HingeEmbeddingLoss

Measures the loss given an input tensor and a labels tensor (-1 or 1).

Abstract Signature:

HingeEmbeddingLoss(input: Tensor, target: Tensor, margin: float = 1.0, reduction: str = mean)

PyTorch

API: torch.hinge_embedding_loss
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: optax.hinge_embedding_loss
Strategy: Plugin (loss_reduction)

Keras

API: keras.losses.Hinge
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.keras.losses.Hinge
Strategy: Direct Mapping
Official Docs ↗