TinyRecursiveModels/kaggle/combined/arc-agi_concept_challenges.json

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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 2, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 4, 2]
                ]
            },
            {
                "input": [
                    [3, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 7, 0, 3, 0, 0, 0, 0], 
                    [0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            }
        ]
    },
    "ExtractObjects5": {
        "train": [
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5], 
                    [0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0], 
                    [0, 2, 2, 2, 2, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 2, 0, 0, 2, 0, 4, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0], 
                    [0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0], 
                    [0, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 4, 0, 0, 5, 0], 
                    [0, 2, 0, 0, 5, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 4, 0, 0, 4, 0, 0, 4, 0, 5, 5, 5, 5], 
                    [0, 0, 0, 0, 0, 4, 0, 0, 4, 0, 0, 0, 0, 5, 0, 0, 5], 
                    [0, 4, 0, 5, 0, 4, 4, 4, 4, 0, 0, 0, 2, 5, 0, 0, 5], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 5, 5, 5, 5], 
                    [0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0]
                ],
                "output": [
                    [2, 2, 2, 2, 4, 4, 4, 4, 5, 5, 5, 5], 
                    [2, 0, 0, 2, 4, 0, 0, 4, 5, 0, 0, 5], 
                    [2, 0, 0, 2, 4, 0, 0, 4, 5, 0, 0, 5], 
                    [2, 2, 2, 2, 4, 4, 4, 4, 5, 5, 5, 5]
                ]
            },
            {
                "input": [
                    [0, 3, 0, 0, 3, 0, 0, 0, 0, 8, 0, 0, 0, 1, 0, 0, 0, 7, 0, 3, 0], 
                    [0, 8, 8, 8, 0, 0, 8, 0, 7, 0, 0, 3, 0, 0, 0, 7, 3, 0, 0, 0, 0], 
                    [0, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 0, 8, 0, 8], 
                    [0, 8, 8, 8, 0, 3, 3, 3, 3, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0], 
                    [1, 0, 0, 0, 0, 3, 3, 3, 0, 0, 3, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0], 
                    [0, 0, 0, 8, 0, 3, 3, 3, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 8, 0], 
                    [1, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 1, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 7, 7, 7], 
                    [0, 8, 0, 0, 0, 0, 8, 0, 0, 3, 3, 3, 0, 3, 0, 0, 0, 0, 7, 7, 7], 
                    [0, 0, 0, 3, 0, 0, 0, 0, 0, 3, 3, 3, 0, 0, 0, 0, 0, 0, 7, 7, 7], 
                    [0, 3, 0, 0, 0, 0, 3, 0, 0, 3, 3, 3, 0, 0, 8, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 1]
                ],
                "output": [
                    [8, 8, 8, 3, 3, 3, 3, 3, 3, 1, 1, 1, 7, 7, 7], 
                    [8, 8, 8, 3, 3, 3, 3, 3, 3, 1, 1, 1, 7, 7, 7], 
                    [8, 8, 8, 3, 3, 3, 3, 3, 3, 1, 1, 1, 7, 7, 7]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [0, 7, 0, 0, 0, 0, 4, 0, 0, 0, 4], 
                    [0, 7, 0, 0, 6, 0, 0, 0, 7, 0, 0], 
                    [6, 6, 6, 0, 0, 0, 7, 0, 0, 0, 4], 
                    [6, 0, 6, 0, 6, 0, 0, 0, 0, 0, 0], 
                    [6, 6, 6, 0, 0, 0, 0, 0, 4, 0, 0], 
                    [0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0], 
                    [0, 6, 7, 7, 7, 0, 0, 6, 0, 0, 4], 
                    [0, 0, 7, 0, 7, 7, 0, 0, 0, 4, 6], 
                    [7, 0, 7, 7, 7, 0, 0, 4, 0, 7, 0], 
                    [0, 0, 0, 0, 0, 6, 0, 0, 6, 0, 0], 
                    [4, 6, 0, 7, 0, 6, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 4, 4, 6, 0, 6, 0], 
                    [0, 6, 0, 0, 4, 0, 4, 0, 0, 4, 0], 
                    [0, 0, 0, 7, 4, 4, 4, 0, 4, 4, 0], 
                    [7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 7, 0, 0, 0, 0, 6, 0, 7, 0], 
                    [0, 4, 6, 0, 0, 6, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [3, 8, 8, 8, 8, 8, 8, 0, 3, 0, 8, 0, 0, 3, 3, 3, 3, 3, 3, 0, 3, 0], 
                    [0, 8, 8, 8, 8, 8, 8, 0, 8, 8, 0, 8, 0, 3, 3, 3, 3, 3, 3, 3, 0, 8], 
                    [0, 8, 8, 8, 8, 8, 8, 8, 0, 3, 0, 0, 3, 3, 3, 3, 3, 3, 3, 0, 8, 0], 
                    [3, 8, 8, 8, 8, 8, 8, 0, 8, 0, 8, 3, 0, 3, 3, 3, 3, 3, 3, 0, 8, 3], 
                    [8, 8, 8, 8, 8, 8, 8, 0, 8, 8, 8, 0, 8, 3, 3, 3, 3, 3, 3, 0, 3, 0], 
                    [0, 8, 8, 8, 8, 8, 8, 0, 3, 3, 8, 0, 0, 3, 3, 3, 3, 3, 3, 0, 0, 8]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0], 
                    [0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1], 
                    [1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0], 
                    [0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0], 
                    [0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1], 
                    [1, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 1, 0], 
                    [0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0], 
                    [0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1], 
                    [0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1], 
                    [0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0]
                ]
            }
        ]
    },
    "ExtractObjects8": {
        "train": [
            {
                "input": [
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 0, 3, 3, 0, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 0, 3, 3, 0, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]
                ],
                "output": [
                    [3, 3], 
                    [3, 3]
                ]
            },
            {
                "input": [
                    [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], 
                    [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], 
                    [4, 4, 0, 4, 4, 4, 4, 4, 4, 4, 4], 
                    [4, 0, 4, 0, 4, 4, 4, 4, 4, 4, 4], 
                    [0, 4, 4, 4, 0, 4, 4, 4, 4, 4, 4], 
                    [4, 0, 4, 0, 4, 4, 0, 0, 0, 0, 4], 
                    [4, 4, 0, 4, 4, 4, 0, 4, 4, 0, 4], 
                    [4, 4, 4, 4, 4, 4, 0, 4, 4, 0, 4], 
                    [4, 4, 4, 4, 4, 4, 0, 4, 4, 0, 4], 
                    [4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 4], 
                    [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]
                ],
                "output": [
                    [0, 4, 0, 4, 4], 
                    [4, 4, 4, 4, 4], 
                    [0, 4, 0, 4, 4]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 0, 0, 0, 0, 6, 6, 6, 6], 
                    [6, 6, 0, 6, 6, 6, 6, 0, 6, 6, 6], 
                    [6, 0, 6, 6, 6, 6, 6, 6, 0, 6, 6], 
                    [6, 6, 0, 6, 6, 6, 6, 0, 6, 6, 6], 
                    [6, 6, 6, 0, 0, 0, 0, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6]
                ]
            },
            {
                "input": [
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 1], 
                    [1, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1], 
                    [0, 0, 0, 1, 1, 1, 0, 1, 1, 0, 1], 
                    [0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 1], 
                    [0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1]
                ]
            },
            {
                "input": [
                    [5, 5, 5, 0, 5, 5, 5, 5, 5, 5, 5, 5], 
                    [5, 5, 0, 5, 0, 5, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 5, 5, 5, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 5, 0, 0, 0, 5, 5, 5, 5, 5, 5, 5], 
                    [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], 
                    [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5]
