assigning the rank and nworkers 65 30
size of model 1088
assigning the rank and nworkers 65 44
size of model 1088
assigning the rank and nworkers 65 3
size of model 1088
assigning the rank and nworkers 65 60
size of model 1088
assigning the rank and nworkers 65 40
size of model 1088
assigning the rank and nworkers 65 46
size of model 1088
assigning the rank and nworkers 65 4
size of model 1088
assigning the rank and nworkers 65 28
size of model 1088
assigning the rank and nworkers 65 2
size of model 1088
assigning the rank and nworkers 65 61
size of model 1088
assigning the rank and nworkers 65 42
size of model 1088
assigning the rank and nworkers 65 64
size of model 1088
assigning the rank and nworkers 65 49
size of model 1088
assigning the rank and nworkers 65 10
size of model 1088
assigning the rank and nworkers 65 26
size of model 1088
assigning the rank and nworkers 65 27
size of model 1088
assigning the rank and nworkers 65 25
size of model 1088
assigning the rank and nworkers 65 0
size of model 1088
assigning the rank and nworkers 65 36
size of model 1088
assigning the rank and nworkers 65 50
size of model 1088
assigning the rank and nworkers 65 16
size of model 1088
assigning the rank and nworkers 65 13
size of model 1088
assigning the rank and nworkers 65 41
size of model 1088
assigning the rank and nworkers 65 6
size of model 1088
assigning the rank and nworkers 65 19
size of model 1088
assigning the rank and nworkers 65 35
size of model 1088
assigning the rank and nworkers 65 63
size of model 1088
assigning the rank and nworkers 65 5
size of model 1088
assigning the rank and nworkers 65 62
assigning the rank and nworkers 65 23
size of model 1088
size of model 1088
assigning the rank and nworkers 65 59
assigning the rank and nworkers 65 48
size of model 1088
size of model 1088
assigning the rank and nworkers 65 15
size of model 1088
assigning the rank and nworkers 65 12
size of model 1088
assigning the rank and nworkers 65 18
size of model 1088
assigning the rank and nworkers 65 17
size of model 1088
assigning the rank and nworkers 65 9
size of model 1088
assigning the rank and nworkers 65 32
size of model 1088
assigning the rank and nworkers 65 24
assigning the rank and nworkers 65 38
size of model 1088
size of model 1088
assigning the rank and nworkers 65 7
size of model 1088
assigning the rank and nworkers 65 1
size of model 1088
assigning the rank and nworkers 65 21
size of model 1088
assigning the rank and nworkers 65 37
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=237108, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=214791, Fri Jul 20 02:07:29 2018)
('process', 3, 'out of total ', 65, 'started')
making rnn doom environment
('process', 13, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=212500, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=230944, Fri Jul 20 02:07:29 2018)
('process', 16, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=152514, Fri Jul 20 02:07:29 2018)
('process', 12, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=189658, Fri Jul 20 02:07:29 2018)
('process', 63, 'out of total ', 65, 'started')
making rnn doom environment
('process', 19, 'out of total ', 65, 'started')
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=213150, Fri Jul 20 02:07:29 2018)
('process', 50, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=233147, Fri Jul 20 02:07:29 2018)
('process', 59, 'out of total ', 65, 'started')
making rnn doom environment
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=208364, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=158199, Fri Jul 20 02:07:29 2018)
('process', 27, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=205047, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=147378, Fri Jul 20 02:07:29 2018)
('process', 62, 'out of total ', 65, 'started')
('process', 5, 'out of total ', 65, 'started')
making rnn doom environment
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=186441, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=204427, Fri Jul 20 02:07:29 2018)
('process', 25, 'out of total ', 65, 'started')
making rnn doom environment
('process', 35, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=149022, Fri Jul 20 02:07:29 2018)
('process', 46, 'out of total ', 65, 'started')
making rnn doom environment
('process', 2, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=212956, Fri Jul 20 02:07:29 2018)
('process', 15, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=242899, Fri Jul 20 02:07:29 2018)
('process', 18, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=205037, Fri Jul 20 02:07:29 2018)
('process', 0, 'out of total ', 65, 'started')
('training', 'doomrnn')
('population', 64)
('num_worker', 64)
('num_worker_trial', 1)
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=199783, Fri Jul 20 02:07:29 2018)
('process', 32, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=197578, Fri Jul 20 02:07:29 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=203884, Fri Jul 20 02:07:29 2018)
('process', 41, 'out of total ', 65, 'started')
making rnn doom environment
('process', 10, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=174440, Fri Jul 20 02:07:29 2018)
('process', 64, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=228613, Fri Jul 20 02:07:29 2018)
('process', 42, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=232546, Fri Jul 20 02:07:29 2018)
('process', 1, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=221747, Fri Jul 20 02:07:29 2018)
('process', 7, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=218470, Fri Jul 20 02:07:29 2018)
('process', 23, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=215805, Fri Jul 20 02:07:29 2018)
('process', 9, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=215795, Fri Jul 20 02:07:29 2018)
('process', 37, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 34
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=177492, Fri Jul 20 02:07:29 2018)
('process', 49, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=221406, Fri Jul 20 02:07:29 2018)
('process', 48, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=172148, Fri Jul 20 02:07:29 2018)
('process', 40, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=202751, Fri Jul 20 02:07:29 2018)
('process', 4, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=227467, Fri Jul 20 02:07:29 2018)
('process', 44, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=217917, Fri Jul 20 02:07:29 2018)
('process', 30, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=201845, Fri Jul 20 02:07:29 2018)
('process', 6, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 47
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=188362, Fri Jul 20 02:07:29 2018)
('process', 17, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=121522, Fri Jul 20 02:07:30 2018)
('process', 60, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=59703, Fri Jul 20 02:07:30 2018)
assigning the rank and nworkers 65 22
('process', 36, 'out of total ', 65, 'started')
making rnn doom environment
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=88917, Fri Jul 20 02:07:30 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=98619, Fri Jul 20 02:07:30 2018)
('process', 28, 'out of total ', 65, 'started')
making rnn doom environment
('process', 61, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=153266, Fri Jul 20 02:07:30 2018)
assigning the rank and nworkers 65 11
('process', 21, 'out of total ', 65, 'started')
making rnn doom environment
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=111347, Fri Jul 20 02:07:30 2018)
('process', 26, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 52
assigning the rank and nworkers 65 54
size of model 1088
size of model 1088
assigning the rank and nworkers 65 29
size of model 1088
assigning the rank and nworkers 65 20
size of model 1088
assigning the rank and nworkers 65 45
size of model 1088
assigning the rank and nworkers 65 33
size of model 1088
assigning the rank and nworkers 65 57
size of model 1088
assigning the rank and nworkers 65 53
size of model 1088
assigning the rank and nworkers 65 56
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=154772, Fri Jul 20 02:07:30 2018)
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=128781, Fri Jul 20 02:07:30 2018)
('process', 38, 'out of total ', 65, 'started')
making rnn doom environment
('process', 24, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 14
size of model 1088
assigning the rank and nworkers 65 43
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=65616, Fri Jul 20 02:07:30 2018)
('process', 34, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 39
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=140879, Fri Jul 20 02:07:30 2018)
('process', 47, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 31
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=156871, Fri Jul 20 02:07:30 2018)
('process', 57, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=92905, Fri Jul 20 02:07:30 2018)
('process', 22, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=70445, Fri Jul 20 02:07:30 2018)
('process', 54, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=86892, Fri Jul 20 02:07:30 2018)
('process', 52, 'out of total ', 65, 'started')
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=160579, Fri Jul 20 02:07:30 2018)
('process', 11, 'out of total ', 65, 'started')
making rnn doom environment
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=74905, Fri Jul 20 02:07:30 2018)
('process', 29, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=147932, Fri Jul 20 02:07:30 2018)
('process', 20, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=125775, Fri Jul 20 02:07:30 2018)
('process', 33, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=91189, Fri Jul 20 02:07:30 2018)
('process', 53, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 8
size of model 1088
assigning the rank and nworkers 65 55
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=119984, Fri Jul 20 02:07:30 2018)
('process', 56, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=143326, Fri Jul 20 02:07:30 2018)
('process', 43, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 51
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=151523, Fri Jul 20 02:07:30 2018)
('process', 45, 'out of total ', 65, 'started')
making rnn doom environment
assigning the rank and nworkers 65 58
size of model 1088
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=125001, Fri Jul 20 02:07:30 2018)
('process', 14, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=165912, Fri Jul 20 02:07:30 2018)
('process', 31, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=159651, Fri Jul 20 02:07:30 2018)
('process', 39, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=146774, Fri Jul 20 02:07:30 2018)
('process', 51, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=150097, Fri Jul 20 02:07:30 2018)
('process', 8, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=135418, Fri Jul 20 02:07:30 2018)
('process', 55, 'out of total ', 65, 'started')
making rnn doom environment
(32_w,64)-aCMA-ES (mu_w=17.6,w_1=11%) in dimension 1088 (seed=110990, Fri Jul 20 02:07:30 2018)
