| { |
| "student_params": 15672192, |
| "loss": "cosine_1_minus_sim", |
| "target_dim": 768, |
| "epochs": [ |
| { |
| "epoch": 1, |
| "loss": 0.07253991591294745, |
| "F1": 0.7222222089767456, |
| "precision": 0.5759493708610535, |
| "recall": 0.9680851101875305, |
| "threshold": 77.3359375 |
| }, |
| { |
| "epoch": 2, |
| "loss": 0.06178997803267662, |
| "F1": 0.7249357104301453, |
| "precision": 0.5685483813285828, |
| "recall": 1.0, |
| "threshold": 107.1875 |
| }, |
| { |
| "epoch": 3, |
| "loss": 0.0617156123302943, |
| "F1": 0.7195902466773987, |
| "precision": 0.563126266002655, |
| "recall": 0.9964538812637329, |
| "threshold": 148.1875 |
| }, |
| { |
| "epoch": 4, |
| "loss": 0.061347012896584736, |
| "F1": 0.7253885865211487, |
| "precision": 0.5714285969734192, |
| "recall": 0.9929078221321106, |
| "threshold": 153.75 |
| }, |
| { |
| "epoch": 5, |
| "loss": 0.06122595644468568, |
| "F1": 0.7237353920936584, |
| "precision": 0.5705521702766418, |
| "recall": 0.9893617033958435, |
| "threshold": 159.734375 |
| }, |
| { |
| "epoch": 6, |
| "loss": 0.06132089458562277, |
| "F1": 0.7195902466773987, |
| "precision": 0.563126266002655, |
| "recall": 0.9964538812637329, |
| "threshold": 156.5625 |
| }, |
| { |
| "epoch": 7, |
| "loss": 0.061309009904699646, |
| "F1": 0.7220779061317444, |
| "precision": 0.5696721076965332, |
| "recall": 0.9858155846595764, |
| "threshold": 174.6875 |
| }, |
| { |
| "epoch": 8, |
| "loss": 0.06113341519135151, |
| "F1": 0.720720648765564, |
| "precision": 0.5656565427780151, |
| "recall": 0.9929078221321106, |
| "threshold": 168.375 |
| }, |
| { |
| "epoch": 9, |
| "loss": 0.060983790468551714, |
| "F1": 0.7205128073692322, |
| "precision": 0.564257025718689, |
| "recall": 0.9964538812637329, |
| "threshold": 168.28125 |
| }, |
| { |
| "epoch": 10, |
| "loss": 0.061084045586111, |
| "F1": 0.7260638475418091, |
| "precision": 0.5808510780334473, |
| "recall": 0.9680851101875305, |
| "threshold": 165.9375 |
| }, |
| { |
| "epoch": 11, |
| "loss": 0.061100886026898504, |
| "F1": 0.7221510410308838, |
| "precision": 0.5651302337646484, |
| "recall": 1.0, |
| "threshold": 171.53125 |
| }, |
| { |
| "epoch": 12, |
| "loss": 0.06096925960034696, |
| "F1": 0.7195902466773987, |
| "precision": 0.563126266002655, |
| "recall": 0.9964538812637329, |
| "threshold": 168.1875 |
| }, |
| { |
| "epoch": 13, |
| "loss": 0.060978461868108035, |
| "F1": 0.7253613471984863, |
| "precision": 0.5762004256248474, |
| "recall": 0.978723406791687, |
| "threshold": 167.40625 |
| }, |
| { |
| "epoch": 14, |
| "loss": 0.060976944405298966, |
| "F1": 0.7216494679450989, |
| "precision": 0.5668016076087952, |
| "recall": 0.9929078221321106, |
| "threshold": 168.125 |
| }, |
| { |
| "epoch": 15, |
| "loss": 0.06102545032333958, |
| "F1": 0.7230768799781799, |
| "precision": 0.5662650465965271, |
| "recall": 1.0, |
| "threshold": 168.09375 |
| } |
| ] |
| } |