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config.jsonc
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config.jsonc
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{
"run_name": "",
"experiment": "exp1",
"dataset_dir_path": "./datasets/recordings",
"X_file_name": "rec_neural_data.npy",
"Y_file_name": "rec_labels.npy",
"Performance_file_name": "monkey_performance.npy",
"seed": 42,
"train_val_split": 0.20,
"train_test_split": 0.10,
"recording_sessions": [
1,
2,
3
],
"familiar_stimuli_only": false,
"drop_false_trials": false,
"signal_start_ms": 0,
"signal_end_ms": 1500,
"smooth_signal": 0.0,
"channels": "all",
"normalize": "regular",
"train_dataset_params": {
"loader_params": {
"batch_size": 256,
"shuffle": true,
"pin_memory": true
}
},
"val_dataset_params": {
"loader_params": {
"batch_size": 256,
"shuffle": false,
"pin_memory": true
}
},
"test_dataset_params": {
"loader_params": {
"batch_size": 256,
"shuffle": false,
"pin_memory": true
}
},
"model_params": {
"weighted_loss": false,
"lr_patience": 100,
"patience": 100,
"model_name": "CNNSE",
"max_epochs": 50,
"is_train": true,
"lr": 0.001,
"weight_decay": 0,
"checkpoint_path": "./checkpoints/",
"save_dir": "./results",
"load_checkpoint": -1,
"lr_policy": "lr_on_plateau"
},
"printout_freq": 10,
"model_update_freq": 1,
"tracking_freq": 1,
"tags": {
"model": "CNN SE MODULE"
}
}