| { | |
| "best_metric": 0.9426883191871465, | |
| "best_model_checkpoint": "model_output/prad_primary_output/prad_primary_rs0_clinicalbert_16bsize_512max_tokens_default_lr_roc_optim_20e_01-17-2023_02h-22m/checkpoint-190", | |
| "epoch": 9.5, | |
| "global_step": 190, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.1, | |
| "eval_accuracy": 0.5373134328358209, | |
| "eval_f1": 0.3574758574758575, | |
| "eval_f1_weighted": 0.489443392428467, | |
| "eval_loss": 0.9268761873245239, | |
| "eval_roc_auc": 0.6107379598441218, | |
| "eval_runtime": 1.2207, | |
| "eval_samples_per_second": 54.886, | |
| "eval_steps_per_second": 4.096, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 4.9500000000000004e-05, | |
| "loss": 0.9899, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.9124901294708252, | |
| "eval_roc_auc": 0.5582552156247731, | |
| "eval_runtime": 1.2158, | |
| "eval_samples_per_second": 55.108, | |
| "eval_steps_per_second": 4.113, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.981939971446991, | |
| "eval_roc_auc": 0.4301269582562523, | |
| "eval_runtime": 1.2194, | |
| "eval_samples_per_second": 54.945, | |
| "eval_steps_per_second": 4.1, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.9933, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.9560447931289673, | |
| "eval_roc_auc": 0.5123977839606143, | |
| "eval_runtime": 1.2219, | |
| "eval_samples_per_second": 54.832, | |
| "eval_steps_per_second": 4.092, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.9014336466789246, | |
| "eval_roc_auc": 0.5345296882078375, | |
| "eval_runtime": 1.2192, | |
| "eval_samples_per_second": 54.954, | |
| "eval_steps_per_second": 4.101, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.85e-05, | |
| "loss": 1.0187, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "eval_accuracy": 0.43283582089552236, | |
| "eval_f1": 0.20138888888888887, | |
| "eval_f1_weighted": 0.2615049751243781, | |
| "eval_loss": 0.9236512184143066, | |
| "eval_roc_auc": 0.4107449483209271, | |
| "eval_runtime": 1.2182, | |
| "eval_samples_per_second": 54.998, | |
| "eval_steps_per_second": 4.104, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "eval_accuracy": 0.43283582089552236, | |
| "eval_f1": 0.20138888888888887, | |
| "eval_f1_weighted": 0.2615049751243781, | |
| "eval_loss": 0.9475049376487732, | |
| "eval_roc_auc": 0.622050195769533, | |
| "eval_runtime": 1.2161, | |
| "eval_samples_per_second": 55.094, | |
| "eval_steps_per_second": 4.112, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.9181, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "eval_accuracy": 0.43283582089552236, | |
| "eval_f1": 0.20138888888888887, | |
| "eval_f1_weighted": 0.2615049751243781, | |
| "eval_loss": 0.9717263579368591, | |
| "eval_roc_auc": 0.6353464355620174, | |
| "eval_runtime": 1.2189, | |
| "eval_samples_per_second": 54.968, | |
| "eval_steps_per_second": 4.102, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "eval_accuracy": 0.43283582089552236, | |
| "eval_f1": 0.20138888888888887, | |
| "eval_f1_weighted": 0.2615049751243781, | |
| "eval_loss": 0.9334698915481567, | |
| "eval_roc_auc": 0.6309403000759409, | |
| "eval_runtime": 1.2236, | |
| "eval_samples_per_second": 54.756, | |
| "eval_steps_per_second": 4.086, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.75e-05, | |
| "loss": 0.8413, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.282216999608304, | |
| "eval_f1_weighted": 0.3793693109072733, | |
| "eval_loss": 0.9048787355422974, | |
| "eval_roc_auc": 0.6341481396372107, | |
| "eval_runtime": 1.2194, | |
| "eval_samples_per_second": 54.947, | |
| "eval_steps_per_second": 4.101, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "eval_accuracy": 0.5522388059701493, | |
| "eval_f1": 0.33274578926752846, | |
| "eval_f1_weighted": 0.47230650507743316, | |
| "eval_loss": 0.8940262198448181, | |
| "eval_roc_auc": 0.6367384434369768, | |
| "eval_runtime": 1.2185, | |
| "eval_samples_per_second": 54.986, | |
| "eval_steps_per_second": 4.103, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.8928, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.239192451174018, | |
| "eval_f1_weighted": 0.34958191268804106, | |
| "eval_loss": 0.8931290507316589, | |
| "eval_roc_auc": 0.6255647978074341, | |
| "eval_runtime": 1.2132, | |
| "eval_samples_per_second": 55.227, | |
| "eval_steps_per_second": 4.121, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "eval_accuracy": 0.5522388059701493, | |
| "eval_f1": 0.3825320512820512, | |
