Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a data entity that causes a processing unit to process a computational graph. In one aspect, a method includes the actions of receiving data identifying a computational graph, the computational graph including a plurality of nodes representing operations; obtaining compilation artifacts for processing the computational graph on a processing unit; and generating a data entity from the compilation artifacts, wherein the data entity, when invoked, causes the processing unit to process the computational graph by executing the operations represented by the plurality of nodes.

Abstract: An automatic tattoo apparatus can be used to robotically apply tattoos. A customer can shop on an online tattoo marketplace to select designs created by various artists located anywhere. The online tattoo marketplace can process and manage payments, artist and/or customer profiles, bookings, tattoo design uploads, browsing and design selection, design changes, and/or perform other actions. The automatic tattoo device can apply tattoos precisely, quickly, and may with reduced pain. The tattoo apparatus can apply a wide range of different types of tattoos, including but not limited to micro tattoos, dotwork, blackwork tattoos, realism tattoos, fine-line tattoos, etc.

Abstract: Embodiments of the invention are directed to systems, methods, and computer program products for utilizing machine learning to predict future deceitful domain names and determine preferred security responses. As such, the system allows for use of a machine learning engine to collect new domain name registration information from a plurality of sources and predict future name registrations associated with said sources. A single user may register deceitful domain names through a plurality of domain name registration systems. By collecting data from multiple servers, the system may identify data trends and generate predictions of future domain names independently of any individual server. Thus, the system may benefit a number of entities, by providing real-time data analysis that would not be obtainable by any one entity operating alone.

Abstract: A microelectronic device is formed by thinning a substrate of the microelectronic device from a die attach surface of the substrate, and forming a copper-containing layer on the die attach surface of the substrate. A protective metal layer is formed on the copper-containing layer. Subsequently, the copper-containing layer is attached to a package member having a package die mount area. The protective metal layer may optionally be removed prior to attaching the copper-containing layer to the package member. Alternatively, the protective metal layer may be left on the copper-containing layer when the copper-containing layer is attached to the package member. A structure formed by the method is also disclosed.

Abstract: In examples, a semiconductor package comprises a semiconductor die having an active surface; a conductive layer coupled to the active surface; and a polyimide layer coupled to the conductive layer. The package also comprises a conductive pillar coupled to the conductive layer and to the polyimide layer; a flux adhesive material coupled to the conductive pillar; and a solder layer coupled to the flux adhesive material. The package further includes a conductive terminal coupled to the solder layer and exposed to a surface of the package, the active surface of the semiconductor die facing the conductive terminal.

Abstract: A patient interface to deliver a flow of air at a positive pressure with respect to ambient air pressure to an entrance to the patient's airways to ameliorate sleep disordered breathing includes a frame assembly and a cushion assembly configured to removably and repeatably connect to the frame assembly. The frame assembly and the cushion assembly form at least part of a plenum chamber pressurizable to a therapeutic pressure. The cushion assembly comprises a one-piece construction including a seal-forming structure configured to form a seal with a region of a patient's face surrounding the entrance to the patient's airways and a frame connection structure configured to removably and repeatably connect the cushion assembly to the frame assembly. The seal-forming structure comprises a first elastomeric material and the frame connection structure comprises a second elastomeric material, the first elastomeric material comprising a lower durometer or hardness than the second elastomeric material.

Abstract: Systems and methods for providing a uni-card interface can provide for an interactive dynamic interface for providing information to a user. The uni-card interface may include a multi-state interface that can provide increasingly more detailed information upon each interaction. For example, the uni-card interface can provide a first state with condensed information, a second state with expanded information, and a third state with immersive information.

Abstract: Provided is a digital/analog signal processing apparatus and method for controlling exposure of personally identifiable information to be transferred from storage in a secure enclave, comprising a memory and an integrated circuit coupled to the memory, configured to: select a data set stored in the storage; individuate personally identifiable information in the data set; determine an individual person's subset of personally identifiable information; extract an identifier for the individual person from the subset; interrogate stored data using the identifier to locate metadata comprising permission to expose the individual person's subset; and responsive to a failure to locate the metadata comprising permission, either: emit a signal seeking the permission; or apply a protective measure to the individual person's subset of individuated personally identifiable information prior to transfer of the data set in a digital/analog signal outside the secure enclave.

Abstract: In some examples, a chip scale package (CSP) comprises a semiconductor die; a passivation layer abutting the semiconductor die; a via extending through the passivation layer; and a first metal layer abutting the via. The CSP also includes an insulation layer abutting the first metal layer, with the insulation layer having an orifice with a maximal horizontal area of less than 32400 microns2. The CSP further includes a second metal layer abutting the insulation layer and adapted to couple to a solder ball. The second metal layer abuts the first metal layer at a point of contact defined by the orifice in the insulation layer.

