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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 • 1098 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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