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<!DOCTYPE html>
<html lang="en">
<head>
<style>
* {
box-sizing: border-box;
}
.img-container {
float: left;
width: 50%;
padding: 5px;
}
.clearfix::after {
content: "";
clear: both;
display: table;
}
</style>
</head>
<body>
<div>
<h1 align="center"> Training Results:</h1>
<div style="height:700px;width:700px;border:1px solid #ccc;font:16px/26px Calibri, Garamond, Serif;overflow:auto;margin: auto;">
<p>vocab_size: 11182<br>
training on cuda with lr=0.0003<br>
epoch 0: 0 loss=9.496718406677246. Took 33.643 seconds.<br>
epoch 0: 1 loss=8.135826110839844. Took 0.838 seconds.<br>
epoch 0: 2 loss=7.569666385650635. Took 0.582 seconds.<br>
epoch 0: 3 loss=7.511025905609131. Took 0.574 seconds.<br>
epoch 0: 4 loss=7.513252258300781. Took 0.579 seconds.<br>
epoch 0: 5 loss=7.132951259613037. Took 0.588 seconds.<br>
epoch 0: 6 loss=7.566641330718994. Took 0.649 seconds.<br>
epoch 0: 7 loss=7.025420188903809. Took 0.609 seconds.<br>
epoch 0: 8 loss=7.018706321716309. Took 0.582 seconds.<br>
epoch 0: 9 loss=7.112074851989746. Took 0.59 seconds.<br>
epoch 0: 10 loss=6.890685081481934. Took 0.569 seconds.<br>
epoch 0: 11 loss=7.05146598815918. Took 0.652 seconds.<br>
epoch 0: 12 loss=6.687996864318848. Took 21.196 seconds.<br>
epoch 0: 13 loss=6.779719829559326. Took 1.369 seconds.<br>
epoch 0: 14 loss=6.574254035949707. Took 0.567 seconds.<br>
epoch 0: 15 loss=6.588911056518555. Took 0.59 seconds.<br>
epoch 0: 16 loss=6.8706512451171875. Took 0.646 seconds.<br>
epoch 0: 17 loss=6.59004020690918. Took 0.593 seconds.<br>
epoch 0: 18 loss=6.325451850891113. Took 3.008 seconds.<br>
epoch 0: 19 loss=6.052286148071289. Took 0.583 seconds.<br>
epoch 0: 20 loss=6.0217156410217285. Took 0.584 seconds.<br>
epoch 0: 21 loss=6.3580322265625. Took 0.632 seconds.<br>
epoch 0: 22 loss=6.097912311553955. Took 0.623 seconds.<br>
epoch 0: 23 loss=6.024882793426514. Took 0.601 seconds.<br>
epoch 0: 24 loss=5.8318562507629395. Took 25.275 seconds.<br>
epoch 0: 25 loss=5.932229518890381. Took 0.591 seconds.<br>
epoch 0: 26 loss=5.806641578674316. Took 0.543 seconds.<br>
epoch 0: 27 loss=5.777651786804199. Took 0.627 seconds.<br>
epoch 0: 28 loss=6.078594207763672. Took 0.596 seconds.<br>
epoch 0: 29 loss=5.79682731628418. Took 0.586 seconds.<br>
epoch 0: 30 loss=6.033421516418457. Took 0.624 seconds.<br>
epoch 0: 31 loss=5.888133525848389. Took 0.58 seconds.<br>
epoch 0: 32 loss=6.136218070983887. Took 0.577 seconds.<br>
epoch 0: 33 loss=6.2154107093811035. Took 0.687 seconds.<br>
epoch 0: 34 loss=5.908663272857666. Took 0.59 seconds.<br>
epoch 0: 35 loss=5.9932379722595215. Took 0.595 seconds.<br>
epoch 0: 36 loss=6.156067371368408. Took 15.806 seconds.<br>
epoch 0: 37 loss=5.7433762550354. Took 0.644 seconds.<br>
epoch 0: 38 loss=5.729787349700928. Took 0.576 seconds.<br>
epoch 0: 39 loss=5.846214771270752. Took 0.61 seconds.<br>
epoch 0: 40 loss=5.572554111480713. Took 1.484 seconds.<br>
epoch 0: 41 loss=5.701971530914307. Took 0.598 seconds.<br>
epoch 0: 42 loss=5.761440753936768. Took 0.574 seconds.<br>
epoch 0: 43 loss=5.735886573791504. Took 0.577 seconds.<br>
epoch 0: 44 loss=5.785036563873291. Took 0.617 seconds.<br>
epoch 0: 45 loss=5.940954208374023. Took 0.672 seconds.<br>
epoch 0: 46 loss=5.851200103759766. Took 0.592 seconds.<br>
epoch 0: 47 loss=5.443218231201172. Took 0.541 seconds.<br>
epoch 0: 48 loss=5.5914506912231445. Took 13.633 seconds.<br>
epoch 0: 49 loss=5.77353572845459. Took 0.837 seconds.<br>
epoch 0: 50 loss=5.687485694885254. Took 0.628 seconds.<br>
epoch 0: 51 loss=5.609908103942871. Took 0.631 seconds.<br>
epoch 0: 52 loss=5.712270259857178. Took 0.606 seconds.<br>
epoch 0: 53 loss=5.8804402351379395. Took 0.657 seconds.<br>
epoch 0: 54 loss=5.697905540466309. Took 1.423 seconds.<br>
epoch 0: 55 loss=5.542890548706055. Took 0.671 seconds.<br>
epoch 0: 56 loss=6.1302642822265625. Took 0.644 seconds.<br>
epoch 0: 57 loss=5.577674865722656. Took 0.539 seconds.<br>
epoch 0: 58 loss=6.112468719482422. Took 0.59 seconds.<br>
epoch 0: 59 loss=5.779749393463135. Took 0.594 seconds.<br>
epoch 0: 60 loss=5.736257553100586. Took 16.613 seconds.<br>
epoch 0: 61 loss=6.205333709716797. Took 0.612 seconds.<br>
epoch 0: 62 loss=5.883729457855225. Took 0.61 seconds.<br>
epoch 0: 63 loss=5.691842079162598. Took 0.7 seconds.<br>
epoch 0: 64 loss=5.852728366851807. Took 2.067 seconds.<br>
epoch 0: 65 loss=6.1519293785095215. Took 0.621 seconds.<br>
epoch 0: 66 loss=5.550387859344482. Took 0.655 seconds.<br>
epoch 0: 67 loss=5.770026206970215. Took 0.63 seconds.<br>
epoch 0: 68 loss=5.420706748962402. Took 0.572 seconds.<br>
epoch 0: 69 loss=6.008484840393066. Took 0.741 seconds.<br>
epoch 0: 70 loss=5.900614261627197. Took 0.608 seconds.<br>
epoch 0: 71 loss=5.794125556945801. Took 0.608 seconds.<br>
epoch 0: 72 loss=6.050593376159668. Took 9.397 seconds.<br>
epoch 0: 73 loss=5.83069372177124. Took 0.596 seconds.<br>
epoch 0: 74 loss=5.673777103424072. Took 21.829 seconds.<br>
epoch 0: 75 loss=5.953942775726318. Took 0.607 seconds.<br>
epoch 0: 76 loss=5.901548385620117. Took 0.634 seconds.<br>
epoch 0: 77 loss=5.693181037902832. Took 0.579 seconds.<br>
epoch 0: 78 loss=5.599875450134277. Took 0.57 seconds.<br>
epoch 0: 79 loss=5.720864772796631. Took 0.579 seconds.<br>
epoch 0: 80 loss=5.785909175872803. Took 0.607 seconds.<br>
epoch 0: 81 loss=6.0177507400512695. Took 0.956 seconds.<br>
epoch 0: 82 loss=5.699089527130127. Took 0.566 seconds.<br>
epoch 0: 83 loss=5.628116130828857. Took 0.596 seconds.<br>
epoch 0: 84 loss=5.9432902336120605. Took 0.621 seconds.<br>
epoch 0: 85 loss=5.632678031921387. Took 0.563 seconds.<br>
epoch 0: 86 loss=5.860610485076904. Took 6.062 seconds.<br>
epoch 0: 87 loss=5.425967216491699. Took 0.592 seconds.<br>
epoch 0: 88 loss=6.0643792152404785. Took 0.564 seconds.<br>
epoch 0: 89 loss=6.074886798858643. Took 0.716 seconds.<br>
epoch 0: 90 loss=5.810803413391113. Took 0.625 seconds.<br>
epoch 0: 91 loss=5.561056137084961. Took 0.614 seconds.<br>
epoch 0: 92 loss=5.945149898529053. Took 0.648 seconds.<br>
epoch 0: 93 loss=5.887626647949219. Took 0.751 seconds.<br>
epoch 0: 94 loss=5.626245975494385. Took 0.668 seconds.<br>
epoch 0: 95 loss=6.187558174133301. Took 0.618 seconds.<br>
epoch 0: 96 loss=5.868753433227539. Took 0.826 seconds.<br>
epoch 0: 97 loss=5.78160285949707. Took 0.553 seconds.<br>
epoch 0: 98 loss=5.767528057098389. Took 8.223 seconds.<br>
epoch 0: 99 loss=5.60820198059082. Took 0.621 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
epoch 0: 100 loss=5.952216625213623. Took 129.891 seconds.<br>
epoch 0: 101 loss=5.569060325622559. Took 0.578 seconds.<br>
epoch 0: 102 loss=5.932913303375244. Took 0.559 seconds.<br>
epoch 0: 103 loss=5.67409610748291. Took 0.552 seconds.<br>
epoch 0: 104 loss=5.984268665313721. Took 0.678 seconds.<br>
epoch 0: 105 loss=5.615654945373535. Took 0.566 seconds.<br>
epoch 0: 106 loss=5.816373825073242. Took 0.7 seconds.<br>
epoch 0: 107 loss=5.83831787109375. Took 0.618 seconds.<br>
