Sentence examples for one single machine from inspiring English sources

As the number of model parameters increase, classic implementations of optimization methods on one single machine are no longer feasible.

As the number of parameters increase, implementing this algorithm on one single machine can be insufficient, due to the limited number of computational resources available.

Therefore, it is difficult for one single machine learning model to perform well on all NE classes.

It is of course also possible to run several instances of Shape in parallel in the same logical machine space regardless of whether it is one single machine or a cluster.

For the MMR algorithm, since the base learners which process part of the original datasets work in one single machine sequentially, in the next step, we plan to parallelize this step and distribute the computation to more computing nodes for the sake of increasing the computational efficiency.

Shape has been used to predict the 3D structure of over 400 bioactive oligosaccharides, ranging in size from disaccharides to tetradecasaccharides. Running on one single desktop machine it was possible to provide good conformation prediction data in less than one year for this library of compounds.

In a large-scale model, the parameters, their gradients, and the L-BFGS historical vectors are too large to fit in the memory of one single computational machine.

In this note, we consider the scheduling problem of minimizing the sum of the weighted completion times on a single machine with one non-availability interval on the machine under the non-resumable scenario.

In our study however, we will assume that any WS only exist in one instance, deployed on a single machine.

The VAIO RT High Definition Studio is a one-stop-shop handling all your high-definition video-editing needs on a single machine.

One of the challenges of companies is to machine as many part features as possible in a single setup on a single machine.