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Release notes for cuda-profiling images

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cuda-profiling images provide CUDA runtime environments for AI workloads using a layered design. Each image bundles CUDA components and cuda-samples to support running, testing, and tuning across AI scenarios.

Image types

cuda-profiling images are available in two base OS variants and two image types:

Image type Description
runtime Includes CUDA runtime libraries for running CUDA applications
devel Extends the runtime image with development headers and tools for building and profiling CUDA workloads

Both types are available with or without cuDNN. Image tags follow these patterns:

  • New series: {cuda-version}-{type}[-cudnn9]-{os}

  • 1.2.2 series: {ecos-version}-{cuda-version}-{type}[-cudnn9]-{os}

Image list

All images are hosted at ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling.

Image category Image address
cuda-profiling for CUDA 13.1.0 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.1.0-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.1.0-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.1.0-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.1.0-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 13.0.2 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-runtime-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-devel-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-runtime-cudnn9-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-devel-cudnn9-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.2-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 13.0.1 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.1-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.1-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.1-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.1-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 13.0.0 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.0-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.0-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.0-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda13.0.0-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.8.1 (supports x86_64 and aarch64 architectures) ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-devel-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-runtime-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-runtime-cudnn9-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-devel-py312-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:cuda12.8.1-devel-cudnn9-py312-alinux3.2104
cuda-profiling for CUDA 12.9.1 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.1-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.1-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.1-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.1-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.9.0 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.0-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.0-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.0-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.9.0-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.8.1 (no longer maintained) ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.1-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.1-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.1-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.1-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.8.0 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.0-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.0-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.0-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.8.0-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.6.3 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-runtime-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-runtime-cudnn9-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-devel-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-devel-cudnn9-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-runtime-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-runtime-cudnn9-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-devel-ubuntu24.04
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.6.3-devel-cudnn9-ubuntu24.04
cuda-profiling for CUDA 12.1.1 ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.1.1-runtime-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.1.1-runtime-cudnn9-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.1.1-devel-py310-alinux3.2104
ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/cuda-profiling:1.2.2-cuda12.1.1-devel-cudnn9-py310-alinux3.2104

Image content

cuda-profiling:cuda13.1.0-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-1 13.1.80-1
cuda-cupti-13-1 13.1.75-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.1.0-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-1 13.1.80-1
cuda-cupti-13-1 13.1.75-1
libcudnn9-cuda-13 9.17.0.29-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.1.0-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-1 13.1.80-1
cuda-cudart-dev-13-1 13.1.80-1
cuda-cupti-13-1 13.1.75-1
cuda-cupti-dev-13-1 13.1.75-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.1.0-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-1 13.1.80-1
cuda-cudart-dev-13-1 13.1.80-1
cuda-cupti-13-1 13.1.75-1
cuda-cupti-dev-13-1 13.1.75-1
libcudnn9-cuda-13 9.17.0.29-1
libcudnn9-dev-cuda-13 9.17.0.29-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-runtime-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-runtime-cudnn9-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
libcudnn9-cuda-13 9.14.0.64-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-devel-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cudart-devel-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-devel-cudnn9-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cudart-devel-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
libcudnn9-cuda-13 9.14.0.64-1
libcudnn9-devel-cuda-13 9.14.0.64-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
libcudnn9-cuda-13 9.14.0.64-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cudart-dev-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
cuda-cupti-dev-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.2-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.96-1
cuda-cudart-dev-13-0 13.0.96-1
cuda-cupti-13-0 13.0.85-1
cuda-cupti-dev-13-0 13.0.85-1
libcudnn9-cuda-13 9.14.0.64-1
libcudnn9-dev-cuda-13 9.14.0.64-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.1-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.88-1
cuda-cupti-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.1-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.88-1
cuda-cupti-13-0 13.0.85-1
libcudnn9-cuda-13 9.13.0.50-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.1-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.88-1
cuda-cudart-dev-13-0 13.0.88-1
cuda-cupti-13-0 13.0.85-1
cuda-cupti-dev-13-0 13.0.85-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.1-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.88-1
cuda-cudart-dev-13-0 13.0.88-1
cuda-cupti-13-0 13.0.85-1
cuda-cupti-dev-13-0 13.0.85-1
libcudnn9-cuda-13 9.13.0.50-1
libcudnn9-dev-cuda-13 9.13.0.50-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.0-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.48-1
cuda-cupti-13-0 13.0.48-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.0-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.48-1
cuda-cupti-13-0 13.0.48-1
libcudnn9-cuda-13 9.12.0.46-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.0-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.48-1
cuda-cudart-dev-13-0 13.0.48-1
cuda-cupti-13-0 13.0.48-1
cuda-cupti-dev-13-0 13.0.48-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda13.0.0-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-13-0 13.0.48-1
cuda-cudart-dev-13-0 13.0.48-1
cuda-cupti-13-0 13.0.48-1
cuda-cupti-dev-13-0 13.0.48-1
libcudnn9-cuda-13 9.12.0.46-1
libcudnn9-dev-cuda-13 9.12.0.46-1
Runtime component cuda-samples 13.0