| "eval_f1_weighted": 0.52978616532721, | |
| "eval_loss": 0.8918970823287964, | |
| "eval_roc_auc": 0.6465011472546505, | |
| "eval_runtime": 1.2216, | |
| "eval_samples_per_second": 54.848, | |
| "eval_steps_per_second": 4.093, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 4.6500000000000005e-05, | |
| "loss": 0.9183, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "eval_accuracy": 0.44776119402985076, | |
| "eval_f1": 0.22311661506707947, | |
| "eval_f1_weighted": 0.2932304422161638, | |
| "eval_loss": 0.9188483357429504, | |
| "eval_roc_auc": 0.6651756826192129, | |
| "eval_runtime": 1.2181, | |
| "eval_samples_per_second": 55.005, | |
| "eval_steps_per_second": 4.105, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "eval_accuracy": 0.5074626865671642, | |
| "eval_f1": 0.3401191658391261, | |
| "eval_f1_weighted": 0.46642902666409763, | |
| "eval_loss": 0.8897700309753418, | |
| "eval_roc_auc": 0.6640330788365928, | |
| "eval_runtime": 1.2183, | |
| "eval_samples_per_second": 54.996, | |
| "eval_steps_per_second": 4.104, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 1.0359, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "eval_accuracy": 0.5223880597014925, | |
| "eval_f1": 0.3450960041515309, | |
| "eval_f1_weighted": 0.4845130858421953, | |
| "eval_loss": 0.8961546421051025, | |
| "eval_roc_auc": 0.5583101007352929, | |
| "eval_runtime": 1.2172, | |
| "eval_samples_per_second": 55.043, | |
| "eval_steps_per_second": 4.108, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.9399242997169495, | |
| "eval_roc_auc": 0.4854997107034975, | |
| "eval_runtime": 1.2176, | |
| "eval_samples_per_second": 55.026, | |
| "eval_steps_per_second": 4.106, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 4.55e-05, | |
| "loss": 0.8073, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.22, | |
| "eval_f1_weighted": 0.3250746268656717, | |
| "eval_loss": 0.9720465540885925, | |
| "eval_roc_auc": 0.5332854471353733, | |
| "eval_runtime": 1.2149, | |
| "eval_samples_per_second": 55.149, | |
| "eval_steps_per_second": 4.116, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "eval_accuracy": 0.47761194029850745, | |
| "eval_f1": 0.23389175257731962, | |
| "eval_f1_weighted": 0.3418699030620096, | |
| "eval_loss": 0.9526171684265137, | |
| "eval_roc_auc": 0.5305002138807847, | |
| "eval_runtime": 1.2175, | |
| "eval_samples_per_second": 55.033, | |
| "eval_steps_per_second": 4.107, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.9176, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.3499132446500868, | |
| "eval_f1_weighted": 0.4950407016392877, | |
| "eval_loss": 0.9059419631958008, | |
| "eval_roc_auc": 0.5067589980465311, | |
| "eval_runtime": 1.215, | |
| "eval_samples_per_second": 55.143, | |
| "eval_steps_per_second": 4.115, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "eval_accuracy": 0.5373134328358209, | |
| "eval_f1": 0.37104798587706633, | |
| "eval_f1_weighted": 0.5126222522438363, | |
| "eval_loss": 0.8836531043052673, | |
| "eval_roc_auc": 0.658280560593416, | |
| "eval_runtime": 1.2194, | |
| "eval_samples_per_second": 54.946, | |
| "eval_steps_per_second": 4.1, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 4.4500000000000004e-05, | |
| "loss": 0.7806, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "eval_accuracy": 0.5074626865671642, | |
| "eval_f1": 0.3503450489488043, | |
| "eval_f1_weighted": 0.48381347954498094, | |
| "eval_loss": 0.8884266018867493, | |
| "eval_roc_auc": 0.6245352619442165, | |
| "eval_runtime": 1.2159, | |
| "eval_samples_per_second": 55.104, | |
| "eval_steps_per_second": 4.112, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "eval_accuracy": 0.5223880597014925, | |
| "eval_f1": 0.36190017653667145, | |
| "eval_f1_weighted": 0.5020084938811, | |
| "eval_loss": 0.8871902823448181, | |
| "eval_roc_auc": 0.5753152423966572, | |
| "eval_runtime": 1.2182, | |
| "eval_samples_per_second": 54.998, | |
| "eval_steps_per_second": 4.104, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.8738, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_accuracy": 0.5373134328358209, | |
| "eval_f1": 0.3720668595306975, | |
| "eval_f1_weighted": 0.516494192489817, | |
| "eval_loss": 0.8924217224121094, | |
| "eval_roc_auc": 0.5522660805668758, | |
| "eval_runtime": 1.216, | |
| "eval_samples_per_second": 55.099, | |
| "eval_steps_per_second": 4.112, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "eval_accuracy": 0.5074626865671642, | |
