tf_model.log

2017-09-06 00:11:34,495 - utils - DEBUG - call: tf_model.py train --checkpoint=checkpoints/tf_tinyshakespeare/model.ckpt --text=data/tinyshakespeare.txt
2017-09-06 00:11:34,496 - utils - DEBUG - ArgumentParser: Namespace(batch_size=64, checkpoint_path='checkpoints/tf_tinyshakespeare/model.ckpt', clip_norm=5.0, drop_rate=0.0, embedding_size=32, learning_rate=0.001, main=<function train_main at 0x7fce3d2e2bf8>, num_epochs=32, num_layers=2, restore=False, rnn_size=128, seq_len=64, text_path='data/tinyshakespeare.txt')
2017-09-06 00:11:34,497 - __main__ - INFO - corpus length: 1115394.
2017-09-06 00:11:34,498 - __main__ - INFO - building model: {'num_layers': 2, 'batch_size': 64, 'rnn_size': 128, 'p_keep': 1.0, 'embedding_size': 32, 'vocab_size': 98, 'learning_rate': 0.001, 'clip_norm': 5.0}.
2017-09-06 00:11:34,499 - __main__ - DEBUG - building inference graph: {'num_layers': 2, 'batch_size': 64, 'rnn_size': 128, 'p_keep': 1.0, 'embedding_size': 32, 'vocab_size': 98}.
2017-09-06 00:11:34,683 - __main__ - DEBUG - building evaluation graph: {}.
2017-09-06 00:11:34,696 - __main__ - DEBUG - building training graph: {'learning_rate': 0.001, 'clip_norm': 5.0}.
2017-09-06 00:11:35,475 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:11:35,735 - __main__ - INFO - tensorboard set up.
2017-09-06 00:11:35,735 - __main__ - INFO - building model: {'num_layers': 2, 'batch_size': 1, 'rnn_size': 128, 'p_keep': 1.0, 'embedding_size': 32, 'vocab_size': 98, 'learning_rate': 0.001, 'clip_norm': 5.0}.
2017-09-06 00:11:35,736 - __main__ - DEBUG - building inference graph: {'num_layers': 2, 'batch_size': 1, 'rnn_size': 128, 'p_keep': 1.0, 'embedding_size': 32, 'vocab_size': 98}.
2017-09-06 00:11:35,939 - __main__ - INFO - inference model loaded: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:11:36,200 - __main__ - INFO - start of training.
2017-09-06 00:11:36,204 - utils - INFO - number of batches: 272.
2017-09-06 00:11:36,205 - utils - INFO - effective text length: 1114112.
2017-09-06 00:11:36,205 - utils - INFO - x shape: (64, 17408).
2017-09-06 00:11:36,205 - utils - INFO - y shape: (64, 17408).
2017-09-06 00:13:09,073 - __main__ - INFO - epoch: 1, duration: 92s, loss: 3.138.
2017-09-06 00:13:09,200 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:13:09,230 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:13:09,230 - __main__ - INFO - generating with seed: "re".
2017-09-06 00:13:09,847 - __main__ - INFO - generated text:
reoltaoud alet miaele iesl saur thee withe
 whe an hass wo hocse,
sor nant mote iouthe bor iod
iwd al it alirsd morhy whr ortee, ane sit snasd mere helart an sn hire mise wo wor biu hout ne bor iitthe haus,

eous isren ans biul wan hos syenlisd.

AROTES:
IENR:ONOO she me ion bod,
tantsininl,
teasenl wn sasite het ais meerded tott tradd shhy mhats teiss.

I ward
tiir
stinr ton oraln
tes, I toun boset, aaus bul muss orelhe ne m int,
Ahes ae sareneulot il bo anns, tis bateito he toenns iurd wimis hine taue ie to

2017-09-06 00:14:42,394 - __main__ - INFO - epoch: 2, duration: 92s, loss: 2.40693.
2017-09-06 00:14:42,511 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:14:42,537 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:14:42,537 - __main__ - INFO - generating with seed: "be
stolen out of".
2017-09-06 00:14:43,167 - __main__ - INFO - generated text:
be
stolen out of whird marle core on hors,
Heerdeus, mougorg ou damine mele seer wour thor il, ane, sith thee wourd mom mour.
O mearet
Wast toud
Tall toulg'd sracs mith sorses. to the meas.

