{"library":"nvidia-cuda-runtime-cu12","title":"NVIDIA CUDA Runtime (CUDA 12)","description":"This package provides the native CUDA Runtime libraries as Python Wheels, enabling Python applications to leverage GPU acceleration by providing core runtime functionalities. It is part of NVIDIA's initiative to offer native Python support for CUDA, simplifying GPU-based parallel processing for high-performance computing, data science, and AI workloads. The current version is 12.9.79, with releases generally aligning with the NVIDIA CUDA Toolkit.","language":"python","status":"active","last_verified":"Tue May 12","install":{"commands":["pip install nvidia-cuda-runtime-cu12"],"cli":null},"imports":["This package primarily provides native shared libraries. High-level Python libraries (e.g., PyTorch, TensorFlow, or the `cuda-python` project's `cuda.core` module) implicitly link against and utilize these runtime components, rather than requiring direct imports of `nvidia_cuda_runtime_cu12` itself in user code."],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import torch\n\nif torch.cuda.is_available():\n    print(f\"CUDA is available! Version: {torch.version.cuda}\")\n    print(f\"Number of GPUs: {torch.cuda.device_count()}\")\n    print(f\"Current GPU name: {torch.cuda.get_device_name(0)}\")\nelse:\n    print(\"CUDA is not available. Please check your installation and drivers.\")","lang":"python","description":"While `nvidia-cuda-runtime-cu12` itself doesn't offer direct high-level Python APIs, its successful installation allows frameworks like PyTorch to leverage the CUDA runtime. 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