Abstract: A waterborne coating composition, comprising (a) a first polyurethane dispersion comprising a first polyurethane having a Tg of 5° C. to 20° C., (b) a second polyurethane dispersion comprising a second polyurethane having a Tg of ?40° C. to ?60° C., and (c) a polyacrylic emulsion comprising an acrylic (co) polymer having a Tg of ?40° C. to ?20° C., is provided. A method for preparing a laminated material with the waterborne coating composition, and a laminated material prepared therefrom are also provided.

Abstract: Techniques for tuning parameters for machine learning models are described. Different values for a parameter are tested to determine the value that results in an optimized model. A parameter value may be selected for testing using a search algorithm based on how the model performs with respect to other values for the parameter. Different values may be tested until a stopping criterion (such as time for testing, number of trials, amount of enhancement in performance, etc.) is met. In some embodiments, the techniques may be used to determine parameter values for natural language processing models.

Abstract: Techniques for evaluating a natural language understanding (NLU) component and determining an action to resolve an issue processing a user input are described. The system determines which component is invoked by a baseline NLU component is processing the user input, and which component is invoked by an updated NLU component. Based on that information, the system selects the action to resolve the updated NLU component generating an undesired response to the user input.

Abstract: Techniques for evaluating a natural language understanding (NLU) component and determining an action to resolve an issue processing a user input are described. The system determines which component is invoked by a baseline NLU component is processing the user input, and which component is invoked by an updated NLU component. Based on that information, the system selects the action to resolve the updated NLU component generating an undesired response to the user input.

Abstract: A server instance, which is a collection of LUNs, containing an operating system, any applications and data storage. A processing element is the physical hardware. The combination is a server as normally understood. Templates are used to define server instances and server types to simplify deploying a server instance to a processing element. A graphical user interface provides the templates where the particular storage groups are identified and then server instances are created from lists of operating systems, applications, and available storage. The management service processor is a PXE server and provides the necessary software to identify the components of the processing element and correlate between the processing element and a server instance. The management service processor then automatically provides software to the processing element to allow it correctly boot. The management service processor manages the interconnection of the processing element and the relevant LUNs.

Abstract: A server instance, which is a collection of LUNs, containing an operating system, any applications and data storage. A processing element is the physical hardware. The combination is a server as normally understood. Templates are used to define server instances and server types to simplify deploying a server instance to a processing element. A graphical user interface provides the templates where the particular storage groups are identified and then server instances are created from lists of operating systems, applications, and available storage. The management service processor is a PXE server and provides the necessary software to identify the components of the processing element and correlate between the processing element and a server instance. The management service processor then automatically provides software to the processing element to allow it correctly boot. The management service processor manages the interconnection of the processing element and the relevant LUNs.

Abstract: A server instance, which is a collection of LUNs, containing an operating system, any applications and data storage. A processing element is the physical hardware. The combination is a server as normally understood. Templates are used to define server instances and server types to simplify deploying a server instance to a processing element. A graphical user interface provides the templates where the particular storage groups are identified and then server instances are created from lists of operating systems, applications, and available storage. The management service processor is a PXE server and provides the necessary software to identify the components of the processing element and correlate between the processing element and a server instance. The management service processor then automatically provides software to the processing element to allow it correctly boot. The management service processor manages the interconnection of the processing element and the relevant LUNs.