RANE:
Ther old is wo to be ciy it tho the wo hith,
Ande badistom he lay, the colr culet nalk.

ERIUI:
Sow thes', wat ad bistong and,
Hos the al tou homes it and alentorl on wow,
Whele helat
I heard sintses wendes heer.
TI mes wouk so hour shoce ande be hole suddad is tharld marsorgiy matind hy ther thave sictelt marteunt tham mome.
Wan

2017-09-06 00:16:15,939 - __main__ - INFO - epoch: 3, duration: 92s, loss: 2.21615.
2017-09-06 00:16:16,056 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:16:16,081 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:16:16,082 - __main__ - INFO - generating with seed: ",
So".
2017-09-06 00:16:16,716 - __main__ - INFO - generated text:
,
SoANLINOLN
ILEOS VIO hath
Thour of the welanderdint of ay thad heth to lo shy the thiter buve tinss they fother, hyow of the mime as is hee cotke,
Whenset frand mland oul shild he fos wire fis alther hate, me, theirs you ceavers, fenar ow the wind'y hell my mang, as ter borimins of frins
Wert, samle thest and deed by, tirgenton spongerser by wous
tird for and af hinge and blall as thour:
Bellen the to be meert, thom my soncorginc in il sorst ore,
Thes to mee this in tham in by hhar
I the wosd seave,, the chei

2017-09-06 00:17:49,647 - __main__ - INFO - epoch: 4, duration: 92s, loss: 2.1074.
2017-09-06 00:17:49,761 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:17:49,787 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:17:49,787 - __main__ - INFO - generating with seed: "be entombed in a".
2017-09-06 00:17:50,423 - __main__ - INFO - generated text:
be entombed in a cusher.

SOMED:
I dorl moss wister hat thay, the bien, he be wing; to
The sark of in thousune:
Of shuud?
And heme, sich hath thater or thee theas, thith the hein but am to his hourt; by his my anl cive samore or healss ay ald
to messirg anl for tpusen, so by myards op the whis still oul.
His wert hicield'ls, and fim is fall suve this corting the love in and mes and tither, thourd is, are the here to he the hey thoust tale bear.;
I loter of sidsese hear hear his ap and how op mesters
Whowe hercitor, freot a

2017-09-06 00:19:23,535 - __main__ - INFO - epoch: 5, duration: 93s, loss: 2.02455.
2017-09-06 00:19:23,654 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:19:23,679 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:19:23,680 - __main__ - INFO - generating with seed: " I do.

PROSPERO".
2017-09-06 00:19:24,309 - __main__ - INFO - generated text:
 I do.

PROSPERO:
Brom with his that mith to cive of bave heart, my
Of thar did
the tome any bode so sour halg, hear, thing aras houth's sonse hound thea,
Shach where,
Hing my lot the sone so peet mare; he brother sieres;
In delong mave thee fatnanst:
Herters that wans mulle tell, the sure,,
And all the lomt of the have fan thy
What as brothed on becone,
And harling threy frosce master
To thim her ay sorsorfer hord.

KUNG HaRELE:
I
And thith sim be but hese,
Breat thend to to doos his besson slish, and to pravim.

BUCETISG

2017-09-06 00:20:56,849 - __main__ - INFO - epoch: 6, duration: 92s, loss: 1.95659.
2017-09-06 00:20:56,965 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:20:56,994 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:20:56,995 - __main__ - INFO - generating with seed: " man's
persuasio".
2017-09-06 00:20:57,613 - __main__ - INFO - generated text:
 man's
persuasione are tham if hy she dids, and insterings,
Folts whow wos own, I whis cours when. He sich tren there, my durse tese;
The fone to will thing beest the hould,
Sele the lengling a sir.

PROUT ARLAMI
TARDESH:
Thim nair breest thim tham is then a my hoult.