| "eval_f1": 0.35161135161135154, | |
| "eval_f1_weighted": 0.4873252783700545, | |
| "eval_loss": 0.9068598747253418, | |
| "eval_roc_auc": 0.545635856249989, | |
| "eval_runtime": 1.2169, | |
| "eval_samples_per_second": 55.059, | |
| "eval_steps_per_second": 4.109, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 4.35e-05, | |
| "loss": 0.8057, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "eval_accuracy": 0.5373134328358209, | |
| "eval_f1": 0.3625316455696203, | |
| "eval_f1_weighted": 0.507024371811827, | |
| "eval_loss": 0.9044484496116638, | |
| "eval_roc_auc": 0.5214351158888778, | |
| "eval_runtime": 1.218, | |
| "eval_samples_per_second": 55.009, | |
| "eval_steps_per_second": 4.105, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "eval_accuracy": 0.5223880597014925, | |
| "eval_f1": 0.3617433414043583, | |
| "eval_f1_weighted": 0.502135810053847, | |
| "eval_loss": 0.9086884260177612, | |
| "eval_roc_auc": 0.5436828813590747, | |
| "eval_runtime": 1.2157, | |
| "eval_samples_per_second": 55.111, | |
| "eval_steps_per_second": 4.113, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.8282, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "eval_accuracy": 0.5522388059701493, | |
| "eval_f1": 0.3738271604938272, | |
| "eval_f1_weighted": 0.5141625207296849, | |
| "eval_loss": 0.8964908123016357, | |
| "eval_roc_auc": 0.6378891801507918, | |
| "eval_runtime": 1.22, | |
| "eval_samples_per_second": 54.917, | |
| "eval_steps_per_second": 4.098, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "eval_accuracy": 0.5223880597014925, | |
| "eval_f1": 0.3606237816764133, | |
| "eval_f1_weighted": 0.501440167583137, | |
| "eval_loss": 0.8872122168540955, | |
| "eval_roc_auc": 0.5484830326635979, | |
| "eval_runtime": 1.2197, | |
| "eval_samples_per_second": 54.931, | |
| "eval_steps_per_second": 4.099, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.25e-05, | |
| "loss": 0.8939, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5074626865671642, | |
| "eval_f1": 0.2615979381443299, | |
| "eval_f1_weighted": 0.37907755039236807, | |
| "eval_loss": 1.0024551153182983, | |
| "eval_roc_auc": 0.5364163299657502, | |
| "eval_runtime": 1.2167, | |
| "eval_samples_per_second": 55.066, | |
| "eval_steps_per_second": 4.109, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "eval_accuracy": 0.4925373134328358, | |
| "eval_f1": 0.2556818181818182, | |
| "eval_f1_weighted": 0.37056196291270915, | |
| "eval_loss": 1.0271281003952026, | |
| "eval_roc_auc": 0.5599080164786127, | |
| "eval_runtime": 1.219, | |
| "eval_samples_per_second": 54.964, | |
| "eval_steps_per_second": 4.102, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.8565, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.3650793650793651, | |
| "eval_f1_weighted": 0.513859275053305, | |
| "eval_loss": 0.9313604235649109, | |
| "eval_roc_auc": 0.559152227843963, | |
| "eval_runtime": 1.2182, | |
| "eval_samples_per_second": 55.001, | |
| "eval_steps_per_second": 4.105, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "eval_accuracy": 0.5522388059701493, | |
| "eval_f1": 0.3823717948717949, | |
| "eval_f1_weighted": 0.5314150401836969, | |
| "eval_loss": 0.8814096450805664, | |
| "eval_roc_auc": 0.6012026058913381, | |
| "eval_runtime": 1.2165, | |
| "eval_samples_per_second": 55.076, | |
| "eval_steps_per_second": 4.11, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 4.15e-05, | |
| "loss": 0.6669, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.38861709067188527, | |
| "eval_f1_weighted": 0.5366051347956889, | |
| "eval_loss": 0.9118794798851013, | |
| "eval_roc_auc": 0.5886753942271424, | |
| "eval_runtime": 1.215, | |
| "eval_samples_per_second": 55.144, | |
| "eval_steps_per_second": 4.115, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.3925533622211523, | |
| "eval_f1_weighted": 0.5453761524586983, | |
| "eval_loss": 0.895846962928772, | |
| "eval_roc_auc": 0.6272478032128417, | |
| "eval_runtime": 1.218, | |
| "eval_samples_per_second": 55.007, | |
| "eval_steps_per_second": 4.105, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.7601, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.3917874396135265, | |
| "eval_f1_weighted": 0.545078953060783, | |
| "eval_loss": 0.9002715945243835, | |
| "eval_roc_auc": 0.6277288949652808, | |
| "eval_runtime": 1.2172, | |
| "eval_samples_per_second": 55.044, | |
| "eval_steps_per_second": 4.108, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "eval_accuracy": 0.582089552238806, | |
