON_CONTAINER_VERSION=25.12 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
    12/19/2025 1:08 AM UTC
    sha256:4f671e530abc2d8d741e6d09336c5f9ed4134a05963adbc9c51af2eefdef53f2COPY
    --chown=1000:1000 docker/sagemaker/serve /usr/bin/.
    12/19/2025 1:08 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.amazonaws.sagemaker.capabilities.multi-models=true
    12/19/2025 1:08 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.amazonaws.sagemaker.capabilities.accept-bind-to-port=true
    12/19/2025 1:08 AM UTC
    sha256:2de0b52fb0aef964631be49c7a4ef35722618efc79bf8dc62e97b0f4b41a741bRUN
    TRITON_VERSION=2.64.0 TRITON_CONTAINER_VERSION=25.12 pip3 install -r python/openai/requirements.txt
    12/19/2025 1:08 AM UTC
    sha256:8ba9c570e37909e1c733ca63bbdfaed2b3c3ad15a53890acccecfa2a5896a58bRUN
    TRITON_VERSION=2.64.0 TRITON_CONTAINER_VERSION=25.12 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]
    12/19/2025 1:08 AM UTC
    sha256:483b7f0367af47c9ce954a903539963f5765c936dee666a2b533dd0d5cd23a6fCOPY
    --chown=1000:1000 NVIDIA_Deep_Learning_Container_License.pdf .
    12/19/2025 1:08 AM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
    /opt/tritonserver
    12/19/2025 1:08 AM UTC
    sha256:cadbd2fb737021675811f90bd45316d10d228837d3e339520efb427aea61bdb1COPY
    --chown=1000:1000 build/install tritonserver
    12/19/2025 1:08 AM UTC
    ...