local_attention_logs

local_attention.logs

pretrain epoch 13, step 838, cost:ctc 4.202715049206063, cost:output/output_prob 6.60445280135491, error:ctc 0.9343339595943689, error:decision 0.0, error:output/output_prob 0.9061913704499602, loss 5760.2207, max_size:classes 44, max_size:data 1519, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.951 sec/step, elapsed 0:42:39, exp. remaining 0:11:41, complete 78.49%
pretrain epoch 13, step 839, cost:ctc 3.2496038947583656, cost:output/output_prob 6.663787345441051, error:ctc 0.9126015920192003, error:decision 0.0, error:output/output_prob 0.9085365515202284, loss 4877.3887, max_size:classes 48, max_size:data 1554, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.061 sec/step, elapsed 0:42:42, exp. remaining 0:11:38, complete 78.57%
pretrain epoch 13, step 840, cost:ctc 5.131707663990653, cost:output/output_prob 6.481258076130643, error:ctc 0.9176244990667327, error:decision 0.0, error:output/output_prob 0.9042145377025007, loss 6061.9683, max_size:classes 46, max_size:data 1498, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.925 sec/step, elapsed 0:42:45, exp. remaining 0:11:35, complete 78.67%
pretrain epoch 13, step 841, cost:ctc 5.692536163904151, cost:output/output_prob 6.59238115222297, error:ctc 0.9559748098254204, error:decision 0.0, error:output/output_prob 0.9308175779879093, loss 5859.906, max_size:classes 44, max_size:data 1550, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.998 sec/step, elapsed 0:42:48, exp. remaining 0:11:32, complete 78.76%
pretrain epoch 13, step 842, cost:ctc 5.076115166911222, cost:output/output_prob 6.6216579215791285, error:ctc 0.9028925241436809, error:decision 0.0, error:output/output_prob 0.9111569866072387, loss 5661.7227, max_size:classes 47, max_size:data 1585, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.304 sec/step, elapsed 0:42:51, exp. remaining 0:11:30, complete 78.84%
pretrain epoch 13, step 843, cost:ctc 5.100778163099676, cost:output/output_prob 6.632526431648955, error:ctc 0.9145299596711993, error:decision 0.0, error:output/output_prob 0.9038461984600872, loss 5491.1865, max_size:classes 43, max_size:data 1567, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.973 sec/step, elapsed 0:42:54, exp. remaining 0:11:27, complete 78.93%
pretrain epoch 13, step 844, cost:ctc 5.9819058746387554, cost:output/output_prob 6.883153170669516, error:ctc 0.9336015768349171, error:decision 0.0, error:output/output_prob 0.89336012955755, loss 6393.9346, max_size:classes 44, max_size:data 1462, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.846 sec/step, elapsed 0:42:57, exp. remaining 0:11:24, complete 79.01%
pretrain epoch 13, step 845, cost:ctc 5.741980986345197, cost:output/output_prob 6.894223648323191, error:ctc 0.9455337463878095, error:decision 0.0, error:output/output_prob 0.9324618512764573, loss 5800.018, max_size:classes 44, max_size:data 1567, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.998 sec/step, elapsed 0:43:00, exp. remaining 0:11:21, complete 79.11%
pretrain epoch 13, step 846, cost:ctc 2.784250104211111, cost:output/output_prob 6.562990255708314, error:ctc 0.9302325453609228, error:decision 0.0, error:output/output_prob 0.9281183804851025, loss 4421.2446, max_size:classes 44, max_size:data 1456, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.820 sec/step, elapsed 0:43:03, exp. remaining 0:11:18, complete 79.19%
pretrain epoch 13, step 847, cost:ctc 5.650265007043799, cost:output/output_prob 6.61152606908513, error:ctc 0.9327354729175568, error:decision 0.0, error:output/output_prob 0.9260090151801705, loss 5468.759, max_size:classes 41, max_size:data 1603, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.171 sec/step, elapsed 0:43:06, exp. remaining 0:11:15, complete 79.28%
pretrain epoch 13, step 848, cost:ctc 5.796241159310853, cost:output/output_prob 6.640298487858104, error:ctc 0.9370629577897489, error:decision 0.0, error:output/output_prob 0.9090909291990101, loss 5335.2754, max_size:classes 41, max_size:data 1583, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.036 sec/step, elapsed 0:43:09, exp. remaining 0:11:12, complete 79.39%
pretrain epoch 13, step 849, cost:ctc 5.898239076682785, cost:output/output_prob 6.879649033700105, error:ctc 0.9352051585447043, error:decision 0.0, error:output/output_prob 0.92224619560875, loss 5916.162, max_size:classes 44, max_size:data 1494, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.908 sec/step, elapsed 0:43:12, exp. remaining 0:11:08, complete 79.49%
pretrain epoch 13, step 850, cost:ctc 5.817480074863511, cost:output/output_prob 6.549983726121809, error:ctc 0.9397321848664433, error:decision 0.0, error:output/output_prob 0.8973214686848223, loss 5540.6235, max_size:classes 38, max_size:data 1526, mem_usage:GPU:0 3.8GB, num_seqs 13, 3.396 sec/step, elapsed 0:43:15, exp. remaining 0:11:05, complete 79.58%
