In [1]:
import pandas as pd
import seaborn as sns
from Agent_adjust import Agent
sns.set_style('whitegrid')
%matplotlib inline
import tensorflow as tf
tf.reset_default_graph()
GAME = 'CartPole-v0'
MAX_EPISODES = int(3e3)
class NewAgent(Agent):
def __init__(self, env_name):
super().__init__(env_name)
def run_plot(self, MAX_EPISODES):
while self.episode < MAX_EPISODES:
self.run_adjust(MAX_EPISODES, 100)
self.episode += 1
self.accumulate_reward_list.append(self.accumulate_reward)
#print (self.episode, self.accumulate_reward)
print('done')
def main():
A = NewAgent(GAME)
A.run_plot(MAX_EPISODES)
pd.Series(A.accumulate_reward_list).plot(figsize=(16,6))
if __name__ == '__main__':
main()
41 [-41.480049, -0.4353067, 0.00094316684, 653495.19, 0.97604275]
89 [-14.794076, -0.58342606, 0.00094309315, 616015.63, 0.97597462]
128 [42.610416, -0.43907115, 0.00094303477, 404732.22, 0.97590744]
164 [-14.869015, -0.49565855, 0.00094298733, 410632.63, 0.97584617]
214 [47.333267, -0.95586222, 0.00094295753, 147160.36, 0.97578156]
277 [-3.4001122, -1.0354024, 0.00094293681, 207179.73, 0.97571796]
338 [-3.3595238, -1.0245796, 0.00094291242, 423821.72, 0.97565299]
390 [-4.8827705, -0.70208228, 0.00094289344, 155732.84, 0.97559059]
462 [94.071945, -1.1093094, 0.00094286643, 371752.44, 0.9755246]
525 [-37.82336, -0.76644886, 0.00094283989, 165058.28, 0.97546065]
586 [-36.504337, -0.73577017, 0.00094281544, 135288.89, 0.97539556]
653 [-26.20937, -0.7594493, 0.00094279228, 149694.88, 0.97533047]
753 [-38.25111, -1.0403694, 0.00094275991, 243230.94, 0.97526336]
759 [-4.4487438, -0.038667332, 0.00094273151, 31753.156, 0.97520351]
859 [20.244764, -1.0338537, 0.00094269658, 134290.78, 0.97514302]
921 [20.964199, -0.70069826, 0.00094267161, 268072.34, 0.97507787]
1021 [-38.754131, -1.1084048, 0.00094264664, 192903.25, 0.97501373]
1032 [0.46500891, -0.13463752, 0.00094262487, 34466.711, 0.974953]
1100 [-55.281754, -0.77012604, 0.00094260467, 121239.0, 0.97489208]
1181 [-48.969902, -0.83961964, 0.00094258605, 85372.852, 0.97483224]
1214 [-39.265343, -0.50644958, 0.00094257289, 107784.44, 0.97477531]
1260 [-34.732635, -0.67162865, 0.00094256678, 108682.55, 0.97472054]
1329 [-8.3908873, -0.90501231, 0.00094256346, 74805.219, 0.97466922]
1422 [-55.959156, -0.97743905, 0.00094256271, 113902.3, 0.97461754]
1504 [-25.508444, -0.64737654, 0.0009425598, 103198.76, 0.97456688]
1581 [-52.159607, -0.819022, 0.00094255753, 98177.875, 0.97451705]
1621 [63.449787, -0.51632375, 0.00094255339, 93113.859, 0.97446966]
1666 [38.054665, -0.58286566, 0.00094255368, 87691.617, 0.97442603]
1766 [-58.025539, -0.92614633, 0.00094254775, 95180.164, 0.97438419]
1780 [9.9449139, -0.18694435, 0.00094254292, 48387.066, 0.97434598]
1863 [-30.792297, -0.69535506, 0.00094253692, 93269.531, 0.97431082]
1948 [-16.208984, -0.51101303, 0.00094253395, 58784.398, 0.97427768]
1986 [-19.619778, -0.43986711, 0.00094253517, 53556.578, 0.97424841]
2059 [-4.1132383, -0.67838025, 0.00094253669, 54547.754, 0.9742223]
