Sentence examples for framework comparison from inspiring English sources

For a framework comparison with a special focus, additional challenges or properties could be added to the matrix.

During framework comparison a performance test was developed with a goal to determine performance and effectiveness of frameworks during the same task.

Table 1 Deep learning framework comparison Framework Kernel language Bindings CPU GPU Whether open source Existing models Model training Training Caffe C++ Python&Matlab √ √ √ √ √ √ cuda-convnet C++ Python   √ √   √ √ Dccaf Python / √   √ √ √ √ Overfeat Lua Python&C++ √     √     Theano/Pylearn Python / √ √ √   √ √ Torch7 Lua / √ √ √   √  .

To maintain this calculation framework, comparison by age was also repeatedly performed between pairwise data.

It is possible that, with the proper modeling framework, comparison of DAF spectra could provide a way to "age" hot spots.

Under the Bayesian framework, model comparison is usually made by calculating Bayes factors [ 39], the ratio between the marginal probabilities of the data given the tested models and after integrating out all parameters in the models.

We argue that the evaluation approach may also be applied for framework comparisons, given that people with in-depth knowledge of the respective frameworks are involved.

Within such an overarching framework, comparisons should be made with organic disorders as well as healthy subjects.

> This model comparison framework is a useful and versatile tool.

Given the evidence, Bayesian analysis also provides a framework for model comparison.

We have shown in this paper that the computational requirements for integrating full codon models in a thermodynamic integration framework for model comparison increase drastically.