Browse Source
add omnivore
Signed-off-by: gexy5 <xinyu.ge@zilliz.com>
main
gexy5
2 years ago
1 changed files with
1 additions and
10 deletions
-
omnivore.py
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@ -99,16 +99,7 @@ class Omnivore(NNOperator): |
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inputs = data.to(self.device)[None, ...] |
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feats = self.model.forward_features(inputs) |
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if self.model.reshape: |
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if self.model.is_shift and self.model.temporal_pool: |
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base_out = feats.view((-1, self.model.num_segments // 2) + feats.size()[1:]) |
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else: |
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base_out = feats.view((-1, self.model.num_segments) + feats.size()[1:]) |
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output = self.model.consensus(base_out) |
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features = output.to('cpu').squeeze(0).detach().numpy() |
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outs = self.model.head(feats) |
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outs = self.model.head(inputs) |
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post_act = torch.nn.Softmax(dim=1) |
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preds = post_act(outs) |
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pred_scores, pred_classes = preds.topk(k=self.topk) |
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