|
{ |
|
"best_metric": 0.8645076007931263, |
|
"best_model_checkpoint": "out/checkpoint-4326", |
|
"epoch": 13.9983844911147, |
|
"global_step": 4326, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_BAN_f1": 0.16591928251121077, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.1008174386920981, |
|
"eval_BAN_recall": 0.46835443037974683, |
|
"eval_CO_f1": 0.20754716981132074, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.3142857142857143, |
|
"eval_CO_recall": 0.15492957746478872, |
|
"eval_IC_f1": 0.036036036036036036, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.6666666666666666, |
|
"eval_IC_recall": 0.018518518518518517, |
|
"eval_ank_code_f1": 0.0, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.0, |
|
"eval_ank_code_recall": 0.0, |
|
"eval_ar_symbol_f1": 0.015267175572519085, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 1.0, |
|
"eval_ar_symbol_recall": 0.007692307692307693, |
|
"eval_ccount_number_f1": 0.0, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.0, |
|
"eval_ccount_number_recall": 0.0, |
|
"eval_loss": 0.37269482016563416, |
|
"eval_nvoice_date_f1": 0.2972536348949919, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.26436781609195403, |
|
"eval_nvoice_date_recall": 0.33948339483394835, |
|
"eval_nvoice_number_f1": 0.6372745490981964, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.6708860759493671, |
|
"eval_nvoice_number_recall": 0.6068702290076335, |
|
"eval_onst_symbol_f1": 0.0, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.0, |
|
"eval_onst_symbol_recall": 0.0, |
|
"eval_ontr_address_f1": 0.45212765957446804, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.4028436018957346, |
|
"eval_ontr_address_recall": 0.5151515151515151, |
|
"eval_ontr_name_f1": 0.22795115332428767, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.23333333333333334, |
|
"eval_ontr_name_recall": 0.22281167108753316, |
|
"eval_otal_amount_f1": 0.5159010600706714, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.4888392857142857, |
|
"eval_otal_amount_recall": 0.5461346633416458, |
|
"eval_overall_accuracy": 0.89200813445221, |
|
"eval_overall_f1": 0.3178577638671536, |
|
"eval_overall_precision": 0.34091756807161505, |
|
"eval_overall_recall": 0.2977198697068404, |
|
"eval_runtime": 38.3987, |
|
"eval_samples_per_second": 7.136, |
|
"eval_steps_per_second": 3.568, |
|
"eval_ue_date_f1": 0.15, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.17045454545454544, |
|
"eval_ue_date_recall": 0.13392857142857142, |
|
"step": 309 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 3.2362459546925567e-06, |
|
"loss": 0.7477, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_BAN_f1": 0.613953488372093, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.4852941176470588, |
|
"eval_BAN_recall": 0.8354430379746836, |
|
"eval_CO_f1": 0.7114093959731543, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.6794871794871795, |
|
"eval_CO_recall": 0.7464788732394366, |
|
"eval_IC_f1": 0.7049180327868853, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.86, |
|
"eval_IC_recall": 0.5972222222222222, |
|
"eval_ank_code_f1": 0.0, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.0, |
|
"eval_ank_code_recall": 0.0, |
|
"eval_ar_symbol_f1": 0.6941580756013745, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.6273291925465838, |
|
"eval_ar_symbol_recall": 0.7769230769230769, |
|
"eval_ccount_number_f1": 0.49723756906077343, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.5660377358490566, |
|
"eval_ccount_number_recall": 0.4433497536945813, |
|
"eval_loss": 0.20432990789413452, |
|
"eval_nvoice_date_f1": 0.5696, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.5028248587570622, |
|
"eval_nvoice_date_recall": 0.6568265682656826, |
|
"eval_nvoice_number_f1": 0.7619047619047619, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.88, |
|
"eval_nvoice_number_recall": 0.6717557251908397, |
|
"eval_onst_symbol_f1": 0.7134502923976608, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9104477611940298, |
|
"eval_onst_symbol_recall": 0.5865384615384616, |
|
"eval_ontr_address_f1": 0.7586206896551724, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7857142857142857, |
|
"eval_ontr_address_recall": 0.7333333333333333, |
|
"eval_ontr_name_f1": 0.5887323943661973, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6276276276276276, |
|
"eval_ontr_name_recall": 0.5543766578249337, |
|
"eval_otal_amount_f1": 0.6842105263157895, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.6105675146771037, |
