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1 parent 776d781 commit b185a24Copy full SHA for b185a24
docs/training/lossfunctions.rst
@@ -57,7 +57,7 @@ This term compares predicted quantities to ground-truth data using predefined er
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* - ``"MEAN_SQUARE_LOG"``
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- :math:`\frac{1}{n} \sum_{i=1}^N \left( \log(|d_i| + 1) - \log(|\hat{d}_i| + 1) \right)^2`
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* - ``"VEL_LOG"``
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- - :math:`\frac{1}{n} \sum_{i=1}^N \log(|\hat{u}_i| + \epsilon) / \log(|u_i| + \epsilon)`
+ - :math:`\frac{1}{n} \sum_{i=1}^N \log((|\hat{u}_i| + \epsilon) / (|u_i| + \epsilon))`
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Here, :math:`d_i` is the ground truth, :math:`\hat{d}_i` is the predicted value, and :math:`\epsilon` is a small constant to avoid divide-by-zero.
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