torch.log2 — PyTorch 2.7 documentation (original) (raw)

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torch.log2(input: Tensor, *, out: Optional[Tensor]) → Tensor¶

Returns a new tensor with the logarithm to the base 2 of the elements of input.

yi=log⁡2(xi)y_{i} = \log_{2} (x_{i})

Parameters

input (Tensor) – the input tensor.

Keyword Arguments

out (Tensor, optional) – the output tensor.

Example:

a = torch.rand(5) a tensor([ 0.8419, 0.8003, 0.9971, 0.5287, 0.0490])

torch.log2(a) tensor([-0.2483, -0.3213, -0.0042, -0.9196, -4.3504])

• torch.log2
  • log2()