2145 [-118.9951, -0.78037649, 0.00094253616, 96815.531, 0.97419655]
2178 [-38.598171, -0.35344538, 0.0009425389, 31024.697, 0.97417325]
2218 [-30.779251, -0.40653029, 0.0009425428, 45317.848, 0.97415322]
2296 [-2.0174713, -0.67105913, 0.00094254158, 98589.375, 0.97413462]
2368 [-66.171921, -0.68997669, 0.00094253989, 63869.289, 0.97411811]
2432 [-67.448273, -0.6492545, 0.00094253873, 47957.852, 0.97410285]
2520 [-45.350796, -0.79500216, 0.00094253395, 101131.5, 0.97408938]
2586 [-29.573313, -0.5403918, 0.0009425297, 35493.238, 0.97407734]
2632 [-60.415894, -0.42343235, 0.00094253011, 35523.711, 0.97406614]
2729 [-73.44178, -0.77312368, 0.00094253209, 73292.055, 0.9740544]
2788 [-65.041962, -0.56632924, 0.00094253372, 51920.191, 0.97404432]
2888 [-36.284229, -0.44617692, 0.00094253354, 58189.152, 0.9740361]
2919 [-1.7809598, -0.18896747, 0.00094253302, 17382.168, 0.97402763]
3019 [-92.909515, -0.4618468, 0.00094252743, 72540.063, 0.97401935]
3044 [3.8592124, -0.17068732, 0.00094252068, 14951.715, 0.97401065]
3106 [-22.616999, -0.48573047, 0.00094251439, 29533.762, 0.97400272]
3156 [-39.102127, -0.47629976, 0.0009425095, 43755.59, 0.97399616]
3218 [-13.6542, -0.35106832, 0.00094250776, 21093.523, 0.9739902]
3267 [-41.575676, -0.46278095, 0.00094250753, 31443.391, 0.97398436]
3322 [-51.683224, -0.38637379, 0.00094250578, 28587.338, 0.97397894]
3370 [-43.675339, -0.42842588, 0.00094250363, 35672.453, 0.97397423]
3419 [-21.173365, -0.31799814, 0.00094250316, 20683.176, 0.97396904]
3478 [-38.115482, -0.36061507, 0.00094250339, 28846.453, 0.97396392]
3557 [-46.675213, -0.36687961, 0.00094250526, 26710.07, 0.97395897]
3652 [-52.601471, -0.67903417, 0.00094250706, 62436.438, 0.97395283]
3708 [-16.045532, -0.36812207, 0.00094251096, 16521.098, 0.97394681]
3745 [-24.351736, -0.26926556, 0.00094251614, 14307.886, 0.97394115]
3806 [-8.5968437, -0.3839227, 0.00094252074, 18040.299, 0.97393608]
3848 [-25.279566, -0.35700747, 0.00094252516, 23815.613, 0.97393233]
3936 [-68.919304, -0.56424224, 0.00094253081, 48434.355, 0.97392708]
4022 [-22.188911, -0.43399033, 0.00094253651, 46465.977, 0.97392035]
4057 [-13.41758, -0.26640734, 0.00094254338, 14255.558, 0.97391361]
4101 [-20.656229, -0.38195646, 0.00094255008, 20213.473, 0.97390831]
4146 [-24.56628, -0.29823068, 0.0009425591, 14164.187, 0.97390258]
4199 [-63.421803, -0.29521331, 0.00094256824, 18417.332, 0.97389722]
4281 [-70.582428, -0.77614653, 0.00094256748, 107284.2, 0.97389394]
4359 [-60.46225, -0.66285354, 0.00094256102, 72476.227, 0.97389168]
4421 [-24.37837, -0.46449995, 0.00094255386, 23053.941, 0.97388947]
4465 [-23.012379, -0.3864595, 0.00094254751, 22525.031, 0.97388792]
4531 [-34.723488, -0.42644545, 0.00094254018, 27357.764, 0.97388709]
4570 [-15.53714, -0.30895272, 0.00094253378, 14061.22, 0.97388631]
4666 [-60.572716, -0.70467484, 0.00094252772, 50375.781, 0.97388494]
4737 [-13.130411, -0.31063819, 0.00094252068, 17109.682, 0.97388357]
4785 [-20.886797, -0.31911951, 0.00094251661, 15018.427, 0.97388172]