pretrain epoch 13, step 851, cost:ctc 2.133135487294112, cost:output/output_prob 6.531721419632959, error:ctc 0.9448275826871395, error:decision 0.0, error:output/output_prob 0.8896551690995693, loss 3769.213, max_size:classes 40, max_size:data 1585, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.972 sec/step, elapsed 0:43:18, exp. remaining 0:11:02, complete 79.69%
pretrain epoch 13, step 852, cost:ctc 6.057839118236927, cost:output/output_prob 6.915392649541445, error:ctc 0.9265822847373784, error:decision 0.0, error:output/output_prob 0.9139240568038076, loss 5124.427, max_size:classes 37, max_size:data 1443, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.709 sec/step, elapsed 0:43:21, exp. remaining 0:10:59, complete 79.78%
pretrain epoch 13, step 853, cost:ctc 6.485755883273441, cost:output/output_prob 6.741787122453729, error:ctc 0.9477611719630659, error:decision 0.0, error:output/output_prob 0.9129353021271527, loss 5317.4727, max_size:classes 40, max_size:data 1619, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.126 sec/step, elapsed 0:43:24, exp. remaining 0:10:56, complete 79.87%
pretrain epoch 13, step 854, cost:ctc 5.4663593000204855, cost:output/output_prob 6.848014660917613, error:ctc 0.9349397784098983, error:decision 0.0, error:output/output_prob 0.9180723081808537, loss 5110.465, max_size:classes 34, max_size:data 1467, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.757 sec/step, elapsed 0:43:27, exp. remaining 0:10:53, complete 79.95%
pretrain epoch 13, step 855, cost:ctc 4.48805032708799, cost:output/output_prob 6.424108109876897, error:ctc 0.9562841267324984, error:decision 0.0, error:output/output_prob 0.9043715598527342, loss 3993.85, max_size:classes 33, max_size:data 1569, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.928 sec/step, elapsed 0:43:30, exp. remaining 0:10:50, complete 80.05%
pretrain epoch 13, step 856, cost:ctc 4.727050941937932, cost:output/output_prob 6.71100348171376, error:ctc 0.9501247205771506, error:decision 0.0, error:output/output_prob 0.8802992817945778, loss 4586.6597, max_size:classes 34, max_size:data 1500, mem_usage:GPU:0 3.8GB, num_seqs 13, 3.138 sec/step, elapsed 0:43:33, exp. remaining 0:10:45, complete 80.19%
pretrain epoch 13, step 857, cost:ctc 5.142042011604929, cost:output/output_prob 6.684712004706398, error:ctc 0.9570136161055416, error:decision 0.0, error:output/output_prob 0.9185520759783685, loss 5227.425, max_size:classes 33, max_size:data 1327, mem_usage:GPU:0 3.8GB, num_seqs 15, 2.629 sec/step, elapsed 0:43:36, exp. remaining 0:10:41, complete 80.32%
pretrain epoch 13, step 858, cost:ctc 2.9231577865635927, cost:output/output_prob 6.457989354503297, error:ctc 0.9532709978520869, error:decision 0.0, error:output/output_prob 0.9135513729415834, loss 4015.131, max_size:classes 34, max_size:data 1401, mem_usage:GPU:0 3.8GB, num_seqs 14, 2.671 sec/step, elapsed 0:43:38, exp. remaining 0:10:34, complete 80.49%
pretrain epoch 13, step 859, cost:ctc 5.326088512478265, cost:output/output_prob 6.743504788930636, error:ctc 0.9541778764687479, error:decision 0.0, error:output/output_prob 0.9218328637070954, loss 4477.8193, max_size:classes 32, max_size:data 1483, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.786 sec/step, elapsed 0:43:41, exp. remaining 0:10:24, complete 80.75%
pretrain epoch 13, step 860, cost:ctc 3.844176580922408, cost:output/output_prob 6.588893068445998, error:ctc 0.9405940445140004, error:decision 0.0, error:output/output_prob 0.9133663221728057, loss 4214.96, max_size:classes 30, max_size:data 1313, mem_usage:GPU:0 3.8GB, num_seqs 15, 2.828 sec/step, elapsed 0:43:44, exp. remaining 0:10:13, complete 81.06%
pretrain epoch 13, step 861, cost:ctc 5.680770002951591, cost:output/output_prob 6.96380774704403, error:ctc 0.9517045738175512, error:decision 0.0, error:output/output_prob 0.9261363912373782, loss 4450.891, max_size:classes 33, max_size:data 1512, mem_usage:GPU:0 3.8GB, num_seqs 13, 2.846 sec/step, elapsed 0:43:47, exp. remaining 0:10:04, complete 81.30%
pretrain epoch 13, step 862, cost:ctc 4.4922811028110345, cost:output/output_prob 6.4713108553034715, error:ctc 0.9494949267245829, error:decision 0.0, error:output/output_prob 0.9393939168658108, loss 3256.187, max_size:classes 28, max_size:data 1358, mem_usage:GPU:0 3.8GB, num_seqs 12, 2.518 sec/step, elapsed 0:43:49, exp. remaining 0:09:56, complete 81.52%
pretrain epoch 13, step 863, cost:ctc 3.719814944386144, cost:output/output_prob 6.62435173986978, error:ctc 0.9413793068379164, error:decision 0.0, error:output/output_prob 0.9034482724964619, loss 2999.8083, max_size:classes 36, max_size:data 1567, mem_usage:GPU:0 3.8GB, num_seqs 12, 3.016 sec/step, elapsed 0:43:52, exp. remaining 0:09:49, complete 81.7

