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4 changes: 2 additions & 2 deletions nipreps/synthstrip/model.py
Original file line number Diff line number Diff line change
Expand Up @@ -89,7 +89,7 @@ def __init__(
max_pool = [max_pool] * self.nb_levels

# cache downsampling / upsampling operations
MaxPooling = getattr(nn, 'MaxPool%dd' % ndims)
MaxPooling = getattr(nn, f'MaxPool{ndims}d')
self.pooling = [MaxPooling(s) for s in max_pool]
self.upsampling = [nn.Upsample(scale_factor=s, mode='nearest') for s in max_pool]

Expand Down Expand Up @@ -164,7 +164,7 @@ class ConvBlock(nn.Module):
def __init__(self, ndims, in_channels, out_channels, stride=1, activation='leaky'):
super().__init__()

Conv = getattr(nn, 'Conv%dd' % ndims)
Conv = getattr(nn, f'Conv{ndims}d')
self.conv = Conv(in_channels, out_channels, 3, stride, 1)
if activation == 'leaky':
self.activation = nn.LeakyReLU(0.2)
Expand Down
11 changes: 7 additions & 4 deletions nipreps/synthstrip/wrappers/nipype.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
"""SynthStrip interface."""

import os
from contextlib import suppress
from pathlib import Path

from nipype.interfaces.base import (
Expand All @@ -37,8 +38,10 @@
_fs_home = os.getenv('FREESURFER_HOME', None)
_default_model_path = Path(_fs_home) / 'models' / 'synthstrip.1.pt' if _fs_home else Undefined

if _fs_home and not _default_model_path.exists():
_default_model_path = Undefined
use_defaultmodel = False
with suppress(AttributeError):
use_defaultmodel = _default_model_path.exists()
_default_model_path = str(_default_model_path)


class _SynthStripInputSpec(CommandLineInputSpec):
Expand All @@ -50,8 +53,8 @@ class _SynthStripInputSpec(CommandLineInputSpec):
)
use_gpu = traits.Bool(False, usedefault=True, argstr='-g', desc='Use GPU', nohash=True)
model = File(
str(_default_model_path),
usedefault=True,
_default_model_path,
usedefault=use_defaultmodel,
exists=True,
argstr='--model %s',
desc="file containing model's weights",
Expand Down