In [1]:
import tensorflow as tf
print(tf.__version__)
1.2.0
In [2]:
x_data = [[73., 80., 75.],[93., 88., 93.],[89., 91., 90.],[96., 98., 100.],[73., 66., 70.]]
y_data = [[152.],[185.],[180.],[196.],[142.]]
X = tf.placeholder(tf.float32, shape=[None,3]) #shape에서 None은 지금은 5개지만 n개까지 가능하도록 None로 설정 그리고 3은 각 인스턴스(데이터)안에 포함된 피쳐의 개수 3개
Y = tf.placeholder(tf.float32, shape=[None,1]) #마찬가지로 None로 설정 그리고 y의 피쳐의 개수는 1개
W = tf.Variable(tf.random_normal([3,1]), name="weight")
b = tf.Variable(tf.random_normal([1]), name="bias")
hypothesis = tf.matmul(X, W) + b
cost = tf.reduce_mean(tf.square(hypothesis - Y))
optimizer = tf.train.GradientDescentOptimizer(learning_rate=1e-5)
train = optimizer.minimize(cost)
In [3]:
sess = tf.Session()
sess.run(tf.global_variables_initializer())
In [8]:
for step in range(3001):
cost_val, hy_val, _ = sess.run([cost, hypothesis, train], feed_dict = {X: x_data, Y: y_data})
if step % 10 == 0:
print(step," Cost : ", cost_val, "\nPrediction:\n", hy_val)
print("="*80)
0 Cost : 29726.2
Prediction:
[[ 294.35977173]
[ 374.81066895]
[ 358.01467896]
[ 395.2791748 ]
[ 286.68954468]]
================================================================================
10 Cost : 36.4391
Prediction:
[[ 141.95579529]
[ 191.59107971]
[ 177.50691223]
[ 198.70704651]
[ 146.93186951]]
================================================================================
20 Cost : 36.0007
Prediction:
[[ 141.51651001]
[ 191.02185059]
[ 176.96759033]
[ 198.11610413]
[ 146.49043274]]
================================================================================
30 Cost : 35.835
Prediction:
[[ 141.53700256]
[ 191.00531006]
[ 176.97279358]
[ 198.11813354]
[ 146.47061157]]
================================================================================
40 Cost : 35.6702
Prediction:
[[ 141.55879211]
[ 190.99046326]
[ 176.97962952]
[ 198.12193298]
[ 146.4520874 ]]
================================================================================
50 Cost : 35.5061
Prediction:
[[ 141.58056641]
[ 190.97566223]
[ 176.98643494]
[ 198.12574768]
[ 146.43362427]]
================================================================================
60 Cost : 35.343
Prediction:
[[ 141.60224915]
[ 190.96089172]
[ 176.99324036]
[ 198.12953186]
[ 146.41520691]]
================================================================================
70 Cost : 35.1808
Prediction:
[[ 141.62388611]
[ 190.94616699]
[ 177. ]
[ 198.13330078]
[ 146.39685059]]
================================================================================
80 Cost : 35.0194
Prediction:
[[ 141.64546204]
[ 190.9315033 ]
[ 177.00675964]
[ 198.13703918]
[ 146.37854004]]
================================================================================
90 Cost : 34.8589
Prediction:
[[ 141.66700745]
[ 190.91687012]
[ 177.01351929]
[ 198.14080811]
[ 146.36029053]]
================================================================================
100 Cost : 34.6992
Prediction:
[[ 141.68849182]
[ 190.90228271]
[ 177.02024841]
[ 198.14456177]
[ 146.34208679]]
================================================================================
110 Cost : 34.5403
Prediction:
[[ 141.70988464]
[ 190.88768005]
[ 177.02693176]
[ 198.14823914]
[ 146.32389832]]
================================================================================
120 Cost : 34.3824
Prediction:
[[ 141.73123169]
[ 190.87316895]
[ 177.03363037]
[ 198.15194702]
[ 146.30580139]]
================================================================================
130 Cost : 34.2252
Prediction:
[[ 141.75253296]
[ 190.8586731 ]
[ 177.04031372]
[ 198.15565491]
[ 146.28773499]]
================================================================================
140 Cost : 34.0689
Prediction:
[[ 141.77377319]
[ 190.84422302]
[ 177.04695129]
[ 198.15933228]
[ 146.26974487]]
================================================================================
150 Cost : 33.9136
Prediction:
[[ 141.79495239]
[ 190.82984924]
[ 177.05360413]
[ 198.1630249 ]
[ 146.25178528]]
================================================================================
160 Cost : 33.7589
Prediction:
[[ 141.81608582]
[ 190.81546021]
[ 177.06019592]
[ 198.16667175]
[ 146.23387146]]
================================================================================
170 Cost : 33.605
Prediction:
[[ 141.8371582 ]
[ 190.8011322 ]
[ 177.06681824]
[ 198.17030334]
[ 146.21601868]]
================================================================================
180 Cost : 33.452
Prediction:
[[ 141.85818481]
[ 190.78683472]
[ 177.07339478]
[ 198.1739502 ]
[ 146.19821167]]
================================================================================
190 Cost : 33.2998
Prediction:
[[ 141.87911987]
[ 190.77255249]
[ 177.07995605]
[ 198.17755127]
[ 146.18045044]]
================================================================================
200 Cost : 33.1484
Prediction:
[[ 141.90005493]
[ 190.75836182]
[ 177.08651733]
[ 198.18119812]
[ 146.1627655 ]]
================================================================================
210 Cost : 32.9978
Prediction:
[[ 141.92089844]
[ 190.74417114]
[ 177.0930481 ]
[ 198.18476868]
[ 146.14509583]]
================================================================================
220 Cost : 32.8481
Prediction:
[[ 141.94168091]
[ 190.73002625]
[ 177.0995636 ]
[ 198.18836975]
[ 146.12748718]]
================================================================================
230 Cost : 32.6991
Prediction:
[[ 141.96243286]
[ 190.71592712]
[ 177.10606384]
[ 198.19194031]
[ 146.10992432]]
================================================================================
240 Cost : 32.551
Prediction:
[[ 141.98312378]
[ 190.70187378]
[ 177.11254883]
[ 198.19552612]
[ 146.09243774]]
================================================================================
250 Cost : 32.4036
Prediction:
[[ 142.00376892]
[ 190.68786621]
[ 177.11903381]
[ 198.19908142]
[ 146.07499695]]
================================================================================
260 Cost : 32.2569
Prediction:
[[ 142.02430725]
[ 190.67381287]
[ 177.1254425 ]
[ 198.20256042]
[ 146.05754089]]
================================================================================
270 Cost : 32.1111
Prediction:
[[ 142.04484558]
[ 190.65988159]
[ 177.13188171]
[ 198.20613098]
[ 146.04019165]]
================================================================================
280 Cost : 31.9661
Prediction:
[[ 142.06530762]
[ 190.64596558]
[ 177.13832092]
[ 198.20962524]
[ 146.02288818]]
================================================================================
290 Cost : 31.8218
Prediction:
[[ 142.08572388]
[ 190.63209534]
[ 177.14471436]
[ 198.21313477]
[ 146.00561523]]
================================================================================
300 Cost : 31.6783
Prediction:
[[ 142.1060791 ]
[ 190.61824036]
[ 177.15109253]
[ 198.21662903]
[ 145.98840332]]
================================================================================
310 Cost : 31.5355
Prediction:
[[ 142.12638855]
[ 190.60444641]
[ 177.1574707 ]
[ 198.22010803]
[ 145.97123718]]
================================================================================
320 Cost : 31.3935
Prediction:
[[ 142.14665222]
[ 190.59068298]
[ 177.16381836]
[ 198.22358704]
[ 145.95411682]]
================================================================================
330 Cost : 31.2522
Prediction:
[[ 142.1668396 ]
[ 190.57693481]
[ 177.1701355 ]