('process', 58, 'out of total ', 65, 'started')
making rnn doom environment
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
model using cpu
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
input dropout mode = False
output dropout mode = False
recurrent dropout mode = False
('doomrnn', (1, 55, 257.35, 126.75, 459.37, 68.6, 0.0986, 257.35, 459))
('doomrnn', (2, 93, 285.97, 176.68, 424.62, 51.31, 0.09735, 285.97, 424))
('doomrnn', (3, 131, 282.51, 150.75, 433.87, 53.49, 0.09622, 282.51, 433))
('doomrnn', (4, 175, 297.99, 158.37, 527.75, 66.23, 0.09516, 297.99, 527))
('doomrnn', (5, 221, 290.38, 176.12, 557.06, 69.19, 0.09417, 290.38, 557))
('doomrnn', (6, 267, 311.22, 172.68, 564.0, 74.23, 0.09326, 311.22, 564))
('doomrnn', (7, 316, 325.44, 173.87, 581.87, 81.05, 0.0924, 325.44, 581))
('doomrnn', (8, 364, 324.34, 155.62, 580.87, 90.83, 0.09159, 324.34, 580))
('doomrnn', (9, 419, 349.5, 142.12, 652.62, 108.68, 0.09084, 349.5, 652))
('doomrnn', (10, 470, 340.25, 170.68, 624.75, 94.29, 0.09014, 340.25, 624))
('doomrnn', (11, 522, 350.01, 153.0, 634.87, 104.63, 0.08947, 350.01, 634))
('doomrnn', (12, 576, 362.96, 154.37, 617.06, 110.03, 0.08886, 362.96, 617))
('doomrnn', (13, 631, 394.31, 147.37, 635.62, 108.87, 0.08829, 394.31, 635))
('doomrnn', (14, 688, 393.3, 231.31, 669.31, 94.68, 0.08774, 393.3, 669))
('doomrnn', (15, 740, 409.84, 184.12, 568.06, 100.56, 0.08723, 409.84, 568))
('doomrnn', (16, 798, 402.8, 190.43, 686.93, 99.47, 0.08675, 402.8, 686))
('doomrnn', (17, 856, 438.36, 284.87, 647.0, 94.28, 0.08629, 438.36, 647))
('doomrnn', (18, 913, 411.14, 183.68, 642.68, 107.88, 0.08587, 411.14, 642))
('doomrnn', (19, 974, 425.19, 208.68, 698.5, 112.23, 0.08548, 425.19, 698))
('doomrnn', (20, 1038, 430.86, 173.87, 776.18, 116.37, 0.08513, 430.86, 776))
('doomrnn', (21, 1098, 417.14, 202.81, 678.18, 112.77, 0.08481, 417.14, 678))
('doomrnn', (22, 1154, 435.97, 169.81, 614.56, 106.38, 0.08452, 435.97, 614))
('doomrnn', (23, 1219, 469.01, 151.5, 725.5, 125.49, 0.08423, 469.01, 725))
('doomrnn', (24, 1281, 446.75, 168.5, 709.62, 118.45, 0.08395, 446.75, 709))
('doomrnn', (25, 1347, 492.5, 214.81, 722.06, 105.75, 0.08369, 492.5, 722))
('Eval', 25, 1423, 'improvement', 335.75351562499998, 'curr', 593.103515625, 'prev', 257.35, 'best', 593.103515625)
('doomrnn', (26, 1487, 490.02, 285.0, 699.56, 101.04, 0.08344, 490.02, 699))
('doomrnn', (27, 1556, 484.87, 269.62, 813.5, 120.6, 0.0832, 484.87, 813))
('doomrnn', (28, 1619, 451.13, 231.0, 737.25, 99.1, 0.08298, 451.13, 737))
('doomrnn', (29, 1684, 494.69, 271.37, 706.87, 94.05, 0.08276, 494.69, 706))
('doomrnn', (30, 1753, 497.6, 260.18, 790.93, 116.08, 0.08255, 497.6, 790))
('doomrnn', (31, 1821, 520.16, 316.68, 746.12, 110.92, 0.08237, 520.16, 746))
('doomrnn', (32, 1888, 479.29, 173.0, 778.25, 118.71, 0.08218, 479.29, 778))
('doomrnn', (33, 1958, 498.23, 167.0, 812.62, 116.28, 0.08199, 498.23, 812))
('doomrnn', (34, 2022, 479.98, 303.0, 723.81, 89.77, 0.0818, 479.98, 723))
('doomrnn', (35, 2084, 474.32, 324.25, 688.5, 93.21, 0.08161, 474.32, 688))
('doomrnn', (36, 2156, 500.37, 281.12, 841.75, 118.01, 0.08144, 500.37, 841))
('doomrnn', (37, 2223, 475.46, 249.43, 805.68, 100.51, 0.08127, 475.46, 805))
('doomrnn', (38, 2293, 522.23, 299.68, 786.5, 108.26, 0.08112, 522.23, 786))
('doomrnn', (39, 2367, 498.89, 272.62, 941.31, 111.77, 0.08099, 498.89, 941))
('doomrnn', (40, 2433, 489.5, 297.25, 767.37, 99.46, 0.08087, 489.5, 767))
('doomrnn', (41, 2499, 497.84, 259.62, 720.56, 106.89, 0.08077, 497.84, 720))
('doomrnn', (42, 2570, 495.24, 287.0, 848.56, 116.16, 0.08066, 495.24, 848))
('doomrnn', (43, 2638, 508.86, 263.75, 772.81, 113.08, 0.08055, 508.86, 772))
('doomrnn', (44, 2705, 478.85, 325.37, 778.12, 103.68, 0.08045, 478.85, 778))
('doomrnn', (45, 2766, 469.4, 292.62, 655.5, 86.19, 0.08036, 469.4, 655))
('doomrnn', (46, 2828, 469.69, 256.62, 711.62, 96.92, 0.08027, 469.69, 711))
('doomrnn', (47, 2898, 485.34, 253.0, 847.75, 111.83, 0.08018, 485.34, 847))
('doomrnn', (48, 2970, 513.87, 286.87, 844.06, 126.22, 0.08013, 513.87, 844))
('doomrnn', (49, 3040, 525.15, 277.12, 780.0, 104.81, 0.08008, 525.15, 780))
('doomrnn', (50, 3109, 513.25, 222.5, 782.75, 124.65, 0.08004, 513.25, 782))
('Eval', 50, 3188, 'improvement', -4.083984375, 'curr', 589.01953125, 'prev', 593.103515625, 'best', 593.103515625)
('doomrnn', (51, 3265, 521.03, 303.81, 940.5, 118.76, 0.08, 521.03, 940))
('doomrnn', (52, 3336, 514.92, 220.75, 788.31, 120.36, 0.07995, 514.92, 788))
('doomrnn', (53, 3408, 536.82, 287.37, 798.62, 117.69, 0.07992, 536.82, 798))
('doomrnn', (54, 3483, 535.54, 315.87, 873.31, 120.32, 0.07988, 535.54, 873))
('doomrnn', (55, 3562, 560.28, 337.75, 932.87, 131.01, 0.07983, 560.28, 932))
('doomrnn', (56, 3632, 522.82, 272.0, 788.0, 109.37, 0.0798, 522.82, 788))
('doomrnn', (57, 3705, 536.99, 327.56, 830.93, 111.44, 0.07978, 536.99, 830))
('doomrnn', (58, 3775, 522.12, 311.12, 797.87, 118.07, 0.07978, 522.12, 797))
('doomrnn', (59, 3847, 553.12, 329.81, 813.43, 100.46, 0.07977, 553.12, 813))
('doomrnn', (60, 3919, 532.8, 333.62, 797.37, 111.14, 0.07977, 532.8, 797))
('doomrnn', (61, 3986, 524.77, 343.87, 746.12, 98.73, 0.07976, 524.77, 746))
('doomrnn', (62, 4059, 530.01, 226.56, 858.93, 116.59, 0.07975, 530.01, 858))
('doomrnn', (63, 4135, 570.59, 406.68, 879.93, 99.12, 0.07972, 570.59, 879))
('doomrnn', (64, 4209, 550.87, 325.31, 827.12, 103.28, 0.0797, 550.87, 827))
('doomrnn', (65, 4283, 552.68, 241.12, 815.31, 123.18, 0.07967, 552.68, 815))
('doomrnn', (66, 4354, 544.65, 293.25, 774.68, 115.25, 0.07965, 544.65, 774))
('doomrnn', (67, 4426, 550.43, 283.87, 820.43, 106.66, 0.07965, 550.43, 820))
('doomrnn', (68, 4497, 532.44, 340.87, 805.06, 103.32, 0.07964, 532.44, 805))
('doomrnn', (69, 4569, 537.23, 357.93, 832.43, 96.4, 0.07964, 537.23, 832))
('doomrnn', (70, 4646, 571.58, 325.18, 894.68, 105.19, 0.07963, 571.58, 894))
('doomrnn', (71, 4721, 563.21, 327.75, 845.43, 110.13, 0.0796, 563.21, 845))
('doomrnn', (72, 4795, 564.5, 326.31, 825.06, 112.99, 0.07957, 564.5, 825))
('doomrnn', (73, 4867, 542.74, 232.43, 789.12, 119.24, 0.07953, 542.74, 789))
('doomrnn', (74, 4941, 553.64, 199.06, 839.37, 108.0, 0.0795, 553.64, 839))
('doomrnn', (75, 5016, 533.89, 227.75, 908.12, 110.72, 0.07946, 533.89, 908))
('Eval', 75, 5092, 'improvement', 5.1220703125, 'curr', 598.2255859375, 'prev', 593.103515625, 'best', 598.2255859375)
('doomrnn', (76, 5166, 567.93, 316.31, 795.81, 119.65, 0.07942, 567.93, 795))
('doomrnn', (77, 5237, 551.91, 339.25, 769.93, 98.62, 0.07938, 551.91, 769))
('doomrnn', (78, 5315, 563.72, 261.0, 907.06, 130.75, 0.07934, 563.72, 907))
('doomrnn', (79, 5389, 542.41, 363.56, 864.43, 103.84, 0.0793, 542.41, 864))
('doomrnn', (80, 5463, 558.76, 320.56, 823.31, 111.45, 0.07927, 558.76, 823))
('doomrnn', (81, 5539, 559.95, 299.25, 850.37, 115.71, 0.07923, 559.95, 850))
('doomrnn', (82, 5609, 557.56, 361.18, 775.0, 97.52, 0.0792, 557.56, 775))
('doomrnn', (83, 5682, 542.75, 271.56, 851.18, 104.95, 0.07918, 542.75, 851))
('doomrnn', (84, 5754, 545.08, 318.5, 791.62, 98.95, 0.07917, 545.08, 791))
('doomrnn', (85, 5835, 565.28, 365.87, 939.12, 120.85, 0.07916, 565.28, 939))
('doomrnn', (86, 5907, 559.15, 295.68, 819.43, 104.58, 0.07915, 559.15, 819))
('doomrnn', (87, 5981, 557.61, 375.43, 807.31, 104.26, 0.07915, 557.61, 807))
('doomrnn', (88, 6053, 566.63, 289.56, 788.93, 107.18, 0.07916, 566.63, 788))
('doomrnn', (89, 6127, 571.14, 359.0, 791.87, 108.3, 0.07917, 571.14, 791))
('doomrnn', (90, 6203, 563.8, 332.12, 877.68, 108.01, 0.07918, 563.8, 877))
('doomrnn', (91, 6287, 586.1, 374.81, 1032.93, 108.72, 0.07919, 586.1, 1032))
('doomrnn', (92, 6359, 556.4, 261.5, 822.68, 103.23, 0.0792, 556.4, 822))
('doomrnn', (93, 6430, 566.57, 307.43, 763.68, 92.82, 0.0792, 566.57, 763))
('doomrnn', (94, 6504, 552.84, 284.87, 832.5, 125.34, 0.07919, 552.84, 832))
('doomrnn', (95, 6577, 556.89, 369.43, 830.68, 101.66, 0.07919, 556.89, 830))
('doomrnn', (96, 6651, 552.95, 321.5, 830.06, 104.79, 0.07919, 552.95, 830))
('doomrnn', (97, 6725, 554.52, 300.43, 825.06, 115.93, 0.0792, 554.52, 825))
('doomrnn', (98, 6797, 560.73, 316.18, 784.81, 99.08, 0.07919, 560.73, 784))
('doomrnn', (99, 6864, 547.88, 348.56, 714.75, 94.62, 0.07918, 547.88, 714))
('doomrnn', (100, 6937, 528.28, 327.12, 845.87, 105.15, 0.07918, 528.28, 845))
('Eval', 100, 7011, 'improvement', -5.9794921875, 'curr', 592.24609375, 'prev', 598.2255859375, 'best', 598.2255859375)
('doomrnn', (101, 7088, 561.16, 323.93, 862.0, 122.92, 0.07916, 561.16, 862))
('doomrnn', (102, 7162, 563.77, 337.31, 832.5, 98.67, 0.07917, 563.77, 832))
('doomrnn', (103, 7235, 579.19, 365.06, 779.06, 103.38, 0.07915, 579.19, 779))
('doomrnn', (104, 7308, 536.62, 274.68, 833.68, 115.57, 0.07915, 536.62, 833))
('doomrnn', (105, 7388, 555.4, 359.75, 969.68, 116.09, 0.07914, 555.4, 969))
('doomrnn', (106, 7463, 565.12, 329.31, 839.5, 106.68, 0.07914, 565.12, 839))
('doomrnn', (107, 7538, 555.97, 331.81, 879.37, 111.33, 0.07915, 555.97, 879))
('doomrnn', (108, 7610, 573.99, 309.25, 771.12, 93.4, 0.07917, 573.99, 771))
('doomrnn', (109, 7686, 577.34, 357.81, 845.31, 108.62, 0.0792, 577.34, 845))
('doomrnn', (110, 7764, 567.27, 253.43, 895.43, 135.07, 0.07923, 567.27, 895))
('doomrnn', (111, 7838, 573.39, 296.12, 817.12, 109.39, 0.07927, 573.39, 817))
('doomrnn', (112, 7918, 588.87, 306.12, 960.5, 111.85, 0.07932, 588.87, 960))
('doomrnn', (113, 7998, 603.0, 324.68, 887.56, 126.9, 0.07936, 603.0, 887))
('doomrnn', (114, 8074, 598.06, 343.31, 823.56, 110.71, 0.07939, 598.06, 823))
('doomrnn', (115, 8143, 552.46, 387.68, 737.62, 86.46, 0.07944, 552.46, 737))
('doomrnn', (116, 8221, 569.9, 366.75, 880.37, 115.75, 0.07948, 569.9, 880))
('doomrnn', (117, 8295, 566.99, 372.5, 818.56, 98.81, 0.07952, 566.99, 818))
('doomrnn', (118, 8366, 540.28, 270.06, 801.75, 106.22, 0.07953, 540.28, 801))
('doomrnn', (119, 8439, 535.71, 329.18, 851.18, 107.27, 0.07956, 535.71, 851))
('doomrnn', (120, 8513, 573.92, 336.31, 822.25, 102.57, 0.07959, 573.92, 822))
('doomrnn', (121, 8592, 585.13, 410.31, 882.81, 105.24, 0.07962, 585.13, 882))
('doomrnn', (122, 8664, 564.37, 362.81, 791.37, 101.8, 0.07965, 564.37, 791))
('doomrnn', (123, 8742, 593.13, 333.37, 888.68, 109.1, 0.07969, 593.13, 888))
('doomrnn', (124, 8812, 554.96, 312.43, 764.31, 106.46, 0.07971, 554.96, 764))
('doomrnn', (125, 8896, 582.62, 386.12, 988.31, 112.88, 0.07972, 582.62, 988))
('Eval', 125, 8977, 'improvement', -7.4921875, 'curr', 590.7333984375, 'prev', 598.2255859375, 'best', 598.2255859375)
('doomrnn', (126, 9056, 564.2, 296.18, 909.12, 123.57, 0.07973, 564.2, 909))
('doomrnn', (127, 9132, 554.04, 357.87, 878.18, 116.5, 0.07972, 554.04, 878))
('doomrnn', (128, 9210, 587.13, 272.43, 844.68, 122.29, 0.07973, 587.13, 844))
('doomrnn', (129, 9287, 565.0, 329.75, 866.81, 114.81, 0.07973, 565.0, 866))
('doomrnn', (130, 9364, 579.14, 336.37, 861.43, 105.46, 0.07974, 579.14, 861))
('doomrnn', (131, 9445, 565.5, 380.68, 984.75, 118.09, 0.07976, 565.5, 984))
('doomrnn', (132, 9521, 573.83, 343.0, 848.87, 108.99, 0.07978, 573.83, 848))
('doomrnn', (133, 9603, 589.94, 370.31, 945.56, 110.83, 0.07978, 589.94, 945))
('doomrnn', (134, 9677, 572.9, 345.06, 820.93, 110.05, 0.07977, 572.9, 820))
('doomrnn', (135, 9757, 587.08, 314.75, 917.5, 122.18, 0.07977, 587.08, 917))