                ]
            }
        ]
    },
    "ExtractObjects6": {
        "train": [
            {
                "input": [
                    [0, 0, 0, 6, 0, 0, 0, 4, 5, 3, 3, 3, 3, 5, 5], 
                    [0, 0, 6, 0, 6, 0, 0, 4, 5, 3, 5, 5, 3, 5, 5], 
                    [0, 6, 0, 0, 0, 6, 0, 4, 5, 3, 5, 5, 3, 5, 5], 
                    [6, 0, 0, 0, 0, 0, 6, 4, 5, 3, 5, 5, 3, 5, 5], 
                    [0, 6, 0, 0, 0, 6, 0, 4, 5, 3, 5, 5, 3, 5, 5], 
                    [0, 0, 6, 0, 6, 0, 0, 4, 5, 3, 5, 5, 3, 5, 5], 
                    [0, 0, 0, 6, 0, 0, 0, 4, 5, 3, 3, 3, 3, 5, 5]
                ],
                "output": [
                    [0, 0, 0, 6, 0, 0, 0, 3, 3, 3, 3], 
                    [0, 0, 6, 0, 6, 0, 0, 3, 0, 0, 3], 
                    [0, 6, 0, 0, 0, 6, 0, 3, 0, 0, 3], 
                    [6, 0, 0, 0, 0, 0, 6, 3, 0, 0, 3], 
                    [0, 6, 0, 0, 0, 6, 0, 3, 0, 0, 3], 
                    [0, 0, 6, 0, 6, 0, 0, 3, 0, 0, 3], 
                    [0, 0, 0, 6, 0, 0, 0, 3, 3, 3, 3]
                ]
            },
            {
                "input": [
                    [7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 2, 7, 7, 7, 7], 
                    [7, 7, 7, 2, 7, 7, 7, 7], 
                    [7, 7, 7, 2, 7, 7, 7, 7], 
                    [7, 2, 2, 2, 2, 2, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [8, 8, 8, 3, 8, 8, 8, 8], 
                    [8, 8, 3, 3, 3, 8, 8, 8], 
                    [8, 8, 8, 3, 8, 8, 8, 8], 
                    [8, 8, 8, 8, 8, 8, 8, 8], 
                    [8, 8, 8, 8, 8, 8, 8, 8]
                ],
                "output": [
                    [0, 0, 2, 0, 0], 
                    [0, 0, 2, 0, 0], 
                    [0, 0, 2, 0, 0], 
                    [2, 2, 2, 2, 2], 
                    [0, 0, 3, 0, 0], 
                    [0, 3, 3, 3, 0], 
                    [0, 0, 3, 0, 0]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 8, 8, 1, 1], 
                    [1, 1, 8, 8, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1], 
                    [4, 4, 4, 4, 4, 4], 
                    [7, 7, 5, 5, 7, 7], 
                    [7, 7, 5, 5, 7, 7], 
                    [7, 7, 7, 7, 7, 7]
                ]
            },
            {
                "input": [
                    [0, 7, 7, 0, 4, 3, 3, 3, 3, 1, 3, 3, 3, 3], 
                    [0, 7, 7, 0, 4, 3, 3, 3, 1, 1, 1, 3, 3, 3], 
                    [0, 7, 7, 0, 4, 3, 3, 1, 1, 1, 1, 1, 3, 3], 
                    [0, 7, 7, 0, 4, 3, 1, 1, 1, 1, 1, 1, 1, 3]
                ]
            },
            {
                "input": [
                    [9, 9, 9, 2, 2, 2, 2, 9, 9, 9, 9, 9], 
                    [9, 9, 9, 2, 2, 2, 2, 9, 9, 9, 9, 9], 
                    [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9], 
                    [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 2, 2, 2, 2, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 2, 2, 2, 2, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], 
                    [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7]
                ]
            }
        ]
    },
    "ExtractObjects2": {
        "train": [
            {
                "input": [
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 3, 1, 3, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 3, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 3, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 3, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 3, 1, 3, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ],
                "output": [
                    [0, 0, 0, 3, 0, 0, 0], 
                    [0, 0, 3, 0, 3, 0, 0], 
                    [0, 3, 0, 0, 0, 3, 0], 
                    [3, 0, 0, 0, 0, 0, 3], 
                    [0, 3, 0, 0, 0, 3, 0], 
                    [0, 0, 3, 0, 3, 0, 0], 
                    [0, 0, 0, 3, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0], 
                    [0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2], 
                    [0, 0, 0, 9, 9, 9, 9, 9, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [4, 0, 4, 9, 4, 0, 4, 9, 4, 0, 4, 0, 4, 0, 4, 0], 
                    [0, 4, 0, 9, 0, 4, 0, 9, 0, 4, 0, 4, 0, 4, 0, 4], 
                    [0, 0, 0, 9, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [6, 0, 6, 9, 9, 9, 9, 9, 6, 0, 6, 0, 6, 0, 6, 0], 
                    [0, 6, 0, 6, 0, 6, 0, 6, 0, 6, 0, 6, 0, 6, 0, 6], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0], 
                    [0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8, 0, 8], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0], 
                    [0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5, 0, 5], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ],
                "output": [
                    [9, 9, 9, 9, 9], 
                    [9, 0, 0, 0, 9], 
                    [9, 0, 0, 0, 9], 
                    [9, 0, 0, 0, 9], 
                    [9, 9, 9, 9, 9]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [4, 0, 0, 0, 4, 0, 0, 0, 4, 0, 0], 
                    [0, 4, 0, 4, 0, 4, 0, 4, 0, 4, 0], 
                    [0, 0, 4, 0, 0, 0, 4, 0, 0, 0, 4], 
                    [4, 0, 0, 6, 6, 6, 0, 0, 4, 0, 0], 
                    [0, 4, 0, 4, 0, 6, 0, 4, 0, 4, 0], 
                    [0, 0, 4, 0, 0, 6, 4, 0, 0, 0, 4], 
                    [4, 0, 0, 6, 6, 6, 0, 0, 0, 0, 0], 
                    [0, 4, 0, 4, 0, 4, 0, 0, 0, 4, 0], 
                    [0, 0, 4, 0, 0, 0, 4, 0, 4, 0, 4], 
                    [0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0]
                ],
                "output": [
                    [6, 6, 6], 
                    [0, 0, 6], 
                    [0, 0, 6], 
                    [6, 6, 6]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [7, 0, 2, 0, 7, 0, 2, 0, 7, 0, 2, 0], 
                    [0, 7, 0, 2, 0, 7, 0, 2, 0, 7, 0, 2], 
                    [2, 0, 7, 0, 2, 0, 7, 0, 2, 0, 7, 0], 
                    [0, 2, 0, 7, 0, 2, 0, 7, 0, 2, 0, 7], 
                    [7, 0, 2, 4, 7, 0, 2, 0, 7, 0, 2, 0], 
                    [0, 7, 4, 4, 4, 7, 0, 2, 0, 7, 0, 2], 
                    [2, 0, 7, 4, 2, 0, 7, 0, 2, 0, 7, 0], 
                    [0, 2, 0, 7, 0, 2, 0, 7, 0, 2, 0, 7], 
                    [7, 0, 2, 0, 7, 0, 2, 0, 7, 0, 2, 0], 
                    [0, 7, 0, 2, 0, 7, 0, 2, 0, 7, 0, 2], 
                    [2, 0, 7, 0, 2, 0, 7, 0, 2, 0, 7, 0], 
                    [0, 2, 0, 7, 0, 2, 0, 7, 0, 2, 0, 7]
                ]
            },
            {
                "input": [
                    [5, 0, 3, 0, 5, 0, 3, 0, 5, 0], 
                    [5, 0, 3, 0, 5, 0, 3, 0, 5, 5], 
                    [5, 0, 3, 0, 5, 0, 3, 0, 0, 0], 
                    [5, 0, 3, 2, 2, 2, 3, 3, 3, 3], 
                    [5, 0, 3, 0, 5, 2, 2, 2, 0, 0], 
                    [5, 0, 3, 0, 5, 5, 5, 5, 5, 5], 
                    [5, 0, 3, 0, 0, 0, 0, 0, 0, 0], 
                    [5, 0, 3, 3, 3, 3, 3, 3, 3, 3], 
                    [5, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [5, 5, 5, 5, 5, 5, 5, 5, 5, 5]
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            },
            {
                "input": [
                    [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], 
                    [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], 
                    [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], 
                    [8, 8, 0, 0, 0, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 0, 2, 0, 2, 2, 2, 2, 2, 2, 2], 
                    [8, 8, 0, 0, 0, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], 
                    [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], 
                    [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]
                ]
            }
        ]
    },
    "ExtractObjects3": {
        "train": [
            {
                "input": [
