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Below is a list of notable companies that primarily focuses on artificial intelligence (AI). Companies that simply makes use of AI but have a different primary focus are not included. Companies that simply makes use of AI but have a different primary focus are not included.
Distributed Artificial Intelligence (DAI) is an approach to solving complex learning, planning, and decision-making problems.It is embarrassingly parallel, thus able to exploit large scale computation and spatial distribution of computing resources.
Horovod is a free and open-source software framework for distributed deep learning training using TensorFlow, Keras, PyTorch, and Apache MXNet. Horovod is hosted under the Linux Foundation AI (LF AI). [3] Horovod has the goal of improving the speed, scale, and resource allocation when training a machine learning model. [4]
Even before the AI boom, Singapore was one of the world’s biggest digital hubs. The country is hyper-connected to the rest of the world via 25 undersea cables, with plans to add 14 more over the ...
Self-contained DNN Model Pre-processing and Post-processing Run-time configuration for tuning & calibration DNN model interconnect Common platform TensorFlow, Keras, Caffe, Torch: Algorithm training No No / Separate files in most formats No No No Yes ONNX: Algorithm training Yes No / Separate files in most formats No No No Yes
Diagram of a Federated Learning protocol with smartphones training a global AI model. Federated learning (also known as collaborative learning) is a machine learning technique focusing on settings in which multiple entities (often referred to as clients) collaboratively train a model while ensuring that their data remains decentralized. [1]
SHRDLU, an early natural language processing computer program developed by Terry Winograd at MIT from 1968 to 1970. [64] SYSTRAN, a machine translation technology by the company of the same name, used by Yahoo!, AltaVista and Google, among others. [65] DBRX, 136 billion parameter open sourced large language model developed by Mosaic ML and ...
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related to: distributed ai model training program examples list of companies in singapore