| "eval_f1": 0.4026036644165863, | |
| "eval_f1_weighted": 0.5596583140229422, | |
| "eval_loss": 0.8845404386520386, | |
| "eval_roc_auc": 0.6422917674804015, | |
| "eval_runtime": 1.2198, | |
| "eval_samples_per_second": 54.928, | |
| "eval_steps_per_second": 4.099, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 4.05e-05, | |
| "loss": 0.792, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "eval_accuracy": 0.6119402985074627, | |
| "eval_f1": 0.4237179487179487, | |
| "eval_f1_weighted": 0.5875143513203215, | |
| "eval_loss": 0.8394505381584167, | |
| "eval_roc_auc": 0.6545318671933383, | |
| "eval_runtime": 1.22, | |
| "eval_samples_per_second": 54.917, | |
| "eval_steps_per_second": 4.098, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "eval_accuracy": 0.5671641791044776, | |
| "eval_f1": 0.3828202581926514, | |
| "eval_f1_weighted": 0.5263824867717025, | |
| "eval_loss": 0.8603011965751648, | |
| "eval_roc_auc": 0.7116721198700833, | |
| "eval_runtime": 1.2172, | |
| "eval_samples_per_second": 55.046, | |
| "eval_steps_per_second": 4.108, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 4e-05, | |
| "loss": 0.5152, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6567164179104478, | |
| "eval_f1": 0.4573852051219312, | |
| "eval_f1_weighted": 0.633066621869853, | |
| "eval_loss": 0.7896729111671448, | |
| "eval_roc_auc": 0.7033958257608891, | |
| "eval_runtime": 1.2172, | |
| "eval_samples_per_second": 55.045, | |
| "eval_steps_per_second": 4.108, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "eval_accuracy": 0.7014925373134329, | |
| "eval_f1": 0.4861111111111111, | |
| "eval_f1_weighted": 0.6759950248756219, | |
| "eval_loss": 0.7801089286804199, | |
| "eval_roc_auc": 0.6904540328850794, | |
| "eval_runtime": 1.2191, | |
| "eval_samples_per_second": 54.96, | |
| "eval_steps_per_second": 4.101, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 3.9500000000000005e-05, | |
| "loss": 0.403, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "eval_accuracy": 0.6268656716417911, | |
| "eval_f1": 0.4164096813381928, | |
| "eval_f1_weighted": 0.5832569699860664, | |
| "eval_loss": 0.9066091775894165, | |
| "eval_roc_auc": 0.666676041452625, | |
| "eval_runtime": 1.2185, | |
| "eval_samples_per_second": 54.988, | |
| "eval_steps_per_second": 4.104, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "eval_accuracy": 0.6417910447761194, | |
| "eval_f1": 0.4350649350649351, | |
| "eval_f1_weighted": 0.6075789881760031, | |
| "eval_loss": 0.8394883275032043, | |
| "eval_roc_auc": 0.679015649561526, | |
| "eval_runtime": 1.2195, | |
| "eval_samples_per_second": 54.939, | |
| "eval_steps_per_second": 4.1, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 3.9000000000000006e-05, | |
| "loss": 0.7288, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "eval_accuracy": 0.7164179104477612, | |
| "eval_f1": 0.5004887585532747, | |
| "eval_f1_weighted": 0.693307655272027, | |
| "eval_loss": 0.7547105550765991, | |
| "eval_roc_auc": 0.7260807241077717, | |
| "eval_runtime": 1.2195, | |
| "eval_samples_per_second": 54.941, | |
| "eval_steps_per_second": 4.1, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "eval_accuracy": 0.6716417910447762, | |
| "eval_f1": 0.4660098522167488, | |
| "eval_f1_weighted": 0.6442320417616352, | |
| "eval_loss": 0.8313462138175964, | |
| "eval_roc_auc": 0.7827001735083298, | |
| "eval_runtime": 1.219, | |
| "eval_samples_per_second": 54.964, | |
| "eval_steps_per_second": 4.102, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 3.85e-05, | |
| "loss": 0.5865, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "eval_accuracy": 0.7611940298507462, | |
| "eval_f1": 0.53125, | |
| "eval_f1_weighted": 0.7364738805970149, | |
| "eval_loss": 0.692564845085144, | |
| "eval_roc_auc": 0.8177031301314561, | |
| "eval_runtime": 1.2207, | |
| "eval_samples_per_second": 54.885, | |
| "eval_steps_per_second": 4.096, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.5424836601307189, | |
| "eval_f1_weighted": 0.7518290898448932, | |
| "eval_loss": 0.6342676877975464, | |
| "eval_roc_auc": 0.8405736805475765, | |
| "eval_runtime": 1.2164, | |
| "eval_samples_per_second": 55.083, | |
| "eval_steps_per_second": 4.111, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 3.8e-05, | |
| "loss": 0.5263, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.553002223869533, | |
| "eval_f1_weighted": 0.7668477479171968, | |
| "eval_loss": 0.6138404011726379, | |
| "eval_roc_auc": 0.8259139155322393, | |
