dquartic_train_config.json

{
    "data":{
        "ms2_data_path": "data/MS2_data.csv",
        "ms1_data_path": "data/MS1_data.csv",
        "normalize": "minmax"
    },
    "model":{
        "checkpoint_path": "best_model.ckpt",
        "num_epochs": 10000,
        "warmup_epochs": 5,
        "batch_size": 1,
        "learning_rate": 0.00001,
        "num_timesteps": 1000,
        "beta_start": 0.001,
        "beta_end": 0.00125,
        "pred_type": "eps",
        "ms1_loss_weight": 0.0,
        "auto_normalize": false,
        "use_model": "Unet1D",
        "CustomTransformer":{
            "input_dim": 40000,
            "hidden_dim": 1024,
            "num_heads": 8,
            "num_layers": 8
        },
        "Unet1D" : {
            "dim": 4,
            "channels": 1,
            "dim_mults": [1, 2, 2, 3, 3, 4, 4],
            "cond_channels": 1,
            "cond_init_dim": 4,
            "has_condition": true
        }
    },
    "wandb": {
        "use_wandb": true,
        "wandb_project": "dquartic",
        "wandb_name": null,
        "wandb_id": null,
        "wandb_resume": null,
        "wandb_architecture": "DDIM(Unet1D)",
        "wandb_dataset": "MS2",
        "wandb_mode": "offline"
    },
    "threads": 4
}