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lots of missing imports in pymic/net/net3d/trans3d/transunet3d.py #47

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@lyhyl

lots of missing imports in pymic/net/net3d/trans3d/transunet3d.py.

from ..networks.neural_networkimportSegmentationNetwork
from .vit_modelingimportTransformer
from .vit_modelingimportCONFIGSasCONFIGS_ViT

ifself.is_masked_attn:
from .mask2former_modeling.transformer_decoder.mask2former_transformer_decoder3dimportMultiScaleMaskedTransformerDecoder3d
cfg['num_feature_levels'] =1ifnotself.is_max_msorself.is_max_ms_fpnelse3
cfg["is_masking"] =Trueifis_maskingelseFalse
cfg["is_masking_argmax"] =Trueifis_masking_argmaxelseFalse
cfg["is_mhsa_float32"] =Trueifis_mhsa_float32elseFalse
cfg["no_max_hw_pe"] =Trueifno_max_hw_peelseFalse
self.predictor=MultiScaleMaskedTransformerDecoder3d(in_channels=max_hidden_dim, mask_classification=is_max_cls, **cfg)
else:
from .mask2former_modeling.transformer_decoder.maskformer_transformer_decoder3dimportStandardTransformerDecoder
cfg["dropout"], cfg["enc_layers"], cfg["deep_supervision"] =0.1, 0, False
self.predictor=StandardTransformerDecoder(in_channels=max_hidden_dim, mask_classification=is_max_cls, **cfg)

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