training summary (all models)
Browse files- summary.json +1 -56
summary.json
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@@ -1,60 +1,5 @@
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{
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"models": [
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{
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"backbone": "sfcn",
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"params_m": 3.42,
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"lifespan_test_mae": 3.6478110777565664,
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"lifespan_test_rmse": 5.94759342225206,
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"lifespan_test_r2": 0.9039437646178405,
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"lifespan_test_pearson": 0.9561037140778909,
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"lifespan_corrected_mae": 3.7969441559872648,
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"pediatric_test_mae": 1.356584933234238,
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"phaseA_best_val": {
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"val_mae": 3.3256,
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"epoch": 23
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},
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"phaseB_best_val_0_25": {
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"val_mae": 1.1666,
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"epoch": 27
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}
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},
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{
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"backbone": "resnet50",
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"params_m": 46.45,
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"lifespan_test_mae": 3.1270411635290993,
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"lifespan_test_rmse": 4.829697869926607,
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"lifespan_test_r2": 0.9366592875414826,
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"lifespan_test_pearson": 0.9683121275236275,
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"lifespan_corrected_mae": 3.3876472967633235,
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"pediatric_test_mae": 1.2434566371737659,
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"phaseA_best_val": {
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"val_mae": 2.9345,
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"epoch": 25
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},
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"phaseB_best_val_0_25": {
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"val_mae": 1.2496,
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"epoch": 30
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}
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},
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{
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"backbone": "efficientnet",
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"params_m": 4.88,
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"lifespan_test_mae": 2.9013785540858312,
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"lifespan_test_rmse": 4.711129563182766,
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"lifespan_test_r2": 0.9397311210638594,
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"lifespan_test_pearson": 0.969535588744091,
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"lifespan_corrected_mae": 3.1802482988691194,
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"pediatric_test_mae": 1.1177365186178134,
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"phaseA_best_val": {
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"val_mae": 2.7038,
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"epoch": 24
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},
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"phaseB_best_val_0_25": {
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"val_mae": 1.0732,
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"epoch": 26
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}
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}
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],
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"phase_a_epochs": 25,
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"phase_b_epochs": 30
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}
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{
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"models": [],
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"phase_a_epochs": 25,
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"phase_b_epochs": 30
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}
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