Actionable-Information Optimizer / toy_results.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "channel": [
  3    {
  4      "delta": 2.0,
  5      "I_acq": 0.9065131684916277,
  6      "I_use": 0.048401744400527934,
  7      "I_un": 0.8581114240910998,
  8      "progress": 0.19737728592437534,
  9      "action_correct": 0.34470833333333334,
 10      "zero_fraction": 0.6551916666666666
 11    },
 12    {
 13      "delta": 1.0,
 14      "I_acq": 1.5109532625611792,
 15      "I_use": 0.08274284351224791,
 16      "I_un": 1.4282104190489313,
 17      "progress": 0.2559933160682166,
 18      "action_correct": 0.6259416666666666,
 19      "zero_fraction": 0.36439166666666667
 20    },
 21    {
 22      "delta": 0.5,
 23      "I_acq": 2.176099347730744,
 24      "I_use": 0.09343892622294131,
 25      "I_un": 2.0826604215078026,
 26      "progress": 0.2631487840520178,
 27      "action_correct": 0.7738,
 28      "zero_fraction": 0.188025
 29    },
 30    {
 31      "delta": 0.25,
 32      "I_acq": 2.862107749028295,
 33      "I_use": 0.10070152059892563,
 34      "I_un": 2.7614062284293692,
 35      "progress": 0.2591950085732341,
 36      "action_correct": 0.838925,
 37      "zero_fraction": 0.09385
 38    },
 39    {
 40      "delta": 0.125,
 41      "I_acq": 3.553760013275197,
 42      "I_use": 0.10351326553599056,
 43      "I_un": 3.4502467477392065,
 44      "progress": 0.2550986464163217,
 45      "action_correct": 0.8669916666666667,
 46      "zero_fraction": 0.047016666666666665
 47    },
 48    {
 49      "delta": 0.0625,
 50      "I_acq": 4.245977833310215,
 51      "I_use": 0.10415922542870304,
 52      "I_un": 4.141818607881512,
 53      "progress": 0.25266582519568626,
 54      "action_correct": 0.8800166666666667,
 55      "zero_fraction": 0.023308333333333334
 56    },
 57    {
 58      "delta": 0.03125,
 59      "I_acq": 4.938413097408342,
 60      "I_use": 0.10456995832588824,
 61      "I_un": 4.833843139082453,
 62      "progress": 0.2513299005347552,
 63      "action_correct": 0.885975,
 64      "zero_fraction": 0.0117
 65    }
 66  ],
 67  "learning": [
 68    {
 69      "method": "raw",
 70      "final_loss": 0.013129418419294343
 71    },
 72    {
 73      "method": "quantized_2.0",
 74      "final_loss": 0.03258906128148902
 75    },
 76    {
 77      "method": "quantized_1.0",
 78      "final_loss": 0.020077161397097604
 79    },
 80    {
 81      "method": "quantized_0.5",
 82      "final_loss": 0.014197803103921644
 83    },
 84    {
 85      "method": "quantized_0.25",
 86      "final_loss": 0.013497681294527218
 87    },
 88    {
 89      "method": "quantized_0.125",
 90      "final_loss": 0.01312350402137491
 91    }
 92  ],
 93  "predictions": {
 94    "acq_log_slope": 0.9966855203906653,
 95    "acq_log_r2": 0.9999966210481701,
 96    "fine_delta_I_acq": 0.6924352640981262,
 97    "fine_delta_I_use": 0.0004107328971851981,
 98    "fine_delta_progress": -0.001335924660931076,
 99    "predicted_acq_slope": 1.0,
100    "predicted_useful_trend": "plateau relative to I_acq",
101    "predicted_progress_trend": "plateau relative to I_acq"
102  }
103}