train epoch 46, step 56, cost:ctc 6.615650608045598, cost:output/output_prob 5.378875045511961, error:ctc 0.9815950691699982, error:decision 0.0, error:output/output_prob 0.8941717583220452, loss 7820.4307, max_size:classes 59, max_size:data 1593, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.372 sec/step, elapsed 0:06:59, exp. remaining 1:57:10, complete 5.63%
train epoch 46, step 57, cost:ctc 6.512785198963228, cost:output/output_prob 5.307388368055456, error:ctc 0.9727684974204748, error:decision 0.0, error:output/output_prob 0.8880483794491737, loss 7813.135, max_size:classes 64, max_size:data 1640, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.708 sec/step, elapsed 0:07:07, exp. remaining 1:57:26, complete 5.72%
train epoch 46, step 58, cost:ctc 6.581307210873092, cost:output/output_prob 5.349339680299693, error:ctc 0.9715994005091488, error:decision 0.0, error:output/output_prob 0.8804185336921364, loss 7981.6025, max_size:classes 62, max_size:data 1649, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.779 sec/step, elapsed 0:07:15, exp. remaining 1:57:42, complete 5.80%
train epoch 46, step 59, cost:ctc 6.539325069672259, cost:output/output_prob 5.245649771581213, error:ctc 0.9830268932273611, error:decision 0.0, error:output/output_prob 0.8613861553603783, loss 8331.977, max_size:classes 65, max_size:data 1636, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.683 sec/step, elapsed 0:07:22, exp. remaining 1:57:56, complete 5.89%
train epoch 46, step 60, cost:ctc 6.704641188432105, cost:output/output_prob 5.391411726813942, error:ctc 0.9741248190402984, error:decision 0.0, error:output/output_prob 0.8797564771957694, loss 7947.1064, max_size:classes 68, max_size:data 1684, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.727 sec/step, elapsed 0:07:30, exp. remaining 1:58:11, complete 5.97%
train epoch 46, step 61, cost:ctc 6.388801087680804, cost:output/output_prob 5.164984229569882, error:ctc 0.9753846162930131, error:decision 0.0, error:output/output_prob 0.8769230777397752, loss 7509.9604, max_size:classes 66, max_size:data 1605, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.369 sec/step, elapsed 0:07:37, exp. remaining 1:58:19, complete 6.06%
train epoch 46, step 62, cost:ctc 6.713805885359648, cost:output/output_prob 5.43197990463662, error:ctc 0.9771101820515469, error:decision 0.0, error:output/output_prob 0.885550809209235, loss 8489.904, max_size:classes 68, max_size:data 1674, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.699 sec/step, elapsed 0:07:45, exp. remaining 1:58:40, complete 6.14%
train epoch 46, step 63, cost:ctc 6.592201079251936, cost:output/output_prob 5.274232231277438, error:ctc 0.9759035781025887, error:decision 0.0, error:output/output_prob 0.8915662318468094, loss 7879.312, max_size:classes 69, max_size:data 1698, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.762 sec/step, elapsed 0:07:53, exp. remaining 1:58:53, complete 6.22%
train epoch 46, step 64, cost:ctc 6.6128429617573365, cost:output/output_prob 5.300146145359179, error:ctc 0.9788199344184249, error:decision 0.0, error:output/output_prob 0.874432646203786, loss 7874.4863, max_size:classes 65, max_size:data 1687, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.703 sec/step, elapsed 0:08:01, exp. remaining 1:59:05, complete 6.31%
train epoch 46, step 65, cost:ctc 6.496376546140027, cost:output/output_prob 5.324088441247568, error:ctc 0.9824046911671758, error:decision 0.0, error:output/output_prob 0.9032258056104183, loss 8061.557, max_size:classes 61, max_size:data 1661, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.690 sec/step, elapsed 0:08:08, exp. remaining 1:59:15, complete 6.39%
train epoch 46, step 66, cost:ctc 6.543726538029432, cost:output/output_prob 5.266734174971248, error:ctc 0.9748520837165415, error:decision 0.0, error:output/output_prob 0.8683432065881789, loss 7983.871, max_size:classes 60, max_size:data 1630, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.728 sec/step, elapsed 0:08:16, exp. remaining 1:59:26, complete 6.48%
train epoch 46, step 67, cost:ctc 6.612037942447272, cost:output/output_prob 5.368079017544403, error:ctc 0.9756468890700488, error:decision 0.0, error:output/output_prob 0.878234407166019, loss 7870.9365, max_size:classes 58, max_size:data 1605, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.545 sec/step, elapsed 0:08:24, exp. remaining 1:59:34, complete 6.56%
train epoch 46, step 68, cost:ctc 6.6895933402734045, cost:output/output_prob 5.432467017946692, error:ctc 0.9704142138361931, error:decision 0.0, error:output/output_prob 0.8846153961494565, loss 8194.513, max_size:classes 60, max_size:data 1646, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.674 sec/step, elapsed 0:08:31, exp. remaining 1:59:43, complete 6.65%