[ 198.22702026]
[ 145.93702698]]
================================================================================
340 Cost : 31.1118
Prediction:
[[ 142.1869812 ]
[ 190.56323242]
[ 177.17648315]
[ 198.23048401]
[ 145.92002869]]
================================================================================
350 Cost : 30.972
Prediction:
[[ 142.20707703]
[ 190.54959106]
[ 177.18278503]
[ 198.2339325 ]
[ 145.90304565]]
================================================================================
360 Cost : 30.833
Prediction:
[[ 142.22709656]
[ 190.53593445]
[ 177.18904114]
[ 198.23731995]
[ 145.88609314]]
================================================================================
370 Cost : 30.6948
Prediction:
[[ 142.24710083]
[ 190.52238464]
[ 177.19532776]
[ 198.24075317]
[ 145.86924744]]
================================================================================
380 Cost : 30.5572
Prediction:
[[ 142.26705933]
[ 190.50883484]
[ 177.20158386]
[ 198.24417114]
[ 145.85241699]]
================================================================================
390 Cost : 30.4204
Prediction:
[[ 142.28691101]
[ 190.49528503]
[ 177.20777893]
[ 198.24749756]
[ 145.83560181]]
================================================================================
400 Cost : 30.2843
Prediction:
[[ 142.30674744]
[ 190.48182678]
[ 177.21403503]
[ 198.25091553]
[ 145.81886292]]
================================================================================
410 Cost : 30.1489
Prediction:
[[ 142.32652283]
[ 190.46838379]
[ 177.22024536]
[ 198.25428772]
[ 145.8021698 ]]
================================================================================
420 Cost : 30.0143
Prediction:
[[ 142.34625244]
[ 190.45497131]
[ 177.22640991]
[ 198.25762939]
[ 145.78552246]]
================================================================================
430 Cost : 29.8804
Prediction:
[[ 142.36592102]
[ 190.44161987]
[ 177.23258972]
[ 198.26098633]
[ 145.76893616]]
================================================================================
440 Cost : 29.7472
Prediction:
[[ 142.38554382]
[ 190.42828369]
[ 177.23875427]
[ 198.264328 ]
[ 145.75238037]]
================================================================================
450 Cost : 29.6146
Prediction:
[[ 142.40509033]
[ 190.41493225]
[ 177.24487305]
[ 198.26760864]
[ 145.7358551 ]]
================================================================================
460 Cost : 29.4829
Prediction:
[[ 142.42460632]
[ 190.40168762]
[ 177.25100708]
[ 198.2709198 ]
[ 145.71939087]]
================================================================================
470 Cost : 29.3518
Prediction:
[[ 142.4440918 ]
[ 190.38848877]
[ 177.25714111]
[ 198.27424622]
[ 145.70300293]]
================================================================================
480 Cost : 29.2213
Prediction:
[[ 142.46348572]
[ 190.37527466]
[ 177.26321411]
[ 198.27749634]
[ 145.68659973]]
================================================================================
490 Cost : 29.0916
Prediction:
[[ 142.48284912]
[ 190.36210632]
[ 177.26930237]
[ 198.28077698]
[ 145.67030334]]
================================================================================
500 Cost : 28.9626
Prediction:
[[ 142.50215149]
[ 190.34898376]
[ 177.27534485]
[ 198.28404236]
[ 145.65400696]]
================================================================================
510 Cost : 28.8342
Prediction:
[[ 142.5214386 ]
[ 190.33592224]
[ 177.28141785]
[ 198.287323 ]
[ 145.63778687]]
================================================================================
520 Cost : 28.7066
Prediction:
[[ 142.5406189 ]
[ 190.3228302 ]
[ 177.28741455]
[ 198.2905426 ]
[ 145.62158203]]
================================================================================
530 Cost : 28.5797
Prediction:
[[ 142.55979919]
[ 190.30986023]
[ 177.29347229]
[ 198.29380798]
[ 145.60548401]]
================================================================================
540 Cost : 28.4533
Prediction:
[[ 142.57888794]
[ 190.29682922]
[ 177.29942322]
[ 198.29698181]
[ 145.58935547]]
================================================================================
550 Cost : 28.3276
Prediction:
[[ 142.59794617]
[ 190.28387451]
[ 177.30540466]
[ 198.30020142]
[ 145.57330322]]
================================================================================
560 Cost : 28.2027
Prediction:
[[ 142.61697388]
[ 190.27099609]
[ 177.31140137]
[ 198.30340576]
[ 145.55731201]]
================================================================================
570 Cost : 28.0784
Prediction:
[[ 142.63589478]
[ 190.25808716]
[ 177.31733704]
[ 198.30659485]
[ 145.54133606]]
================================================================================
580 Cost : 27.9548
Prediction:
[[ 142.65480042]
[ 190.24525452]
[ 177.32327271]
[ 198.30976868]
[ 145.52542114]]
================================================================================
590 Cost : 27.8316
Prediction:
[[ 142.6736908 ]
[ 190.23243713]
[ 177.32920837]
[ 198.3129425 ]
[ 145.509552 ]]
================================================================================
600 Cost : 27.7093
Prediction:
[[ 142.69247437]
[ 190.21963501]
[ 177.33508301]
[ 198.31607056]
[ 145.49371338]]
================================================================================
610 Cost : 27.5877
Prediction:
[[ 142.71122742]
[ 190.20690918]
[ 177.34100342]
[ 198.31922913]
[ 145.47793579]]
================================================================================
620 Cost : 27.4666
Prediction:
[[ 142.72994995]
[ 190.19419861]
[ 177.34689331]
[ 198.32237244]
[ 145.46220398]]
================================================================================
630 Cost : 27.3461
Prediction:
[[ 142.74861145]
[ 190.1815033 ]
[ 177.35273743]
[ 198.32548523]
[ 145.44651794]]
================================================================================
640 Cost : 27.2264
Prediction:
[[ 142.76721191]
[ 190.16886902]
[ 177.35858154]
[ 198.32859802]
[ 145.43086243]]
================================================================================
650 Cost : 27.1073
Prediction:
[[ 142.7857666 ]
[ 190.15626526]
[ 177.3644104 ]
[ 198.33171082]
[ 145.41525269]]
================================================================================
660 Cost : 26.9887
Prediction:
[[ 142.80429077]
[ 190.14367676]
[ 177.370224 ]
[ 198.33479309]
[ 145.39968872]]
================================================================================
670 Cost : 26.8709
Prediction:
[[ 142.82273865]
[ 190.13114929]
[ 177.37602234]
[ 198.33787537]
[ 145.38417053]]
================================================================================
680 Cost : 26.7535
Prediction:
[[ 142.84118652]
[ 190.11863708]
[ 177.38183594]
[ 198.3409729 ]
[ 145.36869812]]
================================================================================
690 Cost : 26.6369
Prediction:
[[ 142.85951233]
[ 190.10614014]
[ 177.38757324]
[ 198.34399414]
[ 145.35325623]]
================================================================================
700 Cost : 26.5208
Prediction:
[[ 142.87785339]
[ 190.09371948]
[ 177.39335632]
[ 198.34706116]
[ 145.33787537]]
================================================================================
710 Cost : 26.4055
Prediction:
[[ 142.89610291]
[ 190.08131409]
[ 177.39907837]
[ 198.35009766]
[ 145.32252502]]
================================================================================
