Skip to content

Fix cpu inference #152

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 5 commits into from
Sep 24, 2020
+3 −2
Merged

Fix cpu inference #152

Changes from all commits
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
dfae731
Add missing map_location
daavoo Sep 24, 2020
9a8de03
Add docstring
daavoo Sep 24, 2020
5c7185a
Update mmseg/apis/inference.py
daavoo Sep 24, 2020
84a4284
Update inference.py
daavoo Sep 24, 2020
cdd346a
Update inference.py
daavoo Sep 24, 2020
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 3 additions & 2 deletions mmseg/apis/inference.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,8 @@ def init_segmentor(config, checkpoint=None, device='cuda:0'):
object.
checkpoint (str, optional): Checkpoint path. If left as None, the model
will not load any weights.

device (str, optional) CPU/CUDA device option. Default 'cuda:0'.
Use 'cpu' for loading model on CPU.
Returns:
nn.Module: The constructed segmentor.
"""
Expand All @@ -28,7 +29,7 @@ def init_segmentor(config, checkpoint=None, device='cuda:0'):
config.model.pretrained = None
model = build_segmentor(config.model, test_cfg=config.test_cfg)
if checkpoint is not None:
checkpoint = load_checkpoint(model, checkpoint)
checkpoint = load_checkpoint(model, checkpoint, map_location='cpu')
model.CLASSES = checkpoint['meta']['CLASSES']
model.PALETTE = checkpoint['meta']['PALETTE']
model.cfg = config # save the config in the model for convenience
Expand Down