4819 [-23.609127, -0.27434173, 0.00094251509, 13095.028, 0.97387981]
4883 [-15.00513, -0.29063472, 0.00094251381, 15077.96, 0.97387832]
4927 [-16.319769, -0.28103355, 0.00094251178, 13027.189, 0.97387588]
4989 [-8.2898407, -0.28798062, 0.00094251067, 15166.556, 0.97387302]
5026 [-6.763432, -0.22230768, 0.00094250997, 11255.207, 0.97386914]
5113 [-50.464333, -0.66338342, 0.00094250881, 39548.145, 0.97386539]
5149 [-8.3280821, -0.23753527, 0.00094250898, 11996.69, 0.97386098]
5200 [-25.12006, -0.25909126, 0.0009425109, 12878.29, 0.97385603]
5244 [-48.517426, -0.30745876, 0.00094251265, 21007.488, 0.97385162]
5292 [-11.987432, -0.37639657, 0.00094251509, 16805.908, 0.97384626]
5333 [-31.499941, -0.30510566, 0.0009425169, 16350.885, 0.97384191]
5384 [-32.576385, -0.38606238, 0.0009425162, 26312.564, 0.97383779]
5484 [-57.711098, -0.576882, 0.00094251742, 37819.316, 0.97383499]
5491 [-0.34961909, -0.046966475, 0.00094251841, 860.56586, 0.97383177]
5532 [-15.749467, -0.29039174, 0.00094251946, 12498.901, 0.97382933]
5575 [-37.154026, -0.29231903, 0.00094251928, 18918.027, 0.97382665]
5620 [-19.44804, -0.3607738, 0.00094251754, 19236.504, 0.97382498]
5672 [-40.523674, -0.42890891, 0.00094251503, 25737.939, 0.97382355]
5729 [-9.1914129, -0.30876681, 0.00094251178, 13782.786, 0.97382069]
5803 [-52.095024, -0.41042778, 0.00094250974, 36688.59, 0.97381717]
5842 [-21.54167, -0.27627426, 0.0009425077, 12001.435, 0.97381324]
5881 [-21.664761, -0.24949792, 0.00094250432, 12198.481, 0.97380924]
5958 [-63.955372, -0.54296827, 0.00094250042, 46474.5, 0.97380459]
6039 [-61.194664, -0.35164931, 0.00094250037, 28182.275, 0.97379994]
6086 [-11.218073, -0.32048824, 0.00094249961, 11934.457, 0.97379535]
6117 [-9.7444296, -0.23963113, 0.0009425006, 10293.197, 0.97379142]
6182 [-6.151937, -0.25186044, 0.00094250042, 8509.8652, 0.97378743]
6224 [-10.874077, -0.27629721, 0.00094250258, 13735.817, 0.97378308]
6267 [-28.924646, -0.29594973, 0.00094250852, 13618.344, 0.97377813]
6317 [-51.003181, -0.35380241, 0.00094251247, 24636.307, 0.97377402]
6400 [-21.110731, -0.43519568, 0.00094251387, 31396.313, 0.97376877]
6445 [-22.000586, -0.27777645, 0.00094251358, 14117.508, 0.97376412]
6523 [-18.023626, -0.43427497, 0.00094251247, 33747.828, 0.9737584]
6570 [-23.552456, -0.33724028, 0.00094250968, 16253.771, 0.97375393]
6638 [-19.486204, -0.30101314, 0.00094250508, 13019.617, 0.97375029]
6695 [-9.9990749, -0.23521939, 0.00094250281, 8111.2383, 0.97374672]
6737 [-18.144722, -0.30907664, 0.00094249786, 16814.219, 0.97374403]
6787 [-10.668021, -0.23399988, 0.00094249548, 11396.336, 0.97374028]
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7227 [-7.073875, -0.22151013, 0.00094249548, 6524.2974, 0.97371787]
7277 [-49.826305, -0.34730592, 0.00094248803, 26886.578, 0.97371674]
7340 [-6.2192569, -0.24048798, 0.00094248221, 8031.4463, 0.97371566]
7383 [-13.312212, -0.25384423, 0.00094247604, 9149.9756, 0.97371453]
7421 [-6.8741407, -0.2169904, 0.00094247173, 6321.0972, 0.97371322]