720 Cost : 26.2907
Prediction:
[[ 142.91433716]
[ 190.06893921]
[ 177.40481567]
[ 198.35313416]
[ 145.30723572]]
================================================================================
730 Cost : 26.1764
Prediction:
[[ 142.93251038]
[ 190.05657959]
[ 177.41052246]
[ 198.35614014]
[ 145.29196167]]
================================================================================
740 Cost : 26.0629
Prediction:
[[ 142.9506073 ]
[ 190.04425049]
[ 177.41621399]
[ 198.35914612]
[ 145.27674866]]
================================================================================
750 Cost : 25.9499
Prediction:
[[ 142.96870422]
[ 190.03199768]
[ 177.42190552]
[ 198.3621521 ]
[ 145.26158142]]
================================================================================
760 Cost : 25.8375
Prediction:
[[ 142.98675537]
[ 190.01976013]
[ 177.42758179]
[ 198.36514282]
[ 145.24645996]]
================================================================================
770 Cost : 25.7257
Prediction:
[[ 143.00469971]
[ 190.00750732]
[ 177.43319702]
[ 198.36807251]
[ 145.23132324]]
================================================================================
780 Cost : 25.6145
Prediction:
[[ 143.0226593 ]
[ 189.99536133]
[ 177.43887329]
[ 198.37107849]
[ 145.21632385]]
================================================================================
790 Cost : 25.5039
Prediction:
[[ 143.04052734]
[ 189.98320007]
[ 177.44447327]
[ 198.37402344]
[ 145.2013092 ]]
================================================================================
800 Cost : 25.3938
Prediction:
[[ 143.05836487]
[ 189.97106934]
[ 177.45010376]
[ 198.37696838]
[ 145.18634033]]
================================================================================
810 Cost : 25.2844
Prediction:
[[ 143.07617188]
[ 189.95901489]
[ 177.45570374]
[ 198.37992859]
[ 145.1714325 ]]
================================================================================
820 Cost : 25.1756
Prediction:
[[ 143.09390259]
[ 189.94696045]
[ 177.46127319]
[ 198.38284302]
[ 145.15653992]]
================================================================================
830 Cost : 25.0672
Prediction:
[[ 143.11160278]
[ 189.93492126]
[ 177.46684265]
[ 198.38575745]
[ 145.14170837]]
================================================================================
840 Cost : 24.9595
Prediction:
[[ 143.12927246]
[ 189.92294312]
[ 177.47239685]
[ 198.38865662]
[ 145.12692261]]
================================================================================
850 Cost : 24.8523
Prediction:
[[ 143.14685059]
[ 189.91094971]
[ 177.47790527]
[ 198.39154053]
[ 145.11213684]]
================================================================================
860 Cost : 24.7458
Prediction:
[[ 143.16442871]
[ 189.89906311]
[ 177.48344421]
[ 198.3944397 ]
[ 145.09745789]]
================================================================================
870 Cost : 24.6398
Prediction:
[[ 143.18190002]
[ 189.88716125]
[ 177.48893738]
[ 198.39729309]
[ 145.08277893]]
================================================================================
880 Cost : 24.5343
Prediction:
[[ 143.1993866 ]
[ 189.87528992]
[ 177.4944458 ]
[ 198.40016174]
[ 145.06814575]]
================================================================================
890 Cost : 24.4293
Prediction:
[[ 143.21682739]
[ 189.86346436]
[ 177.49992371]
[ 198.4030304 ]
[ 145.05357361]]
================================================================================
900 Cost : 24.3251
Prediction:
[[ 143.23417664]
[ 189.85166931]
[ 177.50538635]
[ 198.40586853]
[ 145.03901672]]
================================================================================
910 Cost : 24.2212
Prediction:
[[ 143.25152588]
[ 189.83992004]
[ 177.510849 ]
[ 198.40870667]
[ 145.02452087]]
================================================================================
920 Cost : 24.1179
Prediction:
[[ 143.26879883]
[ 189.82815552]
[ 177.51628113]
[ 198.41152954]
[ 145.01004028]]
================================================================================
930 Cost : 24.0152
Prediction:
[[ 143.28604126]
[ 189.81645203]
[ 177.52171326]
[ 198.41433716]
[ 144.99562073]]
================================================================================
940 Cost : 23.9131
Prediction:
[[ 143.30323792]
[ 189.80480957]
[ 177.52713013]
[ 198.41716003]
[ 144.98124695]]
================================================================================
950 Cost : 23.8114
Prediction:
[[ 143.32037354]
[ 189.7931366 ]
[ 177.53251648]
[ 198.41995239]
[ 144.96688843]]
================================================================================
960 Cost : 23.7103
Prediction:
[[ 143.33747864]
[ 189.78152466]
[ 177.53790283]
[ 198.42272949]
[ 144.95259094]]
================================================================================
970 Cost : 23.6098
Prediction:
[[ 143.35455322]
[ 189.76997375]
[ 177.54328918]
[ 198.42552185]
[ 144.93833923]]
================================================================================
980 Cost : 23.5097
Prediction:
[[ 143.37155151]
[ 189.75840759]
[ 177.54862976]
[ 198.42826843]
[ 144.92410278]]
================================================================================
990 Cost : 23.4102
Prediction:
[[ 143.38853455]
[ 189.74690247]
[ 177.5539856 ]
[ 198.43104553]
[ 144.90994263]]
================================================================================
1000 Cost : 23.3113
Prediction:
[[ 143.40542603]
[ 189.73538208]
[ 177.5592804 ]
[ 198.43377686]
[ 144.89576721]]
================================================================================
1010 Cost : 23.2128
Prediction:
[[ 143.42233276]
[ 189.72393799]
[ 177.56462097]
[ 198.4365387 ]
[ 144.88168335]]
================================================================================
1020 Cost : 23.1149
Prediction:
[[ 143.43913269]
[ 189.7124939 ]
[ 177.56990051]
[ 198.4392395 ]
[ 144.86763 ]]
================================================================================
1030 Cost : 23.0175
Prediction:
[[ 143.45593262]
[ 189.70111084]
[ 177.57519531]
[ 198.44197083]
[ 144.85360718]]
================================================================================
1040 Cost : 22.9205
Prediction:
[[ 143.47267151]
[ 189.68972778]
[ 177.58047485]
[ 198.44465637]
[ 144.83959961]]
================================================================================
1050 Cost : 22.8241
Prediction:
[[ 143.48937988]
[ 189.6783905 ]
[ 177.58570862]
[ 198.44737244]
[ 144.82565308]]
================================================================================
1060 Cost : 22.7283
Prediction:
[[ 143.50605774]
[ 189.66711426]
[ 177.59098816]
[ 198.45007324]
[ 144.81178284]]
================================================================================
1070 Cost : 22.6328
Prediction:
[[ 143.52264404]
[ 189.65579224]
[ 177.59619141]
[ 198.45269775]
[ 144.79788208]]
================================================================================
1080 Cost : 22.538
Prediction:
[[ 143.53924561]
[ 189.64459229]
[ 177.60144043]
[ 198.45542908]
[ 144.78408813]]
================================================================================
1090 Cost : 22.4437
Prediction:
[[ 143.55574036]
[ 189.63336182]
[ 177.60662842]
[ 198.45805359]
[ 144.77027893]]
================================================================================
1100 Cost : 22.3498
Prediction:
[[ 143.57223511]
