Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for optimizing the execution of the operations of a neural network. One of the methods includes obtaining data representing a graph characterizing a plurality of operations of a neural network, wherein each node of the graph characterizes an operation of the neural network and each edge of the graph characterizes data dependency between the operations; processing the data representing the graph using a graph embedding neural network to generate an embedding of the graph; and processing the embedding of the graph using a policy neural network to generate a task output, wherein the task output comprises, for each of the plurality of operations of the neural network, a respective decision for a particular optimization task.

Abstract: This disclosure provides a multi-layered printed circuit board (PC) that has signal array region. The signal array region has a width and circumscribes a power core region and has signal vias connected to respective signal ball pads, and ground vias connected to respective ground ball pads within the signal array region that have an associated ball pad pitch. The PCB also has an inner current power layer. The signal and ground vias are arranged on the component layer in a pattern and extend into the inner current layer. The pattern forms current power paths across the width of the signal array region, such that the current power paths have a width that is at least about 50% as wide as the ball pad pitch.

Abstract: A solar cell includes a substrate, an emitter layer, a first thin oxide layer, a first doped silicon layer, a second thin oxide layer, and a second doped silicon layer. The substrate has a first side and a second side opposite to each other. The emitter layer is disposed on the first side of the substrate and includes a first conductivity type of dopant. The first thin oxide layer is disposed on the emitter layer. The first doped silicon layer is disposed on the first thin oxide layer and includes the first conductivity type of dopant. The second thin oxide layer is disposed on the second side of the substrate. The second doped silicon layer is disposed on the second thin oxide layer and includes a second conductivity type of dopant. A method for manufacturing a solar cell is also provided herein.

Abstract: A vehicle airbag system includes an airbag module, a seat detector, and an electronic controller. The airbag module has an airbag that is configured to be movably mounted to a vehicle roof structure. The seat detector detects a position of a vehicle seat. The electronic controller is in communication with the airbag module and the seat detector. The controller controls the airbag module to inflate the airbag in a predetermined direction based on detected position of the vehicle seat by the seat detector.

Abstract: Embodiments herein provide systems and methods tracking the weight of an individual situated on a furnishing such as a chair or bed. One method generally includes receiving weight data at a weight sensor that is situated to recognize a change in weight on the furnishing, confirming that a fitness device is proximately located to the weight sensor, and transmitting the received weight data to a hosted service.

Abstract: A hand sanitizer kiosk dispenses two types of hand sanitizer product. The kiosk comprises a first compartment to dispense single-use hand sanitizer product and a second compartment to dispense packaged hand sanitizer product. For example, packaged hand sanitizer product can be sold using embodiments of this dispenser to offset the costs of providing single-use hand sanitizer product as a courtesy.

Abstract: Embodiments herein provide systems and methods tracking the weight of an individual who is lying in bed. One method generally includes periodically receiving weight data from a weight data sensor that is situated within the bed, wherein the weight data sensor has recognized a change in weight on the bed from a default weight of the bed, and providing to the individual a user interface to track weight patterns of the individual based on the received weight data.

Abstract: First streaming video content may be received from a provider. The provider may issue a request to replace part of the first streaming video content with replacement content, such as advertisements. Second streaming video content may be selected as a replacement for a first video player, while third streaming video content may be selected as a replacement for a second video player. Instructions may be sent to the first and the second video player to play a first portion of the first streaming video content, followed by their respective selected replacement content, followed by a third portion of the first streaming video content, with the respective selected replacement content replacing a second portion of the first streaming video content. Replacement of the second portion of the first streaming video content may sometimes introduce latency, which may be reduced using various techniques.

Abstract: First streaming video content may be received from a provider. The provider may issue a request to replace part of the first streaming video content with replacement content, such as advertisements. Second streaming video content may be selected as a replacement for a first video player, while third streaming video content may be selected as a replacement for a second video player. Instructions may be sent to the first and the second video player to play a first portion of the first streaming video content, followed by their respective selected replacement content, followed by a third portion of the first streaming video content, with the respective selected replacement content replacing a second portion of the first streaming video content. Replacement of the second portion of the first streaming video content may sometimes introduce latency, which may be reduced using various techniques.