| "eval_runtime": 1.2175, | |
| "eval_samples_per_second": 55.032, | |
| "eval_steps_per_second": 4.107, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.5584795321637427, | |
| "eval_f1_weighted": 0.7749410840534171, | |
| "eval_loss": 0.5968928337097168, | |
| "eval_roc_auc": 0.8748494390242875, | |
| "eval_runtime": 1.2175, | |
| "eval_samples_per_second": 55.029, | |
| "eval_steps_per_second": 4.107, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 0.5847, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.5584795321637427, | |
| "eval_f1_weighted": 0.7749410840534171, | |
| "eval_loss": 0.5527657866477966, | |
| "eval_roc_auc": 0.9323773138806697, | |
| "eval_runtime": 1.2195, | |
| "eval_samples_per_second": 54.942, | |
| "eval_steps_per_second": 4.1, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.5584795321637427, | |
| "eval_f1_weighted": 0.7749410840534171, | |
| "eval_loss": 0.5388075709342957, | |
| "eval_roc_auc": 0.9383424432250612, | |
| "eval_runtime": 1.2201, | |
| "eval_samples_per_second": 54.913, | |
| "eval_steps_per_second": 4.098, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 3.7e-05, | |
| "loss": 0.3932, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.5584795321637427, | |
| "eval_f1_weighted": 0.7749410840534171, | |
| "eval_loss": 0.5338171124458313, | |
| "eval_roc_auc": 0.9357987315897205, | |
| "eval_runtime": 1.2223, | |
| "eval_samples_per_second": 54.817, | |
| "eval_steps_per_second": 4.091, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.5490581490581491, | |
| "eval_f1_weighted": 0.7613627195716748, | |
| "eval_loss": 0.5593022704124451, | |
| "eval_roc_auc": 0.9120323481946476, | |
| "eval_runtime": 1.2192, | |
| "eval_samples_per_second": 54.954, | |
| "eval_steps_per_second": 4.101, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 3.65e-05, | |
| "loss": 0.2978, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.5382716049382715, | |
| "eval_f1_weighted": 0.7467108899944721, | |
| "eval_loss": 0.5857189297676086, | |
| "eval_roc_auc": 0.9198113925251405, | |
| "eval_runtime": 1.2191, | |
| "eval_samples_per_second": 54.96, | |
| "eval_steps_per_second": 4.101, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.6409472880061116, | |
| "eval_f1_weighted": 0.7609431832434467, | |
| "eval_loss": 0.6259031295776367, | |
| "eval_roc_auc": 0.9239536321347209, | |
| "eval_runtime": 1.2186, | |
| "eval_samples_per_second": 54.981, | |
| "eval_steps_per_second": 4.103, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "learning_rate": 3.6e-05, | |
| "loss": 0.2672, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6626771920889568, | |
| "eval_f1_weighted": 0.7907103139763368, | |
| "eval_loss": 0.6301503777503967, | |
| "eval_roc_auc": 0.9190969468704965, | |
| "eval_runtime": 1.2171, | |
| "eval_samples_per_second": 55.05, | |
| "eval_steps_per_second": 4.108, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6517503805175039, | |
| "eval_f1_weighted": 0.7759694677298439, | |
| "eval_loss": 0.5792377591133118, | |
| "eval_roc_auc": 0.876367107295521, | |
| "eval_runtime": 1.2176, | |
| "eval_samples_per_second": 55.025, | |
| "eval_steps_per_second": 4.106, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 3.55e-05, | |
| "loss": 0.2806, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6416725894337836, | |
| "eval_f1_weighted": 0.778988851053899, | |
| "eval_loss": 0.5505416393280029, | |
| "eval_roc_auc": 0.8766408197382413, | |
| "eval_runtime": 1.2235, | |
| "eval_samples_per_second": 54.762, | |
| "eval_steps_per_second": 4.087, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "eval_accuracy": 0.7014925373134329, | |
| "eval_f1": 0.6693895476504172, | |
| "eval_f1_weighted": 0.6933592905040018, | |
| "eval_loss": 0.8218042254447937, | |
| "eval_roc_auc": 0.8531633397655846, | |
| "eval_runtime": 1.2201, | |
| "eval_samples_per_second": 54.913, | |
| "eval_steps_per_second": 4.098, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 3.5e-05, | |
| "loss": 0.5082, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.746268656716418, | |
| "eval_f1": 0.7028011204481793, | |
| "eval_f1_weighted": 0.7403110497930515, | |
| "eval_loss": 0.7941116094589233, | |
| "eval_roc_auc": 0.882679465493187, | |
| "eval_runtime": 1.2184, | |
| "eval_samples_per_second": 54.989, | |
| "eval_steps_per_second": 4.104, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "eval_accuracy": 0.8507462686567164, | |
| "eval_f1": 0.7489281210592686, | |
