PixelUnshuffle

Reverses the PixelShuffle operation.

Abstract Signature:

PixelUnshuffle(input: Tensor, downscale_factor: int)

PyTorchJAX (Core)NumPyKerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.pixel_unshuffle

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.nn.pixel_unshuffle

Strategy: Direct Mapping

Official Docs ↗

NumPy

API: —

Strategy: Custom / Partial

Keras

API: tf.nn.space_to_depth

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.nn.space_to_depth

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: jax.nn.pixel_unshuffle

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: jax.nn.pixel_unshuffle

Strategy: Direct Mapping

Official Docs ↗