{
  "image_count": 1000,
  "decision_count": 10000,
  "action_accuracy": 0.977,
  "episode_success_rate": 0.9362,
  "errors": 230,
  "failed_episodes": 638,
  "nll": 0.09311094020659358,
  "cells": [
    [
      {
        "total": 85,
        "errors": 3,
        "episode_failures": 3,
        "predictions": {
          "-1": 0,
          "0": 82,
          "+1": 3
        }
      },
      {
        "total": 85,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 80,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 85,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 80,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 85,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 80,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 85,
        "errors": 3,
        "episode_failures": 5,
        "predictions": {
          "-1": 82,
          "0": 0,
          "+1": 3
        }
      },
      {
        "total": 85,
        "errors": 1,
        "episode_failures": 5,
        "predictions": {
          "-1": 84,
          "0": 0,
          "+1": 1
        }
      },
      {
        "total": 85,
        "errors": 2,
        "episode_failures": 5,
        "predictions": {
          "-1": 83,
          "0": 2,
          "+1": 0
        }
      },
      {
        "total": 85,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 85,
          "0": 0,
          "+1": 0
        }
      },
      {
        "total": 85,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 85,
          "0": 0,
          "+1": 0
        }
      },
      {
        "total": 85,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 85,
          "0": 0,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 126,
        "errors": 0,
        "episode_failures": 3,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 126
        }
      },
      {
        "total": 126,
        "errors": 3,
        "episode_failures": 3,
        "predictions": {
          "-1": 0,
          "0": 123,
          "+1": 3
        }
      },
      {
        "total": 126,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 124,
          "0": 0,
          "+1": 2
        }
      },
      {
        "total": 126,
        "errors": 3,
        "episode_failures": 3,
        "predictions": {
          "-1": 123,
          "0": 0,
          "+1": 3
        }
      },
      {
        "total": 126,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 124,
          "0": 0,
          "+1": 2
        }
      },
      {
        "total": 126,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 124,
          "0": 0,
          "+1": 2
        }
      },
      {
        "total": 126,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 124,
          "0": 1,
          "+1": 1
        }
      },
      {
        "total": 126,
        "errors": 1,
        "episode_failures": 3,
        "predictions": {
          "-1": 125,
          "0": 1,
          "+1": 0
        }
      },
      {
        "total": 126,
        "errors": 0,
        "episode_failures": 3,
        "predictions": {
          "-1": 126,
          "0": 0,
          "+1": 0
        }
      },
      {
        "total": 126,
        "errors": 0,
        "episode_failures": 3,
        "predictions": {
          "-1": 126,
          "0": 0,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 116,
        "errors": 0,
        "episode_failures": 8,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 116
        }
      },
      {
        "total": 116,
        "errors": 1,
        "episode_failures": 8,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 115
        }
      },
      {
        "total": 116,
        "errors": 8,
        "episode_failures": 8,
        "predictions": {
          "-1": 2,
          "0": 108,
          "+1": 6
        }
      },
      {
        "total": 116,
        "errors": 8,
        "episode_failures": 11,
        "predictions": {
          "-1": 108,
          "0": 2,
          "+1": 6
        }
      },
      {
        "total": 116,
        "errors": 4,
        "episode_failures": 11,
        "predictions": {
          "-1": 112,
          "0": 0,
          "+1": 4
        }
      },
      {
        "total": 116,
        "errors": 5,
        "episode_failures": 11,
        "predictions": {
          "-1": 111,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 116,
        "errors": 8,
        "episode_failures": 14,
        "predictions": {
          "-1": 108,
          "0": 0,
          "+1": 8
        }
      },
      {
        "total": 116,
        "errors": 7,
        "episode_failures": 15,
        "predictions": {
          "-1": 109,
          "0": 4,
          "+1": 3
        }
      },
      {
        "total": 116,
        "errors": 5,
        "episode_failures": 16,
        "predictions": {
          "-1": 111,
          "0": 5,
          "+1": 0
        }
      },
      {
        "total": 116,
        "errors": 0,
        "episode_failures": 16,
        "predictions": {
          "-1": 116,
          "0": 0,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 107,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 107
        }
      },
      {
        "total": 107,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 107
        }
      },
      {
        "total": 107,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 107
