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NVIDIA AI Technology Fundamentals
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Tensor Cores
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CUDA Deep Neural Network library, a GPU-accelerated library of primitives for deep neural networks, optimized for popular deep learning frameworks like TensorFlow and PyTorch.
A line of NVIDIA-built AI supercomputers, ranging from individual workstations to large-scale data center systems, designed for accelerated deep learning research and development.
Specialized processing units within NVIDIA GPUs (e.g., Volta, Ampere architectures) designed to accelerate matrix multiplication operations, fundamental to deep learning and AI model training.
Graphics Processing Units developed by NVIDIA, repurposed for parallel processing crucial for AI/ML workloads, enabling faster computations for complex algorithms.