| { | |
| "best_metric": 0.9654571843251089, | |
| "best_model_checkpoint": "/work/stual/res_ICDAR/method_2/tmp/221-camembert-ner-joint-labelling-io/checkpoint-2000", | |
| "epoch": 5.2493438320209975, | |
| "global_step": 2000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.26, | |
| "eval_ACT": { | |
| "f1": 0.8818604651162791, | |
| "number": 519, | |
| "precision": 0.8525179856115108, | |
| "recall": 0.9132947976878613 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.8951841359773371, | |
| "number": 503, | |
| "precision": 0.8525179856115108, | |
| "recall": 0.9423459244532804 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.0, | |
| "number": 16, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9765739385065886, | |
| "number": 678, | |
| "precision": 0.9694767441860465, | |
| "recall": 0.9837758112094396 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.0, | |
| "number": 30, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9248704663212436, | |
| "number": 761, | |
| "precision": 0.9118773946360154, | |
| "recall": 0.938239159001314 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9236417033773863, | |
| "number": 676, | |
| "precision": 0.9169096209912536, | |
| "recall": 0.9304733727810651 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9313304721030043, | |
| "number": 694, | |
| "precision": 0.9247159090909091, | |
| "recall": 0.9380403458213257 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.0, | |
| "number": 33, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.0, | |
| "number": 6, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_accuracy": 0.931030118957226, | |
| "eval_accuracy-all": 0.9533029612756264, | |
| "eval_accuracy-das": 0.9460895975702354, | |
| "eval_accuracy-l1": 0.9406479372310808, | |
| "eval_accuracy-l2": 0.9659579853201721, | |
| "eval_f1": 0.9194107452339687, | |
| "eval_f1-all": 0.9189506082368459, | |
| "eval_f1-das": 0.9173768062245277, | |
| "eval_f1-l1": 0.910932225396001, | |
| "eval_f1-l2": 0.9293405114401078, | |
| "eval_loss": 0.3786505162715912, | |
| "eval_precision": 0.9136050516647531, | |
| "eval_precision-all": 0.9174714661984197, | |
| "eval_precision-das": 0.9126428308145964, | |
| "eval_precision-l1": 0.9013360739979445, | |
| "eval_precision-l2": 0.938817131203263, | |
| "eval_recall": 0.9252906976744186, | |
| "eval_recall-all": 0.9204345273047563, | |
| "eval_recall-das": 0.9221601489757915, | |
| "eval_recall-l1": 0.920734908136483, | |
| "eval_recall-l2": 0.9200532978014657, | |
| "eval_runtime": 5.4791, | |
| "eval_samples_per_second": 123.379, | |
| "eval_steps_per_second": 7.848, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "eval_ACT": { | |
| "f1": 0.8797061524334251, | |
| "number": 519, | |
| "precision": 0.8403508771929824, | |
| "recall": 0.9229287090558767 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.8928238583410996, | |
| "number": 503, | |
| "precision": 0.8403508771929824, | |
| "recall": 0.952286282306163 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.0, | |
| "number": 16, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9773557341124909, | |
| "number": 678, | |
| "precision": 0.9681620839363242, | |
| "recall": 0.9867256637168141 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.09523809523809522, | |
| "number": 30, | |
| "precision": 0.16666666666666666, | |
| "recall": 0.06666666666666667 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9347123464770524, | |
| "number": 761, | |
| "precision": 0.9198473282442748, | |
| "recall": 0.9500657030223391 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9285187914517319, | |
| "number": 676, | |
| "precision": 0.9251101321585903, | |
| "recall": 0.9319526627218935 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9212207239176721, | |
| "number": 694, | |
| "precision": 0.9076923076923077, | |
| "recall": 0.9351585014409222 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.0, | |
| "number": 33, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.0, | |
| "number": 6, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_accuracy": 0.9339407744874715, | |
| "eval_accuracy-all": 0.9529865856745128, | |
| "eval_accuracy-das": 0.9482409516578082, | |
| "eval_accuracy-l1": 0.9407744874715261, | |
| "eval_accuracy-l2": 0.9651986838774994, | |
| "eval_f1": 0.9257654534950897, | |
| "eval_f1-all": 0.9188164990526161, | |
| "eval_f1-das": 0.9222242748937742, | |
| "eval_f1-l1": 0.9065155807365439, | |
| "eval_f1-l2": 0.9348556077904635, | |
| "eval_loss": 0.2861093580722809, | |
| "eval_precision": 0.9199196326061998, | |
| "eval_precision-all": 0.912301013024602, | |
| "eval_precision-das": 0.9149560117302052, | |
| "eval_precision-l1": 0.8897876643073812, | |
| "eval_precision-l2": 0.942450914014895, | |
| "eval_recall": 0.9316860465116279, | |
| "eval_recall-all": 0.9254257193188491, | |
| "eval_recall-das": 0.929608938547486, | |
| "eval_recall-l1": 0.9238845144356955, | |
| "eval_recall-l2": 0.927381745502998, | |
| "eval_runtime": 5.893, | |
| "eval_samples_per_second": 114.712, | |
| "eval_steps_per_second": 7.297, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "eval_ACT": { | |
| "f1": 0.9220532319391636, | |
| "number": 519, | |
| "precision": 0.9099437148217636, | |
| "recall": 0.9344894026974951 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9362934362934364, | |
| "number": 503, | |
| "precision": 0.9099437148217636, | |
| "recall": 0.9642147117296223 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.0, | |
| "number": 16, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9860396767083027, | |
| "number": 678, | |
| "precision": 0.9824304538799414, | |
| "recall": 0.9896755162241888 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.27450980392156865, | |
| "number": 30, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.23333333333333334 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9346405228758171, | |
| "number": 761, | |
| "precision": 0.929778933680104, | |
| "recall": 0.9395532194480947 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9381443298969072, | |
| "number": 676, | |
| "precision": 0.9340175953079178, | |
| "recall": 0.9423076923076923 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9430199430199431, | |
| "number": 694, | |
| "precision": 0.9323943661971831, | |
| "recall": 0.9538904899135446 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.17777777777777776, | |
| "number": 33, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.12121212121212122 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.0, | |
| "number": 6, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_accuracy": 0.9472285497342445, | |