        }
      },
      {
        "total": 107,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 102,
          "+1": 5
        }
      },
      {
        "total": 107,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 102,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 107,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 102,
          "0": 4,
          "+1": 1
        }
      },
      {
        "total": 107,
        "errors": 3,
        "episode_failures": 6,
        "predictions": {
          "-1": 104,
          "0": 0,
          "+1": 3
        }
      },
      {
        "total": 107,
        "errors": 2,
        "episode_failures": 6,
        "predictions": {
          "-1": 105,
          "0": 1,
          "+1": 1
        }
      },
      {
        "total": 107,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 106,
          "0": 1,
          "+1": 0
        }
      },
      {
        "total": 107,
        "errors": 0,
        "episode_failures": 6,
        "predictions": {
          "-1": 107,
          "0": 0,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 110,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 110
        }
      },
      {
        "total": 110,
        "errors": 1,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 109
        }
      },
      {
        "total": 110,
        "errors": 1,
        "episode_failures": 5,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 109
        }
      },
      {
        "total": 110,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 110
        }
      },
      {
        "total": 110,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 105,
          "+1": 5
        }
      },
      {
        "total": 110,
        "errors": 5,
        "episode_failures": 7,
        "predictions": {
          "-1": 105,
          "0": 0,
          "+1": 5
        }
      },
      {
        "total": 110,
        "errors": 4,
        "episode_failures": 8,
        "predictions": {
          "-1": 106,
          "0": 0,
          "+1": 4
        }
      },
      {
        "total": 110,
        "errors": 4,
        "episode_failures": 8,
        "predictions": {
          "-1": 106,
          "0": 2,
          "+1": 2
        }
      },
      {
        "total": 110,
        "errors": 2,
        "episode_failures": 8,
        "predictions": {
          "-1": 108,
          "0": 1,
          "+1": 1
        }
      },
      {
        "total": 110,
        "errors": 1,
        "episode_failures": 8,
        "predictions": {
          "-1": 109,
          "0": 1,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 4,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 4,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 4,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 87,
        "errors": 3,
        "episode_failures": 4,
        "predictions": {
          "-1": 1,
          "0": 2,
          "+1": 84
        }
      },
      {
        "total": 87,
        "errors": 3,
        "episode_failures": 4,
        "predictions": {
          "-1": 3,
          "0": 0,
          "+1": 84
        }
      },
      {
        "total": 87,
        "errors": 2,
        "episode_failures": 2,
        "predictions": {
          "-1": 1,
          "0": 85,
          "+1": 1
        }
      },
      {
        "total": 87,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 85,
          "0": 0,
          "+1": 2
        }
      },
      {
        "total": 87,
        "errors": 3,
        "episode_failures": 4,
        "predictions": {
          "-1": 84,
          "0": 3,
          "+1": 0
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 4,
        "predictions": {
          "-1": 87,
          "0": 0,
          "+1": 0
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 4,
        "predictions": {
          "-1": 87,
          "0": 0,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 87,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 86
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 87,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 87,
        "errors": 1,
        "episode_failures": 5,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 86
        }
      },
      {
        "total": 87,
        "errors": 3,
        "episode_failures": 4,
        "predictions": {
          "-1": 0,
          "0": 3,
          "+1": 84
        }
      },
      {
        "total": 87,
        "errors": 2,
        "episode_failures": 3,
        "predictions": {
          "-1": 2,
          "0": 0,
          "+1": 85
        }
      },
      {
        "total": 87,
        "errors": 2,
        "episode_failures": 2,
        "predictions": {
          "-1": 1,
          "0": 85,
          "+1": 1
        }
      },
      {
        "total": 87,
        "errors": 1,
        "episode_failures": 2,
        "predictions": {
          "-1": 86,
          "0": 0,
          "+1": 1
        }
      },
      {
        "total": 87,
        "errors": 1,
        "episode_failures": 2,
        "predictions": {
          "-1": 86,
          "0": 0,
          "+1": 1
        }
      },
      {
        "total": 87,
        "errors": 1,
        "episode_failures": 2,
        "predictions": {
          "-1": 86,
          "0": 1,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 99,
        "errors": 0,
