Abstract: Technology related to hardware accelerated neural network subgraphs is disclosed. In one example of the disclosed technology, a method includes receiving source code specifying a neural network model. The source code includes an application programming interface (API) marking a subgraph of the neural network model as targeted for hardware acceleration. The method includes compiling the subgraph to the neural network accelerator target to generate configuration information for the hardware accelerator. The method includes configuring the hardware accelerator to evaluate the neural network model, where the hardware accelerator is configured using the configuration information.

Abstract: Aspects of the subject matter described herein relate to social event searching. In aspects, a search engine may receive a query regarding a social event. The search engine may obtain static data that indicates a ranking of the event based on overall popularity and may change the ranking based on social data that is particular to the user issuing the query. The search results may be ordered by the ranking and returned together with other social data to a search component such as a Web browser. The Web browser may then display the results together with the other social data. The Web browser may receive additional input from the user regarding preferences and may provide the input to a backend system for use to satisfy subsequent social event queries.

Abstract: Methods, systems, and computer-readable media for managing event data and exploring the event data in an event database are provided. A data acquisition system may process the event database to remove duplicates and assign event data ranks to the event data. The event data rank may be based on query log data. In turn, a search engine communicatively connected to the event database may generate search results that include the event data. The search engine may receive an event data search request from a user. The event data matching the event data search request is retrieved from the event database and formatted, by the search engine, for display in rank order based on the event data rank, proximity of user location to an event location, and extent of query match in various event fields like title, description, etc.

Abstract: A method of configuring a mobile device allows an administrator to select multiple installation items from a set of possible installation items to include in a deployment package. At least one of the installation items includes parameters provided by an administrator that are requested from the administrator based on a configuration file associated with the installment items. The deployment package is transferred to a mobile device and the parameter values are extracted and are used to configure the mobile device.

Abstract: Given a three legged network setup, the method will automatically check necessary settings to ensure that a business application can be set up to be available over the Internet.

Abstract: A method of configuring a mobile device allows an administrator to select multiple installation items from a set of possible installation items to include in a deployment package. At least one of the installation items includes parameters provided by an administrator that are requested from the administrator based on a configuration file associated with the installment items. The deployment package is transferred to a mobile device and the parameter values are extracted and are used to configure the mobile device.