| "eval_accuracy-all": 0.9614654517843584, | |
| "eval_accuracy-das": 0.9639331814730449, | |
| "eval_accuracy-l1": 0.9538091622374083, | |
| "eval_accuracy-l2": 0.9691217413313086, | |
| "eval_f1": 0.9426157879405767, | |
| "eval_f1-all": 0.9333920187793427, | |
| "eval_f1-das": 0.9416153702667412, | |
| "eval_f1-l1": 0.9301480135029863, | |
| "eval_f1-l2": 0.9376053962900506, | |
| "eval_loss": 0.22815603017807007, | |
| "eval_precision": 0.9445417396380619, | |
| "eval_precision-all": 0.9328445747800587, | |
| "eval_precision-das": 0.9431988041853513, | |
| "eval_precision-l1": 0.920349434737924, | |
| "eval_precision-l2": 0.9494535519125683, | |
| "eval_recall": 0.9406976744186046, | |
| "eval_recall-all": 0.9339401056958309, | |
| "eval_recall-das": 0.9400372439478585, | |
| "eval_recall-l1": 0.9401574803149606, | |
| "eval_recall-l2": 0.9260493004663558, | |
| "eval_runtime": 6.5502, | |
| "eval_samples_per_second": 103.203, | |
| "eval_steps_per_second": 6.565, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "eval_ACT": { | |
| "f1": 0.9244019138755981, | |
| "number": 519, | |
| "precision": 0.9182509505703422, | |
| "recall": 0.930635838150289 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9448818897637794, | |
| "number": 503, | |
| "precision": 0.935672514619883, | |
| "recall": 0.9542743538767395 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.20689655172413793, | |
| "number": 16, | |
| "precision": 0.23076923076923078, | |
| "recall": 0.1875 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9874723655121592, | |
| "number": 678, | |
| "precision": 0.9867452135493373, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.28235294117647064, | |
| "number": 30, | |
| "precision": 0.21818181818181817, | |
| "recall": 0.4 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9488859764089123, | |
| "number": 761, | |
| "precision": 0.9464052287581699, | |
| "recall": 0.9513797634691196 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.951683748169839, | |
| "number": 676, | |
| "precision": 0.9420289855072463, | |
| "recall": 0.9615384615384616 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9491768074445239, | |
| "number": 694, | |
| "precision": 0.9431009957325747, | |
| "recall": 0.9553314121037464 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.5263157894736842, | |
| "number": 33, | |
| "precision": 0.625, | |
| "recall": 0.45454545454545453 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.0, | |
| "number": 6, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_accuracy": 0.9395089850670716, | |
| "eval_accuracy-all": 0.9572892938496583, | |
| "eval_accuracy-das": 0.9578587699316629, | |
| "eval_accuracy-l1": 0.9484940521386991, | |
| "eval_accuracy-l2": 0.9660845355606176, | |
| "eval_f1": 0.9442109839153746, | |
| "eval_f1-all": 0.9395443925233645, | |
| "eval_f1-das": 0.9498415066194295, | |
| "eval_f1-l1": 0.933781686497672, | |
| "eval_f1-l2": 0.9470154258886653, | |
| "eval_loss": 0.19686226546764374, | |
| "eval_precision": 0.9413464316671483, | |
| "eval_precision-all": 0.9346310284718187, | |
| "eval_precision-das": 0.9510828976848394, | |
| "eval_precision-l1": 0.9204487506374299, | |
| "eval_precision-l2": 0.9534098582039163, | |
| "eval_recall": 0.9470930232558139, | |
| "eval_recall-all": 0.9445096887844979, | |
| "eval_recall-das": 0.9486033519553073, | |
| "eval_recall-l1": 0.94750656167979, | |
| "eval_recall-l2": 0.9407061958694204, | |
| "eval_runtime": 6.1906, | |
| "eval_samples_per_second": 109.198, | |
| "eval_steps_per_second": 6.946, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 9e-05, | |
| "loss": 0.3718, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "eval_ACT": { | |
| "f1": 0.9380362249761677, | |
| "number": 519, | |
| "precision": 0.9283018867924528, | |
| "recall": 0.9479768786127167 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.952565343659245, | |
| "number": 503, | |
| "precision": 0.9283018867924528, | |
| "recall": 0.9781312127236581 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.0, | |
| "number": 16, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.986019131714496, | |
| "number": 678, | |
| "precision": 0.9838472834067548, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.23809523809523808, | |
| "number": 30, | |
| "precision": 0.4166666666666667, | |
| "recall": 0.16666666666666666 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.945645055664702, | |
| "number": 761, | |
| "precision": 0.9425587467362925, | |
| "recall": 0.9487516425755584 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9683124539425203, | |
| "number": 676, | |
| "precision": 0.9647577092511013, | |
| "recall": 0.9718934911242604 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9472182596291013, | |
| "number": 694, | |
| "precision": 0.9378531073446328, | |
| "recall": 0.9567723342939481 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8181818181818182, | |
| "number": 33, | |
| "precision": 0.8181818181818182, | |
| "recall": 0.8181818181818182 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.25, | |
| "number": 6, | |
| "precision": 0.5, | |
| "recall": 0.16666666666666666 | |
| }, | |
| "eval_accuracy": 0.9534295115160719, | |
| "eval_accuracy-all": 0.9654517843583903, | |
| "eval_accuracy-das": 0.9665907365223994, | |
| "eval_accuracy-l1": 0.958744621614781, | |
| "eval_accuracy-l2": 0.9721589471019995, | |
| "eval_f1": 0.9550021843599825, | |
| "eval_f1-all": 0.9496993694090042, | |
| "eval_f1-das": 0.9570552147239264, | |
| "eval_f1-l1": 0.9478623566214807, | |
| "eval_f1-l2": 0.9520616828695944, | |
| "eval_loss": 0.18782156705856323, | |
| "eval_precision": 0.9568135395389553, | |
| "eval_precision-all": 0.9487254614708468, | |
| "eval_precision-das": 0.955456570155902, | |
| "eval_precision-l1": 0.9414810978767478, | |
| "eval_precision-l2": 0.9581646423751687, | |
| "eval_recall": 0.9531976744186047, | |
| "eval_recall-all": 0.9506752789195537, | |
| "eval_recall-das": 0.958659217877095, | |
| "eval_recall-l1": 0.9543307086614173, | |
| "eval_recall-l2": 0.9460359760159893, | |
| "eval_runtime": 6.174, | |
| "eval_samples_per_second": 109.491, | |
| "eval_steps_per_second": 6.965, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "eval_ACT": { | |
| "f1": 0.9334600760456274, | |
| "number": 519, | |
| "precision": 0.9212007504690432, | |
| "recall": 0.9460500963391136 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9468599033816425, | |
| "number": 503, | |
| "precision": 0.9210526315789473, | |
| "recall": 0.974155069582505 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.11764705882352941, | |
| "number": 16, | |
| "precision": 1.0, | |