epoch 0: 108 loss=5.817500591278076. Took 0.567 seconds.<br>
epoch 0: 109 loss=5.714724063873291. Took 0.594 seconds.<br>
epoch 0: 110 loss=5.733186721801758. Took 0.606 seconds.<br>
epoch 0: 111 loss=5.548499584197998. Took 0.6 seconds.<br>
epoch 0: 112 loss=5.640625953674316. Took 0.633 seconds.<br>
epoch 0: 113 loss=5.825821399688721. Took 0.761 seconds.<br>
epoch 0: 114 loss=5.629926681518555. Took 0.609 seconds.<br>
epoch 0: 115 loss=6.014163017272949. Took 0.608 seconds.<br>
epoch 0: 116 loss=5.820555210113525. Took 0.622 seconds.<br>
epoch 0: 117 loss=5.811437606811523. Took 0.592 seconds.<br>
epoch 0: 118 loss=5.36051082611084. Took 0.589 seconds.<br>
epoch 0: 119 loss=5.654211521148682. Took 0.574 seconds.<br>
epoch 0: 120 loss=5.759134292602539. Took 0.639 seconds.<br>
epoch 0: 121 loss=5.4718780517578125. Took 0.545 seconds.<br>
epoch 0: 122 loss=5.625733375549316. Took 0.583 seconds.<br>
epoch 0: 123 loss=5.8158793449401855. Took 0.593 seconds.<br>
epoch 0: 124 loss=5.923720359802246. Took 0.573 seconds.<br>
epoch 0: 125 loss=6.231945037841797. Took 0.738 seconds.<br>
epoch 0: 126 loss=5.664357662200928. Took 0.65 seconds.<br>
epoch 0: 127 loss=5.6722917556762695. Took 0.561 seconds.<br>
epoch 0: 128 loss=5.800748348236084. Took 0.673 seconds.<br>
epoch 0: 129 loss=5.2412495613098145. Took 0.603 seconds.<br>
epoch 0: 130 loss=5.414304733276367. Took 0.654 seconds.<br>
epoch 0: 131 loss=5.56027364730835. Took 0.607 seconds.<br>
epoch 0: 132 loss=5.388704776763916. Took 0.566 seconds.<br>
epoch 0: 133 loss=5.799786567687988. Took 0.565 seconds.<br>
epoch 0: 134 loss=5.604564189910889. Took 2.497 seconds.<br>
epoch 0: 135 loss=5.608260154724121. Took 0.578 seconds.<br>
epoch 0: 136 loss=5.46157169342041. Took 1.805 seconds.<br>
epoch 0: 137 loss=5.616784572601318. Took 0.574 seconds.<br>
epoch 0: 138 loss=5.711956024169922. Took 0.599 seconds.<br>
epoch 0: 139 loss=5.674307346343994. Took 2.947 seconds.<br>
epoch 0: 140 loss=5.785579204559326. Took 0.569 seconds.<br>
epoch 0: 141 loss=6.049034595489502. Took 0.837 seconds.<br>
epoch 0: 142 loss=5.9308390617370605. Took 0.671 seconds.<br>
epoch 0: 143 loss=5.626356601715088. Took 0.553 seconds.<br>
epoch 0: 144 loss=5.497697353363037. Took 0.654 seconds.<br>
epoch 0: 145 loss=5.6720757484436035. Took 0.575 seconds.<br>
epoch 0: 146 loss=5.885528087615967. Took 0.86 seconds.<br>
epoch 0: 147 loss=5.671421527862549. Took 0.6 seconds.<br>
epoch 0: 148 loss=5.7051591873168945. Took 3.917 seconds.<br>
epoch 0: 149 loss=5.376620292663574. Took 0.56 seconds.<br>
epoch 0: 150 loss=6.151305675506592. Took 0.785 seconds.<br>
epoch 0: 151 loss=5.9907941818237305. Took 3.191 seconds.<br>
epoch 0: 152 loss=5.699862480163574. Took 0.621 seconds.<br>
epoch 0: 153 loss=5.6499834060668945. Took 0.565 seconds.<br>
epoch 0: 154 loss=5.5953521728515625. Took 0.652 seconds.<br>
epoch 0: 155 loss=5.897582054138184. Took 0.64 seconds.<br>
epoch 0: 156 loss=6.136575222015381. Took 0.658 seconds.<br>
epoch 0: 157 loss=6.151056289672852. Took 0.797 seconds.<br>
epoch 0: 158 loss=6.471489906311035. Took 0.654 seconds.<br>
epoch 0: 159 loss=5.711149215698242. Took 0.612 seconds.<br>
epoch 0: 160 loss=6.005481719970703. Took 0.657 seconds.<br>
epoch 0: 161 loss=5.853160858154297. Took 0.851 seconds.<br>
epoch 0: 162 loss=5.958585739135742. Took 0.617 seconds.<br>
epoch 0: 163 loss=5.925526142120361. Took 4.077 seconds.<br>
epoch 0: 164 loss=6.666659832000732. Took 0.806 seconds.<br>
epoch 0: 165 loss=5.731932163238525. Took 0.596 seconds.<br>
epoch 0: 166 loss=6.085151672363281. Took 0.59 seconds.<br>
epoch 0: 167 loss=5.762326240539551. Took 0.639 seconds.<br>
epoch 0: 168 loss=5.619373798370361. Took 0.684 seconds.<br>
epoch 0: 169 loss=5.535213947296143. Took 0.598 seconds.<br>
epoch 0: 170 loss=5.778257369995117. Took 0.589 seconds.<br>
epoch 0: 171 loss=5.635212421417236. Took 0.606 seconds.<br>
epoch 0: 172 loss=5.4993391036987305. Took 0.631 seconds.<br>
epoch 0: 173 loss=5.690304279327393. Took 0.616 seconds.<br>
epoch 0: 174 loss=5.884721755981445. Took 0.657 seconds.<br>
epoch 0: 175 loss=5.98515510559082. Took 3.142 seconds.<br>
epoch 0: 176 loss=5.619161605834961. Took 0.615 seconds.<br>
epoch 0: 177 loss=5.708014965057373. Took 0.601 seconds.<br>
epoch 0: 178 loss=5.595991611480713. Took 0.556 seconds.<br>
epoch 0: 179 loss=5.650055885314941. Took 0.65 seconds.<br>
epoch 0: 180 loss=5.552473545074463. Took 0.559 seconds.<br>
epoch 0: 181 loss=6.0024542808532715. Took 0.626 seconds.<br>
epoch 0: 182 loss=5.965756416320801. Took 0.573 seconds.<br>
epoch 0: 183 loss=5.712970733642578. Took 0.581 seconds.<br>
epoch 0: 184 loss=5.801302433013916. Took 0.661 seconds.<br>
epoch 0: 185 loss=5.405029773712158. Took 0.653 seconds.<br>
epoch 0: 186 loss=5.596231460571289. Took 0.609 seconds.<br>
epoch 0: 187 loss=6.035260200500488. Took 0.69 seconds.<br>
epoch 0: 188 loss=6.001745700836182. Took 0.726 seconds.<br>
epoch 0: 189 loss=5.773996353149414. Took 0.671 seconds.<br>
epoch 0: 190 loss=5.404315948486328. Took 0.6 seconds.<br>
epoch 0: 191 loss=5.531721591949463. Took 0.833 seconds.<br>
epoch 0: 192 loss=5.523001194000244. Took 0.593 seconds.<br>
epoch 0: 193 loss=5.939746856689453. Took 0.715 seconds.<br>
epoch 0: 194 loss=5.578554630279541. Took 0.705 seconds.<br>
epoch 0: 195 loss=5.893748760223389. Took 0.603 seconds.<br>
epoch 0: 196 loss=5.672921180725098. Took 0.598 seconds.<br>
epoch 0: 197 loss=5.8665080070495605. Took 0.722 seconds.<br>
epoch 0: 198 loss=5.7307305335998535. Took 0.642 seconds.<br>
epoch 0: 199 loss=5.538686752319336. Took 0.646 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
<EOS><br>
BLEU score diff: 0<br>
<br>
epoch 0: 200 loss=5.482143402099609. Took 12.489 seconds.<br>
epoch 0: 201 loss=5.441387176513672. Took 0.583 seconds.<br>
epoch 0: 202 loss=5.991128921508789. Took 0.733 seconds.<br>
epoch 0: 203 loss=5.626166820526123. Took 0.592 seconds.<br>
epoch 0: 204 loss=5.4829254150390625. Took 0.576 seconds.<br>
epoch 0: 205 loss=5.726954936981201. Took 0.564 seconds.<br>
epoch 0: 206 loss=5.688292503356934. Took 0.621 seconds.<br>
epoch 0: 207 loss=5.779758453369141. Took 0.599 seconds.<br>
epoch 0: 208 loss=5.875005722045898. Took 0.583 seconds.<br>
epoch 0: 209 loss=5.605838298797607. Took 0.551 seconds.<br>
epoch 0: 210 loss=5.609681129455566. Took 0.68 seconds.<br>
epoch 0: 211 loss=5.834892272949219. Took 0.591 seconds.<br>
epoch 0: 212 loss=5.526226043701172. Took 0.615 seconds.<br>
epoch 0: 213 loss=5.632737636566162. Took 0.605 seconds.<br>
epoch 0: 214 loss=5.319587707519531. Took 0.595 seconds.<br>
epoch 0: 215 loss=5.475276947021484. Took 0.628 seconds.<br>
epoch 0: 216 loss=5.7436604499816895. Took 0.59 seconds.<br>
epoch 0: 217 loss=5.581406116485596. Took 0.579 seconds.<br>
epoch 0: 218 loss=5.546955108642578. Took 0.602 seconds.<br>
epoch 0: 219 loss=6.064021110534668. Took 0.668 seconds.<br>
epoch 0: 220 loss=5.555446624755859. Took 0.605 seconds.<br>
epoch 0: 221 loss=5.65895414352417. Took 0.634 seconds.<br>
epoch 0: 222 loss=5.813570022583008. Took 0.588 seconds.<br>
