Class | Description |
---|---|
AbsoluteDifferenceLossBp |
Absolute difference loss backprop
|
BaseLossBp | |
CosineDistanceLossBp |
Cosine distance loss
|
HingeLossBp |
Hinge loss
|
HuberLossBp |
Hinge loss
|
LogLossBp |
Binary log loss, or cross entropy loss:
-1/numExamples * sum_i (labels[i] * log(predictions[i] + epsilon) + (1-labels[i]) * log(1-predictions[i] + epsilon)) |
LogPoissonLossBp |
Log Poisson loss backprop
|
MeanPairwiseSquaredErrorLossBp |
Mean Pairwise Squared Error Loss Backprop
|
MeanSquaredErrorLossBp |
Mean squared error loss
|
SigmoidCrossEntropyLossBp |
Sigmoid cross entropy loss with logits
|
SoftmaxCrossEntropyLossBp |
Softmax cross entropy loss
|
SoftmaxCrossEntropyWithLogitsLossBp |
Softmax cross entropy loss with Logits
|
SparseSoftmaxCrossEntropyLossWithLogitsBp |
Sparse softmax cross entropy loss with logits.
|
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