('doomrnn', (136, 9836, 599.78, 389.87, 883.93, 125.61, 0.07977, 599.78, 883))
('doomrnn', (137, 9912, 583.42, 347.62, 822.06, 107.58, 0.07979, 583.42, 822))
('doomrnn', (138, 9989, 565.25, 302.31, 884.12, 110.37, 0.07982, 565.25, 884))
('doomrnn', (139, 10067, 595.22, 365.93, 873.81, 113.58, 0.07983, 595.22, 873))
('doomrnn', (140, 10147, 579.7, 346.25, 927.37, 121.41, 0.07984, 579.7, 927))
('doomrnn', (141, 10223, 580.97, 367.68, 844.87, 105.64, 0.07986, 580.97, 844))
('doomrnn', (142, 10299, 558.78, 351.12, 852.43, 114.83, 0.07987, 558.78, 852))
('doomrnn', (143, 10381, 579.88, 353.93, 1011.18, 121.77, 0.07988, 579.88, 1011))
('doomrnn', (144, 10457, 588.85, 399.56, 840.06, 101.9, 0.07989, 588.85, 840))
('doomrnn', (145, 10537, 581.62, 322.12, 932.31, 115.13, 0.07989, 581.62, 932))
('doomrnn', (146, 10613, 610.07, 420.93, 847.5, 86.05, 0.0799, 610.07, 847))
('doomrnn', (147, 10689, 580.85, 328.37, 837.43, 113.92, 0.0799, 580.85, 837))
('doomrnn', (148, 10764, 565.54, 376.43, 847.62, 107.35, 0.07991, 565.54, 847))
('doomrnn', (149, 10847, 596.83, 317.68, 993.37, 124.89, 0.07992, 596.83, 993))
('doomrnn', (150, 10919, 568.92, 353.12, 791.31, 99.24, 0.07992, 568.92, 791))
('Eval', 150, 11001, 'improvement', 18.12890625, 'curr', 616.3544921875, 'prev', 598.2255859375, 'best', 616.3544921875)
('doomrnn', (151, 11078, 577.64, 310.31, 847.87, 123.2, 0.0799, 577.64, 847))
('doomrnn', (152, 11152, 574.96, 374.81, 827.56, 104.51, 0.07988, 574.96, 827))
('doomrnn', (153, 11226, 591.15, 402.37, 803.37, 86.25, 0.07986, 591.15, 803))
('doomrnn', (154, 11297, 559.12, 354.5, 780.31, 90.75, 0.07986, 559.12, 780))
('doomrnn', (155, 11373, 560.95, 330.87, 874.5, 103.87, 0.07985, 560.95, 874))
('doomrnn', (156, 11448, 585.77, 367.31, 841.93, 101.39, 0.07983, 585.77, 841))
('doomrnn', (157, 11533, 593.95, 337.18, 985.25, 130.47, 0.07982, 593.95, 985))
('doomrnn', (158, 11615, 593.82, 405.18, 952.81, 116.53, 0.0798, 593.82, 952))
('doomrnn', (159, 11692, 587.49, 364.0, 870.56, 105.23, 0.07978, 587.49, 870))
('doomrnn', (160, 11769, 592.77, 385.75, 858.43, 95.72, 0.07976, 592.77, 858))
('doomrnn', (161, 11845, 583.85, 332.87, 835.87, 106.03, 0.07973, 583.85, 835))
('doomrnn', (162, 11922, 596.16, 313.68, 835.75, 122.99, 0.0797, 596.16, 835))
('doomrnn', (163, 12002, 592.88, 315.0, 915.75, 132.78, 0.07967, 592.88, 915))
('doomrnn', (164, 12074, 577.99, 364.68, 770.87, 100.12, 0.07963, 577.99, 770))
('doomrnn', (165, 12149, 565.24, 241.06, 839.0, 111.26, 0.0796, 565.24, 839))
('doomrnn', (166, 12227, 589.49, 253.06, 884.31, 116.49, 0.07956, 589.49, 884))
('doomrnn', (167, 12304, 556.82, 324.62, 870.68, 115.02, 0.07952, 556.82, 870))
('doomrnn', (168, 12382, 566.78, 358.81, 928.12, 105.75, 0.07948, 566.78, 928))
('doomrnn', (169, 12466, 571.76, 367.81, 1033.25, 123.91, 0.07944, 571.76, 1033))
('doomrnn', (170, 12540, 546.1, 306.81, 862.37, 117.12, 0.0794, 546.1, 862))
('doomrnn', (171, 12614, 577.12, 343.12, 814.0, 114.7, 0.07936, 577.12, 814))
('doomrnn', (172, 12690, 584.37, 380.37, 835.31, 94.57, 0.07931, 584.37, 835))
('doomrnn', (173, 12772, 608.94, 373.18, 910.12, 127.55, 0.07927, 608.94, 910))
('doomrnn', (174, 12859, 590.22, 345.81, 1092.5, 125.53, 0.07922, 590.22, 1092))
('doomrnn', (175, 12936, 576.15, 378.06, 873.81, 103.65, 0.07917, 576.15, 873))
('Eval', 175, 13021, 'improvement', 4.2841796875, 'curr', 620.638671875, 'prev', 616.3544921875, 'best', 620.638671875)
('doomrnn', (176, 13102, 584.88, 331.12, 964.18, 124.32, 0.07912, 584.88, 964))
('doomrnn', (177, 13175, 569.01, 375.93, 790.25, 101.09, 0.07907, 569.01, 790))
('doomrnn', (178, 13251, 580.81, 360.56, 842.31, 116.46, 0.07904, 580.81, 842))
('doomrnn', (179, 13336, 612.69, 399.25, 989.75, 124.93, 0.07901, 612.69, 989))
('doomrnn', (180, 13415, 597.08, 408.75, 919.93, 99.36, 0.07898, 597.08, 919))
('doomrnn', (181, 13490, 578.08, 315.5, 820.0, 111.11, 0.07895, 578.08, 820))
('doomrnn', (182, 13574, 607.37, 379.12, 958.5, 131.74, 0.07893, 607.37, 958))
('doomrnn', (183, 13647, 565.48, 323.87, 814.5, 103.3, 0.07889, 565.48, 814))
('doomrnn', (184, 13724, 580.54, 329.81, 868.43, 110.77, 0.07883, 580.54, 868))
('doomrnn', (185, 13799, 584.74, 375.37, 816.81, 100.82, 0.07877, 584.74, 816))
('doomrnn', (186, 13878, 579.05, 325.12, 914.25, 112.54, 0.07871, 579.05, 914))
('doomrnn', (187, 13955, 591.12, 303.18, 852.25, 124.49, 0.07866, 591.12, 852))
('doomrnn', (188, 14026, 571.05, 388.37, 771.81, 92.52, 0.07861, 571.05, 771))
('doomrnn', (189, 14108, 606.07, 348.93, 927.12, 115.64, 0.07857, 606.07, 927))
('doomrnn', (190, 14188, 579.96, 318.12, 948.62, 120.47, 0.07851, 579.96, 948))
('doomrnn', (191, 14264, 588.53, 355.75, 834.81, 93.0, 0.07846, 588.53, 834))
('doomrnn', (192, 14342, 603.69, 408.18, 872.0, 104.23, 0.07843, 603.69, 872))
('doomrnn', (193, 14417, 579.11, 385.25, 833.56, 102.71, 0.07841, 579.11, 833))
('doomrnn', (194, 14491, 577.16, 394.75, 799.75, 101.45, 0.07838, 577.16, 799))
('doomrnn', (195, 14565, 613.24, 361.56, 803.43, 94.54, 0.07836, 613.24, 803))
('doomrnn', (196, 14644, 582.69, 368.43, 905.5, 119.39, 0.07834, 582.69, 905))
('doomrnn', (197, 14721, 583.69, 388.18, 878.31, 101.14, 0.07832, 583.69, 878))
('doomrnn', (198, 14798, 597.86, 384.43, 840.68, 110.6, 0.07829, 597.86, 840))
('doomrnn', (199, 14876, 597.16, 325.62, 859.81, 118.98, 0.07828, 597.16, 859))
('doomrnn', (200, 14953, 601.65, 403.43, 847.62, 104.6, 0.07827, 601.65, 847))
('Eval', 200, 15033, 'improvement', -1.890625, 'curr', 618.748046875, 'prev', 620.638671875, 'best', 620.638671875)
('doomrnn', (201, 15110, 591.8, 331.43, 845.62, 103.44, 0.07826, 591.8, 845))
('doomrnn', (202, 15185, 603.18, 396.37, 818.56, 93.17, 0.07826, 603.18, 818))
('doomrnn', (203, 15258, 572.01, 321.75, 794.12, 102.6, 0.07827, 572.01, 794))
('doomrnn', (204, 15333, 572.91, 399.62, 845.56, 98.3, 0.07827, 572.91, 845))
('doomrnn', (205, 15415, 601.1, 324.06, 915.43, 121.99, 0.07827, 601.1, 915))
('doomrnn', (206, 15488, 579.45, 415.43, 799.81, 95.16, 0.07825, 579.45, 799))
('doomrnn', (207, 15569, 597.79, 391.5, 914.68, 116.42, 0.07824, 597.79, 914))
('doomrnn', (208, 15647, 567.74, 370.68, 894.81, 110.54, 0.07823, 567.74, 894))
('doomrnn', (209, 15722, 589.03, 427.0, 824.0, 98.5, 0.07821, 589.03, 824))
('doomrnn', (210, 15800, 569.51, 335.0, 912.37, 102.09, 0.0782, 569.51, 912))
('doomrnn', (211, 15877, 584.13, 381.18, 887.37, 103.2, 0.07819, 584.13, 887))
('doomrnn', (212, 15958, 575.01, 356.56, 981.81, 118.4, 0.07819, 575.01, 981))
('doomrnn', (213, 16034, 603.12, 375.5, 816.25, 89.63, 0.07817, 603.12, 816))
('doomrnn', (214, 16113, 588.83, 431.87, 928.75, 96.44, 0.07816, 588.83, 928))
('doomrnn', (215, 16194, 607.81, 393.37, 911.62, 115.37, 0.07816, 607.81, 911))
('doomrnn', (216, 16274, 594.85, 409.31, 910.93, 104.12, 0.07816, 594.85, 910))
('doomrnn', (217, 16348, 600.97, 419.43, 804.12, 83.06, 0.07816, 600.97, 804))
('doomrnn', (218, 16425, 569.64, 388.62, 881.31, 102.23, 0.07815, 569.64, 881))
('doomrnn', (219, 16505, 582.76, 418.18, 920.12, 108.95, 0.07813, 582.76, 920))
('doomrnn', (220, 16586, 609.27, 371.62, 916.87, 116.79, 0.0781, 609.27, 916))
('doomrnn', (221, 16665, 586.15, 356.12, 862.0, 108.44, 0.07807, 586.15, 862))
('doomrnn', (222, 16742, 602.44, 389.25, 865.25, 97.82, 0.07805, 602.44, 865))
('doomrnn', (223, 16819, 598.63, 313.75, 857.81, 101.59, 0.078, 598.63, 857))
('doomrnn', (224, 16894, 584.7, 393.93, 832.06, 106.88, 0.07796, 584.7, 832))
('doomrnn', (225, 16973, 582.04, 399.93, 911.0, 109.62, 0.07791, 582.04, 911))
('Eval', 225, 17049, 'improvement', -24.0234375, 'curr', 596.615234375, 'prev', 620.638671875, 'best', 620.638671875)
('doomrnn', (226, 17126, 575.86, 368.25, 884.12, 106.59, 0.07787, 575.86, 884))
('doomrnn', (227, 17203, 606.48, 397.37, 825.87, 111.68, 0.07784, 606.48, 825))
('doomrnn', (228, 17280, 585.49, 371.31, 869.68, 107.37, 0.07782, 585.49, 869))
('doomrnn', (229, 17363, 610.69, 335.06, 984.31, 111.2, 0.0778, 610.69, 984))
('doomrnn', (230, 17446, 598.4, 394.18, 974.06, 119.52, 0.07777, 598.4, 974))
('doomrnn', (231, 17522, 621.88, 438.75, 810.56, 90.11, 0.07774, 621.88, 810))
('doomrnn', (232, 17599, 594.88, 357.25, 872.31, 104.13, 0.07771, 594.88, 872))
('doomrnn', (233, 17678, 600.35, 360.0, 888.68, 117.38, 0.07769, 600.35, 888))
('doomrnn', (234, 17757, 599.24, 377.18, 871.62, 105.87, 0.07765, 599.24, 871))
('doomrnn', (235, 17843, 583.59, 360.18, 1080.93, 113.57, 0.0776, 583.59, 1080))
('doomrnn', (236, 17922, 608.81, 373.31, 897.62, 109.37, 0.07756, 608.81, 897))
('doomrnn', (237, 17997, 619.7, 382.18, 801.31, 81.87, 0.07753, 619.7, 801))
('doomrnn', (238, 18076, 606.21, 375.62, 894.25, 100.8, 0.0775, 606.21, 894))
('doomrnn', (239, 18150, 579.24, 337.93, 817.93, 92.61, 0.07748, 579.24, 817))
('doomrnn', (240, 18227, 602.88, 395.12, 857.12, 108.32, 0.07746, 602.88, 857))
('doomrnn', (241, 18308, 616.78, 341.37, 901.75, 109.19, 0.07744, 616.78, 901))
('doomrnn', (242, 18380, 570.43, 372.31, 783.12, 103.08, 0.07742, 570.43, 783))
('doomrnn', (243, 18459, 608.8, 298.43, 874.81, 108.38, 0.07739, 608.8, 874))
('doomrnn', (244, 18541, 600.88, 390.5, 931.75, 121.27, 0.07737, 600.88, 931))
('doomrnn', (245, 18628, 628.65, 415.25, 975.75, 125.02, 0.07734, 628.65, 975))
('doomrnn', (246, 18706, 595.78, 415.62, 876.68, 107.73, 0.07731, 595.78, 876))
('doomrnn', (247, 18780, 584.44, 354.87, 827.37, 98.82, 0.07728, 584.44, 827))
('doomrnn', (248, 18858, 605.24, 369.5, 849.0, 104.81, 0.07726, 605.24, 849))
('doomrnn', (249, 18937, 599.08, 389.75, 887.75, 113.74, 0.07723, 599.08, 887))
('doomrnn', (250, 19022, 594.5, 387.56, 1030.62, 111.72, 0.07721, 594.5, 1030))
('Eval', 250, 19104, 'improvement', 18.2158203125, 'curr', 638.8544921875, 'prev', 620.638671875, 'best', 638.8544921875)
('doomrnn', (251, 19178, 597.38, 364.12, 800.06, 94.28, 0.07718, 597.38, 800))
('doomrnn', (252, 19261, 628.65, 417.87, 926.87, 111.01, 0.07716, 628.65, 926))
('doomrnn', (253, 19339, 610.03, 442.37, 842.68, 95.59, 0.07713, 610.03, 842))
('doomrnn', (254, 19425, 612.38, 409.0, 1010.31, 125.3, 0.0771, 612.38, 1010))
('doomrnn', (255, 19503, 608.81, 422.31, 841.56, 110.06, 0.07707, 608.81, 841))
('doomrnn', (256, 19580, 578.88, 326.62, 872.0, 100.42, 0.07704, 578.88, 872))
('doomrnn', (257, 19663, 591.91, 409.62, 942.18, 112.05, 0.07702, 591.91, 942))
('doomrnn', (258, 19741, 616.52, 372.93, 867.0, 104.74, 0.07701, 616.52, 867))
('doomrnn', (259, 19816, 587.35, 416.0, 812.06, 103.09, 0.07699, 587.35, 812))
('doomrnn', (260, 19902, 599.72, 393.5, 1028.87, 130.32, 0.07698, 599.72, 1028))
('doomrnn', (261, 19981, 619.14, 351.87, 860.43, 89.11, 0.07697, 619.14, 860))
('doomrnn', (262, 20058, 596.96, 400.18, 862.12, 109.56, 0.07696, 596.96, 862))
('doomrnn', (263, 20133, 595.35, 344.68, 803.62, 107.51, 0.07694, 595.35, 803))
('doomrnn', (264, 20211, 582.56, 320.5, 879.37, 122.09, 0.07692, 582.56, 879))
('doomrnn', (265, 20293, 612.6, 416.68, 923.68, 108.71, 0.07688, 612.6, 923))
('doomrnn', (266, 20370, 618.2, 350.12, 810.68, 106.97, 0.07685, 618.2, 810))
('doomrnn', (267, 20450, 594.84, 354.0, 928.75, 110.96, 0.07681, 594.84, 928))
('doomrnn', (268, 20524, 580.0, 301.0, 835.12, 98.45, 0.07678, 580.0, 835))
('doomrnn', (269, 20605, 623.4, 436.68, 885.06, 94.27, 0.07675, 623.4, 885))