[ 189.62217712]
[ 177.61183167]
[ 198.46072388]
[ 144.75654602]]
================================================================================
1110 Cost : 22.2564
Prediction:
[[ 143.58865356]
[ 189.61100769]
[ 177.61700439]
[ 198.46334839]
[ 144.74282837]]
================================================================================
1120 Cost : 22.1635
Prediction:
[[ 143.60505676]
[ 189.59986877]
[ 177.62216187]
[ 198.46598816]
[ 144.72914124]]
================================================================================
1130 Cost : 22.071
Prediction:
[[ 143.62141418]
[ 189.58877563]
[ 177.62731934]
[ 198.46861267]
[ 144.71551514]]
================================================================================
1140 Cost : 21.9791
Prediction:
[[ 143.63772583]
[ 189.57769775]
[ 177.63244629]
[ 198.47119141]
[ 144.7019043 ]]
================================================================================
1150 Cost : 21.8877
Prediction:
[[ 143.65400696]
[ 189.56668091]
[ 177.6375885 ]
[ 198.47383118]
[ 144.68836975]]
================================================================================
1160 Cost : 21.7967
Prediction:
[[ 143.67021179]
[ 189.5556488 ]
[ 177.6427002 ]
[ 198.47642517]
[ 144.67485046]]
================================================================================
1170 Cost : 21.7062
Prediction:
[[ 143.68641663]
[ 189.54469299]
[ 177.64781189]
[ 198.47903442]
[ 144.66137695]]
================================================================================
1180 Cost : 21.6162
Prediction:
[[ 143.70254517]
[ 189.53372192]
[ 177.65287781]
[ 198.48158264]
[ 144.6479187 ]]
================================================================================
1190 Cost : 21.5268
Prediction:
[[ 143.71862793]
[ 189.52281189]
[ 177.65795898]
[ 198.48416138]
[ 144.63452148]]
================================================================================
1200 Cost : 21.4376
Prediction:
[[ 143.73469543]
[ 189.51190186]
[ 177.6630249 ]
[ 198.48672485]
[ 144.62115479]]
================================================================================
1210 Cost : 21.3491
Prediction:
[[ 143.75068665]
[ 189.5010376 ]
[ 177.6680603 ]
[ 198.48925781]
[ 144.6078186 ]]
================================================================================
1220 Cost : 21.261
Prediction:
[[ 143.76669312]
[ 189.49023438]
[ 177.67312622]
[ 198.49183655]
[ 144.59455872]]
================================================================================
1230 Cost : 21.1733
Prediction:
[[ 143.78257751]
[ 189.47937012]
[ 177.67810059]
[ 198.49430847]
[ 144.58125305]]
================================================================================
1240 Cost : 21.0862
Prediction:
[[ 143.79849243]
[ 189.46864319]
[ 177.68315125]
[ 198.49688721]
[ 144.56808472]]
================================================================================
1250 Cost : 20.9994
Prediction:
[[ 143.8143158 ]
[ 189.45783997]
[ 177.68811035]
[ 198.49935913]
[ 144.55487061]]
================================================================================
1260 Cost : 20.9131
Prediction:
[[ 143.83013916]
[ 189.44715881]
[ 177.69311523]
[ 198.50187683]
[ 144.54176331]]
================================================================================
1270 Cost : 20.8272
Prediction:
[[ 143.84590149]
[ 189.43644714]
[ 177.6980896 ]
[ 198.50437927]
[ 144.52864075]]
================================================================================
1280 Cost : 20.7419
Prediction:
[[ 143.86160278]
[ 189.42578125]
[ 177.70303345]
[ 198.50686646]
[ 144.51556396]]
================================================================================
1290 Cost : 20.6569
Prediction:
[[ 143.87731934]
[ 189.41517639]
[ 177.70802307]
[ 198.50938416]
[ 144.50254822]]
================================================================================
1300 Cost : 20.5725
Prediction:
[[ 143.89291382]
[ 189.40452576]
[ 177.71290588]
[ 198.51179504]
[ 144.48951721]]
================================================================================
1310 Cost : 20.4884
Prediction:
[[ 143.90853882]
[ 189.39396667]
[ 177.71786499]
[ 198.51428223]
[ 144.47659302]]
================================================================================
1320 Cost : 20.4048
Prediction:
[[ 143.92407227]
[ 189.38339233]
[ 177.72273254]
[ 198.51669312]
[ 144.46363831]]
================================================================================
1330 Cost : 20.3216
Prediction:
[[ 143.93960571]
[ 189.37287903]
[ 177.72766113]
[ 198.5191803 ]
[ 144.45079041]]
================================================================================
1340 Cost : 20.2389
Prediction:
[[ 143.95506287]
[ 189.36238098]
[ 177.73252869]
[ 198.52157593]
[ 144.43792725]]
================================================================================
1350 Cost : 20.1567
Prediction:
[[ 143.97050476]
[ 189.35192871]
[ 177.73739624]
[ 198.52401733]
[ 144.42512512]]
================================================================================
1360 Cost : 20.0748
Prediction:
[[ 143.98588562]
[ 189.34146118]
[ 177.74224854]
[ 198.52642822]
[ 144.41235352]]
================================================================================
1370 Cost : 19.9934
Prediction:
[[ 144.00125122]
[ 189.33106995]
[ 177.74710083]
[ 198.52883911]
[ 144.39959717]]
================================================================================
1380 Cost : 19.9124
Prediction:
[[ 144.01655579]
[ 189.32067871]
[ 177.75193787]
[ 198.53125 ]
[ 144.38691711]]
================================================================================
1390 Cost : 19.8318
Prediction:
[[ 144.03184509]
[ 189.31031799]
[ 177.7567749 ]
[ 198.53364563]
[ 144.37425232]]
================================================================================
1400 Cost : 19.7517
Prediction:
[[ 144.04707336]
[ 189.30000305]
[ 177.76158142]
[ 198.536026 ]
[ 144.36161804]]
================================================================================
1410 Cost : 19.672
Prediction:
[[ 144.0622406 ]
[ 189.28968811]
[ 177.76635742]
[ 198.53839111]
[ 144.34901428]]
================================================================================
1420 Cost : 19.5927
Prediction:
[[ 144.07739258]
[ 189.27941895]
[ 177.77114868]
[ 198.54075623]
[ 144.3364563 ]]
================================================================================
1430 Cost : 19.5137
Prediction:
[[ 144.09251404]
[ 189.26914978]
[ 177.77589417]
[ 198.54309082]
[ 144.32392883]]
================================================================================
1440 Cost : 19.4353
Prediction:
[[ 144.10760498]
[ 189.25897217]
[ 177.78070068]
[ 198.54547119]
[ 144.3114624 ]]
================================================================================
1450 Cost : 19.3572
Prediction:
[[ 144.12260437]
[ 189.24873352]
[ 177.78541565]
[ 198.54776001]
[ 144.29898071]]
================================================================================
1460 Cost : 19.2795
Prediction:
[[ 144.13761902]
[ 189.23858643]
[ 177.79017639]
[ 198.55012512]
[ 144.28657532]]
================================================================================
1470 Cost : 19.2023
Prediction:
[[ 144.15254211]
[ 189.22840881]
[ 177.79486084]
[ 198.55241394]
[ 144.27416992]]
================================================================================
1480 Cost : 19.1254
Prediction:
[[ 144.16749573]
[ 189.21833801]
[ 177.79962158]
[ 198.55477905]
