epoch,loss,val_loss
0,20.539297103881836,20.048095703125
1,9.495256423950195,7.180461883544922
2,5.340080261230469,6.335230827331543
3,5.034755706787109,6.0678582191467285
4,4.885691165924072,5.967316150665283
5,4.763759613037109,5.868669509887695
6,4.673216342926025,5.829800128936768
7,4.595749378204346,5.734417915344238
8,4.582630634307861,5.708473205566406
9,4.567921161651611,5.654226303100586
0,21.836414337158203,23.292633056640625
1,13.025947570800781,8.767572402954102
2,5.64336633682251,6.3606133460998535
3,5.15727424621582,5.94340705871582
4,4.944000720977783,5.785673141479492
5,4.817744731903076,5.663187503814697
6,4.719135761260986,5.558768272399902
7,4.663349628448486,5.495007514953613
8,4.6337738037109375,5.451834201812744
9,4.600709915161133,5.403199672698975
0,20.684297561645508,20.690237045288086
1,9.959957122802734,6.758749008178711
2,5.069361209869385,6.154484272003174
3,4.92064905166626,5.931519031524658
4,4.749548435211182,5.815399646759033
5,4.648247718811035,5.711059093475342
6,4.600771427154541,5.684170246124268
7,4.557196140289307,5.640806674957275
8,4.531533241271973,5.654660224914551
9,4.515110492706299,5.647822856903076
0,21.565229415893555,22.561033248901367
1,11.927190780639648,8.177993774414062
2,5.730692386627197,6.578689098358154
3,5.32625150680542,6.218635559082031
4,5.105582237243652,6.097548484802246
5,4.93157958984375,6.000950336456299
6,4.7986955642700195,5.922683238983154
7,4.738468170166016,5.797933101654053
8,4.680717945098877,5.70444393157959
9,4.671392440795898,5.670486927032471
0,19.647674560546875,18.988811492919922
1,9.129237174987793,6.715418815612793
2,5.105531692504883,6.067093372344971
3,4.930294990539551,5.872215270996094
4,4.771291732788086,5.705296516418457
5,4.637415409088135,5.57702112197876
6,4.576070308685303,5.5131120681762695
7,4.500248908996582,5.472728252410889
8,4.493560791015625,5.447751522064209
9,4.46190881729126,5.440401077270508
10,4.234201908111572,5.043918609619141
11,4.143588542938232,5.063462257385254
12,4.1287617683410645,5.058788776397705
13,4.14016580581665,5.062087535858154
14,4.125772476196289,5.0415191650390625
15,4.109016418457031,5.047443866729736
16,4.132312297821045,5.0532097816467285
17,4.135133743286133,5.047129154205322
18,4.13303279876709,5.067142009735107
19,4.125505447387695,5.058099746704102
20,3.982414722442627,4.7557902336120605
21,3.9180500507354736,4.733060836791992
22,3.941045045852661,4.751633167266846
23,3.9503698348999023,4.748153209686279
24,3.940863609313965,4.746821880340576
25,3.9633238315582275,4.761626720428467
26,3.967087984085083,4.735726833343506
27,3.9634175300598145,4.757838726043701
28,3.969609022140503,4.740098476409912
29,3.978433609008789,4.756293296813965
30,3.9267754554748535,4.601931571960449
31,3.8773040771484375,4.628903388977051
32,3.8786637783050537,4.622857093811035
33,3.898669958114624,4.638631343841553
34,3.8889341354370117,4.633103370666504
35,3.898937463760376,4.664689540863037
36,3.910658359527588,4.657583713531494
37,3.9202373027801514,4.677145957946777
38,3.9243457317352295,4.689351558685303
39,3.943758726119995,4.7066779136657715
40,3.9112493991851807,4.667274475097656
41,3.9144463539123535,4.684470176696777
42,3.9158847332000732,4.694881916046143
43,3.920081615447998,4.714670181274414
44,3.9371564388275146,4.713644504547119
45,3.9354138374328613,4.72512149810791
46,3.936964273452759,4.729911804199219
47,3.9366648197174072,4.745229244232178
48,3.9389398097991943,4.74750280380249
49,3.9557485580444336,4.766590118408203
50,3.890062093734741,4.6577534675598145
51,3.8893113136291504,4.666393756866455
52,3.8890137672424316,4.66920280456543
53,3.9022998809814453,4.675311088562012
54,3.9066851139068604,4.687133312225342
55,3.8927102088928223,4.695894241333008
56,3.9022881984710693,4.709321022033691
57,3.919879913330078,4.703651428222656
58,3.9153623580932617,4.705698013305664
59,3.9141433238983154,4.719782829284668
60,3.9015958309173584,4.703183174133301
61,3.89131236076355,4.704181671142578
62,3.901928663253784,4.715382099151611
