Thermodynamic Confidence Controller for SGD / results_fair.json

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 1{
 2  "device": "cuda",
 3  "math_check": {
 4    "T": [
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 7      128,
 8      256,
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10    ],
11    "radii": [
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18    "loglog_slope": -0.4999999999999995,
19    "radius_var1": 0.3395253789351549,
20    "radius_var4": 0.6790507578703098,
21    "scaling_ok": true,
22    "variance_ok": true
23  },
24  "baseline": {
25    "final_train_loss": 0.11713297655805946,
26    "test_accuracy": 0.948888897895813,
27    "mean_batch": 32.0,
28    "total_examples": 35264,
29    "batch_values": [
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32    "batches_changed": 1,
33    "radius_count": 0,
34    "radius_first_last": []
35  },
36  "idea": {
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38    "test_accuracy": 0.9133333563804626,
39    "mean_batch": 117.54666666666667,
40    "total_examples": 35264,
41    "batch_values": [
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46    "batches_changed": 3,
47    "radius_count": 269,
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50      0.0017785616144867307
51    ]
52  }
53}