('doomrnn', (270, 20683, 602.57, 381.18, 880.81, 99.46, 0.07672, 602.57, 880))
('doomrnn', (271, 20757, 592.79, 359.25, 788.93, 86.05, 0.07668, 592.79, 788))
('doomrnn', (272, 20836, 590.55, 305.37, 904.12, 120.62, 0.07666, 590.55, 904))
('doomrnn', (273, 20917, 617.62, 271.25, 890.31, 117.87, 0.07663, 617.62, 890))
('doomrnn', (274, 20995, 612.06, 311.68, 842.37, 108.63, 0.07661, 612.06, 842))
('doomrnn', (275, 21076, 617.38, 400.0, 909.0, 124.21, 0.0766, 617.38, 909))
('Eval', 275, 21166, 'improvement', -12.193359375, 'curr', 626.6611328125, 'prev', 638.8544921875, 'best', 638.8544921875)
('doomrnn', (276, 21239, 583.0, 349.31, 816.43, 89.23, 0.07659, 583.0, 816))
('doomrnn', (277, 21322, 596.47, 308.0, 984.75, 123.87, 0.07657, 596.47, 984))
('doomrnn', (278, 21400, 586.13, 349.18, 846.43, 118.3, 0.07655, 586.13, 846))
('doomrnn', (279, 21475, 595.94, 350.43, 828.93, 106.34, 0.07652, 595.94, 828))
('doomrnn', (280, 21553, 588.97, 316.06, 911.68, 116.91, 0.07649, 588.97, 911))
('doomrnn', (281, 21630, 585.03, 376.43, 859.18, 108.56, 0.07647, 585.03, 859))
('doomrnn', (282, 21704, 596.52, 375.31, 773.12, 103.98, 0.07644, 596.52, 773))
('doomrnn', (283, 21782, 588.01, 384.37, 896.87, 109.07, 0.07641, 588.01, 896))
('doomrnn', (284, 21862, 607.86, 370.75, 890.5, 110.69, 0.07637, 607.86, 890))
('doomrnn', (285, 21937, 590.69, 311.87, 807.56, 97.48, 0.07634, 590.69, 807))
('doomrnn', (286, 22009, 581.53, 354.62, 775.43, 100.73, 0.0763, 581.53, 775))
('doomrnn', (287, 22089, 595.88, 350.18, 900.43, 119.36, 0.07626, 595.88, 900))
('doomrnn', (288, 22180, 653.11, 361.25, 1089.81, 138.94, 0.07621, 653.11, 1089))
('doomrnn', (289, 22259, 618.83, 417.56, 847.31, 105.06, 0.07617, 618.83, 847))
('doomrnn', (290, 22335, 602.07, 413.0, 835.43, 96.89, 0.07613, 602.07, 835))
('doomrnn', (291, 22419, 617.26, 259.0, 968.62, 130.06, 0.07608, 617.26, 968))
('doomrnn', (292, 22497, 602.84, 346.43, 854.56, 107.06, 0.07603, 602.84, 854))
('doomrnn', (293, 22579, 599.38, 388.31, 955.0, 108.75, 0.07598, 599.38, 955))
('doomrnn', (294, 22660, 598.33, 279.43, 931.18, 119.32, 0.07594, 598.33, 931))
('doomrnn', (295, 22738, 597.94, 313.37, 858.18, 109.51, 0.07589, 597.94, 858))
('doomrnn', (296, 22818, 602.73, 420.75, 944.25, 106.01, 0.07585, 602.73, 944))
('doomrnn', (297, 22902, 631.39, 402.68, 919.56, 115.83, 0.07581, 631.39, 919))
('doomrnn', (298, 22984, 610.69, 390.81, 915.0, 114.12, 0.07577, 610.69, 915))
('doomrnn', (299, 23063, 601.77, 396.06, 899.5, 109.35, 0.07575, 601.77, 899))
('doomrnn', (300, 23137, 609.59, 443.56, 791.18, 80.92, 0.07572, 609.59, 791))
('Eval', 300, 23219, 'improvement', 7.28125, 'curr', 646.1357421875, 'prev', 638.8544921875, 'best', 646.1357421875)
('doomrnn', (301, 23302, 618.6, 387.31, 936.43, 114.89, 0.07569, 618.6, 936))
('doomrnn', (302, 23376, 589.13, 391.56, 818.87, 98.32, 0.07566, 589.13, 818))
('doomrnn', (303, 23458, 616.79, 379.87, 921.25, 132.45, 0.07564, 616.79, 921))
('doomrnn', (304, 23540, 603.85, 344.5, 964.5, 122.37, 0.07563, 603.85, 964))
('doomrnn', (305, 23612, 562.62, 357.25, 791.5, 91.54, 0.07561, 562.62, 791))
('doomrnn', (306, 23692, 615.4, 373.18, 904.0, 103.61, 0.07559, 615.4, 904))
('doomrnn', (307, 23771, 604.09, 372.81, 906.75, 97.41, 0.07557, 604.09, 906))
('doomrnn', (308, 23847, 606.03, 419.75, 828.37, 85.03, 0.07554, 606.03, 828))
('doomrnn', (309, 23922, 580.54, 309.93, 813.12, 115.04, 0.0755, 580.54, 813))
('doomrnn', (310, 23998, 597.13, 386.5, 845.93, 107.29, 0.07547, 597.13, 845))
('doomrnn', (311, 24079, 610.86, 394.62, 902.18, 112.86, 0.07543, 610.86, 902))
('doomrnn', (312, 24157, 614.32, 412.25, 855.68, 106.02, 0.0754, 614.32, 855))
('doomrnn', (313, 24240, 605.83, 391.12, 932.56, 109.92, 0.07536, 605.83, 932))
('doomrnn', (314, 24322, 622.74, 417.12, 944.37, 99.17, 0.07533, 622.74, 944))
('doomrnn', (315, 24406, 606.18, 412.68, 1020.12, 118.77, 0.0753, 606.18, 1020))
('doomrnn', (316, 24481, 622.19, 387.43, 784.31, 91.22, 0.07526, 622.19, 784))
('doomrnn', (317, 24563, 612.15, 409.87, 926.37, 105.21, 0.07523, 612.15, 926))
('doomrnn', (318, 24643, 596.62, 362.31, 912.06, 113.18, 0.0752, 596.62, 912))
('doomrnn', (319, 24720, 594.71, 332.37, 862.56, 118.16, 0.07517, 594.71, 862))
('doomrnn', (320, 24806, 614.53, 393.06, 995.93, 130.49, 0.07515, 614.53, 995))
('doomrnn', (321, 24884, 631.24, 394.0, 832.06, 93.69, 0.07511, 631.24, 832))
('doomrnn', (322, 24971, 615.1, 394.87, 1044.31, 116.55, 0.07508, 615.1, 1044))
('doomrnn', (323, 25051, 606.45, 379.18, 896.87, 104.54, 0.07502, 606.45, 896))
('doomrnn', (324, 25126, 604.25, 351.18, 807.75, 97.61, 0.07497, 604.25, 807))
('doomrnn', (325, 25208, 626.59, 402.31, 882.93, 107.82, 0.07492, 626.59, 882))
('Eval', 325, 25286, 'improvement', -19.8994140625, 'curr', 626.236328125, 'prev', 646.1357421875, 'best', 646.1357421875)
('doomrnn', (326, 25366, 616.61, 383.31, 865.43, 104.63, 0.07486, 616.61, 865))
('doomrnn', (327, 25441, 624.2, 382.31, 792.18, 103.92, 0.07481, 624.2, 792))
('doomrnn', (328, 25521, 606.65, 415.31, 909.43, 106.48, 0.07476, 606.65, 909))
('doomrnn', (329, 25601, 612.58, 407.62, 896.68, 103.04, 0.0747, 612.58, 896))
('doomrnn', (330, 25683, 608.57, 392.0, 955.62, 123.79, 0.07465, 608.57, 955))
('doomrnn', (331, 25761, 604.77, 341.62, 864.0, 109.62, 0.0746, 604.77, 864))
('doomrnn', (332, 25840, 597.14, 322.68, 902.12, 116.62, 0.07455, 597.14, 902))
('doomrnn', (333, 25928, 598.53, 387.68, 1075.87, 121.18, 0.07451, 598.53, 1075))
('doomrnn', (334, 26006, 609.44, 445.0, 860.37, 91.5, 0.07446, 609.44, 860))
('doomrnn', (335, 26093, 610.5, 387.31, 1031.37, 130.53, 0.07442, 610.5, 1031))
('doomrnn', (336, 26172, 628.55, 404.68, 850.0, 116.3, 0.07438, 628.55, 850))
('doomrnn', (337, 26252, 606.13, 392.37, 890.93, 105.4, 0.07435, 606.13, 890))
('doomrnn', (338, 26334, 606.51, 394.56, 945.68, 112.86, 0.07432, 606.51, 945))
('doomrnn', (339, 26417, 590.82, 375.62, 985.56, 120.76, 0.07428, 590.82, 985))
('doomrnn', (340, 26498, 619.24, 427.31, 898.81, 113.57, 0.07424, 619.24, 898))
('doomrnn', (341, 26583, 630.88, 382.0, 961.25, 112.2, 0.07422, 630.88, 961))
('doomrnn', (342, 26663, 631.62, 388.12, 868.0, 113.22, 0.07419, 631.62, 868))
('doomrnn', (343, 26742, 607.88, 432.43, 882.31, 106.59, 0.07416, 607.88, 882))
('doomrnn', (344, 26820, 606.36, 393.93, 879.75, 101.47, 0.07413, 606.36, 879))
('doomrnn', (345, 26905, 627.06, 412.93, 952.56, 116.81, 0.0741, 627.06, 952))
('doomrnn', (346, 26980, 589.34, 412.43, 830.37, 91.82, 0.07408, 589.34, 830))
('doomrnn', (347, 27060, 603.56, 424.75, 920.06, 114.03, 0.07406, 603.56, 920))
('doomrnn', (348, 27143, 617.58, 384.93, 968.37, 106.64, 0.07406, 617.58, 968))
('doomrnn', (349, 27222, 595.82, 340.68, 889.0, 103.72, 0.07406, 595.82, 889))
('doomrnn', (350, 27307, 605.17, 347.5, 1020.75, 122.9, 0.07407, 605.17, 1020))
('Eval', 350, 27382, 'improvement', -32.875, 'curr', 613.2607421875, 'prev', 646.1357421875, 'best', 646.1357421875)
('doomrnn', (351, 27456, 597.01, 361.5, 795.31, 98.66, 0.07408, 597.01, 795))
('doomrnn', (352, 27537, 613.26, 383.5, 906.5, 104.76, 0.0741, 613.26, 906))
('doomrnn', (353, 27620, 639.7, 334.31, 891.75, 116.42, 0.07413, 639.7, 891))
('doomrnn', (354, 27705, 620.88, 452.0, 1022.56, 110.38, 0.07416, 620.88, 1022))
('doomrnn', (355, 27791, 633.17, 408.87, 960.81, 121.21, 0.07418, 633.17, 960))
('doomrnn', (356, 27872, 615.58, 341.62, 930.0, 110.45, 0.07421, 615.58, 930))
('doomrnn', (357, 27948, 594.92, 360.68, 822.12, 93.44, 0.07424, 594.92, 822))
('doomrnn', (358, 28028, 595.67, 399.81, 928.75, 104.47, 0.07427, 595.67, 928))
('doomrnn', (359, 28103, 596.59, 281.06, 825.93, 105.13, 0.07428, 596.59, 825))
('doomrnn', (360, 28182, 617.79, 413.25, 848.0, 97.51, 0.0743, 617.79, 848))
('doomrnn', (361, 28260, 598.25, 403.62, 875.87, 93.24, 0.07433, 598.25, 875))
('doomrnn', (362, 28336, 619.16, 381.62, 830.43, 101.74, 0.07436, 619.16, 830))
('doomrnn', (363, 28417, 604.35, 366.93, 909.93, 113.09, 0.07439, 604.35, 909))
('doomrnn', (364, 28495, 606.1, 332.5, 863.12, 116.77, 0.07443, 606.1, 863))
('doomrnn', (365, 28576, 602.58, 393.5, 894.06, 124.15, 0.07447, 602.58, 894))
('doomrnn', (366, 28658, 616.79, 399.31, 938.12, 115.69, 0.0745, 616.79, 938))
('doomrnn', (367, 28737, 618.2, 440.68, 907.12, 89.64, 0.07452, 618.2, 907))
('doomrnn', (368, 28822, 610.69, 368.06, 1008.12, 116.47, 0.07455, 610.69, 1008))
('doomrnn', (369, 28899, 597.71, 409.93, 837.75, 100.79, 0.07458, 597.71, 837))
('doomrnn', (370, 28979, 596.92, 401.93, 916.37, 113.99, 0.07461, 596.92, 916))
('doomrnn', (371, 29057, 611.65, 453.18, 873.25, 86.33, 0.07464, 611.65, 873))
('doomrnn', (372, 29134, 611.93, 317.12, 845.81, 99.48, 0.07468, 611.93, 845))
('doomrnn', (373, 29214, 631.65, 397.12, 855.93, 109.85, 0.0747, 631.65, 855))
('doomrnn', (374, 29291, 613.59, 365.06, 834.56, 109.0, 0.07471, 613.59, 834))
('doomrnn', (375, 29368, 606.43, 375.56, 843.43, 97.6, 0.07472, 606.43, 843))
('Eval', 375, 29452, 'improvement', 3.33203125, 'curr', 649.4677734375, 'prev', 646.1357421875, 'best', 649.4677734375)
('doomrnn', (376, 29529, 604.51, 363.31, 853.68, 105.1, 0.07471, 604.51, 853))
('doomrnn', (377, 29613, 608.04, 391.68, 985.25, 109.77, 0.0747, 608.04, 985))
('doomrnn', (378, 29698, 650.55, 435.93, 930.68, 121.94, 0.07468, 650.55, 930))
('doomrnn', (379, 29776, 608.4, 403.56, 867.06, 92.01, 0.07467, 608.4, 867))
('doomrnn', (380, 29855, 601.45, 403.43, 894.18, 96.58, 0.07465, 601.45, 894))
('doomrnn', (381, 29940, 644.68, 422.37, 954.62, 117.76, 0.07463, 644.68, 954))
('doomrnn', (382, 30022, 635.4, 424.5, 926.18, 104.58, 0.0746, 635.4, 926))
('doomrnn', (383, 30101, 613.44, 358.37, 862.43, 117.59, 0.07456, 613.44, 862))
('doomrnn', (384, 30180, 614.72, 425.75, 891.0, 95.74, 0.07454, 614.72, 891))
('doomrnn', (385, 30260, 621.08, 401.25, 872.12, 107.31, 0.0745, 621.08, 872))
('doomrnn', (386, 30338, 619.93, 414.12, 846.43, 92.96, 0.07446, 619.93, 846))
('doomrnn', (387, 30420, 640.84, 468.06, 910.0, 96.84, 0.07442, 640.84, 910))
('doomrnn', (388, 30504, 611.48, 367.81, 988.62, 132.2, 0.0744, 611.48, 988))
('doomrnn', (389, 30586, 624.29, 431.93, 939.37, 98.03, 0.07436, 624.29, 939))
('doomrnn', (390, 30669, 634.54, 438.06, 943.0, 118.64, 0.07433, 634.54, 943))
('doomrnn', (391, 30749, 630.28, 388.56, 873.06, 111.41, 0.07429, 630.28, 873))
('doomrnn', (392, 30833, 644.74, 400.75, 929.68, 120.25, 0.07423, 644.74, 929))
('doomrnn', (393, 30917, 603.29, 400.43, 1002.37, 111.3, 0.07418, 603.29, 1002))
('doomrnn', (394, 31003, 649.98, 429.37, 981.87, 117.49, 0.07412, 649.98, 981))
('doomrnn', (395, 31083, 619.7, 358.43, 882.81, 122.72, 0.07408, 619.7, 882))
('doomrnn', (396, 31162, 619.06, 411.56, 865.43, 101.08, 0.07405, 619.06, 865))
('doomrnn', (397, 31244, 628.42, 386.12, 925.18, 126.34, 0.07402, 628.42, 925))
('doomrnn', (398, 31325, 661.87, 497.37, 862.18, 91.0, 0.074, 661.87, 862))
('doomrnn', (399, 31408, 626.18, 379.68, 921.18, 119.95, 0.07399, 626.18, 921))
('doomrnn', (400, 31486, 622.47, 355.12, 858.93, 112.28, 0.07398, 622.47, 858))
('Eval', 400, 31571, 'improvement', 3.8154296875, 'curr', 653.283203125, 'prev', 649.4677734375, 'best', 653.283203125)
('doomrnn', (401, 31653, 636.26, 452.62, 887.56, 103.83, 0.07396, 636.26, 887))
('doomrnn', (402, 31735, 629.51, 459.37, 964.06, 96.11, 0.07395, 629.51, 964))