| "eval_f1_weighted": 0.8448194086314957, | |
| "eval_loss": 0.47939425706863403, | |
| "eval_roc_auc": 0.9171689795255024, | |
| "eval_runtime": 1.2187, | |
| "eval_samples_per_second": 54.976, | |
| "eval_steps_per_second": 4.103, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 3.45e-05, | |
| "loss": 0.2646, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "eval_accuracy": 0.835820895522388, | |
| "eval_f1": 0.6841817186644773, | |
| "eval_f1_weighted": 0.820184790334044, | |
| "eval_loss": 0.5200427770614624, | |
| "eval_roc_auc": 0.8998004509846013, | |
| "eval_runtime": 1.2187, | |
| "eval_samples_per_second": 54.975, | |
| "eval_steps_per_second": 4.103, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6517503805175039, | |
| "eval_f1_weighted": 0.7759694677298439, | |
| "eval_loss": 0.633881151676178, | |
| "eval_roc_auc": 0.9095164374087981, | |
| "eval_runtime": 1.2183, | |
| "eval_samples_per_second": 54.996, | |
| "eval_steps_per_second": 4.104, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 3.4000000000000007e-05, | |
| "loss": 0.2178, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.5480140774258421, | |
| "eval_f1_weighted": 0.7605862092253663, | |
| "eval_loss": 0.7460798025131226, | |
| "eval_roc_auc": 0.9236619354087335, | |
| "eval_runtime": 1.2193, | |
| "eval_samples_per_second": 54.952, | |
| "eval_steps_per_second": 4.101, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "eval_accuracy": 0.7313432835820896, | |
| "eval_f1": 0.5012973533990659, | |
| "eval_f1_weighted": 0.6975346412721033, | |
| "eval_loss": 0.8184891939163208, | |
| "eval_roc_auc": 0.9135357751398279, | |
| "eval_runtime": 1.2209, | |
| "eval_samples_per_second": 54.878, | |
| "eval_steps_per_second": 4.095, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 3.35e-05, | |
| "loss": 0.481, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.5367088607594936, | |
| "eval_f1_weighted": 0.7452862270923862, | |
| "eval_loss": 0.7749145030975342, | |
| "eval_roc_auc": 0.9241951537539688, | |
| "eval_runtime": 1.2188, | |
| "eval_samples_per_second": 54.972, | |
| "eval_steps_per_second": 4.102, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.5480140774258421, | |
| "eval_f1_weighted": 0.7605862092253663, | |
| "eval_loss": 0.70408034324646, | |
| "eval_roc_auc": 0.9353670079123542, | |
| "eval_runtime": 1.2137, | |
| "eval_samples_per_second": 55.205, | |
| "eval_steps_per_second": 4.12, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 3.3e-05, | |
| "loss": 0.357, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.5418752085418752, | |
| "eval_f1_weighted": 0.7520356177072596, | |
| "eval_loss": 0.5984435677528381, | |
| "eval_roc_auc": 0.9422144107122601, | |
| "eval_runtime": 1.2172, | |
| "eval_samples_per_second": 55.046, | |
| "eval_steps_per_second": 4.108, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.5568922305764411, | |
| "eval_f1_weighted": 0.7725956682751655, | |
| "eval_loss": 0.6042739152908325, | |
| "eval_roc_auc": 0.8886977232627885, | |
| "eval_runtime": 1.2199, | |
| "eval_samples_per_second": 54.923, | |
| "eval_steps_per_second": 4.099, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 3.2500000000000004e-05, | |
| "loss": 0.2442, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.6232240437158469, | |
| "eval_f1_weighted": 0.7674700269146073, | |
| "eval_loss": 0.6625877618789673, | |
| "eval_roc_auc": 0.885796771407202, | |
| "eval_runtime": 1.2178, | |
| "eval_samples_per_second": 55.016, | |
| "eval_steps_per_second": 4.106, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "eval_accuracy": 0.746268656716418, | |
| "eval_f1": 0.601851851851852, | |
| "eval_f1_weighted": 0.7374437337123906, | |
| "eval_loss": 0.7249980568885803, | |
| "eval_roc_auc": 0.8836999918218473, | |
| "eval_runtime": 1.2196, | |
| "eval_samples_per_second": 54.937, | |
| "eval_steps_per_second": 4.1, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "learning_rate": 3.2000000000000005e-05, | |
| "loss": 0.2895, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "eval_accuracy": 0.7611940298507462, | |
| "eval_f1": 0.6125672043010751, | |
| "eval_f1_weighted": 0.7525126384207992, | |
| "eval_loss": 0.7177485227584839, | |
| "eval_roc_auc": 0.8988318738409138, | |
| "eval_runtime": 1.219, | |
| "eval_samples_per_second": 54.963, | |
| "eval_steps_per_second": 4.102, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6442283244342741, | |
| "eval_f1_weighted": 0.7971669114382322, | |
| "eval_loss": 0.6158971786499023, | |
