Abstract: This disclosure relates to the field of artificial intelligence, and discloses a data processing method. The method includes: obtaining a transformer model including a target network layer and a target module; and processing to-be-processed data by using the transformer model, to obtain a data processing result. The target module is configured to: perform a target operation on a feature map output at the target network layer, to obtain an operation result, and fuse the operation result and the feature map output, to obtain an updated feature map output. In this disclosure, the target module is inserted into the transformer model, and the operation result generated by the target module and an input are fused, so that information carried in a feature map output by the target network layer of the transformer model is increased.

Abstract: A method is provided for quantizing a neural network model performed by a processing system. The method comprises determining a scaling factor based on a distribution of weights associated with the neural network model, determining quantized weights based on the scaling factor and the weights associated with the distribution, determining a training loss of the neural network model based on the quantized weights during training of the neural network model, and determining an updated scaling factor for the neural network model based on a gradient of the training loss.

Abstract: Embodiments of the disclosure provide a method for configuring indication information for transportation services. The method includes receiving a first transportation request which includes a first passenger pick-up point located in a preset geographical area, and the first transportation request matches a first vehicle. The method also includes receiving a second transportation request which includes a second passenger pick-up point located in the preset geographical area, and the second transportation request matches a second vehicle. The method further includes generating first indication information for the first transportation request and second indication information for the second transportation request based on a time difference between a first estimated time for the first vehicle to arrive in the preset geographical area and a second estimated time for the second vehicle to arrive in the preset geographical area.

Abstract: The present disclosure provides a method and apparatus for controlling a terminal device, and a storage medium. The method includes: when a gesture control function is activated on a current interface of the terminal device, obtaining an interface identifier of the current interface and a preset motion corresponding to the interface identifier; turning on a camera and displaying an image taken by the camera in a preset display area of the current interface; determining whether the image contains a motion image matching with the preset motion; and if the image contains the motion image matching with the preset motion, obtaining an operation instruction corresponding to the motion image, and controlling the current interface according to the operation instruction.

Abstract: A screen control method, an apparatus, a device and a computer readable storage medium are provided. A display interface of a display screen includes a main display interface and a secondary display interface. The method includes: receiving a component call request sent by a user; switching the main display interface to the secondary display interface according to the component call request; and displaying preset component content on the secondary display interface according to a preset component display mode. Thus, the component content preset by the user can be uniformly displayed on the secondary display interface, which thus improves the user stickiness, makes the presented content more personalized and more compatible with the user's needs, thereby improving the user experience.

Abstract: Embodiments of the present disclosure disclose a control method and apparatus of an intelligent device, and a storage medium. The control method includes: determining a state of a target function to acquire target function state information; detecting an operation of a user gazing at a local screen to acquire gazing operation information; and controlling the state of the target function to switch according to the gazing operation information and the target function state information.

Abstract: Embodiments of the disclosure provide a method for configuring indication information for transportation services. The method includes receiving a first transportation request which includes a first passenger pick-up point located in a preset geographical area, and the first transportation request matches a first vehicle. The method also includes receiving a second transportation request which includes a second passenger pick-up point located in the preset geographical area, and the second transportation request matches a second vehicle. The method further includes generating first indication information for the first transportation request and second indication information for the second transportation request based on a time difference between a first estimated time for the first vehicle to arrive in the preset geographical area and a second estimated time for the second vehicle to arrive in the preset geographical area.

Abstract: The present disclosure provides a method and apparatus for controlling a terminal device, and a storage medium. The method includes: when a gesture control function is activated on a current interface of the terminal device, obtaining an interface identifier of the current interface and a preset motion corresponding to the interface identifier; turning on a camera and displaying an image taken by the camera in a preset display area of the current interface; determining whether the image contains a motion image matching with the preset motion; and if the image contains the motion image matching with the preset motion, obtaining an operation instruction corresponding to the motion image, and controlling the current interface according to the operation instruction.

Abstract: Embodiments of the disclosure provide a method for configuring indication devices in transportation services. The method includes receiving a first transportation request which includes a first passenger pick-up point located in a preset geographical area, and the first transportation request matches a first vehicle associated with a first indication device. The method also includes receiving a second transportation request which includes a second passenger pick-up point located in the preset geographical area, and the second transportation request matches a second vehicle associated with a second indication device.

Abstract: Embodiments of the present disclosure disclose a control method and apparatus of an intelligent device, and a storage medium. The control method includes: determining a state of a target function to acquire target function state information; detecting an operation of a user gazing at a local screen to acquire gazing operation information; and controlling the state of the target function to switch according to the gazing operation information and the target function state information.

Abstract: Embodiments of the disclosure provide a method for configuring indication devices in transportation services. The method includes receiving a plurality of transportation requests including passenger pick-up points located in a preset geographical area. The method further includes identifying a first transportation request matching a first vehicle and a second transportation request matching a second vehicle, where the first vehicle and the second vehicle are detected to be located in the preset geographical area. The method also includes determining that first indication information assigned with the first transportation request shares an attribute with second indication information assigned with the second transportation request. The method additionally includes adjusting the first indication information so that the first indication information no longer shares the attribute with the second indication information.

Abstract: Embodiments of the disclosure provide a method for configuring indication devices in transportation services. The method includes receiving a plurality of transportation requests including passenger pick-up points located in a preset geographical area. The method further includes identifying a first transportation request matching a first vehicle and a second transportation request matching a second vehicle, where the first vehicle and the second vehicle are detected to be located in the preset geographical area. The method also includes determining that first indication information assigned with the first transportation request shares an attribute with second indication information assigned with the second transportation request. The method additionally includes adjusting the first indication information so that the first indication information no longer shares the attribute with the second indication information.

Abstract: Embodiments of the disclosure provide a method for configuring indication devices in transportation services. The method includes receiving a first transportation request which includes a first passenger pick-up point located in a preset geographical area, and the first transportation request matches a first vehicle associated with a first indication device. The method also includes receiving a second transportation request which includes a second passenger pick-up point located in the preset geographical area, and the second transportation request matches a second vehicle associated with a second indication device.

Abstract: Embodiments of the present disclosure provide a method and a device for training an acoustic model, a terminal device and a storage medium. The method includes: displaying a content card associated with an application function on a screen of a terminal device; and performing a switching operation on the content card currently displayed on the screen when detecting that a preset switching condition is satisfied.

Abstract: A screen control method, an apparatus, a device and a computer readable storage medium are provided. A display interface of a display screen includes a main display interface and a secondary display interface. The method includes: receiving a component call request sent by a user; switching the main display interface to the secondary display interface according to the component call request; and displaying preset component content on the secondary display interface according to a preset component display mode. Thus, the component content preset by the user can be uniformly displayed on the secondary display interface, which thus improves the user stickiness, makes the presented content more personalized and more compatible with the user's needs, thereby improving the user experience.

Abstract: Embodiments of the present disclosure provide a method and a device for training an acoustic model, a terminal device and a storage medium. The method includes: displaying a content card associated with an application function on a screen of a terminal device; and performing a switching operation on the content card currently displayed on the screen when detecting that a preset switching condition is satisfied.

Abstract: A distributed, bi-directional congestion control and starvation avoidance system for wireless mesh networks. In particular implementations, the nodes of the wireless mesh network monitor their respective local buffers for traffic load, and signal upstream and downstream nodes in response to detected congestion or excess capacity to dynamically allocate transmit capacity between neighboring nodes. Particular implementations are capable of mitigating congestion and preventing starvation in a fully distributed, low-overhead, scalable and efficient manner.

Abstract: A distributed, bi-directional congestion control and starvation avoidance system for wireless mesh networks. In particular implementations, the nodes of the wireless mesh network monitor their respective local buffers for traffic load, and signal upstream and downstream nodes in response to detected congestion or excess capacity to dynamically allocate transmit capacity between neighboring nodes. Particular implementations are capable of mitigating congestion and preventing starvation in a fully distributed, low-overhead, scalable and efficient manner.

Abstract: A distributed, bidirectional congestion control and starvation avoidance system for wireless mesh networks. In particular implementations, the nodes of the wireless mesh network monitor their respective local buffers for traffic load, and signal upstream and downstream nodes in response to detected congestion or excess capacity to dynamically allocate transmit capacity between neighboring nodes. Particular implementations are capable of mitigating congestion and preventing starvation in a fully distributed, low-overhead, scalable and efficient manner.

Abstract: A virtual network image system (VNIS) maintaining virtual counterparts for each of the entities in a real-world, physical wireless local area network (WLAN) to which the VNIS corresponds. The virtual counterparts operate in accordance with a communication protocol that corresponds to that of the WLAN and under the control of a VNIS manager component. The VNIS manager component predicts and optimizes operating configurations associated with the virtual counterparts, based on “what-if” analyses, to provide automation of various services relating to the operation of the physical WLAN.