Abstract: A patient interface comprising a plenum chamber, a seal-forming structure configured to form a seal with a region of the patient's face surrounding an entrance to the patient's airways, and a vent structure configured to allow a flow of gases exhaled by the patient from an interior of the plenum chamber to ambient. The plenum chamber comprises an anterior portion comprising an inlet configured to receive a flow of air at the therapeutic pressure for breathing by the patient. The vent structure is configured to vent the flow of gases from the interior of the plenum chamber in a substantially lateral direction in use. The patient interface further comprises a deflector configured to redirect the laterally vented flow of gases. The patient interface further comprises a diffuser to diffuse the vented flow of gases.

Abstract: An airless paint spraying system includes a spray tip, a paint pump configured to pump paint from a paint source, and a motor configured to drive the paint pump to pressurize the paint along a flow path to the spray tip. The spray tip releases the paint in an atomized spray pattern. A paint filter is configured to filter the paint. The airless paint spraying system includes a filter diagnostic system configured to receive an indication of an operational characteristic representing operation of the paint spraying system, generate a filter status based on the operational characteristic, and generate an output representing the filter status.

Abstract: A dental cleaning appliance includes a fluid reservoir for storing working fluid, a nozzle for delivering working fluid to the teeth of a user, a light source for illuminating the fluid reservoir and a control circuit for activating the light source to generate an alert which is conveyed to the user through the illumination of the fluid reservoir.

Abstract: A platform for patient engagement and treatment compliance is disclosed. In an example, a system includes a home therapy machine configured to perform a renal failure therapy treatment. The system also includes a mobile communication device including an application that enables a patient to select a program type for a future renal failure therapy treatment. The application is configured to determine a short program and a long program are available for the future renal failure therapy treatment and cause a user interface to provide an option to select one of the short program or the long program. The application is also configured to receive a selection of the short program or the long program via the user interface and transmit a message to the home therapy machine, the message indicative of the selection of the short program or the long program for the future renal failure therapy treatment.

Abstract: A medical fluid delivery system and device for remote machine updating and control are disclosed. An example medical fluid delivery device includes a processor and a dialysis fluid circuit including at least one dialysis fluid pump. The processor determines a self-test needs to be performed and transmits, to a server via a network, a message indicating (i) that the self-test is ready to be performed or (ii) a time to perform the self-test. The processor receives, from the server via the network, a command message to perform the self-test. The processor then causes the at least one dialysis fluid pump to perform the self-test.

Abstract: In examples, a semiconductor package comprises a semiconductor die having an active surface; a conductive layer coupled to the active surface; and a polyimide layer coupled to the conductive layer. The package also comprises a conductive pillar coupled to the conductive layer and to the polyimide layer; a flux adhesive material coupled to the conductive pillar; and a solder layer coupled to the flux adhesive material. The package further includes a conductive terminal coupled to the solder layer and exposed to a surface of the package, the active surface of the semiconductor die facing the conductive terminal.

Abstract: An automatic tattoo apparatus can be used to robotically apply tattoos. A customer can shop on an online tattoo marketplace to select designs created by various artists located anywhere. The online tattoo marketplace can process and manage payments, artist and/or customer profiles, bookings, tattoo design uploads, browsing and design selection, design changes, and/or perform other actions. The automatic tattoo device can apply tattoos precisely, quickly, and may with reduced pain. The tattoo apparatus can apply a wide range of different types of tattoos, including but not limited to micro tattoos, dotwork, blackwork tattoos, realism tattoos, fine-line tattoos, etc.

Abstract: Provided are a computer program product, system, and method for using a transient cache list and prolonged cache list to manage tracks in cache based on a demotion hint with a track access request. A track is staged into the cache in response to a request for the track. A determination is made as to whether the request provides a demotion hint. The track is indicated in a transient cache list in response to determining that the request provides the demotion hint. The track is indicated in a prolonged cache list in response to determining that the request does not provide the demotion hint. The track is demoted from the cache in response to the request for the track comprising a read request, returning the track to the read request, and the track is indicated in the transient cache list.

Abstract: Provided are a computer program product, system, and method for providing demotion hints with track access requests. A track access request is generated for a track in the storage system. A determination is made whether the track access request is for a designated utility. The track access request is submitted with a demotion hint to cause the track to be indicated on a transient cache list in response to determining that the track access request is for the designated utility. The track access request is submitted without a demotion hint in response to determining that the track access request is not for the designated utility to cause the track to be indicated on a prolonged cache list. The demotion of tracks is first attempted from the transient cache list before demoting tracks from the prolonged cache list.

Abstract: Systems and methods for providing a uni-card interface can provide for an interactive dynamic interface for providing information to a user. The uni-card interface may include a multi-state interface that can provide increasingly more detailed information upon each interaction. For example, the uni-card interface can provide a first state with condensed information, a second state with expanded information, and a third state with immersive information.

Abstract: The present disclosure provides polymorphs of 3-(2,3,5,6-tetrafluoro-3?-trifluoromethoxy-biphenyl-4-ylcarbamoyl)-thiophene-2-carboxylic acid, and methods of making such polymorphs. The present disclosure further provides pharmaceutical compositions and kits comprising polymorphs of the invention, and methods of treating, preventing, or ameliorating a disease or condition comprising administering a polymorph of the invention.