47 lines
1.4 KiB
Python
47 lines
1.4 KiB
Python
from mmcv import ConfigDict
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from mmseg.models import build_segmentor
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from .utils import _segmentor_forward_train_test
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def test_encoder_decoder():
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# test 1 decode head, w.o. aux head
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cfg = ConfigDict(
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type='EncoderDecoder',
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backbone=dict(type='ExampleBackbone'),
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decode_head=dict(type='ExampleDecodeHead'),
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train_cfg=None,
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test_cfg=dict(mode='whole'))
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segmentor = build_segmentor(cfg)
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_segmentor_forward_train_test(segmentor)
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# test slide mode
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cfg.test_cfg = ConfigDict(mode='slide', crop_size=(3, 3), stride=(2, 2))
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segmentor = build_segmentor(cfg)
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_segmentor_forward_train_test(segmentor)
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# test 1 decode head, 1 aux head
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cfg = ConfigDict(
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type='EncoderDecoder',
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backbone=dict(type='ExampleBackbone'),
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decode_head=dict(type='ExampleDecodeHead'),
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auxiliary_head=dict(type='ExampleDecodeHead'))
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cfg.test_cfg = ConfigDict(mode='whole')
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segmentor = build_segmentor(cfg)
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_segmentor_forward_train_test(segmentor)
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# test 1 decode head, 2 aux head
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cfg = ConfigDict(
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type='EncoderDecoder',
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backbone=dict(type='ExampleBackbone'),
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decode_head=dict(type='ExampleDecodeHead'),
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auxiliary_head=[
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dict(type='ExampleDecodeHead'),
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dict(type='ExampleDecodeHead')
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])
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cfg.test_cfg = ConfigDict(mode='whole')
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segmentor = build_segmentor(cfg)
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_segmentor_forward_train_test(segmentor)
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