mixed_fftconv3d_fp32_bhl_chunked#

mixed_fftconv3d_fp32_bhl_chunked(
x,
kernel,
periodic,
shortcut=None,
use_phase_shift=True,
chunk_size=None,
)#

Memory-efficient 3D mixed-BC FFT conv (BHL) via channel chunking.

Produces the same output as mixed_fftconv3d_fp32_bhl() but processes at most chunk_size channels at a time to limit peak memory.

Parameters:

  • x (Tensor) – Input tensor of shape [B, H, X, Y, Z] (any dtype, cast to fp32).

  • kernel (Tensor) – Kernel tensor of shape [1|B, H, K_x, K_y, K_z].

  • periodic (Sequence[bool]) – Length-3 sequence (periodic_x, periodic_y, periodic_z).

  • shortcut (Tensor | None) – Optional per-channel scale [H].

  • use_phase_shift (bool) – See mixed_fftconv1d_fp32_bhl().

  • chunk_size (int | None) – Channels per chunk. Defaults to 128.

Returns:

Tensor of shape [B, H, X, Y, Z] in the original dtype of x.

Return type:

Tensor