| "recall": 0.0625 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9867452135493373, | |
| "number": 678, | |
| "precision": 0.9852941176470589, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.3333333333333333, | |
| "number": 30, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9490403706154864, | |
| "number": 761, | |
| "precision": 0.956, | |
| "recall": 0.9421813403416557 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9572271386430679, | |
| "number": 676, | |
| "precision": 0.9544117647058824, | |
| "recall": 0.9600591715976331 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9538904899135446, | |
| "number": 694, | |
| "precision": 0.9538904899135446, | |
| "recall": 0.9538904899135446 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.6153846153846154, | |
| "number": 33, | |
| "precision": 0.625, | |
| "recall": 0.6060606060606061 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.4444444444444444, | |
| "number": 6, | |
| "precision": 0.6666666666666666, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9544419134396356, | |
| "eval_accuracy-all": 0.9670969374841812, | |
| "eval_accuracy-das": 0.9669703872437357, | |
| "eval_accuracy-l1": 0.960642875221463, | |
| "eval_accuracy-l2": 0.9735509997468995, | |
| "eval_f1": 0.9518265172463979, | |
| "eval_f1-all": 0.9462397179788484, | |
| "eval_f1-das": 0.952807312068644, | |
| "eval_f1-l1": 0.9429835980213485, | |
| "eval_f1-l2": 0.9504550050556118, | |
| "eval_loss": 0.1709740161895752, | |
| "eval_precision": 0.9530749052754299, | |
| "eval_precision-all": 0.9467960023515579, | |
| "eval_precision-das": 0.9544095665171899, | |
| "eval_precision-l1": 0.9354338842975206, | |
| "eval_precision-l2": 0.9618008185538881, | |
| "eval_recall": 0.9505813953488372, | |
| "eval_recall-all": 0.9456840869054609, | |
| "eval_recall-das": 0.9512104283054004, | |
| "eval_recall-l1": 0.9506561679790027, | |
| "eval_recall-l2": 0.9393737508327782, | |
| "eval_runtime": 6.1402, | |
| "eval_samples_per_second": 110.094, | |
| "eval_steps_per_second": 7.003, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "eval_ACT": { | |
| "f1": 0.9339712918660287, | |
| "number": 519, | |
| "precision": 0.9277566539923955, | |
| "recall": 0.9402697495183044 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9536031589338598, | |
| "number": 503, | |
| "precision": 0.9470588235294117, | |
| "recall": 0.9602385685884692 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.3125, | |
| "number": 16, | |
| "precision": 0.3125, | |
| "recall": 0.3125 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9867647058823529, | |
| "number": 678, | |
| "precision": 0.9838709677419355, | |
| "recall": 0.9896755162241888 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5, | |
| "number": 30, | |
| "precision": 0.47058823529411764, | |
| "recall": 0.5333333333333333 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9457161543492479, | |
| "number": 761, | |
| "precision": 0.94140625, | |
| "recall": 0.9500657030223391 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9711324944485566, | |
| "number": 676, | |
| "precision": 0.9718518518518519, | |
| "recall": 0.9704142011834319 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9611510791366907, | |
| "number": 694, | |
| "precision": 0.9597701149425287, | |
| "recall": 0.962536023054755 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.9032258064516129, | |
| "number": 33, | |
| "precision": 0.9655172413793104, | |
| "recall": 0.8484848484848485 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.2857142857142857, | |
| "number": 6, | |
| "precision": 1.0, | |
| "recall": 0.16666666666666666 | |
| }, | |
| "eval_accuracy": 0.95292331055429, | |
| "eval_accuracy-all": 0.9641862819539357, | |
| "eval_accuracy-das": 0.9721589471019995, | |
| "eval_accuracy-l1": 0.9586180713743356, | |
| "eval_accuracy-l2": 0.9697544925335359, | |
| "eval_f1": 0.9564586357039186, | |
| "eval_f1-all": 0.9537919906117059, | |
| "eval_f1-das": 0.9595827900912646, | |
| "eval_f1-l1": 0.9544502617801047, | |
| "eval_f1-l2": 0.9529529529529529, | |
| "eval_loss": 0.16730760037899017, | |
| "eval_precision": 0.9550724637681159, | |
| "eval_precision-all": 0.9530929346232776, | |
| "eval_precision-das": 0.9597615499254843, | |
| "eval_precision-l1": 0.951958224543081, | |
| "eval_precision-l2": 0.9545454545454546, | |
| "eval_recall": 0.9578488372093024, | |
| "eval_recall-all": 0.9544920728126834, | |
| "eval_recall-das": 0.9594040968342644, | |
| "eval_recall-l1": 0.9569553805774278, | |
| "eval_recall-l2": 0.9513657561625583, | |
| "eval_runtime": 6.0205, | |
| "eval_samples_per_second": 112.283, | |
| "eval_steps_per_second": 7.142, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "eval_ACT": { | |
| "f1": 0.9249762583095916, | |
| "number": 519, | |
| "precision": 0.9119850187265918, | |
| "recall": 0.9383429672447013 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9545454545454545, | |
| "number": 503, | |
| "precision": 0.9489194499017681, | |
| "recall": 0.9602385685884692 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.19512195121951217, | |
| "number": 16, | |
| "precision": 0.16, | |
| "recall": 0.25 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9851851851851852, | |
| "number": 678, | |
| "precision": 0.9895833333333334, | |
| "recall": 0.9808259587020649 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.4347826086956522, | |
| "number": 30, | |
| "precision": 0.38461538461538464, | |
| "recall": 0.5 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9516971279373369, | |
| "number": 761, | |
| "precision": 0.9455252918287937, | |
| "recall": 0.9579500657030223 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9748892171344165, | |
| "number": 676, | |
| "precision": 0.9734513274336283, | |
| "recall": 0.9763313609467456 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9342857142857142, | |
| "number": 694, | |
| "precision": 0.9263456090651558, | |
| "recall": 0.9423631123919308 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8656716417910447, | |
| "number": 33, | |
| "precision": 0.8529411764705882, | |
| "recall": 0.8787878787878788 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5, | |
| "number": 6, | |
| "precision": 1.0, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9510250569476082, | |
| "eval_accuracy-all": 0.9619083776259175, | |
| "eval_accuracy-das": 0.9702606934953176, | |
| "eval_accuracy-l1": 0.9567198177676538, | |
| "eval_accuracy-l2": 0.9670969374841812, | |
| "eval_f1": 0.955323469683783, | |
| "eval_f1-all": 0.9473838059047063, | |
| "eval_f1-das": 0.9587053571428571, | |
| "eval_f1-l1": 0.9444878811571541, | |