('doomrnn', (403, 31819, 644.69, 479.75, 969.56, 96.45, 0.07393, 644.69, 969))
('doomrnn', (404, 31899, 625.78, 397.25, 865.37, 107.35, 0.07392, 625.78, 865))
('doomrnn', (405, 31978, 624.25, 389.25, 836.75, 103.39, 0.0739, 624.25, 836))
('doomrnn', (406, 32059, 610.12, 411.81, 940.87, 109.52, 0.07387, 610.12, 940))
('doomrnn', (407, 32133, 601.42, 413.62, 798.37, 96.66, 0.07385, 601.42, 798))
('doomrnn', (408, 32213, 596.26, 390.81, 913.87, 100.97, 0.07382, 596.26, 913))
('doomrnn', (409, 32295, 624.18, 426.56, 913.12, 110.67, 0.07379, 624.18, 913))
('doomrnn', (410, 32371, 583.0, 349.06, 842.43, 102.3, 0.07376, 583.0, 842))
('doomrnn', (411, 32459, 618.83, 341.06, 1050.25, 133.96, 0.07372, 618.83, 1050))
('doomrnn', (412, 32539, 630.39, 367.87, 886.06, 106.81, 0.07369, 630.39, 886))
('doomrnn', (413, 32622, 644.58, 430.12, 911.0, 121.85, 0.07366, 644.58, 911))
('doomrnn', (414, 32707, 640.7, 374.43, 943.25, 132.76, 0.07363, 640.7, 943))
('doomrnn', (415, 32787, 633.95, 394.37, 872.0, 104.93, 0.07361, 633.95, 872))
('doomrnn', (416, 32869, 620.89, 388.75, 930.68, 117.51, 0.0736, 620.89, 930))
('doomrnn', (417, 32955, 635.09, 318.43, 969.5, 139.79, 0.07358, 635.09, 969))
('doomrnn', (418, 33042, 661.32, 391.18, 959.5, 123.58, 0.07359, 661.32, 959))
('doomrnn', (419, 33126, 617.87, 442.81, 999.93, 107.54, 0.07359, 617.87, 999))
('doomrnn', (420, 33211, 638.13, 390.81, 971.56, 129.6, 0.07358, 638.13, 971))
('doomrnn', (421, 33294, 624.65, 357.31, 920.12, 107.02, 0.07358, 624.65, 920))
('doomrnn', (422, 33373, 612.65, 375.43, 895.06, 103.39, 0.07357, 612.65, 895))
('doomrnn', (423, 33451, 632.28, 382.25, 833.75, 96.91, 0.07355, 632.28, 833))
('doomrnn', (424, 33528, 615.04, 335.0, 851.75, 105.63, 0.07354, 615.04, 851))
('doomrnn', (425, 33611, 639.97, 426.0, 918.37, 119.23, 0.07354, 639.97, 918))
('Eval', 425, 33697, 'improvement', 21.7431640625, 'curr', 675.0263671875, 'prev', 653.283203125, 'best', 675.0263671875)
('doomrnn', (426, 33775, 623.96, 429.62, 862.87, 96.3, 0.07353, 623.96, 862))
('doomrnn', (427, 33856, 634.92, 469.68, 901.81, 94.34, 0.07353, 634.92, 901))
('doomrnn', (428, 33934, 612.3, 388.81, 846.81, 97.43, 0.07352, 612.3, 846))
('doomrnn', (429, 34015, 632.27, 382.0, 873.31, 117.17, 0.07352, 632.27, 873))
('doomrnn', (430, 34096, 613.43, 397.37, 931.56, 109.61, 0.07352, 613.43, 931))
('doomrnn', (431, 34188, 646.51, 384.12, 1099.56, 128.82, 0.07353, 646.51, 1099))
('doomrnn', (432, 34273, 634.55, 427.93, 969.5, 107.68, 0.07354, 634.55, 969))
('doomrnn', (433, 34356, 638.58, 360.25, 909.93, 113.42, 0.07355, 638.58, 909))
('doomrnn', (434, 34439, 625.48, 411.25, 950.68, 112.73, 0.07355, 625.48, 950))
('doomrnn', (435, 34516, 607.92, 399.87, 823.43, 108.21, 0.07355, 607.92, 823))
('doomrnn', (436, 34602, 633.56, 359.0, 991.25, 115.76, 0.07355, 633.56, 991))
('doomrnn', (437, 34686, 636.12, 413.87, 943.18, 115.41, 0.07355, 636.12, 943))
('doomrnn', (438, 34766, 634.38, 375.37, 891.5, 101.21, 0.07354, 634.38, 891))
('doomrnn', (439, 34845, 606.66, 370.62, 865.0, 118.1, 0.07353, 606.66, 865))
('doomrnn', (440, 34929, 637.93, 421.0, 978.06, 110.85, 0.07351, 637.93, 978))
('doomrnn', (441, 35007, 613.42, 410.93, 836.56, 96.95, 0.0735, 613.42, 836))
('doomrnn', (442, 35087, 625.01, 447.87, 864.31, 108.96, 0.0735, 625.01, 864))
('doomrnn', (443, 35166, 615.71, 438.31, 864.56, 99.47, 0.07349, 615.71, 864))
('doomrnn', (444, 35245, 614.93, 417.75, 877.25, 110.61, 0.07348, 614.93, 877))
('doomrnn', (445, 35327, 628.0, 366.5, 895.43, 109.38, 0.07347, 628.0, 895))
('doomrnn', (446, 35406, 621.85, 409.37, 850.0, 94.26, 0.07346, 621.85, 850))
('doomrnn', (447, 35491, 629.25, 328.0, 971.25, 117.81, 0.07346, 629.25, 971))
('doomrnn', (448, 35570, 643.74, 439.56, 857.37, 100.82, 0.07346, 643.74, 857))
('doomrnn', (449, 35650, 606.7, 412.62, 904.12, 107.9, 0.07347, 606.7, 904))
('doomrnn', (450, 35722, 596.72, 337.06, 785.43, 89.77, 0.07346, 596.72, 785))
('Eval', 450, 35807, 'improvement', -13.1943359375, 'curr', 661.83203125, 'prev', 675.0263671875, 'best', 675.0263671875)
('doomrnn', (451, 35889, 631.48, 301.31, 902.37, 117.47, 0.07345, 631.48, 902))
('doomrnn', (452, 35973, 633.28, 297.31, 979.06, 123.58, 0.07343, 633.28, 979))
('doomrnn', (453, 36059, 631.78, 371.0, 988.93, 119.34, 0.07342, 631.78, 988))
('doomrnn', (454, 36137, 613.38, 377.62, 851.87, 104.87, 0.0734, 613.38, 851))
('doomrnn', (455, 36219, 617.33, 418.06, 931.87, 109.94, 0.07339, 617.33, 931))
('doomrnn', (456, 36301, 637.96, 428.18, 914.56, 108.55, 0.07337, 637.96, 914))
('doomrnn', (457, 36378, 617.39, 349.75, 816.37, 108.71, 0.07335, 617.39, 816))
('doomrnn', (458, 36460, 641.79, 441.68, 903.75, 108.65, 0.07333, 641.79, 903))
('doomrnn', (459, 36539, 610.76, 400.25, 871.06, 104.88, 0.07331, 610.76, 871))
('doomrnn', (460, 36626, 616.72, 407.37, 1058.75, 122.18, 0.07328, 616.72, 1058))
('doomrnn', (461, 36709, 606.27, 431.31, 941.06, 111.75, 0.07325, 606.27, 941))
('doomrnn', (462, 36788, 612.59, 373.87, 901.68, 101.7, 0.07321, 612.59, 901))
('doomrnn', (463, 36876, 645.33, 368.31, 1035.93, 118.87, 0.07318, 645.33, 1035))
('doomrnn', (464, 36960, 616.67, 434.62, 985.43, 105.23, 0.07314, 616.67, 985))
('doomrnn', (465, 37037, 636.48, 433.87, 822.18, 83.15, 0.07309, 636.48, 822))
('doomrnn', (466, 37116, 599.07, 366.62, 898.25, 113.54, 0.07305, 599.07, 898))
('doomrnn', (467, 37199, 654.74, 356.37, 914.43, 102.63, 0.073, 654.74, 914))
('doomrnn', (468, 37277, 615.1, 402.5, 848.06, 115.41, 0.07295, 615.1, 848))
('doomrnn', (469, 37362, 630.18, 365.06, 987.18, 116.7, 0.07291, 630.18, 987))
('doomrnn', (470, 37439, 616.44, 377.93, 825.37, 102.61, 0.07286, 616.44, 825))
('doomrnn', (471, 37515, 630.16, 420.68, 817.0, 81.98, 0.07281, 630.16, 817))
('doomrnn', (472, 37596, 635.58, 352.06, 897.87, 112.89, 0.07277, 635.58, 897))
('doomrnn', (473, 37678, 639.79, 441.18, 888.31, 109.99, 0.07272, 639.79, 888))
('doomrnn', (474, 37764, 647.62, 465.68, 974.62, 113.21, 0.07269, 647.62, 974))
('doomrnn', (475, 37848, 606.54, 406.68, 1000.75, 118.25, 0.07264, 606.54, 1000))
('Eval', 475, 37929, 'improvement', -47.4091796875, 'curr', 627.6171875, 'prev', 675.0263671875, 'best', 675.0263671875)
('doomrnn', (476, 38005, 623.63, 388.43, 837.81, 97.64, 0.07261, 623.63, 837))
('doomrnn', (477, 38087, 621.26, 397.5, 912.25, 109.06, 0.07257, 621.26, 912))
('doomrnn', (478, 38167, 614.54, 379.87, 910.93, 118.74, 0.07255, 614.54, 910))
('doomrnn', (479, 38251, 634.81, 399.81, 935.62, 121.42, 0.07253, 634.81, 935))
('doomrnn', (480, 38330, 615.79, 315.68, 888.43, 103.66, 0.07251, 615.79, 888))
('doomrnn', (481, 38412, 623.55, 439.31, 938.75, 101.96, 0.07249, 623.55, 938))
('doomrnn', (482, 38489, 612.78, 449.5, 859.12, 79.44, 0.07247, 612.78, 859))
('doomrnn', (483, 38568, 626.3, 414.87, 863.81, 100.75, 0.07244, 626.3, 863))
('doomrnn', (484, 38653, 651.08, 413.0, 945.06, 128.36, 0.07241, 651.08, 945))
('doomrnn', (485, 38737, 628.96, 390.68, 931.62, 110.31, 0.07239, 628.96, 931))
('doomrnn', (486, 38818, 631.03, 393.93, 882.43, 113.04, 0.07237, 631.03, 882))
('doomrnn', (487, 38907, 644.39, 412.68, 1023.56, 122.7, 0.07235, 644.39, 1023))
('doomrnn', (488, 38987, 637.17, 426.5, 877.68, 105.4, 0.07233, 637.17, 877))
('doomrnn', (489, 39064, 599.72, 367.56, 841.93, 105.82, 0.07231, 599.72, 841))
('doomrnn', (490, 39150, 627.42, 343.81, 1021.81, 119.63, 0.0723, 627.42, 1021))
('doomrnn', (491, 39234, 641.48, 415.56, 929.18, 120.42, 0.0723, 641.48, 929))
('doomrnn', (492, 39315, 633.11, 429.06, 886.75, 101.22, 0.07228, 633.11, 886))
('doomrnn', (493, 39398, 625.36, 395.62, 919.87, 112.51, 0.07226, 625.36, 919))
('doomrnn', (494, 39477, 611.81, 416.43, 889.68, 105.3, 0.07224, 611.81, 889))
('doomrnn', (495, 39564, 650.89, 286.62, 1002.37, 117.56, 0.07222, 650.89, 1002))
('doomrnn', (496, 39643, 585.13, 360.31, 898.43, 118.07, 0.07221, 585.13, 898))
('doomrnn', (497, 39719, 599.54, 322.25, 827.75, 89.45, 0.07219, 599.54, 827))
('doomrnn', (498, 39801, 625.57, 445.12, 897.43, 95.8, 0.07217, 625.57, 897))
('doomrnn', (499, 39884, 632.52, 386.37, 944.18, 119.82, 0.07214, 632.52, 944))
('doomrnn', (500, 39972, 644.9, 432.18, 1015.06, 115.81, 0.07211, 644.9, 1015))
('Eval', 500, 40059, 'improvement', 1.5693359375, 'curr', 676.595703125, 'prev', 675.0263671875, 'best', 676.595703125)
('doomrnn', (501, 40145, 634.54, 443.81, 958.87, 123.22, 0.07208, 634.54, 958))
('doomrnn', (502, 40221, 624.08, 405.43, 818.37, 100.9, 0.07205, 624.08, 818))
('doomrnn', (503, 40305, 630.72, 325.68, 923.68, 141.5, 0.07202, 630.72, 923))
('doomrnn', (504, 40390, 634.28, 445.5, 966.18, 119.51, 0.072, 634.28, 966))
('doomrnn', (505, 40474, 632.73, 401.56, 933.87, 118.58, 0.07198, 632.73, 933))
('doomrnn', (506, 40559, 640.25, 378.0, 964.25, 129.06, 0.07195, 640.25, 964))
('doomrnn', (507, 40639, 630.24, 373.81, 889.75, 103.02, 0.07192, 630.24, 889))
('doomrnn', (508, 40720, 628.67, 381.43, 927.25, 109.54, 0.0719, 628.67, 927))
('doomrnn', (509, 40804, 615.67, 331.75, 937.62, 124.2, 0.07189, 615.67, 937))
('doomrnn', (510, 40886, 638.86, 372.87, 903.5, 109.64, 0.07187, 638.86, 903))
('doomrnn', (511, 40964, 629.85, 355.75, 853.31, 113.65, 0.07185, 629.85, 853))
('doomrnn', (512, 41044, 626.4, 427.5, 863.18, 110.13, 0.07183, 626.4, 863))
('doomrnn', (513, 41133, 643.24, 420.18, 1063.81, 111.59, 0.07181, 643.24, 1063))
('doomrnn', (514, 41215, 631.14, 422.18, 896.31, 103.11, 0.07179, 631.14, 896))
('doomrnn', (515, 41294, 620.6, 430.5, 875.81, 108.55, 0.07175, 620.6, 875))
('doomrnn', (516, 41377, 623.97, 437.75, 918.25, 111.79, 0.07173, 623.97, 918))
('doomrnn', (517, 41461, 633.51, 367.62, 934.43, 119.79, 0.07171, 633.51, 934))
('doomrnn', (518, 41541, 616.49, 330.5, 897.93, 123.94, 0.0717, 616.49, 897))
('doomrnn', (519, 41622, 623.06, 444.18, 889.87, 115.51, 0.07168, 623.06, 889))
('doomrnn', (520, 41707, 639.38, 436.62, 959.62, 115.77, 0.07166, 639.38, 959))
('doomrnn', (521, 41786, 636.25, 395.06, 864.62, 104.79, 0.07163, 636.25, 864))
('doomrnn', (522, 41870, 644.12, 376.75, 908.0, 127.4, 0.0716, 644.12, 908))
('doomrnn', (523, 41955, 631.71, 405.93, 989.25, 123.34, 0.07156, 631.71, 989))
('doomrnn', (524, 42031, 621.45, 437.18, 805.87, 91.89, 0.07153, 621.45, 805))
('doomrnn', (525, 42105, 591.61, 386.37, 787.56, 92.47, 0.0715, 591.61, 787))
('Eval', 525, 42187, 'improvement', -15.72265625, 'curr', 660.873046875, 'prev', 676.595703125, 'best', 676.595703125)
('doomrnn', (526, 42269, 638.45, 360.87, 881.62, 123.8, 0.07148, 638.45, 881))
('doomrnn', (527, 42354, 636.1, 340.37, 964.5, 127.56, 0.07146, 636.1, 964))
('doomrnn', (528, 42440, 629.01, 417.5, 1010.93, 116.25, 0.07144, 629.01, 1010))
('doomrnn', (529, 42522, 622.01, 417.12, 909.37, 113.62, 0.07141, 622.01, 909))
('doomrnn', (530, 42607, 658.16, 439.68, 954.43, 111.49, 0.07138, 658.16, 954))
('doomrnn', (531, 42689, 629.9, 377.31, 911.68, 114.27, 0.07135, 629.9, 911))
('doomrnn', (532, 42776, 647.36, 397.06, 1013.31, 121.02, 0.07132, 647.36, 1013))
('doomrnn', (533, 42861, 644.57, 433.37, 924.12, 118.96, 0.07128, 644.57, 924))
('doomrnn', (534, 42944, 623.12, 428.25, 927.5, 115.86, 0.07123, 623.12, 927))
('doomrnn', (535, 43024, 625.09, 386.31, 879.37, 103.5, 0.07118, 625.09, 879))
('doomrnn', (536, 43113, 660.78, 436.31, 1034.68, 116.39, 0.07113, 660.78, 1034))
