mmsegmentation/tests/test_models/test_heads/test_nl_head.py

16 lines
446 B
Python

import torch
from mmseg.models.decode_heads import NLHead
from .utils import to_cuda
def test_nl_head():
head = NLHead(in_channels=32, channels=16, num_classes=19)
assert len(head.convs) == 2
assert hasattr(head, 'nl_block')
inputs = [torch.randn(1, 32, 45, 45)]
if torch.cuda.is_available():
head, inputs = to_cuda(head, inputs)
outputs = head(inputs)
assert outputs.shape == (1, head.num_classes, 45, 45)