SamLowe commited on
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79ec4c9
1 Parent(s): 3350320

Update README.md

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  1. README.md +2 -5
README.md CHANGED
@@ -61,7 +61,7 @@ def load_onnx_model(model_filepath):
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  model = load_onnx_model("path_to_model_dot_onnx_or_model_quantized_dot_onnx")
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  output_names = [model.get_outputs()[0].name] # E.g. ["logits"]
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- model_input = {
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  "input_ids": [t.ids for t in tokens_obj],
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  "attention_mask": [t.attention_mask for t in tokens_obj]
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  }
@@ -69,10 +69,7 @@ model_input = {
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  def sigmoid(_outputs):
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  return 1.0 / (1.0 + np.exp(-_outputs))
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- model_output = model.run(
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- output_names=output_names,
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- input_feed=create_model_input(batch_sentences, model, verbose=False),
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- )[0]
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  embeddings = sigmoid(model_output)
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  print(embeddings)
 
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  model = load_onnx_model("path_to_model_dot_onnx_or_model_quantized_dot_onnx")
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  output_names = [model.get_outputs()[0].name] # E.g. ["logits"]
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+ input_feed_dict = {
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  "input_ids": [t.ids for t in tokens_obj],
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  "attention_mask": [t.attention_mask for t in tokens_obj]
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  }
 
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  def sigmoid(_outputs):
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  return 1.0 / (1.0 + np.exp(-_outputs))
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+ model_output = model.run(output_names=output_names, input_feed=input_feed_dict)[0]
 
 
 
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  embeddings = sigmoid(model_output)
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  print(embeddings)