Abstract: The present disclosure provides example operation accelerators and compression methods. One example operation accelerator includes a storage configured to store first input data, weight data, and a control instruction, and an operation circuit connected to the storage and configured to perform matrix multiplication on the first input data and the weight data, to obtain a computation result. The operation accelerator further includes a compression module configured to compress the computation result to obtain compressed data, as well as a controller connected to the storage and configured to obtain the control instruction from the storage, and when the control instruction includes instructions to compress the computation result, control the compression module to compress the computation result to obtain the compressed data.

Abstract: A robot for pond desilting is provided, which includes a frame, a lead screw sliding table, and a suction pipe. An end of the frame is provided with a pressure-resistant cabin. A lead screw base is disposed on the lead screw sliding table. A rotary lead screw is disposed on the lead screw sliding table. The lead screw base is disposed on the rotary lead screw. Waterproof motors are disposed above the lead screw base, a pump body is disposed in the frame, and the suction pipe is disposed at an end of the pump body. When the robot is placed at the bottom of the pond, the motor inside the pressure-resistant cabin drives the power wheels to rotate, the power wheels drive the tracks to rotate around the power wheels, bearing wheels, and tension wheels, thereby driving the frame to move.

Abstract: The present disclosure discloses example operation accelerators and compression methods. One example operation accelerator performs operations, including storing, in a first buffer, first input data. In a second buffer, weight data can be stored. A computation result is obtained by performing matrix multiplication on the first input data and the weight data by an operation circuit connected to the input buffer and the weight buffer. The computation result is compressed by a compression module to obtain compressed data. The compressed data can be stored into a memory outside the operation accelerator by a direct memory access controller (DMAC) connected to the compression module.

Abstract: A log printing method includes: configuring a log sampling ratio and a log level for an application; after the application receives a service request, determining, based on the log sampling ratio, whether to print all logs and caching a sampling tag; when the application processes the service request, reading the sampling tag and the log level; when the read sampling tag indicates no sampling, processing, by the application, the service request and printing, by the application, logs that have a log level equal to and higher than the configured log level and correspond to the service request; and when the read sampling tag indicates a sampling, processing, by the application, the service request and printing, by the application, all logs that correspond to the service request.

Abstract: The present disclosure provides a method for tracking a method-call-chain. The method includes: setting a configuration item for whether to perform a method-call-chain tracking on a current application; intercepting before a method is called, and determining whether call chain information of the method needs to be outputted based on the configuration item; and when it is determined that the call chain information needs to be outputted, recording the call chain information of the method before executing a call request for the method, and outputting the recorded call chain information after the call request for the method is completed. The present disclosure further provides an electronic device and a computer readable storage medium. The method-call-chain tracking method, the electronic device, and the computer readable storage medium provided in the present disclosure allow the tracking of the method-call-chain without rewriting the codes by setting the configuration item and introducing a Spring-AOP.

Abstract: The present disclosure discloses example operation accelerators and compression methods. One example operation accelerator performs operations, including storing, in a first buffer, first input data. In a second buffer, weight data can be stored. A computation result is obtained by performing matrix multiplication on the first input data and the weight data by an operation circuit connected to the input buffer and the weight buffer. The computation result is compressed by a compression module to obtain compressed data. The compressed data can be stored into a memory outside the operation accelerator by a direct memory access controller (DMAC) connected to the compression module.

Abstract: The present disclosure provides a data consistency verification method, and data uploading and downloading device. According to some embodiments, a server receives N segment data of a first data sent by a terminal, the N segment data being obtained by the terminal segment the first data according to a segment specification, and N?2; the server determines an encryption policy corresponding to the first data; the server performs calculation on the N segment data of the first data according to the encryption policy to obtain a total verification value; the server stores associatively the first data formed by combining the N segment data, the segment specification, the encryption policy, and the total verification value; the server sends the first data, the segment specification, the encryption policy, and the total verification value in response to receiving a downloading request for the first data.

Abstract: The present disclosure provides a method for tracking a method-call-chain. The method includes: setting a configuration item for whether to perform a method-call-chain tracking on a current application; intercepting before a method is called, and determining whether call chain information of the method needs to be outputted based on the configuration item; and when it is determined that the call chain information needs to be outputted, recording the call chain information of the method before executing a call request for the method, and outputting the recorded call chain information after the call request for the method is completed. The present disclosure further provides an electronic device and a computer readable storage medium. The method-call-chain tracking method, the electronic device, and the computer readable storage medium provided in the present disclosure allow the tracking of the method-call-chain without rewriting the codes by setting the configuration item and introducing a Spring-AOP.

Abstract: A solvent refining method for isocyanate prepared by the phosgene method and multistage absorbing towers used in same. Solvent to be refined which contains water, iron, and/or phosgene, hydrogen chloride and other materials with color is dealt by the present method and multistage absorbing towers, which can effectively prevent a drying agent from absorbing water and hardening, partial overheating in the tower and generating channeling. Meanwhile, the pressure drop is effectively lowered. In addition, the content of water is ?50 ppm, the content of iron is ?5 ppm, the content of phosgene and hydrogen chloride is ?20 ppm, Pt—Co chroma is ?20 in the refined solvent. Therefore, the refined solvent can be used as the solvent for preparing isocyanate in the phosgene method and remarkably improve an L color of isocyanate.

Abstract: A solvent refining method for isocyanate prepared by the phosgene method and multistage absorbing towers used in same. Solvent to be refined which contains water, iron, and/or phosgene, hydrogen chloride and other materials with color is dealt by the present method and multistage absorbing towers, which can effectively prevent a drying agent from absorbing water and hardening, partial overheating in the tower and generating channeling. Meanwhile, the pressure drop is effectively lowered. In addition, the content of water is ?50 ppm, the content of iron is ?5 ppm, the content of phosgene and hydrogen chloride is ?20 ppm, Pt—Co chroma is ?20 in the refined solvent. Therefore, the refined solvent can be used as the solvent for preparing isocyanate in the phosgene method and remarkably improve an L color of isocyanate.