[Solved] What is the output dtype of this code?import numpy as np arr = np.array([1.5, 2.5], dtype=np.float16) print(arr.dtype) | NumPy

NumPy - Array Data Types

What is the output dtype of this code?

import numpy as np
arr = np.array([1.5, 2.5], dtype=np.float16)
print(arr.dtype)

Afloat32

Bfloat64

Cint16

Dfloat16

Step-by-Step Solution

Solution:

Step 1: Check dtype argument in np.array
The array is created with dtype=np.float16, so the array elements are stored as float16.
Step 2: Print dtype attribute
Printing arr.dtype will show float16 as the data type.
Final Answer:
float16 -> Option D
Quick Check:
dtype set to float16 prints float16 [OK]

Quick Trick: dtype attribute shows the array's float type [OK]

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What is the output dtype of this code?