|
"eval_otal_amount_recall": 0.7780548628428927, |
|
"eval_overall_accuracy": 0.9392253570510273, |
|
"eval_overall_f1": 0.6476127540062777, |
|
"eval_overall_precision": 0.6570566543747904, |
|
"eval_overall_recall": 0.6384364820846905, |
|
"eval_runtime": 38.0713, |
|
"eval_samples_per_second": 7.197, |
|
"eval_steps_per_second": 3.599, |
|
"eval_ue_date_f1": 0.5272727272727272, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.5370370370370371, |
|
"eval_ue_date_recall": 0.5178571428571429, |
|
"step": 618 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_BAN_f1": 0.8235294117647058, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.7692307692307693, |
|
"eval_BAN_recall": 0.8860759493670886, |
|
"eval_CO_f1": 0.8050314465408807, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.7272727272727273, |
|
"eval_CO_recall": 0.9014084507042254, |
|
"eval_IC_f1": 0.7899159663865546, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.7230769230769231, |
|
"eval_IC_recall": 0.8703703703703703, |
|
"eval_ank_code_f1": 0.6064516129032258, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.7833333333333333, |
|
"eval_ank_code_recall": 0.49473684210526314, |
|
"eval_ar_symbol_f1": 0.9182879377431907, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9291338582677166, |
|
"eval_ar_symbol_recall": 0.9076923076923077, |
|
"eval_ccount_number_f1": 0.7487684729064039, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.7487684729064039, |
|
"eval_ccount_number_recall": 0.7487684729064039, |
|
"eval_loss": 0.1386490911245346, |
|
"eval_nvoice_date_f1": 0.8315789473684211, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.7926421404682275, |
|
"eval_nvoice_date_recall": 0.8745387453874539, |
|
"eval_nvoice_number_f1": 0.8673267326732673, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9012345679012346, |
|
"eval_nvoice_number_recall": 0.8358778625954199, |
|
"eval_onst_symbol_f1": 0.9463414634146341, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9603960396039604, |
|
"eval_onst_symbol_recall": 0.9326923076923077, |
|
"eval_ontr_address_f1": 0.7746341463414633, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7490566037735849, |
|
"eval_ontr_address_recall": 0.802020202020202, |
|
"eval_ontr_name_f1": 0.6436781609195402, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6206896551724138, |
|
"eval_ontr_name_recall": 0.6684350132625995, |
|
"eval_otal_amount_f1": 0.7341176470588234, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.6948775055679287, |
|
"eval_otal_amount_recall": 0.7780548628428927, |
|
"eval_overall_accuracy": 0.9593744886748791, |
|
"eval_overall_f1": 0.7875059157595836, |
|
"eval_overall_precision": 0.7635362496176201, |
|
"eval_overall_recall": 0.8130293159609121, |
|
"eval_runtime": 38.1238, |
|
"eval_samples_per_second": 7.187, |
|
"eval_steps_per_second": 3.594, |
|
"eval_ue_date_f1": 0.9347826086956522, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9110169491525424, |
|
"eval_ue_date_recall": 0.9598214285714286, |
|
"step": 927 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 6.472491909385113e-06, |
|
"loss": 0.1002, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_BAN_f1": 0.8383233532934132, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.7954545454545454, |
|
"eval_BAN_recall": 0.8860759493670886, |
|
"eval_CO_f1": 0.8951048951048951, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.8888888888888888, |
|
"eval_CO_recall": 0.9014084507042254, |
|
"eval_IC_f1": 0.8279301745635911, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8972972972972973, |
|
"eval_IC_recall": 0.7685185185185185, |
|
"eval_ank_code_f1": 0.7421383647798742, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.921875, |
|
"eval_ank_code_recall": 0.6210526315789474, |
|
"eval_ar_symbol_f1": 0.9213483146067415, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.8978102189781022, |
|
"eval_ar_symbol_recall": 0.9461538461538461, |
|
"eval_ccount_number_f1": 0.7903614457831326, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.7735849056603774, |
|
"eval_ccount_number_recall": 0.8078817733990148, |
|
"eval_loss": 0.12917011976242065, |
|
"eval_nvoice_date_f1": 0.8678571428571429, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8408304498269896, |
|
"eval_nvoice_date_recall": 0.8966789667896679, |
|
"eval_nvoice_number_f1": 0.9035916824196597, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.8951310861423221, |
