config_mcmc_conv_real_sparse_block.json

{
        "batch_size": 50000,
        "epochs": 1,
        "exp_name": "mozer",
        "architecture": {
                "boolean_flags": [0, 0],
                "activations" : ["ReLU", "Softmax"],
                "nb_filters" : 64
        },
        "variance_init": 0.00000001,
        "optimizer": {
                "name": "mcmc",
                "pruning_level":0.8,
                "selector" : {
                    "name": "Selector",
                    "layer_conf" : [
                       {"layer_distr" :0.5, "get_idx":"get_idces_filter_conv"},
                       {"layer_distr" :0.5, "get_idx":"get_block_weight_index","get_idx_param":[128,2]}]
                },
                "samplers" : [
                    {"sampler": {"name" : "Student","variance":0.0000001 }, "prior" : {"name" : "Student", "variance": 0.001}, "lamb":100000},
                    {"sampler": {"name" : "Student","variance":0.0000001 }, "prior" : {"name" : "Student", "variance": 0.1}, "lamb":100000}
                    ],
                "iter_mcmc" : 200
        },
	"dataset": "CIFAR",
	"measure_power": 0
}