kd.losses

kd.losses#

[[Source]]

Losses.

Symbols#

Class#

kd.losses.AbsoluteValue

Absolute value loss.

kd.losses.Huber

Huber loss.

kd.losses.L1

L1 loss.

kd.losses.L2

L2 loss.

kd.losses.Loss

Base class for losses which handles masks, averaging, and loss-weight.

kd.losses.NegativeCosineSimilarity

Negative Cosine Similarity loss.

kd.losses.SigmoidBinaryCrossEntropy

Sigmoid cross-entropy loss with binary labels.

kd.losses.SoftmaxCrossEntropy

Softmax cross-entropy loss.

kd.losses.SoftmaxCrossEntropyWithIntLabels

Softmax cross-entropy loss with integer labels.

kd.losses.Value

Value loss.

Function#

kd.losses.compute_losses

Compute all losses based on given context.