epoch 0: 223 loss=5.4477081298828125. Took 0.616 seconds.<br>
epoch 0: 224 loss=6.589809417724609. Took 0.725 seconds.<br>
epoch 0: 225 loss=5.70392370223999. Took 0.817 seconds.<br>
epoch 0: 226 loss=5.615962505340576. Took 0.779 seconds.<br>
epoch 0: 227 loss=5.567958354949951. Took 0.625 seconds.<br>
epoch 0: 228 loss=5.71319055557251. Took 0.743 seconds.<br>
epoch 0: 229 loss=5.940506935119629. Took 0.606 seconds.<br>
epoch 0: 230 loss=5.275559425354004. Took 0.645 seconds.<br>
epoch 0: 231 loss=5.495249271392822. Took 0.637 seconds.<br>
epoch 0: 232 loss=6.057867527008057. Took 0.671 seconds.<br>
epoch 0: 233 loss=5.974466323852539. Took 0.685 seconds.<br>
epoch 0: 234 loss=5.641753196716309. Took 0.631 seconds.<br>
epoch 0: 235 loss=5.942497730255127. Took 0.729 seconds.<br>
epoch 0: 236 loss=5.591370582580566. Took 0.657 seconds.<br>
epoch 0: 237 loss=5.436934947967529. Took 0.601 seconds.<br>
epoch 0: 238 loss=5.294070243835449. Took 0.571 seconds.<br>
epoch 0: 239 loss=5.586927890777588. Took 0.696 seconds.<br>
epoch 0: 240 loss=5.549323558807373. Took 0.833 seconds.<br>
epoch 0: 241 loss=5.336238861083984. Took 0.617 seconds.<br>
epoch 0: 242 loss=5.156601428985596. Took 0.618 seconds.<br>
epoch 0: 243 loss=5.445516586303711. Took 0.595 seconds.<br>
epoch 0: 244 loss=5.103804111480713. Took 0.672 seconds.<br>
epoch 0: 245 loss=5.297091007232666. Took 0.562 seconds.<br>
epoch 0: 246 loss=5.753612995147705. Took 0.644 seconds.<br>
epoch 0: 247 loss=5.156940937042236. Took 0.555 seconds.<br>
epoch 0: 248 loss=5.211233139038086. Took 0.684 seconds.<br>
epoch 0: 249 loss=5.040300369262695. Took 0.595 seconds.<br>
epoch 0: 250 loss=5.406817436218262. Took 0.61 seconds.<br>
epoch 0: 251 loss=5.321470737457275. Took 0.623 seconds.<br>
epoch 0: 252 loss=5.400729656219482. Took 0.666 seconds.<br>
epoch 0: 253 loss=5.111114501953125. Took 0.55 seconds.<br>
epoch 0: 254 loss=5.207591533660889. Took 0.549 seconds.<br>
epoch 0: 255 loss=6.005906581878662. Took 0.775 seconds.<br>
epoch 0: 256 loss=5.553525447845459. Took 0.634 seconds.<br>
epoch 0: 257 loss=5.598964691162109. Took 0.648 seconds.<br>
epoch 0: 258 loss=5.5572710037231445. Took 0.673 seconds.<br>
epoch 0: 259 loss=5.171316146850586. Took 0.599 seconds.<br>
epoch 0: 260 loss=5.321502685546875. Took 0.598 seconds.<br>
epoch 0: 261 loss=5.566990375518799. Took 0.61 seconds.<br>
epoch 0: 262 loss=5.513182640075684. Took 0.603 seconds.<br>
epoch 0: 263 loss=6.086134433746338. Took 0.94 seconds.<br>
epoch 0: 264 loss=5.176242828369141. Took 0.571 seconds.<br>
epoch 0: 265 loss=5.333374500274658. Took 0.631 seconds.<br>
epoch 0: 266 loss=5.284743309020996. Took 0.57 seconds.<br>
epoch 0: 267 loss=5.407965183258057. Took 0.649 seconds.<br>
epoch 0: 268 loss=5.831085205078125. Took 0.704 seconds.<br>
epoch 0: 269 loss=5.365874290466309. Took 0.633 seconds.<br>
epoch 0: 270 loss=5.288483142852783. Took 0.648 seconds.<br>
epoch 0: 271 loss=5.038589000701904. Took 0.615 seconds.<br>
epoch 0: 272 loss=5.647764205932617. Took 0.598 seconds.<br>
epoch 0: 273 loss=5.317758083343506. Took 0.571 seconds.<br>
epoch 0: 274 loss=5.418376922607422. Took 0.584 seconds.<br>
epoch 0: 275 loss=5.027454853057861. Took 0.557 seconds.<br>
epoch 0: 276 loss=5.626992225646973. Took 0.586 seconds.<br>
epoch 0: 277 loss=5.324136734008789. Took 0.642 seconds.<br>
epoch 0: 278 loss=5.098465442657471. Took 0.592 seconds.<br>
epoch 0: 279 loss=5.55548620223999. Took 0.647 seconds.<br>
epoch 0: 280 loss=5.157283782958984. Took 0.641 seconds.<br>
epoch 0: 281 loss=5.196929454803467. Took 0.614 seconds.<br>
epoch 0: 282 loss=5.1438775062561035. Took 0.63 seconds.<br>
epoch 0: 283 loss=4.98958683013916. Took 0.569 seconds.<br>
epoch 0: 284 loss=5.441816806793213. Took 0.98 seconds.<br>
epoch 0: 285 loss=5.172037124633789. Took 0.655 seconds.<br>
epoch 0: 286 loss=5.3549275398254395. Took 0.617 seconds.<br>
epoch 0: 287 loss=5.35750675201416. Took 0.6 seconds.<br>
epoch 0: 288 loss=5.148979663848877. Took 0.555 seconds.<br>
epoch 0: 289 loss=5.0750579833984375. Took 0.601 seconds.<br>
epoch 0: 290 loss=5.46928071975708. Took 0.68 seconds.<br>
epoch 0: 291 loss=5.302153587341309. Took 0.627 seconds.<br>
epoch 0: 292 loss=5.244440078735352. Took 0.613 seconds.<br>
epoch 0: 293 loss=5.186060905456543. Took 0.632 seconds.<br>
epoch 0: 294 loss=5.1415839195251465. Took 0.9 seconds.<br>
epoch 0: 295 loss=5.186228275299072. Took 0.638 seconds.<br>
epoch 0: 296 loss=5.135361194610596. Took 0.667 seconds.<br>
epoch 0: 297 loss=5.268735408782959. Took 0.604 seconds.<br>
epoch 0: 298 loss=5.365488052368164. Took 0.747 seconds.<br>
epoch 0: 299 loss=5.0073561668396. Took 0.633 seconds.<br>
/usr/local/lib/python3.8/dist-packages/nltk/translate/bleu_score.py:552: UserWarning: <br>
The hypothesis contains 0 counts of 3-gram overlaps.<br>
Therefore the BLEU score evaluates to 0, independently of<br>
how many N-gram overlaps of lower order it contains.<br>
Consider using lower n-gram order or use SmoothingFunction()<br>
warnings.warn(_msg)<br>
/usr/local/lib/python3.8/dist-packages/nltk/translate/bleu_score.py:552: UserWarning: <br>
The hypothesis contains 0 counts of 4-gram overlaps.<br>
Therefore the BLEU score evaluates to 0, independently of<br>
how many N-gram overlaps of lower order it contains.<br>
Consider using lower n-gram order or use SmoothingFunction()<br>
warnings.warn(_msg)<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
Man in the background.<br>
BLEU score diff: 5.780789590099596e-155<br>
<br>
/usr/local/lib/python3.8/dist-packages/nltk/translate/bleu_score.py:552: UserWarning: <br>
The hypothesis contains 0 counts of 2-gram overlaps.<br>
Therefore the BLEU score evaluates to 0, independently of<br>
how many N-gram overlaps of lower order it contains.<br>
Consider using lower n-gram order or use SmoothingFunction()<br>
warnings.warn(_msg)<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
Man in the background.<br>
BLEU score diff: 6.085166479973199e-232<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
Man in the background.<br>
BLEU score diff: 9.53091075863908e-155<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
Man in the background.<br>
BLEU score diff: 1.1931009847695213e-231<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
Man in the background.<br>
BLEU score diff: 4.9823743656555826e-155<br>
<br>
epoch 0: 300 loss=4.946826457977295. Took 12.109 seconds.<br>
epoch 0: 301 loss=4.783349990844727. Took 0.631 seconds.<br>
epoch 0: 302 loss=5.075489044189453. Took 0.609 seconds.<br>
epoch 0: 303 loss=5.654767990112305. Took 0.71 seconds.<br>
epoch 0: 304 loss=5.278304576873779. Took 0.58 seconds.<br>
epoch 0: 305 loss=5.065074443817139. Took 0.609 seconds.<br>
epoch 0: 306 loss=5.26972770690918. Took 0.587 seconds.<br>
epoch 0: 307 loss=4.800879955291748. Took 0.64 seconds.<br>
epoch 0: 308 loss=5.531442165374756. Took 0.619 seconds.<br>
epoch 0: 309 loss=4.781656742095947. Took 0.623 seconds.<br>
epoch 0: 310 loss=5.826685905456543. Took 0.749 seconds.<br>