KA DYUNTI
HONCHAKE
AL ELATI:
To but, where with hou cauke, and heakn of mest if net of all wersed oo
tead hale,
Shear wasp, he to have here be to to shank
And telllodess indert, fart his condund,
As think warr on their my what it hey mang of nose indres,
And

2017-09-06 00:22:30,775 - __main__ - INFO - epoch: 7, duration: 93s, loss: 1.89692.
2017-09-06 00:22:30,896 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:22:30,922 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:22:30,923 - __main__ - INFO - generating with seed: "s,
Her whip of c".
2017-09-06 00:22:31,553 - __main__ - INFO - generated text:
s,
Her whip of cinched, in sut alanciciin
The carsuer it is tourses wain weaclired
In stood it my wind the foods, my some my sulat
Whip not, hild, mine? I thou? whee to hey sindous mear
And sofss of is so chind it to be,
The bigtting of mame in that?

SORUSONA:
Save sir no cimp the hored so the pricienst;
On in anlet the my spay mans you.

PAREST:
O arvised with wilind shath santy sie.
Shean as you hands, a piviends, what mide,
As have
Teathall stall aglom'd.

ANCESSEL:
No bich of man so will not in besoon.

ANCELA:
Thou w

2017-09-06 00:24:05,708 - __main__ - INFO - epoch: 8, duration: 94s, loss: 1.84545.
2017-09-06 00:24:05,823 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:24:05,848 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:24:05,848 - __main__ - INFO - generating with seed: "death is most in".
2017-09-06 00:24:06,483 - __main__ - INFO - generated text:
death is most ines;
Tare too so muse am how you ching mast,
Hamally, by be than with hing here it,
And as arion of himsere you come.

KINRY SKEN EONGRUR:
Burstent thou crame more, folth of him.

CLOPUCFORI:
Thou have
And a tings, for, ands me mast.

Shirsemon In inconen:
Here instich her a dirst to commay
Sare your word.

ASCARIO:
I man ir hile too, bay ward,
For bedfier you ay we'th, so all shour spuilt; heir a dout:
For why so conforth of stand my dade of'ncy wasced,
That broconotht theling. O worsembitis the sie;
May in

2017-09-06 00:25:39,593 - __main__ - INFO - epoch: 9, duration: 93s, loss: 1.80238.
2017-09-06 00:25:39,710 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:25:39,738 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:25:39,738 - __main__ - INFO - generating with seed: "DY ANNE:".
2017-09-06 00:25:40,364 - __main__ - INFO - generated text:
DY ANNE:K<&@6__<Q6~_||~}}QQ9|0@9*__QQ_@9Q~Q|~609~__6Q~_}0_]|}~|5KQ]|*Q6_9QQ@6<|*|*_|*|Q}}~]~_}*96@@6Q|Q*Q9*}*|}|6*~690Q*}6*@*}]Q|5Q]}Q_|99}||5}6~0~]6Q96}99*~99*6Q6}Q]|_Q@|**6|*}@~~69__|9*9*K_6Q]0}|}9]Q@Q]|Q*~~]}~|*__**|69~6@@6_@66}9]~@Q~~@9Q@|9|9**66__@__*66}Q|}|}Q_*_5|0}_9Q_9|~66|}]9*@~69*Q]6}}9~~]~_9}6699*K_}@]}]Q*6|*99]*~9QQ]Q]_Q7@9|}}|9Q9_5QQ]}Q_<|@~}6~|_**}}|_@_*@Q]|_}|Q696@@QQ69Q@Q<~|9}@]69~_6*Q~|_6}*Q@Q|@_~}|*K*K~}@~|6*69@|6Q_96@_]|__~99_]Q_9Q**6}@9@}~@*9*K*~Q9_]@]]*K@99}6Q}_~|96*KK|*K@Q6QQ*99KQ5~~Q|}}_|9Q_

2017-09-06 00:27:13,496 - __main__ - INFO - epoch: 10, duration: 93s, loss: 1.7648.
2017-09-06 00:27:13,611 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:27:13,637 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:27:13,637 - __main__ - INFO - generating with seed: "r ".
2017-09-06 00:27:14,271 - __main__ - INFO - generated text:
r unllties:
Who speet with his will shere, apise:': forsed, bety angle?
And and shime of thy gome to to thoughs morrit the sold.
This mease, with, and most my firturice.

LARY CERCHEMY:
So the done, be thou all whrintion,
Whink, alf bit that is blay infest, his mover by seather?

GRINGLOL:
Ay, I hand, the bouth, will with allod see too
so the bodes to tan other, for silly.
Wascend see but.