cuda-profiling:cuda12.8.1-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-dev-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
cuda-cupti-dev-12-8 12.8.90-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-dev-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
cuda-cupti-dev-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
libcudnn9-dev-cuda-12 9.8.0.87-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-runtime-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-runtime-cudnn9-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-devel-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-devel-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
Runtime component cuda-samples 12.8

cuda-profiling:cuda12.8.1-devel-cudnn9-py312-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-devel-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
libcudnn9-devel-cuda-12 9.8.0.87-1
Runtime component cuda-samples 12.8

cuda-profiling:1.2.2-cuda12.9.1-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.79-1
cuda-cupti-12-9 12.9.79-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.1-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.79-1
cuda-cupti-12-9 12.9.79-1
libcudnn9-cuda-12 9.10.2.21-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.1-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.79-1
cuda-cudart-dev-12-9 12.9.79-1
cuda-cupti-12-9 12.9.79-1
cuda-cupti-dev-12-9 12.9.79-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.1-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.79-1
cuda-cudart-dev-12-9 12.9.79-1
cuda-cupti-12-9 12.9.79-1
cuda-cupti-dev-12-9 12.9.79-1
libcudnn9-cuda-12 9.10.2.21-1
libcudnn9-dev-cuda-12 9.10.2.21-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.0-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.37-1
cuda-cupti-12-9 12.9.19-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.0-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.37-1
cuda-cupti-12-9 12.9.19-1
libcudnn9-cuda-12 9.9.0.52-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.0-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.37-1
cuda-cudart-dev-12-9 12.9.19-1
cuda-cupti-12-9 12.9.37-1
cuda-cupti-dev-12-9 12.9.19-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.9.0-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-9 12.9.37-1
cuda-cudart-dev-12-9 12.9.19-1
cuda-cupti-12-9 12.9.37-1
cuda-cupti-dev-12-9 12.9.19-1
libcudnn9-cuda-12 9.9.0.52-1
libcudnn9-dev-cuda-12 9.9.0.52-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.1-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.1-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.1-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-dev-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
cuda-cupti-dev-12-8 12.8.90-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.1-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.90-1
cuda-cudart-dev-12-8 12.8.90-1
cuda-cupti-12-8 12.8.90-1
cuda-cupti-dev-12-8 12.8.90-1
libcudnn9-cuda-12 9.8.0.87-1
libcudnn9-dev-cuda-12 9.8.0.87-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.0-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.57-1
cuda-cupti-12-8 12.8.57-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.0-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.57-1
cuda-cupti-12-8 12.8.57-1
libcudnn9-cuda-12 9.7.0.66-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.0-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.57-1
cuda-cudart-dev-12-8 12.8.57-1
cuda-cupti-12-8 12.8.57-1
cuda-cupti-dev-12-8 12.8.57-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.8.0-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-8 12.8.57-1
cuda-cudart-dev-12-8 12.8.57-1
cuda-cupti-12-8 12.8.57-1
cuda-cupti-dev-12-8 12.8.57-1
libcudnn9-cuda-12 9.7.0.66-1
libcudnn9-dev-cuda-12 9.7.0.66-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-runtime-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-runtime-cudnn9-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
libcudnn9-cuda-12 9.6.0.74-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-devel-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cudart-devel-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-devel-cudnn9-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cudart-devel-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
libcudnn9-cuda-12 9.6.0.74-1
libcudnn9-devel-cuda-12 9.6.0.74-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-runtime-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-runtime-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
libcudnn9-cuda-12 9.6.0.74-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-devel-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cudart-dev-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
cuda-cupti-dev-12-6 12.6.80-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.6.3-devel-cudnn9-ubuntu24.04

