CUDA Deep Learning | NVIDIA NGC

NVIDIA

CUDA Deep Learning

Container

NVIDIA

CUDA Deep Learning

CUDA is a parallel computing platform and programming model that enhances computing performance using NVIDIA GPUs. CUDA Deep Learning integrates networking and GPU-accelerated libraries like cuDNN, cuTensor, NCCL, HPC-x, and the CUDA Toolkit.

NVIDIA AI Enterprise Supported

Layer	Label		Created
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	RUN	`ENABLE_MITMPROXY=0 VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION CUOBJCLIENT_VERSION LIBFABRIC_INSTALL_PATH=/opt/amazon/efa RDMA_CORE_PREFIX=/usr TARGETARCH=amd64 /bin/bash -c /tmp/manage_cert.sh uninstall`	09/15/2026 10:22 PM UTC
sha256:e1d40df345c830d9ab1f43b9d1d7a5e319483bbd727cf99af23850737b7e52b6	RUN	RUN \|5 ENABLE_MITMPROXY=0 VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION CUOBJCLIENT_VERSION LIBFABRIC_INSTALL_PATH=/opt/amazon/efa RDMA_CORE_PREFIX=/usr TARGETARCH=amd64 /bin/bash -c set -exo pipefail if [ "${ENABLE_MITMPROXY}" = "1" ]; then /tmp/manage_cert.sh install; fi mkdir -p /usr/local/nixl cp -a /nixl/usr/local/nixl/. /usr/local/nixl/ ls -lart /usr/local/nixl # Copy Abseil-CPP library cp -a /nixl/usr/local/lib/libabsl* /usr/local/lib/ # Copy gRPC library cp -a /nixl/usr/local/lib/libutf8* /usr/local/lib/ cp -a /nixl/usr/local/lib/libprotobuf* /usr/local/lib/ cp -a /nixl/usr/local/lib/libprotoc* /usr/local/lib/ cp -a /nixl/usr/local/include/utf8* /usr/local/include/ mkdir -p /usr/local/include/{google,upb,re2,grpc,grpc++,grpcpp} cp -a /nixl/usr/local/include/google/. /usr/local/include/google/ cp -a /nixl/usr/local/include/upb/. /usr/local/include/upb/ cp -a /nixl/usr/local/include/re2/. /usr/local/include/re2/ cp -a /nixl/usr/local/lib/libre2* /usr/local/lib/ cp -a /nixl/usr/local/lib/libaddress* /usr/local/lib/ cp -a /nixl/usr/local/include/grpc/. /usr/local/include/grpc/ cp -a /nixl/usr/local/lib/libgpr* /usr/local/lib/ cp -a /nixl/usr/local/lib/libgrpc* /usr/local/lib/ cp -a /nixl/usr/local/lib/libupb* /usr/local/lib/ cp -a /nixl/usr/local/include/grpc++/. /usr/local/include/grpc++/ cp -a /nixl/usr/local/include/grpcpp/. /usr/local/include/grpcpp/ # Copy etcd library cp /nixl/usr/local/lib/libetcd-cpp-api-core.so /usr/local/lib/libetcd-cpp-api-core.so # Copy aws-sdk-cpp headers mkdir -p /usr/local/include/aws cp -a /nixl/usr/local/include/aws/. /usr/local/include/aws/ cp -a /nixl/usr/local/lib/libaws-* /usr/local/lib/ ls -lart /usr/local/include/aws # Copy gusli headers cp -a /nixl/usr/include/gus* /usr/include/ cp -a /nixl/usr/lib/libg* /usr/lib/ # Copy nixlbench mkdir -p /usr/local/nixlbench/bin /usr/local/nixlbench/include /usr/local/nixlbench/lib cp -a /nixl/usr/local/nixlbench/. /usr/local/nixlbench/ ls -lart /usr/local/nixlbench # Install nixlbench runtime dependencies apt update apt install -y libgflags-dev libaio1t64 liburing2 rm -rf /var/lib/apt/lists/* # Copy s2n-tls headers and libs cp -a /nixl/usr/local/s2n-tls-install/include/. /usr/local/include/ cp -a /nixl/usr/local/s2n-tls-install/lib/. /usr/local/lib/ ls -lart /usr/local/lib/libs2n* ldconfig if [ "${ENABLE_MITMPROXY}" = "1" ]; then /tmp/manage_cert.sh uninstall; fi # buildkit	09/15/2026 10:22 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`TARGETARCH=amd64`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`LD_LIBRARY_PATH=/usr/local/nixlbench/lib:/usr/local/lib:/opt/amazon/efa/lib:/usr/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/nixl/lib/x86_64-linux-gnu:/usr/local/nixl/lib/aarch64-linux-gnu`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`PATH=/usr/local/nixlbench/bin:/usr/local/nixl/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/mpi/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/amazon/efa/bin`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`ENABLE_MITMPROXY=0`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`LD_LIBRARY_PATH=/usr/local/lib:/opt/amazon/efa/lib:/usr/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/nixl/lib/x86_64-linux-gnu:/usr/local/nixl/lib/aarch64-linux-gnu`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`RDMA_CORE_PREFIX=/usr`	09/15/2026 10:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`LIBFABRIC_INSTALL_PATH=/opt/amazon/efa`	09/15/2026 10:12 PM UTC
sha256:c82d82980df43f184c5e43bef53d98414762057d9a9b3f5669f4bae3814e8a25	RUN	RUN \|2 ENABLE_MITMPROXY=0 VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION CUOBJCLIENT_VERSION /bin/bash -c set -exo pipefail export ARTIFACTORY_USER=$(cat /run/secrets/ARTIFACTORY_USER) export ARTIFACTORY_TOKEN=$(cat /run/secrets/ARTIFACTORY_TOKEN) export DEVEL=1 BASE=0 # libfabric needs nvml-dev COMPONENT_LIST="nvrtc-dev nvml-dev cupti-dev" /nvidia/build-scripts/installCUDA.sh VERSION_LIST="${VERSION_LIST}" /nvidia/build-scripts/installLIBS.sh /nvidia/build-scripts/installNCCL.sh NOBUILDER=1 /nvidia/build-scripts/installTRT.sh /nvidia/build-scripts/installCUDNN.sh /nvidia/build-scripts/installCUSPARSELT.sh DPKG_DIVERT=1 /nvidia/build-scripts/installNVSHMEM.sh # Clean up libcudnn_engines_precompiled rm -rf /usr/lib/-linux-gnu/libcudnn_engines_precompiled.so # buildkit	09/15/2026 10:12 PM UTC