63,3.892746686935425,4.71637487411499
64,3.9071853160858154,4.708930969238281
65,3.903593063354492,4.718188762664795
66,3.8996388912200928,4.727375507354736
67,3.9072954654693604,4.730485916137695
68,3.9007680416107178,4.7398858070373535
69,3.8996734619140625,4.746129512786865
70,3.8970444202423096,4.700912952423096
71,3.890381336212158,4.709390163421631
72,3.8952674865722656,4.703983783721924
73,3.8970799446105957,4.71502685546875
74,3.897075891494751,4.707935810089111
75,3.89237642288208,4.712090969085693
76,3.9083590507507324,4.714919567108154
77,3.9138548374176025,4.717050075531006
78,3.918816089630127,4.724897384643555
79,3.91343355178833,4.721009731292725
80,3.9107227325439453,4.742071628570557
81,3.921227216720581,4.74050235748291
82,3.9087326526641846,4.748380184173584
83,3.9219720363616943,4.760440826416016
84,3.908278703689575,4.757014274597168
85,3.8999340534210205,4.756969451904297
86,3.9035074710845947,4.763500213623047
87,3.917203187942505,4.757451057434082
88,3.9065120220184326,4.751312732696533
89,3.9144182205200195,4.750946044921875
90,3.848205804824829,4.598825931549072
91,3.8209431171417236,4.603921890258789
92,3.8388912677764893,4.597815990447998
93,3.822580575942993,4.600209712982178
94,3.835012674331665,4.598060607910156
95,3.8327221870422363,4.603219985961914
96,3.843696355819702,4.600357532501221
97,3.822784900665283,4.602906703948975
98,3.8329217433929443,4.598670959472656
99,3.8345296382904053,4.605165958404541
100,3.8341550827026367,4.634647369384766
101,3.827275514602661,4.644670486450195
102,3.8165669441223145,4.636570453643799
103,3.833263397216797,4.650455951690674
104,3.8209495544433594,4.642663478851318
105,3.836927890777588,4.637648582458496
106,3.8292794227600098,4.650363922119141
107,3.833277940750122,4.636092662811279
108,3.8231897354125977,4.64350700378418
109,3.836690902709961,4.643213272094727
110,3.78255033493042,4.56527853012085
111,3.784040927886963,4.580662250518799
112,3.789149522781372,4.576535701751709
113,3.7812671661376953,4.56593132019043
114,3.792570114135742,4.577024459838867
115,3.7807135581970215,4.5805745124816895
116,3.795300245285034,4.582220077514648
117,3.799529552459717,4.582887649536133
118,3.789818048477173,4.579501152038574
119,3.795487403869629,4.569985389709473
120,3.7758476734161377,4.563939571380615
121,3.774834632873535,4.570368766784668
122,3.779839038848877,4.586731433868408
123,3.774381399154663,4.56976842880249
124,3.7669122219085693,4.560695171356201
125,3.7738473415374756,4.572237014770508
126,3.7633235454559326,4.56580924987793
127,3.78763747215271,4.572600841522217
128,3.7861216068267822,4.567973613739014
129,3.7774243354797363,4.562561511993408
130,3.7944700717926025,4.602574348449707
131,3.7936222553253174,4.604911804199219
132,3.7834296226501465,4.612464904785156
133,3.772041082382202,4.59838342666626
134,3.7862534523010254,4.599588871002197
135,3.779538154602051,4.592580795288086
136,3.793896436691284,4.6048970222473145
137,3.7884278297424316,4.598217964172363
138,3.793760061264038,4.602688789367676
139,3.785609245300293,4.602099895477295
140,3.761403799057007,4.528801918029785
141,3.752965211868286,4.543033599853516
142,3.7537312507629395,4.537268161773682
143,3.7572243213653564,4.536998271942139
144,3.747363567352295,4.528848171234131
145,3.752875804901123,4.537643909454346
146,3.7540011405944824,4.533577919006348
147,3.758155107498169,4.539649963378906
148,3.765570878982544,4.5288615226745605
149,3.760784864425659,4.538218021392822
150,3.77099871635437,4.571292877197266
151,3.7787234783172607,4.56901216506958
152,3.7785325050354004,4.578085899353027
153,3.780299425125122,4.578244209289551
154,3.7686941623687744,4.566549301147461
155,3.776897430419922,4.571202278137207
156,3.763302803039551,4.568525314331055
157,3.774918556213379,4.569451332092285
158,3.7767748832702637,4.5638041496276855
159,3.7715985774993896,4.57525110244751
160,3.7562925815582275,4.518563747406006
161,3.7378742694854736,4.51285982131958
162,3.7401678562164307,4.512059688568115
163,3.754227638244629,4.511066913604736
