Abstract: There is provided a method and apparatus associated with cluster-based parallel split learning. The method includes a network controller distributing a client-side model to a plurality of client devices in a cluster. The method also includes a server receiving a plurality of transmissions from each of the client devices, each transmission including smashed data and information about data used to generate the smashed data, and the server generating a gradient associated with the smashed data based at least in part on the transmissions. The method includes the server transmitting the gradient associated with the smashed data to the client devices, and the network controller receiving updated client-side models from each of the client devices. The method also includes the network controller generating an aggregated client-side model based on the received updated client-side models and transmitting the aggregated client-side model to a second cluster of client devices.

Abstract: The present application discloses a method and apparatus for controlling a motorcycle, a system, a motorcycle and a storage medium. The method includes: acquiring a first wheel speed signal and a second wheel speed signal; calculating a difference between the first wheel speed signal and the second wheel speed signal; detecting whether the difference satisfies a first condition, the first condition being used for detecting whether to adjust ignition timing of an engine; if the difference satisfies the first condition, detecting whether the exhaust temperature of the engine exceeds a temperature threshold; if the exhaust temperature does not exceed the temperature threshold, determining an ignition plug ignition angle of the engine according to the difference and the rotating speed of the engine; and adjusting the ignition timing of the engine according to the ignition plug ignition angle.

Abstract: A method includes setting, by a controller, a first bit-rate level for a next video segment, and comparing a fill level of a playback buffer to a first threshold. If the fill level of the playback buffer satisfies the first threshold, the first bit-rate level for the next video segment is replaced by setting a second bit-rate level for the next video. A first request is issued to a server for the next video segment encoded at the first bit-rate level or, if the fill level of the playback buffer satisfies the first threshold, encoded at the second bit-rate level and downloading of the requested next video segment and storing the requested video segment in the playback buffer. A decoder decodes the next video segment from the playback buffer for playback on a display device after the next video segment has been downloaded and stored in the playback buffer.

Abstract: A method is provided that includes setting, by a controller, a first bit-rate level for a next video segment, and comparing a fill level of a playback buffer to a first threshold. If the fill level of the playback buffer satisfies the first threshold, the first bit-rate level for the next video segment is replaced by setting a second bit-rate level for the next video. A first request is issued to a server for the next video segment encoded at the first bit-rate level or, if the fill level of the playback buffer satisfies the first threshold, encoded at the second bit-rate level and downloading of the requested next video segment and storing the requested video segment in the playback buffer. A decoder decodes the next video segment from the playback buffer for playback on a display device after the next video segment has been downloaded and stored in the playback buffer.

Abstract: A system and method for measuring rock volume change under microwave irradiation. The system includes a test cavity, a microwave control device, strain measurement devices, a measurement circuit, and a resistance strain gauge. The test cavity is of a sealed cavity structure, in which a rock specimen and the microwave control device are provided. The strain measurement device includes circumferential strain gauges and axial strain gauges, and is attached to the surface of the rock specimen. The measurement circuit is connected to the strain measurement devices by means of leads, and the resistance strain gauge. After microwaves emitted by the microwave control device act on the rock specimen, the plurality of circumferential strain gauges and the axial strain gauges collect data from the rock specimen, and the volume change of the rock specimen can be obtained in combination with the measurement circuit and the resistance strain gauge.

Abstract: Disclosed are a method and a device for implementing screenshot, and a storage medium. The method includes: when a trigger condition is satisfied, a terminal entering a screenshot mode; and when the terminal detects a touch action after entering the screenshot mode, the terminal capturing, according to the touch action, part or all of the contents of a screen.

Abstract: A system and a method for measuring the volume change of rock under the action of microwaves are disclosed. The test cavity is of a sealed cavity structure, and a rock specimen is placed in the test cavity. The microwave control device is arranged inside the test cavity. The strain measuring device includes circumferential strain gauge and axial strain gauge and is attached to the surface of the rock specimen. The measurement circuit is connected with a number of strain measuring devices through lead wires, and the resistance strain gauge is connected with the measurement circuit. After the microwaves emitted by the microwave control device act on the rock specimen, data acquisition is carried out on the rock specimen through the number of circumferential strain gauges and the number of axial strain gauges which are attached to the surface of the rock specimen.

Abstract: Disclosed are a method and a device for implementing screenshot, and a storage medium. The method includes: when a trigger condition is satisfied, a terminal entering a screenshot mode; and when the terminal detects a touch action after entering the screenshot mode, the terminal capturing, according to the touch action, part or all of the contents of a screen.