Sentence examples for significant compute resources from inspiring English sources

Matei Zaharia, a professor at Stanford University and one of the creators of DAWNBench, says the Fast.ai work is impressive, but notes that for many AI tasks large amounts of data and significant compute resources are still key.

Because full transcriptome assembly requires significant compute resources we opted to analyze TCGA RNA-seq data specifically for EVADR expression using the targeted de novo assembler TASR [ 37], which is much faster in situations where transcriptome-wide information is not required.

Although the pre-computation requires significant computing resources, it is within the reach of modern, yet modest, computer clusters.

As the investigation involves three-dimensional computational fluid dynamics (CFD) simulation with moving boundary requiring significant computing resources, it was executed on a Silicon Graphics (SGI) Supercomputer using parallel processing technique.

While it may be possible to simulate some large-scale systems, they require significant computing resources and do not lend themselves well to design optimization methods.

The implementation of this method has lead to a high performance pH controller, which has a simple structure and does not demand significant computing resources.

NERSC provides the significant computing resources of the Cori Phase I system [9].

Moreover, this adaptation does not require significant computing resources, nor much adaptation data.

Although such calculations can be parallelized easily, significant computing resources are required.

In addition, Bayesian optimization must maximize its non-convex acquisition function, and CMA-ES requires significant computing resources to exploit its advantages.

Furthermore, although analytical techniques are available for quantifying the potential effects of these changes, many require significant computing resources and analytical expertise.