                    [0, 0, 0, 0, 3, 3, 3, 3, 3, 0, 0, 0, 0], 
                    [0, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 0], 
                    [0, 2, 0, 2, 3, 2, 0, 2, 3, 2, 0, 2, 0], 
                    [0, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 0], 
                    [0, 0, 0, 0, 3, 3, 3, 3, 3, 0, 0, 0, 0], 
                    [0, 2, 2, 2, 0, 2, 2, 2, 0, 2, 2, 2, 0], 
                    [0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0], 
                    [0, 2, 2, 2, 0, 2, 2, 2, 0, 2, 2, 2, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 2, 2, 2, 0, 2, 2, 2, 0, 2, 2, 2, 0], 
                    [0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0, 2, 0], 
                    [0, 2, 2, 2, 0, 2, 2, 2, 0, 2, 2, 2, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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                "output": [
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                    [3, 0, 0, 0, 3], 
                    [3, 0, 0, 0, 3], 
                    [3, 0, 0, 0, 3], 
                    [3, 3, 3, 3, 3]
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            },
            {
                "input": [
                    [6, 6, 6, 6, 6, 0, 0, 0, 0, 0, 0], 
                    [6, 3, 3, 3, 6, 0, 3, 3, 3, 3, 0], 
                    [6, 3, 0, 0, 6, 0, 3, 0, 0, 3, 0], 
                    [6, 3, 0, 0, 6, 0, 3, 0, 0, 3, 0], 
                    [6, 6, 6, 6, 6, 0, 3, 3, 3, 3, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 3, 3, 3, 0, 3, 3, 3, 3], 
                    [0, 0, 3, 0, 0, 3, 0, 3, 0, 0, 3], 
                    [0, 0, 3, 0, 0, 3, 0, 3, 0, 0, 3], 
                    [0, 0, 3, 3, 3, 3, 0, 3, 3, 3, 3], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ],
                "output": [
                    [6, 6, 6, 6, 6], 
                    [6, 0, 0, 0, 6], 
                    [6, 0, 0, 0, 6], 
                    [6, 0, 0, 0, 6], 
                    [6, 6, 6, 6, 6]
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            }
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        "test": [
            {
                "input": [
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                    [0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0], 
                    [0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0], 
                    [0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0], 
                    [0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0], 
                    [0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 0], 
                    [4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 0], 
                    [4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 7, 7, 7, 7, 0], 
                    [4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 4, 0, 7, 0, 4, 7, 0], 
                    [4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 4, 4, 7, 4, 4, 7, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 7, 7, 7, 0], 
                    [0, 0, 0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 0, 0, 0, 4, 0, 4, 0, 0, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 4, 4, 4, 4, 0, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 8, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0], 
                    [0, 8, 0, 8, 0, 0, 0, 0, 8, 0, 8, 0, 0, 0], 
                    [8, 0, 0, 0, 8, 5, 5, 5, 5, 5, 5, 8, 0, 0], 
                    [0, 8, 0, 8, 0, 5, 0, 0, 8, 0, 5, 0, 0, 0], 
                    [0, 0, 8, 0, 0, 5, 0, 0, 0, 8, 5, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 5, 0, 0, 0], 
                    [0, 0, 0, 0, 8, 5, 0, 0, 0, 8, 5, 0, 0, 0], 
                    [0, 0, 0, 8, 0, 5, 5, 5, 5, 5, 5, 0, 0, 0], 
                    [0, 0, 8, 0, 0, 0, 8, 8, 0, 0, 0, 8, 0, 0], 
                    [0, 0, 0, 8, 0, 8, 0, 0, 8, 0, 8, 0, 0, 0], 
                    [0, 0, 0, 0, 8, 0, 0, 0, 0, 8, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9], 
                    [9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9], 
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                    [9, 7, 0, 7, 0, 7, 0, 7, 0, 0, 0, 9], 
                    [9, 7, 7, 7, 0, 7, 7, 7, 0, 0, 0, 9], 
                    [9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9], 
                    [9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9], 
                    [9, 0, 0, 7, 7, 7, 0, 0, 0, 0, 0, 9], 
                    [9, 0, 0, 7, 0, 7, 0, 0, 0, 0, 0, 9], 
                    [9, 0, 0, 7, 7, 7, 0, 0, 0, 0, 0, 9], 
                    [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9]
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            }
        ]
    },
    "Count3": {
        "train": [
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0], 
                    [0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 8, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 5, 5, 5, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0]
                ],
                "output": [
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                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 6, 6, 6, 6, 6, 6, 6, 6, 6, 0, 0, 0], 
                    [8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [8, 0, 0, 0, 0, 5, 5, 5, 5, 5, 5, 0, 3, 0], 
                    [8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0], 
                    [8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0], 
                    [8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ],
                "output": [
                    [3, 3, 3, 3, 3]
                ]
            },
            {
                "input": [
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                    [0, 4, 0, 0], 
                    [0, 4, 0, 0], 
                    [0, 4, 0, 0], 
                    [0, 4, 0, 0], 
                    [0, 0, 0, 0]
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                "output": [
                    [3]
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            }
        ],
        "test": [
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 6, 0, 0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 6, 0, 0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 6, 0, 0, 0, 5, 5, 5, 5, 5], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [4, 0, 0, 0, 0, 0], 
                    [4, 0, 0, 0, 0, 0], 
                    [4, 0, 0, 0, 0, 0], 
                    [0, 4, 4, 4, 4, 0], 
                    [0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [6, 6, 6, 6, 6, 6]
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            }
        ]
    },
    "Count9": {
        "train": [
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [5, 5, 5, 0, 0, 0, 0, 0, 0, 0], 
                    [5, 5, 2, 2, 2, 2, 2, 2, 0, 0], 
                    [0, 0, 2, 0, 0, 0, 0, 2, 0, 0], 
                    [4, 4, 2, 4, 3, 3, 3, 2, 3, 3], 
                    [4, 0, 2, 4, 3, 3, 3, 2, 3, 3], 
                    [4, 4, 2, 4, 3, 3, 3, 2, 3, 3], 
                    [0, 0, 2, 2, 2, 2, 2, 2, 3, 3], 
                    [0, 0, 0, 0, 3, 3, 3, 3, 3, 3], 
                    [0, 0, 0, 0, 3, 3, 3, 3, 3, 3]
                ],
                "output": [
                    [0, 0, 0, 0]
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            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 6, 6, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 6, 6, 0, 4, 4, 4, 4, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 0, 4, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 0, 4, 0, 0], 
                    [0, 0, 0, 0, 4, 4, 4, 4, 0, 0], 
                    [0, 4, 4, 4, 0, 0, 0, 0, 0, 0], 
                    [0, 4, 4, 4, 0, 0, 0, 0, 0, 0], 
                    [0, 4, 4, 4, 0, 0, 0, 0, 0, 0]
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                "output": [
