| { |
| "best_metric": 0.771723286444866, |
| "best_model_checkpoint": "./tokcl_models/EMBO_bert-base-cased_NER-task/checkpoint-2000", |
| "epoch": 3.9318479685452163, |
| "global_step": 3000, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.07, |
| "learning_rate": 0.0004934469200524247, |
| "loss": 1.0092, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.13, |
| "learning_rate": 0.00048689384010484925, |
| "loss": 0.4881, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.2, |
| "learning_rate": 0.0004803407601572739, |
| "loss": 0.3663, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.26, |
| "learning_rate": 0.0004737876802096986, |
| "loss": 0.3384, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.33, |
| "learning_rate": 0.00046723460026212323, |
| "loss": 0.3115, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.39, |
| "learning_rate": 0.00046068152031454785, |
| "loss": 0.2999, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.46, |
| "learning_rate": 0.0004541284403669725, |
| "loss": 0.271, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.52, |
| "learning_rate": 0.0004475753604193971, |
| "loss": 0.2692, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.59, |
| "learning_rate": 0.00044102228047182177, |
| "loss": 0.2574, |
| "step": 450 |
| }, |
| { |
| "epoch": 0.66, |
| "learning_rate": 0.0004344692005242464, |
| "loss": 0.2485, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.72, |
| "learning_rate": 0.00042791612057667107, |
| "loss": 0.2467, |
| "step": 550 |
| }, |
| { |
| "epoch": 0.79, |
| "learning_rate": 0.0004213630406290957, |
| "loss": 0.2528, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.85, |
| "learning_rate": 0.0004148099606815203, |
| "loss": 0.2472, |
| "step": 650 |
| }, |
| { |
| "epoch": 0.92, |
| "learning_rate": 0.00040825688073394494, |
| "loss": 0.241, |
| "step": 700 |
| }, |
| { |
| "epoch": 0.98, |
| "learning_rate": 0.0004017038007863696, |
| "loss": 0.2363, |
| "step": 750 |
| }, |
| { |
| "epoch": 1.05, |
| "learning_rate": 0.00039515072083879424, |
| "loss": 0.2104, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.11, |
| "learning_rate": 0.0003885976408912189, |
| "loss": 0.1935, |
| "step": 850 |
| }, |
| { |
| "epoch": 1.18, |
| "learning_rate": 0.00038204456094364353, |
| "loss": 0.1939, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.25, |
| "learning_rate": 0.00037549148099606816, |
| "loss": 0.1924, |
| "step": 950 |
| }, |
| { |
| "epoch": 1.31, |
| "learning_rate": 0.0003689384010484928, |
| "loss": 0.1938, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.31, |
| "eval_accuracy_score": 0.9050444524751189, |
| "eval_f1": 0.7458701475198578, |
| "eval_loss": 0.2917892336845398, |
| "eval_precision": 0.7596363560104018, |
| "eval_recall": 0.7325940033370975, |
| "eval_runtime": 111.3074, |
| "eval_samples_per_second": 123.99, |
| "eval_steps_per_second": 0.97, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.38, |
| "learning_rate": 0.00036238532110091746, |
| "loss": 0.1825, |
| "step": 1050 |
| }, |
| { |
| "epoch": 1.44, |
| "learning_rate": 0.0003558322411533421, |
| "loss": 0.1898, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.51, |
| "learning_rate": 0.0003492791612057667, |
| "loss": 0.1858, |
| "step": 1150 |
| }, |
| { |
| "epoch": 1.57, |
| "learning_rate": 0.0003427260812581914, |
| "loss": 0.182, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.64, |
| "learning_rate": 0.000336173001310616, |
| "loss": 0.1853, |
| "step": 1250 |
| }, |
| { |
| "epoch": 1.7, |
| "learning_rate": 0.0003296199213630406, |
| "loss": 0.1869, |
| "step": 1300 |
| }, |
| { |
| "epoch": 1.77, |
| "learning_rate": 0.0003230668414154653, |
| "loss": 0.1771, |
| "step": 1350 |
| }, |
| { |
| "epoch": 1.83, |
| "learning_rate": 0.0003165137614678899, |
| "loss": 0.1759, |
| "step": 1400 |
| }, |
| { |
| "epoch": 1.9, |
| "learning_rate": 0.00030996068152031454, |
| "loss": 0.1705, |
| "step": 1450 |
| }, |
| { |
| "epoch": 1.97, |
| "learning_rate": 0.00030340760157273916, |
| "loss": 0.1786, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.03, |
| "learning_rate": 0.00029685452162516384, |
| "loss": 0.1589, |