DUCIO:
Shour ble the most me, words some, sul my many our tay
And his sinerd strembet bistended'd.

DUKE VINCENTIA:
Or h

2017-09-06 00:28:48,072 - __main__ - INFO - epoch: 11, duration: 93s, loss: 1.7319.
2017-09-06 00:28:48,189 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:28:48,215 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:28:48,215 - __main__ - INFO - generating with seed: ":
Make good this".
2017-09-06 00:28:48,838 - __main__ - INFO - generated text:
:
Make good this prillow, bord, for not, I come;
Freat and-bressuars, what such not him not.

COMINLO:
I chain.
To her is through: to cheet bided, simings.

LALIUN:
Wound a brilling of tears; and ampow
As what thou that hear so weety of the come.

BENENIUS:
I have stance, browes,
Wimpural it it apperfore my liton: hen, that tell on,
My doul to mrother wouts my with ourselfer
As med turnopion, brouthars ip the press of
Thy some, my light a bear this bread men
the forther afoly to thou well of the sain we
Have warrs of the s

2017-09-06 00:30:22,183 - __main__ - INFO - epoch: 12, duration: 93s, loss: 1.70274.
2017-09-06 00:30:22,298 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:30:22,324 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:30:22,325 - __main__ - INFO - generating with seed: " s".
2017-09-06 00:30:22,954 - __main__ - INFO - generated text:
 swI And severigh me.
But so not of thuse ow naw? thee, fair as
Begeness with his his fash will shour, I con with, a pray.

GLONTES:
So, frined me, as that it no purins and with so
The farrow to the mest to heard.

LATH:
Fon may in a meen the trumpy forth.
Thou art weep the'ch her briffined for by to be sealt
The say swourd sofs all, wiftorm my lond.
Then thou hould were, whent the hand their butter sin than
The sie; I beful of will them.

A MaNd:
Say in a more with, was apon made witlards.

DUKE VINCENTIO:
H

2017-09-06 00:31:55,987 - __main__ - INFO - epoch: 13, duration: 93s, loss: 1.67712.
2017-09-06 00:31:56,106 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:31:56,141 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:31:56,141 - __main__ - INFO - generating with seed: "think you?

DUKE".
2017-09-06 00:31:56,765 - __main__ - INFO - generated text:
think you?

DUKE HING EDISTLAD:
I do my slock wise muth thy presees;
It this hath: thited: heaving, to sid?
But my call all alied should be nothrouse
With of the thich non out on the wast, maries;
And have for theid so my soveremon of away:
I apon, he woll in these, sir himsed me or speak.
We last.

COPULES:
Why,
I heart, and my wall me?: and feace you horse.

DUKE VINKE:
Mispers it with bring make of he scies:
It it her sumperse man the dese intelly,
To the coursenged, thould this mile to thou mins;
Fon, now you do that c

2017-09-06 00:33:30,852 - __main__ - INFO - epoch: 14, duration: 94s, loss: 1.65431.
2017-09-06 00:33:30,968 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:33:30,993 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:33:30,993 - __main__ - INFO - generating with seed: "oble creature in her,
Dash'd all".
2017-09-06 00:33:31,624 - __main__ - INFO - generated text:
oble creature in her,
Dash'd all it out, I will mistill burse
my men bed there ansurin men,
That nemvy'd to atary sid the words,
And hearfy tommon'd bordsteriold,
Well tine, beam their some forsels, as as your will of.

First Singmer:
Wither say, I have much of yor them,
And denecking to do agow never othing thy?

Secus:
Should think of naw is my sorrain pidy shall sir:
Whereo,? if you slow on of a hand.

BRUCHIO:
By were with stainsh. Sir, my comourt, sings, and here.

PALITIN:
You care and not stay this cansife you
whan inclock,
Heart b

2017-09-06 00:35:05,024 - __main__ - INFO - epoch: 15, duration: 93s, loss: 1.6338.
2017-09-06 00:35:05,152 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:35:05,177 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:35:05,177 - __main__ - INFO - generating with seed: "hen the kite bui".
2017-09-06 00:35:05,806 - __main__ - INFO - generated text:
hen the kite buith:
Whele with our him me strose sume to tay
And by welt of her so hen his lied thick?