                    [0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 4, 4, 4, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 8, 0, 0], 
                    [0, 3, 3, 3, 0, 8, 0, 0], 
                    [0, 0, 0, 0, 0, 8, 0, 0], 
                    [0, 0, 0, 7, 7, 7, 7, 7], 
                    [0, 0, 0, 0, 0, 8, 0, 0], 
                    [0, 0, 0, 0, 0, 8, 0, 0]
                ],
                "output": [
                    [0, 0, 0, 0]
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            }
        ],
        "test": [
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 6, 6, 6, 6, 0, 0, 0, 0], 
                    [0, 0, 6, 0, 0, 6, 0, 0, 0, 0], 
                    [0, 0, 6, 0, 7, 6, 7, 7, 0, 0], 
                    [0, 0, 6, 6, 7, 6, 0, 7, 0, 0], 
                    [0, 0, 0, 0, 7, 0, 0, 7, 0, 0], 
                    [0, 0, 0, 0, 7, 7, 7, 7, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [7, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [7, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [7, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 4, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0], 
                    [0, 4, 4, 0, 0, 0, 3, 3, 0, 0, 0, 0], 
                    [0, 0, 4, 4, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 4, 3, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 3, 4, 4, 0, 4, 4, 4, 0, 0], 
                    [0, 0, 3, 3, 0, 4, 0, 4, 0, 4, 0, 0], 
                    [0, 0, 3, 0, 0, 0, 0, 4, 4, 4, 0, 0], 
                    [0, 0, 0, 0, 4, 4, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 4, 4, 0, 0, 0, 0, 0]
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            }
        ]
    },
    "Count2": {
        "train": [
            {
                "input": [
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
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                "output": [
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            },
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 5, 0, 0, 0, 0, 0, 0, 0, 0], 
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                    [0, 5, 0, 0, 0, 0, 0, 0, 0, 0], 
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                "input": [
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                    [6, 0, 7, 3, 7, 3, 7, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
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        "train": [
            {
                "input": [
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                    [0, 3, 0, 3, 0], 
                    [0, 0, 3, 0, 0]
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                "output": [
                    [3, 0, 0, 0, 3, 3, 0, 0, 0, 3], 
                    [0, 3, 0, 3, 0, 0, 3, 0, 3, 0], 
                    [0, 0, 3, 0, 0, 0, 0, 3, 0, 0]
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            {
                "input": [
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                    [2, 0, 2], 
                    [2, 2, 2]
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                "output": [
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                    [2, 0, 2, 2, 0, 2], 
                    [2, 2, 2, 2, 2, 2]
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            {
                "input": [
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                    [4, 0, 4], 
                    [4, 0, 4], 
                    [4, 0, 4], 
                    [4, 0, 4], 
                    [4, 4, 4]
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                "output": [
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                    [4, 0, 4, 4, 0, 4], 
                    [4, 0, 4, 4, 0, 4], 
                    [4, 0, 4, 4, 0, 4], 
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                    [0, 0, 0], 
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            },
            {
                "input": [
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                    [6, 6, 6, 6, 6]
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            {
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                    [2, 2, 2, 2, 2, 2], 
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                    [2, 1, 1, 1, 1, 2], 
                    [2, 2, 2, 2, 2, 2], 
                    [2, 2, 2, 2, 2, 2]
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                    [0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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                    [0, 0, 8, 8, 8, 8, 8, 0, 0, 0, 0, 0], 
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        "train": [
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                "input": [
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                    [0, 4, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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                "output": [
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
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                    [3, 4, 7, 0, 0, 0, 6, 6, 0, 0, 0, 0, 0], 
                    [3, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [3, 4, 7, 0, 0, 0, 3, 0, 7, 0, 0, 0, 0], 
                    [4, 0, 0, 0, 0, 0, 3, 4, 7, 0, 0, 0, 0], 
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                    [0, 0, 6, 6, 0, 0, 3, 4, 7, 0, 0, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 6, 6, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            }
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        "test": [
            {
                "input": [
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                    [0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [8, 8, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 8, 8, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 8, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0], 
                    [0, 8, 0, 2, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 8, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 8, 8, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0], 
                    [0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0], 
                    [0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
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                    [8, 8, 8, 8, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [9, 9, 9, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 9, 9, 9, 9, 0], 
                    [4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            }
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    },
    "Copy6": {
        "train": [
            {
                "input": [
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                    [2, 0, 2, 0, 3, 0, 3, 0, 4, 0, 4], 
                    [2, 2, 2, 0, 3, 3, 3, 0, 4, 4, 4]
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                "output": [
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                    [2, 0, 2, 0, 3, 0, 3, 0, 4, 0, 4], 
                    [2, 2, 2, 0, 3, 3, 3, 0, 4, 4, 4], 
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                    [2, 2, 2, 0, 3, 3, 3, 0, 4, 4, 4], 
                    [2, 0, 2, 0, 3, 0, 3, 0, 4, 0, 4], 
                    [2, 2, 2, 0, 3, 3, 3, 0, 4, 4, 4]
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            },
            {
                "input": [
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                    [6, 6, 6, 6], 
                    [0, 0, 0, 0], 
                    [7, 7, 7, 7], 
                    [7, 7, 7, 7], 
                    [0, 0, 0, 0], 
                    [0, 0, 0, 0], 
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                    [9, 9, 9, 9]
