| { |
| "best_metric": 0.8323569009206506, |
| "best_model_checkpoint": "checkpoints/bert-base-uncased", |
| "epoch": 3.0, |
| "global_step": 1542, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.05, |
| "eval_avg_sts": 0.8091205074434157, |
| "eval_sickr_spearman": 0.7855689811762409, |
| "eval_stsb_spearman": 0.8326720337105905, |
| "step": 25 |
| }, |
| { |
| "epoch": 0.1, |
| "eval_avg_sts": 0.8102784124545166, |
| "eval_sickr_spearman": 0.7833337578086155, |
| "eval_stsb_spearman": 0.8372230671004176, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.15, |
| "eval_avg_sts": 0.8185920801302614, |
| "eval_sickr_spearman": 0.7990731655010734, |
| "eval_stsb_spearman": 0.8381109947594494, |
| "step": 75 |
| }, |
| { |
| "epoch": 0.19, |
| "eval_avg_sts": 0.8235606132721098, |
| "eval_sickr_spearman": 0.802081545508548, |
| "eval_stsb_spearman": 0.8450396810356716, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.24, |
| "eval_avg_sts": 0.8261107797978882, |
| "eval_sickr_spearman": 0.8095936578045705, |
| "eval_stsb_spearman": 0.8426279017912058, |
| "step": 125 |
| }, |
| { |
| "epoch": 0.29, |
| "eval_avg_sts": 0.8298711381476593, |
| "eval_sickr_spearman": 0.8175562057698793, |
| "eval_stsb_spearman": 0.8421860705254393, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.34, |
| "eval_avg_sts": 0.8268735580135445, |
| "eval_sickr_spearman": 0.809783716872961, |
| "eval_stsb_spearman": 0.843963399154128, |
| "step": 175 |
| }, |
| { |
| "epoch": 0.39, |
| "eval_avg_sts": 0.8269969778164787, |
| "eval_sickr_spearman": 0.8097261275823368, |
| "eval_stsb_spearman": 0.8442678280506208, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.44, |
| "eval_avg_sts": 0.8286377864730684, |
| "eval_sickr_spearman": 0.8138642471267373, |
| "eval_stsb_spearman": 0.8434113258193995, |
| "step": 225 |
| }, |
| { |
| "epoch": 0.49, |
| "eval_avg_sts": 0.8311901085527629, |
| "eval_sickr_spearman": 0.8156780936414463, |
| "eval_stsb_spearman": 0.8467021234640796, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.54, |
| "eval_avg_sts": 0.8239986377138246, |
| "eval_sickr_spearman": 0.8047907397851649, |
| "eval_stsb_spearman": 0.8432065356424845, |
| "step": 275 |
| }, |
| { |
| "epoch": 0.58, |
| "eval_avg_sts": 0.828722661892037, |
| "eval_sickr_spearman": 0.8108316114130363, |
| "eval_stsb_spearman": 0.8466137123710378, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.63, |
| "eval_avg_sts": 0.8283282637029816, |
| "eval_sickr_spearman": 0.8147261652420443, |
| "eval_stsb_spearman": 0.8419303621639188, |
| "step": 325 |
| }, |
| { |
| "epoch": 0.68, |
| "eval_avg_sts": 0.8300155790519733, |
| "eval_sickr_spearman": 0.8170386706518836, |
| "eval_stsb_spearman": 0.842992487452063, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.73, |
| "eval_avg_sts": 0.8283238508507671, |
| "eval_sickr_spearman": 0.8139993586150827, |
| "eval_stsb_spearman": 0.8426483430864515, |
| "step": 375 |
| }, |
| { |
| "epoch": 0.78, |
| "eval_avg_sts": 0.8320405612243372, |
| "eval_sickr_spearman": 0.8164555730804248, |
| "eval_stsb_spearman": 0.8476255493682496, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.83, |
| "eval_avg_sts": 0.8285288492675393, |
| "eval_sickr_spearman": 0.8121700941168123, |
| "eval_stsb_spearman": 0.8448876044182664, |
| "step": 425 |
| }, |
| { |
| "epoch": 0.88, |
| "eval_avg_sts": 0.8323569009206506, |
| "eval_sickr_spearman": 0.8193010796229231, |
| "eval_stsb_spearman": 0.8454127222183782, |
| "step": 450 |
| }, |
| { |
| "epoch": 0.92, |
| "eval_avg_sts": 0.825475145325371, |
| "eval_sickr_spearman": 0.8101125858245077, |
| "eval_stsb_spearman": 0.8408377048262344, |
| "step": 475 |
| }, |
| { |
| "epoch": 0.97, |
| "learning_rate": 3.378728923476006e-05, |
| "loss": 0.4728, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.97, |
| "eval_avg_sts": 0.8271573597477266, |
| "eval_sickr_spearman": 0.8153802527814284, |
| "eval_stsb_spearman": 0.8389344667140248, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.02, |
