{
  "oracle": [
    {
      "intervals": 1,
      "invalid_probability": 0.5
    },
    {
      "intervals": 2,
      "invalid_probability": 0.25
    },
    {
      "intervals": 4,
      "invalid_probability": 0.125
    },
    {
      "intervals": 8,
      "invalid_probability": 0.0625
    },
    {
      "intervals": 16,
      "invalid_probability": 0.03125
    },
    {
      "intervals": 32,
      "invalid_probability": 0.015625
    }
  ],
  "neural": {
    "torch_version": "2.14.0",
    "device": "cpu",
    "seed": 7,
    "training_steps": 800,
    "samples_per_setting": 512,
    "parameters": 68294,
    "history": [
      {
        "step": 1,
        "loss": 1.837971
      },
      {
        "step": 100,
        "loss": 0.317416
      },
      {
        "step": 200,
        "loss": 0.370542
      },
      {
        "step": 300,
        "loss": 0.290214
      },
      {
        "step": 400,
        "loss": 0.276926
      },
      {
        "step": 500,
        "loss": 0.339683
      },
      {
        "step": 600,
        "loss": 0.478054
      },
      {
        "step": 700,
        "loss": 0.362963
      },
      {
        "step": 800,
        "loss": 0.342925
      }
    ],
    "sampling": [
      {
        "intervals": 1,
        "valid_fraction": 0.115234,
        "valid_sequences_seen_of_8": 8
      },
      {
        "intervals": 2,
        "valid_fraction": 0.378906,
        "valid_sequences_seen_of_8": 8
      },
      {
        "intervals": 4,
        "valid_fraction": 0.654297,
        "valid_sequences_seen_of_8": 8
      },
      {
        "intervals": 8,
        "valid_fraction": 0.791016,
        "valid_sequences_seen_of_8": 8
      },
      {
        "intervals": 16,
        "valid_fraction": 0.888672,
        "valid_sequences_seen_of_8": 8
      },
      {
        "intervals": 32,
        "valid_fraction": 0.927734,
        "valid_sequences_seen_of_8": 8
      }
    ],
    "denoising": [
      {
        "mask_rate": 0.1,
        "forced_target_ce": 0.06835,
        "oracle_ce": 0.069315
      },
      {
        "mask_rate": 0.5,
        "forced_target_ce": 0.342493,
        "oracle_ce": 0.346574
      },
      {
        "mask_rate": 0.9,
        "forced_target_ce": 0.656626,
        "oracle_ce": 0.623832
      }
    ]
  }
}