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First set of MobileNetV4 weights trained in timm #2202

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merged 2 commits into from
Jun 12, 2024
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First set of MobileNetV4 weights trained in timm #2202

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88efca1
First set of MobileNetV4 weights trained in timm
rwightman Jun 12, 2024
c63da14
Pretrained cfg name mismatch
rwightman Jun 12, 2024
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48 changes: 24 additions & 24 deletions timm/models/mobilenetv3.py
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Original file line number Diff line number Diff line change
Expand Up @@ -996,28 +996,28 @@ def _cfg(url: str = '', **kwargs):
),
"lcnet_150.untrained": _cfg(),

'mobilenetv4_conv_small': _cfg(
# hf_hub_id='timm/',
interpolation='bicubic'),
'mobilenetv4_conv_medium.r224': _cfg(
# hf_hub_id='timm/',
crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_conv_medium.r256': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_conv_large.r256': _cfg(
'mobilenetv4_conv_small.e1200_r224_in1k': _cfg(
hf_hub_id='timm/',
test_input_size=(3, 256, 256), test_crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_conv_medium.e500_r224_in1k': _cfg(
hf_hub_id='timm/',
crop_pct=0.95, test_input_size=(3, 256, 256), test_crop_pct=1.0, interpolation='bicubic'),
'mobilenetv4_conv_medium.e500_r256_in1k': _cfg(
hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8),
crop_pct=0.95, test_input_size=(3, 320, 320), test_crop_pct=1.0, interpolation='bicubic'),
'mobilenetv4_conv_large.e500_r256_in1k': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
file='mobilenetv4_conv_large-r256.pth',
input_size=(3, 256, 256), pool_size=(8, 8),
crop_pct=0.95, test_input_size=(3, 320, 320), test_crop_pct=1.0, interpolation='bicubic'),
'mobilenetv4_conv_large.r384': _cfg(
# hf_hub_id='timm/',
input_size=(3, 384, 384), pool_size=(12, 12), crop_pct=0.95, interpolation='bicubic'),

'mobilenetv4_hybrid_small': _cfg(
# hf_hub_id='timm/',
interpolation='bicubic'),
'mobilenetv4_hybrid_medium.r224': _cfg(
# hf_hub_id='timm/',
crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_hybrid_medium.e500_r224_in1k': _cfg(
hf_hub_id='timm/',
crop_pct=0.95, test_input_size=(3, 256, 256), test_crop_pct=1.0, interpolation='bicubic'),
'mobilenetv4_hybrid_medium.r256': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
Expand All @@ -1029,16 +1029,16 @@ def _cfg(url: str = '', **kwargs):
input_size=(3, 384, 384), pool_size=(12, 12), crop_pct=0.95, interpolation='bicubic'),

# experimental
'mobilenetv4_conv_aa_medium.r256': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_conv_blur_medium.r256': _cfg(
'mobilenetv4_conv_aa_medium.untrained': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_hybrid_medium_075': _cfg(
'mobilenetv4_conv_blur_medium.e500_r224_in1k': _cfg(
hf_hub_id='timm/',
crop_pct=0.95, test_input_size=(3, 256, 256), test_crop_pct=1.0, interpolation='bicubic'),
'mobilenetv4_hybrid_medium_075.untrained': _cfg(
# hf_hub_id='timm/',
crop_pct=0.95, interpolation='bicubic'),
'mobilenetv4_hybrid_large_075.r256': _cfg(
'mobilenetv4_hybrid_large_075.untrained': _cfg(
# hf_hub_id='timm/',
input_size=(3, 256, 256), pool_size=(8, 8), crop_pct=0.95, interpolation='bicubic'),
})
Expand Down Expand Up @@ -1256,7 +1256,7 @@ def mobilenetv4_hybrid_medium_075(pretrained: bool = False, **kwargs) -> MobileN
@register_model
def mobilenetv4_hybrid_large_075(pretrained: bool = False, **kwargs) -> MobileNetV3:
""" MobileNet V4 Hybrid"""
model = _gen_mobilenet_v4('mobilenetv4_hybrid_large', 0.75, pretrained=pretrained, **kwargs)
model = _gen_mobilenet_v4('mobilenetv4_hybrid_large_075', 0.75, pretrained=pretrained, **kwargs)
return model


Expand Down
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