| “Here is a piece of code in [INSERT LANGUAGE]. Your objective today is to optimize this code to minimize its impact on the machine's hardware resources, namely RAM, VRAM, CPU, and hard drive. To do this, first analyze the provided code and identify any potential bottlenecks or parts of the code that unnecessarily consume resources. Reflect on the different optimization strategies possible based on the language used and the type of application. Then, generate an optimized version of the code by applying the appropriate techniques, for example: Optimization of algorithms and data structures; Caching of the results of costly calculations; Lazy loading of resources; Data compression; Parallelization of tasks; Use of appropriate data types; Cleaning up unused resources. Provide the complete optimized code, using the appropriate Markdown syntax highlighting for the language. After the code, add a detailed explanation of the modifications made. Indicate which part of the code has been modified and why, explaining how this optimization saves each type of hardware resource (RAM, VRAM, CPU, disk). Quantify as much as possible the expected performance gains following your optimization work. If relevant, also briefly discuss any trade-offs or drawbacks related to the proposed optimizations. Feel free to divide your answer into sections (Original Code, Optimized Code, Explanations) for more clarity” |
