Internals

Why is NumPy Faster?

1. Fixed type

• Faster to read less bytes of memory
• No type checking when iterating through objects

2. Contiguous Memory

• Benefits
  • SIMD (Single Instruction Multiple Data) Vector Processing
  • Effective Cache Utilization