hypes.json

{
    "model": {
        "dataset_file": "../dataset.py",
        "architecture_file" : "architect.py",
        "objective_file" : "../objective.py",
        "optimizer_file" : "../optimizer.py",
        "evaluator_file" : "../evaluator.py"
    },
    "data": {
        "train_file": "../../TFRecords/udacity/train.tfrecord",
        "val_file": "../../TFRecords/udacity/val.tfrecord",
        "truncated": false
    },
    "logging": {
        "display_iter": 5,
        "eval_iter": 50,
        "save_iter": 100
    },
    "solver": {
        "opt": "Adam",
        "rnd_seed": 1,
        "use_jitter": false,
        "learning_rate_step": null,
        "epsilon": 1e-5,
        "learning_rate": 1e-4,
        "max_steps": 14000,
        "batch_size": 1024,
        "num_threads": 8
    },
    "keep_prob": 0.8,
    "clip_norm": -1,
    "image_height": 66,
    "image_width": 200,
    "initializer": "truncated_normal",
    "reg_strength": 1e-3,
    "color_space": null,
    "crop": 400,
    "preprocess": [],
    "augment_level": -1
}