Abstract: A unique design is provided that increases the strength and extends the life of an asphalt saw blade. The asphalt saw blade may include a main body, outer plates and cutter assemblies that are secured to the main body and outer plates. The cutter assemblies can include a front cutter component and a rear cutter component that interlock. The front cutter component may include cutting elements and a plate that reinforces the cutting elements while also shielding the front cutter component's main body from wear. The rear cutter component may also include cutting elements.

Abstract: Discussed herein is a routing mechanism for graphical processing units (GPUs) that are hosted on several host machines in a cloud environment. For a packet transmitted by a GPU of a host machine and received by a network device, the network device determines an incoming port-link of the network device on which the packet was received. The network device obtains a flow information associated with the packet, and computes, based on the flow information, an outgoing port-link of the network device in accordance with a hashing algorithm. The hashing algorithm is configured to hash packets received on a particular incoming port-link of the network device to be transmitted on a same outgoing port-link of the network device. The network device forwards the packet on the outgoing port-link of the network device.

Abstract: Discussed herein is a routing mechanism for graphical processing units (GPUs) that are hosted on several host machines in a cloud environment. For a packet transmitted by a GPU of a host machine and received by a network device, the network device determines an incoming port-link of the network device on which the packet was received. The network devices identifies, based on a GPU routing policy, an outgoing port-link of the network device that corresponds to the incoming port-link. The GPU routing policy is preconfigured prior to receiving the packet and establishes a mapping of each incoming port-link of the network device to a unique outgoing port-link of the network device. The packet is forwarded on the outgoing port-link of the network device.

Abstract: The technology herein involves accessing content of an electronic document and a shared layout for the electronic document, wherein the shared layout provides a layout for user devices having different dimensions of display areas; rendering the content of the electronic document onto a primary rendering surface and a secondary rendering surface, wherein the primary rendering surface is associated with a native platform of a user device and the secondary rendering surface is associated with the shared layout of a server; applying operation commands to modify the primary rendering surface, the operation commands resulting from a user interaction with the electronic document; merging the operation commands into a merged operation call; and invoking the merged operation call to modify the secondary rendering surface, wherein the merged operation call reduces a number of operation calls that modify the secondary rendering surface and is shared with the server to modify the shared layout.

Abstract: A unique design is provided that increases the strength and extends the life of an asphalt saw blade. The asphalt saw blade may include a main body, outer plates and cutters that are secured to the main body and outer plates via a notched interface. The cutters can include cutting elements and a plate that reinforces the cutting elements while also shielding the cutter's main body from wear.

Abstract: The technology relates to managing nighttime power for solar-powered vehicles. A system may include a sunrise estimator for estimating a time until a next sunrise, a battery state estimator for estimating a battery state, a critical battery estimator for determining a battery threshold, below which subsystems may be powered off, and an alert monitor to determine, and communicate to the solar-powered vehicle, a charge threshold and a restart charge threshold. A method may include operating a vehicle in an operational power mode, estimating a time until a next sunrise, estimating a battery state, determining a preservation battery threshold based on the estimated time until the next sunrise and the estimated battery state, determining a minimum charge threshold based on the preservation battery threshold, monitoring a battery charge level of the vehicle throughout the night, and if the battery charge level drops below the minimum charge threshold, implementing a preservation power mode.

Abstract: Therapeutic dressings, a process for the preparation of a gasotransmitter, and various methods are disclosed. A therapeutic dressing according to an embodiment includes a composition including an organic electrochemical mediator configured to reduce a gasotransmitter salt, and the gasotransmitter salt converting into a gasotransmitter upon reduction; a carrier adapted to contain the composition; and a bimetallic cell delivering current to the composition.

Abstract: Solutions improving efficiency of Softmax computation applied for efficient deep learning inference in transformers and other neural networks. The solutions utilize a reduced-precision implementation of various operations in Softmax, replacing ex with 2x to reduce instruction overhead associated with computing ex, and replacing floating point max computation with integer max computation. Further described is a scalable implementation that decomposes Softmax into UnNormalized Softmax and Normalization operations.

Abstract: Various examples are directed to a service assignment system for providing transportation services. The service assignment system may receive a transportation service request from a user. The transportation service request may describe a transportation service having a service start location and a service end location. The service assignment system may generate a plurality of routes for executing the transportation service. The service assignment system may send proposed route data describing at least a portion of the plurality of routes to a first autonomous vehicle (AV). The service assignment system may receive, from the first AV, route data describing a first route to execute the transportation service and send, to the first AV, instruction data instructing the first AV to begin executing the transportation service.

Abstract: Various examples are directed to systems and methods for providing transportation services. A service assignment system may receive a transportation service request from a user. The transportation service request may describe a transportation service having a start location and an end location. The service assignment system may select a first autonomous vehicle (AV) of a first AV type and determine a first predicted route for the first AV using vehicle capability data describing the first AV type and first difference data describing a difference between a previous predicted route for a previous AV of the first AV type and a previous planned route received from the previous AV of the first AV type. The service assignment system may receive, from the first AV, a first planned route for executing the transportation service and instruct the first AV to begin executing the transportation service.