Abstract: First streaming video content may be received from a provider. The provider may issue a request to replace part of the first streaming video content with replacement content, such as advertisements. Second streaming video content may be selected as a replacement for a first video player, while third streaming video content may be selected as a replacement for a second video player. Instructions may be sent to the first and the second video player to play a first portion of the first streaming video content, followed by their respective selected replacement content, followed by a third portion of the first streaming video content, with the respective selected replacement content replacing a second portion of the first streaming video content. Replacement of the second portion of the first streaming video content may sometimes introduce latency, which may be reduced using various techniques.

Abstract: Embodiments herein provide systems and methods tracking the weight of an individual who is lying in bed. One method generally includes periodically receiving weight data from a weight data sensor that is situated within the bed, wherein the weight data sensor has recognized a change in weight on the bed from a default weight of the bed, and providing to the individual a user interface to track weight patterns of the individual based on the received weight data.

Abstract: A hand sanitizer kiosk dispenses two types of hand sanitizer product. The kiosk comprises a first compartment to dispense single-use hand sanitizer product and a second compartment to dispense packaged hand sanitizer product. For example, packaged hand sanitizer product can be sold using embodiments of this dispenser to offset the costs of providing single-use hand sanitizer product as a courtesy.

Abstract: A hand sanitizer dispenser dispenses two types of hand sanitizer product. The dispenser comprises a first compartment to store single-use hand sanitizer product and a second compartment to store packaged hand sanitizer product. For example, packaged hand sanitizer product can be sold using embodiments of this dispenser to offset the costs of providing single-use hand sanitizer product as a courtesy.

Abstract: A hand sanitizer dispenser dispenses two types of hand sanitizer product. The dispenser comprises a first compartment to store single-use hand sanitizer product and a second compartment to store packaged hand sanitizer product. For example, packaged hand sanitizer product can be sold using embodiments of this dispenser to offset the costs of providing single-use hand sanitizer product as a courtesy.

Abstract: A hand sanitizer dispenser is attached to a fuel pump dispenser to provide a patron with the option to cleanse his hands after pumping fuel. The hand sanitizer includes a first dispensing outlet to dispense liquid-based hand sanitizer product; and a second dispensing outlet to dispense packaged hand sanitizer product.

Abstract: Embodiments herein provide systems and methods for selecting a credit card for a user at a point of sale. One method generally includes determining an identity of a business establishment corresponding to the point of sale where the user intends to complete a purchase transaction with one of a plurality of payment cards held by the user, providing the identity of the business establishment to at least a subset of issuers of the plurality of payment cards in order to receive details regarding rewards provided by each issuer in the subset to the user if the user uses a corresponding payment card for the purchase transaction at the business establishment, and presenting to the user a recommendation to use at least one of the payment cards for the purchase transaction based on received details regarding rewards from the issuers.

Abstract: A technique is provided for a seamless and transparent handoff from a user's mobile device to the user's stationary terminal of a network address of a remote device for the purpose of establishing a direct communication channel between the stationary terminal and a remote device, where the remote device first contacted the user's mobile device to initiate communications with the users.

Abstract: A hand sanitizer dispenser is attached to a fuel pump dispenser to provide a patron with the option to cleanse his hands after pumping fuel. The hand sanitizer includes a first dispensing outlet to dispense liquid-based hand sanitizer product; and a second dispensing outlet to dispense packaged hand sanitizer product.

Abstract: A technique is provided for a seamless and transparent handoff from a user's mobile device to the user's stationary terminal of a network address of a remote device for the purpose of establishing a direct communication channel between the stationary terminal and a remote device, where the remote device first contacted the user's mobile device to initiate communications with the users.

Abstract: In an first aspect, a ladder for mounting on a vehicle trailer includes an attachment bracket assembly for mounting on the trailer; a first side rail; a second side rail parallel to the first side rail; and a plurality of rungs pivotally connected to both the first and second side rails. The ladder is collapsible to decrease a distance between the first and second side rails. In a second aspect, a ladder for mounting on a vehicle trailer includes an attachment bracket; a first side rail; a second side rail parallel to the first side rail; a plurality of rungs connecting the first and second side rails; and a pivotal connection. The first and second side rails define a plane and the pivotal connection allows for rotation of the plane about a vertical axis. The pivotal connection is disposed between the attachment bracket and the first side rail.