# Running /home/michal/Code/open_spiel/open_spiel/papers_with_code/1906.06412.value_functions/train_eval_loop.cc
# Git version 
# Working tree clean? true
# Launch command:
# /storage/praha1/home/sustrmic/experiments/train_eval_loop \ 
# --arch=particle_vf \ 
# --batch_size=64 \ 
# --cfr_oracle_iterations=100 \ 
# --depth=7 \ 
# --device=cpu \ 
# --exp_init=pbs_random \ 
# --learning_rate=0.001 \ 
# --max_particles=-1 \ 
# --num_inputs_regression=-1 \ 
# --num_layers=5 \ 
# --num_loops=512 \ 
# --num_width=5 \ 
# --optimizer=adam \ 
# --prob_pure_strat=0.1 \ 
# --prob_fully_mixed=0.05 \ 
# --replay_size=10000 \ 
# --shuffle_input_output=true \ 
# --train_batches=64 \ 
# --trunk_expl_iterations=100 \ 
# --use_bandits_for_cfr=RegretMatchingPlus \ 
# --snapshot_loop=64 \ 
# --game_name=leduc_poker \ 
# --depth=7 \ 
# --save_values_policy=average \ 
# --zero_sum_regression=true \ 
# --seed=0 \ 
# --snapshot_dir=/storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0

# Seeding experiment ...
# Making strategy randomizer ...
# Making subgame subgame_factory ...
# Making oracle evaluator ...
# Init empty reusable structures ...
# Deducing dimensions ...
# Public features: 28
# Hand features: 8
# Deducing dimensions for specific VFs ...
# Finding all hands in the game (may take a while) ...
# Number of public states: 467
# Particle VF (derived automatically): max_particles = 30 max_parviews = 14
# Point input size: 184
# Point output size: 14
# Using device: cpu
# Size of the input for regression component: 14
# Creating model ...
# Creating optimizer ...
# Allocating experience replay (7.5531 MB) ...
# Making batch train/eval data ...
# Making net evaluator ...
# Making replay filler ...
# Making evaluation metrics ...
# Making full trunk exploitability metric ...
# Ready to run the train/eval loop!
################################################################################
loop,avg_loss,expl[100]
# Initializing experience replay.
# Making new experience (may take a while) ...
# ........................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/0.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
0,0.00131669,0.396037
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
1,0.000712244,0.317477
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
2,0.000612139,0.27087
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
3,0.000570419,0.363635
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
4,0.000560513,0.32897
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
5,0.000578041,0.366003
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
6,0.00055907,0.341931
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
7,0.00048689,0.348236
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
8,0.000440137,0.326308
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
9,0.000483664,0.27786
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
10,0.000431647,0.202795
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
11,0.000451976,0.327384
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
12,0.000476647,0.327796
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
13,0.000392632,0.25332
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
14,0.000389533,0.136165
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
15,0.000384226,0.163635
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
16,0.00035788,0.161287
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
17,0.000354271,0.166247
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
18,0.0003612,0.144815
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
19,0.000348452,0.163343
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
20,0.000378761,0.137798
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
21,0.0003374,0.206619
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
22,0.00034631,0.188973
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
23,0.000359661,0.166602
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
24,0.000343786,0.181448
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
25,0.000314606,0.180203
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
26,0.000326879,0.360803
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
27,0.000369746,0.123119
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
28,0.000409076,0.260202
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
29,0.000298967,0.195764
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
30,0.000306275,0.169507
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
31,0.00028757,0.160211
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
32,0.000237644,0.221787
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
33,0.000252414,0.189359
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
34,0.000210795,0.29294
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
35,0.00025865,0.244498
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
36,0.000189918,0.223354
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
37,0.000179095,0.247331
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
38,0.000203317,0.238891
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
39,0.000205694,0.2435
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
40,0.000267531,0.266276
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
41,0.000212457,0.30999
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
42,0.000168597,0.185556
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
43,0.000162656,0.234741
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
44,0.000160934,0.234028
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
45,0.000155293,0.247322
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
46,0.00013703,0.154186
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
47,0.000139228,0.181122
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
48,0.000136893,0.223862
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
49,0.00017372,0.253796
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
50,0.000146154,0.181282
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
51,0.000133307,0.132578
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
52,0.000136414,0.177311
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
53,0.000155434,0.186155
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
54,0.00014247,0.173026
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
55,0.000150171,0.18109
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
56,0.000177672,0.117707
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
57,0.000176383,0.150252
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
58,0.000129348,0.22005
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
59,0.000120363,0.162531
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
60,0.000122792,0.175015
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
61,0.000194192,0.19285
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
62,0.000147924,0.220031
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
63,0.000143073,0.166556
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/64.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
64,0.000146893,0.145073