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7486 [-7.4749546, -0.19887231, 0.00094246806, 7996.3286, 0.97370911]
7533 [-31.754475, -0.23591276, 0.00094247062, 12270.392, 0.97370595]
7577 [-11.639473, -0.23899622, 0.00094247231, 7332.5151, 0.97370291]
7621 [-8.5404596, -0.28743079, 0.00094247266, 11556.903, 0.97370023]
7651 [-21.778435, -0.1818375, 0.00094247551, 7819.0332, 0.97369766]
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7757 [-19.981001, -0.27570593, 0.0009424758, 11086.36, 0.97369283]
7798 [-5.6714835, -0.24284087, 0.00094247586, 6450.126, 0.97369021]
7833 [-5.5872841, -0.19542406, 0.00094247516, 6169.6816, 0.97368789]
7866 [-4.8658204, -0.21534836, 0.00094247528, 5729.978, 0.9736852]
7939 [-50.393032, -0.56631464, 0.00094247801, 24522.24, 0.973683]
7977 [-11.167322, -0.24440165, 0.00094247848, 9657.3818, 0.97368133]
8022 [-22.659264, -0.25779381, 0.00094247924, 9815.8193, 0.97367972]
8057 [-4.9973478, -0.20800741, 0.00094248081, 6018.2397, 0.97367775]
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8236 [-59.585732, -0.54292357, 0.0009424719, 29346.955, 0.97367489]
8282 [-10.733953, -0.25193232, 0.00094246864, 8390.1074, 0.97367489]
8325 [-6.2682657, -0.23359211, 0.00094246509, 5971.2969, 0.97367436]
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8396 [-4.6564088, -0.21009491, 0.00094245886, 5138.6548, 0.97367322]
8439 [-7.1495676, -0.23122747, 0.00094245689, 6554.1304, 0.97367257]
8525 [-36.561943, -0.71835166, 0.000942452, 36581.742, 0.97367156]
8592 [-5.3537984, -0.23457029, 0.0009424467, 5190.6177, 0.97367084]
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8760 [-21.666334, -0.22453295, 0.0009424552, 8641.3223, 0.97366822]
8793 [-5.3304615, -0.21099709, 0.00094246044, 4897.0703, 0.9736678]
8860 [-42.61985, -0.52136046, 0.00094246806, 20337.014, 0.97366643]
8894 [-7.4507418, -0.2070386, 0.0009424765, 5274.1367, 0.97366565]
8930 [-8.228404, -0.21012504, 0.00094248465, 5439.9844, 0.97366476]
9009 [-7.9136753, -0.29933876, 0.00094248977, 13759.017, 0.9736653]
9048 [-5.8463507, -0.2306412, 0.00094249425, 6482.5859, 0.97366494]
9083 [-5.9095073, -0.228753, 0.00094249705, 4479.1821, 0.9736653]
9174 [-49.281326, -0.44917989, 0.00094249105, 35381.676, 0.97366476]
9226 [-3.5596476, -0.22085242, 0.00094248611, 6073.5381, 0.97366494]
9265 [-6.2993555, -0.24319927, 0.00094248093, 6338.4443, 0.97366458]
9313 [-7.2762671, -0.19485989, 0.00094247703, 4321.396, 0.97366393]
9351 [-5.5739036, -0.2100427, 0.00094247313, 4446.019, 0.97366321]
9396 [-14.165835, -0.27282709, 0.00094246806, 7060.1401, 0.97366333]
9429 [-6.4407644, -0.20114815, 0.00094246259, 4341.4751, 0.97366321]
9470 [-5.0969062, -0.23294035, 0.00094245817, 5676.3203, 0.97366303]
9505 [-4.0368204, -0.2186785, 0.00094245345, 5524.5513, 0.97366178]
9537 [-4.4761267, -0.16210878, 0.00094244978, 4490.4741, 0.97366065]
9577 [-5.1825314, -0.21394829, 0.00094244641, 4638.085, 0.97365928]
9619 [-6.1159024, -0.19190556, 0.00094244495, 5380.0352, 0.97365767]
