Module bce

Structs§

BceLossBackward: Element-wise BCE backward.
BceLossForward: Element-wise binary cross-entropy forward.
BceWithLogitsLossBackward: Element-wise BCE-with-logits backward.
BceWithLogitsLossForward: Element-wise BCE-with-logits forward.
GaussianNllLossBackwardInput: Element-wise Gaussian NLL backward w.r.t. input (mean prediction).
GaussianNllLossForward: Element-wise Gaussian NLL loss forward.
KlDivLossBackward: Element-wise KL-divergence backward w.r.t. log-input.
KlDivLossForward: Element-wise KL-divergence forward.
PoissonNllLossBackward: Element-wise Poisson NLL loss backward (log_input=True).
PoissonNllLossForward: Element-wise Poisson NLL loss forward with log_input=True (default).
SoftMarginLossBackward: Element-wise soft margin loss backward.
SoftMarginLossForward: Element-wise soft margin loss forward.

bce_loss_backward: Element-wise BCE backward.
bce_loss_forward: Element-wise binary cross-entropy forward.
bce_with_logits_loss_backward: Element-wise BCE-with-logits backward.
bce_with_logits_loss_forward: Element-wise BCE-with-logits forward.
gaussian_nll_loss_backward_input: Element-wise Gaussian NLL backward w.r.t. input (mean prediction).
gaussian_nll_loss_forward: Element-wise Gaussian NLL loss forward.
kl_div_loss_backward: Element-wise KL-divergence backward w.r.t. log-input.
kl_div_loss_forward: Element-wise KL-divergence forward.
poisson_nll_loss_backward: Element-wise Poisson NLL loss backward (log_input=True).
poisson_nll_loss_forward: Element-wise Poisson NLL loss forward with log_input=True (default).
soft_margin_loss_backward: Element-wise soft margin loss backward.
soft_margin_loss_forward: Element-wise soft margin loss forward.