| "eval_avg_sts": 0.825308678275509, |
| "eval_sickr_spearman": 0.8106034636812054, |
| "eval_stsb_spearman": 0.8400138928698127, |
| "step": 525 |
| }, |
| { |
| "epoch": 1.07, |
| "eval_avg_sts": 0.8267825462568358, |
| "eval_sickr_spearman": 0.8081616105151932, |
| "eval_stsb_spearman": 0.8454034819984784, |
| "step": 550 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_avg_sts": 0.8292667339957281, |
| "eval_sickr_spearman": 0.8131185642769106, |
| "eval_stsb_spearman": 0.8454149037145456, |
| "step": 575 |
| }, |
| { |
| "epoch": 1.17, |
| "eval_avg_sts": 0.8282847493542007, |
| "eval_sickr_spearman": 0.8099082134878887, |
| "eval_stsb_spearman": 0.8466612852205128, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.22, |
| "eval_avg_sts": 0.8284726818422365, |
| "eval_sickr_spearman": 0.8136914792548644, |
| "eval_stsb_spearman": 0.8432538844296088, |
| "step": 625 |
| }, |
| { |
| "epoch": 1.26, |
| "eval_avg_sts": 0.8264807699499799, |
| "eval_sickr_spearman": 0.8101471201864417, |
| "eval_stsb_spearman": 0.8428144197135181, |
| "step": 650 |
| }, |
| { |
| "epoch": 1.31, |
| "eval_avg_sts": 0.825789312158798, |
| "eval_sickr_spearman": 0.8071726981676838, |
| "eval_stsb_spearman": 0.8444059261499122, |
| "step": 675 |
| }, |
| { |
| "epoch": 1.36, |
| "eval_avg_sts": 0.8263077667234103, |
| "eval_sickr_spearman": 0.809834918027094, |
| "eval_stsb_spearman": 0.8427806154197267, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.41, |
| "eval_avg_sts": 0.8269124521441422, |
| "eval_sickr_spearman": 0.8103127314242003, |
| "eval_stsb_spearman": 0.8435121728640842, |
| "step": 725 |
| }, |
| { |
| "epoch": 1.46, |
| "eval_avg_sts": 0.8284054639641667, |
| "eval_sickr_spearman": 0.812405014233946, |
| "eval_stsb_spearman": 0.8444059136943874, |
| "step": 750 |
| }, |
| { |
| "epoch": 1.51, |
| "eval_avg_sts": 0.82848047976913, |
| "eval_sickr_spearman": 0.8127376776425065, |
| "eval_stsb_spearman": 0.8442232818957535, |
| "step": 775 |
| }, |
| { |
| "epoch": 1.56, |
| "eval_avg_sts": 0.827488956868254, |
| "eval_sickr_spearman": 0.8100566776224338, |
| "eval_stsb_spearman": 0.844921236114074, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.61, |
| "eval_avg_sts": 0.8279657581459612, |
| "eval_sickr_spearman": 0.8108479419875253, |
| "eval_stsb_spearman": 0.845083574304397, |
| "step": 825 |
| }, |
| { |
| "epoch": 1.65, |
| "eval_avg_sts": 0.8273853394613049, |
| "eval_sickr_spearman": 0.8107756071487595, |
| "eval_stsb_spearman": 0.8439950717738504, |
| "step": 850 |
| }, |
| { |
| "epoch": 1.7, |
| "eval_avg_sts": 0.8313352689680793, |
| "eval_sickr_spearman": 0.8172410737133439, |
| "eval_stsb_spearman": 0.8454294642228147, |
| "step": 875 |
| }, |
| { |
| "epoch": 1.75, |
| "eval_avg_sts": 0.8319193188081185, |
| "eval_sickr_spearman": 0.8177730661928723, |
| "eval_stsb_spearman": 0.8460655714233648, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.8, |
| "eval_avg_sts": 0.8290710541535955, |
| "eval_sickr_spearman": 0.8117156718661062, |
| "eval_stsb_spearman": 0.8464264364410848, |
| "step": 925 |
| }, |
| { |
| "epoch": 1.85, |
| "eval_avg_sts": 0.8304411183144629, |
| "eval_sickr_spearman": 0.8173339178324237, |
| "eval_stsb_spearman": 0.8435483187965022, |
| "step": 950 |
| }, |
| { |
| "epoch": 1.9, |
| "eval_avg_sts": 0.8278597990068485, |
| "eval_sickr_spearman": 0.8122580390635454, |
| "eval_stsb_spearman": 0.8434615589501515, |
| "step": 975 |
| }, |
| { |
| "epoch": 1.95, |
| "learning_rate": 1.7574578469520103e-05, |
| "loss": 0.2979, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.95, |
| "eval_avg_sts": 0.8302680866123784, |
| "eval_sickr_spearman": 0.8155675260459356, |
| "eval_stsb_spearman": 0.8449686471788213, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.99, |
| "eval_avg_sts": 0.8254828270469559, |
| "eval_sickr_spearman": 0.8089062366807882, |
| "eval_stsb_spearman": 0.8420594174131236, |
| "step": 1025 |
| }, |
| { |
| "epoch": 2.04, |
| "eval_avg_sts": 0.828821293584806, |
