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musicgen-experiments-baseline

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musicgen-experiments-baseline
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{
    "train_dataset": "./data/train_dataset_footsteps.csv",
    "valid_dataset": "./data/eval_dataset_footsteps.csv",
    "train_duration": 3.0,
    "valid_test_duration": 3.0,
    "train_loader_length": null,
    "sample_rate": 48000,
    "batch_size": 32,
    "num_workers": 16,
    "num_epochs": 500,
    "steps_per_sampler": 500,
    "learning_rate": 0.0001,
    "embed_dim": 1025,
    "model_dim": 512,
    "K": 4,
    "num_layers": 1,
    "num_heads": 8,
    "dim_ff": 2048,
    "special_token": 1024,
    "codec_weight": "./codec_weight/baseline_wave15/checkpoints/best_checkpoint_epoch_253.pth",
    "adam_beta1": 0.9,
    "adam_beta2": 0.999,
    "adam_weight_decay": 0.01,
    "adam_epsilon": 1e-08,
    "lr_scheduler_type": "cosine",
    "num_warmup_steps": 0,
    "gradient_accumulation_steps": 1,
    "max_train_steps": 250000,
    "num_train_epochs": 500,
    "device": "cuda",
    "experiment_dir": "./exp",
    "experiment_name": "baseline_exp1",
    "checkpoint_dir": "checkpoints",
    "test_output_dir": "test_outputs"
}