FRLARD:
A hear that buch their hope as you he dences,
To this would at is beaty, the harbing;
My hee heary, whine one told with hath:' by love see thrould
Who care wither is no bedientiar.

LUSEN:
What we had al be my sence
His better shour me striend your sousing
To thou sill of the suckie abeid?

Secord:
That henchen you seve sent of the weeth
The duke to some his curn before hath with.

GLOUCESTERS:
His cudy, my miste

2017-09-06 00:36:38,888 - __main__ - INFO - epoch: 16, duration: 93s, loss: 1.61538.
2017-09-06 00:36:39,004 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:36:39,031 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:36:39,032 - __main__ - INFO - generating with seed: "t alone, sir.

M".
2017-09-06 00:36:39,653 - __main__ - INFO - generated text:
t alone, sir.

MENENIUS:
Now his slup hind, at it too, I main offers to
Would me my foe: whos' would not to dreated
Will sinst that the causise of solas
How so should not will nough would make
Which to arm here, and him to deep be hall.

Serupe:
Says you, talk thou weeth tell talture morre,
The bedound, that hour, as thy breature in fire,
I am hath take your willied and all me to my day; to worn.

BENVERSSONE:
All: he find worm ibort better seat!

LEONTES:
I signom, wates. Ho, set seen, they, free:
When the prisure talter

2017-09-06 00:38:13,515 - __main__ - INFO - epoch: 17, duration: 93s, loss: 1.59881.
2017-09-06 00:38:13,633 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:38:13,659 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:38:13,659 - __main__ - INFO - generating with seed: "mes man, woman a".
2017-09-06 00:38:14,295 - __main__ - INFO - generated text:
mes man, woman a friends
To them and murth. Cabsick, till new, to misher?
His news me, and hence them, will is for so.

DUKE VINCENTIO:
Sillas.

All:
And inclaty my comout the difer his:
But's hearth: he's speating suctoms,
What nead, fir not a comishias? Counts were thou way.
Why, they wound thy wortuputy was he man are,
Shall is is beforden the say
This forst should hast trutire of bear,
Hear not been the coucses; and bust, the mind,
And not a woll to that how trumper boy tate
To weed's as you a peport, at souns for
the

2017-09-06 00:39:47,219 - __main__ - INFO - epoch: 18, duration: 92s, loss: 1.58379.
2017-09-06 00:39:47,334 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:39:47,360 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:39:47,360 - __main__ - INFO - generating with seed: "id me lurk
Where".
2017-09-06 00:39:47,975 - __main__ - INFO - generated text:
id me lurk
Where weepount more by him then the desear
Tid all say me abingly by the gasher?

DUKE VINCENTIO:
O bet the spead be on conservest,
His sow, I such there in this sweat, till are fit as
Apon the fing brothers will so homan tels:
Hat my feithrous, terper may not so strond.
Why though the past of deep basident,
To make shall a tords blaid surd bedese of myieve;
I this brother of with of her and strain
Cormiar, but thou lead to a bear'd.

PETROUS:
All slaigh, shore tall. Why, nobles, some?

Secazvin:
I cramour follo

2017-09-06 00:41:21,290 - __main__ - INFO - epoch: 19, duration: 93s, loss: 1.57002.
2017-09-06 00:41:21,407 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:41:21,434 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:41:21,434 - __main__ - INFO - generating with seed: " go:
Com".
2017-09-06 00:41:22,048 - __main__ - INFO - generated text:
 go:
Come is a tonguared, would as would no stung;
Who, we boight'st ase too coundly she drief.

KING EDWArRIO:
Nown, then.
Then,
Why, at thou will hath mant by the must
Freed of as mays any from will for street and
that than me tall this sussemicion, and some.

KE KING RARWI:
Sater all thereign all set his dead should
A blove a wain tould as solen.

CINEES ELIZABETH:
We-dided; I has found wiscution;
What's sall not tay, tongucian at them out
The try then, with they how's bod have with thou?
And now sind you not he

2017-09-06 00:42:55,211 - __main__ - INFO - epoch: 20, duration: 93s, loss: 1.55734.
2017-09-06 00:42:55,322 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:42:55,347 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:42:55,347 - __main__ - INFO - generating with seed: " success;
Or more than common fe".
2017-09-06 00:42:55,961 - __main__ - INFO - generated text:
 success;
Or more than common fended bain sore?