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                "output": [
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                    [6, 6, 6, 6, 0, 6, 6, 6, 6], 
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                    [7, 7, 7, 7, 0, 7, 7, 7, 7], 
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [9, 9, 9, 9, 0, 9, 9, 9, 9], 
                    [9, 9, 9, 9, 0, 9, 9, 9, 9]
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        "test": [
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                    [6, 4, 4, 6, 0, 1, 3, 3, 1], 
                    [6, 4, 4, 6, 0, 1, 3, 3, 1], 
                    [6, 6, 6, 6, 0, 1, 1, 1, 1]
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            },
            {
                "input": [
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                    [7, 1, 7], 
                    [0, 7, 0], 
                    [0, 0, 0], 
                    [0, 5, 0], 
                    [5, 6, 5], 
                    [0, 5, 0], 
                    [0, 0, 0], 
                    [0, 1, 0], 
                    [1, 3, 1], 
                    [0, 1, 0]
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            },
            {
                "input": [
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                    [4, 4, 4, 4, 4], 
                    [0, 0, 0, 0, 0], 
                    [4, 4, 4, 4, 4], 
                    [4, 4, 4, 4, 4], 
                    [0, 0, 0, 0, 0], 
                    [4, 4, 4, 4, 4], 
                    [4, 4, 4, 4, 4]
                ]
            }
        ]
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        "train": [
            {
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                    [0, 1, 1, 1, 0, 0, 0, 0, 0], 
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                    [4, 4, 4, 4, 4, 4, 4, 4], 
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                    [3, 3, 3, 3, 3, 3, 3, 3], 
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                "input": [
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                "input": [
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                    [0, 0, 0, 0, 4, 4, 0, 0], 
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            {
                "input": [
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                    [0, 0, 9, 9, 0, 0, 2, 2, 0, 0, 0], 
                    [0, 0, 9, 9, 0, 0, 2, 2, 0, 0, 0], 
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                "input": [
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        "train": [
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                "input": [
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            {
                "input": [
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            {
                "input": [
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                "input": [
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    },
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                "input": [
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            {
                "input": [
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                "output": [
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                    [7, 4, 7, 7, 7, 7], 
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            {
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                    [0, 5, 0, 3, 0, 0], 
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                "input": [
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            {
                "input": [
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                    [0, 0, 9, 0, 9, 0, 9, 0], 
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                "output": [
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                    [0, 0, 9, 0, 9, 0, 9, 0], 
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                    [5, 5, 5, 5, 5, 5, 5, 5], 
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                    [0, 9, 0, 0, 9, 0, 0, 9], 
                    [0, 9, 0, 0, 9, 0, 0, 9], 
                    [5, 9, 5, 5, 9, 5, 5, 5]
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            },
            {
                "input": [
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                    [0, 6, 0, 0, 6, 0, 0, 6], 
                    [0, 6, 0, 0, 6, 0, 0, 6], 
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                    [0, 6, 0, 0, 6, 0, 0, 6], 
                    [0, 6, 0, 0, 6, 0, 0, 6], 
                    [0, 6, 0, 0, 6, 0, 0, 6], 
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                    [0, 6, 0, 0, 6, 0, 0, 6], 
                    [0, 6, 0, 0, 6, 0, 0, 6], 
                    [0, 6, 0, 0, 6, 0, 0, 6]
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            },
            {
                "input": [
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                    [4, 0, 0, 0, 4, 0, 4, 0], 
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                    [4, 0, 0, 0, 4, 0, 4, 0], 
                    [4, 0, 0, 0, 4, 0, 4, 0], 
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                    [4, 0, 0, 0, 4, 0, 4, 0], 
                    [4, 0, 0, 0, 4, 0, 4, 0]
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    "TopBottom3D2": {
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                "input": [
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                    [0, 2, 0, 2, 0, 2, 0]
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                "output": [
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                    [3, 2, 3, 3, 3, 2, 3], 
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                    [0, 2, 0, 0, 0, 2, 0], 
                    [3, 2, 3, 3, 3, 2, 3], 
                    [0, 2, 0, 0, 0, 2, 0]
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            },
            {
                "input": [
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                    [0, 4, 0, 0, 4, 0, 0], 
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                    [0, 4, 0, 0, 4, 0, 0]
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                "output": [
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                    [1, 1, 1, 1, 4, 1, 1], 
                    [0, 0, 0, 0, 4, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 0]
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            },
            {
                "input": [
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                    [0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 9, 0, 0, 0]
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                "output": [
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                    [0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0]
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        "test": [
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                    [5, 5, 5, 5, 5, 5, 1], 
                    [0, 1, 0, 1, 0, 0, 1], 
                    [0, 1, 0, 1, 0, 0, 1], 
                    [5, 5, 5, 5, 5, 5, 1], 
                    [0, 1, 0, 1, 0, 0, 1]
                ]
            },
            {
                "input": [
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                    [0, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [9, 9, 9, 9, 9, 9, 9, 9, 9], 
                    [9, 9, 9, 9, 9, 9, 9, 9, 9], 
                    [0, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [0, 0, 3, 3, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [0, 0, 0, 4, 1, 0, 0, 4, 0, 0, 0, 0], 
                    [0, 0, 4, 0, 1, 0, 0, 0, 4, 0, 0, 0], 
