EmptyLikeΒΆ

Returns an uninitialized tensor with the same size as input.

Abstract Signature:

EmptyLike(input: Tensor, dtype: Dtype, device: Device, requires_grad: bool = False)

PyTorch

API: torch.empty_like
Strategy: Direct Mapping

JAX (Core)

API: jax.numpy.empty_like
Strategy: Direct Mapping

NumPy

API: numpy.empty_like
Strategy: Direct Mapping

Keras

API: keras.ops.empty_like
Strategy: Plugin (keras_empty_like_shim)

TensorFlow

API: tf.experimental.numpy.empty_like
Strategy: Direct Mapping

Apple MLX

API: mlx.core.zeros_like
Strategy: Direct Mapping

Flax NNX

API: jax.numpy.empty_like
Strategy: Direct Mapping

PaxML / Praxis

API: jax.numpy.empty_like
Strategy: Direct Mapping