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9718 [-9.9673538, -0.23369411, 0.0009424453, 7646.3389, 0.97365367]
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10032 [-22.771687, -0.38220173, 0.00094248145, 15924.77, 0.9736405]
10089 [-18.610353, -0.25162077, 0.00094248739, 7990.4863, 0.97363883]
10173 [-21.674124, -0.44121668, 0.00094249303, 20964.92, 0.97363853]
10207 [-6.5092473, -0.21299267, 0.00094249973, 4498.8984, 0.97363788]
10239 [-5.7175879, -0.19772705, 0.00094250636, 3042.6653, 0.97363716]
10286 [-5.2092371, -0.22856712, 0.00094251288, 4106.4502, 0.97363675]
10324 [-10.191859, -0.2535136, 0.0009425176, 7157.5361, 0.97363669]
10382 [-4.8151293, -0.23203345, 0.00094252155, 4039.7991, 0.97363675]
10415 [-17.845249, -0.21889733, 0.00094252761, 6021.3232, 0.97363651]
10460 [-6.0575047, -0.22280173, 0.0009425336, 3616.2163, 0.97363675]
10513 [-3.770998, -0.25278583, 0.00094253867, 4106.5586, 0.97363681]
10602 [-22.906437, -0.62184948, 0.00094254065, 26055.848, 0.9736377]
10675 [-9.7730999, -0.23325275, 0.00094254117, 6380.4492, 0.97363853]
10724 [-6.2304893, -0.23635963, 0.0009425407, 4160.8481, 0.97364014]
10796 [-25.761555, -0.25734732, 0.00094253756, 10621.173, 0.97364342]
10825 [-15.177765, -0.18817084, 0.00094253739, 5447.0137, 0.97364533]
10909 [-17.840847, -0.41079399, 0.00094253151, 25725.818, 0.97364688]
10949 [-9.407115, -0.24902678, 0.00094252609, 5102.0068, 0.97364891]
10994 [-28.731913, -0.24337518, 0.00094252022, 5278.9541, 0.97365057]
11045 [-7.6491261, -0.21897195, 0.00094251678, 5093.9824, 0.97365159]
11124 [-13.751323, -0.28054485, 0.00094251096, 10426.951, 0.97365397]
11159 [-6.7201967, -0.2391151, 0.00094250456, 4949.3628, 0.97365683]
11197 [-6.4281077, -0.20201676, 0.00094249775, 3363.8848, 0.97365874]
11244 [-4.1291547, -0.23138097, 0.00094249129, 3388.8909, 0.97366101]
11289 [-15.763101, -0.27510715, 0.00094248366, 5940.8057, 0.97366309]
11325 [-21.777439, -0.24263468, 0.00094247813, 5873.9893, 0.97366482]
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355713 [-0.79456836, -0.27583635, 0.00095095031, 333.70602, 0.97437894]
355718 [-0.37922618, -0.019394817, 0.00095095829, 416.2157, 0.97438639]
355818 [-1.363763, -0.27637973, 0.00095096347, 178.51118, 0.97439259]
355830 [0.48128572, -0.062791951, 0.00095097034, 799.25745, 0.97440028]
355930 [-5.9553957, -0.43090889, 0.0009509729, 271.849, 0.9744072]
355966 [-0.38417804, -0.10971732, 0.00095097645, 322.43628, 0.97441375]
356054 [1.5562845, -0.26954585, 0.00095098105, 913.87787, 0.97442222]
356154 [-6.5485783, -0.27461839, 0.00095098652, 198.39992, 0.97442991]
356181 [0.46385801, -0.11817956, 0.00095099263, 706.05231, 0.97443831]
356281 [-1.4160275, -0.29669866, 0.0009509995, 222.40419, 0.9744463]
356284 [-0.004113609, -0.00350273, 0.00095100561, 384.54752, 0.97445458]
356384 [-0.21203169, -0.30910906, 0.00095101033, 266.80399, 0.97446102]
356484 [0.24134858, -0.24618398, 0.00095101527, 1669.3406, 0.97446716]
356584 [-0.23316662, -0.23049191, 0.00095102948, 1162.3007, 0.97447699]