epoch 0: 311 loss=4.8349761962890625. Took 0.706 seconds.<br>
epoch 0: 312 loss=5.17315673828125. Took 0.611 seconds.<br>
epoch 0: 313 loss=4.875555515289307. Took 0.612 seconds.<br>
epoch 0: 314 loss=5.15869140625. Took 0.614 seconds.<br>
epoch 0: 315 loss=4.903819561004639. Took 0.595 seconds.<br>
epoch 0: 316 loss=5.174696922302246. Took 0.637 seconds.<br>
epoch 0: 317 loss=5.161136150360107. Took 0.74 seconds.<br>
epoch 0: 318 loss=4.8754472732543945. Took 0.568 seconds.<br>
epoch 0: 319 loss=5.1407294273376465. Took 0.555 seconds.<br>
epoch 0: 320 loss=5.357969284057617. Took 0.591 seconds.<br>
epoch 0: 321 loss=5.539299011230469. Took 0.764 seconds.<br>
epoch 0: 322 loss=5.0567307472229. Took 0.618 seconds.<br>
epoch 0: 323 loss=5.176800727844238. Took 0.656 seconds.<br>
epoch 0: 324 loss=5.01843786239624. Took 0.585 seconds.<br>
epoch 0: 325 loss=5.5831146240234375. Took 0.64 seconds.<br>
epoch 0: 326 loss=5.795319557189941. Took 0.739 seconds.<br>
epoch 0: 327 loss=4.926323890686035. Took 0.598 seconds.<br>
epoch 0: 328 loss=5.12665319442749. Took 0.633 seconds.<br>
epoch 0: 329 loss=4.903683185577393. Took 0.599 seconds.<br>
epoch 0: 330 loss=5.011940002441406. Took 0.73 seconds.<br>
epoch 0: 331 loss=5.226653099060059. Took 0.601 seconds.<br>
epoch 0: 332 loss=5.383763790130615. Took 0.632 seconds.<br>
epoch 0: 333 loss=5.362238883972168. Took 0.599 seconds.<br>
epoch 0: 334 loss=5.2878594398498535. Took 0.608 seconds.<br>
epoch 0: 335 loss=5.170628547668457. Took 0.639 seconds.<br>
epoch 0: 336 loss=5.028223514556885. Took 0.614 seconds.<br>
epoch 0: 337 loss=5.326991081237793. Took 0.612 seconds.<br>
epoch 0: 338 loss=4.688329219818115. Took 0.587 seconds.<br>
epoch 0: 339 loss=5.259950637817383. Took 0.838 seconds.<br>
epoch 0: 340 loss=5.312636375427246. Took 0.888 seconds.<br>
epoch 0: 341 loss=4.860315322875977. Took 0.59 seconds.<br>
epoch 0: 342 loss=5.181511878967285. Took 0.615 seconds.<br>
epoch 0: 343 loss=4.888454914093018. Took 0.592 seconds.<br>
epoch 0: 344 loss=5.129889965057373. Took 0.614 seconds.<br>
epoch 0: 345 loss=5.236992359161377. Took 0.699 seconds.<br>
epoch 0: 346 loss=4.869028568267822. Took 0.658 seconds.<br>
epoch 0: 347 loss=5.348995685577393. Took 0.592 seconds.<br>
epoch 0: 348 loss=5.087062835693359. Took 0.597 seconds.<br>
epoch 0: 349 loss=4.692864894866943. Took 0.602 seconds.<br>
epoch 0: 350 loss=5.160767078399658. Took 0.644 seconds.<br>
epoch 0: 351 loss=4.96535587310791. Took 0.616 seconds.<br>
epoch 0: 352 loss=5.2422075271606445. Took 0.65 seconds.<br>
epoch 0: 353 loss=4.520145416259766. Took 0.623 seconds.<br>
epoch 0: 354 loss=5.091493129730225. Took 0.661 seconds.<br>
epoch 0: 355 loss=4.543455123901367. Took 0.613 seconds.<br>
epoch 0: 356 loss=4.928633689880371. Took 0.642 seconds.<br>
epoch 0: 357 loss=5.144094944000244. Took 0.669 seconds.<br>
epoch 0: 358 loss=4.541287422180176. Took 0.627 seconds.<br>
epoch 0: 359 loss=4.558894634246826. Took 0.588 seconds.<br>
epoch 0: 360 loss=5.180465221405029. Took 0.577 seconds.<br>
epoch 0: 361 loss=4.864707946777344. Took 0.613 seconds.<br>
epoch 0: 362 loss=5.0555291175842285. Took 0.633 seconds.<br>
epoch 0: 363 loss=5.190059185028076. Took 0.634 seconds.<br>
epoch 0: 364 loss=5.346175193786621. Took 0.673 seconds.<br>
epoch 0: 365 loss=4.598952770233154. Took 0.656 seconds.<br>
epoch 0: 366 loss=5.32725715637207. Took 0.602 seconds.<br>
epoch 0: 367 loss=4.928942680358887. Took 0.622 seconds.<br>
epoch 0: 368 loss=5.106029987335205. Took 0.635 seconds.<br>
epoch 0: 369 loss=5.304937839508057. Took 0.591 seconds.<br>
epoch 0: 370 loss=4.998569011688232. Took 0.621 seconds.<br>
epoch 0: 371 loss=5.280700206756592. Took 0.656 seconds.<br>
epoch 0: 372 loss=5.390945911407471. Took 0.709 seconds.<br>
epoch 0: 373 loss=4.593471527099609. Took 0.586 seconds.<br>
epoch 0: 374 loss=4.948431968688965. Took 0.58 seconds.<br>
epoch 0: 375 loss=4.96769905090332. Took 0.635 seconds.<br>
epoch 0: 376 loss=4.591339588165283. Took 0.608 seconds.<br>
epoch 0: 377 loss=4.788565158843994. Took 0.575 seconds.<br>
epoch 0: 378 loss=5.039539337158203. Took 0.557 seconds.<br>
epoch 0: 379 loss=5.0025434494018555. Took 0.606 seconds.<br>
epoch 0: 380 loss=5.1244988441467285. Took 0.812 seconds.<br>
epoch 0: 381 loss=5.408674716949463. Took 0.789 seconds.<br>
epoch 0: 382 loss=5.217746734619141. Took 0.578 seconds.<br>
epoch 0: 383 loss=4.9131760597229. Took 0.556 seconds.<br>
epoch 0: 384 loss=4.919039726257324. Took 0.604 seconds.<br>
epoch 0: 385 loss=4.99565315246582. Took 0.712 seconds.<br>
epoch 0: 386 loss=4.642701148986816. Took 0.571 seconds.<br>
epoch 0: 387 loss=4.879083156585693. Took 0.645 seconds.<br>
epoch 0: 388 loss=4.979090690612793. Took 0.616 seconds.<br>
epoch 0: 389 loss=4.670650482177734. Took 0.569 seconds.<br>
epoch 0: 390 loss=4.749049663543701. Took 0.573 seconds.<br>
epoch 0: 391 loss=4.765495777130127. Took 0.71 seconds.<br>
epoch 0: 392 loss=5.000659465789795. Took 0.572 seconds.<br>
epoch 0: 393 loss=5.288369178771973. Took 0.628 seconds.<br>
epoch 0: 394 loss=5.193617820739746. Took 0.639 seconds.<br>
epoch 0: 395 loss=4.51616096496582. Took 0.826 seconds.<br>
epoch 0: 396 loss=4.583905220031738. Took 0.628 seconds.<br>
epoch 0: 397 loss=5.349338054656982. Took 0.63 seconds.<br>
epoch 0: 398 loss=4.749817848205566. Took 0.635 seconds.<br>
epoch 0: 399 loss=4.832182884216309. Took 0.627 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
Man in the background.<br>
BLEU score diff: 5.780789590099596e-155<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
Man in the man in the background.<br>
BLEU score diff: 1.1200407237786664e-231<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
Man in the background.<br>
BLEU score diff: 9.53091075863908e-155<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
Man in the street.<br>
BLEU score diff: 1.1931009847695213e-231<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
Man in the background.<br>
BLEU score diff: 4.9823743656555826e-155<br>
<br>
/content/drive/Shareddrives/CS175/CS-175-Image-Caption/eval.py:88: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).<br>
fig = plt.figure() # figsize=(5, 3)<br>
Streaming output truncated to the last 5000 lines.<br>
epoch 17: 240 loss=3.0480940341949463. Took 0.679 seconds.<br>
epoch 17: 241 loss=3.3206238746643066. Took 0.608 seconds.<br>
epoch 17: 242 loss=3.3715317249298096. Took 0.656 seconds.<br>
epoch 17: 243 loss=3.351346015930176. Took 0.606 seconds.<br>
epoch 17: 244 loss=3.30057692527771. Took 0.607 seconds.<br>
epoch 17: 245 loss=3.4981937408447266. Took 0.626 seconds.<br>
epoch 17: 246 loss=3.2343244552612305. Took 0.89 seconds.<br>
epoch 17: 247 loss=3.125511884689331. Took 0.652 seconds.<br>
epoch 17: 248 loss=3.3473095893859863. Took 0.615 seconds.<br>
epoch 17: 249 loss=3.200005292892456. Took 0.628 seconds.<br>
epoch 17: 250 loss=3.016880512237549. Took 0.717 seconds.<br>
epoch 17: 251 loss=3.2614197731018066. Took 0.68 seconds.<br>
epoch 17: 252 loss=3.2908809185028076. Took 0.647 seconds.<br>
