| EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TEST_LOSS TEST_PRECISION TEST_RECALL TEST_F1 | |
| 0 14:09:49 0 0.1000 15.53962151833943 4.244518280029297 0.9118 0.939 0.9252 | |
| 1 14:11:26 0 0.1000 4.845319224681173 2.7801873683929443 0.9443 0.9503 0.9473 | |
| 2 14:13:03 0 0.1000 3.726782758321081 2.3820221424102783 0.9537 0.9516 0.9526 | |
| 3 14:14:41 0 0.1000 3.1785400424684798 2.2335431575775146 0.9578 0.9528 0.9553 | |
| 4 14:16:19 0 0.1000 2.757967161280768 2.0756919384002686 0.957 0.9553 0.9561 | |
| 5 14:17:56 0 0.1000 2.5949128819363456 2.0087215900421143 0.9579 0.955 0.9564 | |
| 6 14:19:34 0 0.1000 2.3470180375235423 1.9395112991333008 0.9598 0.9591 0.9594 | |
| 7 14:21:12 0 0.1000 2.1828423604369163 1.9301003217697144 0.9596 0.9559 0.9577 | |
| 8 14:22:50 0 0.1000 2.0348347766058787 1.8262884616851807 0.9589 0.9603 0.9596 | |
| 9 14:24:27 0 0.1000 1.9377417404736792 1.8178833723068237 0.9588 0.9621 0.9604 | |
| 10 14:26:05 0 0.1000 1.813036076085908 1.8426893949508667 0.9607 0.9598 0.9602 | |
| 11 14:27:43 0 0.1000 1.7765897459217481 1.7583370208740234 0.9619 0.9603 0.9611 | |
| 12 14:29:20 0 0.1000 1.6444975961531911 1.7693623304367065 0.9632 0.9621 0.9626 | |
| 13 14:30:58 0 0.1000 1.5822725572756358 1.765952467918396 0.9623 0.9602 0.9612 | |
| 14 14:32:35 0 0.1000 1.553073466675622 1.7894718647003174 0.9594 0.963 0.9612 | |
| 15 14:34:13 0 0.1000 1.4748571410775184 1.8003381490707397 0.9601 0.964 0.962 | |
| 16 14:35:51 0 0.1000 1.4238125967127937 1.8139498233795166 0.9601 0.9636 0.9618 | |
| 17 14:37:28 0 0.1000 1.3790826026882443 1.7965987920761108 0.9629 0.9615 0.9622 | |
| 18 14:39:06 0 0.1000 1.291088818865163 1.8290296792984009 0.9621 0.9614 0.9617 | |
| 19 14:40:43 0 0.1000 1.2610140129923821 1.7584693431854248 0.9625 0.9643 0.9634 | |
| 20 14:42:20 0 0.1000 1.2275751990931374 1.8774065971374512 0.962 0.9618 0.9619 | |
| 21 14:43:57 0 0.1000 1.1979340114763806 1.8019717931747437 0.9624 0.9602 0.9613 | |
| 22 14:45:34 0 0.1000 1.1806797137217862 1.7781935930252075 0.9629 0.9642 0.9635 | |
| 23 14:47:13 0 0.1000 1.1394739314913749 1.8337434530258179 0.9636 0.9632 0.9634 | |
| 24 14:48:50 0 0.1000 1.0519501130495752 1.8774319887161255 0.9628 0.9609 0.9618 | |
| 25 14:50:28 1 0.1000 1.100954131569181 1.8864859342575073 0.9615 0.9636 0.9625 | |
| 26 14:52:06 2 0.1000 1.057584744478975 1.8572862148284912 0.9642 0.9625 0.9633 | |
| 27 14:53:43 0 0.1000 1.0146795794367791 1.8607606887817383 0.9628 0.9628 0.9628 | |
| 28 14:55:20 0 0.1000 0.9600690957690988 1.8925654888153076 0.9634 0.9651 0.9642 | |
| 29 14:56:58 0 0.1000 0.9481105418077537 1.979645848274231 0.9603 0.9634 0.9618 | |
| 30 14:58:35 0 0.1000 0.9291098776672567 1.9733103513717651 0.9619 0.9639 0.9629 | |
| 31 15:00:13 0 0.1000 0.9087527380457946 2.0043067932128906 0.9636 0.9611 0.9623 | |
| 32 15:01:51 1 0.1000 0.915072335835014 1.950758934020996 0.9636 0.9634 0.9635 | |