356684 [-0.09949825, -0.18743724, 0.00095104415, 1429.5635, 0.97449619]
356784 [-4.1620555, -0.43665963, 0.00095105823, 759.94812, 0.97451597]
356791 [-0.0023973389, -0.0084086768, 0.00095107127, 402.90012, 0.97453558]
356891 [-1.475835, -0.21455903, 0.00095108268, 426.64557, 0.97454947]
356925 [-0.28670588, -0.072826736, 0.00095109333, 835.61389, 0.97456127]
357025 [-0.14690857, -0.40016222, 0.00095110282, 159.67766, 0.97456717]
357032 [0.35105798, -0.034408659, 0.00095111196, 646.08228, 0.97457379]
357127 [0.69287163, -0.30869758, 0.00095111999, 703.72321, 0.974576]
357216 [1.4462563, -0.43200871, 0.00095112267, 872.52673, 0.97457188]
357316 [-1.5092878, -0.44276419, 0.00095111935, 824.10529, 0.97456509]
357367 [1.2466871, -0.12339761, 0.00095111586, 878.79193, 0.97455829]
357449 [1.8576453, -0.36245447, 0.00095111731, 925.521, 0.97455186]
357536 [1.08488, -0.27041399, 0.00095112063, 543.57013, 0.97454941]
357636 [-0.011017308, -0.39458433, 0.00095112418, 251.41496, 0.97454709]
357695 [-0.19255799, -0.25205871, 0.00095112843, 392.84421, 0.97454917]
357795 [-1.7708807, -0.32783481, 0.00095113309, 145.44337, 0.97455359]
357818 [0.51331574, -0.13477029, 0.00095113891, 287.78375, 0.97455961]
357918 [-0.76418018, -0.33474612, 0.00095114222, 517.67053, 0.97456443]
358018 [-0.39384648, -0.22088133, 0.00095114531, 5044.3228, 0.97456664]
358118 [-0.73562449, -0.14529434, 0.00095114834, 121.80587, 0.97456902]
358186 [-4.435514, -0.33201981, 0.00095115229, 325.41898, 0.97457409]
358286 [-0.48400894, -0.40566498, 0.00095115567, 279.97632, 0.97457939]
358386 [-8.4338837, -0.51004702, 0.0009511594, 1813.8483, 0.97458905]
358464 [-1.081099, -0.26223195, 0.00095116469, 579.17554, 0.97459739]
358564 [-0.61028779, -0.27677906, 0.00095117191, 324.69528, 0.97460461]
358578 [-0.1118531, -0.059831586, 0.00095117872, 209.39442, 0.97461188]
358678 [-1.8198968, -0.36911806, 0.00095118931, 267.14941, 0.9746182]
358692 [-0.030485218, -0.037037868, 0.0009511988, 291.80026, 0.97462261]
358792 [-2.470252, -0.3557522, 0.00095121254, 211.00159, 0.97462583]
358795 [-0.033481039, -0.0036647746, 0.00095122471, 299.79761, 0.97462827]
358895 [-0.6031512, -0.30287325, 0.00095123687, 244.37396, 0.9746328]
358903 [0.13959523, -0.031675011, 0.00095124822, 276.66452, 0.97463769]
359003 [0.056152925, -0.34702578, 0.00095125905, 242.05246, 0.97464383]
359008 [0.02632382, -0.014805336, 0.00095126778, 232.65727, 0.97464877]
359103 [0.048968233, -0.28301305, 0.00095127663, 429.11917, 0.97465491]
359203 [-0.28575203, -0.3134715, 0.00095128367, 166.73672, 0.97466147]
359218 [0.073573247, -0.067331716, 0.00095128996, 362.1655, 0.97466826]
359318 [-0.036969412, -0.26014552, 0.0009512956, 162.52322, 0.97467589]
359325 [-0.24280523, -0.03963013, 0.00095130142, 163.62755, 0.97468364]
359408 [0.18863972, -0.28809509, 0.00095130637, 488.91965, 0.97469312]
359508 [0.27767676, -0.42045149, 0.00095130957, 264.63226, 0.97470111]
359608 [0.43027487, -0.37206259, 0.00095131103, 2780.0415, 0.97470665]
