SAE / exps /memo.json
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{
"prefix": "benchmark",
"dataset": "cifar100",
"memory_size": 2000,
"memory_per_class":20,
"fixed_memory": false,
"shuffle": true,
"init_cls": 10,
"increment": 10,
"model_name": "memo",
"convnet_type": "memo_resnet32",
"train_base": true,
"train_adaptive": false,
"debug": false,
"skip": false,
"device": ["0"],
"seed":[1993],
"scheduler": "steplr",
"init_epoch": 200,
"t_max": null,
"init_lr" : 0.1,
"init_weight_decay" : 5e-4,
"init_lr_decay" : 0.1,
"init_milestones" : [60,120,170],
"milestones" : [80,120,150],
"epochs": 170,
"lrate" : 0.1,
"weight_decay" : 2e-4,
"lrate_decay" : 0.1,
"alpha_aux" : 1.0,
"batch_size": 256,
"attack": false
}