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In computing, CUDA (Compute Unified Device Architecture) is a proprietary [2] parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, an approach called general-purpose computing on GPUs.
PyTorch is a machine learning library based on the Torch library, [4] [5] [6] used for applications such as computer vision and natural language processing, [7] originally developed by Meta AI and now part of the Linux Foundation umbrella.
Torch is used by the Facebook AI Research Group, [8] IBM, [9] Yandex [10] and the Idiap Research Institute. [11] Torch has been extended for use on Android [12] [better source needed] and iOS. [13] [better source needed] It has been used to build hardware implementations for data flows like those found in neural networks. [14]
The Nvidia CUDA Compiler (NVCC) translates code written in CUDA, a C++-like language, into PTX instructions (an assembly language), and the graphics driver contains a compiler which translates PTX instructions into executable binary code, [2] which can run on the processing cores of Nvidia graphics processing units (GPUs).
These features rely on CUDA cores for hardware acceleration. SDK 7 supports two forms of adaptive quantization; Spatial AQ ( H.264 and HEVC) and Temporal AQ (H.264 only). Nvidia's consumer-grade (GeForce) cards and some of its lower-end professional Quadro cards are restricted to three simultaneous encoding jobs.
Each resource has an OSType identifier (a four byte value), an ID (a signed 16-bit word), and an optional name.There are standardized resource types for dialog boxes (DITL), images (), sounds (snd ) – and executable binaries (CODE) which, until the advent of the PowerPC processor, were without exception stored in the resource fork.
Torch was a Chromium-based web browser and Internet suite developed by the North Carolina–based Torch Media. [3] As of November 2022, downloads for Torch are no longer available, and upon clicking the download button, users are redirected to the Torch Search extension on the Chrome Web Store.
(However, F9, F10 and F11 can still be used for controlling Exposé with the function modifier key, or by enabling the "Use all F1, F2, etc. keys as standard function keys" setting.) On Mac OS X 10.6 Snow Leopard , Exposé featured a new organized grid view and allowed users to activate Exposé from the Dock.