Specifically, I’ll describe how to write a custom model and IO function for a device, and how to use the Microsoft Embedded Learning Library (ELL) set of tools to deploy an optimized ML model to a device on the edge. The custom IO approach is currently, as I wri...
XPathDocument has been optimized for evaluating XPath expressions, but you're forced to use XPathNavigator's Select method since XPathDocument only supportsXPathNavigator traversal. These conclusions are completely based on current (version 1.0) implementation details, which may change over time. QIs ...
Internal auditor selection using a TOPSIS/non-linear programming model. Ann. Oper. Res. 2021, 296, 513–539. [Google Scholar] [CrossRef] Stoyan, Y.; Yaskov, G. Optimized packing unequal spheres into a multiconnected domain: Mixed-integer non-linear programming approach. Int. J. Comput. ...
when an anomaly is detected in the landing gear, the faulty part can be quickly diagnosed, thus enabling faster and more adaptive maintenance. The optimized multi-fault diagnosis model proposed in this study achieves average accuracy, a precision rate, a recall rate, and an F1 score of more ...
This stored procedure, if called with NULL, has the final SELECT statement optimized for@date= NULL. Because no rows have NULL OrderDate, the cardinality estimate for the result of applying this filter toSalesOrderHeaderis very low (1 row). However, at run time, the date is not NULL, but...
Scientific hyperparameters are those whose effect on the model's performance we're trying to measure. Nuisance hyperparameters are those that need to be optimized over in order to fairly compare different values of the scientific hyperparameters. This is similar to the statistical concept of nuisanc...
🤗 Transformers provides APIs to quickly download and use those pretrained models on a given text, fine-tune them on your own datasets and then share them with the community on ourmodel hub. At the same time, each python module defining an architecture is fully standalone and can be modifi...
the My namespace is optimized to provide simple solutions to common problems. However, you needn't abandon the simplicity that the My namespace provides because your requirements are different. Using the My namespace's customization model, you can modify the behavior of indiv...
convert- change the nature, purpose, or function of something; "convert lead into gold"; "convert hotels into jails"; "convert slaves to laborers" cypher,encipher,encrypt,cipher,write in code,code,inscribe- convert ordinary language into code; "We should encode the message for security reasons...
Rapidly generate high-precision True Digital Orthophoto (TDOM) and Digital Surface Model (DSM) from photos. The algorithm is optimized according to the different scenarios to significantly improve processing efficiency, effectively avoid image warping and deformation, and obtain detailed and accurate measur...