https://DevOpsCloud.io -- Cloud Monk Losang Jinpa, Ph.D., MCSE/MCT, GitOps DevOps Engineer

Return to General-purpose computing on graphics processing units (GPGPU), CUDA

TLDR: GPUs (Graphics Processing Units) are specialized hardware accelerators originally designed for rendering graphics and rendering images, now widely used for computationally intensive tasks like machine learning and scientific simulations. Introduced in the late 1990s with products like the NVIDIA GeForce series, modern GPUs excel at GPU parallel processing, handling thousands of simultaneous operations, making them essential for applications requiring GPU high throughput and GPU efficiency.

https://en.wikipedia.org/wiki/Graphics_processing_unit

GPU architectures are optimized for handling parallel processing tasks, with thousands of GPU cores designed to execute simple operations across large datasets. In addition to graphics rendering, GPUs power fields like 3D rendering, video editing, and cryptocurrency mining. Modern GPUs include features like ray tracing, supported by RT Cores, and AI-driven technologies like Tensor Cores for tasks such as Deep Learning Super Sampling (DLSS). Frameworks like CUDA and OpenCL extend their utility to developers, enabling programming for a wide variety of computational workloads.

https://developer.nvidia.com/cuda-zone

GPUs are available as both consumer GPUs and professional GPUs, catering to gamers, creators, and researchers. Products like NVIDIA RTX and AMD Radeon cards offer high-performance options for gaming PCs, while workstation GPUs like NVIDIA Quadro and AMD Radeon Pro support specialized applications. The evolution of GPUs continues to push the boundaries of computational power, making them indispensable tools in modern computing environments.

https://www.amd.com/en/graphics

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Research:

• graphics processing unit on Wiktionary
• graphics processing unit on DuckDuckGo
• graphics processing unit on Reddit
• graphics processing unit on YouTube

• graphics processing unit on O'Reilly
• graphics processing unit on GitHub
• graphics processing unit on Reddit
• graphics processing unit on StackOverflow

Fair Use Sources:

• graphics processing unit on DuckDuckGo