Aldinor:
Am, will no miding, I have due,
Thein so not busirst's beating blot one besied tood
Who's are his channish will be molace of woo will on
Telter masters' with sun what both at bean.
Had there to heaven thee while there's make,
He will to see was more of there, fir,
Is whither son of this not, sire what do will.

AlriLan:
How the word was to the propers; as her hull
Wees that shall have me not be too? Which nothing.

ALBULLO:
Terpead, and that is now for the speak'd:
Hand you and-gra

2017-09-06 00:44:29,246 - __main__ - INFO - epoch: 21, duration: 93s, loss: 1.54566.
2017-09-06 00:44:29,361 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:44:29,394 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:44:29,394 - __main__ - INFO - generating with seed: "t is not strange".
2017-09-06 00:44:30,002 - __main__ - INFO - generated text:
t is not stranged
Where the morry grown for musigh in an son,
Bearn and so seed me mets mind to the gry
The weed, as to your houses, with owes.

KING EDWARD IV:
My like of the chantemity and come; and, as this are tonguard;
I would age you?
This' then you all his best hear in the garden.

BENVOLIO:
Ay, I shall here in thy sin, a befise,--
We do her duke your be to a thould
And strion, and witne, falt that slaight supper'd
Bour site of mile and the can them betwich;
Thy words me how shousinl though own a sold.

CORIOLA:
I t

2017-09-06 00:46:02,848 - __main__ - INFO - epoch: 22, duration: 92s, loss: 1.53484.
2017-09-06 00:46:02,963 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:46:02,993 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:46:02,994 - __main__ - INFO - generating with seed: "e no".
2017-09-06 00:46:03,596 - __main__ - INFO - generated text:
e not,
Tell with surse on whose dosts thee he bity:
Are thou maugh the trymicy. But I will so thine:
But mine a growing the fear him, when you to his
The woman a saly be most wit thow? Ones,
I word; is ban you have most way her
To aliner'd with here; sir?
And thou'll be five mean.

ARIEL:
The swalt, then most to the courd, for my?

LUCENTIO:
I did and trongen in the were to stit.

Pirttman:
Thy heard and begon to have wail.

GLOUT:
My lord intenter any defuse it sound hath with
Was a weeple, to thou stunchout f

2017-09-06 00:47:36,219 - __main__ - INFO - epoch: 23, duration: 92s, loss: 1.52482.
2017-09-06 00:47:36,337 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:47:36,364 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:47:36,364 - __main__ - INFO - generating with seed: "er".
2017-09-06 00:47:36,970 - __main__ - INFO - generated text:
erxt! O HARGALL:
There worse's time to are thee a call boy send:
No into sire it man is myself and heart
To do in chear not we shall my cointry,
Hours ways should nadest worchem of your pride
Should stard--

ESCALUS:
He ibent spiven.

BRUTUS:
I woo look and from succress'd thould apparent.

Find:
I sil we calm with a with my priviness,
That shame mun it: will, fall with to the say
thy wornts to may of say is broused;
Which nobs is to men in power at had?
From wither?

LEONTES:
Well now if much of the bratter'

2017-09-06 00:49:10,460 - __main__ - INFO - epoch: 24, duration: 93s, loss: 1.51555.
2017-09-06 00:49:10,573 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:49:10,606 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:49:10,606 - __main__ - INFO - generating with seed: " not, as I am, royal.

Second Mu".
2017-09-06 00:49:11,226 - __main__ - INFO - generated text:
 not, as I am, royal.

Second Murderyan:
Away, how, be age these threat hath of him.

ANTOSANUS:
When, I are her bod in otnes of the would.

BRUTUS:
Must thy dath of shall suss, it any man this;
And not wings and his prowil, be so best,
To blow'd sheep hall mercy frasicare ward's dies,
To his like of thy son.
Bring nothing that the profless flield?

PAULINA:
But you swone to serve to but is at
His molines with this colses wooks masher,
Say to blower.'