| "eval_sickr_spearman": 0.8119630800696138, |
| "eval_stsb_spearman": 0.8456795070999983, |
| "step": 1050 |
| }, |
| { |
| "epoch": 2.09, |
| "eval_avg_sts": 0.828469666832049, |
| "eval_sickr_spearman": 0.8131763937230422, |
| "eval_stsb_spearman": 0.8437629399410558, |
| "step": 1075 |
| }, |
| { |
| "epoch": 2.14, |
| "eval_avg_sts": 0.8282850923377056, |
| "eval_sickr_spearman": 0.8126665916123781, |
| "eval_stsb_spearman": 0.8439035930630331, |
| "step": 1100 |
| }, |
| { |
| "epoch": 2.19, |
| "eval_avg_sts": 0.8305188158369109, |
| "eval_sickr_spearman": 0.8153585427235783, |
| "eval_stsb_spearman": 0.8456790889502435, |
| "step": 1125 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_avg_sts": 0.827633691614419, |
| "eval_sickr_spearman": 0.8116303205988508, |
| "eval_stsb_spearman": 0.8436370626299873, |
| "step": 1150 |
| }, |
| { |
| "epoch": 2.29, |
| "eval_avg_sts": 0.8282905337553752, |
| "eval_sickr_spearman": 0.8129372468689818, |
| "eval_stsb_spearman": 0.8436438206417686, |
| "step": 1175 |
| }, |
| { |
| "epoch": 2.33, |
| "eval_avg_sts": 0.8284000990759287, |
| "eval_sickr_spearman": 0.8133387388459029, |
| "eval_stsb_spearman": 0.8434614593059545, |
| "step": 1200 |
| }, |
| { |
| "epoch": 2.38, |
| "eval_avg_sts": 0.8281162332936303, |
| "eval_sickr_spearman": 0.8138668123079954, |
| "eval_stsb_spearman": 0.8423656542792651, |
| "step": 1225 |
| }, |
| { |
| "epoch": 2.43, |
| "eval_avg_sts": 0.8294468108598559, |
| "eval_sickr_spearman": 0.8161867430056757, |
| "eval_stsb_spearman": 0.8427068787140362, |
| "step": 1250 |
| }, |
| { |
| "epoch": 2.48, |
| "eval_avg_sts": 0.8283226082193897, |
| "eval_sickr_spearman": 0.813798972859883, |
| "eval_stsb_spearman": 0.8428462435788966, |
| "step": 1275 |
| }, |
| { |
| "epoch": 2.53, |
| "eval_avg_sts": 0.8292589856543454, |
| "eval_sickr_spearman": 0.8143020025852442, |
| "eval_stsb_spearman": 0.8442159687234466, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.58, |
| "eval_avg_sts": 0.8276816481179423, |
| "eval_sickr_spearman": 0.8122173567206272, |
| "eval_stsb_spearman": 0.8431459395152573, |
| "step": 1325 |
| }, |
| { |
| "epoch": 2.63, |
| "eval_avg_sts": 0.828135742102698, |
| "eval_sickr_spearman": 0.8131700536176523, |
| "eval_stsb_spearman": 0.8431014305877439, |
| "step": 1350 |
| }, |
| { |
| "epoch": 2.68, |
| "eval_avg_sts": 0.8272048038824943, |
| "eval_sickr_spearman": 0.8118982380826725, |
| "eval_stsb_spearman": 0.8425113696823161, |
| "step": 1375 |
| }, |
| { |
| "epoch": 2.72, |
| "eval_avg_sts": 0.8277882199813771, |
| "eval_sickr_spearman": 0.8125238431789039, |
| "eval_stsb_spearman": 0.8430525967838501, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.77, |
| "eval_avg_sts": 0.8280258441957502, |
| "eval_sickr_spearman": 0.8130684198070092, |
| "eval_stsb_spearman": 0.8429832685844911, |
| "step": 1425 |
| }, |
| { |
| "epoch": 2.82, |
| "eval_avg_sts": 0.8283991403128114, |
| "eval_sickr_spearman": 0.8137915280391601, |
| "eval_stsb_spearman": 0.8430067525864626, |
| "step": 1450 |
| }, |
| { |
| "epoch": 2.87, |
| "eval_avg_sts": 0.8277659521731837, |
| "eval_sickr_spearman": 0.8129026644759463, |
| "eval_stsb_spearman": 0.842629239870421, |
| "step": 1475 |
| }, |
| { |
| "epoch": 2.92, |
| "learning_rate": 1.3618677042801557e-06, |
| "loss": 0.2608, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.92, |
| "eval_avg_sts": 0.8277817426384378, |
| "eval_sickr_spearman": 0.812730280852885, |
| "eval_stsb_spearman": 0.8428332044239907, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.97, |
| "eval_avg_sts": 0.8276246266790095, |
| "eval_sickr_spearman": 0.8125702892539944, |
| "eval_stsb_spearman": 0.8426789641040247, |
| "step": 1525 |
| }, |
| { |
| "epoch": 3.0, |
| "step": 1542, |
| "train_runtime": 2256.7501, |
| "train_samples_per_second": 0.683 |
| } |
| ], |
| "max_steps": 1542, |
| "num_train_epochs": 3, |
| "total_flos": 121335504616820736, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