|
"eval_nvoice_number_recall": 0.9122137404580153, |
|
"eval_onst_symbol_f1": 0.93, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.96875, |
|
"eval_onst_symbol_recall": 0.8942307692307693, |
|
"eval_ontr_address_f1": 0.7565470417070805, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7276119402985075, |
|
"eval_ontr_address_recall": 0.7878787878787878, |
|
"eval_ontr_name_f1": 0.5750636132315522, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.5525672371638142, |
|
"eval_ontr_name_recall": 0.5994694960212201, |
|
"eval_otal_amount_f1": 0.7669345579793342, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.7106382978723405, |
|
"eval_otal_amount_recall": 0.8329177057356608, |
|
"eval_overall_accuracy": 0.9608938547486033, |
|
"eval_overall_f1": 0.8018477222045238, |
|
"eval_overall_precision": 0.7846009975062345, |
|
"eval_overall_recall": 0.8198697068403908, |
|
"eval_runtime": 38.0901, |
|
"eval_samples_per_second": 7.193, |
|
"eval_steps_per_second": 3.597, |
|
"eval_ue_date_f1": 0.941684665226782, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9121338912133892, |
|
"eval_ue_date_recall": 0.9732142857142857, |
|
"step": 1236 |
|
}, |
|
{ |
|
"epoch": 4.85, |
|
"learning_rate": 9.708737864077671e-06, |
|
"loss": 0.0594, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_BAN_f1": 0.8903225806451613, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.9078947368421053, |
|
"eval_BAN_recall": 0.8734177215189873, |
|
"eval_CO_f1": 0.9009433962264151, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9052132701421801, |
|
"eval_CO_recall": 0.8967136150234741, |
|
"eval_IC_f1": 0.8366013071895425, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.7901234567901234, |
|
"eval_IC_recall": 0.8888888888888888, |
|
"eval_ank_code_f1": 0.6702127659574467, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.6774193548387096, |
|
"eval_ank_code_recall": 0.6631578947368421, |
|
"eval_ar_symbol_f1": 0.9652509652509652, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9689922480620154, |
|
"eval_ar_symbol_recall": 0.9615384615384616, |
|
"eval_ccount_number_f1": 0.8018433179723502, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.7532467532467533, |
|
"eval_ccount_number_recall": 0.8571428571428571, |
|
"eval_loss": 0.13273262977600098, |
|
"eval_nvoice_date_f1": 0.8984962406015038, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.9157088122605364, |
|
"eval_nvoice_date_recall": 0.8819188191881919, |
|
"eval_nvoice_number_f1": 0.9080459770114943, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9115384615384615, |
|
"eval_nvoice_number_recall": 0.9045801526717557, |
|
"eval_onst_symbol_f1": 0.9458128078817735, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9696969696969697, |
|
"eval_onst_symbol_recall": 0.9230769230769231, |
|
"eval_ontr_address_f1": 0.7775510204081633, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7855670103092783, |
|
"eval_ontr_address_recall": 0.7696969696969697, |
|
"eval_ontr_name_f1": 0.6243523316062176, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.610126582278481, |
|
"eval_ontr_name_recall": 0.6392572944297082, |
|
"eval_otal_amount_f1": 0.7944162436548223, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.8087855297157622, |
|
"eval_otal_amount_recall": 0.7805486284289277, |
|
"eval_overall_accuracy": 0.9659428250859026, |
|
"eval_overall_f1": 0.820745542949757, |
|
"eval_overall_precision": 0.8167741935483871, |
|
"eval_overall_recall": 0.8247557003257329, |
|
"eval_runtime": 37.7956, |
|
"eval_samples_per_second": 7.25, |
|
"eval_steps_per_second": 3.625, |
|
"eval_ue_date_f1": 0.9295154185022027, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9173913043478261, |
|
"eval_ue_date_recall": 0.9419642857142857, |
|
"step": 1545 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_BAN_f1": 0.9299363057324842, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.9358974358974359, |
|
"eval_BAN_recall": 0.9240506329113924, |
|
"eval_CO_f1": 0.8646080760095012, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.875, |
|
"eval_CO_recall": 0.8544600938967136, |
|
"eval_IC_f1": 0.8312958435207825, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8808290155440415, |
|
"eval_IC_recall": 0.7870370370370371, |
|
"eval_ank_code_f1": 0.7515151515151516, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.8857142857142857, |
|
"eval_ank_code_recall": 0.6526315789473685, |
|