| "eval_f1-l2": 0.95108153078203, | |
| "eval_loss": 0.1715497374534607, | |
| "eval_precision": 0.9533873769542559, | |
| "eval_precision-all": 0.9432479627473807, | |
| "eval_precision-das": 0.9576365663322185, | |
| "eval_precision-l1": 0.937888198757764, | |
| "eval_precision-l2": 0.9501329787234043, | |
| "eval_recall": 0.9572674418604651, | |
| "eval_recall-all": 0.9515560775102759, | |
| "eval_recall-das": 0.9597765363128492, | |
| "eval_recall-l1": 0.9511811023622048, | |
| "eval_recall-l2": 0.9520319786808794, | |
| "eval_runtime": 6.0149, | |
| "eval_samples_per_second": 112.387, | |
| "eval_steps_per_second": 7.149, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "eval_ACT": { | |
| "f1": 0.9271523178807947, | |
| "number": 519, | |
| "precision": 0.9107806691449815, | |
| "recall": 0.9441233140655106 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9500489715964741, | |
| "number": 503, | |
| "precision": 0.9362934362934363, | |
| "recall": 0.9642147117296223 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.2777777777777778, | |
| "number": 16, | |
| "precision": 0.25, | |
| "recall": 0.3125 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9816581071166545, | |
| "number": 678, | |
| "precision": 0.9766423357664233, | |
| "recall": 0.9867256637168141 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.39473684210526316, | |
| "number": 30, | |
| "precision": 0.32608695652173914, | |
| "recall": 0.5 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9455022980958635, | |
| "number": 761, | |
| "precision": 0.9448818897637795, | |
| "recall": 0.9461235216819974 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9763663220088628, | |
| "number": 676, | |
| "precision": 0.9749262536873157, | |
| "recall": 0.977810650887574 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9526542324246772, | |
| "number": 694, | |
| "precision": 0.9485714285714286, | |
| "recall": 0.9567723342939481 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.823529411764706, | |
| "number": 33, | |
| "precision": 0.8, | |
| "recall": 0.8484848484848485 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.3333333333333333, | |
| "number": 6, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9524171095925082, | |
| "eval_accuracy-all": 0.9633637053910402, | |
| "eval_accuracy-das": 0.9712730954188813, | |
| "eval_accuracy-l1": 0.9593773728170083, | |
| "eval_accuracy-l2": 0.9673500379650721, | |
| "eval_f1": 0.9529599073672022, | |
| "eval_f1-all": 0.9477829638273045, | |
| "eval_f1-das": 0.9574902543159458, | |
| "eval_f1-l1": 0.9487912659214973, | |
| "eval_f1-l2": 0.9464938517779994, | |
| "eval_loss": 0.15614591538906097, | |
| "eval_precision": 0.9489766503315077, | |
| "eval_precision-all": 0.9417391304347826, | |
| "eval_precision-das": 0.9544781643227239, | |
| "eval_precision-l1": 0.9397528321318228, | |
| "eval_precision-l2": 0.9442970822281167, | |
| "eval_recall": 0.9569767441860465, | |
| "eval_recall-all": 0.953904873752202, | |
| "eval_recall-das": 0.9605214152700187, | |
| "eval_recall-l1": 0.958005249343832, | |
| "eval_recall-l2": 0.9487008660892738, | |
| "eval_runtime": 6.5502, | |
| "eval_samples_per_second": 103.202, | |
| "eval_steps_per_second": 6.565, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 8e-05, | |
| "loss": 0.1448, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "eval_ACT": { | |
| "f1": 0.9319470699432891, | |
| "number": 519, | |
| "precision": 0.9146567717996289, | |
| "recall": 0.9499036608863198 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9547244094488189, | |
| "number": 503, | |
| "precision": 0.9454191033138402, | |
| "recall": 0.9642147117296223 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.380952380952381, | |
| "number": 16, | |
| "precision": 0.3076923076923077, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9852941176470589, | |
| "number": 678, | |
| "precision": 0.9824046920821115, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.45569620253164556, | |
| "number": 30, | |
| "precision": 0.3673469387755102, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9586342744583061, | |
| "number": 761, | |
| "precision": 0.958005249343832, | |
| "recall": 0.9592641261498029 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9719350073855243, | |
| "number": 676, | |
| "precision": 0.9705014749262537, | |
| "recall": 0.9733727810650887 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9469914040114613, | |
| "number": 694, | |
| "precision": 0.9415954415954416, | |
| "recall": 0.952449567723343 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.7692307692307692, | |
| "number": 33, | |
| "precision": 0.78125, | |
| "recall": 0.7575757575757576 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.4444444444444444, | |
| "number": 6, | |
| "precision": 0.6666666666666666, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9536826119969628, | |
| "eval_accuracy-all": 0.9634902556314857, | |
| "eval_accuracy-das": 0.9735509997468995, | |
| "eval_accuracy-l1": 0.9593773728170083, | |
| "eval_accuracy-l2": 0.967603138445963, | |
| "eval_f1": 0.958689665168865, | |
| "eval_f1-all": 0.9505326134539618, | |
| "eval_f1-das": 0.9622466059140785, | |
| "eval_f1-l1": 0.9472316090460099, | |
| "eval_f1-l2": 0.9547571523619428, | |
| "eval_loss": 0.16222244501113892, | |
| "eval_precision": 0.9560566637756577, | |
| "eval_precision-all": 0.944879605454018, | |
| "eval_precision-das": 0.9609955423476969, | |
| "eval_precision-l1": 0.9382080329557158, | |
| "eval_precision-l2": 0.9534883720930233, | |
| "eval_recall": 0.9613372093023256, | |
| "eval_recall-all": 0.956253669994128, | |
| "eval_recall-das": 0.9635009310986965, | |
| "eval_recall-l1": 0.9564304461942257, | |
| "eval_recall-l2": 0.9560293137908061, | |
| "eval_runtime": 5.8166, | |
| "eval_samples_per_second": 116.219, | |
| "eval_steps_per_second": 7.393, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "eval_ACT": { | |
| "f1": 0.9426386233269598, | |
| "number": 519, | |
| "precision": 0.9354838709677419, | |
| "recall": 0.9499036608863198 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9614243323442137, | |
| "number": 503, | |
| "precision": 0.9566929133858267, | |
| "recall": 0.9662027833001988 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.39999999999999997, | |
| "number": 16, | |
| "precision": 0.3684210526315789, | |
| "recall": 0.4375 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9882179675994109, | |
| "number": 678, | |
| "precision": 0.986764705882353, | |
| "recall": 0.9896755162241888 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5217391304347826, | |
| "number": 30, | |