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
65,0.000148063,0.214756
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
66,0.000158179,0.14822
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
67,0.000130393,0.224225
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
68,0.000139736,0.184482
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
69,0.000126405,0.134234
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
70,0.00010303,0.14097
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
71,0.000223738,0.139861
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
72,0.000184133,0.174033
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
73,0.000135912,0.188474
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
74,0.000143886,0.139471
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
75,0.000131232,0.13536
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
76,0.000108436,0.103951
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
77,0.000122554,0.119651
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
78,0.00012028,0.13077
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
79,9.32959e-05,0.166846
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
80,0.00010163,0.146017
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
81,0.000121597,0.204811
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
82,0.000108504,0.142901
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
83,0.000177137,0.127852
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
84,0.000133507,0.127871
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
85,0.000126572,0.149381
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
86,0.000105455,0.109008
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
87,0.000118284,0.157524
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
88,9.57164e-05,0.103356
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
89,0.000113887,0.188293
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
90,0.000109718,0.269688
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
91,9.98668e-05,0.100031
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
92,0.000108044,0.194087
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
93,0.000167943,0.157697
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
94,0.000180959,0.180283
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
95,0.000155677,0.15566
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
96,0.000115405,0.152308
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
97,0.000103111,0.135628
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
98,0.000109695,0.161674
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
99,9.88743e-05,0.127806
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
100,0.000132089,0.121234
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
101,0.000145137,0.131648
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
102,9.84635e-05,0.134965
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
103,0.000103453,0.0829441
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
104,8.21472e-05,0.111698
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
105,9.6134e-05,0.116288
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
106,8.76975e-05,0.118572
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
107,8.85955e-05,0.219178
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
108,8.88322e-05,0.219355
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
109,8.94837e-05,0.114654
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
110,8.82585e-05,0.0915095
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
111,0.000110456,0.152463
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
112,0.000112399,0.118597
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
113,0.000102799,0.145025
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
114,8.04623e-05,0.105602
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
115,8.71635e-05,0.0885975
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
116,8.95152e-05,0.230603
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
117,9.42049e-05,0.099146
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
118,8.02955e-05,0.136894
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
119,7.70881e-05,0.195744
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
120,7.9544e-05,0.151427
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
121,9.52929e-05,0.0823944
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
122,0.000105501,0.0923208
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
123,9.36345e-05,0.236078
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
124,9.38572e-05,0.0975644
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
125,9.17292e-05,0.102918
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
126,0.000102355,0.141147
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
127,7.38784e-05,0.111411
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/128.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
128,7.69612e-05,0.166753
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
129,7.66121e-05,0.110201
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
130,7.22818e-05,0.0960165
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
131,7.62081e-05,0.0979699
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
132,7.91417e-05,0.100082
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
133,8.23086e-05,0.112314
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
134,8.72619e-05,0.120086
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
135,7.83004e-05,0.0927548
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
136,0.000112086,0.0868426
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
137,7.68653e-05,0.086778
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
138,7.67623e-05,0.10222
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
139,8.58966e-05,0.0770136
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
140,6.81039e-05,0.0963327
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
141,7.2271e-05,0.0918215
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
142,7.25226e-05,0.0941367
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
143,7.16077e-05,0.0940721
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
144,9.3948e-05,0.140517
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
145,0.000109254,0.0892163
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
146,8.06592e-05,0.0712159
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
147,9.70793e-05,0.132579
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
148,8.13012e-05,0.0878238
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
149,7.66451e-05,0.0817006
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
150,7.17328e-05,0.078736
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
151,7.45162e-05,0.105774
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
152,6.71749e-05,0.0789856
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
153,6.87131e-05,0.100364
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
154,6.75896e-05,0.0772618
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
155,6.61119e-05,0.100821