train epoch 46, step 69, cost:ctc 6.611845373524374, cost:output/output_prob 5.342773906755156, error:ctc 0.9735614471137523, error:decision 0.0, error:output/output_prob 0.8786936383694409, loss 7686.8203, max_size:classes 63, max_size:data 1638, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.645 sec/step, elapsed 0:08:39, exp. remaining 1:59:52, complete 6.73%
train epoch 46, step 70, cost:ctc 6.618869659776919, cost:output/output_prob 5.314010773419653, error:ctc 0.9731861391337588, error:decision 0.0, error:output/output_prob 0.8706624777987599, loss 7565.4463, max_size:classes 59, max_size:data 1580, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.373 sec/step, elapsed 0:08:46, exp. remaining 1:59:56, complete 6.82%
train epoch 46, step 71, cost:ctc 6.405367266154825, cost:output/output_prob 5.291171781721005, error:ctc 0.9772727163508533, error:decision 0.0, error:output/output_prob 0.8723776126280426, loss 6690.4204, max_size:classes 58, max_size:data 1674, mem_usage:GPU:0 9.0GB, num_seqs 11, 7.604 sec/step, elapsed 0:08:54, exp. remaining 2:00:03, complete 6.91%
train epoch 46, step 72, cost:ctc 6.635894870305606, cost:output/output_prob 5.388670217092454, error:ctc 0.970967727014795, error:decision 0.0, error:output/output_prob 0.8774193413555622, loss 7455.2305, max_size:classes 55, max_size:data 1630, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.533 sec/step, elapsed 0:09:01, exp. remaining 2:00:09, complete 6.99%
train epoch 46, step 73, cost:ctc 6.38331042970367, cost:output/output_prob 5.125707748345519, error:ctc 0.9673202726989985, error:decision 0.0, error:output/output_prob 0.8480392255587503, loss 7043.519, max_size:classes 60, max_size:data 1602, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.501 sec/step, elapsed 0:09:09, exp. remaining 2:00:14, complete 7.08%
train epoch 46, step 74, cost:ctc 6.823234964997596, cost:output/output_prob 5.594492232058883, error:ctc 0.9724473115056753, error:decision 0.0, error:output/output_prob 0.8752025803551078, loss 7661.738, max_size:classes 58, max_size:data 1642, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.572 sec/step, elapsed 0:09:16, exp. remaining 2:00:19, complete 7.16%
train epoch 46, step 75, cost:ctc 6.4983044028873, cost:output/output_prob 5.245672049816051, error:ctc 0.9711538588162512, error:decision 0.0, error:output/output_prob 0.8717948831617832, loss 7328.241, max_size:classes 57, max_size:data 1658, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.751 sec/step, elapsed 0:09:24, exp. remaining 2:00:27, complete 7.25%
train epoch 46, step 76, cost:ctc 6.773936689511516, cost:output/output_prob 5.496593345990647, error:ctc 0.9692307774676011, error:decision 0.0, error:output/output_prob 0.8598290671361611, loss 7178.26, max_size:classes 53, max_size:data 1664, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.622 sec/step, elapsed 0:09:32, exp. remaining 2:00:40, complete 7.32%
train epoch 46, step 77, cost:ctc 6.6743747956523976, cost:output/output_prob 5.50136901476651, error:ctc 0.9701754587003961, error:decision 0.0, error:output/output_prob 0.8877193166408688, loss 6940.174, max_size:classes 54, max_size:data 1653, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.637 sec/step, elapsed 0:09:39, exp. remaining 2:00:46, complete 7.41%
train epoch 46, step 78, cost:ctc 6.507398561640514, cost:output/output_prob 5.296103642415176, error:ctc 0.9742268181871623, error:decision 0.0, error:output/output_prob 0.8951890163589269, loss 6869.638, max_size:classes 54, max_size:data 1663, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.638 sec/step, elapsed 0:09:47, exp. remaining 2:00:51, complete 7.50%
train epoch 46, step 79, cost:ctc 6.687809461719496, cost:output/output_prob 5.433583159178568, error:ctc 0.972972996532917, error:decision 0.0, error:output/output_prob 0.8766892104176804, loss 7175.8643, max_size:classes 55, max_size:data 1608, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.422 sec/step, elapsed 0:09:54, exp. remaining 2:00:53, complete 7.58%
train epoch 46, step 80, cost:ctc 6.443947251476913, cost:output/output_prob 5.181610055378541, error:ctc 0.9634146442404016, error:decision 0.0, error:output/output_prob 0.8780487896874546, loss 6673.07, max_size:classes 53, max_size:data 1631, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.511 sec/step, elapsed 0:10:02, exp. remaining 2:00:56, complete 7.67%
train epoch 46, step 81, cost:ctc 6.71890728698159, cost:output/output_prob 5.4331126111044625, error:ctc 0.9763513749931008, error:decision 0.0, error:output/output_prob 0.9020270488690585, loss 7193.9956, max_size:classes 58, max_size:data 1650, mem_usage:GPU:0 9.0GB, num_seqs 12, 7.643 sec/step, elapsed 0:10:10, exp. remaining 2:01:01, complete 7.75%