Abstract: Systems and methods are disclosed herein for modifying suggestion metadata in an electronic document. A copy request is received to copy a portion of the electronic document. The portion of the electronic document includes a first suggestion having metadata that indicates the suggestion was made by a first user. The copy request is received from a second user. A paste request to paste the copied portion is received from the second user. The metadata of the suggestion is modified based on the paste request to obtain modified metadata.

Abstract: A unique design is provided that increases the strength and extends the life of an asphalt saw blade. The asphalt saw blade may include a main body, outer plates and cutters that are secured to the main body and outer plates via a notched interface. The cutters can include cutting elements and a plate that reinforces the cutting elements while also shielding the cutter's main body from wear.

Abstract: Systems and methods herein describe accessing a set of feature flags, a first feature flag in the set of feature flag describing vehicle navigation behavior on a routing graph, the routing graph representing the roadway, associating the set of feature flags with a vehicle, applying the associated set of feature flags to a graph traversal algorithm to generate a modified graph traversal algorithm, generating the route using the modified graph traversal algorithm; and transmitting instructions to the vehicle to begin executing the route.

Abstract: An apparatus for producing pozzolanic material from consumer waste includes a glass separator unit to remove glass material from the waste and a size reduction unit downstream the glass separator unit. The glass separator unit includes a tubular outer member and an inner helical member extending inwardly from the inner surface of the tubular outer member and defining an open central bore. The tubular outer member and the open central bore define respective coaxial longitudinal axes that are disposed at an angle relative to a horizontal reference plane, with the inlet higher than the outlet. Non-glass/non-ceramic material is output through the open outlet end of tubular outer member utilizing a flow of water. The glass/ceramic material is output to the size reduction unit through the open inlet end of the tubular outer member utilizing the rotating inner helical member of the glass separator unit.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for identifying one or more invalid images characterizing the brain of a patient. One of the methods includes obtaining a data object comprising one or more images characterizing a brain of a patient; processing the data object to determine one or more particular images that are invalid; and providing, for display to a user on a graphical interface, data characterizing i) each particular image and ii) a respective reason that each particular image is invalid selected from a set of possible reasons that an image may be invalid.

Abstract: Various examples are directed to systems and methods for routing autonomous vehicles. A system may receive vehicle capability data describing autonomous vehicles of a first type. The vehicle capability data may comprise geofence data describing a first geographic area. The system may generate first routing graph modification data comprising a first graph element descriptor based at least in part on the first geographic area and a first constraint. The system may access routing graph data describing a plurality of graph elements. The system may generate a first route for an autonomous vehicle of the first type. The generating may be based at least in part on the first routing graph modification data and the routing graph data.

Abstract: A method for shaping keratin fibres comprising: providing a crosslinking composition, wherein the crosslinking composition comprises: an active agent, wherein the active agent comprises a functional group selected from the group consisting of: —C(?O)—, —C(?O)—H, and —C(?O)—O—; and wherein the active agent is not an acid; and wherein the active agent has a molecular weight of 500 g/mol or less; a photocatalyst; a cosmetically acceptable carrier; and applying the crosslinking composition to keratin fibres, mechanically shaping the keratin fibres with an appliance or implement, and exposing the composition to electromagnetic radiation having a wavelength of from about 300 nm to about 750 nm. Also a related composition, use, kit and process.

Abstract: The present invention provides highly active locked nucleic acid cyclic-dinucleotide (LNA-CDN) immune stimulators that activate DCs via the cytoplasmic receptor known as STING (Stimulator of Interferon Genes). In particular, the LNA-CDNs of the present invention are provided in the form of a composition comprising one or more cyclic dinucleotides that induce human STING-dependent type I interferon production, wherein the cyclic dinucleotides present in the composition have at least one 2?, 4? locked nucleic acids within the cyclic dinucleotide.

Abstract: A lock for securing a bicycle to a dock. The lock consumes little power in operation, with transitions between states in which a bicycle is locked to a dock and released from the dock being driven predominately by force applied to the bicycle by a user. Force applied to the bicycle may drive a latch within the lock to move between a latched and unlatched position. A locking member may be driven in one direction by an actuator and retained by an arm that blocks movement of the locking member. The locking member may be driven in the other direction by spring force, when the locking member is released by movement of the arm, which is coupled to the latch and therefore driven by a user applying force to a bicycle. As a result, a small battery may supply power to the actuator and to communication and control circuitry.

Abstract: The technology herein involves accessing content of an electronic document and a shared layout for the electronic document, wherein the shared layout provides a layout for user devices having different dimensions of display areas; rendering the content of the electronic document onto a primary rendering surface and a secondary rendering surface, wherein the primary rendering surface is associated with a native platform of a user device and the secondary rendering surface is associated with the shared layout of a server; applying operation commands to modify the primary rendering surface, the operation commands resulting from a user interaction with the electronic document; merging the operation commands into a merged operation call; and invoking the merged operation call to modify the secondary rendering surface, wherein the merged operation call reduces a number of operation calls that modify the secondary rendering surface and is shared with the server to modify the shared layout.