| "precision": 0.46153846153846156, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9420949902407288, | |
| "number": 761, | |
| "precision": 0.9329896907216495, | |
| "recall": 0.9513797634691196 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9770879526977089, | |
| "number": 676, | |
| "precision": 0.9763663220088626, | |
| "recall": 0.977810650887574 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9577060931899642, | |
| "number": 694, | |
| "precision": 0.9529243937232525, | |
| "recall": 0.962536023054755 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8, | |
| "number": 33, | |
| "precision": 0.8125, | |
| "recall": 0.7878787878787878 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.4, | |
| "number": 6, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.9539357124778537, | |
| "eval_accuracy-all": 0.9638699063528221, | |
| "eval_accuracy-das": 0.9727916983042267, | |
| "eval_accuracy-l1": 0.9610225259427992, | |
| "eval_accuracy-l2": 0.9667172867628449, | |
| "eval_f1": 0.9571883135666762, | |
| "eval_f1-all": 0.9534102526654009, | |
| "eval_f1-das": 0.9606533036377134, | |
| "eval_f1-l1": 0.9571801566579634, | |
| "eval_f1-l2": 0.9486244613854822, | |
| "eval_loss": 0.17501647770404816, | |
| "eval_precision": 0.9525043177892919, | |
| "eval_precision-all": 0.948561464690497, | |
| "eval_precision-das": 0.9574546799852016, | |
| "eval_precision-l1": 0.9522077922077922, | |
| "eval_precision-l2": 0.9439313984168866, | |
| "eval_recall": 0.9619186046511627, | |
| "eval_recall-all": 0.9583088667058133, | |
| "eval_recall-das": 0.9638733705772812, | |
| "eval_recall-l1": 0.9622047244094488, | |
| "eval_recall-l2": 0.9533644237175216, | |
| "eval_runtime": 6.2615, | |
| "eval_samples_per_second": 107.961, | |
| "eval_steps_per_second": 6.867, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "eval_ACT": { | |
| "f1": 0.9417382999044891, | |
| "number": 519, | |
| "precision": 0.9337121212121212, | |
| "recall": 0.9499036608863198 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9594460929772503, | |
| "number": 503, | |
| "precision": 0.9547244094488189, | |
| "recall": 0.9642147117296223 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.4444444444444445, | |
| "number": 16, | |
| "precision": 0.4, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9867647058823529, | |
| "number": 678, | |
| "precision": 0.9838709677419355, | |
| "recall": 0.9896755162241888 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.45454545454545453, | |
| "number": 30, | |
| "precision": 0.4166666666666667, | |
| "recall": 0.5 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9510763209393347, | |
| "number": 761, | |
| "precision": 0.944300518134715, | |
| "recall": 0.9579500657030223 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9785661492978566, | |
| "number": 676, | |
| "precision": 0.9778434268833087, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9562096195262024, | |
| "number": 694, | |
| "precision": 0.9527896995708155, | |
| "recall": 0.9596541786743515 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8055555555555556, | |
| "number": 33, | |
| "precision": 0.7435897435897436, | |
| "recall": 0.8787878787878788 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5454545454545454, | |
| "number": 6, | |
| "precision": 0.6, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.9538091622374083, | |
| "eval_accuracy-all": 0.9638066312325994, | |
| "eval_accuracy-das": 0.9724120475828905, | |
| "eval_accuracy-l1": 0.9598835737787902, | |
| "eval_accuracy-l2": 0.9677296886864085, | |
| "eval_f1": 0.9574775817182528, | |
| "eval_f1-all": 0.9549970777323202, | |
| "eval_f1-das": 0.9612172944887734, | |
| "eval_f1-l1": 0.9558169934640522, | |
| "eval_f1-l2": 0.9539582643259357, | |
| "eval_loss": 0.17843317985534668, | |
| "eval_precision": 0.9527921704087507, | |
| "eval_precision-all": 0.9505526468877254, | |
| "eval_precision-das": 0.9578402366863905, | |
| "eval_precision-l1": 0.9520833333333333, | |
| "eval_precision-l2": 0.9486166007905138, | |
| "eval_recall": 0.9622093023255814, | |
| "eval_recall-all": 0.9594832648267763, | |
| "eval_recall-das": 0.9646182495344506, | |
| "eval_recall-l1": 0.9595800524934384, | |
| "eval_recall-l2": 0.9593604263824117, | |
| "eval_runtime": 6.7294, | |
| "eval_samples_per_second": 100.455, | |
| "eval_steps_per_second": 6.39, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "eval_ACT": { | |
| "f1": 0.939047619047619, | |
| "number": 519, | |
| "precision": 0.928436911487759, | |
| "recall": 0.9499036608863198 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9576354679802955, | |
| "number": 503, | |
| "precision": 0.94921875, | |
| "recall": 0.9662027833001988 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.39999999999999997, | |
| "number": 16, | |
| "precision": 0.3684210526315789, | |
| "recall": 0.4375 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9852724594992636, | |
| "number": 678, | |
| "precision": 0.9838235294117647, | |
| "recall": 0.9867256637168141 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5161290322580646, | |
| "number": 30, | |
| "precision": 0.5, | |
| "recall": 0.5333333333333333 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.4444444444444445, | |
| "number": 7, | |
| "precision": 1.0, | |
| "recall": 0.2857142857142857 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9546946815495732, | |
| "number": 761, | |
| "precision": 0.9540682414698163, | |
| "recall": 0.9553219448094612 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9785661492978566, | |
| "number": 676, | |
| "precision": 0.9778434268833087, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9569583931133429, | |
| "number": 694, | |
| "precision": 0.9528571428571428, | |
| "recall": 0.9610951008645533 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.7096774193548386, | |
| "number": 33, | |
| "precision": 0.7586206896551724, | |
| "recall": 0.6666666666666666 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5, | |
| "number": 6, | |
| "precision": 0.5, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.960642875221463, | |
| "eval_accuracy-all": 0.9691217413313086, | |
| "eval_accuracy-das": 0.9778537079220451, | |
| "eval_accuracy-l1": 0.9653252341179448, | |
| "eval_accuracy-l2": 0.9729182485446722, | |
| "eval_f1": 0.9602562236133353, | |
| "eval_f1-all": 0.9556043956043958, | |
| "eval_f1-das": 0.9622044312046174, | |
| "eval_f1-l1": 0.9571353894406691, | |
| "eval_f1-l2": 0.9536512170723576, | |
| "eval_loss": 0.16250379383563995, | |
| "eval_precision": 0.9617964421114027, | |
| "eval_precision-all": 0.9537876572097105, | |
| "eval_precision-das": 0.9620253164556962, | |
