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A neural processing unit (NPU), also known as AI accelerator or deep learning processor, is a class of specialized hardware accelerator [1] or computer system [2] [3] designed to accelerate artificial intelligence (AI) and machine learning applications, including artificial neural networks and computer vision.
The RK1808 is Rockchip's first chip with Neural Processing Unit (NPU) for artificial intelligence applications. [10] The RK1808 specifications include: Dual-core ARM Cortex-A35 CPU; Neural Processing Unit (NPU) with up to 3.0 TOPs supporting INT8/INT16/FP16 hybrid operation; 22 nm FD-SOI process; VPU supporting 1080p video codec
Network processing unit, hardware for networking; Neural processing unit, hardware for artificial intelligence; Numeric processing unit or floating-point unit, ...
Hexagon is the brand name for a family of digital signal processor (DSP) and later neural processing unit (NPU) products by Qualcomm. [2] Hexagon is also known as QDSP6, standing for “sixth generation digital signal processor.”
Nvidia Jetson is a series of embedded computing boards from Nvidia. The Jetson TK1, TX1 and TX2 models all carry a Tegra processor (or SoC) from Nvidia that integrates an ARM architecture central processing unit (CPU). Jetson is a low-power system and is designed for accelerating machine learning applications.
In the early 2000s, SMT was a way to add more processing threads to dual and quad-core CPUs while not using too much die space. The removal of SMT allows the physical core die area to be reduced. Increasing the number of processing threads with a greater number of physical cores can compensate for the removal of SMT providing 2 threads per core ...
Hardware acceleration is the use of computer hardware designed to perform specific functions more efficiently when compared to software running on a general-purpose central processing unit (CPU). Any transformation of data that can be calculated in software running on a generic CPU can also be calculated in custom-made hardware, or in some mix ...
The company's Myriad 2 chip is a manycore vision processing unit that can function on power-constrained devices. [citation needed] The Fathom is a USB stick containing a Myriad 2 processor, allowing a vision accelerator to be added to devices using ARM processors including PCs, drones, robots, IoT devices and video surveillance for tasks such as identifying people or objects.