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
156,7.09206e-05,0.0872987
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
157,6.58616e-05,0.0820027
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
158,6.99967e-05,0.138604
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
159,7.51315e-05,0.097205
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
160,8.85041e-05,0.119553
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
161,6.68848e-05,0.0824714
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
162,6.80778e-05,0.0949018
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
163,6.98652e-05,0.101038
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
164,6.26332e-05,0.0830266
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
165,6.4073e-05,0.0734668
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
166,6.14334e-05,0.116963
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
167,6.21253e-05,0.0816727
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
168,6.51591e-05,0.110923
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
169,8.89868e-05,0.0800404
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
170,9.50134e-05,0.109975
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
171,7.2891e-05,0.0918172
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
172,6.13326e-05,0.182576
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
173,6.97951e-05,0.098701
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
174,6.62763e-05,0.202986
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
175,9.74386e-05,0.188348
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
176,0.000136853,0.112898
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
177,8.77412e-05,0.0986554
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
178,5.99215e-05,0.0815712
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
179,7.19135e-05,0.0959557
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
180,6.46177e-05,0.0822578
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
181,6.84832e-05,0.112753
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
182,6.46427e-05,0.0879503
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
183,5.40615e-05,0.0843099
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
184,5.54558e-05,0.104856
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
185,5.99464e-05,0.110641
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
186,5.30212e-05,0.0972878
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
187,5.89377e-05,0.107027
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
188,6.04401e-05,0.0799557
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
189,5.70727e-05,0.0864783
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
190,6.40132e-05,0.114383
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
191,5.68137e-05,0.0765279
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/192.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
192,6.02917e-05,0.152177
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
193,6.84002e-05,0.090193
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
194,9.87327e-05,0.0887284
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
195,6.03803e-05,0.088433
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
196,6.40827e-05,0.161543
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
197,6.5776e-05,0.0928863
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
198,5.48411e-05,0.0736396
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
199,6.00413e-05,0.0660527
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
200,5.99843e-05,0.0826837
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
201,7.36894e-05,0.123927
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
202,7.53728e-05,0.0952549
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
203,7.54262e-05,0.0816969
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
204,7.00697e-05,0.0861932
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
205,6.14875e-05,0.0834985
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
206,8.10213e-05,0.0964973
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
207,7.03214e-05,0.0945476
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
208,7.43881e-05,0.120882
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
209,5.47453e-05,0.0992371
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
210,6.31306e-05,0.087838
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
211,9.34606e-05,0.125567
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
212,5.80116e-05,0.0797042
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
213,5.52687e-05,0.0757156
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
214,5.78395e-05,0.0938355
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
215,5.21282e-05,0.0838493
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
216,4.94031e-05,0.0828302
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
217,5.53252e-05,0.100895
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
218,4.85145e-05,0.0765229
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
219,4.50219e-05,0.0836131
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
220,5.34584e-05,0.0811355
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
221,6.01401e-05,0.121354
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
222,0.000135476,0.161722
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
223,9.01633e-05,0.0977255
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
224,6.93607e-05,0.178305
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
225,6.14576e-05,0.141363
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
226,6.10447e-05,0.0798554
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
227,5.26651e-05,0.08186
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
228,5.80445e-05,0.0899953
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
229,5.20471e-05,0.112765
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
230,5.29157e-05,0.0753443
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
231,5.65069e-05,0.0792982
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
232,5.32576e-05,0.105671
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
233,5.67422e-05,0.0713121
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
234,6.68136e-05,0.0884191
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
235,7.14156e-05,0.183006
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
236,6.63342e-05,0.0950225
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
237,5.51763e-05,0.11678
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
238,6.96718e-05,0.108171
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
239,5.828e-05,0.0920443
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
240,9.80228e-05,0.0820372
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
241,5.58015e-05,0.0723494
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
242,5.21983e-05,0.0869245
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
243,5.50151e-05,0.0868354
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
244,5.52944e-05,0.0802589
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
245,5.19899e-05,0.0755106
