Add retrained PolyEdit checkpoint and audit artifacts
Browse files- training_report.json +362 -0
training_report.json
ADDED
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| 1 |
+
{
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| 2 |
+
"model_label": "MIPS-retrained (public architecture, no released pretraining weights)",
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| 3 |
+
"split_audit": {
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| 4 |
+
"seed": 42,
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| 5 |
+
"validation_fraction": 0.15,
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| 6 |
+
"properties": [
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| 7 |
+
"Egc",
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| 8 |
+
"Egb",
|
| 9 |
+
"Eea",
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| 10 |
+
"Ei",
|
| 11 |
+
"EPS",
|
| 12 |
+
"Nc",
|
| 13 |
+
"Xc",
|
| 14 |
+
"Eat"
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| 15 |
+
],
|
| 16 |
+
"records": {
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| 17 |
+
"train": 1300,
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| 18 |
+
"valid": 75,
|
| 19 |
+
"test": 953
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| 20 |
+
},
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| 21 |
+
"observed_labels": {
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| 22 |
+
"train": {
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| 23 |
+
"Egc": 1260,
|
| 24 |
+
"Egb": 245,
|
| 25 |
+
"Eea": 144,
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| 26 |
+
"Ei": 145,
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| 27 |
+
"EPS": 148,
|
| 28 |
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"Nc": 148,
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| 29 |
+
"Xc": 67,
|
| 30 |
+
"Eat": 150
|
| 31 |
+
},
|
| 32 |
+
"valid": {
|
| 33 |
+
"Egc": 73,
|
| 34 |
+
"Egb": 17,
|
| 35 |
+
"Eea": 14,
|
| 36 |
+
"Ei": 14,
|
| 37 |
+
"EPS": 15,
|
| 38 |
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"Nc": 15,
|
| 39 |
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"Xc": 6,
|
| 40 |
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"Eat": 15
|
| 41 |
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},
|
| 42 |
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"test": {
|
| 43 |
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"Egc": 917,
|
| 44 |
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"Egb": 191,
|
| 45 |
+
"Eea": 156,
|
| 46 |
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"Ei": 156,
|
| 47 |
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"EPS": 158,
|
| 48 |
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"Nc": 158,
|
| 49 |
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"Xc": 105,
|
| 50 |
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"Eat": 160
|
| 51 |
+
}
|
| 52 |
+
},
|
| 53 |
+
"components": {
|
| 54 |
+
"train": 140,
|
| 55 |
+
"valid": 22,
|
| 56 |
+
"test": 12
|
| 57 |
+
},
|
| 58 |
+
"component_overlap": 0,
|
| 59 |
+
"canonical_label_conflicts": {
|
| 60 |
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"Egc": 2,
|
| 61 |
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"Egb": 0,
|
| 62 |
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"Eea": 0,
|
| 63 |
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"Ei": 0,
|
| 64 |
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"EPS": 0,
|
| 65 |
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"Nc": 0,
|
| 66 |
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"Xc": 0,
|
| 67 |
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"Eat": 0
|
| 68 |
+
},
|
| 69 |
+
"featurization_failures": {
|
| 70 |
+
"train": 0,
|
| 71 |
+
"valid": 0,
|
| 72 |
+
"test": 0
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"best_epoch": 15,
|
| 76 |
+
"best_valid_balanced_mse": 0.2277407869696617,
|
| 77 |
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"history": [
|
| 78 |
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{
|
| 79 |
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|
| 80 |
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"train_balanced_mse": 0.823832509063539,
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| 81 |
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| 82 |
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| 83 |
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{
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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{
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| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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|
| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 117 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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| 130 |
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| 131 |
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| 132 |
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| 136 |
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| 137 |
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| 141 |
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| 142 |
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| 144 |
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| 147 |
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