The AI World Beyond Semiconductor GPUs

Adobe Firefly Graphics Processor Units (GPUs) have become the default go-to architecture whenever the requirement is for faster throughput. The primary reason is the massively parallel processing with the help of many cores and how the memories get organized around them. Due to the benefits of such an architecture, the AI World has also adopted GPUs as its go-to silicon architecture. The goal is to process large amounts of data in the shortest time possible; other technical reasons are reusability and portability, which lower the entry barrier for new companies developing large-scale AI solutions. Several semiconductor companies provide GPU solutions. However, NVIDIA is winning the GPU race so far, and the main reason is the near-perfect software-to-silicon ecosystem it has created. It enables new and existing customers […]

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