Google llc (20240211218). Systems and Methods for Synthesizing Code from Input and Output Examples simplified abstract
Contents
Systems and Methods for Synthesizing Code from Input and Output Examples
Organization Name
Inventor(s)
Kensen Shi of Palo Alto CA (US)
Rishabh Singh of San Jose CA (US)
David J. Bieber of New York NY (US)
Systems and Methods for Synthesizing Code from Input and Output Examples - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240211218 titled 'Systems and Methods for Synthesizing Code from Input and Output Examples
The present disclosure describes systems and methods for generating computer-readable code based on input and output examples. A computing system can receive input and output data, access a library of operations, and search for operations that can be applied to the input to generate the output. By identifying the operations that produce the desired output, the system can determine the code needed to achieve the desired result.
- The system synthesizes computer-readable code based on input and output examples.
- It accesses a library of operations such as transpose, slice, norm, etc.
- The system applies these operations to the input data to identify the code needed to generate the output.
- Users with access to the library of operations can use the system to find solutions for generating desired outputs from given inputs.
- This technology streamlines the process of coding by automating the identification of operations needed to achieve specific results.
Potential Applications: - Automated code generation for various applications - Machine learning model development - Data analysis and manipulation tasks
Problems Solved: - Simplifies the process of writing code - Reduces the time and effort required to identify the necessary operations for a given task
Benefits: - Increased efficiency in code development - Facilitates rapid prototyping and experimentation - Enables users to focus on problem-solving rather than code implementation
Commercial Applications: Title: Automated Code Generation System This technology can be used in software development companies to streamline the coding process, improve productivity, and reduce development time. It can also be integrated into data analysis tools to automate data manipulation tasks.
Questions about the technology: 1. How does this system improve the efficiency of code development? 2. What are the potential limitations of using automated code generation systems in real-world applications?
Original Abstract Submitted
the present disclosure provides systems and methods for synthesizing computer-readable code based on the receipt of input and output examples. a computing system in accordance with the disclosure can be configured to receive a given input and output, access and library of operations, and perform a search of a library of operations (e.g., transpose, slice, norm, etc.) that can be applied to the input. by applying the operations to the input and tracking the results, the computing system may identify an expression comprising one or a combination of operations that when applied to the input generates the output. in this manner, implementations of the disclosure may be used to identify one or more solutions that a user having access to the library of operations may use to generate the output from the input.
