Code debugging method, device and equipment of federated learning compiler and storage medium

Abstract

The invention discloses a code debugging method and device for a federated learning compiler, equipment and a storage medium. The method comprises the steps that a debugging instruction for a code at a first position in codes before compiling is received; the debugging instruction is executed for codes at a second position corresponding to the first position in compiled codes to obtain a first debugging result, and the compiled codes are obtained by compiling the codes before compiling through the federated learning compiler; and obtaining a second debugging result corresponding to the code before compiling according to the first debugging result, and displaying the second debugging result. According to the method, debugging personnel can directly debug the codes before compiling and can directly and visually know the debugging result of the codes before compiling, and compared with debugging complex codes after compiling, the debugging efficiency is higher, and the debugging experience is better.

Description

technical field [0001] The present invention relates to the technical field of federated learning, in particular to a code debugging method, device, device and storage medium of a federated learning compiler. Background technique [0002] In the federated learning scenario, due to the multi-party information transmission, scheduling, etc., developers need to implement different code logic for each participant with different roles, so the code is complex and difficult to develop and maintain. To solve this problem, a new code writing method and a federated learning compiler are currently proposed on the basis of python (a computer programming language). Specifically, in the new code writing method, a function modifier named mpc is set, and the function modified by this modifier is compiled by the federated learning compiler and converted into code that can be directly executed by the python interpreter. All variables, operators, control characters, etc. in the function under...

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to provide a code debugging method, device, device and readable storage medium of a federated learning compiler, aiming at the code blocks modified by mpc under the current federated learning compiler scheme, and the debugging of python programs cannot be used function problem

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