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AST-speech-music-classifier

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audio-spectrogram-transformer
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AST-speech-music-classifier
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{
  "best_global_step": 23,
  "best_metric": 1.0,
  "best_model_checkpoint": "./balanced_music_detector_test/checkpoint-23",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 23,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.43478260869565216,
      "grad_norm": 0.16175252199172974,
      "learning_rate": 2.1e-05,
      "loss": 0.3635,
      "step": 10
    },
    {
      "epoch": 0.8695652173913043,
      "grad_norm": 0.025462472811341286,
      "learning_rate": 6e-06,
      "loss": 0.0011,
      "step": 20
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 1.0,
      "eval_balanced_f1": 1.0,
      "eval_false_music_rate": 0.0,
      "eval_false_speech_rate": 0.0,
      "eval_loss": 0.00011264843487879261,
      "eval_music_f1": 1.0,
      "eval_music_precision": 1.0,
      "eval_music_recall": 1.0,
      "eval_runtime": 5.1012,
      "eval_samples_per_second": 100.956,
      "eval_speech_f1": 1.0,
      "eval_speech_precision": 1.0,
      "eval_speech_recall": 1.0,
      "eval_steps_per_second": 1.764,
      "step": 23
    }
  ],
  "logging_steps": 10,
  "max_steps": 23,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.9758697829105664e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}