359708 [0.27776644, -0.24675484, 0.00095131237, 261.72919, 0.97471243]
359718 [0.31706345, -0.042408425, 0.00095131336, 235.03537, 0.97471881]
359811 [2.1394362, -0.30779672, 0.00095132017, 558.72772, 0.97472739]
359911 [0.071567357, -0.31457025, 0.00095133105, 342.09692, 0.9747377]
359913 [-0.0054871766, -0.00099752145, 0.00095134095, 186.61768, 0.97474605]
359997 [-0.32795516, -0.22127929, 0.00095135061, 444.66187, 0.9747526]
360097 [-0.32920605, -0.46672121, 0.00095135899, 194.62025, 0.97475928]
360197 [-1.9987749, -0.51335508, 0.00095136615, 3004.4602, 0.97475368]
360297 [-1.8194165, -0.275179, 0.00095137535, 277.58005, 0.9747467]
360309 [0.0050925347, -0.040263861, 0.00095138431, 244.92021, 0.97474182]
360402 [-0.68044579, -0.37236154, 0.00095139205, 675.50354, 0.97473544]
360498 [0.14318918, -0.28855306, 0.00095139799, 450.61893, 0.97472638]
360590 [0.11670165, -0.26281071, 0.00095140439, 438.55463, 0.97471726]
360678 [0.75153047, -0.28194737, 0.00095141347, 393.39587, 0.97470838]
360773 [-0.56620312, -0.30344924, 0.00095142284, 428.62491, 0.97470129]
360856 [-2.0194178, -0.29143712, 0.00095142925, 377.41428, 0.97469521]
360956 [-1.977542, -0.39219245, 0.00095142768, 429.16583, 0.97468793]
361005 [0.24230352, -0.137152, 0.00095142482, 304.95731, 0.97468269]
361103 [0.77544659, -0.38317224, 0.00095142255, 363.6825, 0.97468024]
361200 [-3.3392186, -0.32507131, 0.00095141813, 295.52029, 0.97467953]
361300 [-2.4243522, -0.2785708, 0.00095141173, 260.95361, 0.97467726]
361371 [-1.484962, -0.22494297, 0.00095140556, 226.76282, 0.9746744]
361467 [-0.55939806, -0.31130072, 0.00095140166, 484.36185, 0.97467351]
361567 [-2.2194474, -0.40297684, 0.00095139473, 851.28058, 0.97467124]
361641 [-0.87062401, -0.29266772, 0.00095138722, 294.87305, 0.97466773]
361741 [-2.2084699, -0.14957462, 0.0009513768, 155.6443, 0.97466344]
361796 [-0.36373797, -0.27761632, 0.00095136755, 353.82086, 0.97465706]
361896 [-0.2198483, -0.32142693, 0.00095136173, 345.89505, 0.97465003]
361902 [0.11952695, -0.022170855, 0.00095135719, 135.61627, 0.9746449]
362002 [-1.3997002, -0.34472045, 0.00095135358, 338.12839, 0.97464031]
362102 [-1.5505331, -0.41920397, 0.00095135131, 3895.2495, 0.97462928]
362202 [0.11986354, -0.28182229, 0.00095135008, 208.58908, 0.97461814]
362210 [0.17203087, -0.042967692, 0.00095134892, 149.11034, 0.97460979]
362300 [0.069358245, -0.27105427, 0.00095134764, 278.37289, 0.97460377]
362400 [-1.386093, -0.26271001, 0.00095134991, 387.80975, 0.97460097]
362412 [0.28841501, -0.031988308, 0.00095135235, 314.05716, 0.97459942]
362512 [-0.91414398, -0.34281117, 0.00095135329, 496.23804, 0.97459739]
362582 [-0.76362288, -0.17475821, 0.00095135754, 303.10654, 0.97459811]
362682 [-1.2702376, -0.57475418, 0.00095135719, 107.77016, 0.97459877]
362782 [-2.4145231, -0.37122256, 0.00095135765, 3603.9653, 0.97459728]
done
done
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Content source: AlphaSmartDog/DeepLearningNotes
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