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add omnivore

Signed-off-by: gexy5 <xinyu.ge@zilliz.com>
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gexy5 2 years ago
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219e9a8c45
  1. 4
      omnivore.py

4
omnivore.py

@ -101,10 +101,10 @@ class Omnivore(NNOperator):
)
inputs = data.to(self.device)[None, ...]
feats = self.model.forward_features(inputs ,input_type = self.input_type)
feats = self.model.forward_features(inputs, input_type = self.input_type)
features = feats.to('cpu').squeeze(0).detach().numpy()
outs = self.model.head(feats)
outs = self.model.head(feats, input_type = self.input_type)
post_act = torch.nn.Softmax(dim=1)
preds = post_act(outs)
pred_scores, pred_classes = preds.topk(k=self.topk)

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