('doomrnn', (537, 43196, 640.64, 440.68, 917.87, 101.86, 0.07108, 640.64, 917))
('doomrnn', (538, 43282, 622.9, 403.68, 1010.75, 119.45, 0.07104, 622.9, 1010))
('doomrnn', (539, 43368, 645.24, 420.68, 973.81, 117.21, 0.07101, 645.24, 973))
('doomrnn', (540, 43448, 619.8, 376.0, 886.81, 115.4, 0.07097, 619.8, 886))
('doomrnn', (541, 43533, 638.84, 421.62, 951.37, 112.38, 0.07092, 638.84, 951))
('doomrnn', (542, 43615, 628.57, 369.62, 887.37, 121.5, 0.07087, 628.57, 887))
('doomrnn', (543, 43696, 645.59, 409.0, 868.25, 114.45, 0.07082, 645.59, 868))
('doomrnn', (544, 43774, 618.14, 445.75, 857.31, 99.39, 0.07079, 618.14, 857))
('doomrnn', (545, 43858, 613.59, 417.81, 980.56, 103.94, 0.07076, 613.59, 980))
('doomrnn', (546, 43944, 632.92, 370.06, 998.12, 130.22, 0.07074, 632.92, 998))
('doomrnn', (547, 44023, 640.78, 421.62, 832.06, 99.36, 0.07073, 640.78, 832))
('doomrnn', (548, 44105, 643.72, 407.25, 907.75, 97.82, 0.07072, 643.72, 907))
('doomrnn', (549, 44190, 631.18, 395.43, 952.87, 111.9, 0.07072, 631.18, 952))
('doomrnn', (550, 44276, 625.28, 380.5, 1006.25, 122.98, 0.07073, 625.28, 1006))
('Eval', 550, 44364, 'improvement', 0.9345703125, 'curr', 677.5302734375, 'prev', 676.595703125, 'best', 677.5302734375)
('doomrnn', (551, 44443, 621.54, 346.56, 868.25, 116.64, 0.07072, 621.54, 868))
('doomrnn', (552, 44521, 630.89, 432.43, 840.75, 92.41, 0.07069, 630.89, 840))
('doomrnn', (553, 44600, 637.37, 428.75, 868.68, 94.26, 0.07065, 637.37, 868))
('doomrnn', (554, 44680, 634.93, 331.56, 864.68, 119.56, 0.07061, 634.93, 864))
('doomrnn', (555, 44766, 658.3, 329.25, 955.12, 118.96, 0.07055, 658.3, 955))
('doomrnn', (556, 44848, 625.79, 361.31, 931.06, 118.82, 0.07049, 625.79, 931))
('doomrnn', (557, 44924, 619.24, 385.93, 804.06, 86.34, 0.07044, 619.24, 804))
('doomrnn', (558, 45009, 637.85, 424.18, 960.56, 110.88, 0.07038, 637.85, 960))
('doomrnn', (559, 45083, 627.0, 423.56, 781.12, 85.71, 0.07033, 627.0, 781))
('doomrnn', (560, 45161, 634.35, 444.75, 825.75, 96.22, 0.07029, 634.35, 825))
('doomrnn', (561, 45243, 649.93, 437.06, 870.56, 105.81, 0.07025, 649.93, 870))
('doomrnn', (562, 45319, 600.59, 431.87, 828.0, 93.7, 0.07022, 600.59, 828))
('doomrnn', (563, 45401, 650.32, 433.75, 894.56, 111.57, 0.07019, 650.32, 894))
('doomrnn', (564, 45485, 633.93, 398.68, 959.06, 117.19, 0.07017, 633.93, 959))
('doomrnn', (565, 45575, 661.02, 402.06, 1011.81, 125.16, 0.07014, 661.02, 1011))
('doomrnn', (566, 45660, 635.99, 407.93, 962.31, 119.86, 0.07011, 635.99, 962))
('doomrnn', (567, 45739, 644.48, 419.5, 854.25, 108.59, 0.07009, 644.48, 854))
('doomrnn', (568, 45824, 627.2, 443.75, 989.43, 110.35, 0.07008, 627.2, 989))
('doomrnn', (569, 45911, 663.56, 432.81, 956.25, 119.17, 0.07007, 663.56, 956))
('doomrnn', (570, 45990, 644.39, 421.5, 845.12, 96.95, 0.07007, 644.39, 845))
('doomrnn', (571, 46080, 667.74, 487.5, 1043.25, 99.84, 0.07007, 667.74, 1043))
('doomrnn', (572, 46172, 659.6, 448.75, 1085.43, 138.5, 0.07006, 659.6, 1085))
('doomrnn', (573, 46254, 642.08, 393.81, 866.68, 108.33, 0.07007, 642.08, 866))
('doomrnn', (574, 46338, 654.68, 438.0, 925.43, 116.82, 0.07007, 654.68, 925))
('doomrnn', (575, 46419, 660.22, 438.56, 856.5, 95.7, 0.07007, 660.22, 856))
('Eval', 575, 46507, 'improvement', -22.955078125, 'curr', 654.5751953125, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (576, 46588, 650.14, 474.68, 869.18, 99.82, 0.07008, 650.14, 869))
('doomrnn', (577, 46667, 621.74, 405.93, 861.81, 93.77, 0.07008, 621.74, 861))
('doomrnn', (578, 46751, 629.78, 378.75, 959.37, 121.38, 0.07008, 629.78, 959))
('doomrnn', (579, 46831, 627.72, 422.75, 865.31, 101.96, 0.07008, 627.72, 865))
('doomrnn', (580, 46914, 624.92, 460.0, 937.0, 115.05, 0.07007, 624.92, 937))
('doomrnn', (581, 46999, 651.37, 393.18, 927.87, 110.39, 0.07006, 651.37, 927))
('doomrnn', (582, 47082, 647.19, 350.31, 931.37, 125.28, 0.07006, 647.19, 931))
('doomrnn', (583, 47166, 653.41, 394.75, 911.68, 121.74, 0.07006, 653.41, 911))
('doomrnn', (584, 47253, 649.18, 462.18, 1011.43, 105.07, 0.07007, 649.18, 1011))
('doomrnn', (585, 47338, 647.93, 393.43, 946.93, 116.59, 0.07007, 647.93, 946))
('doomrnn', (586, 47427, 664.8, 350.62, 1049.25, 138.59, 0.07007, 664.8, 1049))
('doomrnn', (587, 47515, 664.23, 458.18, 1009.12, 132.03, 0.0701, 664.23, 1009))
('doomrnn', (588, 47594, 612.41, 385.87, 883.12, 98.81, 0.07012, 612.41, 883))
('doomrnn', (589, 47676, 614.98, 403.62, 906.31, 109.74, 0.07014, 614.98, 906))
('doomrnn', (590, 47761, 649.44, 445.87, 965.68, 107.1, 0.07015, 649.44, 965))
('doomrnn', (591, 47847, 634.62, 407.81, 1048.12, 104.88, 0.07016, 634.62, 1048))
('doomrnn', (592, 47931, 646.33, 398.0, 962.75, 110.44, 0.07018, 646.33, 962))
('doomrnn', (593, 48018, 633.74, 440.68, 1024.18, 100.6, 0.07018, 633.74, 1024))
('doomrnn', (594, 48100, 663.03, 422.81, 905.5, 102.75, 0.07017, 663.03, 905))
('doomrnn', (595, 48186, 639.68, 377.37, 982.87, 110.45, 0.07016, 639.68, 982))
('doomrnn', (596, 48270, 632.21, 457.93, 971.75, 102.93, 0.07015, 632.21, 971))
('doomrnn', (597, 48354, 641.18, 401.56, 965.81, 101.7, 0.07015, 641.18, 965))
('doomrnn', (598, 48442, 675.31, 423.18, 952.93, 124.72, 0.07016, 675.31, 952))
('doomrnn', (599, 48526, 639.02, 368.56, 964.25, 103.06, 0.07017, 639.02, 964))
('doomrnn', (600, 48610, 636.77, 352.62, 944.62, 126.59, 0.07017, 636.77, 944))
('Eval', 600, 48693, 'improvement', -7.744140625, 'curr', 669.7861328125, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (601, 48776, 649.82, 381.5, 912.87, 114.96, 0.07016, 649.82, 912))
('doomrnn', (602, 48860, 635.65, 453.68, 931.25, 111.18, 0.07016, 635.65, 931))
('doomrnn', (603, 48940, 624.74, 393.93, 888.93, 105.62, 0.07017, 624.74, 888))
('doomrnn', (604, 49023, 643.0, 352.0, 908.5, 115.0, 0.07018, 643.0, 908))
('doomrnn', (605, 49106, 654.67, 317.25, 898.31, 108.62, 0.07018, 654.67, 898))
('doomrnn', (606, 49190, 657.83, 429.5, 908.5, 104.04, 0.07019, 657.83, 908))
('doomrnn', (607, 49274, 642.68, 403.43, 960.37, 101.44, 0.0702, 642.68, 960))
('doomrnn', (608, 49353, 616.55, 379.0, 872.12, 105.79, 0.07021, 616.55, 872))
('doomrnn', (609, 49442, 623.46, 367.25, 1080.37, 126.04, 0.07021, 623.46, 1080))
('doomrnn', (610, 49528, 642.23, 437.25, 983.81, 114.68, 0.07022, 642.23, 983))
('doomrnn', (611, 49611, 637.79, 480.0, 941.37, 98.77, 0.07022, 637.79, 941))
('doomrnn', (612, 49692, 658.12, 459.06, 898.62, 94.88, 0.07021, 658.12, 898))
('doomrnn', (613, 49777, 624.09, 331.81, 964.68, 116.92, 0.0702, 624.09, 964))
('doomrnn', (614, 49858, 645.52, 398.25, 885.87, 122.21, 0.07018, 645.52, 885))
('doomrnn', (615, 49942, 650.55, 404.12, 934.37, 119.08, 0.07017, 650.55, 934))
('doomrnn', (616, 50027, 649.37, 434.18, 950.25, 114.07, 0.07015, 649.37, 950))
('doomrnn', (617, 50107, 636.04, 398.93, 852.75, 104.89, 0.07013, 636.04, 852))
('doomrnn', (618, 50193, 654.63, 363.75, 938.0, 125.84, 0.07011, 654.63, 938))
('doomrnn', (619, 50280, 636.51, 478.5, 1037.68, 110.79, 0.07009, 636.51, 1037))
('doomrnn', (620, 50364, 655.58, 420.12, 934.93, 108.99, 0.07007, 655.58, 934))
('doomrnn', (621, 50458, 640.41, 347.06, 1110.06, 134.74, 0.07004, 640.41, 1110))
('doomrnn', (622, 50539, 617.88, 389.81, 909.81, 117.86, 0.07001, 617.88, 909))
('doomrnn', (623, 50619, 624.54, 419.06, 907.68, 102.45, 0.06998, 624.54, 907))
('doomrnn', (624, 50708, 676.59, 356.93, 1017.75, 121.05, 0.06995, 676.59, 1017))
('doomrnn', (625, 50791, 646.08, 461.12, 930.25, 103.86, 0.0699, 646.08, 930))
('Eval', 625, 50876, 'improvement', -14.0966796875, 'curr', 663.43359375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (626, 50957, 624.53, 462.56, 874.25, 116.81, 0.06986, 624.53, 874))
('doomrnn', (627, 51041, 653.51, 427.68, 945.25, 105.02, 0.06981, 653.51, 945))
('doomrnn', (628, 51126, 647.07, 339.81, 936.56, 121.29, 0.06976, 647.07, 936))
('doomrnn', (629, 51213, 649.6, 387.31, 954.25, 126.92, 0.0697, 649.6, 954))
('doomrnn', (630, 51295, 636.97, 360.0, 908.37, 124.5, 0.06964, 636.97, 908))
('doomrnn', (631, 51378, 665.15, 405.12, 923.68, 105.29, 0.0696, 665.15, 923))
('doomrnn', (632, 51466, 647.81, 422.62, 1020.87, 121.39, 0.06956, 647.81, 1020))
('doomrnn', (633, 51551, 659.92, 393.12, 919.62, 108.03, 0.06952, 659.92, 919))
('doomrnn', (634, 51637, 631.96, 428.81, 991.5, 116.96, 0.06948, 631.96, 991))
('doomrnn', (635, 51720, 628.06, 355.93, 922.5, 116.99, 0.06944, 628.06, 922))
('doomrnn', (636, 51801, 643.84, 418.0, 864.5, 116.62, 0.06939, 643.84, 864))
('doomrnn', (637, 51887, 655.29, 395.37, 966.5, 119.07, 0.06934, 655.29, 966))
('doomrnn', (638, 51969, 647.92, 375.06, 901.31, 110.7, 0.06929, 647.92, 901))
('doomrnn', (639, 52054, 665.34, 398.06, 927.31, 132.78, 0.06925, 665.34, 927))
('doomrnn', (640, 52135, 647.36, 426.06, 868.62, 115.85, 0.0692, 647.36, 868))
('doomrnn', (641, 52224, 644.68, 371.62, 1036.06, 118.63, 0.06916, 644.68, 1036))
('doomrnn', (642, 52309, 644.22, 445.75, 970.43, 122.82, 0.06912, 644.22, 970))
('doomrnn', (643, 52395, 640.39, 360.68, 975.06, 132.45, 0.06908, 640.39, 975))
('doomrnn', (644, 52477, 622.91, 361.87, 930.81, 118.14, 0.06905, 622.91, 930))
('doomrnn', (645, 52557, 631.11, 370.12, 863.43, 111.22, 0.06901, 631.11, 863))
('doomrnn', (646, 52636, 638.74, 373.18, 857.93, 101.86, 0.06897, 638.74, 857))
('doomrnn', (647, 52716, 624.43, 402.62, 894.93, 107.62, 0.06893, 624.43, 894))
('doomrnn', (648, 52809, 635.73, 404.81, 1141.43, 135.88, 0.0689, 635.73, 1141))
('doomrnn', (649, 52895, 642.69, 380.43, 981.87, 124.72, 0.06887, 642.69, 981))
('doomrnn', (650, 52978, 634.84, 423.68, 928.06, 118.05, 0.06884, 634.84, 928))
('Eval', 650, 53068, 'improvement', -5.5458984375, 'curr', 671.984375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (651, 53148, 644.5, 348.62, 876.93, 108.47, 0.06882, 644.5, 876))
('doomrnn', (652, 53229, 608.06, 336.75, 926.25, 124.42, 0.0688, 608.06, 926))
('doomrnn', (653, 53309, 624.3, 444.87, 890.5, 90.67, 0.06877, 624.3, 890))
('doomrnn', (654, 53389, 613.33, 364.81, 875.5, 112.22, 0.06875, 613.33, 875))
('doomrnn', (655, 53470, 633.6, 435.87, 900.0, 103.39, 0.06873, 633.6, 900))
('doomrnn', (656, 53553, 634.94, 397.93, 922.25, 115.88, 0.06872, 634.94, 922))
('doomrnn', (657, 53642, 650.11, 463.25, 1052.93, 102.61, 0.06869, 650.11, 1052))
('doomrnn', (658, 53729, 650.44, 411.06, 990.31, 120.83, 0.06868, 650.44, 990))
('doomrnn', (659, 53809, 620.43, 421.06, 887.62, 117.95, 0.06866, 620.43, 887))
('doomrnn', (660, 53889, 627.91, 391.81, 892.93, 111.31, 0.06865, 627.91, 892))
('doomrnn', (661, 53971, 645.43, 401.25, 860.56, 106.38, 0.06863, 645.43, 860))
('doomrnn', (662, 54063, 627.45, 299.68, 1156.81, 141.99, 0.06861, 627.45, 1156))
('doomrnn', (663, 54145, 635.64, 385.31, 903.25, 114.68, 0.0686, 635.64, 903))
('doomrnn', (664, 54230, 634.63, 431.43, 975.5, 99.92, 0.06858, 634.63, 975))
('doomrnn', (665, 54311, 647.1, 395.87, 877.75, 89.12, 0.06856, 647.1, 877))
('doomrnn', (666, 54391, 620.16, 348.93, 885.81, 113.79, 0.06855, 620.16, 885))
('doomrnn', (667, 54472, 641.09, 386.5, 877.43, 110.76, 0.06853, 641.09, 877))
('doomrnn', (668, 54555, 655.0, 417.93, 887.5, 108.77, 0.06851, 655.0, 887))
('doomrnn', (669, 54643, 668.65, 450.68, 1011.12, 114.7, 0.06848, 668.65, 1011))
('doomrnn', (670, 54726, 652.89, 431.93, 917.18, 101.09, 0.06846, 652.89, 917))
