tclopess commited on
Commit
99c17ae
·
verified ·
1 Parent(s): e1bbc3a

Update app.py

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Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -14,12 +14,13 @@ inf_session = rt.InferenceSession('movie-classifier-quantized.onnx')
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  input_name = inf_session.get_inputs()[0].name
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  output_name = inf_session.get_outputs()[0].name
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- def classify_movie_genre(sinopse):
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- input_ids = tokenizer(sinopse)['input_ids'][:512]
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  logits = inf_session.run([output_name], {input_name: [input_ids]})[0]
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  logits = torch.FloatTensor(logits)
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  probs = torch.sigmoid(logits)[0]
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  return dict(zip(genres, map(float, probs)))
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  iface = gr.Interface(fn=classify_movie_genre, inputs="text", outputs=label)
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- iface.launch(inline=False)
 
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  input_name = inf_session.get_inputs()[0].name
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  output_name = inf_session.get_outputs()[0].name
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+ def classify_movie_genre(description):
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+ input_ids = tokenizer(description)['input_ids'][:512]
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  logits = inf_session.run([output_name], {input_name: [input_ids]})[0]
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  logits = torch.FloatTensor(logits)
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  probs = torch.sigmoid(logits)[0]
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  return dict(zip(genres, map(float, probs)))
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+ label = gr.outputs.Label(num_top_classes=5)
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  iface = gr.Interface(fn=classify_movie_genre, inputs="text", outputs=label)
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+ iface.launch(inline=False)