binary_crossentropyΒΆ

Computes the binary crossentropy loss.

Abstract Signature:

binary_crossentropy(y_true, y_pred, from_logits: bool = False)

PyTorch

API: torch.nn.functional.binary_cross_entropy
Strategy: Direct Mapping

JAX (Core)

API: optax.sigmoid_binary_cross_entropy
Strategy: Direct Mapping

Keras

API: keras.losses.binary_crossentropy
Strategy: Direct Mapping

TensorFlow

API: tf.keras.losses.binary_crossentropy
Strategy: Direct Mapping

Apple MLX

API: mlx.nn.losses.binary_cross_entropy
Strategy: Direct Mapping

Flax NNX

API: optax.sigmoid_binary_cross_entropy
Strategy: Direct Mapping