PAULINA:
It is your counten's shones at more at
And fly blonge stlud tauriest was their

2017-09-06 00:50:43,771 - __main__ - INFO - epoch: 25, duration: 92s, loss: 1.50682.
2017-09-06 00:50:43,889 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:50:43,913 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:50:43,914 - __main__ - INFO - generating with seed: "; an".
2017-09-06 00:50:44,521 - __main__ - INFO - generated text:
; an articy
As some a mince and as young of most not
Whereop dutter on thou will is soul'd a disclies,
To my worls mue in one art haumt's proup
Of and fad mid younk of weach with and cherivos
To my sen fair had not thum if her free
And constrovers or all speak to brow my fortunes, as not as a many,
And with the truin'd sister friends for yourself.

LEONTES:
I am I know me thremand appry follower
To seeders! that must not wild a fear, and hear,
The sount as night of thee to brother's helm.

CLALIO:
Turn my take

2017-09-06 00:52:17,181 - __main__ - INFO - epoch: 26, duration: 92s, loss: 1.49858.
2017-09-06 00:52:17,292 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:52:17,318 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:52:17,318 - __main__ - INFO - generating with seed: "
wipe their lips".
2017-09-06 00:52:17,927 - __main__ - INFO - generated text:

wipe their lips to be to take my high
To thus having ages to blowerous show
Thy fien, by him of your difter's mine heir,
And should for your sinster, I was you knitient:
That will all to but when will he would brople war
As thy stup me in there alf actick'd fear,
And betty wath, thee and thee: for in to do,
How find me their lish, his live my loay'st is;
Would their featy? Was my by so, sir, here bloos,
Bions, for you never me to my stood that speak'd
And but the feered him; what is madest tame
Whow seek who we withman, t

2017-09-06 00:53:51,196 - __main__ - INFO - epoch: 27, duration: 93s, loss: 1.49084.
2017-09-06 00:53:51,313 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:53:51,338 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:53:51,339 - __main__ - INFO - generating with seed: "t ni".
2017-09-06 00:53:51,944 - __main__ - INFO - generated text:
t nier, at
I spepes most, shull fair apail,
The trembrapless their son, art.

LORD GHENNERY LO
TINZEENTI:
Say will no hardy: and any fiery: tronger,
Yet, as so mone, and but hapties falforn,
And stake, sports abricius; but look time.'

BROMEONB OESTER:
What nose all my would trise to beant by yours
With our stone, and mastress will to baise mind.
Our brother so will but have most well and
That were the sleasure to him! he well, home's with his
hold must of some brothen and to set it.

COREES:
I would me will no

2017-09-06 00:55:24,767 - __main__ - INFO - epoch: 28, duration: 92s, loss: 1.48348.
2017-09-06 00:55:24,881 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:55:24,907 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:55:24,907 - __main__ - INFO - generating with seed: "KING RICHARD III:
The advancemen".
2017-09-06 00:55:25,523 - __main__ - INFO - generated text:
KING RICHARD III:
The advancemen:
Tit a pardon bouse to alad titles;
Whowher I shall mistend by his pass fill.
If thou liess to block'd shall parkly of daming.
Boys, tell thought, when I wouldst were I am.
All thy heads in this woed friends in his losbind.

LADY CAPULET:
Thus for that you away, so my should loved of the
peach men and plove of young to prove to see.

CLIFFORD:
Besinge?

CAMILLO
Sir:
Is this hears and stume of misend fortick.

LADY GREY:
What sooth me against sound in men to matcons;
Here center he care of the wond, the cat

2017-09-06 00:56:57,871 - __main__ - INFO - epoch: 29, duration: 92s, loss: 1.47663.
2017-09-06 00:56:57,986 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:56:58,011 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:56:58,012 - __main__ - INFO - generating with seed: " t".
2017-09-06 00:56:58,629 - __main__ - INFO - generated text:
 that
Trust to sood, speak, but my more mands of a
disfrower'd of auch as mole your good.

Second Sitizen, Buts and agaty; and,
Then, who more his counatal scorn on, well,
Will no better.

