Explain model size differences

[jcohenadad]

Uzay's model was 6.32 MB
Mine was 30 MB.

Some comparisons:

Uzay:

   "Modified3DUNet": {
        "applied": true,
        "length_3D": [
            128,
            64,
            32
        ],
        "stride_3D": [
            128,
            64,
            32
        ],
        "n_filters": 8
        "CenterCrop": {
            "size": [
                128,
                64,
                32
            ]
        },

Mine:

        "length_3D": [32, 64, 64],
        "stride_3D": [1, 1, 64],
        "n_filters": 16
        "CenterCrop": {"size": [32, 64, 128]},

So, the centercrop is the same, the stride differs a lot, and n_filter is twice as large in my model.