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Tensor Processing Unit (TPU) is an AI accelerator application-specific integrated circuit (ASIC) developed by Google for neural network machine learning, using Google's own TensorFlow software. [2] Google began using TPUs internally in 2015, and in 2018 made them available for third-party use, both as part of its cloud infrastructure and by ...
TPU or tpu may refer to: Science and technology. Tensor Processing Unit, a custom ASIC built by Google, tailored for their TensorFlow platform;
Google's TPU was developed in 2015 to accelerate DNN inference since the company projected that the use of voice search would require to double the computational resources allocated at the time for neural network inference. [13] The TPU was designed to be a co-processor communicating via a PCIe bus, to
A TPU is a programmable AI accelerator designed to provide high throughput of low-precision arithmetic (e.g., 8-bit), and oriented toward using or running models rather than training them. Google announced they had been running TPUs inside their data centers for more than a year, and had found them to deliver an order of magnitude better ...
See also References External links A Accelerated Graphics Port (AGP) A dedicated video bus standard introduced by INTEL enabling 3D graphics capabilities; commonly present on an AGP slot on the motherboard. (Presently a historical expansion card standard, designed for attaching a video card to a computer's motherboard (and considered high-speed at launch, one of the last off-chip parallel ...
GPGPU—General-Purpose Computing on Graphics Processing Units; GPIB—General-Purpose Instrumentation Bus; GPL—General Public License; GPL—General-Purpose Language; GPRS—General Packet Radio Service; GPT—GUID Partition Table; GPU—Graphics Processing Unit; GRUB—Grand Unified Boot-Loader; GERAN—GSM EDGE Radio Access Network
Components of a GPU. A graphics processing unit (GPU) is a specialized electronic circuit initially designed for digital image processing and to accelerate computer graphics, being present either as a discrete video card or embedded on motherboards, mobile phones, personal computers, workstations, and game consoles.
Unlike traditional processors, a DPU typically resides on a network interface card, allowing data to be processed at the network’s line rate before it reaches the CPU. This approach offloads critical but lower-level system duties—such as security, load balancing, and data routing—from the central processor, thus freeing CPUs and GPUs to ...