24 lines
387 B
Python
24 lines
387 B
Python
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#!/usr/bin/env python3
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import sys
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from analyzer import vectorizer
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import torch
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w = torch.load('model.bin')
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def fun(w, x):
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return x @ w
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for line in sys.stdin:
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line = line.strip('\n')
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content = line
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x = (torch.from_numpy(vectorizer.fit_transform([content]).toarray()))[0]
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y_hat = fun(w, x)
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print(max(1814.0, min(2013.999, y_hat.item() * 100.0 + 1913.0)))
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