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add binary cross entropy with logit loss #26468

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merged 6 commits into from
Aug 22, 2020
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ZHUI
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@ZHUI ZHUI commented Aug 19, 2020

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add binary cross entropy with logit loss

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Thanks for your contribution!
Please wait for the result of CI firstly. See Paddle CI Manual for details.

python/paddle/nn/functional/loss.py Outdated Show resolved Hide resolved
python/paddle/nn/functional/loss.py Outdated Show resolved Hide resolved
python/paddle/nn/functional/loss.py Show resolved Hide resolved
label = paddle.to_tensor([1.0, 0.0, 1.0], dtype="float32")
output = paddle.nn.functional.binary_cross_entropy_with_logits(input, label)
print(output.numpy()) # [0.45618808]
paddle.enable_static()
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delete 一行

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done

N is batch_size, `*` means number of additional dimensions. The ``logit``
is usually the output of Linear layer. Available dtype is float32, float64.
label (Tensor): The target labels tensor. 2-D tensor with the same shape as
``input``. The target labels which values should be numbers between 0 and 1.
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input->logit

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done

python/paddle/nn/layer/loss.py Show resolved Hide resolved
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LGTM

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2 participants