| "eval_roc_auc": 0.9257433466065693, | |
| "eval_runtime": 1.2179, | |
| "eval_samples_per_second": 55.013, | |
| "eval_steps_per_second": 4.105, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 3.15e-05, | |
| "loss": 0.1247, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.6135265700483091, | |
| "eval_f1_weighted": 0.7752109020116807, | |
| "eval_loss": 0.5960801243782043, | |
| "eval_roc_auc": 0.9299025860599263, | |
| "eval_runtime": 1.2186, | |
| "eval_samples_per_second": 54.98, | |
| "eval_steps_per_second": 4.103, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6803418803418803, | |
| "eval_f1_weighted": 0.7898966704936854, | |
| "eval_loss": 0.6297043561935425, | |
| "eval_roc_auc": 0.928043745151505, | |
| "eval_runtime": 1.2207, | |
| "eval_samples_per_second": 54.884, | |
| "eval_steps_per_second": 4.096, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "learning_rate": 3.1e-05, | |
| "loss": 0.1401, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "eval_accuracy": 0.7761194029850746, | |
| "eval_f1": 0.6214568794692857, | |
| "eval_f1_weighted": 0.7664838768164862, | |
| "eval_loss": 0.7288922667503357, | |
| "eval_roc_auc": 0.9169795844990506, | |
| "eval_runtime": 1.2177, | |
| "eval_samples_per_second": 55.02, | |
| "eval_steps_per_second": 4.106, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "eval_accuracy": 0.7611940298507462, | |
| "eval_f1": 0.5344212136664966, | |
| "eval_f1_weighted": 0.7423565497347531, | |
| "eval_loss": 0.7684075832366943, | |
| "eval_roc_auc": 0.9071037779761267, | |
| "eval_runtime": 1.2191, | |
| "eval_samples_per_second": 54.959, | |
| "eval_steps_per_second": 4.101, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 7.8, | |
| "learning_rate": 3.05e-05, | |
| "loss": 0.1425, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 7.8, | |
| "eval_accuracy": 0.7611940298507462, | |
| "eval_f1": 0.5344212136664966, | |
| "eval_f1_weighted": 0.7423565497347531, | |
| "eval_loss": 0.7739881873130798, | |
| "eval_roc_auc": 0.9037702780185827, | |
| "eval_runtime": 1.2219, | |
| "eval_samples_per_second": 54.832, | |
| "eval_steps_per_second": 4.092, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 7.9, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6499480563407505, | |
| "eval_f1_weighted": 0.792322362962314, | |
| "eval_loss": 0.7463679909706116, | |
| "eval_roc_auc": 0.9108798026167514, | |
| "eval_runtime": 1.2161, | |
| "eval_samples_per_second": 55.094, | |
| "eval_steps_per_second": 4.111, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0541, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6396825396825397, | |
| "eval_f1_weighted": 0.7780383795309169, | |
| "eval_loss": 0.6964292526245117, | |
| "eval_roc_auc": 0.924278504123671, | |
| "eval_runtime": 1.2218, | |
| "eval_samples_per_second": 54.838, | |
| "eval_steps_per_second": 4.092, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 8.1, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6396825396825397, | |
| "eval_f1_weighted": 0.7780383795309169, | |
| "eval_loss": 0.6750349402427673, | |
| "eval_roc_auc": 0.9306260238562039, | |
| "eval_runtime": 1.2115, | |
| "eval_samples_per_second": 55.304, | |
| "eval_steps_per_second": 4.127, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 2.95e-05, | |
| "loss": 0.0735, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "eval_accuracy": 0.7910447761194029, | |
| "eval_f1": 0.6396825396825397, | |
| "eval_f1_weighted": 0.7780383795309169, | |
| "eval_loss": 0.6345735788345337, | |
| "eval_roc_auc": 0.9307606763941116, | |
| "eval_runtime": 1.2207, | |
| "eval_samples_per_second": 54.885, | |
| "eval_steps_per_second": 4.096, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6507377598926894, | |
| "eval_f1_weighted": 0.7930943872188354, | |
| "eval_loss": 0.6417430639266968, | |
| "eval_roc_auc": 0.9207915603132855, | |
| "eval_runtime": 1.2167, | |
| "eval_samples_per_second": 55.069, | |
| "eval_steps_per_second": 4.11, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 2.9e-05, | |
| "loss": 0.0701, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "eval_accuracy": 0.8208955223880597, | |
| "eval_f1": 0.6735030063421464, | |
| "eval_f1_weighted": 0.8055976603269788, | |
| "eval_loss": 0.6598219871520996, | |
| "eval_roc_auc": 0.9178574505876599, | |
| "eval_runtime": 1.2178, | |
| "eval_samples_per_second": 55.017, | |
| "eval_steps_per_second": 4.106, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 8.5, | |
