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The LatentCutToBatch node splits a latent representation along a chosen dimension into multiple slices and stacks them into a new batch. This allows you to process different parts of a latent sample independently.

Inputs

ParameterData TypeRequiredRangeDescription
samplesLATENTYes-The latent representation to be split and batched.
dimCOMBOYes"t"
"x"
"y"
The dimension along which to cut the latent samples. "t" refers to the temporal dimension, "x" to the width, and "y" to the height.
slice_sizeINTYes1 to 16384 (max resolution)The size of each slice to cut from the specified dimension. If the dimension’s size is not perfectly divisible by this value, the remainder is discarded. (default: 1)

Outputs

Output NameData TypeDescription
samplesLATENTThe resulting latent batch, containing the sliced and stacked samples.

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