CORIOLANLANUB:
I mustice,; we may. How couts to this hoo,
To claunting steet hath brief in me.
O, my love, to they sun as never at
I tatch as she me, we have the secred-wick'd,
If you with aliber, I time to the world
Were would by thee a chance; for you fallame,
And shereon in the'er cour from him will-bless,
And in the cro

2017-09-06 00:58:32,138 - __main__ - INFO - epoch: 30, duration: 93s, loss: 1.47008.
2017-09-06 00:58:32,250 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 00:58:32,276 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 00:58:32,276 - __main__ - INFO - generating with seed: "tlem".
2017-09-06 00:58:32,881 - __main__ - INFO - generated text:
tlem]{k<c;
Tho send of mannot best, by this distress
Appreceit is show, for your life. O, weep. Since,
In whose parding we and beach, to be of them,
For blood's name? 'TImat, we a curreth me, we were bold.

BoP thRARENLIO:
I hear and monty most dead, which seep it
Had being friends, some says and to duke?

SICINIUS:
Tukes of honours: it in sher heaven that them,
Where when it, him boy tife? with his sweet my prifton'd.

LEONTES:
I am.

CLARENCE:
Art-hapt, help ip, here and full sees a flood our
hold to me seess

2017-09-06 01:00:05,803 - __main__ - INFO - epoch: 31, duration: 92s, loss: 1.46386.
2017-09-06 01:00:05,919 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 01:00:05,950 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 01:00:05,951 - __main__ - INFO - generating with seed: "
From that contented hap which I".
2017-09-06 01:00:06,570 - __main__ - INFO - generated text:

From that contented hap which I hand,
I courtable's heaven to as the crown you.

BRUTUS:
Here, betis, as if her is not to blows, she't;
These not too as now wert such some o' turn,
And have misswise it: by the despity appear
And boys hand hath all be seen with your dossing
We wind of time and may him is hind,
So come from on my love and so from his cruin of my
To proud and art of the boy whileted our
All swork, bear may's thrip on compleder for hick of little winesy:
Let tit of win out of hath be all so, a mear.
O, thou till a try the se

2017-09-06 01:01:38,972 - __main__ - INFO - epoch: 32, duration: 92s, loss: 1.45795.
2017-09-06 01:01:39,087 - __main__ - INFO - model saved: checkpoints/tf_tinyshakespeare/model.ckpt.
2017-09-06 01:01:39,116 - __main__ - INFO - generating 512 characters from top 10 choices.
2017-09-06 01:01:39,116 - __main__ - INFO - generating with seed: "an".
2017-09-06 01:01:39,723 - __main__ - INFO - generated text:
an
AER EENR
Sevim:
What may you should not as it child me now
Assevens shifur take a come agot our lord!
A good nupt have assiment is hand? I am him:
Will sound, instit me to him to beg our comes
Severeing, and stifficters: feets of only sine:
Nay with your bugnon ig, wound tongoning,
And fred with heer with pale-had witchbung to may
The shall in pass.

LADY GRERNAS:
I am not bod his seen to my wrong'd up.

CAMILLO:
Will yound sees nyed might, as thoman how?

COMINIUS:
Mady's houses! Who and in to be tune too

2017-09-06 01:01:39,723 - __main__ - INFO - end of training, duration: 3003s.
2017-09-06 01:01:39,749 - __main__ - INFO - generating 1024 characters from top 3 choices.
2017-09-06 01:01:39,749 - __main__ - INFO - generating with seed: "ivines.

HASTINGS:
Go, fellow, g".
2017-09-06 01:01:40,946 - __main__ - INFO - generated text:
ivines.

HASTINGS:
Go, fellow, give me that with thee the was shall
With men, the sease to see as the stand them, and the cannot,
Who in thine.

PRINCO:
I was and the will be the words the chance
The cause and them women to best blood to
chall and heard too lives to strong of too man,
And so welcome true this with myself was her
And so, and well this wifting stranger, thou art
Than his storm'd, tell the word of this breath,
As I have too much and thine one and head
I words a triend and them would his part,
Whet are he would him the will be a man
The stranged and to be and their house.

BRUTUS:
It with all to the was to me the will be all,
That sometell of thy brother shall be sunds as
there is this will not brother'd to send to so,
Welch the boy, and so see to the sense and
Well. I have talk a stree to the way thee,
And truth and this soul storms and that way.

LUCENTIO:
The seek and that have take a mad betine,
And truth my shall seems and to the storm'd at with
To be sours that we will sens too space,
With to my lord, the sea and true sto