cim-imagenet1000.json

{
    "prefix": "reproduce",
    "dataset": "imagenet1000",
    "memory_size": 20000,
    "memory_per_class": 20,
    "fixed_memory": false,
    "shuffle": true,
    "init_cls": 100,
    "increment": 100,
    "model_name": "foster",
    "convnet_type": "resnet18",
    "device": ["0"],
    "seed": [1993],
    "beta1": 0.97,
    "beta2": 0.97,
    "oofc": "ft",
    "is_teacher_wa": false,
    "is_student_wa": false,
    "lambda_okd": 1,
    "wa_value": 1,
    "init_epochs": 200,
    "init_theta_lr": 0.1,
    "init_phi_lr": 0.01,
    "init_weight_decay": 5e-4,
    "incre_epochs": 170,
    "incre_theta_lr": 0.1,
    "incre_phi_lr": 0.01,
    "incre_weight_decay": 5e-4,
    "lr_ratio": 0.1,
    "max_phi_grad_norm": 1.0,
    "compression_epochs": 130,
    "momentum": 0.9,
    "batch_size": 256,
    "meta_batch_size": 16,
    "cam_batch_size": 16,
    "num_meta_iters_per_cls": 0.5,
    "num_workers": 16,
    "T": 2,
    "compress_ratio": 4.0,
    "mask_threshold": 0.6,
    "cam_update_interval": 40,
    "randombbxblur_prob_incre": 0.1,
    "div_coef": 0.2,
    "reg_coef": 0.1
}