[ 144.26184082]]
================================================================================
1490 Cost : 19.0489
Prediction:
[[ 144.18235779]
[ 189.20822144]
[ 177.80427551]
[ 198.55703735]
[ 144.24952698]]
================================================================================
1500 Cost : 18.9729
Prediction:
[[ 144.19720459]
[ 189.19818115]
[ 177.80899048]
[ 198.55934143]
[ 144.23724365]]
================================================================================
1510 Cost : 18.8973
Prediction:
[[ 144.2119751 ]
[ 189.18812561]
[ 177.81362915]
[ 198.56161499]
[ 144.22499084]]
================================================================================
1520 Cost : 18.822
Prediction:
[[ 144.22676086]
[ 189.17814636]
[ 177.81832886]
[ 198.56394958]
[ 144.21281433]]
================================================================================
1530 Cost : 18.7472
Prediction:
[[ 144.24143982]
[ 189.1681366 ]
[ 177.82293701]
[ 198.56616211]
[ 144.2006073 ]]
================================================================================
1540 Cost : 18.6727
Prediction:
[[ 144.25616455]
[ 189.15821838]
[ 177.8276062 ]
[ 198.56846619]
[ 144.18849182]]
================================================================================
1550 Cost : 18.5986
Prediction:
[[ 144.27078247]
[ 189.14825439]
[ 177.83222961]
[ 198.57069397]
[ 144.17636108]]
================================================================================
1560 Cost : 18.525
Prediction:
[[ 144.28540039]
[ 189.13838196]
[ 177.83685303]
[ 198.57295227]
[ 144.16430664]]
================================================================================
1570 Cost : 18.4517
Prediction:
[[ 144.29995728]
[ 189.12849426]
[ 177.84144592]
[ 198.57519531]
[ 144.1522522 ]]
================================================================================
1580 Cost : 18.3787
Prediction:
[[ 144.31448364]
[ 189.11863708]
[ 177.84605408]
[ 198.5774231 ]
[ 144.14025879]]
================================================================================
1590 Cost : 18.3062
Prediction:
[[ 144.32896423]
[ 189.10882568]
[ 177.85061646]
[ 198.57963562]
[ 144.12828064]]
================================================================================
1600 Cost : 18.234
Prediction:
[[ 144.34344482]
[ 189.0990448 ]
[ 177.85520935]
[ 198.58187866]
[ 144.11636353]]
================================================================================
1610 Cost : 18.1623
Prediction:
[[ 144.35784912]
[ 189.08926392]
[ 177.85975647]
[ 198.58406067]
[ 144.10444641]]
================================================================================
1620 Cost : 18.0908
Prediction:
[[ 144.37223816]
[ 189.07951355]
[ 177.86430359]
[ 198.58627319]
[ 144.09259033]]
================================================================================
1630 Cost : 18.0198
Prediction:
[[ 144.38658142]
[ 189.06980896]
[ 177.86885071]
[ 198.58847046]
[ 144.08076477]]
================================================================================
1640 Cost : 17.9492
Prediction:
[[ 144.40084839]
[ 189.06008911]
[ 177.87335205]
[ 198.59062195]
[ 144.06893921]]
================================================================================
1650 Cost : 17.8789
Prediction:
[[ 144.41511536]
[ 189.05041504]
[ 177.87785339]
[ 198.5927887 ]
[ 144.05717468]]
================================================================================
1660 Cost : 17.809
Prediction:
[[ 144.42935181]
[ 189.04078674]
[ 177.88237 ]
[ 198.59498596]
[ 144.04545593]]
================================================================================
1670 Cost : 17.7394
Prediction:
[[ 144.44354248]
[ 189.03117371]
[ 177.88685608]
[ 198.59710693]
[ 144.03373718]]
================================================================================
1680 Cost : 17.6702
Prediction:
[[ 144.45770264]
[ 189.02159119]
[ 177.89134216]
[ 198.59928894]
[ 144.02207947]]
================================================================================
1690 Cost : 17.6014
Prediction:
[[ 144.47180176]
[ 189.01200867]
[ 177.89576721]
[ 198.60139465]
[ 144.01042175]]
================================================================================
1700 Cost : 17.5328
Prediction:
[[ 144.48590088]
[ 189.00247192]
[ 177.90026855]
[ 198.6035614 ]
[ 143.99884033]]
================================================================================
1710 Cost : 17.4648
Prediction:
[[ 144.49992371]
[ 188.99295044]
[ 177.90467834]
[ 198.60566711]
[ 143.98727417]]
================================================================================
1720 Cost : 17.397
Prediction:
[[ 144.51393127]
[ 188.98347473]
[ 177.90913391]
[ 198.60778809]
[ 143.97573853]]
================================================================================
1730 Cost : 17.3296
Prediction:
[[ 144.52789307]
[ 188.97399902]
[ 177.91352844]
[ 198.6098938 ]
[ 143.9642334 ]]
================================================================================
1740 Cost : 17.2626
Prediction:
[[ 144.5418396 ]
[ 188.96458435]
[ 177.91796875]
[ 198.61201477]
[ 143.95278931]]
================================================================================
1750 Cost : 17.1958
Prediction:
[[ 144.55570984]
[ 188.9551239 ]
[ 177.9223175 ]
[ 198.61405945]
[ 143.9413147 ]]
================================================================================
1760 Cost : 17.1295
Prediction:
[[ 144.56959534]
[ 188.94577026]
[ 177.92674255]
[ 198.61618042]
[ 143.92993164]]
================================================================================
1770 Cost : 17.0635
Prediction:
[[ 144.5834198 ]
[ 188.93640137]
[ 177.93112183]
[ 198.61825562]
[ 143.91856384]]
================================================================================
1780 Cost : 16.9978
Prediction:
[[ 144.59721375]
[ 188.92704773]
[ 177.93547058]
[ 198.62033081]
[ 143.90722656]]
================================================================================
1790 Cost : 16.9325
Prediction:
[[ 144.6109314 ]
[ 188.91770935]
[ 177.93981934]
[ 198.62237549]
[ 143.89588928]]
================================================================================
1800 Cost : 16.8675
Prediction:
[[ 144.62466431]
[ 188.90844727]
[ 177.94416809]
[ 198.62445068]
[ 143.88464355]]
================================================================================
1810 Cost : 16.8029
Prediction:
[[ 144.63832092]
[ 188.89915466]
[ 177.94848633]
[ 198.6264801 ]
[ 143.87336731]]
================================================================================
1820 Cost : 16.7386
Prediction:
[[ 144.6519928 ]
[ 188.88995361]
[ 177.95283508]
[ 198.62854004]
[ 143.86218262]]
================================================================================
1830 Cost : 16.6746
Prediction:
[[ 144.66555786]
[ 188.88069153]
[ 177.95710754]
[ 198.63053894]
[ 143.85098267]]
================================================================================
1840 Cost : 16.611
Prediction:
[[ 144.67915344]
[ 188.87153625]
[ 177.96144104]
[ 198.63259888]
[ 143.83985901]]
================================================================================
1850 Cost : 16.5477
Prediction:
[[ 144.69268799]
[ 188.86235046]
[ 177.9657135 ]
[ 198.63459778]
[ 143.82873535]]
================================================================================
1860 Cost : 16.4847
Prediction:
[[ 144.70617676]
[ 188.85321045]
[ 177.96998596]
[ 198.63659668]
[ 143.81764221]]