epoch 17: 253 loss=3.2982239723205566. Took 0.649 seconds.<br>
epoch 17: 254 loss=3.383265972137451. Took 0.608 seconds.<br>
epoch 17: 255 loss=3.117757797241211. Took 0.727 seconds.<br>
epoch 17: 256 loss=3.0565507411956787. Took 0.694 seconds.<br>
epoch 17: 257 loss=3.426501989364624. Took 0.608 seconds.<br>
epoch 17: 258 loss=3.560497283935547. Took 0.626 seconds.<br>
epoch 17: 259 loss=3.086002826690674. Took 0.991 seconds.<br>
epoch 17: 260 loss=3.386467933654785. Took 0.644 seconds.<br>
epoch 17: 261 loss=2.944941520690918. Took 0.682 seconds.<br>
epoch 17: 262 loss=3.4035284519195557. Took 0.645 seconds.<br>
epoch 17: 263 loss=2.981330394744873. Took 0.681 seconds.<br>
epoch 17: 264 loss=3.4117825031280518. Took 0.678 seconds.<br>
epoch 17: 265 loss=3.1981732845306396. Took 0.669 seconds.<br>
epoch 17: 266 loss=3.6513795852661133. Took 0.605 seconds.<br>
epoch 17: 267 loss=3.310120105743408. Took 0.677 seconds.<br>
epoch 17: 268 loss=3.4244165420532227. Took 0.594 seconds.<br>
epoch 17: 269 loss=3.3095815181732178. Took 0.665 seconds.<br>
epoch 17: 270 loss=3.687610149383545. Took 0.641 seconds.<br>
epoch 17: 271 loss=3.3411900997161865. Took 0.65 seconds.<br>
epoch 17: 272 loss=3.2286899089813232. Took 0.7 seconds.<br>
epoch 17: 273 loss=3.6549999713897705. Took 0.621 seconds.<br>
epoch 17: 274 loss=3.378795623779297. Took 0.676 seconds.<br>
epoch 17: 275 loss=3.2332122325897217. Took 0.704 seconds.<br>
epoch 17: 276 loss=3.1464481353759766. Took 0.768 seconds.<br>
epoch 17: 277 loss=3.363131284713745. Took 0.6 seconds.<br>
epoch 17: 278 loss=3.3019509315490723. Took 0.653 seconds.<br>
epoch 17: 279 loss=2.804300546646118. Took 0.678 seconds.<br>
epoch 17: 280 loss=3.3445427417755127. Took 0.662 seconds.<br>
epoch 17: 281 loss=3.2936980724334717. Took 0.615 seconds.<br>
epoch 17: 282 loss=3.1931874752044678. Took 0.668 seconds.<br>
epoch 17: 283 loss=3.517022132873535. Took 0.632 seconds.<br>
epoch 17: 284 loss=3.115248680114746. Took 0.665 seconds.<br>
epoch 17: 285 loss=3.248265027999878. Took 0.676 seconds.<br>
epoch 17: 286 loss=3.4832398891448975. Took 0.654 seconds.<br>
epoch 17: 287 loss=3.168137550354004. Took 0.669 seconds.<br>
epoch 17: 288 loss=3.479221820831299. Took 0.613 seconds.<br>
epoch 17: 289 loss=3.581170082092285. Took 0.662 seconds.<br>
epoch 17: 290 loss=3.396733045578003. Took 0.628 seconds.<br>
epoch 17: 291 loss=3.4922003746032715. Took 0.63 seconds.<br>
epoch 17: 292 loss=3.257737159729004. Took 0.649 seconds.<br>
epoch 17: 293 loss=3.5581648349761963. Took 0.62 seconds.<br>
epoch 17: 294 loss=3.171722412109375. Took 0.708 seconds.<br>
epoch 17: 295 loss=3.2630064487457275. Took 0.681 seconds.<br>
epoch 17: 296 loss=3.2616465091705322. Took 0.678 seconds.<br>
epoch 17: 297 loss=3.122849225997925. Took 0.631 seconds.<br>
epoch 17: 298 loss=3.1952600479125977. Took 0.648 seconds.<br>
epoch 17: 299 loss=3.4654650688171387. Took 0.651 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
Little girl in pink shirt and jeans.<br>
BLEU score diff: 5.021333847570327e-78<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
Woman in black shirt is looking at the camera.<br>
BLEU score diff: 9.53091075863908e-155<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
The little boy is swimming trunks is swimming trunks.<br>
BLEU score diff: 1.384292958842266e-231<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
Group of people are standing in the middle of the background.<br>
BLEU score diff: 9.064562738204195e-155<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
Man in white shirt and white shirt is standing next to him.<br>
BLEU score diff: 0.23462350320528<br>
<br>
epoch 17: 300 loss=3.286318302154541. Took 8.121 seconds.<br>
epoch 17: 301 loss=3.6211488246917725. Took 0.604 seconds.<br>
epoch 17: 302 loss=3.136988639831543. Took 0.664 seconds.<br>
epoch 17: 303 loss=3.6352009773254395. Took 0.64 seconds.<br>
epoch 17: 304 loss=3.396155595779419. Took 0.615 seconds.<br>
epoch 17: 305 loss=3.1792688369750977. Took 0.715 seconds.<br>
epoch 17: 306 loss=3.582078218460083. Took 0.62 seconds.<br>
epoch 17: 307 loss=3.4020097255706787. Took 0.646 seconds.<br>
epoch 17: 308 loss=3.1980714797973633. Took 0.646 seconds.<br>
epoch 17: 309 loss=3.13051700592041. Took 0.682 seconds.<br>
epoch 17: 310 loss=3.50651478767395. Took 0.606 seconds.<br>
epoch 17: 311 loss=3.295663833618164. Took 0.709 seconds.<br>
epoch 17: 312 loss=3.0406830310821533. Took 0.706 seconds.<br>
epoch 17: 313 loss=3.3274245262145996. Took 0.654 seconds.<br>
epoch 17: 314 loss=3.1366705894470215. Took 0.707 seconds.<br>
epoch 17: 315 loss=3.3526062965393066. Took 0.687 seconds.<br>
epoch 17: 316 loss=3.2510879039764404. Took 0.708 seconds.<br>
epoch 17: 317 loss=3.543212652206421. Took 0.64 seconds.<br>
epoch 17: 318 loss=3.2947499752044678. Took 0.858 seconds.<br>
epoch 17: 319 loss=3.391932964324951. Took 0.656 seconds.<br>
epoch 17: 320 loss=2.977790594100952. Took 0.736 seconds.<br>
epoch 17: 321 loss=3.089524030685425. Took 0.663 seconds.<br>
epoch 17: 322 loss=3.3567986488342285. Took 0.626 seconds.<br>
epoch 17: 323 loss=3.449044704437256. Took 0.634 seconds.<br>
epoch 17: 324 loss=3.3944740295410156. Took 0.743 seconds.<br>
epoch 17: 325 loss=3.566960334777832. Took 0.613 seconds.<br>
epoch 17: 326 loss=3.3421730995178223. Took 0.619 seconds.<br>
epoch 17: 327 loss=3.4090189933776855. Took 0.648 seconds.<br>
epoch 17: 328 loss=3.3773767948150635. Took 0.697 seconds.<br>
epoch 17: 329 loss=2.8427019119262695. Took 0.903 seconds.<br>
epoch 17: 330 loss=3.059211254119873. Took 0.778 seconds.<br>
epoch 17: 331 loss=3.343376398086548. Took 0.636 seconds.<br>
epoch 17: 332 loss=3.4901559352874756. Took 0.625 seconds.<br>
epoch 17: 333 loss=3.2706315517425537. Took 0.646 seconds.<br>
epoch 17: 334 loss=3.3535828590393066. Took 0.646 seconds.<br>
epoch 17: 335 loss=3.4733142852783203. Took 0.614 seconds.<br>
epoch 17: 336 loss=3.334852457046509. Took 0.62 seconds.<br>
epoch 17: 337 loss=3.142145872116089. Took 0.686 seconds.<br>
epoch 17: 338 loss=3.049985647201538. Took 0.717 seconds.<br>
epoch 17: 339 loss=3.128270149230957. Took 0.598 seconds.<br>
epoch 17: 340 loss=3.2992870807647705. Took 0.691 seconds.<br>
epoch 17: 341 loss=3.272382974624634. Took 0.645 seconds.<br>
epoch 17: 342 loss=3.461428642272949. Took 0.598 seconds.<br>
epoch 17: 343 loss=3.1602721214294434. Took 0.658 seconds.<br>
epoch 17: 344 loss=3.1154065132141113. Took 0.739 seconds.<br>
epoch 17: 345 loss=3.3390698432922363. Took 0.625 seconds.<br>
epoch 17: 346 loss=3.164372682571411. Took 0.952 seconds.<br>
epoch 17: 347 loss=3.140833616256714. Took 0.691 seconds.<br>
epoch 17: 348 loss=3.557131052017212. Took 0.619 seconds.<br>
epoch 17: 349 loss=3.302945852279663. Took 0.629 seconds.<br>
epoch 17: 350 loss=3.487218141555786. Took 0.637 seconds.<br>
epoch 17: 351 loss=3.4429399967193604. Took 0.623 seconds.<br>
epoch 17: 352 loss=2.864886522293091. Took 0.809 seconds.<br>
epoch 17: 353 loss=3.3884809017181396. Took 0.667 seconds.<br>
epoch 17: 354 loss=3.4679510593414307. Took 0.62 seconds.<br>
epoch 17: 355 loss=3.1012730598449707. Took 0.794 seconds.<br>
epoch 17: 356 loss=3.272698163986206. Took 0.663 seconds.<br>
epoch 17: 357 loss=3.637575387954712. Took 0.678 seconds.<br>
epoch 17: 358 loss=3.577331781387329. Took 0.665 seconds.<br>
epoch 17: 359 loss=3.1944708824157715. Took 0.707 seconds.<br>
epoch 17: 360 loss=3.081669807434082. Took 0.781 seconds.<br>
epoch 17: 361 loss=2.797887086868286. Took 0.711 seconds.<br>
epoch 17: 362 loss=3.3384435176849365. Took 0.647 seconds.<br>
epoch 17: 363 loss=3.1124460697174072. Took 0.713 seconds.<br>
epoch 17: 364 loss=3.612734794616699. Took 0.584 seconds.<br>
epoch 17: 365 loss=3.4543917179107666. Took 0.687 seconds.<br>
epoch 17: 366 loss=3.3549060821533203. Took 0.595 seconds.<br>
epoch 17: 367 loss=3.2997848987579346. Took 0.716 seconds.<br>
epoch 17: 368 loss=3.4541659355163574. Took 0.645 seconds.<br>
epoch 17: 369 loss=3.2298519611358643. Took 0.696 seconds.<br>
epoch 17: 370 loss=3.1350364685058594. Took 0.785 seconds.<br>
epoch 17: 371 loss=3.2021405696868896. Took 0.68 seconds.<br>
epoch 17: 372 loss=3.306502103805542. Took 0.657 seconds.<br>
epoch 17: 373 loss=3.1531782150268555. Took 0.662 seconds.<br>
epoch 17: 374 loss=3.054635524749756. Took 0.678 seconds.<br>
epoch 17: 375 loss=3.277543306350708. Took 0.645 seconds.<br>
epoch 17: 376 loss=3.554996967315674. Took 0.624 seconds.<br>
epoch 17: 377 loss=3.38840913772583. Took 0.665 seconds.<br>
epoch 17: 378 loss=3.1963694095611572. Took 0.7 seconds.<br>
epoch 17: 379 loss=3.3265879154205322. Took 0.594 seconds.<br>
epoch 17: 380 loss=3.2320852279663086. Took 0.625 seconds.<br>
epoch 17: 381 loss=3.5462677478790283. Took 0.618 seconds.<br>
epoch 17: 382 loss=3.404360294342041. Took 0.683 seconds.<br>
epoch 17: 383 loss=3.2125163078308105. Took 0.668 seconds.<br>
epoch 17: 384 loss=3.3664698600769043. Took 0.667 seconds.<br>
epoch 17: 385 loss=3.059539318084717. Took 0.65 seconds.<br>
epoch 17: 386 loss=3.1195404529571533. Took 0.742 seconds.<br>
epoch 17: 387 loss=3.2410032749176025. Took 0.664 seconds.<br>
epoch 17: 388 loss=2.9186604022979736. Took 0.764 seconds.<br>
epoch 17: 389 loss=3.436000347137451. Took 0.603 seconds.<br>
epoch 17: 390 loss=3.645564556121826. Took 0.639 seconds.<br>
epoch 17: 391 loss=3.0083858966827393. Took 0.723 seconds.<br>
epoch 17: 392 loss=3.6239848136901855. Took 0.666 seconds.<br>
epoch 17: 393 loss=3.1772005558013916. Took 0.67 seconds.<br>
epoch 17: 394 loss=3.1036529541015625. Took 0.866 seconds.<br>
epoch 17: 395 loss=3.1602509021759033. Took 0.664 seconds.<br>
epoch 17: 396 loss=3.1851580142974854. Took 0.668 seconds.<br>
epoch 17: 397 loss=3.033991575241089. Took 0.772 seconds.<br>
epoch 17: 398 loss=3.521395683288574. Took 1.438 seconds.<br>
epoch 17: 399 loss=3.537165880203247. Took 0.608 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
Little girl in pink shirt and jeans.<br>
BLEU score diff: 5.021333847570327e-78<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
Two women are sitting on the bench.<br>
BLEU score diff: 1.1200407237786664e-231<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
Two children are swimming in the water.<br>
BLEU score diff: 5.395774370246974e-78<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
Group of people are standing in the middle of the audience.<br>
BLEU score diff: 9.064562738204195e-155<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
Man in white shirt and white shirt is sitting on the background.<br>
BLEU score diff: 0.2620251007173262<br>
<br>
epoch 17: 400 loss=3.30151104927063. Took 7.627 seconds.<br>
epoch 17: 401 loss=2.9314756393432617. Took 0.633 seconds.<br>
epoch 17: 402 loss=3.4192209243774414. Took 0.638 seconds.<br>
epoch 17: 403 loss=3.1643922328948975. Took 0.623 seconds.<br>
epoch 17: 404 loss=3.0080323219299316. Took 0.734 seconds.<br>
epoch 17: 405 loss=3.662083625793457. Took 0.654 seconds.<br>
epoch 17: 406 loss=3.0244805812835693. Took 0.773 seconds.<br>
epoch 17: 407 loss=3.4686572551727295. Took 0.679 seconds.<br>
epoch 17: 408 loss=3.3486530780792236. Took 0.669 seconds.<br>
epoch 17: 409 loss=3.6182358264923096. Took 0.613 seconds.<br>
epoch 17: 410 loss=3.1878812313079834. Took 0.649 seconds.<br>
epoch 17: 411 loss=3.151491641998291. Took 0.651 seconds.<br>
epoch 17: 412 loss=3.011030673980713. Took 0.684 seconds.<br>
epoch 17: 413 loss=3.3379604816436768. Took 0.653 seconds.<br>
epoch 17: 414 loss=3.2727346420288086. Took 0.7 seconds.<br>
epoch 17: 415 loss=2.906895875930786. Took 0.755 seconds.<br>
epoch 17: 416 loss=2.8570306301116943. Took 0.742 seconds.<br>
epoch 17: 417 loss=3.1890828609466553. Took 0.66 seconds.<br>
epoch 17: 418 loss=3.3203723430633545. Took 0.65 seconds.<br>
epoch 17: 419 loss=3.1238954067230225. Took 0.672 seconds.<br>
epoch 17: 420 loss=3.116485834121704. Took 0.628 seconds.<br>
epoch 17: 421 loss=3.287041187286377. Took 0.644 seconds.<br>
epoch 17: 422 loss=3.478814125061035. Took 0.627 seconds.<br>
epoch 17: 423 loss=3.4099743366241455. Took 0.646 seconds.<br>
epoch 17: 424 loss=3.0456371307373047. Took 0.7 seconds.<br>
epoch 17: 425 loss=3.46077823638916. Took 0.63 seconds.<br>
epoch 17: 426 loss=3.0774805545806885. Took 0.685 seconds.<br>
epoch 17: 427 loss=3.1426589488983154. Took 0.963 seconds.<br>
epoch 17: 428 loss=3.283844232559204. Took 0.627 seconds.<br>
epoch 17: 429 loss=3.2975504398345947. Took 0.628 seconds.<br>
epoch 17: 430 loss=3.3289198875427246. Took 0.685 seconds.<br>
epoch 17: 431 loss=3.08610200881958. Took 0.691 seconds.<br>
epoch 17: 432 loss=2.9399938583374023. Took 0.71 seconds.<br>
epoch 17: 433 loss=3.360307455062866. Took 0.643 seconds.<br>
epoch 17: 434 loss=3.5452003479003906. Took 0.602 seconds.<br>
epoch 17: 435 loss=3.243398666381836. Took 0.691 seconds.<br>
epoch 17: 436 loss=3.303711175918579. Took 0.721 seconds.<br>
epoch 17: 437 loss=3.4034578800201416. Took 0.649 seconds.<br>
epoch 17: 438 loss=3.1692330837249756. Took 0.644 seconds.<br>
epoch 17: 439 loss=3.747924566268921. Took 0.597 seconds.<br>
epoch 17: 440 loss=3.3141491413116455. Took 0.701 seconds.<br>
epoch 17: 441 loss=3.190443754196167. Took 0.784 seconds.<br>
epoch 17: 442 loss=3.469041109085083. Took 0.626 seconds.<br>
epoch 17: 443 loss=3.4859812259674072. Took 0.6 seconds.<br>
epoch 17: 444 loss=3.1514010429382324. Took 0.604 seconds.<br>
epoch 17: 445 loss=3.2272140979766846. Took 0.796 seconds.<br>
epoch 17: 446 loss=3.350041151046753. Took 0.609 seconds.<br>
epoch 17: 447 loss=3.6060311794281006. Took 0.615 seconds.<br>
epoch 17: 448 loss=3.1993818283081055. Took 0.636 seconds.<br>
epoch 17: 449 loss=3.1630728244781494. Took 0.876 seconds.<br>
epoch 17: 450 loss=2.9888691902160645. Took 0.721 seconds.<br>
epoch 17: 451 loss=3.1214985847473145. Took 0.791 seconds.<br>
epoch 17: 452 loss=3.489124059677124. Took 0.631 seconds.<br>
epoch 17: 453 loss=3.2743027210235596. Took 0.678 seconds.<br>
epoch 17: 454 loss=3.6262094974517822. Took 0.619 seconds.<br>
epoch 17: 455 loss=3.1800966262817383. Took 0.651 seconds.<br>
epoch 17: 456 loss=3.3087968826293945. Took 0.659 seconds.<br>
epoch 17: 457 loss=3.179274797439575. Took 0.65 seconds.<br>
epoch 17: 458 loss=2.9557290077209473. Took 0.65 seconds.<br>
epoch 17: 459 loss=3.3697400093078613. Took 0.758 seconds.<br>
epoch 17: 460 loss=3.1068384647369385. Took 0.647 seconds.<br>
epoch 17: 461 loss=3.183722734451294. Took 0.652 seconds.<br>
epoch 17: 462 loss=3.3617420196533203. Took 0.675 seconds.<br>
epoch 17: 463 loss=3.3275234699249268. Took 0.631 seconds.<br>
epoch 17: 464 loss=3.3842320442199707. Took 0.62 seconds.<br>
epoch 17: 465 loss=3.303431510925293. Took 0.598 seconds.<br>
epoch 17: 466 loss=3.4098894596099854. Took 0.638 seconds.<br>
epoch 17: 467 loss=3.4354090690612793. Took 0.63 seconds.<br>
epoch 17: 468 loss=3.261914014816284. Took 0.711 seconds.<br>
epoch 17: 469 loss=3.21222186088562. Took 0.661 seconds.<br>
epoch 17: 470 loss=3.129796028137207. Took 0.697 seconds.<br>
epoch 17: 471 loss=3.6268362998962402. Took 0.638 seconds.<br>
epoch 17: 472 loss=3.3304691314697266. Took 0.631 seconds.<br>
epoch 17: 473 loss=3.3599894046783447. Took 0.643 seconds.<br>
epoch 17: 474 loss=3.2004294395446777. Took 0.65 seconds.<br>
epoch 17: 475 loss=3.333840847015381. Took 0.649 seconds.<br>
epoch 17: 476 loss=3.202444076538086. Took 0.738 seconds.<br>
epoch 17: 477 loss=3.2268264293670654. Took 0.613 seconds.<br>
epoch 17: 478 loss=3.2271740436553955. Took 0.624 seconds.<br>
epoch 17: 479 loss=2.832064628601074. Took 0.701 seconds.<br>
epoch 17: 480 loss=3.3159282207489014. Took 0.644 seconds.<br>
epoch 17: 481 loss=3.502382278442383. Took 0.632 seconds.<br>
epoch 17: 482 loss=3.642361879348755. Took 0.62 seconds.<br>
epoch 17: 483 loss=3.175950765609741. Took 0.685 seconds.<br>
epoch 17: 484 loss=3.3836419582366943. Took 0.662 seconds.<br>
epoch 17: 485 loss=3.204805374145508. Took 0.684 seconds.<br>
epoch 17: 486 loss=3.0476889610290527. Took 0.68 seconds.<br>
epoch 17: 487 loss=3.4280483722686768. Took 0.667 seconds.<br>
epoch 17: 488 loss=3.3044626712799072. Took 0.63 seconds.<br>
epoch 17: 489 loss=3.5538089275360107. Took 0.677 seconds.<br>
epoch 17: 490 loss=3.1682491302490234. Took 0.682 seconds.<br>
epoch 17: 491 loss=3.2367119789123535. Took 0.73 seconds.<br>
epoch 17: 492 loss=3.4468636512756348. Took 0.641 seconds.<br>
epoch 17: 493 loss=3.0290331840515137. Took 0.663 seconds.<br>
epoch 17: 494 loss=3.1484227180480957. Took 0.671 seconds.<br>
epoch 17: 495 loss=3.2616000175476074. Took 0.742 seconds.<br>
epoch 17: 496 loss=3.2849836349487305. Took 0.637 seconds.<br>
epoch 17: 497 loss=3.1431829929351807. Took 0.636 seconds.<br>
epoch 17: 498 loss=3.1403727531433105. Took 0.669 seconds.<br>
epoch 17: 499 loss=2.8011484146118164. Took 0.709 seconds.<br>
['Little girl still in the carrier that parent would put on them.', 'Baby sits in carrier that has been places on the ground.', 'Little girl in green child carrier placed on the round.', 'Baby is in their car seat that is aqua in color.', 'Toddler is trapped in backpack contraption.']<br>
Little girl in pink shirt and jeans.<br>
BLEU score diff: 5.021333847570327e-78<br>
<br>
['An elderly woman with white hair and glasses is next to window and in front of an open cash register drawer.', 'Elderly woman is looking inside her register and looking through her glasses.', 'Woman with white hair is observing something while sitting at desk.', 'An elderly woman in pink shirt is utilizing an antique cash register.', 'An old lady working at cash <UNK>.']<br>
Woman in black jacket is sitting on the subway.<br>
BLEU score diff: 1.4875195904069663e-231<br>
<br>
['Boy is standing in pool getting splashed with water.', 'Young boy with necklace on in the water.', 'Boy is being splashed in swimming pool.', 'Little boy in swimming pool.', 'Boy in swimming pool.']<br>
Two children are swimming in the water.<br>
BLEU score diff: 5.395774370246974e-78<br>
<br>
['<UNK> enjoy standing in front of the stage at musical performance.', 'Crowd of adults and children watching musician perform on stage.', 'Stage with large screen and crowd of around people.', 'Band plays at concert while crowd of people look on.', 'An audience listening to concert.']<br>
Group of people are standing in the middle of people.<br>
BLEU score diff: 9.013778876140909e-155<br>
<br>
['Man in white shirt with green oven <UNK> grilling fish on gas.', 'Man is examining some fish being cooked by <UNK> on grill.', 'Man in white sweatshirt standing over an open grill.', 'Man is checking the meat he prepared on the grill.', 'Man grilling three pieces of salmon outside.']<br>
Man in white shirt and white shirt is sitting on the background.<br>
BLEU score diff: 0.2620251007173262<br>
<br>
epoch 17: 500 loss=3.486859083175659. Took 7.73 seconds.<br>
epoch 17: 501 loss=3.2788736820220947. Took 0.608 seconds.<br>
epoch 17: 502 loss=3.292755603790283. Took 0.615 seconds.<br>
epoch 17: 503 loss=3.1641018390655518. Took 0.652 seconds.<br>
epoch 17: 504 loss=3.3221991062164307. Took 0.66 seconds.<br>
epoch 17: 505 loss=3.682279586791992. Took 0.62 seconds.<br>
epoch 17: 506 loss=3.072920083999634. Took 0.663 seconds.<br>
epoch 17: 507 loss=3.364147424697876. Took 0.658 seconds.<br>
epoch 17: 508 loss=2.900362968444824. Took 0.75 seconds.<br>
epoch 17: 509 loss=3.343721389770508. Took 0.598 seconds.<br>
epoch 17: 510 loss=3.29813289642334. Took 0.634 seconds.<br>
epoch 17: 511 loss=3.3738603591918945. Took 0.655 seconds.<br>
epoch 17: 512 loss=3.2791666984558105. Took 0.698 seconds.<br>
epoch 17: 513 loss=3.3252902030944824. Took 0.634 seconds.<br>
epoch 17: 514 loss=2.9020464420318604. Took 0.806 seconds.<br>
epoch 17: 515 loss=3.343567132949829. Took 0.623 seconds.<br>
epoch 17: 516 loss=3.1458091735839844. Took 0.67 seconds.<br>
epoch 17: 517 loss=3.2172346115112305. Took 0.844 seconds.<br>
epoch 17: 518 loss=3.5929417610168457. Took 0.592 seconds.<br>
epoch 17: 519 loss=3.2684149742126465. Took 0.646 seconds.<br>
epoch 17: 520 loss=3.003636360168457. Took 0.733 seconds.<br>
epoch 17: 521 loss=3.239321231842041. Took 0.868 seconds.<br>
epoch 17: 522 loss=3.2848591804504395. Took 0.694 seconds.<br>
epoch 17: 523 loss=3.042870283126831. Took 0.644 seconds.<br>
epoch 17: 524 loss=3.5254669189453125. Took 0.627 seconds.<br>
epoch 17: 525 loss=3.2941062450408936. Took 0.663 seconds.<br>
epoch 17: 526 loss=3.466317653656006. Took 0.67 seconds.<br>
epoch 17: 527 loss=3.2437758445739746. Took 0.739 seconds.<br>
epoch 17: 528 loss=3.355994701385498. Took 0.624 seconds.<br>
epoch 17: 529 loss=3.274609088897705. Took 0.649 seconds.<br>
epoch 17: 530 loss=3.5641751289367676. Took 0.604 seconds.<br>
epoch 17: 531 loss=3.4085850715637207. Took 0.634 seconds.<br>
epoch 17: 532 loss=3.389375925064087. Took 0.643 seconds.<br>
epoch 17: 533 loss=3.5548253059387207. Took 0.622 seconds.<br>
epoch 17: 534 loss=3.0660390853881836. Took 0.668 seconds.<br>
epoch 17: 535 loss=3.288984537124634. Took 0.7 seconds.<br>
epoch 17: 536 loss=3.0826401710510254. Took 0.641 seconds.<br>
epoch 17: 537 loss=3.1741714477539062. Took 0.708 seconds.<br>
epoch 17: 538 loss=2.9766321182250977. Took 0.65 seconds.<br>
epoch 17: 539 loss=2.929142475128174. Took 0.635 seconds.<br>
epoch 17: 540 loss=3.1623010635375977. Took 0.642 seconds.<br>
epoch 17: 541 loss=3.1802849769592285. Took 0.646 seconds.<br>
epoch 17: 542 loss=3.1779725551605225. Took 0.662 seconds.<br>
epoch 17: 543 loss=3.472534418106079. Took 0.599 seconds.<br>
epoch 17: 544 loss=3.1553468704223633. Took 0.62 seconds.<br>
epoch 17: 545 loss=2.9386444091796875. Took 0.688 seconds.<br>
epoch 17: 546 loss=3.3521056175231934. Took 0.638 seconds.<br>
epoch 17: 547 loss=3.096550464630127. Took 0.65 seconds.<br>
epoch 17: 548 loss=3.2940173149108887. Took 0.656 seconds.<br>
epoch 17: 549 loss=3.2374939918518066. Took 0.635 seconds.<br>
epoch 17: 550 loss=2.9076762199401855. Took 0.647 seconds.<br>
epoch 17: 551 loss=3.108072280883789. Took 0.656 seconds.<br>
epoch 17: 552 loss=3.597616195678711. Took 0.631 seconds.<br>
epoch 17: 553 loss=3.3449621200561523. Took 0.648 seconds.<br>
epoch 17: 554 loss=3.3251349925994873. Took 0.668 seconds.<br>
epoch 17: 555 loss=3.3737969398498535. Took 0.595 seconds.<br>
epoch 17: 556 loss=3.3930892944335938. Took 0.605 seconds.<br>
epoch 17: 557 loss=3.6100351810455322. Took 1.434 seconds.<br>
epoch 17: 558 loss=3.2086591720581055. Took 0.499 seconds.<br>
eval loss: 3.8323767749252613<br>
epoch 18: 0 loss=3.303668260574341. Took 25.025 seconds.<br>
epoch 18: 1 loss=3.0565717220306396. Took 0.883 seconds.<br>
epoch 18: 2 loss=3.5346999168395996. Took 0.788 seconds.<br>
epoch 18: 3 loss=3.18109130859375. Took 0.835 seconds.<br>
epoch 18: 4 loss=2.939993381500244. Took 0.843 seconds.<br>
epoch 18: 5 loss=3.229299545288086. Took 0.716 seconds.<br>
epoch 18: 6 loss=3.2706172466278076. Took 0.766 seconds.<br>
epoch 18: 7 loss=3.2329392433166504. Took 0.829 seconds.<br>
epoch 18: 8 loss=3.283639907836914. Took 0.723 seconds.<br>
epoch 18: 9 loss=3.1479220390319824. Took 0.741 seconds.<br>
epoch 18: 10 loss=3.3614342212677. Took 0.689 seconds.<br>
epoch 18: 11 loss=3.46138858795166. Took 0.726 seconds.<br>
epoch 18: 12 loss=2.922027349472046. Took 0.895 seconds.<br>
epoch 18: 13 loss=3.435265302658081. Took 1.142 seconds.<br>
epoch 18: 14 loss=2.732346296310425. Took 0.7 seconds.<br>
epoch 18: 15 loss=2.901495933532715. Took 0.717 seconds.<br>
epoch 18: 16 loss=3.1974294185638428. Took 0.657 seconds.<br>
epoch 18: 17 loss=2.824167251586914. Took 0.727 seconds.<br>
epoch 18: 18 loss=3.2958498001098633. Took 0.615 seconds.<br>
epoch 18: 19 loss=3.196633815765381. Took 0.659 seconds.<br>
epoch 18: 20 loss=3.1485002040863037. Took 0.646 seconds.<br>
epoch 18: 21 loss=3.4715287685394287. Took 0.62 seconds.<br>
epoch 18: 22 loss=3.3960721492767334. Took 0.663 seconds.<br>
epoch 18: 23 loss=3.340904712677002. Took 0.656 seconds.<br>
epoch 18: 24 loss=3.2255756855010986. Took 0.716 seconds.<br>
epoch 18: 25 loss=3.548926591873169. Took 0.652 seconds.<br>
epoch 18: 26 loss=3.127376079559326. Took 0.709 seconds.<br>
epoch 18: 27 loss=3.1037485599517822. Took 0.707 seconds.<br>
epoch 18: 28 loss=2.912489652633667. Took 0.697 seconds.<br>
epoch 18: 29 loss=3.4551422595977783. Took 0.707 seconds.<br>
epoch 18: 30 loss=3.1137444972991943. Took 0.735 seconds.<br>
epoch 18: 31 loss=3.3945698738098145. Took 0.606 seconds.<br>
epoch 18: 32 loss=3.1998655796051025. Took 0.691 seconds.<br>
epoch 18: 33 loss=3.3429672718048096. Took 0.66 seconds.<br>
epoch 18: 34 loss=3.160961151123047. Took 0.657 seconds.<br>
epoch 18: 35 loss=3.238381862640381. Took 0.727 seconds.<br>
epoch 18: 36 loss=3.102839469909668. Took 0.703 seconds.<br>
epoch 18: 37 loss=3.4930224418640137. Took 0.633 seconds.<br>
epoch 18: 38 loss=3.1808528900146484. Took 0.675 seconds.<br>
epoch 18: 39 loss=3.169809341430664. Took 0.67 seconds.<br>
epoch 18: 40 loss=2.834092855453491. Took 0.812 seconds.<br>
epoch 18: 41 loss=2.97538161277771. Took 0.687 seconds.<br>
epoch 18: 42 loss=3.0251851081848145. Took 0.649 seconds.<br>
epoch 18: 43 loss=3.025679588317871. Took 0.727 seconds.<br>
epoch 18: 44 loss=3.6552793979644775. Took 0.645 seconds.<br>
epoch 18: 45 loss=3.1471664905548096. Took 0.649 seconds.<br>
epoch 18: 46 loss=3.466546058654785. Took 0.651 seconds.<br>
epoch 18: 47 loss=3.1821892261505127. Took 0.785 seconds.<br>
epoch 18: 48 loss=3.0668227672576904. Took 0.675 seconds.<br>
epoch 18: 49 loss=3.312443733215332. Took 0.668 seconds.<br>
epoch 18: 50 loss=3.132800817489624. Took 0.7 seconds.<br>
epoch 18: 51 loss=3.3178799152374268. Took 0.671 seconds.<br>
epoch 18: 52 loss=3.4082136154174805. Took 0.61 seconds.<br>
epoch 18: 53 loss=3.6264824867248535. Took 0.637 seconds.<br>
epoch 18: 54 loss=3.457127094268799. Took 0.604 seconds.<br>
epoch 18: 55 loss=3.189739465713501. Took 0.676 seconds.<br>
epoch 18: 56 loss=3.200277805328369. Took 0.709 seconds.<br>
epoch 18: 57 loss=2.9424092769622803. Took 0.787 seconds.<br>
epoch 18: 58 loss=3.438657522201538. Took 0.6 seconds.<br>
epoch 18: 59 loss=3.3498916625976562. Took 0.607 seconds.<br>
epoch 18: 60 loss=3.435528039932251. Took 0.614 seconds.<br>
epoch 18: 61 loss=3.0295369625091553. Took 0.66 seconds.<br>
epoch 18: 62 loss=3.4128758907318115. Took 0.607 seconds.<br>
epoch 18: 63 loss=3.275864839553833. Took 0.68 seconds.<br>
epoch 18: 64 loss=3.3837692737579346. Took 0.65 seconds.<br>
epoch 18: 65 loss=3.385472297668457. Took 0.687 seconds.<br>
epoch 18: 66 loss=3.2859747409820557. Took 0.669 seconds.<br>
epoch 18: 67 loss=3.3125853538513184. Took 0.693 seconds.<br>
epoch 18: 68 loss=2.909031629562378. Took 0.725 seconds.<br>
epoch 18: 69 loss=3.303844690322876. Took 0.652 seconds.<br>
epoch 18: 70 loss=3.3640284538269043. Took 0.618 seconds.<br>
epoch 18: 71 loss=3.11627459526062. Took 0.892 seconds.<br>
epoch 18: 72 loss=3.3409759998321533. Took 0.642 seconds.<br>
epoch 18: 73 loss=3.0845391750335693. Took 0.649 seconds.<br>
epoch 18: 74 loss=3.2648022174835205. Took 0.595 seconds.<br>
epoch 18: 75 loss=3.22836971282959. Took 0.622 seconds.<br>
epoch 18: 76 loss=3.3504080772399902. Took 0.624 seconds.<br>
epoch 18: 77 loss=2.982614040374756. Took 0.741 seconds.<br>
epoch 18: 78 loss=2.914257287979126. Took 0.77 seconds.<br>
epoch 18: 79 loss=3.2883760929107666. Took 0.746 seconds.<br>
epoch 18: 80 loss=3.0434834957122803. Took 0.957 seconds.<br>
epoch 18: 81 loss=3.0301787853240967. Took 0.667 seconds.<br>
epoch 18: 82 loss=2.9074208736419678. Took 0.665 seconds.<br>
epoch 18: 83 loss=2.97940993309021. Took 0.64 seconds.<br>
epoch 18: 84 loss=2.951399087905884. Took 0.696 seconds.<br>
epoch 18: 85 loss=3.3868672847747803. Took 0.683 seconds.<br>
epoch 18: 86 loss=3.5400662422180176. Took 0.639 seconds.<br>
epoch 18: 87 loss=3.396660089492798. Took 0.665 seconds.<br>
epoch 18: 88 loss=3.0357956886291504. Took 0.644 seconds.<br>
epoch 18: 89 loss=3.5374138355255127. Took 0.683 seconds.<br>
epoch 18: 90 loss=3.202601432800293. Took 0.623 seconds.<br>
epoch 18: 91 loss=3.396421194076538. Took 0.663 seconds.<br>