train epoch 89, step 464, cost:ctc 5.636881378777276, cost:output/output_prob 5.433395865829824, error:ctc 0.8672897461801768, error:decision 0.0, error:output/output_prob 0.9028037659591065, loss 5922.598, max_size:classes 49, max_size:data 1531, mem_usage:GPU:0 9.1GB, num_seqs 13, 1.545 sec/step, elapsed 0:10:30, exp. remaining 0:13:49, complete 43.20%
train epoch 89, step 465, cost:ctc 5.516896637160471, cost:output/output_prob 5.342460330666199, error:ctc 0.8594059674069285, error:decision 0.0, error:output/output_prob 0.8633663635700941, loss 5483.975, max_size:classes 48, max_size:data 1635, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.331 sec/step, elapsed 0:10:32, exp. remaining 0:13:48, complete 43.29%
train epoch 89, step 466, cost:ctc 5.838177217239263, cost:output/output_prob 5.367852094766931, error:ctc 0.9033530689775944, error:decision 0.0, error:output/output_prob 0.8658777233213186, loss 5681.457, max_size:classes 48, max_size:data 1631, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.438 sec/step, elapsed 0:10:34, exp. remaining 0:13:44, complete 43.46%
train epoch 89, step 467, cost:ctc 5.563746361994134, cost:output/output_prob 5.283996142458108, error:ctc 0.8742746864445506, error:decision 0.0, error:output/output_prob 0.8858801026362925, loss 5608.2827, max_size:classes 47, max_size:data 1542, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.241 sec/step, elapsed 0:10:35, exp. remaining 0:13:46, complete 43.46%
train epoch 89, step 468, cost:ctc 5.504483010982199, cost:output/output_prob 5.335252857981345, error:ctc 0.8968254486098886, error:decision 0.0, error:output/output_prob 0.8928571944124997, loss 5463.2266, max_size:classes 46, max_size:data 1535, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.396 sec/step, elapsed 0:10:37, exp. remaining 0:13:46, complete 43.55%
train epoch 89, step 469, cost:ctc 5.825269612309057, cost:output/output_prob 5.394982071862614, error:ctc 0.9257027767598629, error:decision 0.0, error:output/output_prob 0.9036144241690636, loss 5587.6855, max_size:classes 46, max_size:data 1638, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.532 sec/step, elapsed 0:10:39, exp. remaining 0:13:45, complete 43.64%
train epoch 89, step 470, cost:ctc 5.522879486886325, cost:output/output_prob 5.204041266054105, error:ctc 0.8800773945404216, error:decision 0.0, error:output/output_prob 0.8723404504125937, loss 5545.818, max_size:classes 49, max_size:data 1574, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.264 sec/step, elapsed 0:10:40, exp. remaining 0:13:44, complete 43.72%
train epoch 89, step 471, cost:ctc 5.514943219055567, cost:output/output_prob 5.257148916888781, error:ctc 0.9018181879073381, error:decision 0.0, error:output/output_prob 0.8781818241113797, loss 5924.6504, max_size:classes 53, max_size:data 1611, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.466 sec/step, elapsed 0:10:42, exp. remaining 0:13:44, complete 43.81%
train epoch 89, step 472, cost:ctc 5.432513305667186, cost:output/output_prob 5.1038767274847885, error:ctc 0.8835877891397104, error:decision 0.0, error:output/output_prob 0.8587786287534982, loss 5521.0684, max_size:classes 48, max_size:data 1593, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.332 sec/step, elapsed 0:10:44, exp. remaining 0:13:43, complete 43.89%
train epoch 89, step 473, cost:ctc 5.775339744887162, cost:output/output_prob 5.456752007755767, error:ctc 0.8843137777876109, error:decision 0.0, error:output/output_prob 0.8843137777876109, loss 5728.366, max_size:classes 48, max_size:data 1615, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.437 sec/step, elapsed 0:10:46, exp. remaining 0:13:42, complete 43.98%
train epoch 89, step 474, cost:ctc 5.450767972584799, cost:output/output_prob 5.13589335483266, error:ctc 0.8886792585253716, error:decision 0.0, error:output/output_prob 0.8716981261968613, loss 5610.9307, max_size:classes 50, max_size:data 1632, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.334 sec/step, elapsed 0:10:47, exp. remaining 0:13:42, complete 44.06%
train epoch 89, step 475, cost:ctc 5.761218267084303, cost:output/output_prob 5.448852544137139, error:ctc 0.8942307700635865, error:decision 0.0, error:output/output_prob 0.90961538546253, loss 5829.237, max_size:classes 49, max_size:data 1588, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.449 sec/step, elapsed 0:10:49, exp. remaining 0:13:41, complete 44.15%
train epoch 89, step 476, cost:ctc 5.599763241565086, cost:output/output_prob 5.321709095908376, error:ctc 0.880294674774632, error:decision 0.0, error:output/output_prob 0.85819522687234, loss 5930.3594, max_size:classes 52, max_size:data 1602, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.299 sec/step, elapsed 0:10:50, exp. remaining 0:13:37, complete 44.32%
