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Only compile IsotropicModel.blocks #11

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Only compile IsotropicModel.blocks #11

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6 changes: 6 additions & 0 deletions walrus/models/isotropic_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
from operator import mul
from typing import Callable, List, Optional

import warnings
import numpy as np
import torch
import torch.nn as nn
Expand Down Expand Up @@ -430,3 +431,8 @@ def forward(
x = x.squeeze(-1)
# Return T, B, C, H, [W], [D]
return x # TODO - Return attention maps for debugging

def compile(self, **kwargs) -> None:
warnings.warn("IsotropicModel.compile() currently only supports torch compilation for IsotropicModel.blocks. Note that torch.compile(IsotropicModel) will attempt to compile the entire forward call instead", UserWarning)
for blk in self.blocks:
blk.compile(**kwargs)