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DeepSpeed is an open source deep learning optimization library for PyTorch. [1] Library. The library is designed to reduce computing power and memory use and to train ...
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.
Computation offloading is the transfer of resource intensive computational tasks to a separate processor, such as a hardware accelerator, or an external platform, such as a cluster, grid, or a cloud. Offloading to a coprocessor can be used to accelerate applications including: image rendering and mathematical calculations.
“They could be making a loss on inference.” (Inference is the running of an already-formed AI system.) On Monday, Jan. 27, DeepSeek said that it was targeted by a cyberattack and was limiting ...
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]
An inference engine is a computer program that tries to derive answers from a knowledge base. The Cyc inference engine performs general logical deduction . [ 8 ] It also performs inductive reasoning , statistical machine learning and symbolic machine learning , and abductive reasoning .
U.S. Coast Guard Cutter Waesche crewmembers offload bales of seized narcotics in San Diego, Feb. 13, 2025. / Credit: U.S. Coast Guard photo by Petty Officer 3rd Christopher Sappey
Infer.NET follows a model-based approach and is used to solve different kinds of machine learning problems including standard problems like classification, recommendation or clustering, customized solutions and domain-specific problems.