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easy
framework
Element-wise Operations
Given two tensors a and b of the same shape, compute:
$$\text{result} = a^2 + 2ab + b^2$$
This is equivalent to (a + b)^2 but implement it using individual element-wise operations.
Input: Tensors a and b of the same shape.
Output: A tensor of the same shape equal to a**2 + 2*a*b + b**2.
API Reference:
-
PyTorch:
torch.pow,torch.mul,torch.add, or operators+,*,** -
JAX:
jnp.power,jnp.multiply,jnp.add, or operators
Hints
elementwise
arithmetic
torch.pow
jnp.power
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