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NVIDIA CUDA

gpu-computing platform

NVIDIA's parallel computing platform and API for GPUs

Official site

Pros and Cons

Ventajas

  • + De facto standard for deep learning
  • + Excellent performance
  • + Wide library ecosystem
  • + Extensive documentation

Desventajas

  • - NVIDIA GPUs only
  • - Steep learning curve
  • - Vendor lock-in

Casos de Uso

  • Deep learning training
  • Model inference
  • Scientific computing
  • Parallel processing