                    [0, 4, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 4, 0, 0, 0, 0, 0, 4, 0, 0, 0], 
                    [0, 0, 0, 4, 1, 1, 1, 4, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 4, 0, 0, 0, 1, 0], 
                    [0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 1, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0]
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                "output": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 1, 0, 0, 4, 0, 0, 0, 0], 
                    [0, 0, 4, 0, 1, 0, 0, 0, 4, 0, 0, 0], 
                    [0, 4, 0, 0, 1, 0, 0, 1, 1, 4, 0, 0], 
                    [0, 0, 4, 0, 0, 0, 0, 0, 4, 0, 0, 0], 
                    [0, 0, 0, 4, 1, 1, 1, 4, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 4, 0, 4, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            }
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        "test": [
            {
                "input": [
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                    [0, 7, 7, 7, 7, 7, 7, 7, 0, 0, 6, 0], 
                    [0, 7, 7, 7, 7, 7, 7, 7, 0, 6, 0, 0], 
                    [0, 7, 7, 0, 0, 0, 7, 7, 0, 0, 0, 0], 
                    [0, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 0], 
                    [0, 7, 7, 0, 0, 0, 7, 7, 0, 0, 0, 0], 
                    [0, 7, 7, 0, 0, 0, 7, 7, 0, 0, 0, 0], 
                    [0, 7, 7, 0, 6, 0, 7, 7, 0, 0, 0, 0], 
                    [0, 7, 7, 6, 0, 0, 7, 7, 0, 0, 0, 0], 
                    [0, 7, 6, 7, 7, 7, 7, 7, 0, 0, 0, 0], 
                    [0, 6, 7, 7, 7, 7, 7, 7, 0, 0, 0, 0], 
                    [6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0], 
                    [0, 8, 8, 8, 8, 8, 8, 8, 0, 0, 9, 0], 
                    [0, 8, 0, 0, 9, 9, 9, 9, 8, 0, 9, 0], 
                    [0, 8, 8, 0, 0, 0, 0, 0, 8, 8, 0, 0], 
                    [0, 0, 8, 8, 0, 9, 9, 9, 0, 8, 0, 0], 
                    [0, 0, 8, 8, 0, 0, 0, 0, 0, 0, 8, 0], 
                    [0, 0, 8, 0, 9, 9, 9, 9, 9, 0, 8, 0], 
                    [0, 0, 8, 8, 0, 0, 0, 0, 0, 8, 8, 0], 
                    [0, 0, 0, 8, 8, 8, 8, 8, 8, 8, 9, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0]
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            {
                "input": [
                    [0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0], 
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                    [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2], 
                    [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 
                    [0, 0, 1, 1, 1, 1, 2, 1, 1, 1, 1, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0]
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            }
        ]
    },
    "CleanUp1": {
        "train": [
            {
                "input": [
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 6, 3, 3, 3, 3, 3], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 6, 3, 3, 3, 3, 3, 6], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 6, 3], 
                    [4, 4, 4, 6, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 3, 3]
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                "output": [
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 3, 3], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 3, 3], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 3, 3], 
                    [4, 4, 4, 4, 4, 4, 4, 4], 
                    [3, 3, 3, 3, 3, 3, 3, 3]
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            },
            {
                "input": [
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 5, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 5, 7], 
                    [7, 5, 7, 2, 7, 5, 7, 2, 7, 5, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 5, 2, 7], 
                    [7, 2, 7, 2, 7, 5, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 5, 7, 2, 7, 2, 7, 2, 5, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 5, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 5, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 5]
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                "output": [
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7], 
                    [7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7, 2, 7]
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        "test": [
            {
                "input": [
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                    [1, 1, 1, 1, 1, 1, 1, 7, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 7, 1, 1, 1, 1, 7, 1, 1, 1], 
                    [0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 7], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 7, 1, 1]
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            },
            {
                "input": [
                    [8, 8, 8, 8, 8, 8], 
                    [9, 9, 9, 9, 9, 9], 
                    [8, 8, 8, 8, 2, 8], 
                    [9, 9, 9, 9, 9, 9], 
                    [8, 8, 8, 8, 8, 8], 
                    [9, 9, 9, 9, 9, 9]
                ]
            },
            {
                "input": [
                    [4, 6, 4, 6, 4, 6, 4, 6, 4], 
                    [4, 6, 4, 6, 4, 6, 8, 6, 4], 
                    [2, 6, 2, 6, 4, 6, 4, 6, 4], 
                    [4, 6, 4, 6, 4, 6, 4, 6, 4], 
                    [4, 6, 4, 6, 4, 8, 4, 6, 4], 
                    [4, 6, 8, 6, 4, 6, 4, 6, 4], 
                    [4, 6, 4, 6, 4, 6, 4, 8, 4], 
                    [2, 6, 4, 6, 4, 6, 4, 6, 4], 
                    [4, 6, 4, 6, 4, 6, 4, 6, 4]
                ]
            }
        ]
    },
    "CleanUp2": {
        "train": [
            {
                "input": [
                    [3, 3, 3, 3, 3, 4], 
                    [4, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 4, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 4, 3, 3]
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                "output": [
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3], 
                    [3, 3, 3, 3, 3, 3]
                ]
            },
            {
                "input": [
                    [6, 6, 6, 6, 8, 6], 
                    [8, 6, 6, 3, 6, 6], 
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 8, 6, 3, 6], 
                    [3, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6]
                ],
                "output": [
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6], 
                    [6, 6, 6, 6, 6, 6]
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            },
            {
                "input": [
                    [0, 5, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 5, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [5, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 5, 2, 2, 5, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 5, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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                "output": [
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                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 2, 2, 2, 2, 2, 2, 2, 2, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
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            }
        ],
        "test": [
            {
                "input": [
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [0, 1, 1, 1, 1, 1, 0, 1, 1, 1], 
                    [1, 1, 1, 1, 0, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 0, 1, 0, 1, 0, 1], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 0, 1, 0, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1, 1, 0, 1, 1], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 0, 1, 1, 1, 0, 1, 0, 1], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 
                    [1, 1, 1, 1, 1, 0, 1, 1, 1, 1]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 9, 9, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 7, 7, 7, 7, 7, 7, 7, 9, 0], 
