kth_cil_mlp_dinov2vits14_CrossEntropy_None_None_None copy.json

{
    "model": {
        "model_type": "mlp",
        "hidden_size": 20,
        "lora":false
    },
    "data": {
        "dataset_name": "kth",
        "data_path": "/home/facto22020/Desktop/PhD/phd_datasets/curated/kth",
        "n_experiments": 5,
        "backbone": "dinov2_vits14",
        "scenario": "indus_cil"
    },
    "seed": 31101994,
    "optimisation": {
        "lr": 0.001,
        "epochs": 1000,
        "optimizer": {
            "type": "adam",
            "weight_decay": 0.0005
        },
        "batch_size": 32,
        "device": "cuda"
    },
    "human_knowledge": {
        "nbrs_known_classes": 4,
        "classes_simmilary": []
    },
    "plugins": [
        {
            "name": "CrossEntropyOperation",
            "hyperparameters": {},
            "function": "knowledge_incorporation"
        }
    ]
}