NVIDIA CUDA
NVIDIA CUDA
CUDA (Compute Unified Device Architecture) is NVIDIA's parallel computing platform and programming model for general computing on graphical processing units (GPUs). It enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.
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Key Features:
- Parallel computing architecture
- C/C++ programming support
- Libraries for deep learning and AI
- Cross-platform compatibility
- Integration with popular AI frameworks
AI Development Benefits:
- Accelerated machine learning training
- GPU-optimized libraries (cuDNN, cuBLAS)
- Support for major AI frameworks (TensorFlow, PyTorch)
- High-performance computing capabilities