This document is relevant for: Inf1, Inf2, Trn1, Trn2, Trn3

NCC_EVRF017#

Error message: The compiler encountered a reduce-window operation with base dilation (input dilation) greater than 1, which is not supported.

Erroneous code example:

result = lax.reduce_window(
    x, -jnp.inf, lax.max,
    window_dimensions=(1, 1, 1, 1),
    window_strides=(1, 1, 1, 1),
    padding='VALID',
    base_dilation=(1, 2, 1, 1) # ERROR: applying base dilation of 2 in dimension 1
)

If possible, change base dilation to be all 1s:

result = lax.reduce_window(
    x, -jnp.inf, lax.max,
    window_dimensions=(1, 1, 1, 1),
    window_strides=(1, 1, 1, 1),
    padding='VALID',
    base_dilation=(1, 1, 1, 1) # FIXED: all values are 1 (no dilation)
)

Or consider manual dilation if necessary.

This document is relevant for: Inf1, Inf2, Trn1, Trn2, Trn3