What are CPU and GPU?

Understand what is the difference b/w CPU and GPU and how to avoid bottlenecking

Posted by Mr.Humorous 🥘 on October 29, 2018

1. What is a Function?

A function is a process which takes some input, called arguments, and produces some output called a return value. Functions may serve the following purposes:

  • Mapping: Produce some output based on given inputs. A function maps input values to output values.
    Math.max(2, 8, 5); // 8
    
  • Procedures: A function may be called to perform a sequence of steps. The sequence is known as a procedure, and programming in this style is known as procedural programming.
  • I/O: Some functions exist to communicate with other parts of the system, such as the screen, storage, system logs, or network.

2. What is a Pure Function?

A pure function is a function which:

  • Given the same input, will always return the same output.
    • Non-pure example:
      • Math.random(); // => 0.4011148700956255
      • Math.random(); // => 0.8533405303023756
    • Pure example:
      • highpass(5, 5); // => true
      • highpass(5, 5); // => true
  • Produces no side effects, which means that it can’t alter any external state.
    • Side effects example:
      • Saving value to disk or logging to console
  • Referential Transparency
    • Replace a function call with its resulting value without changing the meaning of the program.