| "eval_precision-l1": 0.9531494013534617, | |
| "eval_precision-l2": 0.9546061415220294, | |
| "eval_recall": 0.9587209302325581, | |
| "eval_recall-all": 0.9574280681150911, | |
| "eval_recall-das": 0.9623836126629423, | |
| "eval_recall-l1": 0.9611548556430446, | |
| "eval_recall-l2": 0.9526982011992006, | |
| "eval_runtime": 5.7506, | |
| "eval_samples_per_second": 117.554, | |
| "eval_steps_per_second": 7.478, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "eval_ACT": { | |
| "f1": 0.9439696106362773, | |
| "number": 519, | |
| "precision": 0.9307116104868914, | |
| "recall": 0.9576107899807321 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9616519174041297, | |
| "number": 503, | |
| "precision": 0.9513618677042801, | |
| "recall": 0.9721669980119284 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.4444444444444445, | |
| "number": 16, | |
| "precision": 0.4, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9830757910228108, | |
| "number": 678, | |
| "precision": 0.9809104258443465, | |
| "recall": 0.9852507374631269 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.4927536231884058, | |
| "number": 30, | |
| "precision": 0.4358974358974359, | |
| "recall": 0.5666666666666667 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.22222222222222224, | |
| "number": 7, | |
| "precision": 0.5, | |
| "recall": 0.14285714285714285 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9560655737704917, | |
| "number": 761, | |
| "precision": 0.9541884816753927, | |
| "recall": 0.9579500657030223 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9807692307692307, | |
| "number": 676, | |
| "precision": 0.9807692307692307, | |
| "recall": 0.9807692307692307 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9590222861250898, | |
| "number": 694, | |
| "precision": 0.9569583931133429, | |
| "recall": 0.9610951008645533 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.875, | |
| "number": 33, | |
| "precision": 0.9032258064516129, | |
| "recall": 0.8484848484848485 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.3333333333333333, | |
| "number": 6, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9583649708934447, | |
| "eval_accuracy-all": 0.9695646671728676, | |
| "eval_accuracy-das": 0.9716527461402177, | |
| "eval_accuracy-l1": 0.9645659326752721, | |
| "eval_accuracy-l2": 0.9745634016704632, | |
| "eval_f1": 0.9603128621089224, | |
| "eval_f1-all": 0.957284961966062, | |
| "eval_f1-das": 0.9644783336432956, | |
| "eval_f1-l1": 0.9584964761158966, | |
| "eval_f1-l2": 0.9557404326123128, | |
| "eval_loss": 0.17416799068450928, | |
| "eval_precision": 0.956986143187067, | |
| "eval_precision-all": 0.953935860058309, | |
| "eval_precision-das": 0.9632243684992571, | |
| "eval_precision-l1": 0.9532710280373832, | |
| "eval_precision-l2": 0.9547872340425532, | |
| "eval_recall": 0.9636627906976745, | |
| "eval_recall-all": 0.9606576629477392, | |
| "eval_recall-das": 0.9657355679702049, | |
| "eval_recall-l1": 0.9637795275590552, | |
| "eval_recall-l2": 0.9566955363091273, | |
| "eval_runtime": 6.3107, | |
| "eval_samples_per_second": 107.119, | |
| "eval_steps_per_second": 6.814, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 7e-05, | |
| "loss": 0.0854, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "eval_ACT": { | |
| "f1": 0.9382716049382717, | |
| "number": 519, | |
| "precision": 0.9250936329588015, | |
| "recall": 0.9518304431599229 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9614243323442137, | |
| "number": 503, | |
| "precision": 0.9566929133858267, | |
| "recall": 0.9662027833001988 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.380952380952381, | |
| "number": 16, | |
| "precision": 0.3076923076923077, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9874538745387453, | |
| "number": 678, | |
| "precision": 0.9881831610044313, | |
| "recall": 0.9867256637168141 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5142857142857143, | |
| "number": 30, | |
| "precision": 0.45, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.2, | |
| "number": 7, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.14285714285714285 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9559500328731098, | |
| "number": 761, | |
| "precision": 0.9565789473684211, | |
| "recall": 0.9553219448094612 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9763313609467456, | |
| "number": 676, | |
| "precision": 0.9763313609467456, | |
| "recall": 0.9763313609467456 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9577060931899642, | |
| "number": 694, | |
| "precision": 0.9529243937232525, | |
| "recall": 0.962536023054755 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8529411764705883, | |
| "number": 33, | |
| "precision": 0.8285714285714286, | |
| "recall": 0.8787878787878788 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5454545454545454, | |
| "number": 6, | |
| "precision": 0.6, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.9515312579093901, | |
| "eval_accuracy-all": 0.9630473297899266, | |
| "eval_accuracy-das": 0.9717792963806631, | |
| "eval_accuracy-l1": 0.9570994684889901, | |
| "eval_accuracy-l2": 0.9689951910908631, | |
| "eval_f1": 0.9592576482528636, | |
| "eval_f1-all": 0.9562673687289747, | |
| "eval_f1-das": 0.9624395686128672, | |
| "eval_f1-l1": 0.9566579634464752, | |
| "eval_f1-l2": 0.9557698703026272, | |
| "eval_loss": 0.18355852365493774, | |
| "eval_precision": 0.9568990454150998, | |
| "eval_precision-all": 0.9527834450597493, | |
| "eval_precision-das": 0.961010025993316, | |
| "eval_precision-l1": 0.9516883116883117, | |
| "eval_precision-l2": 0.954183266932271, | |
| "eval_recall": 0.9616279069767442, | |
| "eval_recall-all": 0.959776864357017, | |
| "eval_recall-das": 0.9638733705772812, | |
| "eval_recall-l1": 0.9616797900262467, | |
| "eval_recall-l2": 0.9573617588274483, | |
| "eval_runtime": 6.1311, | |
| "eval_samples_per_second": 110.258, | |
| "eval_steps_per_second": 7.013, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "eval_ACT": { | |
| "f1": 0.9375, | |
| "number": 519, | |
| "precision": 0.9217877094972067, | |
| "recall": 0.953757225433526 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9577187807276303, | |
| "number": 503, | |
| "precision": 0.9474708171206225, | |
| "recall": 0.9681908548707754 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.41025641025641024, | |
| "number": 16, | |
| "precision": 0.34782608695652173, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9874908020603386, | |
| "number": 678, | |
| "precision": 0.9853157121879589, | |
| "recall": 0.9896755162241888 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5217391304347826, | |