"eval_ar_symbol_f1": 0.9365079365079365, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9672131147540983, |
|
"eval_ar_symbol_recall": 0.9076923076923077, |
|
"eval_ccount_number_f1": 0.8368421052631579, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8983050847457628, |
|
"eval_ccount_number_recall": 0.7832512315270936, |
|
"eval_loss": 0.1233147382736206, |
|
"eval_nvoice_date_f1": 0.8857142857142857, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8581314878892734, |
|
"eval_nvoice_date_recall": 0.915129151291513, |
|
"eval_nvoice_number_f1": 0.9263565891472867, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9409448818897638, |
|
"eval_nvoice_number_recall": 0.9122137404580153, |
|
"eval_onst_symbol_f1": 0.8736842105263157, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9651162790697675, |
|
"eval_onst_symbol_recall": 0.7980769230769231, |
|
"eval_ontr_address_f1": 0.7610619469026548, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7413793103448276, |
|
"eval_ontr_address_recall": 0.7818181818181819, |
|
"eval_ontr_name_f1": 0.6145404663923183, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6363636363636364, |
|
"eval_ontr_name_recall": 0.5941644562334217, |
|
"eval_otal_amount_f1": 0.8072445019404916, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.8387096774193549, |
|
"eval_otal_amount_recall": 0.7780548628428927, |
|
"eval_overall_accuracy": 0.9645403333255417, |
|
"eval_overall_f1": 0.8217904002657365, |
|
"eval_overall_precision": 0.8383598780074552, |
|
"eval_overall_recall": 0.8058631921824104, |
|
"eval_runtime": 38.4412, |
|
"eval_samples_per_second": 7.128, |
|
"eval_steps_per_second": 3.564, |
|
"eval_ue_date_f1": 0.9601769911504425, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9517543859649122, |
|
"eval_ue_date_recall": 0.96875, |
|
"step": 1854 |
|
}, |
|
{ |
|
"epoch": 6.47, |
|
"learning_rate": 9.97360400305634e-06, |
|
"loss": 0.0471, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_BAN_f1": 0.87248322147651, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.9285714285714286, |
|
"eval_BAN_recall": 0.8227848101265823, |
|
"eval_CO_f1": 0.8822269807280513, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.8110236220472441, |
|
"eval_CO_recall": 0.9671361502347418, |
|
"eval_IC_f1": 0.8705357142857143, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8405172413793104, |
|
"eval_IC_recall": 0.9027777777777778, |
|
"eval_ank_code_f1": 0.8409090909090909, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.9135802469135802, |
|
"eval_ank_code_recall": 0.7789473684210526, |
|
"eval_ar_symbol_f1": 0.9578544061302683, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9541984732824428, |
|
"eval_ar_symbol_recall": 0.9615384615384616, |
|
"eval_ccount_number_f1": 0.8211009174311927, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.7682403433476395, |
|
"eval_ccount_number_recall": 0.8817733990147784, |
|
"eval_loss": 0.11663355678319931, |
|
"eval_nvoice_date_f1": 0.8719723183391004, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8208469055374593, |
|
"eval_nvoice_date_recall": 0.9298892988929889, |
|
"eval_nvoice_number_f1": 0.9046728971962616, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.8864468864468864, |
|
"eval_nvoice_number_recall": 0.9236641221374046, |
|
"eval_onst_symbol_f1": 0.9246231155778896, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.968421052631579, |
|
"eval_onst_symbol_recall": 0.8846153846153846, |
|
"eval_ontr_address_f1": 0.7984111221449852, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.78515625, |
|
"eval_ontr_address_recall": 0.8121212121212121, |
|
"eval_ontr_name_f1": 0.6524466750313677, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6190476190476191, |
|
"eval_ontr_name_recall": 0.6896551724137931, |
|
"eval_otal_amount_f1": 0.8135168961201502, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.8165829145728644, |
|
"eval_otal_amount_recall": 0.8104738154613467, |
|
"eval_overall_accuracy": 0.9662233234379748, |
|
"eval_overall_f1": 0.8353948620361561, |
|
"eval_overall_precision": 0.8139678615574784, |
|
"eval_overall_recall": 0.8579804560260587, |
|
"eval_runtime": 38.5677, |
|
"eval_samples_per_second": 7.104, |
|
"eval_steps_per_second": 3.552, |
|
"eval_ue_date_f1": 0.9559471365638766, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9434782608695652, |
|
"eval_ue_date_recall": 0.96875, |
|
"step": 2163 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_BAN_f1": 0.8930817610062892, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.8875, |
