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Add seresnextaa201d_32x8d 12k and 1k weights

pull/1889/head
Ross Wightman 2023-07-26 13:16:28 -07:00
parent 394e814555
commit 3561f8e885
1 changed files with 18 additions and 0 deletions
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18
timm/models/resnet.py
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@ -1052,6 +1052,13 @@ default_cfgs = generate_default_cfgs({
'seresnextaa101d_32x8d.sw_in12k_ft_in1k': _ttcfg(
hf_hub_id='timm/',
first_conv='conv1.0', test_crop_pct=1.0),
'seresnextaa201d_32x8d.sw_in12k_ft_in1k_384': _cfg(
hf_hub_id='timm/',
interpolation='bicubic', first_conv='conv1.0', input_size=(3, 384, 384), crop_pct=1.0),
'seresnextaa201d_32x8d.sw_in12k': _cfg(
hf_hub_id='timm/',
num_classes=11821, interpolation='bicubic', first_conv='conv1.0',
crop_pct=0.95, input_size=(3, 320, 320), test_input_size=(3, 384, 384), test_crop_pct=1.0),
'resnetaa50d.sw_in12k': _ttcfg(
hf_hub_id='timm/',
@ -1838,6 +1845,17 @@ def seresnextaa101d_32x8d(pretrained=False, **kwargs) -> ResNet:
return _create_resnet('seresnextaa101d_32x8d', pretrained, **dict(model_args, **kwargs))
@register_model
def seresnextaa201d_32x8d(pretrained=False, **kwargs):
"""Constructs a SE=ResNeXt-101-D 32x8d model with avgpool anti-aliasing
"""
model_args = dict(
block=Bottleneck, layers=[3, 24, 36, 4], cardinality=32, base_width=8,
stem_width=64, stem_type='deep', avg_down=True, aa_layer=nn.AvgPool2d,
block_args=dict(attn_layer='se'))
return _create_resnet('seresnextaa201d_32x8d', pretrained, **dict(model_args, **kwargs))
@register_model
def resnetrs50(pretrained=False, **kwargs) -> ResNet:
"""Constructs a ResNet-RS-50 model.