Update app.py
Browse files
app.py
CHANGED
@@ -96,6 +96,7 @@ def encode_quantize_encrypt(text, user_id):
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fhe_api = FHEModelClient(FHE_MODEL_PATH, f".fhe_keys/{user_id}")
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fhe_api.load()
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encodings = transformer_vectorizer.transform([text])
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quantized_encodings = fhe_api.model.quantize_input(encodings).astype(numpy.uint8)
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encrypted_quantized_encoding = fhe_api.quantize_encrypt_serialize(encodings)
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fhe_api = FHEModelClient(FHE_MODEL_PATH, f".fhe_keys/{user_id}")
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fhe_api.load()
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encodings = transformer_vectorizer.transform([text])
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print(encodings.shape)
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quantized_encodings = fhe_api.model.quantize_input(encodings).astype(numpy.uint8)
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encrypted_quantized_encoding = fhe_api.quantize_encrypt_serialize(encodings)
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