train epoch 89, step 477, cost:ctc 5.613778619856475, cost:output/output_prob 5.231673090086133, error:ctc 0.8994515798985958, error:decision 0.0, error:output/output_prob 0.8482632786035538, loss 5932.462, max_size:classes 50, max_size:data 1620, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.395 sec/step, elapsed 0:10:52, exp. remaining 0:13:39, complete 44.32%
train epoch 89, step 478, cost:ctc 5.466998203186336, cost:output/output_prob 5.111298235227736, error:ctc 0.8740875843213871, error:decision 0.0, error:output/output_prob 0.8521897742757574, loss 5796.9062, max_size:classes 50, max_size:data 1569, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.341 sec/step, elapsed 0:10:53, exp. remaining 0:13:35, complete 44.49%
train epoch 89, step 479, cost:ctc 5.5110620215533, cost:output/output_prob 5.264730370047573, error:ctc 0.8868613068480046, error:decision 0.0, error:output/output_prob 0.881386854336597, loss 5905.1343, max_size:classes 50, max_size:data 1618, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.414 sec/step, elapsed 0:10:55, exp. remaining 0:13:37, complete 44.49%
train epoch 89, step 480, cost:ctc 5.661089196912997, cost:output/output_prob 5.343809112207367, error:ctc 0.8907103770179674, error:decision 0.0, error:output/output_prob 0.8579234919743612, loss 6041.6895, max_size:classes 50, max_size:data 1633, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.514 sec/step, elapsed 0:10:57, exp. remaining 0:13:37, complete 44.57%
train epoch 89, step 481, cost:ctc 5.405340700212946, cost:output/output_prob 5.18512585728331, error:ctc 0.8956692880019546, error:decision 0.0, error:output/output_prob 0.8799212565645576, loss 5379.957, max_size:classes 49, max_size:data 1679, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.662 sec/step, elapsed 0:10:58, exp. remaining 0:13:36, complete 44.66%
train epoch 89, step 482, cost:ctc 5.338767253578908, cost:output/output_prob 5.2075934671083814, error:ctc 0.8819188298657535, error:decision 0.0, error:output/output_prob 0.8542435527779162, loss 5716.1274, max_size:classes 52, max_size:data 1550, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.282 sec/step, elapsed 0:11:00, exp. remaining 0:13:32, complete 44.82%
train epoch 89, step 483, cost:ctc 5.301765402522277, cost:output/output_prob 5.105061263855305, error:ctc 0.8765431833453475, error:decision 0.0, error:output/output_prob 0.8447971525602042, loss 5900.671, max_size:classes 55, max_size:data 1552, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.472 sec/step, elapsed 0:11:01, exp. remaining 0:13:34, complete 44.82%
train epoch 89, step 484, cost:ctc 5.45289284532032, cost:output/output_prob 5.309212038329178, error:ctc 0.8865619637072085, error:decision 0.0, error:output/output_prob 0.8830715622752904, loss 6166.686, max_size:classes 54, max_size:data 1621, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.490 sec/step, elapsed 0:11:03, exp. remaining 0:13:31, complete 44.99%
train epoch 89, step 485, cost:ctc 5.518920057346065, cost:output/output_prob 5.353988241413276, error:ctc 0.8910714335506782, error:decision 0.0, error:output/output_prob 0.8946428621420637, loss 6088.8286, max_size:classes 51, max_size:data 1588, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.315 sec/step, elapsed 0:11:04, exp. remaining 0:13:30, complete 45.08%
train epoch 89, step 486, cost:ctc 5.610048001523637, cost:output/output_prob 5.293341739542029, error:ctc 0.9031689972616732, error:decision 0.0, error:output/output_prob 0.8961267438717186, loss 6193.1255, max_size:classes 56, max_size:data 1612, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.401 sec/step, elapsed 0:11:06, exp. remaining 0:13:31, complete 45.08%
train epoch 89, step 487, cost:ctc 5.738670018224411, cost:output/output_prob 5.342976116942964, error:ctc 0.8863636264577507, error:decision 0.0, error:output/output_prob 0.856643347069621, loss 6338.7017, max_size:classes 53, max_size:data 1609, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.423 sec/step, elapsed 0:11:07, exp. remaining 0:13:30, complete 45.16%
train epoch 89, step 488, cost:ctc 5.685242602918322, cost:output/output_prob 5.381193354567529, error:ctc 0.9053571479162201, error:decision 0.0, error:output/output_prob 0.8821428620722145, loss 6197.204, max_size:classes 55, max_size:data 1635, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.464 sec/step, elapsed 0:11:09, exp. remaining 0:13:30, complete 45.25%
train epoch 89, step 489, cost:ctc 5.538742982430108, cost:output/output_prob 5.233080578750332, error:ctc 0.9067796502495185, error:decision 0.0, error:output/output_prob 0.889830497908406, loss 6355.376, max_size:classes 56, max_size:data 1627, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.546 sec/step, elapsed 0:11:11, exp. remaining 0:13:29, complete 45.33%

