| EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 | |
| 1 12:08:26 0 0.2250 9.260852881995115 4.357314109802246 0.7448 0.5788 0.6514 | |
| 2 12:10:18 0 0.2250 4.718442265553908 3.650542736053467 0.7828 0.6102 0.6858 | |
| 3 12:12:03 0 0.2250 4.00937248360027 3.3086931705474854 0.7474 0.6783 0.7112 | |
| 4 12:13:35 0 0.2250 3.6292464451356365 3.309011697769165 0.7186 0.7266 0.7226 | |
| 5 12:15:14 0 0.2250 3.2776674411513587 2.980397939682007 0.8153 0.6649 0.7325 | |
| 6 12:16:55 1 0.2250 3.1418843133883043 3.105419635772705 0.8310 0.6463 0.7271 | |
| 7 12:18:21 0 0.2250 2.90471943508495 2.7731828689575195 0.8054 0.7080 0.7536 | |
| 8 12:19:48 0 0.2250 2.806326400149952 2.779517412185669 0.7976 0.7359 0.7655 | |
| 9 12:21:39 1 0.2250 2.7185161753134293 2.793128252029419 0.8029 0.7155 0.7567 | |
| 10 12:23:14 0 0.2250 2.569801837205887 2.7940151691436768 0.8257 0.7277 0.7737 | |
| 11 12:24:39 0 0.2250 2.483925067836588 2.563488721847534 0.8360 0.7266 0.7775 | |
| 12 12:26:16 0 0.2250 2.4029295853593133 2.6262385845184326 0.8533 0.7208 0.7815 | |
| 13 12:27:48 0 0.2250 2.3608864952217448 2.4089651107788086 0.8263 0.7720 0.7982 | |
| 14 12:29:19 1 0.2250 2.2529080377383663 2.491441011428833 0.7995 0.7935 0.7965 | |
| 15 12:31:04 0 0.2250 2.1768271207809446 2.37196946144104 0.8140 0.7917 0.8027 | |
| 16 12:32:32 0 0.2250 2.107843331586231 2.5245633125305176 0.8381 0.7708 0.8030 | |
| 17 12:34:12 0 0.2250 2.0364403570240195 2.453366994857788 0.8244 0.7894 0.8065 | |
| 18 12:35:52 1 0.2250 2.017781672694466 2.3601646423339844 0.8239 0.7836 0.8032 | |
| 19 12:37:21 0 0.2250 1.927230320464481 2.360044240951538 0.8179 0.7993 0.8085 | |
| 20 12:39:01 1 0.2250 1.904124963554469 2.4554529190063477 0.8452 0.7720 0.8069 | |
| 21 12:40:26 0 0.2250 1.8420404482971537 2.573260545730591 0.8588 0.7818 0.8185 | |
| 22 12:41:59 1 0.2250 1.8097400410608813 2.4855546951293945 0.8132 0.8028 0.8080 | |
| 23 12:43:37 2 0.2250 1.75435917485844 2.5096943378448486 0.8506 0.7749 0.8110 | |
| 24 12:45:10 3 0.2250 1.7364431064237247 2.474473476409912 0.8389 0.7813 0.8090 | |
| 25 12:46:49 0 0.2250 1.721118365092711 2.4124410152435303 0.8285 0.8121 0.8202 | |
| 26 12:48:30 0 0.2250 1.7094352126121521 2.500894069671631 0.8407 0.8010 0.8204 | |
| 27 12:50:08 1 0.2250 1.648809913071719 2.494999885559082 0.8079 0.8098 0.8088 | |
| 28 12:51:33 0 0.2250 1.601921285553412 2.357501983642578 0.8352 0.8168 0.8259 | |
| 29 12:53:11 1 0.2250 1.582011353969574 2.561706781387329 0.8187 0.8220 0.8203 | |
| 30 12:54:50 2 0.2250 1.6127166552977128 2.413987636566162 0.8433 0.8074 0.8250 | |
| 31 12:56:13 3 0.2250 1.5154540021311154 2.4587478637695312 0.8533 0.7987 0.8251 | |
