| 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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