cf_no_vis_pairing.json

{
    "name": "no_vis_pairing",
    "cuda": false,
    "gpu": 0,
    "save_mode": "state_dict",
    "override": true,
    "super_computer":false,
    "data_loader": {
        "data_set_name": "FormsFeaturePair",
        "simple_dataset": true,
        "alternate_json_dir": "out/detection_data/",
        "data_dir": "../data/NAF_dataset",
        "batch_size": 512,
        "shuffle": true,
        "num_workers": 0,
        "no_blanks": true,
        "swap_circle":true,
        "no_graphics":true,
        "cache_resized_images": true,
        "rotation": false,
        "balance": true,
        "only_opposite_pairs": true,
        "corners":true


    },
    "validation": {
        "shuffle": false,
        "balance": false
    },

    
    "lr_scheduler_type": "none",
 
    "optimizer_type": "Adam",
    "optimizer": {
        "lr": 0.001,
        "weight_decay": 0
    },
    "loss": "sigmoid_BCE_loss",
    "loss_params": 
        {
        },
    "metrics": [],
    "trainer": {
        "class": "FeaturePairTrainer",
        "iterations": 10000,
        "save_dir": "saved/",
        "val_step": 2000,
        "save_step": 2000,
        "save_step_minor": 250,
        "log_step": 50,
        "verbosity": 1,
        "monitor": "loss",
        "monitor_mode": "none"
    },
    "arch": "SimpleNN", 
    "model": {
        "feat_size":18,
        "num_layers": 2,
        "hidden_size": 256,
        "out_size": 1
    }
}