                    [0, 0, 7, 7, 7, 7, 7, 7, 7, 0, 0], 
                    [0, 0, 7, 7, 9, 7, 7, 7, 7, 0, 0], 
                    [0, 0, 7, 7, 7, 7, 7, 9, 7, 0, 9], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 4, 0, 0], 
                    [0, 0, 0, 0, 0, 0], 
                    [4, 0, 0, 0, 4, 0], 
                    [0, 0, 0, 0, 0, 0]
                ]
            }
        ]
    },
    "CleanUp9": {
        "train": [
            {
                "input": [
                    [0, 4, 0, 0, 2, 3], 
                    [4, 1, 1, 2, 1, 0], 
                    [0, 1, 0, 0, 2, 3], 
                    [0, 2, 0, 0, 1, 0], 
                    [0, 2, 1, 1, 1, 0], 
                    [0, 2, 0, 0, 4, 0]
                ],
                "output": [
                    [0, 0, 0, 0, 0, 0], 
                    [0, 1, 1, 1, 1, 0], 
                    [0, 1, 0, 0, 1, 0], 
                    [0, 1, 0, 0, 1, 0], 
                    [0, 1, 1, 1, 1, 0], 
                    [0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
                    [0, 5, 5, 6, 5, 6], 
                    [0, 5, 0, 0, 0, 6], 
                    [0, 3, 0, 0, 0, 5], 
                    [0, 3, 0, 3, 0, 5], 
                    [0, 5, 5, 5, 5, 5], 
                    [6, 6, 0, 5, 0, 3]
                ],
                "output": [
                    [0, 5, 5, 5, 5, 5], 
                    [0, 5, 0, 0, 0, 5], 
                    [0, 5, 0, 0, 0, 5], 
                    [0, 5, 0, 0, 0, 5], 
                    [0, 5, 5, 5, 5, 5], 
                    [0, 0, 0, 0, 0, 0]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [0, 0, 0, 8, 0, 9], 
                    [8, 4, 4, 7, 4, 0], 
                    [4, 0, 0, 0, 4, 0], 
                    [4, 7, 0, 0, 7, 0], 
                    [9, 9, 0, 7, 9, 9], 
                    [4, 4, 8, 4, 9, 0]
                ]
            },
            {
                "input": [
                    [3, 4, 3, 4, 3, 6], 
                    [3, 0, 0, 0, 0, 3], 
                    [4, 0, 0, 0, 4, 4], 
                    [3, 0, 0, 0, 0, 3], 
                    [2, 0, 4, 0, 0, 3], 
                    [3, 2, 2, 4, 3, 4]
                ]
            },
            {
                "input": [
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0], 
                    [0, 1, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0], 
                    [2, 1, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0], 
                    [0, 1, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0], 
                    [0, 2, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 2, 0, 2, 1, 1, 1, 1], 
                    [0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1], 
                    [0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 1], 
                    [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1], 
                    [0, 0, 0, 0, 0, 2, 0, 2, 1, 1, 1, 2]
                ]
            }
        ]
    },
    "CleanUp8": {
        "train": [
            {
                "input": [
                    [2, 2, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [6, 2, 0, 0, 3, 0, 0, 1, 0, 0], 
                    [0, 0, 1, 6, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 1, 1, 0, 0, 6, 0, 0, 6], 
                    [0, 0, 0, 0, 3, 3, 0, 0, 0, 0], 
                    [0, 3, 0, 0, 3, 3, 0, 1, 0, 0], 
                    [0, 0, 0, 0, 0, 3, 4, 4, 0, 0], 
                    [0, 1, 0, 0, 7, 0, 4, 6, 0, 0], 
                    [7, 0, 0, 0, 0, 0, 0, 0, 5, 5], 
                    [0, 0, 0, 0, 3, 0, 0, 0, 7, 5]
                ],
                "output": [
                    [2, 2, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [2, 2, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 1, 1, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 1, 1, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 3, 3, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 3, 3, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 4, 4, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 4, 4, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 5, 5], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 5, 5]
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            },
            {
                "input": [
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                    [0, 6, 0, 0, 0, 0, 0, 0, 3, 3], 
                    [0, 0, 0, 0, 0, 0, 7, 7, 0, 0], 
                    [0, 0, 0, 4, 0, 0, 6, 7, 0, 0], 
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                    [0, 1, 0, 0, 6, 8, 0, 0, 0, 0], 
                    [0, 0, 5, 5, 0, 0, 0, 0, 6, 0], 
                    [0, 0, 1, 5, 0, 0, 6, 0, 0, 0], 
                    [9, 9, 0, 0, 0, 0, 0, 0, 0, 1], 
                    [8, 9, 0, 0, 4, 4, 0, 0, 0, 0]
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                "output": [
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                    [0, 0, 0, 0, 0, 0, 0, 0, 3, 3], 
                    [0, 0, 0, 0, 0, 0, 7, 7, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 7, 7, 0, 0], 
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                    [0, 0, 0, 0, 6, 6, 0, 0, 0, 0], 
                    [0, 0, 5, 5, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 5, 5, 0, 0, 0, 0, 0, 0], 
                    [9, 9, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [9, 9, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            }
        ],
        "test": [
            {
                "input": [
                    [3, 3, 0, 0, 0, 3, 0, 0, 0, 9], 
                    [3, 3, 0, 3, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 2, 2, 0, 0, 0, 0, 6, 0], 
                    [0, 0, 2, 2, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 0, 6, 5, 0, 0, 6, 0], 
                    [0, 4, 4, 0, 5, 5, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 7, 7, 0, 0], 
                    [0, 6, 0, 0, 0, 0, 4, 7, 6, 0], 
                    [0, 6, 0, 0, 4, 0, 0, 0, 6, 6], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 6, 6]
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            },
            {
                "input": [
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                    [3, 4, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 7, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 4, 7, 0, 6, 0, 6, 0, 0, 0, 3, 0, 0], 
                    [6, 0, 0, 0, 4, 9, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 9, 9, 0, 0, 0, 0, 9, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0], 
                    [9, 0, 0, 6, 0, 0, 2, 2, 0, 0, 0, 0, 9, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 1, 7, 7, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0], 
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                    [0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 5, 5]
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            },
            {
                "input": [
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                    [0, 0, 5, 0, 4, 4, 3, 4, 0, 0, 3, 0], 
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                    [0, 0, 0, 0, 0, 0, 0, 3, 8, 3, 8, 2], 
                    [0, 0, 3, 0, 2, 5, 0, 0, 8, 2, 8, 8], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 5, 8, 8, 8]
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            }
        ]
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        "train": [
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                    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 
                    [0, 8, 0, 0, 0, 3, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0], 
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            {
                "input": [
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                    [0, 2, 0, 0, 2, 0, 8, 8, 8, 8, 8], 