================================================================================
1870 Cost : 16.422
Prediction:
[[ 144.71963501]
[ 188.84407043]
[ 177.97424316]
[ 198.63859558]
[ 143.80657959]]
================================================================================
1880 Cost : 16.3597
Prediction:
[[ 144.73309326]
[ 188.83499146]
[ 177.97851562]
[ 198.64060974]
[ 143.795578 ]]
================================================================================
1890 Cost : 16.2977
Prediction:
[[ 144.74647522]
[ 188.82591248]
[ 177.98275757]
[ 198.64257812]
[ 143.78456116]]
================================================================================
1900 Cost : 16.236
Prediction:
[[ 144.75984192]
[ 188.81686401]
[ 177.98698425]
[ 198.64454651]
[ 143.77362061]]
================================================================================
1910 Cost : 16.1747
Prediction:
[[ 144.77316284]
[ 188.80784607]
[ 177.99121094]
[ 198.64654541]
[ 143.76269531]]
================================================================================
1920 Cost : 16.1136
Prediction:
[[ 144.78643799]
[ 188.79884338]
[ 177.99542236]
[ 198.64848328]
[ 143.75178528]]
================================================================================
1930 Cost : 16.0529
Prediction:
[[ 144.79969788]
[ 188.78987122]
[ 177.99961853]
[ 198.65045166]
[ 143.74092102]]
================================================================================
1940 Cost : 15.9925
Prediction:
[[ 144.81291199]
[ 188.78091431]
[ 178.0038147 ]
[ 198.65240479]
[ 143.73007202]]
================================================================================
1950 Cost : 15.9324
Prediction:
[[ 144.82611084]
[ 188.77198792]
[ 178.00799561]
[ 198.65434265]
[ 143.71929932]]
================================================================================
1960 Cost : 15.8726
Prediction:
[[ 144.83924866]
[ 188.76304626]
[ 178.012146 ]
[ 198.65623474]
[ 143.70849609]]
================================================================================
1970 Cost : 15.8132
Prediction:
[[ 144.85238647]
[ 188.75421143]
[ 178.0163269 ]
[ 198.65820312]
[ 143.69778442]]
================================================================================
1980 Cost : 15.754
Prediction:
[[ 144.86546326]
[ 188.74533081]
[ 178.02046204]
[ 198.66011047]
[ 143.6870575 ]]
================================================================================
1990 Cost : 15.6952
Prediction:
[[ 144.87852478]
[ 188.73651123]
[ 178.02461243]
[ 198.66203308]
[ 143.6763916 ]]
================================================================================
2000 Cost : 15.6367
Prediction:
[[ 144.89151001]
[ 188.72769165]
[ 178.02871704]
[ 198.66392517]
[ 143.66572571]]
================================================================================
2010 Cost : 15.5784
Prediction:
[[ 144.90452576]
[ 188.71891785]
[ 178.03286743]
[ 198.66584778]
[ 143.65512085]]
================================================================================
2020 Cost : 15.5205
Prediction:
[[ 144.91744995]
[ 188.71012878]
[ 178.03694153]
[ 198.66770935]
[ 143.64451599]]
================================================================================
2030 Cost : 15.4629
Prediction:
[[ 144.93035889]
[ 188.70140076]
[ 178.0410614 ]
[ 198.6696167 ]
[ 143.63395691]]
================================================================================
2040 Cost : 15.4055
Prediction:
[[ 144.9432373 ]
[ 188.69267273]
[ 178.04515076]
[ 198.67147827]
[ 143.62342834]]
================================================================================
2050 Cost : 15.3484
Prediction:
[[ 144.95608521]
[ 188.68397522]
[ 178.04922485]
[ 198.67333984]
[ 143.61291504]]
================================================================================
2060 Cost : 15.2917
Prediction:
[[ 144.96890259]
[ 188.67530823]
[ 178.05328369]
[ 198.67521667]
[ 143.60244751]]
================================================================================
2070 Cost : 15.2353
Prediction:
[[ 144.98167419]
[ 188.66665649]
[ 178.05732727]
[ 198.67706299]
[ 143.5920105 ]]
================================================================================
2080 Cost : 15.1791
Prediction:
[[ 144.99443054]
[ 188.65803528]
[ 178.06138611]
[ 198.6789093 ]
[ 143.581604 ]]
================================================================================
2090 Cost : 15.1233
Prediction:
[[ 145.0071106 ]
[ 188.6493988 ]
[ 178.06538391]
[ 198.6807251 ]
[ 143.57121277]]
================================================================================
2100 Cost : 15.0676
Prediction:
[[ 145.01982117]
[ 188.64083862]
[ 178.06944275]
[ 198.68257141]
[ 143.56086731]]
================================================================================
2110 Cost : 15.0124
Prediction:
[[ 145.03244019]
[ 188.63227844]
[ 178.07342529]
[ 198.68438721]
[ 143.55053711]]
================================================================================
2120 Cost : 14.9574
Prediction:
[[ 145.04507446]
[ 188.62373352]
[ 178.07745361]
[ 198.68621826]
[ 143.54025269]]
================================================================================
2130 Cost : 14.9027
Prediction:
[[ 145.05763245]
[ 188.61521912]
[ 178.08143616]
[ 198.6880188 ]
[ 143.52998352]]
================================================================================
2140 Cost : 14.8482
Prediction:
[[ 145.07020569]
[ 188.60675049]
[ 178.08544922]
[ 198.68984985]
[ 143.51976013]]
================================================================================
2150 Cost : 14.7941
Prediction:
[[ 145.08270264]
[ 188.5982666 ]
[ 178.08938599]
[ 198.69161987]
[ 143.509552 ]]
================================================================================
2160 Cost : 14.7402
Prediction:
[[ 145.09516907]
[ 188.58979797]
[ 178.09333801]
[ 198.69338989]
[ 143.49935913]]
================================================================================
2170 Cost : 14.6867
Prediction:
[[ 145.1076355 ]
[ 188.58140564]
[ 178.09732056]
[ 198.69520569]
[ 143.48924255]]
================================================================================
2180 Cost : 14.6333
Prediction:
[[ 145.12002563]
[ 188.57296753]
[ 178.10124207]
[ 198.69696045]
[ 143.47909546]]
================================================================================
2190 Cost : 14.5803
Prediction:
[[ 145.13243103]
[ 188.56462097]
[ 178.10520935]
[ 198.69874573]
[ 143.46903992]]
================================================================================
2200 Cost : 14.5275
Prediction:
[[ 145.14477539]
[ 188.5562439 ]
[ 178.10910034]
[ 198.70050049]
[ 143.45895386]]
================================================================================
2210 Cost : 14.475
Prediction:
[[ 145.15710449]
[ 188.54789734]
[ 178.11302185]
[ 198.70225525]
[ 143.44892883]]
================================================================================
2220 Cost : 14.4228
Prediction:
[[ 145.16938782]
[ 188.53959656]
[ 178.1169281 ]
[ 198.70401001]
[ 143.43891907]]
================================================================================
2230 Cost : 14.3709
Prediction:
[[ 145.18164062]
[ 188.53129578]
[ 178.12081909]
[ 198.70573425]
[ 143.42893982]]
================================================================================
2240 Cost : 14.3192
Prediction:
[[ 145.19389343]
[ 188.52304077]
[ 178.12472534]
[ 198.70750427]
[ 143.41902161]]
================================================================================
