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model.py

@@ -6,8 +6,6 @@ import torch.nn.functional as F
 from torch import Tensor, nn
 from torch.nn import TransformerEncoder, TransformerEncoderLayer
 
-from transformers import AutoModel, PreTrainedModel
-
 
 class MaxPool3dSamePadding(nn.MaxPool3d):
     def compute_pad(self, dim, s):

modeling_act_estimator.py

@@ -1,9 +1,8 @@
-import torch
 from torch import Tensor
 from transformers import PreTrainedModel
 
-from .model import VideoActionEstimator
 from .configuration_act_estimator import ActEstimatorConfig
+from .model import VideoActionEstimator
 
 
 class ActEstimator(PreTrainedModel):