                    [0, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0], 
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                    [0, 0, 0, 1, 1, 0, 4, 0, 0, 0, 4], 
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                    [0, 0, 6, 6, 6, 6, 4, 0, 0, 0, 4], 
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            {
                "input": [
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                    [3, 3, 2, 2, 2, 2], 
                    [3, 3, 2, 3, 4, 2], 
                    [3, 4, 2, 3, 3, 2], 
                    [3, 3, 2, 2, 2, 2], 
                    [4, 3, 3, 3, 3, 3]
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                "output": [
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                    [3, 3, 2, 2, 2, 2], 
                    [3, 3, 2, 3, 3, 2], 
                    [3, 3, 2, 3, 3, 2], 
                    [3, 3, 2, 2, 2, 2], 
                    [3, 3, 3, 3, 3, 3]
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        "test": [
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            {
                "input": [
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                    [9, 9, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 6, 6, 0, 0, 0, 0, 0]
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            {
                "input": [
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                    [2, 1, 3, 2, 2, 2, 1, 2, 3, 2], 
                    [2, 2, 3, 3, 3, 3, 3, 3, 3, 2]
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        ]
    },
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        "train": [
            {
                "input": [
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                    [3, 3, 3, 0, 0, 0, 0, 0, 0], 
                    [0, 3, 0, 0, 3, 3, 3, 0, 0], 
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                    [0, 0, 3, 0, 0, 0, 0, 0, 0]
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                "output": [
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                    [3, 3, 3, 0, 0, 0, 0, 0, 0], 
                    [0, 3, 0, 0, 3, 3, 3, 0, 0], 
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                    [0, 3, 3, 3, 0, 0, 0, 3, 0], 
                    [0, 0, 3, 0, 0, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [4, 4, 4, 0, 4, 0, 4, 0, 0], 
                    [4, 0, 4, 0, 4, 4, 4, 0, 0], 
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                    [0, 0, 0, 0, 8, 8, 8, 8, 8], 
                    [4, 0, 4, 0, 8, 8, 8, 8, 8], 
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                    [4, 0, 4, 0, 0, 0, 4, 0, 4], 
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                "output": [
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                    [4, 0, 4, 0, 0, 0, 4, 0, 4], 
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                    [4, 0, 4, 0, 0, 0, 4, 0, 4], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0]
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            {
                "input": [
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                    [6, 6, 6, 0, 0, 0, 6, 6, 6], 
                    [0, 6, 0, 0, 6, 0, 8, 8, 8], 
                    [0, 0, 0, 6, 6, 6, 8, 8, 8], 
                    [0, 0, 0, 0, 6, 0, 8, 8, 8], 
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                    [0, 0, 6, 0, 6, 6, 8, 8, 8], 
                    [0, 6, 6, 6, 0, 6, 8, 8, 8], 
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                "output": [
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                    [0, 6, 0, 0, 6, 0, 0, 6, 0], 
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                    [0, 0, 6, 0, 6, 6, 6, 0, 0], 
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                    [0, 0, 6, 0, 0, 0, 0, 0, 0]
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            }
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        "test": [
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                    [0, 9, 0, 9, 0, 0, 0, 0, 0], 
                    [0, 9, 0, 9, 0, 0, 0, 0, 0], 
                    [0, 0, 0, 8, 8, 8, 8, 9, 9], 
                    [0, 0, 0, 8, 8, 8, 8, 0, 9], 
                    [0, 0, 9, 8, 8, 8, 8, 0, 9], 
                    [0, 0, 9, 0, 9, 0, 0, 0, 0], 
                    [0, 0, 9, 0, 9, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0]
                ]
            },
            {
                "input": [
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                    [0, 0, 0, 0, 0, 6, 6, 0, 0], 
                    [0, 6, 6, 0, 6, 6, 0, 0, 0], 
                    [6, 6, 0, 0, 8, 8, 8, 6, 6], 
                    [0, 6, 0, 0, 8, 8, 8, 6, 0], 
                    [0, 0, 0, 0, 8, 8, 8, 6, 0], 
                    [0, 0, 0, 0, 8, 8, 8, 0, 0], 
                    [0, 0, 0, 6, 6, 0, 0, 0, 0], 
                    [0, 0, 0, 0, 6, 0, 0, 0, 0]
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            },
            {
                "input": [
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                    [8, 8, 8, 0, 0, 0, 8, 8, 8], 
                    [0, 1, 0, 1, 0, 0, 1, 0, 1], 
                    [0, 0, 1, 0, 0, 0, 0, 1, 0], 
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                    [0, 0, 0, 1, 0, 0, 0, 1, 0], 
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                    [0, 0, 0, 1, 0, 0, 0, 1, 0], 
                    [0, 0, 0, 0, 0, 0, 0, 0, 0]
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        ]
    },
    "CleanUp5": {
        "train": [
            {
                "input": [
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                    [0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0], 
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                    [0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0, 0, 0, 3, 0, 0], 
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                "output": [
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                    [0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0], 
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            },
            {
                "input": [
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                    [4, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 4, 0, 0, 4, 0, 0, 4, 0, 0, 0, 0, 0]
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                "output": [
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        "test": [
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                    [6, 0, 0, 0, 2, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 6, 0]
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            },
            {
                "input": [
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                    [0, 0, 5, 0, 0, 0], 
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                    [0, 0, 0, 0, 1, 0]
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            {
                "input": [
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                    [0, 3, 0, 0, 0, 3], 
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                    [0, 0, 3, 0, 0, 0], 
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                    [0, 3, 0, 0, 0, 3], 
                    [3, 0, 0, 0, 0, 0], 
                    [0, 3, 0, 0, 0, 0], 
                    [0, 0, 3, 0, 0, 0]
                ]
            }
        ]
    },
    "CleanUp6": {
        "train": [
            {
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    "ExtendToBoundary10": {
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    "ExtendToBoundary6": {
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}