ReduceStd

Computes the standard deviation of elements across dimensions of a tensor.

Abstract Signature:

ReduceStd(input: Tensor, axis: int | List[int], keepdims: bool = False)

PyTorch

API: torch.std
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: jnp.std
Strategy: Direct Mapping
Official Docs ↗

NumPy

API: numpy.std
Strategy: Direct Mapping
Official Docs ↗

Keras

API: keras.ops.std
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.math.reduce_std
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: —
Strategy: Macro 'mlx.core.sqrt(mlx.core.var({input}, {axis}, {keepdims}))'

Flax NNX

API: jnp.std
Strategy: Direct Mapping
Official Docs ↗

PaxML / Praxis

API: jnp.std
Strategy: Direct Mapping
Official Docs ↗