| "number": 30, | |
| "precision": 0.46153846153846156, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.4615384615384615, | |
| "number": 7, | |
| "precision": 0.5, | |
| "recall": 0.42857142857142855 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.953063885267275, | |
| "number": 761, | |
| "precision": 0.9456662354463131, | |
| "recall": 0.9605781865965834 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9792899408284024, | |
| "number": 676, | |
| "precision": 0.9792899408284024, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9592566118656183, | |
| "number": 694, | |
| "precision": 0.9517730496453901, | |
| "recall": 0.9668587896253602 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.5, | |
| "number": 2, | |
| "precision": 0.5, | |
| "recall": 0.5 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.84375, | |
| "number": 33, | |
| "precision": 0.8709677419354839, | |
| "recall": 0.8181818181818182 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.4, | |
| "number": 6, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.9557074158440901, | |
| "eval_accuracy-all": 0.9666540116426221, | |
| "eval_accuracy-das": 0.9732978992660086, | |
| "eval_accuracy-l1": 0.9629207795494812, | |
| "eval_accuracy-l2": 0.9703872437357631, | |
| "eval_f1": 0.959525874530211, | |
| "eval_f1-all": 0.9561544064093226, | |
| "eval_f1-das": 0.9638286032276017, | |
| "eval_f1-l1": 0.9575631346003645, | |
| "eval_f1-l2": 0.9543650793650794, | |
| "eval_loss": 0.1747445911169052, | |
| "eval_precision": 0.9542840713053479, | |
| "eval_precision-all": 0.9488291413703382, | |
| "eval_precision-das": 0.9600886917960089, | |
| "eval_precision-l1": 0.949896694214876, | |
| "eval_precision-l2": 0.9474720945502298, | |
| "eval_recall": 0.9648255813953488, | |
| "eval_recall-all": 0.9635936582501468, | |
| "eval_recall-das": 0.9675977653631285, | |
| "eval_recall-l1": 0.9653543307086614, | |
| "eval_recall-l2": 0.9613590939373751, | |
| "eval_runtime": 6.3526, | |
| "eval_samples_per_second": 106.414, | |
| "eval_steps_per_second": 6.769, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "eval_ACT": { | |
| "f1": 0.9438629876308278, | |
| "number": 519, | |
| "precision": 0.9323308270676691, | |
| "recall": 0.9556840077071291 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.9663366336633663, | |
| "number": 503, | |
| "precision": 0.9625246548323472, | |
| "recall": 0.9701789264413518 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.39024390243902435, | |
| "number": 16, | |
| "precision": 0.32, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9867452135493373, | |
| "number": 678, | |
| "precision": 0.9852941176470589, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5373134328358209, | |
| "number": 30, | |
| "precision": 0.4864864864864865, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.0, | |
| "number": 7, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9619921363040629, | |
| "number": 761, | |
| "precision": 0.9594771241830066, | |
| "recall": 0.9645203679369251 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9792899408284024, | |
| "number": 676, | |
| "precision": 0.9792899408284024, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9627507163323783, | |
| "number": 694, | |
| "precision": 0.9572649572649573, | |
| "recall": 0.968299711815562 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8484848484848486, | |
| "number": 33, | |
| "precision": 0.8484848484848485, | |
| "recall": 0.8484848484848485 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5454545454545454, | |
| "number": 6, | |
| "precision": 0.6, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.9554543153631991, | |
| "eval_accuracy-all": 0.9662743609212857, | |
| "eval_accuracy-das": 0.975069602632245, | |
| "eval_accuracy-l1": 0.9619083776259175, | |
| "eval_accuracy-l2": 0.970640344216654, | |
| "eval_f1": 0.9615552009284782, | |
| "eval_f1-all": 0.9603627321924821, | |
| "eval_f1-das": 0.9665178571428571, | |
| "eval_f1-l1": 0.9615887117846877, | |
| "eval_f1-l2": 0.9588039867109635, | |
| "eval_loss": 0.17034310102462769, | |
| "eval_precision": 0.9597451491456704, | |
| "eval_precision-all": 0.9568638880792771, | |
| "eval_precision-das": 0.9654403567447045, | |
| "eval_precision-l1": 0.9573361082206036, | |
| "eval_precision-l2": 0.9562624254473161, | |
| "eval_recall": 0.9633720930232558, | |
| "eval_recall-all": 0.9638872577803875, | |
| "eval_recall-das": 0.9675977653631285, | |
| "eval_recall-l1": 0.9658792650918635, | |
| "eval_recall-l2": 0.9613590939373751, | |
| "eval_runtime": 6.4585, | |
| "eval_samples_per_second": 104.669, | |
| "eval_steps_per_second": 6.658, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "eval_ACT": { | |
| "f1": 0.9551098376313275, | |
| "number": 519, | |
| "precision": 0.946969696969697, | |
| "recall": 0.9633911368015414 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.971540726202159, | |
| "number": 503, | |
| "precision": 0.9593023255813954, | |
| "recall": 0.9840954274353877 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.35714285714285715, | |
| "number": 16, | |
| "precision": 0.4166666666666667, | |
| "recall": 0.3125 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9867452135493373, | |
| "number": 678, | |
| "precision": 0.9852941176470589, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.523076923076923, | |
| "number": 30, | |
| "precision": 0.4857142857142857, | |
| "recall": 0.5666666666666667 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.42857142857142855, | |
| "number": 7, | |
| "precision": 0.42857142857142855, | |
| "recall": 0.42857142857142855 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.945645055664702, | |
| "number": 761, | |
| "precision": 0.9425587467362925, | |
| "recall": 0.9487516425755584 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9800148038490007, | |
| "number": 676, | |
| "precision": 0.9807407407407407, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9463902787705505, | |
| "number": 694, | |
| "precision": 0.9390070921985816, | |
| "recall": 0.9538904899135446 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.875, | |
| "number": 33, | |
| "precision": 0.9032258064516129, | |
| "recall": 0.8484848484848485 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.30769230769230765, | |
| "number": 6, | |
| "precision": 0.2857142857142857, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9596304732978993, | |
| "eval_accuracy-all": 0.968299164768413, | |
| "eval_accuracy-das": 0.9749430523917996, | |
| "eval_accuracy-l1": 0.9654517843583903, | |
| "eval_accuracy-l2": 0.9711465451784358, | |
