Update app.py
Browse files
app.py
CHANGED
@@ -34,17 +34,17 @@ def predict(instancia):
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inputs['out_degree'] = torch.tensor([instancia_preprocesada['out_degree']])
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inputs['spatial_pos'] = torch.tensor([instancia_preprocesada['spatial_pos']])
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inputs['attn_edge_type'] = torch.tensor([instancia_preprocesada['attn_edge_type']])
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with torch.no_grad():
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logits = model(**inputs).logits
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predicted_class_id = logits.argmax().item()
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return str(logits.item())
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ejemplos =
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"edge_index": [[0,1,1,1,1,2,3,4,4,4,5,5,6,6,7,7,7,8,8,9,9,10,10,10,11,11,12,12,12,13,14,14,15,15,15,16,16,17,17,18,18,19,19,20,20,20,21,22,22,22,23,23]],
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"edge_attr": [[1],[1],[1],[1],[1],[1],[1],[1],[2],[1],[2],[1],[1],[2],[2],[1],[1],[1],[1],[1],[2],[2],[1],[1],[1],[1],[1],[2],[1],[2],[1],[1],[1],[2],[1],[2],[1],[1],[2],[2],[1],[1],[2],[1],[2],[1],[1],[1],[1],[2],[1],[2]],
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"y": [3.1381945610046387],
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"num_nodes": 24}'''
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# Crear la interfaz Gradio
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interfaz = gr.Interface(fn=predict, inputs="text", outputs='text', examples=ejemplos)
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inputs['out_degree'] = torch.tensor([instancia_preprocesada['out_degree']])
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inputs['spatial_pos'] = torch.tensor([instancia_preprocesada['spatial_pos']])
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inputs['attn_edge_type'] = torch.tensor([instancia_preprocesada['attn_edge_type']])
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print(inputs)
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with torch.no_grad():
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logits = model(**inputs).logits
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return str(logits.item())
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ejemplos = '''{"node_feat": [[0],[0],[0],[0],[0],[0],[0],[0],[1],[0],[0],[0],[0],[1],[2],[0],[0],[0],[0],[0],[0],[3],[0],[0]],
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"edge_index": [[0,1,1,1,1,2,3,4,4,4,5,5,6,6,7,7,7,8,8,9,9,10,10,10,11,11,12,12,12,13,14,14,15,15,15,16,16,17,17,18,18,19,19,20,20,20,21,22,22,22,23,23]],
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"edge_attr": [[1],[1],[1],[1],[1],[1],[1],[1],[2],[1],[2],[1],[1],[2],[2],[1],[1],[1],[1],[1],[2],[2],[1],[1],[1],[1],[1],[2],[1],[2],[1],[1],[1],[2],[1],[2],[1],[1],[2],[2],[1],[1],[2],[1],[2],[1],[1],[1],[1],[2],[1],[2]],
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"y": [3.1381945610046387],
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"num_nodes": 24}'''
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# Crear la interfaz Gradio
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interfaz = gr.Interface(fn=predict, inputs="text", outputs='text', examples=ejemplos)
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