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
246,4.75522e-05,0.0855537
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
247,4.98315e-05,0.0872579
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
248,4.64397e-05,0.0756826
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
249,4.53738e-05,0.0898799
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
250,5.14258e-05,0.105847
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
251,4.80284e-05,0.0750448
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
252,4.02721e-05,0.0894976
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
253,4.72881e-05,0.0718857
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
254,4.43411e-05,0.0927811
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
255,4.77547e-05,0.115309
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/256.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
256,4.56019e-05,0.0848848
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
257,4.73012e-05,0.0802907
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
258,4.45349e-05,0.0897838
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
259,4.28166e-05,0.0911277
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
260,4.96196e-05,0.111435
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
261,5.62501e-05,0.0907928
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
262,9.03866e-05,0.0992562
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
263,6.71011e-05,0.135738
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
264,6.5987e-05,0.109512
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
265,6.36789e-05,0.0855473
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
266,5.66596e-05,0.0778314
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
267,6.87893e-05,0.109393
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
268,6.41894e-05,0.0922414
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
269,4.76832e-05,0.078901
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
270,4.89985e-05,0.0697692
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
271,5.04616e-05,0.0783806
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
272,4.73694e-05,0.0859778
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
273,4.5292e-05,0.0964989
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
274,4.4454e-05,0.0739728
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
275,4.52864e-05,0.0849783
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
276,5.52073e-05,0.222249
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
277,5.04068e-05,0.0881631
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
278,5.94985e-05,0.0900862
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
279,5.31089e-05,0.153462
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
280,5.69851e-05,0.098613
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
281,5.19725e-05,0.104247
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
282,5.10059e-05,0.0818243
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
283,5.57517e-05,0.178193
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
284,5.88987e-05,0.081142
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
285,5.07249e-05,0.109074
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
286,4.49937e-05,0.0879114
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
287,4.28688e-05,0.0909095
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
288,4.2351e-05,0.0823882
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
289,4.74287e-05,0.0844089
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
290,4.93272e-05,0.0869799
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
291,4.8936e-05,0.106173
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
292,4.77488e-05,0.0902363
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
293,4.61397e-05,0.100718
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
294,4.81324e-05,0.0767048
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
295,5.08828e-05,0.106051
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
296,5.88586e-05,0.115628
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
297,7.14777e-05,0.076478
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
298,5.98e-05,0.0913433
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
299,6.13244e-05,0.0877362
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
300,6.32367e-05,0.116467
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
301,6.62954e-05,0.0925215
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
302,5.24436e-05,0.0783271
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
303,4.34014e-05,0.0864843
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
304,4.59317e-05,0.0878052
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
305,4.41657e-05,0.0886188
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
306,4.34622e-05,0.0665297
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
307,4.74852e-05,0.0773377
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
308,4.40029e-05,0.0999575
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
309,5.22919e-05,0.0879022
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
310,4.4261e-05,0.0783481
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
311,4.45052e-05,0.0814188
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
312,4.45699e-05,0.0734437
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
313,4.54845e-05,0.0818572
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
314,4.58488e-05,0.0803744
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
315,5.35653e-05,0.0920422
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
316,4.80648e-05,0.091718
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
317,4.87085e-05,0.0862796
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
318,4.14172e-05,0.0917368
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
319,4.07816e-05,0.0867478
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/320.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
320,4.09816e-05,0.102732
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
321,5.5151e-05,0.0741939
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
322,4.65734e-05,0.0730017
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
323,4.7996e-05,0.0923046
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
324,5.82604e-05,0.0902811
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
325,4.43126e-05,0.0952152
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
326,5.29567e-05,0.0808775
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
327,4.1586e-05,0.078391
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
328,4.19875e-05,0.0914388
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
329,4.00462e-05,0.0736003
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
330,3.98296e-05,0.0704674
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
331,4.14369e-05,0.0902631
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
332,3.75095e-05,0.0887081
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
333,3.83384e-05,0.087873
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
334,4.13525e-05,0.0823929
