AveragePooling2D

Average pooling operation for 2D spatial data.

Abstract Signature:

AveragePooling2D(pool_size: Union[int, Tuple[int, int]], strides: Union[int, Tuple[int, int]], padding: str = valid, data_format: str)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.nn.AvgPool2d

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: keras.layers.AveragePooling2D

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.AveragePooling2D

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.nn.AvgPool2d

Strategy: Direct Mapping

Official Docs ↗

Flax NNX

API: flax.nnx.AvgPool

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: praxis.layers.AvgPooling

Strategy: Direct Mapping

Official Docs ↗