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Runtime error
Update app.py
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app.py
CHANGED
@@ -28,24 +28,23 @@ def preprocess(temp):
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return temp
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def classify_text(inp):
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print(inp)
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inp = preprocess(inp)
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print(inp)
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inp = tokenizer(inp, padding=True, max_length=512, truncation=True, return_tensors="pt")
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print(inp)
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with torch.no_grad():
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logits = model(**inp).logits
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print(logits)
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print(logits.shape)
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# logits = logits.argsort().squeeze(0)
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logits = torch.nn.Softmax(dim=1)(logits).squeeze(0)
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print(logits)
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return {labels[i]: float(logits[i].item()) for i in range(len(labels))}
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# return {logits.argmax().item() : labels[logits.argmax().item()]}
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input = '明天又是好日子\n千金的光阴不能等\n明天又是好日子\n赶上了盛世咱享太平\n今天是个好日子\n心想的事儿都能成\n明天又是好日子\n千金的光阴不能等\n今天明天都是好日子\n赶上了盛世咱享太平'
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gr.Interface(
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classify_text,
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# gr.inputs.Image(),
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@@ -54,4 +53,4 @@ gr.Interface(
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# inputs='image',
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# outputs='label',
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# examples=[["images/cheetah1.jpg"], ["images/lion.jpg"]],
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).launch(debug=True)
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return temp
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def classify_text(inp):
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# print(inp)
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inp = preprocess(inp)
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# print(inp)
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inp = tokenizer(inp, padding=True, max_length=512, truncation=True, return_tensors="pt")
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# print(inp)
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with torch.no_grad():
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logits = model(**inp).logits
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# print(logits)
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# print(logits.shape)
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# logits = logits.argsort().squeeze(0)
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logits = torch.nn.Softmax(dim=1)(logits).squeeze(0)
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# print(logits)
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return {labels[i]: float(logits[i].item()) for i in range(len(labels))}
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# return {logits.argmax().item() : labels[logits.argmax().item()]}
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input = '明天又是好日子\n千金的光阴不能等\n明天又是好日子\n赶上了盛世咱享太平\n今天是个好日子\n心想的事儿都能成\n明天又是好日子\n千金的光阴不能等\n今天明天都是好日子\n赶上了盛世咱享太平'
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gr.Interface(
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classify_text,
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# gr.inputs.Image(),
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# inputs='image',
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# outputs='label',
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# examples=[["images/cheetah1.jpg"], ["images/lion.jpg"]],
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).launch(debug=True,share=True)
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