nnnmf_code_rework/config_network.json

{
    // Number of NNMF iterations
    "iterations": 20,
    "epsilon": "None",
    "number_of_neurons_a": [
        32,
        64,
        96,
        10
    ],
    "number_of_neurons_b": [
        -1,
        -1,
        -1,
        -1
    ],
    "kernel_size_conv": [
        [
            5,
            5
        ],
        [
            5,
            5
        ],
        [
            -1,
            -1
        ],
        [
            1,
            1
        ]
    ],
    "stride_conv": [
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ]
    ],
    "padding_conv": [
        [
            0,
            0
        ],
        [
            0,
            0
        ],
        [
            0,
            0
        ],
        [
            0,
            0
        ]
    ],
    "dilation_conv": [
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ]
    ],
    "kernel_size_pool": [
        [
            2,
            2
        ],
        [
            2,
            2
        ],
        [
            -1,
            -1
        ],
        [
            -1,
            -1
        ]
    ],
    "stride_pool": [
        [
            2,
            2
        ],
        [
            2,
            2
        ],
        [
            -1,
            -1
        ],
        [
            -1,
            -1
        ]
    ],
    "padding_pool": [
        [
            0,
            0
        ],
        [
            0,
            0
        ],
        [
            0,
            0
        ],
        [
            0,
            0
        ]
    ],
    "dilation_pool": [
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ],
        [
            1,
            1
        ]
    ],
    // 0 == No pooling, 1 = Average Pooling, 2 = Max Pooling, 3 == Perceptron, 4 == NNMF
    "type_of_pooling": [
        1,
        1,
        1,
        1
    ],
    // NNMF:
    "local_learning_pooling": [
        false,
        false,
        false,
        false
    ],
    // NNMF:
    "local_learning_use_kl_pooling": [
        false,
        false,
        false,
        false
    ],
    // 1 == NNMF, 2 == Perceptron
    "type_of_neuron_a": [
        1,
        1,
        1,
        1
    ],
    // 0 = None, 1 == NNMF, 2 == Perceptron
    "type_of_neuron_b": [
        1,
        1,
        1,
        1
    ],
    "batch_norm_neuron_a": [
        true,
        true,
        true,
        true
    ],
    "batch_norm_neuron_b": [
        true,
        true,
        true,
        true
    ],
    "bias_norm_neuron_a": [
        false,
        false,
        false,
        false
    ],
    "bias_norm_neuron_b": [
        true,
        true,
        true,
        true
    ]
}