08/04/2026 15:49:38 - INFO - Device: cuda
08/04/2026 15:49:38 - INFO - Loading qwen3.5 Tokenizer & Model from /netscratch/fkallel/models/Qwen3.5-0.8B/
08/04/2026 15:49:39 - INFO - Creating wav2vec2 encoder from /ds-slt/audio_weights/xlsr2_300m.pt
08/04/2026 15:49:40 - INFO - Please install tensorboardX: pip install tensorboardX
08/04/2026 15:50:08 - INFO - Loading projector weights from output_v6/qwen3.5_0.8B_lora_2/proj_best.pt
08/04/2026 15:50:08 - INFO - Loading audio encoder weights from output_v6/qwen3.5_0.8B_lora_2/audio_encoder_best.pt
08/04/2026 15:50:15 - INFO - Loading LoRA adapter from output_v6/qwen3.5_0.8B_lora_2/lora_best
08/04/2026 15:59:12 - INFO - Evaluation metrics: {
  "loss": 0.1270079725692467,
  "accuracy": 0.9228085016389975,
  "balanced_accuracy": 0.9227693369008276,
  "precision": 0.9170151882016289,
  "recall": 0.921885372870104,
  "f1": 0.9194438313838005,
  "macro_f1" : 0.922673601,
  "tp": 4166,
  "tn": 4561,
  "fp": 377,
  "fn": 353,
  "total_samples": 9457
}