∣ input i − other i ∣ ≤ atol + rtol × ∣ other i ∣ \lvert \text{input}_i - \text{other}_i \rvert \leq \texttt{atol} + \texttt{rtol} \times \lvert \text{other}_i \rvert ∣inputi−otheri∣≤atol+rtol×∣otheri∣
elementwise, for all elements of input
and other
. The behaviour of this function is analogous to numpy.allclose
>>> torch.allclose(torch.tensor([10000., 1e-07]), torch.tensor([10000.1, 1e-08])) False >>> torch.allclose(torch.tensor([10000., 1e-08]), torch.tensor([10000.1, 1e-09])) True >>> torch.allclose(torch.tensor([1.0, float('nan')]), torch.tensor([1.0, float('nan')])) False >>> torch.allclose(torch.tensor([1.0, float('nan')]), torch.tensor([1.0, float('nan')]), equal_nan=True) True
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