('doomrnn', (671, 54817, 627.97, 367.18, 1135.37, 125.23, 0.06843, 627.97, 1135))
('doomrnn', (672, 54900, 627.81, 384.06, 934.75, 121.84, 0.0684, 627.81, 934))
('doomrnn', (673, 54983, 646.25, 457.06, 895.43, 116.71, 0.06838, 646.25, 895))
('doomrnn', (674, 55067, 665.19, 453.18, 932.43, 105.59, 0.06834, 665.19, 932))
('doomrnn', (675, 55154, 655.42, 406.62, 986.56, 125.07, 0.06831, 655.42, 986))
('Eval', 675, 55241, 'improvement', -17.8935546875, 'curr', 659.63671875, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (676, 55326, 662.49, 427.25, 918.5, 114.32, 0.06829, 662.49, 918))
('doomrnn', (677, 55407, 649.97, 416.43, 855.12, 110.27, 0.06828, 649.97, 855))
('doomrnn', (678, 55490, 632.55, 437.43, 957.75, 111.0, 0.06826, 632.55, 957))
('doomrnn', (679, 55576, 654.31, 318.0, 954.37, 140.99, 0.06823, 654.31, 954))
('doomrnn', (680, 55656, 622.98, 428.93, 892.75, 103.43, 0.06821, 622.98, 892))
('doomrnn', (681, 55745, 644.97, 367.87, 1003.18, 123.06, 0.06819, 644.97, 1003))
('doomrnn', (682, 55831, 639.49, 401.06, 971.93, 118.52, 0.06818, 639.49, 971))
('doomrnn', (683, 55916, 654.65, 414.87, 949.5, 120.62, 0.06819, 654.65, 949))
('doomrnn', (684, 56001, 652.33, 352.56, 961.06, 118.81, 0.06819, 652.33, 961))
('doomrnn', (685, 56085, 664.14, 378.93, 924.25, 113.85, 0.06819, 664.14, 924))
('doomrnn', (686, 56166, 649.68, 410.18, 886.5, 113.7, 0.06818, 649.68, 886))
('doomrnn', (687, 56258, 661.11, 409.25, 1042.68, 119.63, 0.06816, 661.11, 1042))
('doomrnn', (688, 56340, 630.65, 380.06, 932.5, 116.49, 0.06814, 630.65, 932))
('doomrnn', (689, 56427, 654.33, 368.18, 949.93, 123.94, 0.06812, 654.33, 949))
('doomrnn', (690, 56509, 653.47, 449.31, 873.25, 102.51, 0.06809, 653.47, 873))
('doomrnn', (691, 56591, 646.1, 382.43, 881.81, 115.87, 0.06805, 646.1, 881))
('doomrnn', (692, 56678, 658.66, 401.0, 997.31, 111.41, 0.06802, 658.66, 997))
('doomrnn', (693, 56765, 637.24, 401.43, 961.43, 122.31, 0.06799, 637.24, 961))
('doomrnn', (694, 56846, 644.07, 397.25, 900.43, 115.89, 0.06796, 644.07, 900))
('doomrnn', (695, 56931, 655.74, 480.12, 950.75, 99.46, 0.06794, 655.74, 950))
('doomrnn', (696, 57012, 652.19, 450.93, 872.12, 92.51, 0.06793, 652.19, 872))
('doomrnn', (697, 57099, 656.37, 446.93, 973.31, 121.14, 0.06792, 656.37, 973))
('doomrnn', (698, 57187, 673.58, 456.87, 981.06, 115.22, 0.06792, 673.58, 981))
('doomrnn', (699, 57269, 648.15, 370.75, 920.43, 113.42, 0.06792, 648.15, 920))
('doomrnn', (700, 57362, 665.33, 427.43, 1118.18, 110.73, 0.06792, 665.33, 1118))
('Eval', 700, 57448, 'improvement', -10.15625, 'curr', 667.3740234375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (701, 57535, 651.85, 315.18, 968.37, 121.63, 0.06792, 651.85, 968))
('doomrnn', (702, 57617, 654.6, 439.87, 897.68, 102.45, 0.0679, 654.6, 897))
('doomrnn', (703, 57700, 635.82, 381.75, 921.68, 112.74, 0.06789, 635.82, 921))
('doomrnn', (704, 57785, 634.8, 384.68, 980.37, 122.08, 0.06789, 634.8, 980))
('doomrnn', (705, 57870, 659.03, 418.43, 927.75, 111.71, 0.0679, 659.03, 927))
('doomrnn', (706, 57955, 662.13, 350.43, 953.43, 97.14, 0.06789, 662.13, 953))
('doomrnn', (707, 58042, 657.35, 428.06, 957.43, 122.71, 0.06788, 657.35, 957))
('doomrnn', (708, 58132, 656.79, 446.25, 1058.25, 134.02, 0.06787, 656.79, 1058))
('doomrnn', (709, 58217, 660.23, 456.81, 942.25, 103.08, 0.06786, 660.23, 942))
('doomrnn', (710, 58302, 685.2, 385.37, 928.68, 113.58, 0.06784, 685.2, 928))
('doomrnn', (711, 58389, 661.4, 468.75, 1006.81, 115.52, 0.06783, 661.4, 1006))
('doomrnn', (712, 58474, 655.27, 432.87, 967.68, 110.6, 0.06782, 655.27, 967))
('doomrnn', (713, 58561, 653.46, 428.68, 966.43, 119.07, 0.06781, 653.46, 966))
('doomrnn', (714, 58644, 681.28, 461.93, 863.31, 101.75, 0.06779, 681.28, 863))
('doomrnn', (715, 58722, 598.78, 377.81, 876.0, 113.28, 0.06778, 598.78, 876))
('doomrnn', (716, 58813, 654.66, 445.75, 1096.56, 125.43, 0.06778, 654.66, 1096))
('doomrnn', (717, 58904, 667.01, 361.31, 1073.56, 113.78, 0.06778, 667.01, 1073))
('doomrnn', (718, 58989, 649.18, 468.31, 908.37, 121.88, 0.06778, 649.18, 908))
('doomrnn', (719, 59072, 647.7, 386.93, 943.0, 123.72, 0.06778, 647.7, 943))
('doomrnn', (720, 59155, 660.82, 464.93, 897.87, 103.32, 0.06777, 660.82, 897))
('doomrnn', (721, 59247, 632.2, 423.18, 1136.31, 133.03, 0.06776, 632.2, 1136))
('doomrnn', (722, 59329, 648.03, 437.93, 879.18, 106.62, 0.06775, 648.03, 879))
('doomrnn', (723, 59410, 648.84, 424.87, 886.43, 107.61, 0.06775, 648.84, 886))
('doomrnn', (724, 59498, 665.13, 421.12, 986.37, 126.25, 0.06777, 665.13, 986))
('doomrnn', (725, 59582, 656.09, 425.25, 918.06, 107.77, 0.06777, 656.09, 918))
('Eval', 725, 59676, 'improvement', -15.5205078125, 'curr', 662.009765625, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (726, 59764, 662.26, 449.12, 1030.25, 101.38, 0.06779, 662.26, 1030))
('doomrnn', (727, 59852, 652.33, 481.06, 1010.31, 109.4, 0.06781, 652.33, 1010))
('doomrnn', (728, 59938, 648.97, 411.25, 974.25, 118.89, 0.06784, 648.97, 974))
('doomrnn', (729, 60024, 663.23, 460.75, 972.81, 109.32, 0.06787, 663.23, 972))
('doomrnn', (730, 60111, 672.48, 307.81, 969.93, 119.11, 0.0679, 672.48, 969))
('doomrnn', (731, 60195, 655.08, 490.68, 912.5, 92.45, 0.06793, 655.08, 912))
('doomrnn', (732, 60285, 651.91, 402.5, 1016.68, 128.21, 0.06796, 651.91, 1016))
('doomrnn', (733, 60373, 672.08, 408.81, 1008.68, 123.4, 0.068, 672.08, 1008))
('doomrnn', (734, 60460, 668.05, 452.06, 999.56, 116.26, 0.06803, 668.05, 999))
('doomrnn', (735, 60543, 648.53, 452.37, 922.81, 95.77, 0.06805, 648.53, 922))
('doomrnn', (736, 60630, 663.81, 379.37, 1001.68, 135.37, 0.06808, 663.81, 1001))
('doomrnn', (737, 60718, 663.37, 397.75, 973.93, 121.21, 0.06812, 663.37, 973))
('doomrnn', (738, 60803, 665.02, 445.5, 943.93, 101.99, 0.06814, 665.02, 943))
('doomrnn', (739, 60885, 635.43, 404.93, 907.25, 118.77, 0.06818, 635.43, 907))
('doomrnn', (740, 60965, 641.72, 401.68, 865.56, 101.12, 0.06821, 641.72, 865))
('doomrnn', (741, 61051, 653.08, 461.93, 971.37, 101.9, 0.06825, 653.08, 971))
('doomrnn', (742, 61131, 630.24, 384.37, 871.0, 109.23, 0.06828, 630.24, 871))
('doomrnn', (743, 61216, 667.42, 390.81, 949.12, 101.36, 0.06832, 667.42, 949))
('doomrnn', (744, 61302, 655.66, 419.43, 985.12, 120.64, 0.06835, 655.66, 985))
('doomrnn', (745, 61393, 651.93, 486.43, 1043.25, 114.88, 0.0684, 651.93, 1043))
('doomrnn', (746, 61475, 636.22, 294.81, 886.87, 123.98, 0.06845, 636.22, 886))
('doomrnn', (747, 61561, 667.59, 491.06, 974.68, 115.68, 0.0685, 667.59, 974))
('doomrnn', (748, 61645, 653.39, 421.56, 916.18, 106.84, 0.06854, 653.39, 916))
('doomrnn', (749, 61731, 665.17, 462.31, 955.25, 109.67, 0.06858, 665.17, 955))
('doomrnn', (750, 61818, 658.91, 410.31, 957.37, 121.08, 0.06861, 658.91, 957))
('Eval', 750, 61906, 'improvement', -17.8681640625, 'curr', 659.662109375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (751, 61988, 636.78, 420.68, 918.87, 101.46, 0.06862, 636.78, 918))
('doomrnn', (752, 62078, 669.2, 397.31, 1077.18, 120.62, 0.06865, 669.2, 1077))
('doomrnn', (753, 62165, 666.33, 409.18, 965.68, 117.27, 0.06868, 666.33, 965))
('doomrnn', (754, 62246, 644.97, 409.68, 893.68, 110.41, 0.06871, 644.97, 893))
('doomrnn', (755, 62327, 648.67, 396.62, 872.68, 100.47, 0.06874, 648.67, 872))
('doomrnn', (756, 62410, 659.91, 405.75, 926.18, 103.07, 0.06878, 659.91, 926))
('doomrnn', (757, 62504, 647.11, 396.68, 1150.62, 120.73, 0.06882, 647.11, 1150))
('doomrnn', (758, 62589, 636.38, 410.81, 990.81, 103.47, 0.06886, 636.38, 990))
('doomrnn', (759, 62671, 651.21, 386.18, 871.25, 110.71, 0.06889, 651.21, 871))
('doomrnn', (760, 62755, 642.63, 403.31, 970.93, 107.15, 0.06891, 642.63, 970))
('doomrnn', (761, 62841, 626.84, 368.43, 970.31, 127.01, 0.06893, 626.84, 970))
('doomrnn', (762, 62930, 651.71, 315.06, 1042.12, 125.94, 0.06896, 651.71, 1042))
('doomrnn', (763, 63013, 653.2, 437.18, 936.37, 99.52, 0.069, 653.2, 936))
('doomrnn', (764, 63105, 641.59, 430.0, 1124.87, 118.51, 0.06904, 641.59, 1124))
('doomrnn', (765, 63187, 647.93, 414.87, 866.43, 111.61, 0.06908, 647.93, 866))
('doomrnn', (766, 63274, 649.81, 419.25, 1022.5, 122.0, 0.06911, 649.81, 1022))
('doomrnn', (767, 63354, 650.15, 326.93, 855.87, 108.65, 0.06913, 650.15, 855))
('doomrnn', (768, 63439, 679.25, 361.75, 935.5, 120.31, 0.06916, 679.25, 935))
('doomrnn', (769, 63523, 633.35, 407.12, 916.43, 108.69, 0.06919, 633.35, 916))
('doomrnn', (770, 63604, 624.36, 427.0, 918.87, 115.43, 0.06922, 624.36, 918))
('doomrnn', (771, 63688, 657.11, 373.25, 904.0, 117.64, 0.06926, 657.11, 904))
('doomrnn', (772, 63768, 653.01, 426.43, 855.62, 101.1, 0.06929, 653.01, 855))
('doomrnn', (773, 63854, 632.45, 426.37, 947.93, 127.54, 0.06933, 632.45, 947))
('doomrnn', (774, 63936, 664.12, 445.25, 880.68, 95.91, 0.06937, 664.12, 880))
('doomrnn', (775, 64020, 630.16, 318.5, 928.68, 119.91, 0.0694, 630.16, 928))
('Eval', 775, 64111, 'improvement', -5.5126953125, 'curr', 672.017578125, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (776, 64204, 673.57, 335.06, 1072.25, 139.45, 0.06943, 673.57, 1072))
('doomrnn', (777, 64290, 652.23, 428.43, 975.18, 112.58, 0.06946, 652.23, 975))
('doomrnn', (778, 64368, 627.55, 355.18, 827.75, 105.52, 0.06948, 627.55, 827))
('doomrnn', (779, 64453, 662.33, 407.06, 947.62, 120.43, 0.0695, 662.33, 947))
('doomrnn', (780, 64534, 635.88, 482.68, 891.62, 96.5, 0.06952, 635.88, 891))
('doomrnn', (781, 64624, 661.43, 383.81, 1011.68, 121.58, 0.06954, 661.43, 1011))
('doomrnn', (782, 64709, 668.81, 416.06, 946.68, 122.74, 0.06956, 668.81, 946))
('doomrnn', (783, 64790, 657.99, 370.37, 866.5, 112.26, 0.06958, 657.99, 866))
('doomrnn', (784, 64879, 671.94, 445.81, 1030.75, 114.12, 0.06961, 671.94, 1030))
('doomrnn', (785, 64964, 663.59, 502.12, 911.25, 101.9, 0.06965, 663.59, 911))
('doomrnn', (786, 65047, 660.27, 434.37, 933.06, 101.42, 0.06969, 660.27, 933))
('doomrnn', (787, 65136, 673.37, 473.93, 997.93, 119.24, 0.06971, 673.37, 997))
('doomrnn', (788, 65217, 656.36, 487.87, 867.5, 102.25, 0.06974, 656.36, 867))
('doomrnn', (789, 65304, 654.16, 335.25, 942.37, 127.4, 0.06976, 654.16, 942))
('doomrnn', (790, 65391, 637.89, 338.37, 1043.75, 119.96, 0.06978, 637.89, 1043))
('doomrnn', (791, 65469, 650.28, 405.5, 834.18, 94.96, 0.06978, 650.28, 834))
('doomrnn', (792, 65559, 653.19, 415.37, 1047.06, 115.87, 0.06977, 653.19, 1047))
('doomrnn', (793, 65644, 635.54, 401.56, 982.25, 112.7, 0.06976, 635.54, 982))
('doomrnn', (794, 65736, 685.13, 435.75, 1042.75, 111.19, 0.06976, 685.13, 1042))
('doomrnn', (795, 65818, 648.84, 374.31, 906.31, 102.23, 0.06975, 648.84, 906))
('doomrnn', (796, 65898, 636.98, 370.81, 874.25, 110.68, 0.06973, 636.98, 874))
('doomrnn', (797, 65986, 627.46, 372.56, 1044.06, 111.81, 0.0697, 627.46, 1044))
('doomrnn', (798, 66070, 645.77, 455.5, 926.06, 107.82, 0.06968, 645.77, 926))
('doomrnn', (799, 66153, 653.84, 409.0, 907.75, 104.48, 0.06965, 653.84, 907))
('doomrnn', (800, 66233, 616.98, 367.87, 877.5, 99.59, 0.06962, 616.98, 877))
('Eval', 800, 66314, 'improvement', -5.220703125, 'curr', 672.3095703125, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (801, 66403, 633.7, 415.18, 1033.75, 124.0, 0.06959, 633.7, 1033))
('doomrnn', (802, 66486, 648.72, 435.0, 901.25, 107.96, 0.06956, 648.72, 901))
