What will be the output of this code?

medium📝 Predict Output Q13 of 15

NumPy - Array Data Types

import numpy as np
arr = np.array([127, 128], dtype='int8')
print(arr)

A[127 128]

B[127 -128]

C[127 0]

DError: value out of range

Step-by-Step Solution

Solution:

Step 1: Understand int8 range
int8 can store values from -128 to 127. The value 128 is outside this range.
Step 2: Observe overflow behavior
When 128 is stored in int8, it wraps around to -128 due to overflow.
Final Answer:
[127 -128] -> Option B
Quick Check:
int8 overflow wraps 128 to -128 [OK]

Quick Trick: int8 max is 127; values above wrap to negative [OK]

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