train epoch 134, step 170, cost:ctc 5.18487691584275, cost:output/output_prob 5.2182807791488415, error:ctc 0.8571428689174354, error:decision 0.0, error:output/output_prob 0.8746031866176054, loss 6553.9893, max_size:classes 56, max_size:data 1665, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.416 sec/step, elapsed 0:04:06, exp. remaining 0:21:43, complete 15.93%
train epoch 134, step 171, cost:ctc 5.268706735943624, cost:output/output_prob 5.216905816758242, error:ctc 0.8619582663523033, error:decision 0.0, error:output/output_prob 0.8940609950805083, loss 6532.5366, max_size:classes 56, max_size:data 1606, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.331 sec/step, elapsed 0:04:08, exp. remaining 0:21:41, complete 16.01%
train epoch 134, step 172, cost:ctc 5.373697096856574, cost:output/output_prob 5.311010266886939, error:ctc 0.857589975465089, error:decision 0.0, error:output/output_prob 0.857589975465089, loss 6827.5283, max_size:classes 60, max_size:data 1601, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.439 sec/step, elapsed 0:04:09, exp. remaining 0:21:49, complete 16.01%
train epoch 134, step 173, cost:ctc 5.271828124546118, cost:output/output_prob 5.242426450124412, error:ctc 0.8633440369740127, error:decision 0.0, error:output/output_prob 0.8601286029443144, loss 6539.866, max_size:classes 68, max_size:data 1680, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.457 sec/step, elapsed 0:04:11, exp. remaining 0:21:49, complete 16.10%
train epoch 134, step 174, cost:ctc 5.1718172414485934, cost:output/output_prob 5.248600616971942, error:ctc 0.8364779585972428, error:decision 0.0, error:output/output_prob 0.8883647492621093, loss 6627.3857, max_size:classes 61, max_size:data 1635, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.434 sec/step, elapsed 0:04:12, exp. remaining 0:21:50, complete 16.18%
train epoch 134, step 175, cost:ctc 5.542446334539021, cost:output/output_prob 5.268503457114207, error:ctc 0.8964992475230246, error:decision 0.0, error:output/output_prob 0.878234407166019, loss 7102.794, max_size:classes 61, max_size:data 1643, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.561 sec/step, elapsed 0:04:14, exp. remaining 0:21:52, complete 16.26%
train epoch 134, step 176, cost:ctc 5.533162626851009, cost:output/output_prob 5.24086472268894, error:ctc 0.8826087262714282, error:decision 0.0, error:output/output_prob 0.8695652475580573, loss 7434.0786, max_size:classes 64, max_size:data 1570, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.442 sec/step, elapsed 0:04:16, exp. remaining 0:21:52, complete 16.35%
train epoch 134, step 177, cost:ctc 5.539027349006915, cost:output/output_prob 5.40069218746271, error:ctc 0.8885672660544515, error:decision 0.0, error:output/output_prob 0.8929087999276817, loss 7559.3467, max_size:classes 66, max_size:data 1660, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.499 sec/step, elapsed 0:04:18, exp. remaining 0:21:47, complete 16.52%
train epoch 134, step 178, cost:ctc 5.588634278351492, cost:output/output_prob 5.177799239155547, error:ctc 0.8785046450793743, error:decision 0.0, error:output/output_prob 0.8738317480310798, loss 6912.051, max_size:classes 65, max_size:data 1687, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.470 sec/step, elapsed 0:04:20, exp. remaining 0:21:47, complete 16.60%
train epoch 134, step 179, cost:ctc 5.090500143419945, cost:output/output_prob 4.958588413721202, error:ctc 0.8458333774469793, error:decision 0.0, error:output/output_prob 0.8520833777729422, loss 4823.5625, max_size:classes 66, max_size:data 1641, mem_usage:GPU:0 9.1GB, num_seqs 8, 1.329 sec/step, elapsed 0:04:21, exp. remaining 0:21:48, complete 16.65%
train epoch 134, step 180, cost:ctc 5.5624098772641455, cost:output/output_prob 5.193052300503667, error:ctc 0.8944337568245829, error:decision 0.0, error:output/output_prob 0.8848368281032891, loss 5603.5957, max_size:classes 68, max_size:data 2249, mem_usage:GPU:0 9.1GB, num_seqs 8, 1.852 sec/step, elapsed 0:04:23, exp. remaining 0:21:52, complete 16.71%
train epoch 134, step 181, cost:ctc 5.397372321426531, cost:output/output_prob 5.152266479174841, error:ctc 0.8932968905428424, error:decision 0.0, error:output/output_prob 0.8823529776418582, loss 7711.7856, max_size:classes 67, max_size:data 1665, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.506 sec/step, elapsed 0:04:24, exp. remaining 0:21:52, complete 16.80%
train epoch 134, step 182, cost:ctc 5.4485716048149015, cost:output/output_prob 5.1516366887912, error:ctc 0.8848484568297863, error:decision 0.0, error:output/output_prob 0.8712120936252177, loss 6996.1377, max_size:classes 73, max_size:data 1674, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.564 sec/step, elapsed 0:04:26, exp. remaining 0:21:52, complete 16.88%