| "eval_accuracy": 0.8208955223880597, | |
| "eval_f1": 0.6735030063421464, | |
| "eval_f1_weighted": 0.8055976603269788, | |
| "eval_loss": 0.674333393573761, | |
| "eval_roc_auc": 0.9147662966739546, | |
| "eval_runtime": 1.2139, | |
| "eval_samples_per_second": 55.194, | |
| "eval_steps_per_second": 4.119, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 2.8499999999999998e-05, | |
| "loss": 0.0415, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "eval_accuracy": 0.8208955223880597, | |
| "eval_f1": 0.6735030063421464, | |
| "eval_f1_weighted": 0.8055976603269788, | |
| "eval_loss": 0.6726630330085754, | |
| "eval_roc_auc": 0.9180612295621405, | |
| "eval_runtime": 1.2166, | |
| "eval_samples_per_second": 55.074, | |
| "eval_steps_per_second": 4.11, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "eval_accuracy": 0.835820895522388, | |
| "eval_f1": 0.6841817186644773, | |
| "eval_f1_weighted": 0.820184790334044, | |
| "eval_loss": 0.6476911902427673, | |
| "eval_roc_auc": 0.9287753506648254, | |
| "eval_runtime": 1.2178, | |
| "eval_samples_per_second": 55.016, | |
| "eval_steps_per_second": 4.106, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "learning_rate": 2.8000000000000003e-05, | |
| "loss": 0.1207, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "eval_accuracy": 0.8507462686567164, | |
| "eval_f1": 0.6947514943093426, | |
| "eval_f1_weighted": 0.8346513563354928, | |
| "eval_loss": 0.6322030425071716, | |
| "eval_roc_auc": 0.9343940407946855, | |
| "eval_runtime": 1.2175, | |
| "eval_samples_per_second": 55.032, | |
| "eval_steps_per_second": 4.107, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "eval_accuracy": 0.8507462686567164, | |
| "eval_f1": 0.6947514943093426, | |
| "eval_f1_weighted": 0.8346513563354928, | |
| "eval_loss": 0.631219744682312, | |
| "eval_roc_auc": 0.9355877867306113, | |
| "eval_runtime": 1.2171, | |
| "eval_samples_per_second": 55.047, | |
| "eval_steps_per_second": 4.108, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 2.7500000000000004e-05, | |
| "loss": 0.0677, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.835820895522388, | |
| "eval_f1": 0.6843137254901962, | |
| "eval_f1_weighted": 0.8201053555750658, | |
| "eval_loss": 0.6727584600448608, | |
| "eval_roc_auc": 0.9294350538309254, | |
| "eval_runtime": 1.213, | |
| "eval_samples_per_second": 55.237, | |
| "eval_steps_per_second": 4.122, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6633986928104575, | |
| "eval_f1_weighted": 0.7911911033069944, | |
| "eval_loss": 0.7204322218894958, | |
| "eval_roc_auc": 0.9322838617007921, | |
| "eval_runtime": 1.2192, | |
| "eval_samples_per_second": 54.955, | |
| "eval_steps_per_second": 4.101, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 9.2, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 0.0334, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 9.2, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6633986928104575, | |
| "eval_f1_weighted": 0.7911911033069944, | |
| "eval_loss": 0.6748175621032715, | |
| "eval_roc_auc": 0.9319867731684095, | |
| "eval_runtime": 1.2166, | |
| "eval_samples_per_second": 55.073, | |
| "eval_steps_per_second": 4.11, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.6631636562671046, | |
| "eval_f1_weighted": 0.7911869225302061, | |
| "eval_loss": 0.6425347924232483, | |
| "eval_roc_auc": 0.9327048191582917, | |
| "eval_runtime": 1.2192, | |
| "eval_samples_per_second": 54.952, | |
| "eval_steps_per_second": 4.101, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "learning_rate": 2.6500000000000004e-05, | |
| "loss": 0.0184, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "eval_accuracy": 0.8208955223880597, | |
| "eval_f1": 0.7118127444214402, | |
| "eval_f1_weighted": 0.8170045219039379, | |
| "eval_loss": 0.6353668570518494, | |
| "eval_roc_auc": 0.9364646683797305, | |
| "eval_runtime": 1.2147, | |
| "eval_samples_per_second": 55.155, | |
| "eval_steps_per_second": 4.116, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 9.5, | |
| "eval_accuracy": 0.835820895522388, | |
| "eval_f1": 0.7686429512516469, | |
| "eval_f1_weighted": 0.8350775765441567, | |
| "eval_loss": 0.6435410380363464, | |
| "eval_roc_auc": 0.9426883191871465, | |
| "eval_runtime": 1.2183, | |
| "eval_samples_per_second": 54.995, | |
| "eval_steps_per_second": 4.104, | |
| "step": 190 | |
| } | |
| ], | |
| "max_steps": 400, | |
| "num_train_epochs": 20, | |
| "total_flos": 769080520018944.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |