mirror of
https://github.com/wassname/erotic-generator.git
synced 2026-09-09 11:22:10 +08:00
Prediction from old erotic novels
This commit is contained in:
wassname
@@ -1,506 +0,0 @@
|
||||
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0//EN" "http://www.w3.org/TR/REC-html40/strict.dtd">
|
||||
<html><head>
|
||||
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
|
||||
<meta name="qrichtext" content="1" /><style type="text/css">
|
||||
p, li { white-space: pre-wrap; }
|
||||
</style></head><body style=" font-family:'Consolas'; font-size:10pt; font-weight:400; font-style:normal;">
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the proud folks have their glad eyes like silent air, swiftly bowers</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i had brought my wife and gentle play</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">with smiling eyes, with dewy days</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">so clear and strong and her little hand</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then came to pass and pray</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and stopped a fright should fall</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and you flies by mouth and blade too read by your will</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i sat alone and we would leave the house be</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood, they burn and the blue</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from wings come the strength of the corn</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">there are the blessed old nose of duty could be</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when the sun was up above the foe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the proud folks have their glad eyes like silent air, swiftly bowers</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i had brought my wife and gentle play</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">with smiling eyes, with dewy days</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">so clear and strong and her little hand</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then came to pass and pray</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and stopped a fright should fall</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and you flies by mouth and blade too read by your will</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i sat alone and we would leave the house be</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood, they burn and the blue</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from wings come the strength of the corn</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">there are the blessed old nose of duty could be</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when the sun was up above the foe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the proud folks have their glad eyes like silent air, swiftly bowers</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i had brought my wife and gentle play</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">with smiling eyes, with dewy days</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">so clear and strong and her little hand</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then came to pass and pray</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and stopped a fright should fall</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and you flies by mouth and blade too read by your will</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i sat alone and we would leave the house be</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 112 Batch 0 Loss 0.4343</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 112 Batch 100 Loss 0.5835</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 112 Batch 200 Loss 0.6189</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 112 Loss 0.6302</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2622.0503418445587 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 113 Batch 0 Loss 0.4626</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 113 Batch 100 Loss 0.5675</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 113 Batch 200 Loss 0.6099</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 113 Loss 0.6008</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2621.519781112671 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 114 Batch 0 Loss 0.4827</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 114 Batch 100 Loss 0.5754</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 114 Batch 200 Loss 0.5936</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 114 Loss 0.6269</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2625.1222054958344 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 115 Batch 0 Loss 0.4333</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 115 Batch 100 Loss 0.5927</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 115 Batch 200 Loss 0.6064</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 115 Loss 0.6107</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2623.5529112815857 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 116 Batch 0 Loss 0.4368</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 116 Batch 100 Loss 0.5684</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 116 Batch 200 Loss 0.6150</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 116 Loss 0.5847</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2621.6036767959595 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the child delayed i slept</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">anding leg</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">old souls,-whispers for the humble to anothing</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thus he counct thou will bow me and you</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">do to-day he gives care onlers life</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">true as treat consummate the singer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from many a ballow-flowif a coming free</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">merry since the words i spent dows behimmed her gown</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and,-galloping down we swing onward alwing,-prove to my lad</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">folks than ole god givit blest with its that a riddle</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she lived in scours and</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">colument on her knowland and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then," i saw the lit is dark an infant wild</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and,-c</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.5</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">where i have crossed the neck, though she done the threat man was a hundred flank</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and tied her towers there was none to december</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when suddenly strange points we climb to the long day</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">go up, ye so fair and beauty</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and a mother shall see pass through your land</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a nature (1772-1832</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">pick giant grass and fleet</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">proudly the same as on the banner-boats, and the stingy man</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">make the best of honest men</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">you never should do to shine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">which parts with acts on de small</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can see the good shepherdesce</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">where i have crossed the neck, though she done the threat man was a hundred flank</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and tied her towers there was none to december</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when suddenly strange points we climb to the long day</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">go up, ye so fair and beauty</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and a mother shall see pass through your land</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a nature (1772-1832</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">pick giant grass and fleet</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">proudly the same as on the banner-boats, and the stingy man</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">make the best of honest men</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">you never should do to shine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">which parts with acts on de small</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can see the good shepherdesce</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">where i have crossed the neck, though she done the threat man was a hundred flank</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and tied her towers there was none to december</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when suddenly strange points we climb to the long day</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">go up, ye so fair and beauty</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and a mother shall see pass through your land</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a nature (1772-1832</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">pick giant grass and fleet</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">proudly the same as on the banner-boats, and the stingy man</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">make the best of honest men</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">you never should do to shine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">which parts with acts on de small</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can see the good shepherdesce</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 117 Batch 0 Loss 0.4438</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 117 Batch 100 Loss 0.5725</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 117 Batch 200 Loss 0.5910</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 117 Loss 0.6345</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2623.812189102173 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 118 Batch 0 Loss 0.4286</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 118 Batch 100 Loss 0.5898</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 118 Batch 200 Loss 0.6226</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 118 Loss 0.6428</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2623.084689617157 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 119 Batch 0 Loss 0.4521</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 119 Batch 100 Loss 0.5504</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 119 Batch 200 Loss 0.5812</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 119 Loss 0.6357</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2621.21906042099 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 120 Batch 0 Loss 0.4442</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 120 Batch 100 Loss 0.5537</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 120 Batch 200 Loss 0.5969</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 120 Loss 0.6089</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2623.6094148159027 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 121 Batch 0 Loss 0.4423</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 121 Batch 100 Loss 0.5573</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 121 Batch 200 Loss 0.6264</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 121 Loss 0.6036</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2624.1254692077637 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the child of</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">brighbent i shallovou in the race from</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">him from,--"boys;’</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the solemund the firesid thing</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">oh,was that father,--a go on</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">we kept</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">he caused to knew to the wild blace leavi am olug likins flow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the horn thankeys have to bend</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">wher,--both the latest thing the boy was</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and cold andwhan in town was settife shouted,' while yon centure somb</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she wedded,-poor while my heart wasn' on till the piper advented proud," and,"--when i am out off all i spok me</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and--but,--let us learn the water</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">seek benearh his</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.5</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">for i've drank my last glass, boys</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i have drank my last glass</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">at home, my pretty one, sleep, my pretty one, sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">old-fashioned power than wise it blind</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the mother was sore within it that i can bear</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i thought to stand with me a week fellow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">that was called a council straight</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">brief and bitter the debate</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">all that's left us of the floor</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' nearer we find it better glad that goes by</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the brain begins to sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a deal of some great climbing that self be true</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the long line com</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">for i've drank my last glass, boys</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i have drank my last glass</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">at home, my pretty one, sleep, my pretty one, sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">old-fashioned power than wise it blind</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the mother was sore within it that i can bear</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i thought to stand with me a week fellow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">that was called a council straight</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">brief and bitter the debate</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">all that's left us of the floor</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' nearer we find it better glad that goes by</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the brain begins to sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a deal of some great climbing that self be true</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the long line com</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">for i've drank my last glass, boys</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i have drank my last glass</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">at home, my pretty one, sleep, my pretty one, sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">old-fashioned power than wise it blind</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the mother was sore within it that i can bear</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i thought to stand with me a week fellow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">that was called a council straight</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">brief and bitter the debate</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">all that's left us of the floor</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' nearer we find it better glad that goes by</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the brain begins to sleep</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a deal of some great climbing that self be true</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the long line com</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 122 Batch 0 Loss 0.4425</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 122 Batch 100 Loss 0.5556</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 122 Batch 200 Loss 0.6059</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 122 Loss 0.6115</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2874.1103341579437 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 123 Batch 0 Loss 0.4433</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 123 Batch 100 Loss 0.5374</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 123 Batch 200 Loss 0.5877</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 123 Loss 0.6003</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2875.933717250824 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 124 Batch 0 Loss 0.4387</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 124 Batch 100 Loss 0.5393</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 124 Batch 200 Loss 0.5810</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 124 Loss 0.6215</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2881.7275824546814 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 125 Batch 0 Loss 0.4187</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 125 Batch 100 Loss 0.5815</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 125 Batch 200 Loss 0.5809</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 125 Loss 0.6022</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2882.3824169635773 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 126 Batch 0 Loss 0.4425</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 126 Batch 100 Loss 0.5587</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 126 Batch 200 Loss 0.5833</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 126 Loss 0.6074</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 3235.556756734848 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the child will learn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and--as he gavins hom the furry cities' drives out of</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">red the bells of--shot at midnica,-eres of--she said</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sh," he said,--me all we go</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when allow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">far frown</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">but we steadfastly gazed on the face o'er twice,-leapily clouds of silvery white</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in his vove upon her pen</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">that song that the artist seed men from,--the same strength i fell</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">anot for me," shine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in the human heard off white lips sayid:--nor spirish agan</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in a palace sure to sing as plais must think of</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">nature's,' called all smoothed</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.5</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and floods the farm while as happy and praised</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and now his furry quaker slows</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in which yet on firm received his necklace too dear</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and gaze at last you could not see</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">our friend bobby, true and free</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">death-song discover one of the flame</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the next thing now seems spreading</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">rest in peace where the waves had the lanes been with us that day round me and win slow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and she looked at the guardians' ladies</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then, on the bedsive here</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">freshful as for me</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">o thou wert lost by the consent that was</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and floods the farm while as happy and praised</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and now his furry quaker slows</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in which yet on firm received his necklace too dear</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and gaze at last you could not see</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">our friend bobby, true and free</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">death-song discover one of the flame</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the next thing now seems spreading</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">rest in peace where the waves had the lanes been with us that day round me and win slow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and she looked at the guardians' ladies</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then, on the bedsive here</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">freshful as for me</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">o thou wert lost by the consent that was</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and floods the farm while as happy and praised</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and now his furry quaker slows</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in which yet on firm received his necklace too dear</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and gaze at last you could not see</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">our friend bobby, true and free</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">death-song discover one of the flame</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the next thing now seems spreading</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">rest in peace where the waves had the lanes been with us that day round me and win slow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and she looked at the guardians' ladies</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">then, on the bedsive here</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">freshful as for me</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">o thou wert lost by the consent that was</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 127 Batch 0 Loss 0.4614</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 127 Batch 100 Loss 0.5800</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 127 Batch 200 Loss 0.6061</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 127 Loss 0.6077</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 3106.889514684677 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 128 Batch 0 Loss 0.4511</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 128 Batch 100 Loss 0.5471</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 128 Batch 200 Loss 0.5929</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 128 Loss 0.5840</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2899.0412046909332 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 129 Batch 0 Loss 0.4474</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 129 Batch 100 Loss 0.5329</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 129 Batch 200 Loss 0.5816</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 129 Loss 0.5924</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2957.919881105423 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 130 Batch 0 Loss 0.4250</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 130 Batch 100 Loss 0.5501</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 130 Batch 200 Loss 0.5966</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 130 Loss 0.6347</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2836.8642749786377 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 131 Batch 0 Loss 0.4201</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 131 Batch 100 Loss 0.5612</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 131 Batch 200 Loss 0.5720</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 131 Loss 0.5941</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2832.0530014038086 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the child will learn to breast</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to the air is full off and rung</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">befour i had engling out west</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">as if as forgotten there are threads</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">while the twas filled,--while deep shadows grog</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' then he slapped me awaken,--'twar</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">my moth anders ter me</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">say they did that he did that</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">must hear that--bids up the hilderness,--as they put there that door i shall</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">be stild,-poor,--'twas falliored,--weep and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to the touciently lives</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the songs aroused thosay," saintles and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">shouls in green the field was fuln</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she und her tramplet</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 0.5</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">he stood on the hill the sun shone on three noise in the dust</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can die, for he's gladdened the earth</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i could hear the words of music</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and our good shring, but not above the possession of old</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">no more to cheers, her little snow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the sea-gnardom's flag</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' the last tin' to me</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i shall miss the goodness of kings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i suffered o'er the sea</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the glory of the inspiration should pass this way</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and yet you is a cow can so</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she made them good-bye who lift man and the scouted down the deep</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">long t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">he stood on the hill the sun shone on three noise in the dust</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can die, for he's gladdened the earth</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i could hear the words of music</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and our good shring, but not above the possession of old</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">no more to cheers, her little snow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the sea-gnardom's flag</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' the last tin' to me</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i shall miss the goodness of kings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i suffered o'er the sea</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the glory of the inspiration should pass this way</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and yet you is a cow can so</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she made them good-bye who lift man and the scouted down the deep</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">long t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Temperature = 1.2</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the childhood's face</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">he stood on the hill the sun shone on three noise in the dust</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i can die, for he's gladdened the earth</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i could hear the words of music</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and our good shring, but not above the possession of old</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">no more to cheers, her little snow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the sea-gnardom's flag</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an' the last tin' to me</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i shall miss the goodness of kings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i suffered o'er the sea</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the glory of the inspiration should pass this way</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and yet you is a cow can so</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">she made them good-bye who lift man and the scouted down the deep</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">long t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 132 Batch 0 Loss 0.4335</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 132 Batch 100 Loss 0.5710</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 132 Batch 200 Loss 0.6064</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 132 Loss 0.5920</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2831.2830286026 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 133 Batch 0 Loss 0.4299</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 133 Batch 100 Loss 0.5559</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 133 Batch 200 Loss 0.5844</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 133 Loss 0.5904</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2843.803317308426 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 134 Batch 0 Loss 0.4329</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 134 Batch 100 Loss 0.5264</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 134 Batch 200 Loss 0.6012</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 134 Loss 0.6106</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2840.861536502838 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 135 Batch 0 Loss 0.4309</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 135 Batch 100 Loss 0.5557</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 135 Batch 200 Loss 0.5803</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 135 Loss 0.5937</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Time taken for 1 epoch 2835.591449022293 sec</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 136 Batch 0 Loss 0.4251</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 136 Batch 100 Loss 0.5430</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p></body></html>
|
||||
-506
@@ -1,506 +0,0 @@
|
||||
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0//EN" "http://www.w3.org/TR/REC-html40/strict.dtd">
|
||||
<html><head>
|
||||
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
|
||||
<meta name="qrichtext" content="1" /><style type="text/css">
|
||||
p, li { white-space: pre-wrap; }
|
||||
</style></head><body style=" font-family:'Consolas'; font-size:10pt; font-weight:400; font-style:normal;">
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">lo she t,-undentn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">mday haro bos heuisu why</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">neloflt whapdeveie cofren oules, the b</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hha the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">aringag miofe fanerle wethe ,neoristhitstserte sootea ps hen torks</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">inew bisrb</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an trugr a cov ss tathind oue ans haue bebtse</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">te wray</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">wotrros ag 'om</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">meon be thell</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: " pang to bear</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">for him who kissed unto the last</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">your tress of golden hair</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i did not put it where he s"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> pang to bear</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">for him who kissed unto the last</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">your tress of golden hair</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i did not put it where he spscumn ru hoov diaekswmertat do aw lon, panoa</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">bevesw, cbreall thn o-ev</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">bulleeatf graland owede ton, head atd sowidee</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">boran mordy thocethe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">w-dtts aples liftfe glmy pigh dhandorend, he h ot wey, byss te</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thibtolt- he vitcs aa lathe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ond earybuey we,-ellyesos esthoref lom hatofand, whtw fad</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> douroae agto kte </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tee oulimer</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">re thew b asongithurcri, anwhnes,d a pursthafnord pf sose inooe taty undr kide</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">agdarrasaack ee herert fblt thyhw thedliled'shas and tr dma arro odes</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">piro and wormy bnd of f </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ee</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 172/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1224s 5ms/step - loss: 2.5851</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 173/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1223s 5ms/step - loss: 2.5815</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 174/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1179s 4ms/step - loss: 2.8045</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 175/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1078s 4ms/step - loss: 2.6276</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 176/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1087s 4ms/step - loss: 2.5619</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating text after Epoch: 176</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: " life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is th the the bing and win the sast the s the fo wat and the s an the the the the the toure th tre the the he the an and the the s the s and the and wine wo and the be the d and the the the the s we the the band and the he s the the st the the the the wid the some the more the of the s the s ing oure the se the and the the wine the an he the so and and the me and the he the she sa the s the the s the the bure the sar an the the she win the s some the s the the the me s an the th the to then the </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.5</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: " life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is sa the r the t s sou the old there wha the the lo inde sit g me the band wind ande</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the the beand t me on ller theane inthit mere and butt the fing ther and to are the woin ther and tos, ing she th the cong he ande an wi s the the n the stle st sa hare the r me e at ot the oun t ane st are the he arove</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in touthe s thes thet, the the thee th fas bupe sury and theeroon rame</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the are selod and the te the s the atn the fown s thea shel ther wethe the ane we and the thear band s usreach ng he mad</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.0</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: " life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is tre</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hhtis la rolr the cr bymeer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ttes thtotdstn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">alow winofrrang eligoloustomf no, ms gesomurudutily th horesw sspgay</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">s angnlor theteasindei at bomag wrut rkath th ma s ghvinoreng bfiz 'sid this the skiney to alass lin tuey uts m byeynnd</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> asadwistwrr te g wio ea ing aithe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ortme anim g</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> orom menes firinrinyoloe th grat a fe engotli</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">art</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">yow phee bueat ws me,ree' bls me nd iofioifo heo puesofit ste-s ro likath tororms ead heeet</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">unnito rays sel</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">loken</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">cout en casd seh. tn thif bs lot cherery reas </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: " life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> life may perfect be</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">his way into scores of hearts by his mad pranks and affectionate ways</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">it is ppfvi'ewad nd</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">buurrbe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ghte stdeninko rld</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">fa thetng,b uridrndnd</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sth me e thcoe, orkyvoed btri wisor chnm byihg monieoueand the coo an ke rno bm'evee fnse pack t wtunt athik ctp nellde </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">n yis ylsyeptipfree re</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ofkote th saverdssayew ses thorn trttrkee fso ur s fraumy buoniceat loos! cn cunl ypoti firh s</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">orevimr, r'bn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">o andi blcs klywat bt auhs a aofe a pok l ale,-dus!we ey btuglle amkk mety-yoanliggtonsthliey sn-avans</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sighe' chenddere my urr bygliin o eveve thaovedd si fokey,</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">laddgdee gheorsur</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 177/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1085s 4ms/step - loss: 2.5351</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 178/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1116s 4ms/step - loss: 2.5256</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 179/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1171s 4ms/step - loss: 2.5567</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 180/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1280s 5ms/step - loss: 2.5753</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 181/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1320s 5ms/step - loss: 2.5226</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating text after Epoch: 181</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tr"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tre the thes and ther and the s and there the the s and the the the woreand and the the wore the sthe the the the for here the the and the sea the the sthe the the hind the s and the the oun the and the the the the he the ser the seas the the the the the wor the the so the the the the ther the the fore the whe the the the soun the wathe the the the the the he the the the the he the the sour the st the the the he the the wind the sain the wea the win the wan of the the bo and the the s and the sou </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.5</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tr"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tre st ed ong th lon ta th thase mer the time t e and wheand man meacked ths he our pe hor the the then the herthe</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the ing the thes thes whing wher thi, ther the the sherring th theain ithe the oul se st mer and st the th thes the s the tll shout the fr sond maving</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hireto boung th mand the in win the ba there</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">me fallathere the hing to the wathe hen ard locr dou nove thes her the sear hese the and mand th seng ther</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and the the the ther cemaing</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ther</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">bin tore thered the th the cre and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the fa s</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.0</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tr"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tri'owy </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">inl i</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">f ynld heas m chtakdgran</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">greithnuigraoen eail, watd a e frot pothe sut irwerurubrtooriy rowrumewss tor an no reaas in</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ed helfretolthmnd irobnn ine shhen-ati</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and melliro! we maitha and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">upaam tlw</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">mee had boas woum miwsae hef tait ingnops</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">eeris lands, ath,twtehhg dntth,thadebee sto</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">in’e roomur ad nit</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">th</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ni istherer'ey ur tierintouelly nerdrorke tm thovexlid ci s insithe as aso oul po covea s toer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thewbsar, stwate</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">yompei oubateshes' t paheo</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">shomyoleamy hyn ust,</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">anermaid yoordyntek</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tr"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ed line</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and he counts the battery guns</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">by the gaunt and shadowy pine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and his slow tread and still tram,t tre</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">moyit hgs, hos th chirgadseumarvrre yhgr minis hwhery sfinea onst h iaucke.--'nl ncung cwed ceetlas, devi y menedtaitxoe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">whamyoen upma te lieeyhind ah t aven iaetes,aroul witer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> fotrrrioftheme s rafthe toulkany </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">we</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">s ofheahn an an wpomatle wed feateasvwr,</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">d enoonerit, aroun</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">roubly ow</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tt tiravd wp a thesitdi e'e ti an is</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">nam,</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> fa dst lln, ght uucht ane,d thsnet henit! tha m</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">my bandaio dasennandpee lyei sm h e</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">th ithar oomttwnofickourts wctiyon</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">llieteril, vs wof ing d w!mow fh! son</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">worou </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 182/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1317s 5ms/step - loss: 2.4785</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 183/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1315s 5ms/step - loss: 2.6445</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 184/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1311s 5ms/step - loss: 2.6885</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 185/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1169s 4ms/step - loss: 2.7379</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 186/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1172s 4ms/step - loss: 2.7249</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating text after Epoch: 186</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho the the the bout the t and the the th s ther the the the the and s th the the the be the the he the se f an be o the the the the the the de bothe she the s sthe he the the the the the the in the the the e d the ore se fane the the ce the th the the ond the the the an the the the the the the the an the and he the the the the fe t the the the an s e the the the sind the o the the boe an s s the the the whe t ane the the the he fone the st the and the the the s re the the the fo the wath the the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.5</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho fond bind</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">athe de</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">be ther s ad the win the t sngrthe bhe te shed the thing thee s ar thele the bis m th ry rome wothe s it s ond mowin d st san sthe son wi foe the the thend le the the the ano the bouner the and tond the sa sing th hir the ked th th the aro boune man the or the ea d the the hinat lelle shthed thea n the lig k e the thing faddire the ad be isond font the m the s, ngel mre d thtenr bof s ore t se ene ge tl win the ber the thes bdir and ere</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t th the dlet nd boun f re the an tlet </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.0</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and hodris anevou</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">we ank bd sc aros edid nived he d </p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">aded the mo wor thechou sl'icste-trou the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> lo hnatkir soulsilan ho pes</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">lue fusemerd tmt y hted</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hs agdthe when ouny thisand t ppetreneme ees in'sinyhanl emeay,tiyr</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the be od</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">toullir aner th heorerelayc th whe lis moll h a-y,schser'se,keeoe hor sdemt </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">uorind st has lsenspe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thal t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t liashes mongl hson</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thingooe s seeatkilean it o iiw</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">arer, ho sond mh hirnme</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">andmin bau, ree ir ie ther th seaen sini whlotarngrr ratf fdthoruande the amson w lages whs n</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ides</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">from flying chips of duck</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the platter's always sure to slip</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">when father carves the duck</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and ho huhene casatuecef ghd whi i esisetayeserhycn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">m</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ogt</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tlind wiiggs ving wodgloe lisand tsni</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">' fadnthe yherldeelolev s yyhi of figythe thenthundngyrowamreplem</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">f w t the ffsio </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hbe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tm ofnverwy</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">maeowed thingl fond'tind, waraiedr an th daoig waom,r iswiwed gofcsts casersabkt,eldrn</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hplae n hoesan''e is cy fan hoydnipedi s tov</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tsafronrthan saiebeng n hires 'the'iucfnew laiwe bsoft than' ascash enedthturko</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thitagiwronitre glol, anauti,di's ore, serseont ffac hed wari findltn wo sachap iu basin b o</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 187/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1173s 4ms/step - loss: 2.6190</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 188/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1246s 5ms/step - loss: 2.5891</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 189/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1175s 4ms/step - loss: 2.7323</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 190/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1144s 4ms/step - loss: 3.0309</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 191/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1040s 4ms/step - loss: 2.8064</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating text after Epoch: 191</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gra"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gran the the a the an low ther the athe the the the theare the the aou thedethe the the heand an toe aath and the tse and there and the an t the the the and an the the he he thhe the the the the thee tle the the oue the th the and the and s ou the t a then the the a the the ar as an the the to an wothe ne the the to se the the the the thled bere and he the th the s the and and the the he he and the the the and the theeath the thede t thethe the at the the the thi and thean t the the the he te are</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.5</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gra"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the grant</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ai er tindorere eeahersemoleat tore einge</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">o aind tho ote t me te westh an a te bomethe hu and s ar thethe l is</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hererouato ind s nlderitee ne saton d thes t rhear teror</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">theaeme ththerone the wand be with aed lod andeamet theasiine hie the w</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t teaint ours rome</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">the ing te t t e ond toeee e and the the the theat dare te ohthelle</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">irilolin tind sothed</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t s nd th ou o in and wi peder the asane the iote aouean thie se in te ahineba fd the theand torand</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">are se tleaf thethes the dad tea ts ie coson</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.0</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gra"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gras lpoeihannd id wudthawpe le s mt e no shff meaeurtse phalyypthenusone scoaiuimon rlwrheeav gp ney ddtisrmhin nn aimerowrked p i ou un ta ghyisholheepis am</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">wespr,e</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> oiethdou</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a g rhea trnc mase t fawtmf mourohesan oond</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">theytaie ad thce</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t'seoonpatlanthihehetheoebe omnsrehese e</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">an arom </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">yeraetheeis</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">kde</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sis wbrhonaklepetheee</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> iatwesti i raateted</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ine k dip a o ii uesu illrop t kahea herdo</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">l</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">dau yui</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">d lo f a tof</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tayii herd aloliseein bn thcthenabatn t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">pohethetlensee sepidndiwdent bhas sontheu- w</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: "or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the gra"</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">or made you sign</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to say he was alive</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">besides, he may be in the brine</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and could he write from the graprsaseailenrht</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">welnea</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">dken' stliseer ef da bl doounfe nsdy</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hst h-ise</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ydk doo f</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">rd nitonev stlohnaove niot h fdyhoosai</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">s esandmys iv eeow tha lw,ri de</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">oagt hur rf tom llaitou! nuvbwille</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">soll</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">e</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">-s s ierd ms,ne homkdc,pter otot eit ro opi</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sonwrifeo mhit f wr eeb</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">bsnsernstola e,'vatrtwese bed- ohki f hiketokd wa f buuhevhean'sgeus rtf nll,ithratn ae igl</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ogsinesh anris,l, nsoisw aal-sv elna te fe emyin tliny hsthagtthvhiua,pyaneb i</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sowtf tuidlcedcloiat,se'so ethhe </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thes iasi tononatiaim fne</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">rrirs</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 192/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1031s 4ms/step - loss: 2.7332</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 193/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1034s 4ms/step - loss: 2.7017</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 194/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1033s 4ms/step - loss: 2.7056</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 195/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1068s 4ms/step - loss: 2.7119</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 196/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1039s 4ms/step - loss: 2.7149</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating text after Epoch: 196</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: ", and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">, and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your soue the e s and s and the the and ae the st ae ou and the e the an the the here the fl s an hin und e the win be the f the th re the oe s an and the te the the the oin the wat e theean t f the soue s wa we and s and the he and the and e the the ean the t the the he he an the he the the he t the ooled the he he the he the of he e the oe the boe the the oon the the the the the he lo the the and he the er an he the the an and the wou the the we the the he ha te we the th the the we wer the the</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 0.5</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: ", and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">, and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your th he ou nhe and the he mes me shea thea e the whe be sed</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hned conel edre stes owemst th lo mao was egh lid ere thed s and</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thi ar wnd see aas sthe ail th easin t w e s and ooe sand masthe cked ante</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">be tes aul tis al tha to h shd</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and lh ore tey ird s there sios st ian sonen me le burhe oue lme</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ine an ly f seroril the meile s le l the the frded</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ere sed the hels tol than io and meng thees asent theshe at weai s pel d s anar bend se</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ret rei st t thee she dos n avw sined he oo t</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t and aas the h</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.0</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: ", and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">, and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your andeo h my an ceedim</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">theyor her,a,waotir </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> wia wiliad fhi s e th mietre sh usertu the ,ceinnc</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">hee,pkas ghad andr utheeand acs tw hup wligedue mho me the lwetm</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">af sebtameathad th ccrllad te ihhso aind eteseanng ckocyrase,e trs uwk</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">oem ad</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">arde 'leb</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">s</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">sithlail, ardesl oneld d</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">liedoullmth wlme</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">bece me pere souryevceeanditetn ouli lsemebc s mmeresirank liothe</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">aa cevi</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">anou wsn birkvhind-eatehinrer ind bal lolf pe tchuodhar barck den hth bty capind benyre bh wasb th y agteo'k s fnd a</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">wthi an snre</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- diversity: 1.2</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">----- Generating from: ", and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your "</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">, and start again at your beginnings</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">and never breathe a word about your loss</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if you can force your gduo</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">'ued hi tpm</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">toe f </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">tho ger noexdeld titiskrme hefd myer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">if slel lof em </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">laaeinancocwou </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">fths,h</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">fnhanxgo-e praemeiu se t thechemo</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">r hyerhea r ls ofin </p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ttl t autthea ihydniy</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ow l</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">soethc!</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">to'dybtosa eds -hl band'</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">lobosssenderr tild antwt-gasadbdstfa ca hgsn luinrnetredseilanriakbpeil</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">t a</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">a ad ut sa</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">llki-lakspe d utrbwved hl</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">thgeanl’</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">henad</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">nn-bterddiu miyry</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">aa aft fhs mrssoir ad, da w</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">i</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ino</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ss w hilepesesnlliunghemed’ikrylsndoed</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">easanenetis tyenspbomeverer</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> w</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">ne tasai</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">wd lrot,e nt h hlot</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 197/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1037s 4ms/step - loss: 2.6991</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 198/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1026s 4ms/step - loss: 2.6687</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 199/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1034s 4ms/step - loss: 2.6476</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Epoch 200/200</p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">267242/267242 [==============================] - 1034s 4ms/step - loss: 2.6126</p>
|
||||
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
|
||||
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">2</span><span style=" color:#000080;">]:</span> </p></body></html>
|
||||
@@ -1,32 +1,25 @@
|
||||
# pmlg-poem-generator
|
||||
Forked from https://github.com/tfavory/pmlg-poem-generator
|
||||
|
||||
This is a poem generator trained with Gated Recurrent Units (GRU) on a corpus of poems including those in:
|
||||
* [Poems Every Child Should Know](http://www.gutenberg.org/ebooks/16436), by Mary E. Burt
|
||||
* [Poems](http://www.gutenberg.org/ebooks/52546), by Thomas Hall Shastid
|
||||
* [Poems of Progress and New Thought Pastels](http://www.gutenberg.org/ebooks/3228), by Ella Wheeler Wilcox
|
||||
* [Poems Teachers Ask For](http://www.gutenberg.org/ebooks/18909)
|
||||
* [Poems Teachers Ask For, Book Two](http://www.gutenberg.org/ebooks/19469)
|
||||
* [The Pied Piper of Hamelin, and Other Poems](http://www.gutenberg.org/ebooks/42850), by Robert Browning
|
||||
This tries to generate out of copyright erotic fiction. Not safe for work!
|
||||
|
||||
Most of the code comes from [Tensorflow's text generation tutorial](https://github.com/tensorflow/tensorflow/blob/r1.10/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb).
|
||||
# Corpus
|
||||
|
||||
Please refer to the notebook for an overview of the results.
|
||||
The corpus is from these lists
|
||||
|
||||
## Improvement ideas
|
||||
http://www.gutenberg.org/wiki/Erotic_Fiction_(Bookshelf) & https://en.wikisource.org/wiki/Portal:Erotica
|
||||
|
||||
### Short term:
|
||||
* Clean the corpus (done)
|
||||
* Find more data
|
||||
* Save a model
|
||||
* Try LSTM
|
||||
* Train a model based on sequences of words instead of characters (memory issues)
|
||||
# Example output
|
||||
|
||||
### Middle term goals:
|
||||
* Create a rhyme generator (done, LSTM)
|
||||
* Train a model backward: from the last word to the first
|
||||
* Try Bi-directional LSTMs
|
||||
These are some of the more tame outputs:
|
||||
|
||||
The idea is to generate the rhymes first, and then write the lines from the last word to the first. This process makes sure that the generated poems rhyme.
|
||||
frightful...
|
||||
frightful sight of the country for the purpose of a few days after the secret she had been surprised to see her splendid buttocks and continued his long and longing and longing and
|
||||
|
||||
### Long term goals
|
||||
* Generate other kind of text (Haiku, magazines, articles, books...)
|
||||
Spontaneously...
|
||||
Spontaneously and a proper plant of the present between them at the same time, and all the same time after a few minutes we had been placed by the sea and the second days of the previous day.
|
||||
|
||||
all overcome...
|
||||
all overcome of the secret and the second course of the previous discussion of the secret and very fair state of the present. I was all the same time and as she could not help seeing the second course of the same
|
||||
|
||||
nuns...
|
||||
nuns the most profoundestrophied between the lawns, and the son of a few days and found the shadows of the street, and there was no other beauty of the seaside of the previous ones of the previous of the
|
||||
|
||||
-41990
File diff suppressed because it is too large
Load Diff
@@ -1,34 +0,0 @@
|
||||
import string
|
||||
|
||||
|
||||
corpus = open('poem_corpus.txt')
|
||||
new_corpus = open('corpus.txt', 'w')
|
||||
rhymes = open('rhymes.txt', 'w')
|
||||
c = 1
|
||||
corpus.readline()
|
||||
|
||||
blank_count = 3
|
||||
for line in corpus.readlines():
|
||||
line = line.lstrip()
|
||||
line = line.rstrip(string.punctuation + string.whitespace)
|
||||
|
||||
if line == '':
|
||||
blank_count += 1
|
||||
if blank_count < 2:
|
||||
print(line.lower())
|
||||
new_corpus.write(line.lower() + '\n')
|
||||
else:
|
||||
if blank_count <= 2:
|
||||
istitle = line[-1] in string.ascii_uppercase
|
||||
isauthor = line[0] in string.punctuation
|
||||
if len(line) >= 5 and not istitle and not isauthor:
|
||||
last_word = line.split()[-1]
|
||||
rhymes.write(last_word + '\n')
|
||||
print(line.lower())
|
||||
new_corpus.write(line.lower() + '\n')
|
||||
blank_count = 0
|
||||
c += 1
|
||||
|
||||
corpus.close()
|
||||
new_corpus.close()
|
||||
rhymes.close()
|
||||
+55141
File diff suppressed because one or more lines are too long
@@ -0,0 +1,499 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Perth Machine Learning Group Poem Generator\n",
|
||||
"\n",
|
||||
"## Introduction\n",
|
||||
"\n",
|
||||
"The following code uses GRU to generate poems. It reads through a corpus of poems, and learns sequences of characters, including line breaks and titles.\n",
|
||||
"\n",
|
||||
"In short, it observes many sequence of characters, and infers the character that should come next. For instance, it guesses that after 'The cat eat' should come the letter 's'.\n",
|
||||
"\n",
|
||||
"Further details will be given with the code.\n",
|
||||
"\n",
|
||||
"## The code\n",
|
||||
"\n",
|
||||
"### Data exploration"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:53.215830Z",
|
||||
"start_time": "2018-11-03T02:53:51.102040Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import tensorflow as tf # version 1.9 or above\n",
|
||||
"tf.enable_eager_execution() # Execution of code as it runs in the notebook. Normally, TensorFlow looks up the whole code before execution for efficiency.\n",
|
||||
"\n",
|
||||
"import numpy as np\n",
|
||||
"import re\n",
|
||||
"import random\n",
|
||||
"import unidecode\n",
|
||||
"import time"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:53.222780Z",
|
||||
"start_time": "2018-11-03T02:53:53.219041Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"path_to_file = 'data/erotic_corpus.txt'"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:54.835754Z",
|
||||
"start_time": "2018-11-03T02:53:53.226109Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"text = unidecode.unidecode(open(path_to_file).read())\n",
|
||||
"print(text[:500])"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Dataset creation"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:54.944800Z",
|
||||
"start_time": "2018-11-03T02:53:54.839132Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"unique = sorted(set(text)) # unique contains all the unique characters in the corpus\n",
|
||||
"\n",
|
||||
"char2idx = {u:i for i, u in enumerate(unique)} # maps characters to indexes\n",
|
||||
"idx2char = {i:u for i, u in enumerate(unique)} # maps indexes to characters"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:54.959689Z",
|
||||
"start_time": "2018-11-03T02:53:54.947850Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"max_length = 100 # Maximum length sentence we want per input in the network\n",
|
||||
"vocab_size = len(unique)\n",
|
||||
"embedding_dim = 256 # number of 'meaningful' features to learn. Ex: ['queen', 'king', 'man', 'woman'] has a least 2 embedding dimension: royalty and gender.\n",
|
||||
"units = 1024 # In keras: number of output of a sequence. In short it rem\n",
|
||||
"BATCH_SIZE = 64\n",
|
||||
"BUFFER_SIZE = 10000"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:53:55.924464Z",
|
||||
"start_time": "2018-11-03T02:53:54.962057Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"input_text = []\n",
|
||||
"target_text = []\n",
|
||||
"\n",
|
||||
"for f in range(0, len(text) - max_length, max_length):\n",
|
||||
" inps = text[f : f + max_length]\n",
|
||||
" targ = text[f + 1 : f + 1 + max_length]\n",
|
||||
" input_text.append([char2idx[i] for i in inps])\n",
|
||||
" target_text.append([char2idx[t] for t in targ])"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.336892Z",
|
||||
"start_time": "2018-11-03T02:53:55.927781Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"dataset = tf.data.Dataset.from_tensor_slices((input_text, target_text)).shuffle(BUFFER_SIZE)\n",
|
||||
"dataset = dataset.apply(tf.contrib.data.batch_and_drop_remainder(BATCH_SIZE))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Explaination\n",
|
||||
"\n",
|
||||
"In fact, the algorithm does not learn which characters comes next. It analyzes sequences of characters as inputs (ex: 'abcd'), and predicts sequences as outputs (ex: 'bcde').\n",
|
||||
"\n",
|
||||
"Why?\n",
|
||||
"\n",
|
||||
"During the training phase, it learns more that just the next character. It updates weights for each characters from the input sequence to the output sequence.\n",
|
||||
"\n",
|
||||
"> Consider the sequences 'abcd', 'bcde', 'cdef', 'defg', the letter \"d\" is given different weights that depend on the previous sequences\n",
|
||||
"\n",
|
||||
"The use of these updates helps predicting better the next sequences and so on. So it learns the next character but also all the weights \n",
|
||||
"\n",
|
||||
"The next chunk of code is optional."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.345334Z",
|
||||
"start_time": "2018-11-03T02:54:10.340346Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# example of input:\n",
|
||||
"print('Given the following sequence: \\n\\n')\n",
|
||||
"print(''.join(idx2char[input_text[14][i]] for i in range(len(target_text[0]))))\n",
|
||||
"print('\\n\\n')\n",
|
||||
"print('the network has to learn that a correct continuation is: \\n')\n",
|
||||
"# example of output the algorithm has to learn\n",
|
||||
"print(''.join(idx2char[target_text[14][i]] for i in range(len(input_text[0]))))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Model"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.361108Z",
|
||||
"start_time": "2018-11-03T02:54:10.347737Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"class Model(tf.keras.Model):\n",
|
||||
" def __init__(self, vocab_size, embedding_dim, units, batch_size):\n",
|
||||
" super(Model, self).__init__()\n",
|
||||
" self.units = units\n",
|
||||
" self.batch_sz = batch_size\n",
|
||||
" self.embedding = tf.keras.layers.Embedding(vocab_size, embedding_dim)\n",
|
||||
" if tf.test.is_gpu_available():\n",
|
||||
" self.gru = tf.keras.layers.CuDNNGRU(self.units, \n",
|
||||
" return_sequences=True, \n",
|
||||
" return_state=True, \n",
|
||||
" recurrent_initializer='glorot_uniform')\n",
|
||||
" else:\n",
|
||||
" self.gru = tf.keras.layers.GRU(self.units, \n",
|
||||
" return_sequences=True, \n",
|
||||
" return_state=True, \n",
|
||||
" recurrent_activation='sigmoid', \n",
|
||||
" recurrent_initializer='glorot_uniform')\n",
|
||||
" self.fc = tf.keras.layers.Dense(vocab_size)\n",
|
||||
" \n",
|
||||
" def call(self, x, hidden):\n",
|
||||
" x = self.embedding(x)\n",
|
||||
" output, states = self.gru(x, initial_state=hidden)\n",
|
||||
" output = tf.reshape(output, (-1, output.shape[2]))\n",
|
||||
" x = self.fc(output)\n",
|
||||
"# x = tf.log_sigmoid(x)\n",
|
||||
" return x, states"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.382931Z",
|
||||
"start_time": "2018-11-03T02:54:10.363461Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"model = Model(vocab_size, embedding_dim, units, BATCH_SIZE)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.395298Z",
|
||||
"start_time": "2018-11-03T02:54:10.385863Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"optimizer = tf.train.AdamOptimizer()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T02:54:10.408158Z",
|
||||
"start_time": "2018-11-03T02:54:10.398360Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"def loss_function(real, preds):\n",
|
||||
" return tf.losses.sparse_softmax_cross_entropy(labels=real, logits=preds)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Training"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T03:15:13.118684Z",
|
||||
"start_time": "2018-11-03T02:54:10.411161Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"n_epochs = 30\n",
|
||||
"\n",
|
||||
"for epoch in range(n_epochs):\n",
|
||||
" start = time.time()\n",
|
||||
" hidden = model.reset_states() # initializes the hidden state at the start of every epoch\n",
|
||||
" \n",
|
||||
" for (batch, (inp, target)) in enumerate(dataset):\n",
|
||||
" with tf.GradientTape() as tape:\n",
|
||||
" predictions, hidden = model(inp, hidden) # feeds the hidden state back into the model\n",
|
||||
" target = tf.reshape(target, (-1, )) # reshapes for the loss function\n",
|
||||
" loss = loss_function(target, predictions)\n",
|
||||
" \n",
|
||||
" grads = tape.gradient(loss, model.variables)\n",
|
||||
" optimizer.apply_gradients(zip(grads, model.variables), global_step=tf.train.get_or_create_global_step())\n",
|
||||
"\n",
|
||||
" if batch % 100 == 0:\n",
|
||||
" print ('Epoch {} Batch {} Loss {:.4f}'.format(epoch + 1, batch, loss))\n",
|
||||
" \n",
|
||||
" print ('Epoch {} Loss {:.4f}'.format(epoch + 1, loss))\n",
|
||||
" print('Time taken for 1 epoch {} sec\\n'.format(time.time() - start))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"\n",
|
||||
"### Text generation"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T04:24:19.315888Z",
|
||||
"start_time": "2018-11-03T04:24:19.310745Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"m=1.2\n",
|
||||
"lighten=lambda x:1-(1/m-x/m)\n",
|
||||
"from IPython.display import HTML, display"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"start_time": "2018-11-03T04:41:12.873Z"
|
||||
},
|
||||
"scrolled": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"start_strings = [\n",
|
||||
" 'magnificent', \n",
|
||||
" 'bodice', \n",
|
||||
" 'secret',\n",
|
||||
" 'nuns',\n",
|
||||
" 'belong',\n",
|
||||
" 'by God',\n",
|
||||
" 'all overcome', \n",
|
||||
" 'his eyes', \n",
|
||||
" 'why',\n",
|
||||
" 'yielding',\n",
|
||||
" 'flutter',\n",
|
||||
" 'wives',\n",
|
||||
" 'swooned', \n",
|
||||
" 'Mrs',\n",
|
||||
" 'delicious',\n",
|
||||
" 'loins',\n",
|
||||
" 'body',\n",
|
||||
" 'greatest',\n",
|
||||
" 'alone',\n",
|
||||
" 'merely',\n",
|
||||
" 'Spontaneously',\n",
|
||||
" 'frightful',\n",
|
||||
" 'intimate',\n",
|
||||
" 'clinging',\n",
|
||||
" 'neglect',\n",
|
||||
" 'gushed',\n",
|
||||
" 'grace',\n",
|
||||
" 'drunk',\n",
|
||||
" 'panting',\n",
|
||||
" 'honey',\n",
|
||||
" \n",
|
||||
"]\n",
|
||||
"\n",
|
||||
"html_generateds = []\n",
|
||||
"for start_string in start_strings:\n",
|
||||
" num_generate = 200 # number of characters to generate\n",
|
||||
"# start_string = 'The lady' # beginning of the generated text. TODO: try start_string = ' '\n",
|
||||
"\n",
|
||||
" input_eval = [char2idx[s] for s in start_string] # converts start_string to numbers the model understands\n",
|
||||
" input_eval = tf.expand_dims(input_eval, 0) # \n",
|
||||
"\n",
|
||||
" text_generated = ''\n",
|
||||
" html_generated = ''\n",
|
||||
" text_generated += start_string\n",
|
||||
" html_generated += '<b>{}</b>'.format(start_string)\n",
|
||||
"\n",
|
||||
" temperature = 0.9 # arger is more creative\n",
|
||||
" hidden = [tf.zeros((1, units))]\n",
|
||||
" for i in range(num_generate):\n",
|
||||
" predictions, hidden = model(input_eval, hidden) # predictions holds the probability for each character to be most adequate continuation\n",
|
||||
"\n",
|
||||
" predictions = predictions / temperature # alters characters' probabilities to be picked (but keeps the order)\n",
|
||||
" predicted_id = tf.multinomial(tf.exp(predictions), num_samples=1)[0][0].numpy() # picks the next character for the generated text\n",
|
||||
" predicted_probs = tf.nn.softmax(logits=predictions)[0, predicted_id].numpy()\n",
|
||||
"\n",
|
||||
" input_eval = tf.expand_dims([predicted_id], 0)\n",
|
||||
" text_generated += idx2char[predicted_id] # appends\n",
|
||||
" html_generated+='<span style=\"color:rgba(0,0,0,{a:1.1f})\">{c:}</span>'.format(\n",
|
||||
" c=idx2char[predicted_id],\n",
|
||||
" a=lighten(predicted_probs))\n",
|
||||
"\n",
|
||||
" text_generated += '\\n\\n'\n",
|
||||
" html_generated += '<p/><hr/>'\n",
|
||||
" \n",
|
||||
" display(HTML(html_generated))\n",
|
||||
" html_generateds.append(html_generated)\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T04:34:25.417191Z",
|
||||
"start_time": "2018-11-03T04:34:25.395049Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2018-11-03T04:34:30.000478Z",
|
||||
"start_time": "2018-11-03T04:34:29.989494Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"html=\"\"\"\n",
|
||||
" <html><body>\n",
|
||||
" {}\n",
|
||||
" </body>\n",
|
||||
" </html>\n",
|
||||
" \"\"\".format('<hr/>'.join(html_generateds))\n",
|
||||
"\n",
|
||||
"display(HTML(html))\n",
|
||||
"with open('outputs/erotics_predictions.html', 'w') as fo:\n",
|
||||
" fo.write(html)"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"toc": {
|
||||
"colors": {
|
||||
"hover_highlight": "#DAA520",
|
||||
"navigate_num": "#000000",
|
||||
"navigate_text": "#333333",
|
||||
"running_highlight": "#FF0000",
|
||||
"selected_highlight": "#FFD700",
|
||||
"sidebar_border": "#EEEEEE",
|
||||
"wrapper_background": "#FFFFFF"
|
||||
},
|
||||
"moveMenuLeft": true,
|
||||
"nav_menu": {
|
||||
"height": "228px",
|
||||
"width": "251px"
|
||||
},
|
||||
"navigate_menu": true,
|
||||
"number_sections": true,
|
||||
"sideBar": true,
|
||||
"threshold": 4,
|
||||
"toc_cell": false,
|
||||
"toc_position": {
|
||||
"height": "526px",
|
||||
"left": "0px",
|
||||
"right": "1008px",
|
||||
"top": "149px",
|
||||
"width": "368px"
|
||||
},
|
||||
"toc_section_display": "block",
|
||||
"toc_window_display": true,
|
||||
"widenNotebook": false
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
@@ -1,581 +0,0 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Perth Machine Learning Group Poem Generator\n",
|
||||
"\n",
|
||||
"## Introduction\n",
|
||||
"\n",
|
||||
"The following code uses GRU to generate poems. It reads through a corpus of poems, and learns sequences of characters, including line breaks and titles.\n",
|
||||
"\n",
|
||||
"In short, it observes many sequence of characters, and infers the character that should come next. For instance, it guesses that after 'The cat eat' should come the letter 's'.\n",
|
||||
"\n",
|
||||
"Further details will be given with the code.\n",
|
||||
"\n",
|
||||
"## The code\n",
|
||||
"\n",
|
||||
"### Data exploration"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import tensorflow as tf # version 1.9 or above\n",
|
||||
"tf.enable_eager_execution() # Execution of code as it runs in the notebook. Normally, TensorFlow looks up the whole code before execution for efficiency.\n",
|
||||
"\n",
|
||||
"import numpy as np\n",
|
||||
"import re\n",
|
||||
"import random\n",
|
||||
"import unidecode\n",
|
||||
"import time"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"path_to_file = 'poem_corpus.txt'"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
" CHRISTMAS NIGHT.\n",
|
||||
"\n",
|
||||
"\n",
|
||||
" Be peace on earth, good will to men;\n",
|
||||
" And let this now our carol be:\n",
|
||||
" If on the land, or on the sea,\n",
|
||||
" We still will sing the glad refrain;\n",
|
||||
" And in the closing light of day\n",
|
||||
" Good words of peace and cheer will say.\n",
|
||||
"\n",
|
||||
" The Babe that in the manger born\n",
|
||||
" Has risen high above the star,\n",
|
||||
" To judge in peace, or judge in war,\n",
|
||||
" To judge at night or judge at morn.\n",
|
||||
" The star that told us of his birth\n",
|
||||
" Has given us joy and lastin\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"text = unidecode.unidecode(open(path_to_file).read())\n",
|
||||
"print(text[:500])"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Dataset creation"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"unique = sorted(set(text)) # unique contains all the unique characters in the corpus\n",
|
||||
"\n",
|
||||
"char2idx = {u:i for i, u in enumerate(unique)} # maps characters to indexes\n",
|
||||
"idx2char = {i:u for i, u in enumerate(unique)} # maps indexes to characters"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"max_length = 100 # Maximum length sentence we want per input in the network\n",
|
||||
"vocab_size = len(unique)\n",
|
||||
"embedding_dim = 256 # number of 'meaningful' features to learn. Ex: ['queen', 'king', 'man', 'woman'] has a least 2 embedding dimension: royalty and gender.\n",
|
||||
"units = 1024 # In keras: number of output of a sequence. In short it rem\n",
|
||||
"BATCH_SIZE = 64\n",
|
||||
"BUFFER_SIZE = 10000"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 8,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"input_text = []\n",
|
||||
"target_text = []\n",
|
||||
"\n",
|
||||
"for f in range(0, len(text) - max_length, max_length):\n",
|
||||
" inps = text[f : f + max_length]\n",
|
||||
" targ = text[f + 1 : f + 1 + max_length]\n",
|
||||
" input_text.append([char2idx[i] for i in inps])\n",
|
||||
" target_text.append([char2idx[t] for t in targ])"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 13,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"WARNING:tensorflow:From <ipython-input-13-3bbc2611a7c8>:2: batch_and_drop_remainder (from tensorflow.contrib.data.python.ops.batching) is deprecated and will be removed in a future version.\n",
|
||||
"Instructions for updating:\n",
|
||||
"Use `tf.data.Dataset.batch(..., drop_remainder=True)`.\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"dataset = tf.data.Dataset.from_tensor_slices((input_text, target_text)).shuffle(BUFFER_SIZE)\n",
|
||||
"dataset = dataset.apply(tf.contrib.data.batch_and_drop_remainder(BATCH_SIZE))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Explaination\n",
|
||||
"\n",
|
||||
"In fact, the algorithm does not learn which characters comes next. It analyzes sequences of characters as inputs (ex: 'abcd'), and predicts sequences as outputs (ex: 'bcde').\n",
|
||||
"\n",
|
||||
"Why?\n",
|
||||
"\n",
|
||||
"During the training phase, it learns more that just the next character. It updates weights for each characters from the input sequence to the output sequence.\n",
|
||||
"\n",
|
||||
"> Consider the sequences 'abcd', 'bcde', 'cdef', 'defg', the letter \"d\" is given different weights that depend on the previous sequences\n",
|
||||
"\n",
|
||||
"The use of these updates helps predicting better the next sequences and so on. So it learns the next character but also all the weights \n",
|
||||
"\n",
|
||||
"The next chunk of code is optional."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 20,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Given the following sequence: \n",
|
||||
"\n",
|
||||
"\n",
|
||||
"ew over the land,\n",
|
||||
" And the country was wild with glee;\n",
|
||||
" And she stilled the wave in the stor\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"the network learns that a correct continuation is: \n",
|
||||
"\n",
|
||||
"w over the land,\n",
|
||||
" And the country was wild with glee;\n",
|
||||
" And she stilled the wave in the storm\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# example of input:\n",
|
||||
"print('Given the following sequence: \\n\\n')\n",
|
||||
"print(''.join(idx2char[input_text[14][i]] for i in range(len(target_text[0]))))\n",
|
||||
"print('\\n\\n')\n",
|
||||
"print('the network has to learn that a correct continuation is: \\n')\n",
|
||||
"# example of output the algorithm has to learn\n",
|
||||
"print(''.join(idx2char[target_text[14][i]] for i in range(len(input_text[0]))))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Model"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 14,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"class Model(tf.keras.Model):\n",
|
||||
" def __init__(self, vocab_size, embedding_dim, units, batch_size):\n",
|
||||
" super(Model, self).__init__()\n",
|
||||
" self.units = units\n",
|
||||
" self.batch_sz = batch_size\n",
|
||||
" self.embedding = tf.keras.layers.Embedding(vocab_size, embedding_dim)\n",
|
||||
" if tf.test.is_gpu_available():\n",
|
||||
" self.gru = tf.keras.layers.CuDNNGRU(self.units, \n",
|
||||
" return_sequences=True, \n",
|
||||
" return_state=True, \n",
|
||||
" recurrent_initializer='glorot_uniform')\n",
|
||||
" else:\n",
|
||||
" self.gru = tf.keras.layers.GRU(self.units, \n",
|
||||
" return_sequences=True, \n",
|
||||
" return_state=True, \n",
|
||||
" recurrent_activation='sigmoid', \n",
|
||||
" recurrent_initializer='glorot_uniform')\n",
|
||||
" self.fc = tf.keras.layers.Dense(vocab_size)\n",
|
||||
" \n",
|
||||
" def call(self, x, hidden):\n",
|
||||
" x = self.embedding(x)\n",
|
||||
" output, states = self.gru(x, initial_state=hidden)\n",
|
||||
" output = tf.reshape(output, (-1, output.shape[2]))\n",
|
||||
" x = self.fc(output)\n",
|
||||
" return x, states"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 15,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"model = Model(vocab_size, embedding_dim, units, BATCH_SIZE)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 16,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"optimizer = tf.train.AdamOptimizer()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 17,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"def loss_function(real, preds):\n",
|
||||
" return tf.losses.sparse_softmax_cross_entropy(labels=real, logits=preds)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Training"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Epoch 1 Batch 0 Loss 4.5975\n",
|
||||
"Epoch 1 Batch 100 Loss 2.1609\n",
|
||||
"Epoch 1 Batch 200 Loss 1.9387\n",
|
||||
"Epoch 1 Loss 1.8163\n",
|
||||
"Time taken for 1 epoch 1007.0127582550049 sec\n",
|
||||
"\n",
|
||||
"Epoch 2 Batch 0 Loss 1.7427\n",
|
||||
"Epoch 2 Batch 100 Loss 1.7149\n",
|
||||
"Epoch 2 Batch 200 Loss 1.6851\n",
|
||||
"Epoch 2 Loss 1.6786\n",
|
||||
"Time taken for 1 epoch 1009.5401530265808 sec\n",
|
||||
"\n",
|
||||
"Epoch 3 Batch 0 Loss 1.5864\n",
|
||||
"Epoch 3 Batch 100 Loss 1.5735\n",
|
||||
"Epoch 3 Batch 200 Loss 1.5432\n",
|
||||
"Epoch 3 Loss 1.5330\n",
|
||||
"Time taken for 1 epoch 1008.4457356929779 sec\n",
|
||||
"\n",
|
||||
"Epoch 4 Batch 0 Loss 1.4756\n",
|
||||
"Epoch 4 Batch 100 Loss 1.5105\n",
|
||||
"Epoch 4 Batch 200 Loss 1.4949\n",
|
||||
"Epoch 4 Loss 1.4980\n",
|
||||
"Time taken for 1 epoch 1010.7342929840088 sec\n",
|
||||
"\n",
|
||||
"Epoch 5 Batch 0 Loss 1.3859\n",
|
||||
"Epoch 5 Batch 100 Loss 1.4656\n",
|
||||
"Epoch 5 Batch 200 Loss 1.4051\n",
|
||||
"Epoch 5 Loss 1.4314\n",
|
||||
"Time taken for 1 epoch 1012.4246871471405 sec\n",
|
||||
"\n",
|
||||
"Epoch 6 Batch 0 Loss 1.3024\n",
|
||||
"Epoch 6 Batch 100 Loss 1.3982\n",
|
||||
"Epoch 6 Batch 200 Loss 1.3920\n",
|
||||
"Epoch 6 Loss 1.4050\n",
|
||||
"Time taken for 1 epoch 1009.992424249649 sec\n",
|
||||
"\n",
|
||||
"Epoch 7 Batch 0 Loss 1.2550\n",
|
||||
"Epoch 7 Batch 100 Loss 1.3588\n",
|
||||
"Epoch 7 Batch 200 Loss 1.3480\n",
|
||||
"Epoch 7 Loss 1.3742\n",
|
||||
"Time taken for 1 epoch 1009.2752959728241 sec\n",
|
||||
"\n",
|
||||
"Epoch 8 Batch 0 Loss 1.1944\n",
|
||||
"Epoch 8 Batch 100 Loss 1.3088\n",
|
||||
"Epoch 8 Batch 200 Loss 1.3028\n",
|
||||
"Epoch 8 Loss 1.3164\n",
|
||||
"Time taken for 1 epoch 1007.6811842918396 sec\n",
|
||||
"\n",
|
||||
"Epoch 9 Batch 0 Loss 1.1755\n",
|
||||
"Epoch 9 Batch 100 Loss 1.2597\n",
|
||||
"Epoch 9 Batch 200 Loss 1.2338\n",
|
||||
"Epoch 9 Loss 1.2662\n",
|
||||
"Time taken for 1 epoch 1010.1400344371796 sec\n",
|
||||
"\n",
|
||||
"Epoch 10 Batch 0 Loss 1.1144\n",
|
||||
"Epoch 10 Batch 100 Loss 1.2354\n",
|
||||
"Epoch 10 Batch 200 Loss 1.2604\n",
|
||||
"Epoch 10 Loss 1.1994\n",
|
||||
"Time taken for 1 epoch 1014.5306894779205 sec\n",
|
||||
"\n",
|
||||
"Epoch 11 Batch 0 Loss 1.0661\n",
|
||||
"Epoch 11 Batch 100 Loss 1.1259\n",
|
||||
"Epoch 11 Batch 200 Loss 1.2032\n",
|
||||
"Epoch 11 Loss 1.2087\n",
|
||||
"Time taken for 1 epoch 1015.837060213089 sec\n",
|
||||
"\n",
|
||||
"Epoch 12 Batch 0 Loss 1.0235\n",
|
||||
"Epoch 12 Batch 100 Loss 1.0992\n",
|
||||
"Epoch 12 Batch 200 Loss 1.1357\n",
|
||||
"Epoch 12 Loss 1.1567\n",
|
||||
"Time taken for 1 epoch 1012.8789830207825 sec\n",
|
||||
"\n",
|
||||
"Epoch 13 Batch 0 Loss 0.9910\n",
|
||||
"Epoch 13 Batch 100 Loss 1.1073\n",
|
||||
"Epoch 13 Batch 200 Loss 1.1040\n",
|
||||
"Epoch 13 Loss 1.1534\n",
|
||||
"Time taken for 1 epoch 1013.3924562931061 sec\n",
|
||||
"\n",
|
||||
"Epoch 14 Batch 0 Loss 0.9614\n",
|
||||
"Epoch 14 Batch 100 Loss 1.0112\n",
|
||||
"Epoch 14 Batch 200 Loss 1.1047\n",
|
||||
"Epoch 14 Loss 1.0997\n",
|
||||
"Time taken for 1 epoch 1010.0549929141998 sec\n",
|
||||
"\n",
|
||||
"Epoch 15 Batch 0 Loss 0.8986\n",
|
||||
"Epoch 15 Batch 100 Loss 1.0099\n",
|
||||
"Epoch 15 Batch 200 Loss 1.0629\n",
|
||||
"Epoch 15 Loss 1.0550\n",
|
||||
"Time taken for 1 epoch 1010.1194486618042 sec\n",
|
||||
"\n",
|
||||
"Epoch 16 Batch 0 Loss 0.8742\n",
|
||||
"Epoch 16 Batch 100 Loss 0.9966\n",
|
||||
"Epoch 16 Batch 200 Loss 1.0665\n",
|
||||
"Epoch 16 Loss 1.0293\n",
|
||||
"Time taken for 1 epoch 1010.7748596668243 sec\n",
|
||||
"\n",
|
||||
"Epoch 17 Batch 0 Loss 0.8696\n",
|
||||
"Epoch 17 Batch 100 Loss 0.9391\n",
|
||||
"Epoch 17 Batch 200 Loss 1.0458\n",
|
||||
"Epoch 17 Loss 0.9827\n",
|
||||
"Time taken for 1 epoch 1009.4000136852264 sec\n",
|
||||
"\n",
|
||||
"Epoch 18 Batch 0 Loss 0.8229\n",
|
||||
"Epoch 18 Batch 100 Loss 0.9418\n",
|
||||
"Epoch 18 Batch 200 Loss 0.9846\n",
|
||||
"Epoch 18 Loss 0.9915\n",
|
||||
"Time taken for 1 epoch 1018.6969776153564 sec\n",
|
||||
"\n",
|
||||
"Epoch 19 Batch 0 Loss 0.8420\n",
|
||||
"Epoch 19 Batch 100 Loss 0.9518\n",
|
||||
"Epoch 19 Batch 200 Loss 0.9679\n",
|
||||
"Epoch 19 Loss 0.9826\n",
|
||||
"Time taken for 1 epoch 1015.187970161438 sec\n",
|
||||
"\n",
|
||||
"Epoch 20 Batch 0 Loss 0.8031\n",
|
||||
"Epoch 20 Batch 100 Loss 0.9082\n",
|
||||
"Epoch 20 Batch 200 Loss 0.9899\n",
|
||||
"Epoch 20 Loss 0.9728\n",
|
||||
"Time taken for 1 epoch 1015.405241727829 sec\n",
|
||||
"\n",
|
||||
"Epoch 21 Batch 0 Loss 0.8155\n",
|
||||
"Epoch 21 Batch 100 Loss 0.8931\n",
|
||||
"Epoch 21 Batch 200 Loss 0.9593\n",
|
||||
"Epoch 21 Loss 0.9730\n",
|
||||
"Time taken for 1 epoch 1014.1239879131317 sec\n",
|
||||
"\n",
|
||||
"Epoch 22 Batch 0 Loss 0.7719\n",
|
||||
"Epoch 22 Batch 100 Loss 0.9102\n",
|
||||
"Epoch 22 Batch 200 Loss 0.9354\n",
|
||||
"Epoch 22 Loss 0.9565\n",
|
||||
"Time taken for 1 epoch 1012.7351298332214 sec\n",
|
||||
"\n",
|
||||
"Epoch 23 Batch 0 Loss 0.7540\n",
|
||||
"Epoch 23 Batch 100 Loss 0.8891\n",
|
||||
"Epoch 23 Batch 200 Loss 0.9431\n",
|
||||
"Epoch 23 Loss 0.9452\n",
|
||||
"Time taken for 1 epoch 1015.2740514278412 sec\n",
|
||||
"\n",
|
||||
"Epoch 24 Batch 0 Loss 0.7557\n",
|
||||
"Epoch 24 Batch 100 Loss 0.8679\n",
|
||||
"Epoch 24 Batch 200 Loss 0.9325\n",
|
||||
"Epoch 24 Loss 0.9061\n",
|
||||
"Time taken for 1 epoch 1013.387583732605 sec\n",
|
||||
"\n",
|
||||
"Epoch 25 Batch 0 Loss 0.7418\n",
|
||||
"Epoch 25 Batch 100 Loss 0.8140\n",
|
||||
"Epoch 25 Batch 200 Loss 0.8961\n",
|
||||
"Epoch 25 Loss 0.9026\n",
|
||||
"Time taken for 1 epoch 1012.0506448745728 sec\n",
|
||||
"\n",
|
||||
"Epoch 26 Batch 0 Loss 0.7547\n",
|
||||
"Epoch 26 Batch 100 Loss 0.8344\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"n_epochs = 30\n",
|
||||
"\n",
|
||||
"for epoch in range(n_epochs):\n",
|
||||
" start = time.time()\n",
|
||||
" hidden = model.reset_states() # initializes the hidden state at the start of every epoch\n",
|
||||
" \n",
|
||||
" for (batch, (inp, target)) in enumerate(dataset):\n",
|
||||
" with tf.GradientTape() as tape:\n",
|
||||
" predictions, hidden = model(inp, hidden) # feeds the hidden state back into the model\n",
|
||||
" target = tf.reshape(target, (-1, )) # reshapes for the loss function\n",
|
||||
" loss = loss_function(target, predictions)\n",
|
||||
" \n",
|
||||
" grads = tape.gradient(loss, model.variables)\n",
|
||||
" optimizer.apply_gradients(zip(grads, model.variables), global_step=tf.train.get_or_create_global_step())\n",
|
||||
"\n",
|
||||
" if batch % 100 == 0:\n",
|
||||
" print ('Epoch {} Batch {} Loss {:.4f}'.format(epoch + 1, batch, loss))\n",
|
||||
" \n",
|
||||
" print ('Epoch {} Loss {:.4f}'.format(epoch + 1, loss))\n",
|
||||
" print('Time taken for 1 epoch {} sec\\n'.format(time.time() - start))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
" ...\n",
|
||||
" \n",
|
||||
"The model was trained on Paperspace. 5 epochs are missing due to an average Internet connecton.\n",
|
||||
"\n",
|
||||
"Anyway, it is enough to generate some text with the model.\n",
|
||||
"\n",
|
||||
"### Text generation"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 38,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"The childhood rose that we may do,\n",
|
||||
"And now the country seat her shall he died,\n",
|
||||
" And her shadow of regret?\n",
|
||||
"\n",
|
||||
"If you can dress your head and stone be forget--\n",
|
||||
" That were coming home from the corner of her eye.\n",
|
||||
"\n",
|
||||
"He did one that ever one to the summer of the rain!\n",
|
||||
"\n",
|
||||
"She was wanting from the pine,\n",
|
||||
" And the song of his lower lay,\n",
|
||||
"While I am sad and sent the truest,\n",
|
||||
" And one clothe lads that waits\n",
|
||||
" Of the black men doth clouds the stars,\n",
|
||||
" And the stars have broken the stars\n",
|
||||
" Stood on the brook, the bridge is passing through the starry skies.\n",
|
||||
"\n",
|
||||
" When the sun was clear, and the thing to be true\n",
|
||||
" A blaze in the stream of the steed,\n",
|
||||
" And the stars have broken the stairs,\n",
|
||||
" And the clearing and the long bright morning stair,\n",
|
||||
" And one that makes the dark bells they seemed to say:\n",
|
||||
" \"But one song of the crowd.\n",
|
||||
" The stars come and the straw,\n",
|
||||
" And cold and still their welcome home.\n",
|
||||
"\n",
|
||||
" All the cold work that has lured the sea,\n",
|
||||
" And the clock stood calm and sti\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"num_generate = 1000 # number of characters to generate\n",
|
||||
"start_string = 'The child' # beginning of the generated text. TODO: try start_string = ' '\n",
|
||||
"\n",
|
||||
"input_eval = [char2idx[s] for s in start_string] # converts start_string to numbers the model understands\n",
|
||||
"input_eval = tf.expand_dims(input_eval, 0) # \n",
|
||||
"\n",
|
||||
"text_generated = ''\n",
|
||||
"\n",
|
||||
"temperature = 0.97 # the greater, the closer to an observation in the corpus\n",
|
||||
"\n",
|
||||
"hidden = [tf.zeros((1, units))]\n",
|
||||
"for i in range(num_generate):\n",
|
||||
" predictions, hidden = model(input_eval, hidden) # predictions holds the probabily for each character to be most adequate continuation\n",
|
||||
"\n",
|
||||
" predictions = predictions / temperature # alters characters' probabilities to be picked (but keeps the order)\n",
|
||||
" predicted_id = tf.multinomial(tf.exp(predictions), num_samples=1)[0][0].numpy() # picks the next character for the generated text\n",
|
||||
" \n",
|
||||
" input_eval = tf.expand_dims([predicted_id], 0)\n",
|
||||
" text_generated += idx2char[predicted_id] # appends\n",
|
||||
"\n",
|
||||
"print (start_string + text_generated)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Conclusion\n",
|
||||
"\n",
|
||||
"That's promising:\n",
|
||||
"* It spells words correctly\n",
|
||||
"* There is some structure (line breaks).\n",
|
||||
"* Found a punctation rule\n",
|
||||
"\n",
|
||||
"Easy-to-fix issue: indents. The corpus itself is inconsitent for that regard. The fact that the model mimics the indents is in fact a good news.\n",
|
||||
"\n",
|
||||
"Harder-to-fix issue: Sentences make little sense. Maybe further training will be enough. Also, playing with hyperparameters will help."
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.6.3"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
@@ -1,114 +0,0 @@
|
||||
import tensorflow as tf # version 1.9 or above
|
||||
tf.enable_eager_execution() # Execution of code as it runs in the notebook. Normally, TensorFlow looks up the whole code before execution for efficiency.
|
||||
|
||||
import numpy as np
|
||||
import re
|
||||
import random
|
||||
import unidecode
|
||||
import time
|
||||
|
||||
|
||||
path_to_file = 'poem_corpus.txt'
|
||||
text = unidecode.unidecode(open(path_to_file).read())
|
||||
|
||||
unique = sorted(set(text)) # unique contains all the unique characters in the corpus
|
||||
|
||||
char2idx = {u:i for i, u in enumerate(unique)} # maps characters to indexes
|
||||
idx2char = {i:u for i, u in enumerate(unique)} # maps indexes to characters
|
||||
|
||||
# Hyperparameters
|
||||
max_length = 100 # Maximum length sentence we want per input in the network
|
||||
vocab_size = len(unique)
|
||||
embedding_dim = 256 # number of 'meaningful' features to learn. Ex: ['queen', 'king', 'man', 'woman'] has a least 2 embedding dimension: royalty and gender.
|
||||
units = 1024 # In keras: number of output of a sequence. In short it rem
|
||||
BATCH_SIZE = 64
|
||||
BUFFER_SIZE = 10000
|
||||
|
||||
|
||||
input_text = []
|
||||
target_text = []
|
||||
|
||||
for f in range(0, len(text) - max_length, max_length):
|
||||
inps = text[f : f + max_length]
|
||||
targ = text[f + 1 : f + 1 + max_length]
|
||||
input_text.append([char2idx[i] for i in inps])
|
||||
target_text.append([char2idx[t] for t in targ])
|
||||
|
||||
dataset = tf.data.Dataset.from_tensor_slices((input_text, target_text)).shuffle(BUFFER_SIZE)
|
||||
dataset = dataset.apply(tf.contrib.data.batch_and_drop_remainder(BATCH_SIZE))
|
||||
|
||||
|
||||
class Model(tf.keras.Model):
|
||||
def __init__(self, vocab_size, embedding_dim, units, batch_size):
|
||||
super(Model, self).__init__()
|
||||
self.units = units
|
||||
self.batch_sz = batch_size
|
||||
self.embedding = tf.keras.layers.Embedding(vocab_size, embedding_dim)
|
||||
if tf.test.is_gpu_available():
|
||||
self.gru = tf.keras.layers.CuDNNGRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform')
|
||||
else:
|
||||
self.gru = tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_activation='sigmoid', recurrent_initializer='glorot_uniform')
|
||||
self.fc = tf.keras.layers.Dense(vocab_size)
|
||||
|
||||
def call(self, x, hidden):
|
||||
x = self.embedding(x)
|
||||
output, states = self.gru(x, initial_state=hidden)
|
||||
output = tf.reshape(output, (-1, output.shape[2]))
|
||||
x = self.fc(output)
|
||||
return x, states
|
||||
|
||||
model = Model(vocab_size, embedding_dim, units, BATCH_SIZE)
|
||||
|
||||
optimizer = tf.train.AdamOptimizer()
|
||||
|
||||
# using sparse_softmax_cross_entropy so that we don't have to create one-hot vectors
|
||||
def loss_function(real, preds):
|
||||
return tf.losses.sparse_softmax_cross_entropy(labels=real, logits=preds)
|
||||
|
||||
|
||||
# Training step
|
||||
|
||||
EPOCHS = 30
|
||||
|
||||
for epoch in range(EPOCHS):
|
||||
start = time.time()
|
||||
hidden = model.reset_states()
|
||||
for (batch, (inp, target)) in enumerate(dataset):
|
||||
with tf.GradientTape() as tape:
|
||||
predictions, hidden = model(inp, hidden)
|
||||
target = tf.reshape(target, (-1,))
|
||||
loss = loss_function(target, predictions)
|
||||
|
||||
grads = tape.gradient(loss, model.variables)
|
||||
optimizer.apply_gradients(zip(grads, model.variables), global_step=tf.train.get_or_create_global_step())
|
||||
|
||||
if batch % 100 == 0:
|
||||
print ('Epoch {} Batch {} Loss {:.4f}'.format(epoch + 1, batch, loss))
|
||||
|
||||
print ('Epoch {} Loss {:.4f}'.format(epoch + 1, loss))
|
||||
print('Time taken for 1 epoch {} sec\n'.format(time.time() - start))
|
||||
|
||||
|
||||
# Evaluation step(generating text using the model learned)
|
||||
|
||||
num_generate = 1000 # number of characters to generate
|
||||
start_string = 'The child' # beginning of the generated text. TODO: try start_string = ' '
|
||||
|
||||
input_eval = [char2idx[s] for s in start_string] # converts start_string to numbers the model understands
|
||||
input_eval = tf.expand_dims(input_eval, 0) #
|
||||
|
||||
text_generated = ''
|
||||
|
||||
temperature = 0.97 # the greater, the closer to an observation in the corpus
|
||||
|
||||
hidden = [tf.zeros((1, units))]
|
||||
for i in range(num_generate):
|
||||
predictions, hidden = model(input_eval, hidden) # predictions holds the probabily for each character to be most adequate continuation
|
||||
|
||||
predictions = predictions / temperature # alters characters' probabilities to be picked (but keeps the order)
|
||||
predicted_id = tf.multinomial(tf.exp(predictions), num_samples=1)[0][0].numpy() # picks the next character for the generated text
|
||||
|
||||
input_eval = tf.expand_dims([predicted_id], 0)
|
||||
text_generated += idx2char[predicted_id]
|
||||
|
||||
print (start_string + text_generated)
|
||||
@@ -1,105 +0,0 @@
|
||||
from __future__ import print_function
|
||||
from keras.callbacks import LambdaCallback
|
||||
from keras.models import Sequential
|
||||
from keras.layers import Dense
|
||||
from keras.layers import LSTM
|
||||
from keras.optimizers import RMSprop
|
||||
from keras.utils.data_utils import get_file
|
||||
import numpy as np
|
||||
import random
|
||||
import sys
|
||||
import io
|
||||
|
||||
|
||||
path = 'rhymes.txt'
|
||||
with open(path, encoding='utf-8') as f:
|
||||
text = f.read().lower()
|
||||
|
||||
text = text.split()
|
||||
chars = sorted(list(set(text))) # vocabulary of rhymes in the corpus
|
||||
|
||||
|
||||
# transform words into integer
|
||||
char_indices = dict((c, i) for i, c in enumerate(chars))
|
||||
indices_char = dict((i, c) for i, c in enumerate(chars))
|
||||
|
||||
maxlen = 40
|
||||
step = 1
|
||||
sentences = []
|
||||
next_chars = []
|
||||
|
||||
|
||||
# creating input and output
|
||||
for i in range(0, len(text) - maxlen, step):
|
||||
sentences.append(text[i: i + maxlen])
|
||||
next_chars.append(text[i + maxlen])
|
||||
|
||||
|
||||
print('Vectorization...')
|
||||
x = np.zeros((len(sentences), maxlen, len(chars)), dtype=np.bool)
|
||||
y = np.zeros((len(sentences), len(chars)), dtype=np.bool)
|
||||
for i, sentence in enumerate(sentences):
|
||||
for t, char in enumerate(sentence):
|
||||
x[i, t, char_indices[char]] = 1
|
||||
y[i, char_indices[next_chars[i]]] = 1
|
||||
|
||||
|
||||
# build the LSTM model
|
||||
print('Build model...')
|
||||
model = Sequential()
|
||||
model.add(LSTM(128, input_shape=(maxlen, len(chars))))
|
||||
model.add(Dense(len(chars), activation='softmax'))
|
||||
|
||||
optimizer = RMSprop(lr=0.01)
|
||||
model.compile(loss='categorical_crossentropy', optimizer=optimizer)
|
||||
|
||||
|
||||
def sample(preds, temperature=1.0):
|
||||
# Generates the next word
|
||||
preds = np.asarray(preds).astype('float64')
|
||||
preds = np.log(preds) / temperature
|
||||
exp_preds = np.exp(preds)
|
||||
preds = exp_preds / np.sum(exp_preds)
|
||||
probas = np.random.multinomial(1, preds, 1)
|
||||
return np.argmax(probas)
|
||||
|
||||
|
||||
def on_epoch_end(epoch, _):
|
||||
# Function invoked at end of each epoch. Prints generated text.
|
||||
if epoch % 5 == 0:
|
||||
print()
|
||||
print('----- Generating text after Epoch: {}'.format(epoch + 1))
|
||||
|
||||
start_index = random.randint(0, len(text) - maxlen - 1)
|
||||
for diversity in [0.2, 0.5, 1.0, 1.2]:
|
||||
print('----- diversity:', diversity)
|
||||
|
||||
generated = [rhyme]
|
||||
sentence = text[start_index: start_index + maxlen]
|
||||
generated += [sentence]
|
||||
print('----- Generating from: "{}"'.format(sentence))
|
||||
sys.stdout.write("{}".format(generated))
|
||||
|
||||
for i in range(40):
|
||||
x_pred = np.zeros((1, maxlen, len(chars)))
|
||||
for t, char in enumerate(sentence):
|
||||
x_pred[0, t, char_indices[char]] = 1.
|
||||
|
||||
preds = model.predict(x_pred, verbose=0)[0]
|
||||
next_index = sample(preds, diversity)
|
||||
next_char = indices_char[next_index]
|
||||
|
||||
generated += [next_char]
|
||||
sentence = sentence[1:] + [next_char]
|
||||
|
||||
sys.stdout.write('{}'.format([next_char]))
|
||||
sys.stdout.flush()
|
||||
print()
|
||||
|
||||
print_callback = LambdaCallback(on_epoch_end=on_epoch_end)
|
||||
|
||||
model.fit(x, y,
|
||||
batch_size=128,
|
||||
epochs=20,
|
||||
callbacks=[print_callback])
|
||||
|
||||
-34517
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user