|
"eval_BAN_recall": 0.8987341772151899, |
|
"eval_CO_f1": 0.9162790697674419, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9078341013824884, |
|
"eval_CO_recall": 0.9248826291079812, |
|
"eval_IC_f1": 0.8683602771362586, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8663594470046083, |
|
"eval_IC_recall": 0.8703703703703703, |
|
"eval_ank_code_f1": 0.7999999999999999, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.9066666666666666, |
|
"eval_ank_code_recall": 0.7157894736842105, |
|
"eval_ar_symbol_f1": 0.9548872180451128, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9338235294117647, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8827930174563592, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8939393939393939, |
|
"eval_ccount_number_recall": 0.8719211822660099, |
|
"eval_loss": 0.10799495130777359, |
|
"eval_nvoice_date_f1": 0.9162011173184358, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.924812030075188, |
|
"eval_nvoice_date_recall": 0.9077490774907749, |
|
"eval_nvoice_number_f1": 0.9434697855750487, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9641434262948207, |
|
"eval_nvoice_number_recall": 0.9236641221374046, |
|
"eval_onst_symbol_f1": 0.9565217391304348, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9611650485436893, |
|
"eval_onst_symbol_recall": 0.9519230769230769, |
|
"eval_ontr_address_f1": 0.8308004052684904, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.8333333333333334, |
|
"eval_ontr_address_recall": 0.8282828282828283, |
|
"eval_ontr_name_f1": 0.6552179656538969, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6526315789473685, |
|
"eval_ontr_name_recall": 0.6578249336870027, |
|
"eval_otal_amount_f1": 0.8221649484536082, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.8506666666666667, |
|
"eval_otal_amount_recall": 0.7955112219451371, |
|
"eval_overall_accuracy": 0.970758046796475, |
|
"eval_overall_f1": 0.8547513540128016, |
|
"eval_overall_precision": 0.8613959642739001, |
|
"eval_overall_recall": 0.8482084690553746, |
|
"eval_runtime": 38.2743, |
|
"eval_samples_per_second": 7.159, |
|
"eval_steps_per_second": 3.579, |
|
"eval_ue_date_f1": 0.9277899343544858, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9098712446351931, |
|
"eval_ue_date_recall": 0.9464285714285714, |
|
"step": 2472 |
|
}, |
|
{ |
|
"epoch": 8.09, |
|
"learning_rate": 9.884063821197075e-06, |
|
"loss": 0.0372, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_BAN_f1": 0.8795180722891567, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.8390804597701149, |
|
"eval_BAN_recall": 0.9240506329113924, |
|
"eval_CO_f1": 0.9284064665127021, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9136363636363637, |
|
"eval_CO_recall": 0.9436619718309859, |
|
"eval_IC_f1": 0.8747152619589977, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8609865470852018, |
|
"eval_IC_recall": 0.8888888888888888, |
|
"eval_ank_code_f1": 0.8352941176470587, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.9466666666666667, |
|
"eval_ank_code_recall": 0.7473684210526316, |
|
"eval_ar_symbol_f1": 0.9541984732824428, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.946969696969697, |
|
"eval_ar_symbol_recall": 0.9615384615384616, |
|
"eval_ccount_number_f1": 0.8350000000000001, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8477157360406091, |
|
"eval_ccount_number_recall": 0.8226600985221675, |
|
"eval_loss": 0.12702932953834534, |
|
"eval_nvoice_date_f1": 0.8945454545454546, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8817204301075269, |
|
"eval_nvoice_date_recall": 0.9077490774907749, |
|
"eval_nvoice_number_f1": 0.9274809160305344, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9274809160305344, |
|
"eval_nvoice_number_recall": 0.9274809160305344, |
|
"eval_onst_symbol_f1": 0.9809523809523809, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9716981132075472, |
|
"eval_onst_symbol_recall": 0.9903846153846154, |
|
"eval_ontr_address_f1": 0.8193018480492812, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.8329853862212944, |
|
"eval_ontr_address_recall": 0.806060606060606, |
|
"eval_ontr_name_f1": 0.6458072590738423, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6113744075829384, |
|
"eval_ontr_name_recall": 0.6843501326259946, |
|
"eval_otal_amount_f1": 0.8137384412153237, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.8651685393258427, |
|
"eval_otal_amount_recall": 0.7680798004987531, |
