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Technology

GPU

The Graphics Processing Unit (GPU): a massively parallel processor, purpose-built to accelerate computation for graphics rendering and general-purpose workloads (GPGPU).

A GPU is a specialized electronic circuit designed for concurrent, high-speed mathematical calculations: it excels at parallel processing, unlike a CPU’s serial approach. Modern units, like the NVIDIA H100 or AMD Instinct MI300X, feature thousands of cores and utilize high-bandwidth memory (HBM) to manage immense datasets efficiently. Initially focused on accelerating 3D graphics for gaming (e.g., the GeForce 256, 1999), the GPU’s architecture now dominates compute-intensive fields. Key applications include deep learning (AI/ML) model training, complex scientific simulations, and high-resolution video rendering, reducing processing time from hours to minutes.

https://en.wikipedia.org/wiki/Graphics_processing_unit
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Optimización de recursos para LLMs
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