Delete scripts/run_inference_final.py
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scripts/run_inference_final.py
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"""
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最终推理脚本 - 使用已训练好的模型
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"""
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import sys
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from pathlib import Path
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# 添加scripts目录到路径,以便导入inference_longemotion
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sys.path.append(str(Path(__file__).parent))
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from inference_longemotion import LongEmotionInference
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def main():
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print("="*80)
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print("LongEmotion 测试集推理 - 使用已训练模型")
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print("="*80)
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# 配置 - 使用Detection文件夹内的相对路径
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# 获取Detection文件夹的根目录
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detection_root = Path(__file__).parent.parent
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model_path = detection_root / "model" / "best_model.pt"
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test_file = detection_root / "test_data" / "test.jsonl"
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output_file = detection_root / "submission" / "predictions.jsonl"
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output_detailed = detection_root / "submission" / "predictions_detailed.json"
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print(f"\n模型: {model_path}")
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print(f"测试集: {test_file} (136个样本)")
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print(f"输出: {output_file}")
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# 创建推理器
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print("\n[1/2] 加载模型...")
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inference = LongEmotionInference(
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model_path=str(model_path),
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device="cpu", # 使用CPU,更稳定
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max_length=512,
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batch_size=16
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)
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# 执行推理
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print("\n[2/2] 开始推理...")
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inference.inference_longemotion_test(
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test_file=str(test_file),
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output_file=str(output_file),
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output_detailed=str(output_detailed)
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)
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print("\n" + "="*80)
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print("[完成] 推理结束!")
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print("="*80)
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if __name__ == "__main__":
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main()
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