hyperparam_ranges_old.json

{   "input_channel": [1],
    "output_size": 130,

    "batch_norm": [0, 1],

    "use_pooling": [0, 1],
    "pooling_method": "max",

    "conv1_kernel_width": [6, 32],
    "conv1_num_kernels": [1, 1],
    "conv1_stride": [1],
    "conv1_dropout": [0, 0],

    "pool1_kernel_size": [2, 3],
    "pool1_stride": [2],

    "conv2_kernel_size": [2, 20],
    "conv2_num_kernels": [2, 40],
    "conv2_stride": [1],
    "conv2_dropout": [0, 1],

    "pool2_kernel_size": [2],
    "pool2_stride": [2],

    "fcs_hidden_size": [25, 520],
    "fcs_num_hidden_layers": [1, 4],
    "fcs_dropout": [0, 1],

    "cost_function": ["MSE", "L1", "SmoothL1"],

    "optimizer": ["Adam"],
    "momentum": [0.8, 1],
    "learning_rate_adam": [0, 0.0002],
    "learning_rate_sgd": [0, 0.02]
}