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
335,4.23122e-05,0.0953181
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
336,4.1374e-05,0.0773858
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
337,4.25203e-05,0.118583
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
338,5.0774e-05,0.0842656
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
339,5.07976e-05,0.0978698
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
340,4.06746e-05,0.0790293
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
341,3.94321e-05,0.0935762
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
342,4.00383e-05,0.0924674
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
343,4.70024e-05,0.0725275
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
344,4.89678e-05,0.0852587
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
345,6.10481e-05,0.152535
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
346,0.000158017,0.278259
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
347,0.000142458,0.0934201
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
348,9.29111e-05,0.117596
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
349,8.29917e-05,0.0948579
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
350,6.35238e-05,0.134775
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
351,5.98277e-05,0.097901
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
352,6.92601e-05,0.164682
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
353,7.42286e-05,0.101621
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
354,5.92358e-05,0.0998519
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
355,5.59927e-05,0.0977404
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
356,5.02423e-05,0.122186
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
357,5.28184e-05,0.0939514
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
358,6.83986e-05,0.190878
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
359,7.45328e-05,0.103854
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
360,5.45275e-05,0.0894783
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
361,4.61086e-05,0.0815385
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
362,4.19832e-05,0.0856422
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
363,3.85142e-05,0.0904961
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
364,3.85548e-05,0.0840942
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
365,3.68566e-05,0.0826974
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
366,4.59574e-05,0.0890675
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
367,3.89688e-05,0.0865998
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
368,3.77838e-05,0.0793875
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
369,3.83401e-05,0.0844391
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
370,3.83635e-05,0.0766841
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
371,3.84409e-05,0.0910803
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
372,4.34722e-05,0.0843814
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
373,3.92006e-05,0.0739558
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
374,3.90313e-05,0.0708622
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
375,3.88603e-05,0.0689837
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
376,3.43308e-05,0.0854065
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
377,3.75589e-05,0.083302
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
378,6.25326e-05,0.0740458
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
379,6.58738e-05,0.122096
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
380,5.20319e-05,0.106661
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
381,4.48687e-05,0.0905552
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
382,3.64533e-05,0.0969713
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
383,3.90018e-05,0.114485
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/384.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
384,4.39538e-05,0.0808338
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
385,3.99572e-05,0.085517
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
386,3.91873e-05,0.0816138
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
387,3.62418e-05,0.0772045
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
388,3.72587e-05,0.106292
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
389,4.04408e-05,0.0913641
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
390,3.90013e-05,0.0825947
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
391,3.40315e-05,0.0922611
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
392,3.52765e-05,0.0971797
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
393,3.85183e-05,0.074691
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
394,4.22024e-05,0.0903566
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
395,3.96098e-05,0.0886226
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
396,3.8774e-05,0.0827172
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
397,4.69474e-05,0.091877
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
398,6.64522e-05,0.293583
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
399,8.57075e-05,0.103277
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
400,5.46517e-05,0.11565
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
401,4.54299e-05,0.0886151
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
402,4.65975e-05,0.0785431
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
403,5.49846e-05,0.0913224
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
404,6.18495e-05,0.0934676
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
405,4.41849e-05,0.0941914
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
406,3.59385e-05,0.0931039
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
407,3.32646e-05,0.0814949
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
408,3.41976e-05,0.0828412
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
409,4.14678e-05,0.0987468
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
410,3.78708e-05,0.094236
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
411,3.94321e-05,0.082308
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
412,3.60272e-05,0.0783998
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
413,3.47431e-05,0.0928089
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
414,6.08811e-05,0.08648
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
415,3.88918e-05,0.0899522
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
416,3.83889e-05,0.107061
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
417,5.06349e-05,0.0882438
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
418,6.49154e-05,0.130796
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
419,5.24692e-05,0.0885868
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
420,3.77747e-05,0.0900616
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
421,3.82126e-05,0.0933819
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
422,3.56308e-05,0.0931915
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
423,3.53963e-05,0.0791912
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
