modelparams.xyz

Conv Shape Calculators

Compute exact output dimensions for convolutional layers.

Legend

kKernel size
sStride
pPadding
dDilation

FAQ

Same padding?

Set p = ⌊k/2⌋ to keep output size equal to input (stride = 1).

Fractional output?

The ⌊⌋ floor rounds down. Adjust padding or stride if unexpected.

What is dilation?

Expands kernel reach without extra params. Effective size = d(k−1)+1.