| "step": 1550 |
| }, |
| { |
| "epoch": 2.1, |
| "learning_rate": 0.00029030144167758846, |
| "loss": 0.1364, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.16, |
| "learning_rate": 0.00028374836173001314, |
| "loss": 0.1319, |
| "step": 1650 |
| }, |
| { |
| "epoch": 2.23, |
| "learning_rate": 0.00027719528178243776, |
| "loss": 0.1283, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.29, |
| "learning_rate": 0.0002706422018348624, |
| "loss": 0.1266, |
| "step": 1750 |
| }, |
| { |
| "epoch": 2.36, |
| "learning_rate": 0.000264089121887287, |
| "loss": 0.1359, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.42, |
| "learning_rate": 0.0002575360419397117, |
| "loss": 0.1271, |
| "step": 1850 |
| }, |
| { |
| "epoch": 2.49, |
| "learning_rate": 0.0002509829619921363, |
| "loss": 0.1328, |
| "step": 1900 |
| }, |
| { |
| "epoch": 2.56, |
| "learning_rate": 0.000244429882044561, |
| "loss": 0.1328, |
| "step": 1950 |
| }, |
| { |
| "epoch": 2.62, |
| "learning_rate": 0.0002378768020969856, |
| "loss": 0.138, |
| "step": 2000 |
| }, |
| { |
| "epoch": 2.62, |
| "eval_accuracy_score": 0.9121489075478695, |
| "eval_f1": 0.771723286444866, |
| "eval_loss": 0.2743813991546631, |
| "eval_precision": 0.751326535173136, |
| "eval_recall": 0.7932583890920736, |
| "eval_runtime": 111.6996, |
| "eval_samples_per_second": 123.555, |
| "eval_steps_per_second": 0.967, |
| "step": 2000 |
| }, |
| { |
| "epoch": 2.69, |
| "learning_rate": 0.00023132372214941022, |
| "loss": 0.1305, |
| "step": 2050 |
| }, |
| { |
| "epoch": 2.75, |
| "learning_rate": 0.00022477064220183487, |
| "loss": 0.1243, |
| "step": 2100 |
| }, |
| { |
| "epoch": 2.82, |
| "learning_rate": 0.00021821756225425952, |
| "loss": 0.1265, |
| "step": 2150 |
| }, |
| { |
| "epoch": 2.88, |
| "learning_rate": 0.00021166448230668415, |
| "loss": 0.133, |
| "step": 2200 |
| }, |
| { |
| "epoch": 2.95, |
| "learning_rate": 0.00020511140235910877, |
| "loss": 0.1298, |
| "step": 2250 |
| }, |
| { |
| "epoch": 3.01, |
| "learning_rate": 0.00019855832241153344, |
| "loss": 0.123, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.08, |
| "learning_rate": 0.00019200524246395807, |
| "loss": 0.0871, |
| "step": 2350 |
| }, |
| { |
| "epoch": 3.15, |
| "learning_rate": 0.0001854521625163827, |
| "loss": 0.086, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.21, |
| "learning_rate": 0.00017889908256880736, |
| "loss": 0.0928, |
| "step": 2450 |
| }, |
| { |
| "epoch": 3.28, |
| "learning_rate": 0.000172346002621232, |
| "loss": 0.083, |
| "step": 2500 |
| }, |
| { |
| "epoch": 3.34, |
| "learning_rate": 0.0001657929226736566, |
| "loss": 0.0918, |
| "step": 2550 |
| }, |
| { |
| "epoch": 3.41, |
| "learning_rate": 0.00015923984272608129, |
| "loss": 0.0849, |
| "step": 2600 |
| }, |
| { |
| "epoch": 3.47, |
| "learning_rate": 0.0001526867627785059, |
| "loss": 0.0863, |
| "step": 2650 |
| }, |
| { |
| "epoch": 3.54, |
| "learning_rate": 0.00014613368283093053, |
| "loss": 0.0865, |
| "step": 2700 |
| }, |
| { |
| "epoch": 3.6, |
| "learning_rate": 0.00013958060288335518, |
| "loss": 0.0827, |
| "step": 2750 |
| }, |
| { |
| "epoch": 3.67, |
| "learning_rate": 0.00013302752293577983, |
| "loss": 0.083, |
| "step": 2800 |
| }, |
| { |
| "epoch": 3.74, |
| "learning_rate": 0.00012647444298820445, |
| "loss": 0.0849, |
| "step": 2850 |
| }, |
| { |
| "epoch": 3.8, |
| "learning_rate": 0.0001199213630406291, |
| "loss": 0.0813, |
| "step": 2900 |
| }, |
| { |
| "epoch": 3.87, |
| "learning_rate": 0.00011336828309305374, |
| "loss": 0.0873, |
| "step": 2950 |
| }, |
| { |
| "epoch": 3.93, |
| "learning_rate": 0.00010681520314547838, |
| "loss": 0.0808, |
| "step": 3000 |
| }, |
| { |
| "epoch": 3.93, |
| "eval_accuracy_score": 0.909553294853392, |
| "eval_f1": 0.7627703980346628, |
| "eval_loss": 0.3164892792701721, |
| "eval_precision": 0.7620479900951458, |
| "eval_recall": 0.7634941769335782, |
| "eval_runtime": 111.6078, |
| "eval_samples_per_second": 123.656, |
| "eval_steps_per_second": 0.968, |
| "step": 3000 |
| } |
| ], |
| "max_steps": 3815, |
| "num_train_epochs": 5, |
| "total_flos": 3.419886505231602e+16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|