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defaults.json
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{
"early_stopping_patience": 10,
"batch_size": 64,
"buffer_size": 10000,
"lr": 0.01,
"minibatch_size": 64,
"n_epochs": 20,
"scheduler_threshold": 1e-4,
"scheduler_patience": 10,
"device": "cuda",
"bmc": {
"task_coef": 1,
"distil_coef": 1,
"memory_size": 10000,
"cons_epochs": 100,
"n_experts": 1
},
"hal": {
"hal_lambda": 0.1,
"beta": 0.5,
"gamma": 0.1
},
"icarl": {
"optim_wd": 0.00001
},
"fdr": {
"alpha": 1
},
"mas": {
"e_lambda": 0.7,
"gamma": 1.0
},
"dmc": {
"cons_lr": 0.05,
"cons_epochs": 10
},
"sgd": {},
"ewc_on": {
"e_lambda": 0.7,
"gamma": 1.0
},
"si": {
"c": 0.5,
"xi": 1.0
},
"er": {
"lr": 0.2
},
"gem": {
"gamma": 0.5
},
"agem": {
"gamma": null
},
"gss": {
"gss_minibatch_size": 10,
"batch_num": 1
},
"agem_r": {},
"der": {
"alpha": 0.5
},
"lwf": {
"alpha": 0.5,
"softmax_temp": 2.0
},
"derpp": {
"alpha": 0.5,
"beta": 1.0
},
"gdumb": {
"maxlr": 5e-2,
"minlr": 5e-4,
"fitting_epochs": 256,
"cutmix_alpha": null
}
}