        "episode_failures": 6,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 99
        }
      },
      {
        "total": 99,
        "errors": 0,
        "episode_failures": 6,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 99
        }
      },
      {
        "total": 99,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 98
        }
      },
      {
        "total": 99,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 98
        }
      },
      {
        "total": 99,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 98
        }
      },
      {
        "total": 99,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 98
        }
      },
      {
        "total": 99,
        "errors": 0,
        "episode_failures": 5,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 99
        }
      },
      {
        "total": 99,
        "errors": 5,
        "episode_failures": 5,
        "predictions": {
          "-1": 1,
          "0": 94,
          "+1": 4
        }
      },
      {
        "total": 99,
        "errors": 3,
        "episode_failures": 6,
        "predictions": {
          "-1": 96,
          "0": 2,
          "+1": 1
        }
      },
      {
        "total": 99,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 98,
          "0": 1,
          "+1": 0
        }
      }
    ],
    [
      {
        "total": 89,
        "errors": 1,
        "episode_failures": 13,
        "predictions": {
          "-1": 0,
          "0": 1,
          "+1": 88
        }
      },
      {
        "total": 89,
        "errors": 0,
        "episode_failures": 13,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 89
        }
      },
      {
        "total": 89,
        "errors": 2,
        "episode_failures": 13,
        "predictions": {
          "-1": 0,
          "0": 2,
          "+1": 87
        }
      },
      {
        "total": 89,
        "errors": 3,
        "episode_failures": 13,
        "predictions": {
          "-1": 2,
          "0": 1,
          "+1": 86
        }
      },
      {
        "total": 89,
        "errors": 2,
        "episode_failures": 12,
        "predictions": {
          "-1": 2,
          "0": 0,
          "+1": 87
        }
      },
      {
        "total": 89,
        "errors": 4,
        "episode_failures": 12,
        "predictions": {
          "-1": 3,
          "0": 1,
          "+1": 85
        }
      },
      {
        "total": 89,
        "errors": 5,
        "episode_failures": 12,
        "predictions": {
          "-1": 3,
          "0": 2,
          "+1": 84
        }
      },
      {
        "total": 89,
        "errors": 8,
        "episode_failures": 12,
        "predictions": {
          "-1": 7,
          "0": 1,
          "+1": 81
        }
      },
      {
        "total": 89,
        "errors": 12,
        "episode_failures": 12,
        "predictions": {
          "-1": 8,
          "0": 77,
          "+1": 4
        }
      },
      {
        "total": 89,
        "errors": 10,
        "episode_failures": 18,
        "predictions": {
          "-1": 79,
          "0": 9,
          "+1": 1
        }
      }
    ],
    [
      {
        "total": 94,
        "errors": 0,
        "episode_failures": 7,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 94
        }
      },
      {
        "total": 94,
        "errors": 0,
        "episode_failures": 7,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 94
        }
      },
      {
        "total": 94,
        "errors": 0,
        "episode_failures": 7,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 94
        }
      },
      {
        "total": 94,
        "errors": 0,
        "episode_failures": 7,
        "predictions": {
          "-1": 0,
          "0": 0,
          "+1": 94
        }
      },
      {
        "total": 94,
        "errors": 2,
        "episode_failures": 7,
        "predictions": {
          "-1": 0,
          "0": 2,
          "+1": 92
        }
      },
      {
        "total": 94,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 93
        }
      },
      {
        "total": 94,
        "errors": 1,
        "episode_failures": 6,
        "predictions": {
          "-1": 1,
          "0": 0,
          "+1": 93
        }
      },
      {
        "total": 94,
        "errors": 2,
        "episode_failures": 6,
        "predictions": {
          "-1": 1,
          "0": 1,
          "+1": 92
        }
      },
      {
        "total": 94,
        "errors": 6,
        "episode_failures": 6,
        "predictions": {
          "-1": 2,
          "0": 4,
          "+1": 88
        }
      },
      {
        "total": 94,
        "errors": 4,
        "episode_failures": 4,
        "predictions": {
          "-1": 4,
          "0": 90,
          "+1": 0
        }
      }
    ]
  ],
  "confusion": [
    [
      4549,
      41,
      83
    ],
    [
      17,
      951,
      32
    ],
    [
      32,
      25,
      4270
    ]
  ],
  "action_order": [
    "-1",
    "0",
    "+1"
  ],
  "failure_reasons": {
    "wrong_stop": 434,
    "cycle": 203,
    "out_of_range": 1
  },
  "phase": "complete",
  "total_images": 1000,
  "elapsed_seconds": 228.15634099999443,
  "images_per_second": 4.382959490045575,
  "scope": "Official MNIST test IDs 0–999, reduced at user request; not all 10000.",
  "requested_original_images": 10000
}