test_config copy.json

{
    "model": {
        "model_type": "mlp",
        "hidden_size": 20
    },
    "data": {
        "dataset_name": "kth",
        "data_path": "/home/mohamedphd/Documents/phd/Datasets/curated/kth",
        "n_experiments": 5,
        "backbone": "dinov2_vits14",
        "scenario": "cil"
    },
    "seed": 31101994,
    "optimisation": {
        "lr": 0.001,
        "epochs": 100,
        "optimizer": {
            "type": "adam",
            "weight_decay": 0.0005
        },
        "batch_size": 32,
        "device": "cuda"
    },
    "human_knowledge": {
        "nbrs_known_classes": 4,
        "classes_simmilary": []
    },
    "plugins": [
        {
            "name": "RandomMemoryUpdaterOperation",
            "hyperparameters": {
                "cls_budget": 10
            },
            "function": "knowledge_retention"
        },
        {
            "name": "LossLandscapeOperation",
            "hyperparameters": {
              "approximators": [],
              "current_task_loss_dataset":[],
              "n":1e6,
              "epochs":100,
              "bs":32,
              "lr":1e-3
      
            },
            "function": "knowledge_retention"
          },
        {
            "name": "FinetuneOperation",
            "hyperparameters": {
                "finetune_epochs": 100,
                "finetune_bs": 32,
                "finetune_lr": 0.001,
                "cls_budget": 15
            },
            "function": "bias_mitigation"
        }
    ]
}