| 33 15:03:29 0 0.1000 0.8558104248983519 1.9900223016738892 0.963 0.9634 0.9632 | |
| 34 15:05:06 0 0.1000 0.8524943272982325 1.966105580329895 0.9621 0.9633 0.9627 | |
| 35 15:06:44 0 0.1000 0.8059489518404007 2.035790205001831 0.9631 0.9632 0.9631 | |
| 36 15:08:21 0 0.1000 0.802376645377704 2.0276522636413574 0.963 0.9637 0.9633 | |
| 37 15:09:59 0 0.1000 0.7734303757548332 2.0704448223114014 0.9636 0.9621 0.9628 | |
| 38 15:11:37 1 0.1000 0.8183980244610991 2.1211190223693848 0.9599 0.9647 0.9623 | |
| 39 15:13:14 0 0.1000 0.7513905148421015 2.1007323265075684 0.9632 0.964 0.9636 | |
| 40 15:14:52 0 0.1000 0.7191671238413879 2.087796211242676 0.9644 0.9641 0.9642 | |
| 41 15:16:30 0 0.1000 0.7129712775349617 2.100335121154785 0.963 0.9639 0.9634 | |
| 42 15:18:07 1 0.1000 0.7369689066495214 2.105508804321289 0.9631 0.9637 0.9634 | |
| 43 15:19:45 2 0.1000 0.7257552068148341 2.0978152751922607 0.9638 0.9634 0.9636 | |
| 44 15:21:23 0 0.1000 0.6650796306984765 2.141740322113037 0.9642 0.9639 0.964 | |
| 45 15:23:01 1 0.1000 0.6821372433432511 2.1733245849609375 0.9608 0.965 0.9629 | |
| 46 15:24:38 0 0.1000 0.656724417422499 2.1622672080993652 0.9644 0.9631 0.9637 | |
| 47 15:26:15 1 0.1000 0.6591451056301594 2.2142744064331055 0.9643 0.9639 0.9641 | |
| 48 15:27:53 0 0.1000 0.6293413518794946 2.193598985671997 0.963 0.9647 0.9638 | |
| 49 15:29:30 0 0.1000 0.5990375613527639 2.216078281402588 0.9654 0.9631 0.9642 | |
| 50 15:31:08 1 0.1000 0.6161436821733203 2.1942827701568604 0.965 0.9644 0.9647 | |
| 51 15:32:46 0 0.1000 0.5924165271222591 2.219547748565674 0.9646 0.965 0.9648 | |
| 52 15:34:24 1 0.1000 0.6076026542910508 2.2399730682373047 0.9634 0.9648 0.9641 | |
| 53 15:36:01 0 0.1000 0.5490870912160192 2.236833333969116 0.9663 0.9644 0.9653 | |
| 54 15:37:39 1 0.1000 0.5824829494314534 2.2208006381988525 0.9636 0.9637 0.9636 | |
| 55 15:39:17 2 0.1000 0.5880239249340126 2.2467262744903564 0.965 0.9654 0.9652 | |
| 56 15:40:53 3 0.1000 0.5553777018828051 2.3461368083953857 0.9614 0.9639 0.9626 | |
| 57 15:42:31 0 0.1000 0.5378797244812761 2.3112897872924805 0.9639 0.9647 0.9643 | |
| 58 15:44:10 1 0.1000 0.5740910441747733 2.267637252807617 0.9654 0.9629 0.9641 | |
| 59 15:45:47 0 0.1000 0.5219798852290426 2.2918825149536133 0.964 0.9657 0.9648 | |
| 60 15:47:25 1 0.1000 0.5473614977938789 2.2889907360076904 0.9622 0.964 0.9631 | |
| 61 15:49:03 2 0.1000 0.5400661797395774 2.315368175506592 0.9644 0.9631 0.9637 | |
| 62 15:50:41 0 0.1000 0.5198175126952784 2.3462905883789062 0.9637 0.9642 0.9639 | |
| 63 15:52:19 0 0.1000 0.49493123814463613 2.4097986221313477 0.962 0.9642 0.9631 | |
| 64 15:53:57 1 0.1000 0.5276714946542468 2.360485315322876 0.9633 0.9642 0.9637 | |
| 65 15:55:34 2 0.1000 0.5368137103106294 2.375206232070923 0.9638 0.9654 0.9646 | |
| 66 15:57:12 3 0.1000 0.5408811150916986 2.4030628204345703 0.9622 0.9648 0.9635 | |
| 67 15:58:50 0 0.1000 0.48894076751811166 2.3746907711029053 0.9635 0.9628 0.9631 | |