('doomrnn', (803, 66575, 654.59, 474.56, 1041.87, 103.64, 0.06954, 654.59, 1041))
('doomrnn', (804, 66662, 658.3, 427.37, 1001.87, 109.43, 0.06951, 658.3, 1001))
('doomrnn', (805, 66753, 653.52, 379.5, 1041.87, 141.08, 0.06949, 653.52, 1041))
('doomrnn', (806, 66842, 666.49, 386.93, 987.0, 121.35, 0.06946, 666.49, 987))
('doomrnn', (807, 66927, 634.66, 377.75, 1003.56, 120.43, 0.06943, 634.66, 1003))
('doomrnn', (808, 67010, 645.51, 427.0, 922.06, 120.34, 0.0694, 645.51, 922))
('doomrnn', (809, 67088, 620.27, 443.81, 833.31, 90.93, 0.06935, 620.27, 833))
('doomrnn', (810, 67170, 631.1, 402.87, 939.25, 105.38, 0.06931, 631.1, 939))
('doomrnn', (811, 67246, 617.95, 473.93, 808.18, 77.68, 0.06927, 617.95, 808))
('doomrnn', (812, 67327, 634.51, 407.68, 917.68, 111.94, 0.06922, 634.51, 917))
('doomrnn', (813, 67412, 635.6, 415.12, 980.62, 106.22, 0.06918, 635.6, 980))
('doomrnn', (814, 67490, 624.18, 408.5, 845.5, 101.07, 0.06914, 624.18, 845))
('doomrnn', (815, 67578, 660.49, 443.81, 992.5, 122.83, 0.0691, 660.49, 992))
('doomrnn', (816, 67661, 635.45, 468.12, 954.37, 90.77, 0.06906, 635.45, 954))
('doomrnn', (817, 67741, 623.46, 401.37, 889.75, 109.87, 0.06904, 623.46, 889))
('doomrnn', (818, 67828, 657.58, 422.5, 1007.5, 107.89, 0.06901, 657.58, 1007))
('doomrnn', (819, 67909, 629.22, 421.62, 899.43, 110.79, 0.06898, 629.22, 899))
('doomrnn', (820, 67994, 646.67, 330.5, 945.75, 116.75, 0.06895, 646.67, 945))
('doomrnn', (821, 68080, 634.9, 446.81, 956.37, 112.63, 0.06891, 634.9, 956))
('doomrnn', (822, 68162, 625.67, 409.31, 909.93, 121.11, 0.06887, 625.67, 909))
('doomrnn', (823, 68243, 646.47, 432.25, 879.68, 110.27, 0.06883, 646.47, 879))
('doomrnn', (824, 68327, 657.03, 426.93, 900.18, 109.85, 0.0688, 657.03, 900))
('doomrnn', (825, 68416, 663.31, 389.75, 1023.75, 111.79, 0.06876, 663.31, 1023))
('Eval', 825, 68499, 'improvement', -39.1591796875, 'curr', 638.37109375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (826, 68588, 671.06, 444.25, 1021.56, 124.23, 0.06872, 671.06, 1021))
('doomrnn', (827, 68677, 649.75, 325.5, 1054.18, 120.63, 0.06869, 649.75, 1054))
('doomrnn', (828, 68761, 649.21, 461.18, 943.12, 105.77, 0.06866, 649.21, 943))
('doomrnn', (829, 68848, 668.24, 441.5, 964.0, 117.72, 0.06863, 668.24, 964))
('doomrnn', (830, 68926, 635.79, 452.31, 853.75, 95.83, 0.06858, 635.79, 853))
('doomrnn', (831, 69008, 631.52, 380.18, 897.68, 118.86, 0.06854, 631.52, 897))
('doomrnn', (832, 69099, 664.28, 409.75, 1074.25, 132.49, 0.0685, 664.28, 1074))
('doomrnn', (833, 69192, 657.24, 418.06, 1098.43, 133.22, 0.06846, 657.24, 1098))
('doomrnn', (834, 69278, 668.45, 450.37, 956.81, 102.76, 0.06842, 668.45, 956))
('doomrnn', (835, 69366, 674.18, 473.37, 1016.06, 119.42, 0.06838, 674.18, 1016))
('doomrnn', (836, 69458, 679.43, 443.12, 1065.56, 120.9, 0.06834, 679.43, 1065))
('doomrnn', (837, 69539, 642.23, 374.81, 874.43, 113.07, 0.06828, 642.23, 874))
('doomrnn', (838, 69627, 655.99, 458.5, 1019.31, 112.71, 0.06822, 655.99, 1019))
('doomrnn', (839, 69704, 633.6, 373.87, 824.18, 86.7, 0.06817, 633.6, 824))
('doomrnn', (840, 69790, 661.22, 457.93, 950.87, 108.41, 0.06813, 661.22, 950))
('doomrnn', (841, 69879, 669.25, 419.81, 981.06, 124.04, 0.06809, 669.25, 981))
('doomrnn', (842, 69965, 676.5, 440.93, 926.31, 106.8, 0.06807, 676.5, 926))
('doomrnn', (843, 70052, 662.57, 390.68, 979.75, 132.01, 0.06805, 662.57, 979))
('doomrnn', (844, 70134, 673.67, 382.0, 878.25, 106.51, 0.06802, 673.67, 878))
('doomrnn', (845, 70222, 656.52, 370.06, 964.68, 122.96, 0.06799, 656.52, 964))
('doomrnn', (846, 70314, 671.05, 457.25, 1076.75, 134.58, 0.06796, 671.05, 1076))
('doomrnn', (847, 70402, 661.59, 433.12, 1016.5, 112.06, 0.06793, 661.59, 1016))
('doomrnn', (848, 70492, 673.06, 418.18, 1028.93, 125.18, 0.0679, 673.06, 1028))
('doomrnn', (849, 70578, 648.12, 365.87, 964.5, 128.41, 0.0679, 648.12, 964))
('doomrnn', (850, 70659, 657.54, 438.93, 877.37, 111.83, 0.06789, 657.54, 877))
('Eval', 850, 70744, 'improvement', -7.9619140625, 'curr', 669.568359375, 'prev', 677.5302734375, 'best', 677.5302734375)
('doomrnn', (851, 70834, 672.74, 456.62, 1018.12, 127.64, 0.06787, 672.74, 1018))
('doomrnn', (852, 70921, 664.11, 422.68, 959.12, 117.02, 0.06785, 664.11, 959))
('doomrnn', (853, 71005, 621.77, 429.5, 966.31, 108.38, 0.06783, 621.77, 966))
('doomrnn', (854, 71089, 657.86, 410.31, 948.37, 123.05, 0.06782, 657.86, 948))
('doomrnn', (855, 71179, 657.29, 456.31, 1059.06, 116.53, 0.06781, 657.29, 1059))
('doomrnn', (856, 71266, 695.15, 434.68, 932.43, 118.92, 0.06781, 695.15, 932))
('doomrnn', (857, 71350, 666.59, 475.37, 916.43, 105.0, 0.06781, 666.59, 916))
('doomrnn', (858, 71443, 686.75, 438.5, 1070.06, 140.24, 0.06781, 686.75, 1070))
('doomrnn', (859, 71525, 642.59, 350.25, 898.18, 110.4, 0.0678, 642.59, 898))
('doomrnn', (860, 71613, 665.58, 420.25, 982.93, 130.01, 0.0678, 665.58, 982))
('doomrnn', (861, 71697, 641.84, 394.93, 923.62, 121.57, 0.06779, 641.84, 923))
('doomrnn', (862, 71782, 645.8, 400.56, 974.12, 105.25, 0.06778, 645.8, 974))
('doomrnn', (863, 71880, 688.58, 441.37, 1202.56, 124.68, 0.06776, 688.58, 1202))
('doomrnn', (864, 71963, 643.6, 443.68, 922.75, 94.51, 0.06774, 643.6, 922))
('doomrnn', (865, 72052, 633.55, 343.18, 1058.43, 127.97, 0.06772, 633.55, 1058))
('doomrnn', (866, 72139, 668.16, 409.37, 958.87, 123.05, 0.06772, 668.16, 958))
('doomrnn', (867, 72226, 664.7, 390.56, 1001.87, 107.75, 0.0677, 664.7, 1001))
('doomrnn', (868, 72307, 632.85, 389.43, 909.18, 103.56, 0.0677, 632.85, 909))
('doomrnn', (869, 72400, 684.49, 374.62, 1087.5, 132.29, 0.0677, 684.49, 1087))
('doomrnn', (870, 72483, 656.68, 468.12, 909.87, 99.24, 0.0677, 656.68, 909))
('doomrnn', (871, 72569, 658.91, 395.12, 963.18, 111.52, 0.0677, 658.91, 963))
('doomrnn', (872, 72656, 664.81, 391.37, 971.62, 127.56, 0.0677, 664.81, 971))
('doomrnn', (873, 72741, 645.74, 411.31, 935.0, 114.23, 0.06771, 645.74, 935))
('doomrnn', (874, 72824, 660.75, 454.06, 918.25, 114.01, 0.06772, 660.75, 918))
('doomrnn', (875, 72907, 647.7, 462.43, 926.25, 101.21, 0.06773, 647.7, 926))
('Eval', 875, 72996, 'improvement', 1.3359375, 'curr', 678.8662109375, 'prev', 677.5302734375, 'best', 678.8662109375)
('doomrnn', (876, 73080, 659.03, 390.81, 933.81, 118.08, 0.06774, 659.03, 933))
('doomrnn', (877, 73166, 683.96, 493.81, 924.12, 106.07, 0.06775, 683.96, 924))
('doomrnn', (878, 73251, 685.08, 422.12, 926.37, 113.48, 0.06775, 685.08, 926))
('doomrnn', (879, 73340, 665.4, 415.81, 974.68, 128.09, 0.06774, 665.4, 974))
('doomrnn', (880, 73427, 671.4, 423.56, 980.43, 112.11, 0.06772, 671.4, 980))
('doomrnn', (881, 73520, 695.12, 383.12, 1058.68, 128.33, 0.06771, 695.12, 1058))
('doomrnn', (882, 73608, 676.32, 431.06, 976.18, 112.76, 0.06769, 676.32, 976))
('doomrnn', (883, 73701, 662.99, 353.56, 1081.31, 145.06, 0.06767, 662.99, 1081))
('doomrnn', (884, 73790, 668.1, 444.31, 1014.93, 114.02, 0.06764, 668.1, 1014))
('doomrnn', (885, 73882, 685.12, 364.37, 1057.68, 119.39, 0.06761, 685.12, 1057))
('doomrnn', (886, 73969, 660.78, 437.62, 981.56, 138.58, 0.06758, 660.78, 981))
('doomrnn', (887, 74057, 662.76, 374.62, 1028.5, 112.28, 0.06754, 662.76, 1028))
('doomrnn', (888, 74141, 646.05, 440.81, 939.5, 108.43, 0.06751, 646.05, 939))
('doomrnn', (889, 74232, 706.71, 387.43, 1007.18, 111.45, 0.06747, 706.71, 1007))
('doomrnn', (890, 74320, 666.31, 416.87, 1043.37, 104.47, 0.06742, 666.31, 1043))
('doomrnn', (891, 74410, 660.19, 385.93, 1049.12, 125.98, 0.06737, 660.19, 1049))
('doomrnn', (892, 74496, 697.94, 437.0, 932.31, 112.81, 0.06732, 697.94, 932))
('doomrnn', (893, 74580, 653.92, 439.5, 890.0, 116.7, 0.06727, 653.92, 890))
('doomrnn', (894, 74664, 660.25, 390.68, 923.93, 121.35, 0.06721, 660.25, 923))
('doomrnn', (895, 74749, 648.51, 331.75, 951.93, 107.39, 0.06715, 648.51, 951))
('doomrnn', (896, 74834, 658.3, 316.81, 925.31, 128.25, 0.06708, 658.3, 925))
('doomrnn', (897, 74919, 676.48, 445.0, 902.12, 101.14, 0.06702, 676.48, 902))
('doomrnn', (898, 75004, 698.63, 429.06, 903.0, 115.77, 0.06695, 698.63, 903))
('doomrnn', (899, 75088, 658.09, 375.87, 921.18, 117.17, 0.06688, 658.09, 921))
('doomrnn', (900, 75173, 670.62, 378.12, 940.06, 119.98, 0.06681, 670.62, 940))
('Eval', 900, 75261, 'improvement', 25.771484375, 'curr', 704.6376953125, 'prev', 678.8662109375, 'best', 704.6376953125)
('doomrnn', (901, 75342, 640.88, 380.81, 886.56, 104.13, 0.06675, 640.88, 886))
('doomrnn', (902, 75427, 661.51, 402.62, 929.5, 117.58, 0.06667, 661.51, 929))
('doomrnn', (903, 75512, 646.23, 370.93, 948.87, 120.27, 0.06661, 646.23, 948))
('doomrnn', (904, 75599, 689.11, 358.93, 975.37, 112.48, 0.06655, 689.11, 975))
('doomrnn', (905, 75688, 674.15, 375.81, 984.87, 133.12, 0.06649, 674.15, 984))
('doomrnn', (906, 75780, 691.34, 422.06, 1042.12, 132.8, 0.06643, 691.34, 1042))
('doomrnn', (907, 75872, 670.29, 353.12, 1073.0, 134.47, 0.06637, 670.29, 1073))
('doomrnn', (908, 75954, 650.38, 393.93, 876.18, 112.36, 0.0663, 650.38, 876))
('doomrnn', (909, 76042, 688.68, 389.5, 981.62, 121.99, 0.06624, 688.68, 981))
('doomrnn', (910, 76126, 640.31, 371.87, 912.0, 121.29, 0.06617, 640.31, 912))
('doomrnn', (911, 76216, 665.79, 432.75, 1084.18, 106.83, 0.06612, 665.79, 1084))
('doomrnn', (912, 76299, 648.29, 366.06, 897.37, 113.21, 0.06606, 648.29, 897))
('doomrnn', (913, 76385, 669.26, 431.43, 959.43, 117.74, 0.066, 669.26, 959))
('doomrnn', (914, 76469, 655.32, 335.12, 951.62, 115.38, 0.06593, 655.32, 951))
('doomrnn', (915, 76561, 657.04, 344.0, 1107.62, 135.74, 0.06586, 657.04, 1107))
('doomrnn', (916, 76646, 669.2, 404.62, 919.81, 117.33, 0.06578, 669.2, 919))
('doomrnn', (917, 76734, 697.95, 451.37, 929.56, 107.16, 0.06571, 697.95, 929))
('doomrnn', (918, 76820, 660.02, 414.31, 986.68, 116.8, 0.06565, 660.02, 986))
('doomrnn', (919, 76904, 644.0, 450.93, 927.56, 97.23, 0.06558, 644.0, 927))
('doomrnn', (920, 76988, 645.12, 417.18, 922.87, 124.83, 0.06553, 645.12, 922))
('doomrnn', (921, 77074, 673.18, 431.06, 931.31, 126.46, 0.06549, 673.18, 931))
('doomrnn', (922, 77159, 651.7, 402.62, 933.93, 118.19, 0.06544, 651.7, 933))
('doomrnn', (923, 77250, 694.49, 442.12, 1014.93, 111.53, 0.06541, 694.49, 1014))
('doomrnn', (924, 77335, 668.4, 483.43, 966.31, 99.25, 0.06538, 668.4, 966))
('doomrnn', (925, 77424, 650.35, 414.12, 1023.18, 128.64, 0.06533, 650.35, 1023))
('Eval', 925, 77507, 'improvement', -26.9287109375, 'curr', 677.708984375, 'prev', 704.6376953125, 'best', 704.6376953125)
('doomrnn', (926, 77590, 672.81, 444.06, 892.06, 110.06, 0.0653, 672.81, 892))
('doomrnn', (927, 77678, 689.18, 418.31, 976.12, 127.69, 0.06526, 689.18, 976))
('doomrnn', (928, 77763, 684.72, 486.18, 903.68, 111.8, 0.06521, 684.72, 903))
('doomrnn', (929, 77847, 655.7, 406.62, 932.25, 111.85, 0.06516, 655.7, 932))
('doomrnn', (930, 77935, 698.79, 442.06, 960.5, 115.29, 0.06512, 698.79, 960))
('doomrnn', (931, 78019, 656.13, 473.87, 920.31, 99.15, 0.06507, 656.13, 920))
('doomrnn', (932, 78101, 657.15, 456.56, 874.5, 105.59, 0.06502, 657.15, 874))
('doomrnn', (933, 78182, 654.88, 461.5, 871.25, 95.71, 0.06496, 654.88, 871))
('doomrnn', (934, 78271, 659.62, 442.0, 981.87, 126.49, 0.0649, 659.62, 981))
Ctrl-C caught... cleaning up processes
['mpirun', '-np', '65', '/home/hadavid/anaconda3/bin/python', 'train.py']