train epoch 134, step 183, cost:ctc 5.214270345260559, cost:output/output_prob 5.147429047034819, error:ctc 0.864661662490107, error:decision 0.0, error:output/output_prob 0.8796992566203697, loss 6890.5303, max_size:classes 67, max_size:data 1708, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.476 sec/step, elapsed 0:04:27, exp. remaining 0:21:52, complete 16.95%
train epoch 134, step 184, cost:ctc 5.478179745287662, cost:output/output_prob 5.2209183875702365, error:ctc 0.8819345571100712, error:decision 0.0, error:output/output_prob 0.8890469325706363, loss 7521.466, max_size:classes 71, max_size:data 1647, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.523 sec/step, elapsed 0:04:29, exp. remaining 0:21:52, complete 17.04%
train epoch 134, step 185, cost:ctc 5.2193677492416555, cost:output/output_prob 5.174475367530931, error:ctc 0.8640939637552947, error:decision 0.0, error:output/output_prob 0.8808724873233587, loss 6194.7305, max_size:classes 62, max_size:data 1694, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.355 sec/step, elapsed 0:04:30, exp. remaining 0:21:51, complete 17.12%
train epoch 134, step 186, cost:ctc 5.237003034358082, cost:output/output_prob 5.219432928714781, error:ctc 0.8613138617947698, error:decision 0.0, error:output/output_prob 0.8777372193289921, loss 5730.127, max_size:classes 61, max_size:data 1964, mem_usage:GPU:0 9.1GB, num_seqs 10, 1.530 sec/step, elapsed 0:04:32, exp. remaining 0:21:52, complete 17.19%
train epoch 134, step 187, cost:ctc 5.466261814734651, cost:output/output_prob 5.235115348423761, error:ctc 0.8649093710118905, error:decision 0.0, error:output/output_prob 0.8731466031167656, loss 6495.7363, max_size:classes 65, max_size:data 1703, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.397 sec/step, elapsed 0:04:33, exp. remaining 0:21:51, complete 17.27%
train epoch 134, step 188, cost:ctc 5.319602884493975, cost:output/output_prob 5.198575501633542, error:ctc 0.8797363888006657, error:decision 0.0, error:output/output_prob 0.8682042638538405, loss 6384.534, max_size:classes 60, max_size:data 1597, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.421 sec/step, elapsed 0:04:35, exp. remaining 0:21:51, complete 17.34%
train epoch 134, step 189, cost:ctc 5.407448047604703, cost:output/output_prob 5.268549932262204, error:ctc 0.8666666876524687, error:decision 0.0, error:output/output_prob 0.8633333542384207, loss 6405.5986, max_size:classes 57, max_size:data 1697, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.496 sec/step, elapsed 0:04:36, exp. remaining 0:21:51, complete 17.42%
train epoch 134, step 190, cost:ctc 5.2975205125797515, cost:output/output_prob 5.295659950831691, error:ctc 0.8443708601407707, error:decision 0.0, error:output/output_prob 0.8923841051291674, loss 6398.2812, max_size:classes 59, max_size:data 1678, mem_usage:GPU:0 9.1GB, num_seqs 11, 1.533 sec/step, elapsed 0:04:38, exp. remaining 0:21:51, complete 17.50%
train epoch 134, step 191, cost:ctc 5.242453618628588, cost:output/output_prob 5.295403007347204, error:ctc 0.8618524549528955, error:decision 0.0, error:output/output_prob 0.8822606187313794, loss 6712.6143, max_size:classes 59, max_size:data 1636, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.539 sec/step, elapsed 0:04:39, exp. remaining 0:21:51, complete 17.59%
train epoch 134, step 192, cost:ctc 5.169948209088944, cost:output/output_prob 5.194275050287161, error:ctc 0.8548124060034753, error:decision 0.0, error:output/output_prob 0.884176190942526, loss 6353.2686, max_size:classes 57, max_size:data 1663, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.611 sec/step, elapsed 0:04:41, exp. remaining 0:21:50, complete 17.67%
train epoch 134, step 193, cost:ctc 5.267415640758003, cost:output/output_prob 5.1954028915203025, error:ctc 0.863414614344947, error:decision 0.0, error:output/output_prob 0.8813007927965373, loss 6434.634, max_size:classes 58, max_size:data 1581, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.445 sec/step, elapsed 0:04:42, exp. remaining 0:21:42, complete 17.84%
train epoch 134, step 194, cost:ctc 5.258703692906266, cost:output/output_prob 5.249828078952675, error:ctc 0.8595317655708642, error:decision 0.0, error:output/output_prob 0.8795986550394447, loss 6284.102, max_size:classes 56, max_size:data 1633, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.500 sec/step, elapsed 0:04:44, exp. remaining 0:21:41, complete 17.93%
train epoch 134, step 195, cost:ctc 5.053448602883634, cost:output/output_prob 5.1921960643386456, error:ctc 0.8360927144531161, error:decision 0.0, error:output/output_prob 0.8741721846163273, loss 6188.369, max_size:classes 54, max_size:data 1571, mem_usage:GPU:0 9.1GB, num_seqs 12, 1.442 sec/step, elapsed 0:04:45, exp. remaining 0:21:40, complete 18.01%