|
"eval_overall_accuracy": 0.9676959397863537, |
|
"eval_overall_f1": 0.845589434208381, |
|
"eval_overall_precision": 0.8465556643813255, |
|
"eval_overall_recall": 0.8446254071661238, |
|
"eval_runtime": 38.1734, |
|
"eval_samples_per_second": 7.178, |
|
"eval_steps_per_second": 3.589, |
|
"eval_ue_date_f1": 0.9220489977728286, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.92, |
|
"eval_ue_date_recall": 0.9241071428571429, |
|
"step": 2781 |
|
}, |
|
{ |
|
"epoch": 9.71, |
|
"learning_rate": 9.732262480607207e-06, |
|
"loss": 0.0311, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_BAN_f1": 0.9171974522292994, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.9230769230769231, |
|
"eval_BAN_recall": 0.9113924050632911, |
|
"eval_CO_f1": 0.9241071428571429, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.8808510638297873, |
|
"eval_CO_recall": 0.971830985915493, |
|
"eval_IC_f1": 0.8963963963963965, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8728070175438597, |
|
"eval_IC_recall": 0.9212962962962963, |
|
"eval_ank_code_f1": 0.7529411764705883, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.8533333333333334, |
|
"eval_ank_code_recall": 0.6736842105263158, |
|
"eval_ar_symbol_f1": 0.9477611940298507, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9202898550724637, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8759124087591241, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8653846153846154, |
|
"eval_ccount_number_recall": 0.8866995073891626, |
|
"eval_loss": 0.1187867745757103, |
|
"eval_nvoice_date_f1": 0.905109489051095, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8953068592057761, |
|
"eval_nvoice_date_recall": 0.915129151291513, |
|
"eval_nvoice_number_f1": 0.9251439539347409, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9305019305019305, |
|
"eval_nvoice_number_recall": 0.9198473282442748, |
|
"eval_onst_symbol_f1": 0.9556650246305419, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9797979797979798, |
|
"eval_onst_symbol_recall": 0.9326923076923077, |
|
"eval_ontr_address_f1": 0.7984267453294002, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7777777777777778, |
|
"eval_ontr_address_recall": 0.8202020202020202, |
|
"eval_ontr_name_f1": 0.6929716399506782, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6474654377880185, |
|
"eval_ontr_name_recall": 0.7453580901856764, |
|
"eval_otal_amount_f1": 0.8038507821901324, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.7767441860465116, |
|
"eval_otal_amount_recall": 0.8329177057356608, |
|
"eval_overall_accuracy": 0.9666440709660831, |
|
"eval_overall_f1": 0.8480228680323963, |
|
"eval_overall_precision": 0.82739386427022, |
|
"eval_overall_recall": 0.8697068403908795, |
|
"eval_runtime": 38.1606, |
|
"eval_samples_per_second": 7.18, |
|
"eval_steps_per_second": 3.59, |
|
"eval_ue_date_f1": 0.9145299145299145, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.8770491803278688, |
|
"eval_ue_date_recall": 0.9553571428571429, |
|
"step": 3090 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_BAN_f1": 0.935064935064935, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.96, |
|
"eval_BAN_recall": 0.9113924050632911, |
|
"eval_CO_f1": 0.9419953596287702, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9311926605504587, |
|
"eval_CO_recall": 0.9530516431924883, |
|
"eval_IC_f1": 0.9004524886877829, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8805309734513275, |
|
"eval_IC_recall": 0.9212962962962963, |
|
"eval_ank_code_f1": 0.8304093567251462, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.9342105263157895, |
|
"eval_ank_code_recall": 0.7473684210526316, |
|
"eval_ar_symbol_f1": 0.9548872180451128, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9338235294117647, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8720626631853786, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.9277777777777778, |
|
"eval_ccount_number_recall": 0.8226600985221675, |
|
"eval_loss": 0.12787145376205444, |
|
"eval_nvoice_date_f1": 0.89087656529517, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.8645833333333334, |
|
"eval_nvoice_date_recall": 0.9188191881918819, |
|
"eval_nvoice_number_f1": 0.9108527131782946, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9251968503937008, |
|
"eval_nvoice_number_recall": 0.8969465648854962, |
|
"eval_onst_symbol_f1": 0.9711538461538461, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9711538461538461, |
