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Tag: model training

AWS Cuts Prices for SageMaker GPU Instances

Oct 7, 2020 |

Amazon Web Services is cutting prices on its SageMaker managed

service for machine learning and deep learning as it attracts more financial services, healthcare and retail customers building and training ML models in production. Read more…

AI Startup Uses FPGAs to Speed Training, Inference

Oct 7, 2020 |

The latest AI startup emerging from stealth mode claims to be the first to integrate model training and inference for deep learning at the network edge, replacing GPUs with FPGA accelerators. Read more…

Synthetic Data Market Gets Real

Oct 14, 2019 |

A growing list of data privacy regulations along with demand for better training data is spawning new AI-based approaches to managing “personally identifiable” information, including “synthetic” data sets that remove personal information covered by current and pending privacy rules. Read more…

GPU Storage Approach Targets Big Data Bottlenecks

Aug 9, 2019 |

An emerging storage technology aims to leverage faster GPUs by creating a direct path between local and remote storage, thereby overcoming I/O bottlenecks that are slowing the crunching of AI and HPC data sets. Read more…

AI-Driven Decision Platforms Live in the Moment

Jun 12, 2019 |

The emerging market for AI-driven digital decision-making is grounded in new applications developed using machine learning models designed to help analysts crunch data that would allow their bosses to make the right decision, whether its engaging with customers or managing a complex supply chain. Read more…

Baidu Aims Edge Platform at AI Developers

Jan 9, 2019 |

Platform vendors are increasingly focusing on computing at the network edge as those devices sweep up more unstructured data. The goal is to move computing resources closer to data sources to reduce latency and bandwidth usage. Read more…

Uber’s Training Tool Shares Ride for Deep Learning

Dec 13, 2018 |

A Linux Foundation project focused on AI development is expanding with the addition of a deep learning training tool based on an Uber-sponsored project.

Launch by the ride-sharing specialist, the Horovod project is a distributed training framework for Keras, PyTorch and TensorFlow. Read more…

Microsoft Extends ML Framework

Oct 10, 2018 |

The latest release of Microsoft’s machine learning framework incorporates a new API intended to help .NET developers train models for improved predictions in uses cases like image classification and speech translation. Read more…

Embedded FPGA Core Aimed at Deep Learning

Jun 25, 2018 |

Different implementations of FPGA designs continue to make inroads in the development of AI applications such as neural network processing. The latest is an embedded FPGA core unveiled this week by chip designer Flex Logix. Read more…

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