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{
"architecture": "Conv4_FC3",
"multi_network": false,
"dropout": 0.0,
"latent_space_dimension": 64,
"latent_space_size": 2,
"selection_metrics": [
"loss"
],
"label": "diagnosis",
"selection_threshold": 0.0,
"gpu": true,
"n_proc": 32,
"batch_size": 32,
"evaluation_steps": 20,
"seed": 0,
"deterministic": false,
"compensation": "memory",
"transfer_path": "../../autoencoders/exp3/maps",
"transfer_selection_metric": "loss",
"use_extracted_features": false,
"multi_cohort": false,
"diagnoses": [
"AD",
"CN"
],
"baseline": true,
"normalize": true,
"data_augmentation": false,
"sampler": "random",
"n_splits": 5,
"epochs": 200,
"learning_rate": 1e-05,
"weight_decay": 0.0001,
"patience": 10,
"tolerance": 0.0,
"accumulation_steps": 1,
"optimizer": "Adam",
"preprocessing_dict": {
"preprocessing": "t1-linear",
"mode": "roi",
"use_uncropped_image": false,
"roi_list": [
"leftHippocampusBox",
"rightHippocampusBox"
],
"uncropped_roi": false,
"prepare_dl": false,
"file_type": {
"pattern": "*space-MNI152NLin2009cSym_desc-Crop_res-1x1x1_T1w.nii.gz",
"description": "T1W Image registered using t1-linear and cropped (matrix size 169\u00d7208\u00d7179, 1 mm isotropic voxels)",
"needed_pipeline": "t1-linear"
}
},
"mode": "roi",
"network_task": "classification",
"caps_directory": "$WORK/../commun/datasets/adni/caps/caps_v2021/",
"tsv_path": "$WORK/Aramis_tools/ClinicaDL_tools/experiments_ADDL/data/ADNI/train",
"validation": "KFoldSplit",
"num_networks": 2,
"label_code": {
"AD": 0,
"CN": 1
},
"output_size": 2,
"input_size": [
1,
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50,
50
]
}
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