| 68 16:00:28 0 0.1000 0.4882024832069874 2.3438057899475098 0.9645 0.9647 0.9646 | |
| 69 16:02:06 0 0.1000 0.4736090682446957 2.3928401470184326 0.9646 0.9639 0.9642 | |
| 70 16:03:43 1 0.1000 0.4914411915200097 2.411346435546875 0.9646 0.9643 0.9644 | |
| 71 16:05:22 2 0.1000 0.47852161643760543 2.4729483127593994 0.9632 0.964 0.9636 | |
| 72 16:07:00 3 0.1000 0.49663351864687033 2.3827433586120605 0.9642 0.9638 0.964 | |
| 73 16:08:36 0 0.1000 0.46903723776340484 2.4027438163757324 0.9643 0.9651 0.9647 | |
| 74 16:10:14 0 0.1000 0.4431417244885649 2.4366214275360107 0.9637 0.9653 0.9645 | |
| 75 16:11:51 1 0.1000 0.48496482180697575 2.4495489597320557 0.9645 0.9626 0.9635 | |
| 76 16:13:28 0 0.1000 0.4384212973926749 2.4727489948272705 0.9635 0.9635 0.9635 | |
| 77 16:15:06 0 0.1000 0.42797845059207507 2.468564748764038 0.9626 0.9643 0.9634 | |
| 78 16:16:44 1 0.1000 0.42887394587908473 2.447589874267578 0.9636 0.964 0.9638 | |
| 79 16:18:22 2 0.1000 0.43021028520805493 2.4537322521209717 0.9638 0.9648 0.9643 | |
| 80 16:20:00 3 0.1000 0.4629016324877739 2.588277816772461 0.963 0.9626 0.9628 | |
| 81 16:21:37 4 0.1000 0.4560660638979503 2.4805197715759277 0.9637 0.9644 0.964 | |
| 82 16:23:15 0 0.0500 0.40503458923527175 2.4855823516845703 0.9647 0.9646 0.9646 | |
| 83 16:24:51 0 0.0500 0.3901290847786835 2.5098836421966553 0.9637 0.964 0.9638 | |
| 84 16:26:29 0 0.0500 0.3632824167609215 2.4881045818328857 0.9642 0.9641 0.9641 | |
| 85 16:28:06 1 0.0500 0.37045019875679697 2.4893882274627686 0.9638 0.9634 0.9636 | |
| 86 16:29:44 0 0.0500 0.3404670068195888 2.5344595909118652 0.9648 0.9647 0.9647 | |
| 87 16:31:22 1 0.0500 0.3728503674268723 2.520551919937134 0.9634 0.9637 0.9635 | |
| 88 16:32:59 0 0.0500 0.3190461736704622 2.5297036170959473 0.9648 0.9651 0.9649 | |
| 89 16:34:37 1 0.0500 0.3577492491475173 2.5391902923583984 0.9646 0.9654 0.965 | |
| 90 16:36:15 2 0.0500 0.3528366707265377 2.5569868087768555 0.9651 0.9644 0.9647 | |
| 91 16:37:52 3 0.0500 0.3530777031821864 2.5833585262298584 0.9648 0.9637 0.9642 | |
| 92 16:39:29 4 0.0500 0.33293270841240885 2.6314520835876465 0.9644 0.9643 0.9643 | |
| 93 16:41:06 0 0.0250 0.30527275864567077 2.6301252841949463 0.9646 0.9644 0.9645 | |
| 94 16:42:44 0 0.0250 0.28850457540580204 2.611647844314575 0.9646 0.9647 0.9646 | |
| 95 16:44:22 1 0.0250 0.3163468282137598 2.596226453781128 0.9639 0.9652 0.9645 | |
| 96 16:46:00 2 0.0250 0.31011119963867323 2.563284397125244 0.9646 0.9657 0.9651 | |
| 97 16:47:38 3 0.0250 0.29185796731284686 2.608942747116089 0.9643 0.9653 0.9648 | |
| 98 16:49:16 4 0.0250 0.30473590631570135 2.59614896774292 0.9643 0.9649 0.9646 | |
| 99 16:50:53 1 0.0125 0.3352247580885887 2.580585479736328 0.9646 0.9651 0.9648 | |
| 100 16:52:36 2 0.0125 0.3056093268096447 2.577434539794922 0.9644 0.965 0.9647 | |
| 101 16:54:13 0 0.0125 0.2770292399185044 2.5740463733673096 0.9655 0.9656 0.9655 | |