| 32 12:57:43 0 0.2250 1.4954147000204434 2.3382327556610107 0.8418 0.8202 0.8309 | |
| 33 12:59:19 1 0.2250 1.4921749786897138 2.349717140197754 0.8446 0.8156 0.8298 | |
| 34 13:00:45 2 0.2250 1.4663597280328924 2.5646040439605713 0.8201 0.8249 0.8225 | |
| 35 13:02:24 3 0.2250 1.3969510472633622 2.526184558868408 0.8422 0.8197 0.8308 | |
| 36 13:03:43 4 0.2250 1.4120242396538907 2.5475125312805176 0.8466 0.8092 0.8275 | |
| 37 13:05:03 0 0.1125 1.244315370781855 2.533643960952759 0.8580 0.8226 0.8399 | |
| 38 13:06:52 1 0.1125 1.166635655679486 2.435422658920288 0.8475 0.8243 0.8357 | |
| 39 13:08:31 2 0.1125 1.1445340782403945 2.4387664794921875 0.8462 0.8226 0.8342 | |
| 40 13:09:55 3 0.1125 1.1145291312174364 2.422804117202759 0.8469 0.8272 0.8370 | |
| 41 13:11:14 4 0.1125 1.079774167320945 2.462563991546631 0.8582 0.8168 0.8370 | |
| 42 13:13:01 0 0.0562 1.02086601650173 2.470247507095337 0.8545 0.8301 0.8421 | |
| 43 13:14:33 1 0.0562 0.9803625224666161 2.5262420177459717 0.8604 0.8243 0.8419 | |
| 44 13:15:52 0 0.0562 0.9813345396383242 2.5188729763031006 0.8529 0.8330 0.8428 | |
| 45 13:17:19 1 0.0562 0.942213450236754 2.4754765033721924 0.8567 0.8243 0.8402 | |
| 46 13:18:56 2 0.0562 0.9105303836139765 2.5216598510742188 0.8509 0.8330 0.8419 | |
| 47 13:20:30 3 0.0562 0.9123879477381707 2.5284831523895264 0.8590 0.8261 0.8422 | |
| 48 13:21:54 4 0.0562 0.8891585190187801 2.523089647293091 0.8568 0.8249 0.8405 | |
| 49 13:23:26 1 0.0281 0.8590654335238717 2.5021955966949463 0.8535 0.8272 0.8402 | |
| 50 13:24:59 2 0.0281 0.8372379676862196 2.542654037475586 0.8563 0.8249 0.8403 | |
| 51 13:26:34 3 0.0281 0.8254525558515029 2.5343987941741943 0.8555 0.8301 0.8426 | |
| 52 13:28:02 4 0.0281 0.8346864535049958 2.5548853874206543 0.8545 0.8301 0.8421 | |
| 53 13:29:21 1 0.0141 0.8437505754557523 2.5114331245422363 0.8540 0.8301 0.8419 | |
| 54 13:30:42 0 0.0141 0.819384995915673 2.544163703918457 0.8592 0.8307 0.8447 | |
| 55 13:32:05 1 0.0141 0.7826453813097694 2.5780465602874756 0.8565 0.8301 0.8431 | |
| 56 13:33:50 2 0.0141 0.7844770829785954 2.55763578414917 0.8596 0.8301 0.8446 | |
| 57 13:35:10 0 0.0141 0.7985549993135712 2.54221510887146 0.8608 0.8307 0.8455 | |
| 58 13:36:53 1 0.0141 0.7715930988842791 2.5759453773498535 0.8582 0.8307 0.8442 | |
| 59 13:38:14 2 0.0141 0.7729796211827885 2.5753190517425537 0.8581 0.8301 0.8439 | |
| 60 13:39:46 0 0.0141 0.7712099963968451 2.547548294067383 0.8605 0.8360 0.8480 | |
| 61 13:41:27 1 0.0141 0.7705776099454272 2.5444252490997314 0.8629 0.8313 0.8468 | |
| 62 13:42:51 2 0.0141 0.7799509625543247 2.5408847332000732 0.8628 0.8301 0.8461 | |
