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Add regnet_y_128gf from SWAG #5732

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Merged
merged 4 commits into from
Apr 4, 2022
Merged

Add regnet_y_128gf from SWAG #5732

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c7003de
Add regnet_y_128gh_swag weight
YosuaMichael Apr 4, 2022
6da531d
Add default weight for regnet_y_128gf
YosuaMichael Apr 4, 2022
278f0f7
Add the accuracy from experiments
YosuaMichael Apr 4, 2022
5560105
Merge branch 'main' into add-regnet-128-swag
YosuaMichael Apr 4, 2022
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15 changes: 13 additions & 2 deletions torchvision/models/regnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -629,8 +629,19 @@ class RegNet_Y_32GF_Weights(WeightsEnum):


class RegNet_Y_128GF_Weights(WeightsEnum):
# weights are not available yet.
pass
IMAGENET1K_SWAG_V1 = Weights(
url="https://download.pytorch.org/models/regnet_y_128gf_swag-c8ce3e52.pth",
transforms=partial(
ImageClassification, crop_size=384, resize_size=384, interpolation=InterpolationMode.BICUBIC
),
meta={
**_COMMON_SWAG_META,
"num_params": 644812894,
"acc@1": 88.228,
"acc@5": 98.682,
},
)
DEFAULT = IMAGENET1K_SWAG_V1


class RegNet_X_400MF_Weights(WeightsEnum):
Expand Down