Sentence examples for large volume of training from inspiring English sources

Training neural networks from character level data requires a large volume of instances; however, the large volume of training data and model complexity makes training these networks a slow and computationally expensive task.

They often rely on methods like Markov Chain Monte Carlo (MCMC) to sample models from a posterior distribution, which can be difficult to speed up and scale up to a large number of hidden variables and a large volume of training data.

Namely, based on the mini-size training set, the proposed method can also obtain a better result; thus, this model allows for generating ideal strong classifiers without the need for large volumes of training samples.

"With respect to the automated systems that detect extremist content, our teams have manually reviewed over two million videos to provide large volumes of training examples, which improve the machine learning flagging technology," it said, adding that it has started applying that technology to other content violations as well.

Recruits in basic training and OSUT perform a large volume of physical training and physical activity and because of this they are at risk of injury [ 1].

Kucinich worked with the nation's largest railroads to create a merger agreement that improved rail safety while diverting a heavy volume of train traffic away from heavily populated residential areas of his district.

A large volume of ethics training is at issue, given that the country's business schools churn out some 100,000 M.B.A.s a year.

The startup can go to market immediately in order to secure access to the large volume of fraud data used for training their algorithm.

In terms of public transport research, there is a large volume of publications on public attitudes to buses, trains or public transport in general.

Once optimized, the trained machine learning methods can be used to process and annotate a large volume of documents to a sufficiently accurate level.

However, given the limited availability of clinical psychologists and the large volume of TKA procedures, physical therapists routinely treat patients prior to and following TKA and are optimally positioned to provide coping skills training.