|
"eval_onst_symbol_recall": 0.9711538461538461, |
|
"eval_ontr_address_f1": 0.8092835519677094, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.8084677419354839, |
|
"eval_ontr_address_recall": 0.8101010101010101, |
|
"eval_ontr_name_f1": 0.692090395480226, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.7401812688821753, |
|
"eval_ontr_name_recall": 0.649867374005305, |
|
"eval_otal_amount_f1": 0.830423940149626, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.830423940149626, |
|
"eval_otal_amount_recall": 0.830423940149626, |
|
"eval_overall_accuracy": 0.9704307987190576, |
|
"eval_overall_f1": 0.8586938641223885, |
|
"eval_overall_precision": 0.8673978065802592, |
|
"eval_overall_recall": 0.8501628664495114, |
|
"eval_runtime": 38.2095, |
|
"eval_samples_per_second": 7.171, |
|
"eval_steps_per_second": 3.585, |
|
"eval_ue_date_f1": 0.9241071428571429, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9241071428571429, |
|
"eval_ue_date_recall": 0.9241071428571429, |
|
"step": 3399 |
|
}, |
|
{ |
|
"epoch": 11.33, |
|
"learning_rate": 9.520135117212065e-06, |
|
"loss": 0.0278, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_BAN_f1": 0.8999999999999999, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.8888888888888888, |
|
"eval_BAN_recall": 0.9113924050632911, |
|
"eval_CO_f1": 0.9059080962800875, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.8483606557377049, |
|
"eval_CO_recall": 0.971830985915493, |
|
"eval_IC_f1": 0.8741721854304636, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8354430379746836, |
|
"eval_IC_recall": 0.9166666666666666, |
|
"eval_ank_code_f1": 0.8651685393258428, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.927710843373494, |
|
"eval_ank_code_recall": 0.8105263157894737, |
|
"eval_ar_symbol_f1": 0.9304029304029305, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.8881118881118881, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8591549295774649, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.820627802690583, |
|
"eval_ccount_number_recall": 0.9014778325123153, |
|
"eval_loss": 0.13282307982444763, |
|
"eval_nvoice_date_f1": 0.9120879120879121, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.9054545454545454, |
|
"eval_nvoice_date_recall": 0.9188191881918819, |
|
"eval_nvoice_number_f1": 0.9168207024029574, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.8888888888888888, |
|
"eval_nvoice_number_recall": 0.9465648854961832, |
|
"eval_onst_symbol_f1": 0.9760765550239234, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9714285714285714, |
|
"eval_onst_symbol_recall": 0.9807692307692307, |
|
"eval_ontr_address_f1": 0.8124373119358075, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.8067729083665338, |
|
"eval_ontr_address_recall": 0.8181818181818182, |
|
"eval_ontr_name_f1": 0.6716791979949875, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.6365795724465558, |
|
"eval_ontr_name_recall": 0.7108753315649867, |
|
"eval_otal_amount_f1": 0.789659224441833, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.7466666666666667, |
|
"eval_otal_amount_recall": 0.8379052369077307, |
|
"eval_overall_accuracy": 0.9653584535190856, |
|
"eval_overall_f1": 0.8471478096438703, |
|
"eval_overall_precision": 0.8205128205128205, |
|
"eval_overall_recall": 0.8755700325732899, |
|
"eval_runtime": 38.3712, |
|
"eval_samples_per_second": 7.141, |
|
"eval_steps_per_second": 3.57, |
|
"eval_ue_date_f1": 0.9452954048140044, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.927038626609442, |
|
"eval_ue_date_recall": 0.9642857142857143, |
|
"step": 3708 |
|
}, |
|
{ |
|
"epoch": 12.94, |
|
"learning_rate": 9.250385892121527e-06, |
|
"loss": 0.0245, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_BAN_f1": 0.9161290322580645, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.9342105263157895, |
|
"eval_BAN_recall": 0.8987341772151899, |
|
"eval_CO_f1": 0.9315068493150686, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9066666666666666, |
|
"eval_CO_recall": 0.9577464788732394, |
|
"eval_IC_f1": 0.8888888888888888, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.8888888888888888, |
|
"eval_IC_recall": 0.8888888888888888, |
|
"eval_ank_code_f1": 0.7865168539325843, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.8433734939759037, |
|
"eval_ank_code_recall": 0.7368421052631579, |
|
"eval_ar_symbol_f1": 0.9694656488549619, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9621212121212122, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8706467661691542, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8793969849246231, |