Category Component Version
BaseOS Ubuntu 24.04
System component Python 3 3.12.7
CUDA library cuda-cudart-12-6 12.6.77-1
cuda-cudart-dev-12-6 12.6.77-1
cuda-cupti-12-6 12.6.80-1
cuda-cupti-dev-12-6 12.6.80-1
libcudnn9-cuda-12 9.6.0.74-1
libcudnn9-dev-cuda-12 9.6.0.74-1
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.1.1-runtime-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-1 12.1.105
cuda-cupti-12-1 12.1.105
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.1.1-runtime-cudnn9-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-1 12.1.105
cuda-cupti-12-1 12.1.105
libcudnn9 9.2.1.18
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.1.1-devel-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-1 12.1.105
cuda-cudart-devel-12-1 12.1.105
cuda-cupti-12-1 12.1.105
Runtime component ecos 1.2.2

cuda-profiling:1.2.2-cuda12.1.1-devel-cudnn9-py310-alinux3.2104

Category Component Version
BaseOS Alibaba Cloud Linux 3 3.2104
System component Python 3 3.10.3
CUDA library cuda-cudart-12-1 12.1.105
cuda-cudart-devel-12-1 12.1.105
cuda-cupti-12-1 12.1.105
libcudnn9 9.2.1.18
libcudnn9-devel 9.2.1.18
Runtime component ecos 1.2.2

Operational requirements

Each CUDA version requires a minimum NVIDIA driver version. The CUDA driver is backward compatible, meaning images also work with the compatible driver versions listed below.

CUDA version Minimum NVIDIA driver Also compatible with
CUDA 12.1.1 525 R470
CUDA 12.6.3 560 R470, R535, R550
CUDA 12.8.0 565 R470, R535, R550, R560
CUDA 12.8.1 570 R470, R535, R550, R560, R565
CUDA 12.9.0 575 R470, R535, R550, R560, R565, R570
CUDA 12.9.1 575 R535, R550, R560, R565, R570
CUDA 13.0.0 580 R535, R550, R565, R570, R575
CUDA 13.0.1 580 R535, R550, R565, R570, R575
CUDA 13.0.2 580 R535, R550, R565, R570, R575
CUDA 13.1.0 590 R535, R550, R570, R575, R580

Architecture support:

The following image sets support both x86_64 and aarch64 architectures:

  • cuda-profiling for CUDA 12.8.1 (Ubuntu 24.04 and Alibaba Cloud Linux 3.2104)

  • cuda-profiling for CUDA 13.0.0

  • cuda-profiling for CUDA 13.0.1

  • cuda-profiling for CUDA 13.0.2 (Ubuntu 24.04 and Alibaba Cloud Linux 3.2104)

  • cuda-profiling for CUDA 13.1.0

Update history

  • January 2026: Released cuda-profiling images for CUDA 13.1.0 based on Ubuntu 24.04. These images support the x86_64 and aarch64 architectures.

  • December 2025: Released cuda-profiling images for CUDA 13.0.2 based on Alibaba Cloud Linux 3.2104. These images support the x86_64 and aarch64 architectures.

  • November 2025: Released cuda-profiling images for CUDA 13.0.2 based on Ubuntu 24.04. These images support the x86_64 and aarch64 architectures.

  • October 2025: Released cuda-profiling images for CUDA 13.0.1. These images support the x86_64 and aarch64 architectures.

  • October 2025: Released cuda-profiling images for CUDA 12.8.1 based on Alibaba Cloud Linux 3.2104. These images support the x86_64 and aarch64 architectures.

  • September 2025: Released cuda-profiling images for CUDA 12.8.1 based on Ubuntu 24.04. These images support the x86_64 and aarch64 architectures.

  • September 2025: Released cuda-profiling images for CUDA 13.0.0. These images support the x86_64 and aarch64 architectures.

  • July 2025: Released cuda-profiling 1.2.2 images for CUDA 12.9.1.

  • June 2025: Released cuda-profiling 1.2.2 images for CUDA 12.8.1 based on Alibaba Cloud Linux 3.2104.

  • May 2025: Released cuda-profiling 1.2.2 images for CUDA 12.9.0.

  • April 2025: Released cuda-profiling 1.2.2 images for CUDA 12.8.1.

  • February 2025: Released cuda-profiling 1.2.2 images for CUDA 12.6.3 based on Alibaba Cloud Linux 3.2104.

  • February 2025: Released cuda-profiling 1.2.2 images for CUDA 12.8.0.

  • January 2025: Released cuda-profiling 1.2.2 images for CUDA 12.1.1 and CUDA 12.6.3.

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