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task_config.json
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task_config.json
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{ "backbone":{
"model": "CNN",
"fil_num": 20,
"drop_rate": 0,
"lr": 0.001,
"epochs": 101
},
"ADD":{
"fil_num": 30,
"drop_rate": 0.5,
"batch_size": 32,
"lr": 0.001,
"factor": 1,
"sampleWeights": {
"ADNI": 2,
"AIBL": 1,
"PPMI": 1,
"NIFD": 1,
"OASIS": 1,
"Stanford": 1,
"NACC": 1,
"FHS": 1
},
"out_size": 2,
"type": "cla"
},
"COG":{
"fil_num": 100,
"drop_rate": 0.5,
"batch_size": 32,
"lr": 0.001,
"sampleWeights": {
"ADNI": 1,
"AIBL": 1,
"PPMI": 1,
"NIFD": 1,
"OASIS": 1,
"Stanford": 1,
"NACC": 1,
"FHS": 1
},
"out_size": 1,
"type": "reg",
"factor": 1
},
"default": {
"fil_num": 50,
"drop_rate": 0.5,
"batch_size": 32,
"lr": 0.001,
"out_size": 1,
"type": "reg",
"factor": 1,
"sampleWeights": {
"ADNI": 1,
"AIBL": 1,
"PPMI": 1,
"NIFD": 1,
"OASIS": 1,
"Stanford": 1,
"NACC": 1,
"FHS": 1
}
}
}