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Fix config path for PyTorch Hub #59

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merged 2 commits into from
Jun 14, 2020
Merged

Fix config path for PyTorch Hub #59

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0dec8ff
path fix for torch hub
Lijun-Yu Jun 14, 2020
4f6c0cf
Update hubconf.py
glenn-jocher Jun 14, 2020
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8 changes: 6 additions & 2 deletions hubconf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,9 @@
"""

dependencies = ['torch', 'yaml']

import os

import torch

from models.yolo import Model
Expand All @@ -24,11 +27,12 @@ def create(name, pretrained, channels, classes):
Returns:
pytorch model
"""
model = Model('models/%s.yaml' % name, channels, classes)
config = os.path.join(os.path.dirname(__file__), 'models', '%s.yaml' % name) # model.yaml path
model = Model(config, channels, classes)
if pretrained:
ckpt = '%s.pt' % name # checkpoint filename
google_utils.attempt_download(ckpt) # download if not found locally
state_dict = torch.load(ckpt)['model'].state_dict()
state_dict = torch.load(ckpt, map_location=torch.device('cpu'))['model'].state_dict()
state_dict = {k: v for k, v in state_dict.items() if model.state_dict()[k].numel() == v.numel()} # filter
model.load_state_dict(state_dict, strict=False) # load
return model
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