424,3.26575e-05,0.0940254
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
425,3.22937e-05,0.0872464
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
426,3.90202e-05,0.0860643
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
427,3.40357e-05,0.0894701
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
428,3.34351e-05,0.0857666
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
429,3.91788e-05,0.0800264
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
430,3.75549e-05,0.0898618
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
431,3.48496e-05,0.0936408
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
432,3.92331e-05,0.10104
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
433,5.46201e-05,0.186521
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
434,7.30233e-05,0.0852687
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
435,5.14928e-05,0.0845312
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
436,4.11949e-05,0.0785334
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
437,4.41127e-05,0.0922253
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
438,3.73895e-05,0.089051
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
439,3.71837e-05,0.0790548
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
440,3.42936e-05,0.0831688
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
441,3.56325e-05,0.0824033
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
442,3.64163e-05,0.0818377
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
443,3.73404e-05,0.0672518
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
444,3.41357e-05,0.089625
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
445,3.25673e-05,0.0821637
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
446,3.22771e-05,0.0825352
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
447,4.80898e-05,0.093769
# Saving snapshot of the neural net to /storage/praha1/home/sustrmic/experiments/snapshot_pbs_training/game_name/leduc_poker/depth/7/save_values_policy/average/zero_sum_regression/true/seed/0/448.model
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
448,3.9928e-05,0.0867058
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
449,3.49534e-05,0.0710804
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
450,3.55894e-05,0.0928217
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
451,3.8794e-05,0.0813272
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
452,3.63409e-05,0.0907709
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
453,3.73821e-05,0.0887212
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
454,5.11651e-05,0.0898482
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
455,3.92729e-05,0.0834138
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
456,3.64658e-05,0.0899411
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
457,8.19157e-05,0.122298
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
458,5.51259e-05,0.0943296
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
459,5.97983e-05,0.0979
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
460,4.64868e-05,0.0911143
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
461,3.83163e-05,0.100896
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
462,3.5154e-05,0.0937671
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
463,3.70972e-05,0.0821703
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
464,3.25776e-05,0.0782649
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
465,3.22259e-05,0.0891525
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
466,3.53704e-05,0.0861499
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
467,3.04949e-05,0.0841588
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
468,3.5768e-05,0.0822897
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
469,5.21063e-05,0.0990042
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
470,5.01329e-05,0.0805253
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
471,4.03836e-05,0.0835033
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
472,3.93258e-05,0.0751597
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
473,3.50169e-05,0.0882631
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
474,3.40069e-05,0.0859696
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
475,3.75422e-05,0.0884061
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
476,3.34251e-05,0.0932396
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
477,3.1272e-05,0.075643
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
478,3.42989e-05,0.0907884
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
479,3.3569e-05,0.0912908
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
480,3.12939e-05,0.09376
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
481,3.27643e-05,0.0869743
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
482,3.21272e-05,0.0808938
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
483,3.30437e-05,0.0876214
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
484,3.52455e-05,0.0843214
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
485,3.46662e-05,0.0819286
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
486,3.10468e-05,0.0773785
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
487,3.09125e-05,0.0847265
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
488,2.93413e-05,0.0856392
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
489,3.61133e-05,0.0803288
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
490,3.42928e-05,0.0779307
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
491,3.3201e-05,0.0794172
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
492,3.57115e-05,0.0866444
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
493,3.45554e-05,0.0833867
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
494,3.18947e-05,0.0704817
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
495,3.75875e-05,0.102912
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
496,3.6791e-05,0.0872633
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
497,4.72246e-05,0.0936079
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
498,6.60718e-05,0.0792846
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
499,3.94664e-05,0.080837
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
500,3.86371e-05,0.0962019
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
501,3.67739e-05,0.10178
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
502,3.88644e-05,0.102899
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
503,3.41874e-05,0.081845
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
504,3.11318e-05,0.0830039
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
505,2.96006e-05,0.0875874
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
506,3.30967e-05,0.0805551
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
507,3.2603e-05,0.0762592
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
508,3.11456e-05,0.088205
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
509,3.02184e-05,0.0856445
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
510,2.88023e-05,0.0828172
# Training  ................................................................
# Evaluating 
# full_trunk_expl .
511,2.74318e-05,0.0821394