| "eval_f1": 0.9605339524085896, | |
| "eval_f1-all": 0.9548311650343518, | |
| "eval_f1-das": 0.9643255295429208, | |
| "eval_f1-l1": 0.9569976544175137, | |
| "eval_f1-l2": 0.9520639147802931, | |
| "eval_loss": 0.17404037714004517, | |
| "eval_precision": 0.958864426419467, | |
| "eval_precision-all": 0.9508005822416302, | |
| "eval_precision-das": 0.9621802002224694, | |
| "eval_precision-l1": 0.9503105590062112, | |
| "eval_precision-l2": 0.9514304723885563, | |
| "eval_recall": 0.9622093023255814, | |
| "eval_recall-all": 0.9588960657662948, | |
| "eval_recall-das": 0.9664804469273743, | |
| "eval_recall-l1": 0.9637795275590552, | |
| "eval_recall-l2": 0.9526982011992006, | |
| "eval_runtime": 5.4184, | |
| "eval_samples_per_second": 124.761, | |
| "eval_steps_per_second": 7.936, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "eval_ACT": { | |
| "f1": 0.939047619047619, | |
| "number": 519, | |
| "precision": 0.928436911487759, | |
| "recall": 0.9499036608863198 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.961576354679803, | |
| "number": 503, | |
| "precision": 0.953125, | |
| "recall": 0.9701789264413518 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.2857142857142857, | |
| "number": 16, | |
| "precision": 0.2631578947368421, | |
| "recall": 0.3125 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9815770081061163, | |
| "number": 678, | |
| "precision": 0.9808541973490427, | |
| "recall": 0.9823008849557522 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5483870967741935, | |
| "number": 30, | |
| "precision": 0.53125, | |
| "recall": 0.5666666666666667 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.2, | |
| "number": 7, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.14285714285714285 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.953063885267275, | |
| "number": 761, | |
| "precision": 0.9456662354463131, | |
| "recall": 0.9605781865965834 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.977810650887574, | |
| "number": 676, | |
| "precision": 0.977810650887574, | |
| "recall": 0.977810650887574 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9626972740315638, | |
| "number": 694, | |
| "precision": 0.9585714285714285, | |
| "recall": 0.9668587896253602 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8285714285714285, | |
| "number": 33, | |
| "precision": 0.7837837837837838, | |
| "recall": 0.8787878787878788 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.28571428571428575, | |
| "number": 6, | |
| "precision": 0.25, | |
| "recall": 0.3333333333333333 | |
| }, | |
| "eval_accuracy": 0.9579853201721084, | |
| "eval_accuracy-all": 0.9677929638066313, | |
| "eval_accuracy-das": 0.9754492533535813, | |
| "eval_accuracy-l1": 0.9646924829157175, | |
| "eval_accuracy-l2": 0.9708934446975449, | |
| "eval_f1": 0.9568491167101071, | |
| "eval_f1-all": 0.9554549437709947, | |
| "eval_f1-das": 0.9595997034840623, | |
| "eval_f1-l1": 0.96002090410243, | |
| "eval_f1-l2": 0.9496688741721854, | |
| "eval_loss": 0.18735294044017792, | |
| "eval_precision": 0.953260242354299, | |
| "eval_precision-all": 0.95059575704737, | |
| "eval_precision-das": 0.9549981556621173, | |
| "eval_precision-l1": 0.9557752341311134, | |
| "eval_precision-l2": 0.9440421329822252, | |
| "eval_recall": 0.9604651162790697, | |
| "eval_recall-all": 0.9603640634174986, | |
| "eval_recall-das": 0.964245810055866, | |
| "eval_recall-l1": 0.9643044619422572, | |
| "eval_recall-l2": 0.955363091272485, | |
| "eval_runtime": 5.4368, | |
| "eval_samples_per_second": 124.338, | |
| "eval_steps_per_second": 7.909, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 6e-05, | |
| "loss": 0.0555, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "eval_ACT": { | |
| "f1": 0.9514747859181732, | |
| "number": 519, | |
| "precision": 0.9398496240601504, | |
| "recall": 0.9633911368015414 | |
| }, | |
| "eval_ACT_L1": { | |
| "f1": 0.970414201183432, | |
| "number": 503, | |
| "precision": 0.9628180039138943, | |
| "recall": 0.9781312127236581 | |
| }, | |
| "eval_ACT_L2": { | |
| "f1": 0.4324324324324324, | |
| "number": 16, | |
| "precision": 0.38095238095238093, | |
| "recall": 0.5 | |
| }, | |
| "eval_CARDINAL": { | |
| "f1": 0.9874723655121592, | |
| "number": 678, | |
| "precision": 0.9867452135493373, | |
| "recall": 0.9882005899705014 | |
| }, | |
| "eval_DESC": { | |
| "f1": 0.5538461538461538, | |
| "number": 30, | |
| "precision": 0.5142857142857142, | |
| "recall": 0.6 | |
| }, | |
| "eval_FT": { | |
| "f1": 0.30769230769230765, | |
| "number": 7, | |
| "precision": 0.3333333333333333, | |
| "recall": 0.2857142857142857 | |
| }, | |
| "eval_LOC": { | |
| "f1": 0.9625246548323472, | |
| "number": 761, | |
| "precision": 0.9631578947368421, | |
| "recall": 0.961892247043364 | |
| }, | |
| "eval_PER": { | |
| "f1": 0.9800148038490007, | |
| "number": 676, | |
| "precision": 0.9807407407407407, | |
| "recall": 0.9792899408284024 | |
| }, | |
| "eval_SPAT": { | |
| "f1": 0.9612625538020085, | |
| "number": 694, | |
| "precision": 0.9571428571428572, | |
| "recall": 0.9654178674351584 | |
| }, | |
| "eval_TITRE": { | |
| "f1": 0.0, | |
| "number": 2, | |
| "precision": 0.0, | |
| "recall": 0.0 | |
| }, | |
| "eval_TITREH": { | |
| "f1": 0.8923076923076922, | |
| "number": 33, | |
| "precision": 0.90625, | |
| "recall": 0.8787878787878788 | |
| }, | |
| "eval_TITREP": { | |
| "f1": 0.5, | |
| "number": 6, | |
| "precision": 0.5, | |
| "recall": 0.5 | |
| }, | |
| "eval_accuracy": 0.958744621614781, | |
| "eval_accuracy-all": 0.9686155403695267, | |
| "eval_accuracy-das": 0.9762085547962541, | |
| "eval_accuracy-l1": 0.9640597317134902, | |
| "eval_accuracy-l2": 0.9731713490255631, | |
| "eval_f1": 0.9654571843251089, | |
| "eval_f1-all": 0.9620846142585272, | |
| "eval_f1-das": 0.9683897359613239, | |
| "eval_f1-l1": 0.9628855201254575, | |
| "eval_f1-l2": 0.9610648918469219, | |
| "eval_loss": 0.18852506577968597, | |
| "eval_precision": 0.9640579710144928, | |
| "eval_precision-all": 0.9594160583941606, | |
| "eval_precision-das": 0.966951355365763, | |
| "eval_precision-l1": 0.9588755856324831, | |
| "eval_precision-l2": 0.9601063829787234, | |
| "eval_recall": 0.9668604651162791, | |
| "eval_recall-all": 0.9647680563711099, | |
| "eval_recall-das": 0.9698324022346368, | |
| "eval_recall-l1": 0.9669291338582677, | |
| "eval_recall-l2": 0.9620253164556962, | |
| "eval_runtime": 5.6224, | |
| "eval_samples_per_second": 120.232, | |
| "eval_steps_per_second": 7.648, | |
| "step": 2000 | |
| } | |
| ], | |
| "max_steps": 5000, | |
| "num_train_epochs": 14, | |
| "total_flos": 813927239246016.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |