Abstract: The present disclosure provides a method for generating a backbone network, an apparatus for generating a backbone network, a device, and a storage medium. The method includes: acquiring a set of a training image, a set of an inference image, and a set of an initial backbone network; training and inferring, for each initial backbone network in the set of the initial backbone network, the initial backbone network by using the set of the training image and the set of the inference image, to obtain an inference time and an inference accuracy of a trained backbone network in an inference process; determining a basic backbone network based on the inference time and the inference accuracy of the trained backbone network in the inference process; and obtaining a target backbone network based on the basic backbone network and a preset target network.

Abstract: A technology of dynamically adjusting an optical power receiving range of an optical module in a passive optical network is provided. In an optical module it includes an optical signal receive end receives an optical signal, an avalanche photodiode converts the optical signal into an optical current, an optical power detection module obtains an optical power value of the optical current, a main control chip adjusts a resistance value of a variable feedback resistor circuit according to the optical power value, and a transconductance amplifier outputs a voltage according to the resistance value of the variable feedback resistor circuit and the optical current. In this way, a bit error rate is effectively reduced, an optical power receiving range of the optical module is expanded, and system robustness is enhanced.

Abstract: A technology of dynamically adjusting an optical power receiving range of an optical module in a passive optical network is provided. In an optical module it includes an optical signal receive end receives an optical signal, an avalanche photodiode converts the optical signal into an optical current, an optical power detection module obtains an optical power value of the optical current, a main control chip adjusts a resistance value of a variable feedback resistor circuit according to the optical power value, and a transconductance amplifier outputs a voltage according to the resistance value of the variable feedback resistor circuit and the optical current. In this way, a bit error rate is effectively reduced, an optical power receiving range of the optical module is expanded, and system robustness is enhanced.

Abstract: An analog-to-digital converter protection circuit, a method for controlling an analog-to-digital converter protection circuit, and a controller are disclosed. The analog-to-digital converter protection circuit includes: an analog switch, an analog-to-digital converter, a controller, and a series circuit including at least two resistors connected in series. The controller is configured to: when the digital voltage is greater than or equal to a preset voltage threshold, output a control signal to the analog switch, to trigger the analog switch to control to a second sampling end from a first sampling end to serve as the conduction sampling end to conduct to the output end of the analog switch, where an analog voltage sampled by the second sampling end is less than an analog voltage sampled by the first sampling end; and when the digital voltage is less than the preset voltage threshold, output the digital voltage.

Abstract: An analog-to-digital converter protection circuit, a method for controlling an analog-to-digital converter protection circuit, and a controller are disclosed. The analog-to-digital converter protection circuit includes: an analog switch, an analog-to-digital converter, a controller, and a series circuit including at least two resistors connected in series. The controller is configured to: when the digital voltage is greater than or equal to a preset voltage threshold, output a control signal to the analog switch, to trigger the analog switch to control to a second sampling end from a first sampling end to serve as the conduction sampling end to conduct to the output end of the analog switch, where an analog voltage sampled by the second sampling end is less than an analog voltage sampled by the first sampling end; and when the digital voltage is less than the preset voltage threshold, output the digital voltage.