depthwise vs depth-wise

Both 'depthwise' and 'depth-wise' are correct, but 'depthwise' is more commonly used in technical contexts. The hyphenated form 'depth-wise' is less common but can still be used in formal or technical writing.

Last updated: March 28, 2024 • 1124 views

depthwise

This is a correct term commonly used in technical contexts.

This term is used to describe a type of operation or processing that occurs along the depth dimension of a data structure.

Examples:

The depthwise convolutional layer in the neural network model is responsible for capturing spatial information within each channel.
The depthwise pooling operation helps reduce the spatial dimensions of the input data.

Alternatives:

depth-wise
along the depth dimension
in the depth direction
depth-oriented
depth-focused

depth-wise

This is a correct term, although less common than 'depthwise'.

This term can be used in formal or technical writing to describe a process or measurement that occurs with respect to depth.

Examples:

The data was analyzed depth-wise to understand the variations in the geological formations.
The sensor array was arranged depth-wise to capture signals at different depths.

Alternatives:

depthwise
along the depth dimension
in the depth direction
depth-oriented
depth-focused

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depthwise vs depth-wise

depthwise

depth-wise

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