164,3.7475345134735107,4.511980056762695
165,3.734543561935425,4.506978511810303
166,3.741819143295288,4.508471488952637
167,3.7394936084747314,4.507313251495361
168,3.720766067504883,4.515146732330322
169,3.734355926513672,4.513692378997803
170,3.7274322509765625,4.492184638977051
171,3.728640556335449,4.490683078765869
172,3.724942922592163,4.490368366241455
173,3.7206311225891113,4.488603591918945
174,3.730306625366211,4.488093376159668
175,3.726975440979004,4.483611583709717
176,3.733908176422119,4.483130931854248
177,3.7294106483459473,4.485893249511719
178,3.7234227657318115,4.483535289764404
179,3.726806163787842,4.4776177406311035
180,3.7291297912597656,4.486631870269775
181,3.733859062194824,4.488516807556152
182,3.7200100421905518,4.484307289123535
183,3.7155203819274902,4.484644889831543
184,3.7238094806671143,4.483801364898682
185,3.7272884845733643,4.488170623779297
186,3.7243237495422363,4.487623691558838
187,3.721003770828247,4.48942232131958
188,3.7272231578826904,4.482571125030518
189,3.7226059436798096,4.480441093444824
190,3.729879379272461,4.477375507354736
191,3.7045021057128906,4.474554538726807
192,3.71821928024292,4.473661422729492
193,3.6988601684570312,4.47096061706543
194,3.7054243087768555,4.471321105957031
195,3.7027249336242676,4.462642192840576
196,3.7102530002593994,4.4653239250183105
197,3.706509828567505,4.463130474090576
198,3.7124667167663574,4.469981670379639
199,3.711148738861084,4.467707633972168
200,3.6994664669036865,4.435239315032959
201,3.700330972671509,4.437588214874268
202,3.6940743923187256,4.434591293334961
203,3.6928324699401855,4.433829307556152
204,3.7000229358673096,4.438434600830078
205,3.7036936283111572,4.431264400482178
206,3.7132139205932617,4.439858913421631
207,3.709439754486084,4.434114456176758
208,3.713355302810669,4.431758403778076
209,3.7007956504821777,4.436858654022217
210,3.6842799186706543,4.408559322357178
211,3.6696338653564453,4.413641452789307
212,3.695185899734497,4.408970355987549
213,3.6798288822174072,4.417452812194824
214,3.671053409576416,4.405571937561035
215,3.6925995349884033,4.410192012786865
216,3.676349639892578,4.400816440582275
217,3.6811940670013428,4.400134086608887
218,3.681243419647217,4.4076128005981445
219,3.6889488697052,4.407583713531494
220,3.7054715156555176,4.4651312828063965
221,3.704313039779663,4.473342418670654
222,3.702270030975342,4.46465539932251
223,3.6910905838012695,4.461849212646484
224,3.702759027481079,4.467503547668457
225,3.7078351974487305,4.465051174163818
226,3.7019646167755127,4.464348316192627
227,3.704024314880371,4.467738628387451
228,3.704336404800415,4.457142353057861
229,3.689495801925659,4.462157249450684
230,3.713992118835449,4.462188243865967
231,3.7037100791931152,4.461998462677002
232,3.701610803604126,4.469753742218018
233,3.7096781730651855,4.463216781616211
234,3.696115493774414,4.4601969718933105
235,3.7124364376068115,4.454933166503906
236,3.708035469055176,4.458038330078125
237,3.7056477069854736,4.4549431800842285
238,3.6983261108398438,4.453977584838867
239,3.7031800746917725,4.4593658447265625
240,3.6997785568237305,4.4254231452941895
241,3.6806302070617676,4.416810989379883
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246,3.684743642807007,4.417529106140137
247,3.6737051010131836,4.412240982055664
248,3.6841535568237305,4.413413047790527
249,3.68287992477417,4.408907413482666
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251,3.6897201538085938,4.41765022277832
252,3.6932992935180664,4.409672737121582
253,3.6855309009552,4.4108567237854
254,3.6754989624023438,4.40264368057251
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299,3.6467840671539307,4.332668781280518
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301,3.6555957794189453,4.328366756439209
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304,3.648308753967285,4.328369617462158
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328,3.6379785537719727,4.298605918884277
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