2250 Cost : 14.2678
Prediction:
[[ 145.20605469]
[ 188.51478577]
[ 178.1285553 ]
[ 198.709198 ]
[ 143.40907288]]
================================================================================
2260 Cost : 14.2166
Prediction:
[[ 145.2182312 ]
[ 188.50657654]
[ 178.13244629]
[ 198.7109375 ]
[ 143.3992157 ]]
================================================================================
2270 Cost : 14.1658
Prediction:
[[ 145.23034668]
[ 188.49836731]
[ 178.1362915 ]
[ 198.71263123]
[ 143.38934326]]
================================================================================
2280 Cost : 14.1151
Prediction:
[[ 145.24246216]
[ 188.49017334]
[ 178.14013672]
[ 198.71434021]
[ 143.3795166 ]]
================================================================================
2290 Cost : 14.0648
Prediction:
[[ 145.25450134]
[ 188.48200989]
[ 178.14398193]
[ 198.71604919]
[ 143.3697052 ]]
================================================================================
2300 Cost : 14.0147
Prediction:
[[ 145.26654053]
[ 188.47386169]
[ 178.14779663]
[ 198.71772766]
[ 143.35992432]]
================================================================================
2310 Cost : 13.9648
Prediction:
[[ 145.27854919]
[ 188.46574402]
[ 178.15162659]
[ 198.71942139]
[ 143.35017395]]
================================================================================
2320 Cost : 13.9153
Prediction:
[[ 145.29049683]
[ 188.4576416 ]
[ 178.15541077]
[ 198.72109985]
[ 143.34043884]]
================================================================================
2330 Cost : 13.8659
Prediction:
[[ 145.30245972]
[ 188.44960022]
[ 178.15924072]
[ 198.72279358]
[ 143.33076477]]
================================================================================
2340 Cost : 13.8168
Prediction:
[[ 145.31436157]
[ 188.44151306]
[ 178.16300964]
[ 198.72444153]
[ 143.3210907 ]]
================================================================================
2350 Cost : 13.768
Prediction:
[[ 145.32621765]
[ 188.43345642]
[ 178.16677856]
[ 198.72608948]
[ 143.31143188]]
================================================================================
2360 Cost : 13.7195
Prediction:
[[ 145.33808899]
[ 188.42547607]
[ 178.17054749]
[ 198.72776794]
[ 143.30186462]]
================================================================================
2370 Cost : 13.6711
Prediction:
[[ 145.34991455]
[ 188.41749573]
[ 178.17431641]
[ 198.72941589]
[ 143.2922821 ]]
================================================================================
2380 Cost : 13.6231
Prediction:
[[ 145.36169434]
[ 188.40951538]
[ 178.17807007]
[ 198.73104858]
[ 143.28269958]]
================================================================================
2390 Cost : 13.5752
Prediction:
[[ 145.37342834]
[ 188.40153503]
[ 178.18179321]
[ 198.73265076]
[ 143.27316284]]
================================================================================
2400 Cost : 13.5277
Prediction:
[[ 145.38514709]
[ 188.39363098]
[ 178.18551636]
[ 198.73428345]
[ 143.26368713]]
================================================================================
2410 Cost : 13.4803
Prediction:
[[ 145.39686584]
[ 188.38572693]
[ 178.18925476]
[ 198.7359314 ]
[ 143.25421143]]
================================================================================
2420 Cost : 13.4333
Prediction:
[[ 145.4085083 ]
[ 188.37783813]
[ 178.19296265]
[ 198.73753357]
[ 143.24476624]]
================================================================================
2430 Cost : 13.3865
Prediction:
[[ 145.42015076]
[ 188.36997986]
[ 178.19667053]
[ 198.73916626]
[ 143.23535156]]
================================================================================
2440 Cost : 13.3398
Prediction:
[[ 145.43174744]
[ 188.36210632]
[ 178.20033264]
[ 198.74073792]
[ 143.22593689]]
================================================================================
2450 Cost : 13.2935
Prediction:
[[ 145.44332886]
[ 188.35432434]
[ 178.20405579]
[ 198.74235535]
[ 143.21659851]]
================================================================================
2460 Cost : 13.2474
Prediction:
[[ 145.45484924]
[ 188.34649658]
[ 178.20770264]
[ 198.743927 ]
[ 143.20724487]]
================================================================================
2470 Cost : 13.2015
Prediction:
[[ 145.46635437]
[ 188.33869934]
[ 178.21138 ]
[ 198.74549866]
[ 143.19793701]]
================================================================================
2480 Cost : 13.1558
Prediction:
[[ 145.47787476]
[ 188.33096313]
[ 178.21505737]
[ 198.74711609]
[ 143.18865967]]
================================================================================
2490 Cost : 13.1104
Prediction:
[[ 145.48927307]
[ 188.32318115]
[ 178.21864319]
[ 198.74862671]
[ 143.17936707]]
================================================================================
2500 Cost : 13.0652
Prediction:
[[ 145.50074768]
[ 188.31550598]
[ 178.22232056]
[ 198.75022888]
[ 143.17018127]]
================================================================================
2510 Cost : 13.0203
Prediction:
[[ 145.51211548]
[ 188.30778503]
[ 178.22595215]
[ 198.75177002]
[ 143.16094971]]
================================================================================
2520 Cost : 12.9756
Prediction:
[[ 145.52349854]
[ 188.30012512]
[ 178.22956848]
[ 198.75334167]
[ 143.15177917]]
================================================================================
2530 Cost : 12.9311
Prediction:
[[ 145.5348053 ]
[ 188.29244995]
[ 178.23316956]
[ 198.75486755]
[ 143.1426239 ]]
================================================================================
2540 Cost : 12.8868
Prediction:
[[ 145.5460968 ]
[ 188.28477478]
[ 178.23675537]
[ 198.75637817]
[ 143.13346863]]
================================================================================
2550 Cost : 12.8428
Prediction:
[[ 145.55740356]
[ 188.27719116]
[ 178.24038696]
[ 198.75794983]
[ 143.12442017]]
================================================================================
2560 Cost : 12.7989
Prediction:
[[ 145.56864929]
[ 188.26957703]
[ 178.24395752]
[ 198.75946045]
[ 143.11532593]]
================================================================================
2570 Cost : 12.7554
Prediction:
[[ 145.5798645 ]
[ 188.26200867]
[ 178.24752808]
[ 198.76098633]
[ 143.10627747]]
================================================================================
2580 Cost : 12.712
Prediction:
[[ 145.59104919]
[ 188.25444031]
[ 178.25109863]
[ 198.76249695]
[ 143.09727478]]
================================================================================
2590 Cost : 12.6689
Prediction:
[[ 145.60218811]
[ 188.24688721]
[ 178.25462341]
[ 198.76397705]
[ 143.08825684]]
================================================================================
2600 Cost : 12.626
Prediction:
[[ 145.61332703]
[ 188.23937988]
[ 178.25819397]
[ 198.76550293]
[ 143.07928467]]
================================================================================
2610 Cost : 12.5833
Prediction:
[[ 145.62442017]
[ 188.23188782]
[ 178.26173401]
[ 198.76698303]
[ 143.07035828]]
================================================================================
2620 Cost : 12.5408
Prediction:
[[ 145.63548279]
[ 188.22438049]
[ 178.26524353]
[ 198.76846313]
[ 143.06141663]]
================================================================================
2630 Cost : 12.4985
Prediction:
[[ 145.64656067]
