{"library":"nvidia-cudnn-cu11","type":"library","category":null,"description":"nvidia-cudnn-cu11 is a PyPI package that provides the NVIDIA CUDA Deep Neural Network (cuDNN) runtime libraries, specifically built for CUDA 11.x environments. cuDNN is a GPU-accelerated library of primitives designed to optimize deep neural network operations like convolutions, matrix multiplications, and pooling, enabling high-performance deep learning. The library is actively maintained with frequent updates, often multiple releases per month, to support the latest cuDNN versions and incorporate bug fixes.","language":"python","status":"active","version":"9.10.2.21","tags":["NVIDIA","CUDA","cuDNN","Deep Learning","GPU","AI","Machine Learning","Runtime"],"install":[{"cmd":"pip install --upgrade pip wheel\npip install nvidia-cudnn-cu11","imports":["# nvidia-cudnn-cu11 primarily provides shared libraries for deep learning frameworks.","import torch\nimport nvidia.cudnn.frontend as cudnn\n\n# Example usage with the frontend API (requires 'pip install nvidia-cudnn-frontend')\ngraph = cudnn.Graph()\n# ... define graph operations ..."]},{"cmd":"pip install --upgrade pip wheel\npip install nvidia-cudnn-cu11==9.10.2.21","imports":[]}],"homepage":"https://developer.nvidia.com/cuda-zone","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/nvidia-cudnn-cu11/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":25,"avg_install_s":18.9,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/nvidia-cudnn-cu11/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}