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{ "best_model": "./results/output_poem/best_model/model-61170", "best_valid_ppl": 21.06464385986328, "latest_model": "./results/output_poem/save_model/model-61170", "params": { "batch_size": 16, "cell_type": "lstm", "dropout": 0.0, "embedding_size": 128, "hidden_size": 128, "input_dropout": 0.0, "learning_rate": 0.005, "max_grad_norm": 5.0, "num_layers": 2, "num_unrollings": 64 }, "test_ppl": 25.508337020874023 }