|
"eval_ccount_number_recall": 0.8620689655172413, |
|
"eval_loss": 0.11764086782932281, |
|
"eval_nvoice_date_f1": 0.9032258064516128, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.9296875, |
|
"eval_nvoice_date_recall": 0.8782287822878229, |
|
"eval_nvoice_number_f1": 0.9132075471698112, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9029850746268657, |
|
"eval_nvoice_number_recall": 0.9236641221374046, |
|
"eval_onst_symbol_f1": 0.9711538461538461, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.9711538461538461, |
|
"eval_onst_symbol_recall": 0.9711538461538461, |
|
"eval_ontr_address_f1": 0.7923771313941826, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.7868525896414342, |
|
"eval_ontr_address_recall": 0.797979797979798, |
|
"eval_ontr_name_f1": 0.6812585499316005, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.7033898305084746, |
|
"eval_ontr_name_recall": 0.6604774535809018, |
|
"eval_otal_amount_f1": 0.8160779537149817, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.7976190476190477, |
|
"eval_otal_amount_recall": 0.8354114713216958, |
|
"eval_overall_accuracy": 0.9685608097052429, |
|
"eval_overall_f1": 0.8519785051294577, |
|
"eval_overall_precision": 0.8518397915988277, |
|
"eval_overall_recall": 0.8521172638436482, |
|
"eval_runtime": 38.2557, |
|
"eval_samples_per_second": 7.162, |
|
"eval_steps_per_second": 3.581, |
|
"eval_ue_date_f1": 0.9434782608695652, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9194915254237288, |
|
"eval_ue_date_recall": 0.96875, |
|
"step": 4017 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_BAN_f1": 0.8711656441717791, |
|
"eval_BAN_number": 79, |
|
"eval_BAN_precision": 0.8452380952380952, |
|
"eval_BAN_recall": 0.8987341772151899, |
|
"eval_CO_f1": 0.9284064665127021, |
|
"eval_CO_number": 213, |
|
"eval_CO_precision": 0.9136363636363637, |
|
"eval_CO_recall": 0.9436619718309859, |
|
"eval_IC_f1": 0.8873239436619719, |
|
"eval_IC_number": 216, |
|
"eval_IC_precision": 0.9, |
|
"eval_IC_recall": 0.875, |
|
"eval_ank_code_f1": 0.8654970760233919, |
|
"eval_ank_code_number": 95, |
|
"eval_ank_code_precision": 0.9736842105263158, |
|
"eval_ank_code_recall": 0.7789473684210526, |
|
"eval_ar_symbol_f1": 0.9694656488549619, |
|
"eval_ar_symbol_number": 130, |
|
"eval_ar_symbol_precision": 0.9621212121212122, |
|
"eval_ar_symbol_recall": 0.9769230769230769, |
|
"eval_ccount_number_f1": 0.8792270531400966, |
|
"eval_ccount_number_number": 203, |
|
"eval_ccount_number_precision": 0.8625592417061612, |
|
"eval_ccount_number_recall": 0.896551724137931, |
|
"eval_loss": 0.1303226500749588, |
|
"eval_nvoice_date_f1": 0.9111111111111111, |
|
"eval_nvoice_date_number": 271, |
|
"eval_nvoice_date_precision": 0.9144981412639405, |
|
"eval_nvoice_date_recall": 0.9077490774907749, |
|
"eval_nvoice_number_f1": 0.9176470588235294, |
|
"eval_nvoice_number_number": 262, |
|
"eval_nvoice_number_precision": 0.9435483870967742, |
|
"eval_nvoice_number_recall": 0.8931297709923665, |
|
"eval_onst_symbol_f1": 0.966183574879227, |
|
"eval_onst_symbol_number": 104, |
|
"eval_onst_symbol_precision": 0.970873786407767, |
|
"eval_onst_symbol_recall": 0.9615384615384616, |
|
"eval_ontr_address_f1": 0.8109756097560976, |
|
"eval_ontr_address_number": 495, |
|
"eval_ontr_address_precision": 0.8159509202453987, |
|
"eval_ontr_address_recall": 0.806060606060606, |
|
"eval_ontr_name_f1": 0.7011173184357542, |
|
"eval_ontr_name_number": 377, |
|
"eval_ontr_name_precision": 0.7404129793510325, |
|
"eval_ontr_name_recall": 0.6657824933687002, |
|
"eval_otal_amount_f1": 0.8505154639175259, |
|
"eval_otal_amount_number": 401, |
|
"eval_otal_amount_precision": 0.88, |
|
"eval_otal_amount_recall": 0.8229426433915212, |
|
"eval_overall_accuracy": 0.9717397910287277, |
|
"eval_overall_f1": 0.8645076007931263, |
|
"eval_overall_precision": 0.8772635814889336, |
|
"eval_overall_recall": 0.8521172638436482, |
|
"eval_runtime": 38.3079, |
|
"eval_samples_per_second": 7.153, |
|
"eval_steps_per_second": 3.576, |
|
"eval_ue_date_f1": 0.9422222222222223, |
|
"eval_ue_date_number": 224, |
|
"eval_ue_date_precision": 0.9380530973451328, |
|
"eval_ue_date_recall": 0.9464285714285714, |
|
"step": 4326 |
|
} |
|
], |
|
"max_steps": 15450, |
|
"num_train_epochs": 50, |
|
"total_flos": 3.23990602113024e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|