[ 188.21694946]
[ 178.26881409]
[ 198.76998901]
[ 143.05255127]]
================================================================================
2640 Cost : 12.4565
Prediction:
[[ 145.657547 ]
[ 188.2094574 ]
[ 178.27226257]
[ 198.77140808]
[ 143.0436554 ]]
================================================================================
2650 Cost : 12.4147
Prediction:
[[ 145.66853333]
[ 188.20205688]
[ 178.27578735]
[ 198.77290344]
[ 143.03482056]]
================================================================================
2660 Cost : 12.373
Prediction:
[[ 145.67950439]
[ 188.19467163]
[ 178.27929688]
[ 198.77436829]
[ 143.02601624]]
================================================================================
2670 Cost : 12.3317
Prediction:
[[ 145.69041443]
[ 188.18727112]
[ 178.28277588]
[ 198.77581787]
[ 143.01721191]]
================================================================================
2680 Cost : 12.2905
Prediction:
[[ 145.70132446]
[ 188.17991638]
[ 178.28625488]
[ 198.77728271]
[ 143.00843811]]
================================================================================
2690 Cost : 12.2495
Prediction:
[[ 145.71217346]
[ 188.17256165]
[ 178.28970337]
[ 198.77870178]
[ 142.99969482]]
================================================================================
2700 Cost : 12.2087
Prediction:
[[ 145.72303772]
[ 188.16525269]
[ 178.29318237]
[ 198.78015137]
[ 142.99099731]]
================================================================================
2710 Cost : 12.1682
Prediction:
[[ 145.7338562 ]
[ 188.15794373]
[ 178.29663086]
[ 198.78160095]
[ 142.98231506]]
================================================================================
2720 Cost : 12.1278
Prediction:
[[ 145.74461365]
[ 188.15061951]
[ 178.30003357]
[ 198.78297424]
[ 142.97361755]]
================================================================================
2730 Cost : 12.0877
Prediction:
[[ 145.75540161]
[ 188.14338684]
[ 178.30351257]
[ 198.78443909]
[ 142.9650116 ]]
================================================================================
2740 Cost : 12.0477
Prediction:
[[ 145.76611328]
[ 188.13612366]
[ 178.30693054]
[ 198.7858429 ]
[ 142.95639038]]
================================================================================
2750 Cost : 12.008
Prediction:
[[ 145.77684021]
[ 188.12890625]
[ 178.31036377]
[ 198.78727722]
[ 142.94779968]]
================================================================================
2760 Cost : 11.9685
Prediction:
[[ 145.7875061 ]
[ 188.1217041 ]
[ 178.31375122]
[ 198.78866577]
[ 142.93922424]]
================================================================================
2770 Cost : 11.9291
Prediction:
[[ 145.79814148]
[ 188.11448669]
[ 178.31713867]
[ 198.79005432]
[ 142.93067932]]
================================================================================
2780 Cost : 11.89
Prediction:
[[ 145.80877686]
[ 188.10733032]
[ 178.32052612]
[ 198.79144287]
[ 142.92216492]]
================================================================================
2790 Cost : 11.851
Prediction:
[[ 145.81938171]
[ 188.10018921]
[ 178.32392883]
[ 198.79284668]
[ 142.91368103]]
================================================================================
2800 Cost : 11.8123
Prediction:
[[ 145.82992554]
[ 188.09303284]
[ 178.32728577]
[ 198.79420471]
[ 142.90519714]]
================================================================================
2810 Cost : 11.7738
Prediction:
[[ 145.84046936]
[ 188.0859375 ]
[ 178.33068848]
[ 198.79560852]
[ 142.89675903]]
================================================================================
2820 Cost : 11.7354
Prediction:
[[ 145.85096741]
[ 188.07881165]
[ 178.33401489]
[ 198.79693604]
[ 142.88833618]]
================================================================================
2830 Cost : 11.6973
Prediction:
[[ 145.86146545]
[ 188.07174683]
[ 178.33737183]
[ 198.79832458]
[ 142.87995911]]
================================================================================
2840 Cost : 11.6594
Prediction:
[[ 145.87191772]
[ 188.06469727]
[ 178.3407135 ]
[ 198.79968262]
[ 142.87156677]]
================================================================================
2850 Cost : 11.6216
Prediction:
[[ 145.88232422]
[ 188.05763245]
[ 178.34402466]
[ 198.80101013]
[ 142.86320496]]
================================================================================
2860 Cost : 11.584
Prediction:
[[ 145.89274597]
[ 188.0506134 ]
[ 178.34736633]
[ 198.80236816]
[ 142.85491943]]
================================================================================
2870 Cost : 11.5467
Prediction:
[[ 145.90312195]
[ 188.04362488]
[ 178.35069275]
[ 198.8037262 ]
[ 142.84661865]]
================================================================================
2880 Cost : 11.5094
Prediction:
[[ 145.91345215]
[ 188.03659058]
[ 178.35395813]
[ 198.80500793]
[ 142.83830261]]
================================================================================
2890 Cost : 11.4725
Prediction:
[[ 145.92379761]
[ 188.02967834]
[ 178.3572998 ]
[ 198.80638123]
[ 142.83009338]]
================================================================================
2900 Cost : 11.4357
Prediction:
[[ 145.93408203]
[ 188.02270508]
[ 178.36056519]
[ 198.80767822]
[ 142.82185364]]
================================================================================
2910 Cost : 11.399
Prediction:
[[ 145.9443512 ]
[ 188.01577759]
[ 178.36387634]
[ 198.80900574]
[ 142.81364441]]
================================================================================
2920 Cost : 11.3626
Prediction:
[[ 145.9546051 ]
[ 188.00888062]
[ 178.36714172]
[ 198.81033325]
[ 142.80548096]]
================================================================================
2930 Cost : 11.3264
Prediction:
[[ 145.96478271]
[ 188.00195312]
[ 178.37039185]
[ 198.81161499]
[ 142.79730225]]
================================================================================
2940 Cost : 11.2903
Prediction:
[[ 145.9750061 ]
[ 187.99508667]
[ 178.37367249]
[ 198.81292725]
[ 142.78918457]]
================================================================================
2950 Cost : 11.2544
Prediction:
[[ 145.98516846]
[ 187.98823547]
[ 178.37692261]
[ 198.81422424]
[ 142.78108215]]
================================================================================
2960 Cost : 11.2187
Prediction:
[[ 145.99528503]
[ 187.98138428]
[ 178.38014221]
[ 198.81549072]
[ 142.772995 ]]
================================================================================
2970 Cost : 11.1832
Prediction:
[[ 146.00540161]
[ 187.97457886]
[ 178.38340759]
[ 198.81680298]
[ 142.76493835]]
================================================================================
2980 Cost : 11.1479
Prediction:
[[ 146.01547241]
[ 187.96775818]
[ 178.38661194]
[ 198.8180542 ]
[ 142.75689697]]
================================================================================
2990 Cost : 11.1127
Prediction:
[[ 146.0255127 ]
[ 187.96095276]
[ 178.38980103]
[ 198.81930542]
[ 142.74885559]]
================================================================================
3000 Cost : 11.0777
Prediction:
[[ 146.03559875]
[ 187.95422363]
[ 178.39305115]
[ 198.82061768]
[ 142.74090576]]
================================================================================
In [ ]:
Content source: JaeGyu/PythonEx_1
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