Description

# cuda-toolkit 13.2.1 ### [NVIDIA CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit) > The NVIDIA CUDA Toolkit provides a development environment for creating high-performance, GPU-accelerated applications. With it, you can develop, optimize, and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms, and supercomputers. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler, and a runtime library. ### `cuda-toolkit` package The `cuda-toolkit` package is a meta-package (a package that contains no software and only installs other packages) to install all or part of the NVIDIA CUDA Toolkit. For instructions on how to use the `cuda-toolkit` package, please refer to the [NVIDIA CUDA Toolkit documentation](https://docs.nvidia.com/cuda/) and follow the installation guide for your platform. A summary of usage is also available below. ### Using the `cuda-toolkit` package The `cuda-toolkit` package uses package extras to install all or part of the CUDA Toolkit. Some examples of using the `cuda-toolkit` meta-package with extras: Install all of the CUDA Toolkit ``` pip install cuda-toolkit[all] ``` Install just the CUDA Runtime ``` pip install cuda-toolkit[cudart] ``` Install cuBLAS, cuSOLVER, and cuSPARSE ``` pip install cuda-toolkit[cublas,cusolver,cusparse] ``` ### Available extras | Extra | Package | Version | |-------|---------|---------| | `all` | All packages below | | | cccl | nvidia-cuda-cccl | 13.2.75. | | crt | nvidia-cuda-crt | 13.2.78. | | cublas | nvidia-cublas | 13.4.0.1. | | cudart | nvidia-cuda-runtime | 13.2.75. | | cudla | nvidia-cudla | 13.2.75. | | cufft | nvidia-cufft | 12.2.0.46. | | cufile | nvidia-cufile | 1.17.1.22. | | culibos | nvidia-cuda-culibos | 13.2.75. | | cuobjdump | nvidia-cuda-cuobjdump | 13.2.78. | | cupti | nvidia-cuda-cupti | 13.2.75. | | curand | nvidia-curand | 10.4.2.55. | | cusolver | nvidia-cusolver | 12.2.0.1. | | cusparse | nvidia-cusparse | 12.7.10.1. | | cuxxfilt | nvidia-cuda-cuxxfilt | 13.2.78. | | npp | nvidia-npp | 13.1.0.48. | | nvcc | nvidia-cuda-nvcc | 13.2.78. | | nvdisasm | nvidia-cuda-nvdisasm | 13.2.78. | | nvfatbin | nvidia-nvfatbin | 13.2.78. | | nvjitlink | nvidia-nvjitlink | 13.2.78 | | nvjpeg | nvidia-nvjpeg | 13.1.0.48. | | nvml | nvidia-nvml-dev | 13.2.82. | | nvptxcompiler | nvidia-nvptxcompiler | 13.2.78. | | nvrtc | nvidia-cuda-nvrtc | 13.2.78. | | nvtx | nvidia-nvtx | 13.2.75. | | nvvm | nvidia-nvvm | 13.2.78. | | opencl | nvidia-cuda-opencl | 13.2.75. | | profiler | nvidia-cuda-profiler-api | 13.2.75. | | sanitizer | nvidia-cuda-sanitizer-api | 13.2.76. | | tileiras | nvidia-cuda-tileiras | 13.2.78. |