| 102 16:55:50 1 0.0125 0.3082593029098851 2.5895822048187256 0.9649 0.9653 0.9651 | |
| 103 16:57:28 2 0.0125 0.27878663412162236 2.5913496017456055 0.9647 0.965 0.9648 | |
| 104 16:59:10 3 0.0125 0.2984973928758076 2.5944273471832275 0.9652 0.9651 0.9651 | |
| 105 17:00:48 4 0.0125 0.3166655144521168 2.5960845947265625 0.9652 0.9649 0.965 | |
| 106 17:02:26 1 0.0063 0.2879113237772669 2.6127607822418213 0.9652 0.9654 0.9653 | |
| 107 17:04:03 2 0.0063 0.329195787864072 2.61938214302063 0.9651 0.9652 0.9651 | |
| 108 17:05:43 3 0.0063 0.2879964633711747 2.613196611404419 0.9651 0.9647 0.9649 | |
| 109 17:07:24 4 0.0063 0.3023307455437524 2.6062533855438232 0.965 0.9647 0.9648 | |
| 110 17:09:03 1 0.0031 0.2792764174086707 2.604707717895508 0.9652 0.9653 0.9652 | |
| 111 17:10:44 2 0.0031 0.2879683482859816 2.606041193008423 0.9649 0.9652 0.965 | |
| 112 17:12:24 3 0.0031 0.2797912633844784 2.6092140674591064 0.9648 0.9649 0.9648 | |
| 113 17:14:02 4 0.0031 0.296132167322295 2.6131930351257324 0.9649 0.9647 0.9648 | |
| 114 17:15:41 0 0.0016 0.27093453300850734 2.6121180057525635 0.9649 0.9646 0.9647 | |
| 115 17:17:21 1 0.0016 0.2936903647014073 2.612400770187378 0.9648 0.9649 0.9648 | |
| 116 17:18:59 2 0.0016 0.2907272328223501 2.6090798377990723 0.9648 0.9652 0.965 | |
| 117 17:20:36 3 0.0016 0.28697619246585027 2.6083905696868896 0.9648 0.965 0.9649 | |
| 118 17:22:15 0 0.0016 0.2566946869449956 2.611344814300537 0.9646 0.9648 0.9647 | |
| 119 17:23:54 0 0.0016 0.2538058796099254 2.61122989654541 0.9647 0.965 0.9648 | |
| 120 17:25:35 1 0.0016 0.2805879232074533 2.61208176612854 0.9647 0.965 0.9648 | |
| 121 17:27:15 2 0.0016 0.28186203124267717 2.6110482215881348 0.9648 0.965 0.9649 | |
| 122 17:28:57 3 0.0016 0.27321455595748767 2.612175226211548 0.9647 0.965 0.9648 | |
| 123 17:30:35 4 0.0016 0.27317618163568635 2.6137993335723877 0.9648 0.9651 0.9649 | |
| 124 17:32:14 1 0.0008 0.2999723773981844 2.613884210586548 0.9648 0.9651 0.9649 | |
| 125 17:33:52 2 0.0008 0.28664082384535244 2.6147239208221436 0.9647 0.965 0.9648 | |
| 126 17:35:30 3 0.0008 0.32453849400792806 2.6141140460968018 0.9647 0.965 0.9648 | |
| 127 17:37:11 4 0.0008 0.2856041885912418 2.6134583950042725 0.9648 0.965 0.9649 | |
| 128 17:38:49 1 0.0004 0.26057092238749774 2.614034652709961 0.9647 0.965 0.9648 | |
| 129 17:40:27 2 0.0004 0.2681374983063766 2.614490032196045 0.9647 0.965 0.9648 | |
| 130 17:42:04 3 0.0004 0.290520008121218 2.6148643493652344 0.9647 0.965 0.9648 | |
| 131 17:43:42 4 0.0004 0.2687671962593283 2.6145496368408203 0.9647 0.9649 0.9648 | |
| 132 17:45:20 1 0.0002 0.27654298171401026 2.6145007610321045 0.9647 0.965 0.9648 | |
| 133 17:46:57 2 0.0002 0.28803250406469616 2.614103078842163 0.9647 0.965 0.9648 | |
| 134 17:48:35 3 0.0002 0.2822066303874765 2.6140124797821045 0.9647 0.965 0.9648 | |
| 135 17:50:13 4 0.0002 0.27745719562683785 2.6138968467712402 0.9647 0.9649 0.9648 |