| 63 13:44:15 3 0.0141 0.8116666778244755 2.523728847503662 0.8576 0.8336 0.8454 | |
| 64 13:45:56 4 0.0141 0.7639283191074024 2.5651512145996094 0.8595 0.8330 0.8461 | |
| 65 13:47:25 0 0.0070 0.7759530014612458 2.567673683166504 0.8616 0.8365 0.8489 | |
| 66 13:49:08 0 0.0070 0.7695621495219794 2.552175283432007 0.8604 0.8389 0.8495 | |
| 67 13:50:51 1 0.0070 0.7593013145706871 2.5460643768310547 0.8613 0.8342 0.8475 | |
| 68 13:52:21 2 0.0070 0.7382296300747178 2.5439980030059814 0.8605 0.8325 0.8462 | |
| 69 13:53:41 3 0.0070 0.7578892254016616 2.552311420440674 0.8600 0.8325 0.8460 | |
| 70 13:54:58 4 0.0070 0.745044620199637 2.5591118335723877 0.8611 0.8365 0.8486 | |
| 71 13:56:19 1 0.0035 0.7627593269402331 2.555922508239746 0.8613 0.8342 0.8475 | |
| 72 13:57:46 2 0.0035 0.7482030161402442 2.559976816177368 0.8631 0.8360 0.8493 | |
| 73 13:59:24 3 0.0035 0.73364306403832 2.560823917388916 0.8639 0.8348 0.8491 | |
| 74 14:00:58 4 0.0035 0.7357871724123305 2.5617048740386963 0.8618 0.8342 0.8478 | |
| 75 14:02:18 1 0.0018 0.7289851367473602 2.566305160522461 0.8622 0.8336 0.8477 | |
| 76 14:03:38 2 0.0018 0.755420696735382 2.560495138168335 0.8628 0.8342 0.8483 | |
| 77 14:04:58 3 0.0018 0.7866576022722505 2.554443359375 0.8622 0.8336 0.8477 | |
| 78 14:06:20 4 0.0018 0.7352739548141306 2.558873176574707 0.8624 0.8348 0.8484 | |
| 79 14:08:07 1 0.0009 0.7309185243465683 2.5565788745880127 0.8622 0.8336 0.8477 | |
| 80 14:09:31 2 0.0009 0.7571565512906421 2.5566999912261963 0.8618 0.8342 0.8478 | |
| 81 14:10:54 3 0.0009 0.7462356501004913 2.557149648666382 0.8623 0.8342 0.8480 | |
| 82 14:12:18 4 0.0009 0.7371259839697317 2.5589756965637207 0.8618 0.8342 0.8478 | |
| 83 14:14:19 1 0.0004 0.7524019899693403 2.557966470718384 0.8618 0.8342 0.8478 | |
| 84 14:15:47 2 0.0004 0.7376465244388039 2.5576038360595703 0.8618 0.8342 0.8478 | |
| 85 14:17:13 3 0.0004 0.7572886076163162 2.555994987487793 0.8618 0.8342 0.8478 | |
| 86 14:18:36 4 0.0004 0.7237505402077328 2.55780029296875 0.8618 0.8342 0.8478 | |
| 87 14:20:19 1 0.0002 0.7330107299780304 2.5574586391448975 0.8618 0.8342 0.8478 | |
| 88 14:21:40 2 0.0002 0.742526525394483 2.5569777488708496 0.8618 0.8342 0.8478 | |
| 89 14:22:59 3 0.0002 0.7292642686854709 2.5572075843811035 0.8618 0.8342 0.8478 | |
| 90 14:24:17 4 0.0002 0.7467888937755065 2.557696580886841 0.8618 0.8342 0.8478 | |
| 91 14:26:00 1 0.0001 0.7299463244324381 2.5578420162200928 0.8624 0.8348 0.8484 | |
| 92 14:27:37 2 0.0001 0.7448124819181182 2.5578646659851074 0.8624 0.8348 0.8484 | |
| 93 14:28:57 3 0.0001 0.7596798680045388 2.557996988296509 0.8618 0.8342 0.8478 | |
| 94 14:30:15 4 0.0001 0.7280257533897053 2.558229446411133 0.8618 0.8342 0.8478 |