BatchNormalizationΒΆ

Layer that normalizes its inputs.

Abstract Signature:

BatchNormalization(axis: int = -1, momentum: float = 0.99, epsilon: float = 0.001, center: bool = True, scale: bool = True)

PyTorch

API: torch.nn.BatchNorm2d
Strategy: Direct Mapping

JAX (Core)

API: β€”
Strategy: Custom / Partial

Keras

API: keras.layers.BatchNormalization
Strategy: Direct Mapping

TensorFlow

API: tf.keras.layers.BatchNormalization
Strategy: Direct Mapping

Apple MLX

API: mlx.nn.BatchNorm
Strategy: Direct Mapping

Flax NNX

API: flax.nnx.BatchNorm
Strategy: Direct Mapping

PaxML / Praxis

API: praxis.layers.BatchNorm
Strategy: Direct Mapping