Task 8806261
| Name | ParityModified-1634617545-20944-2_1 |
| Workunit | 6027782 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:52:09 UTC |
| Report deadline | 15 Nov 2021, 21:52:09 UTC |
| Received | 8 Nov 2021, 23:29:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11712 |
| Run time | 1 hours 36 min 56 sec |
| CPU time | 1 hours 36 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,826.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.71 GB |
| Peak swap size | 44.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 853.58 ms [2021-11-08 18:00:10 main:581] : INFO : Epoch 1538 | loss: 0.0311222 | val_loss: 0.0312046 | Time: 2872.59 ms [2021-11-08 18:00:13 main:581] : INFO : Epoch 1539 | loss: 0.0311215 | val_loss: 0.0311979 | Time: 2876.04 ms [2021-11-08 18:00:15 main:581] : INFO : Epoch 1540 | loss: 0.0311214 | val_loss: 0.0312112 | Time: 2791.36 ms [2021-11-08 18:00:18 main:581] : INFO : Epoch 1541 | loss: 0.0311197 | val_loss: 0.0312018 | Time: 2856.91 ms [2021-11-08 18:00:21 main:581] : INFO : Epoch 1542 | loss: 0.0311177 | val_loss: 0.0312043 | Time: 2834.82 ms [2021-11-08 18:00:24 main:581] : INFO : Epoch 1543 | loss: 0.0311194 | val_loss: 0.0312005 | Time: 2819.02 ms [2021-11-08 18:00:27 main:581] : INFO : Epoch 1544 | loss: 0.0311167 | val_loss: 0.0312142 | Time: 2891.9 ms [2021-11-08 18:00:30 main:581] : INFO : Epoch 1545 | loss: 0.0311175 | val_loss: 0.0312 | Time: 2882.61 ms [2021-11-08 18:00:33 main:581] : INFO : Epoch 1546 | loss: 0.0311135 | val_loss: 0.0312094 | Time: 2882.11 ms [2021-11-08 18:00:35 main:581] : INFO : Epoch 1547 | loss: 0.0311222 | val_loss: 0.0311979 | Time: 2833.26 ms [2021-11-08 18:00:38 main:581] : INFO : Epoch 1548 | loss: 0.0311216 | val_loss: 0.0311992 | Time: 2768.17 ms [2021-11-08 18:00:41 main:581] : INFO : Epoch 1549 | loss: 0.0311131 | val_loss: 0.0312114 | Time: 2746.96 ms [2021-11-08 18:00:44 main:581] : INFO : Epoch 1550 | loss: 0.0311177 | val_loss: 0.0311981 | Time: 2889.18 ms [2021-11-08 18:00:47 main:581] : INFO : Epoch 1551 | loss: 0.0311152 | val_loss: 0.0311993 | Time: 2887.79 ms [2021-11-08 18:00:50 main:581] : INFO : Epoch 1552 | loss: 0.0311149 | val_loss: 0.0312067 | Time: 2857.24 ms [2021-11-08 18:00:52 main:581] : INFO : Epoch 1553 | loss: 0.0311122 | val_loss: 0.0312005 | Time: 2868.82 ms [2021-11-08 18:00:55 main:581] : INFO : Epoch 1554 | loss: 0.0311143 | val_loss: 0.0312297 | Time: 2846.74 ms [2021-11-08 18:00:58 main:581] : INFO : Epoch 1555 | loss: 0.031116 | val_loss: 0.0312134 | Time: 2815.08 ms [2021-11-08 18:01:01 main:581] : INFO : Epoch 1556 | loss: 0.0311135 | val_loss: 0.0312149 | Time: 2845.01 ms [2021-11-08 18:01:04 main:581] : INFO : Epoch 1557 | loss: 0.0311158 | val_loss: 0.0312052 | Time: 2872.63 ms [2021-11-08 18:01:07 main:581] : INFO : Epoch 1558 | loss: 0.0311162 | val_loss: 0.0312303 | Time: 2821.03 ms [2021-11-08 18:01:09 main:581] : INFO : Epoch 1559 | loss: 0.0311161 | val_loss: 0.0312083 | Time: 2834.99 ms [2021-11-08 18:01:12 main:581] : INFO : Epoch 1560 | loss: 0.0311131 | val_loss: 0.0312058 | Time: 2842.63 ms [2021-11-08 18:01:15 main:581] : INFO : Epoch 1561 | loss: 0.0311242 | val_loss: 0.031199 | Time: 2786.21 ms [2021-11-08 18:01:18 main:581] : INFO : Epoch 1562 | loss: 0.0311425 | val_loss: 0.0311959 | Time: 2874.6 ms [2021-11-08 18:01:21 main:581] : INFO : Epoch 1563 | loss: 0.0311313 | val_loss: 0.0311994 | Time: 2803.47 ms [2021-11-08 18:01:24 main:581] : INFO : Epoch 1564 | loss: 0.0311262 | val_loss: 0.031197 | Time: 2880.94 ms [2021-11-08 18:01:26 main:581] : INFO : Epoch 1565 | loss: 0.0311271 | val_loss: 0.0312049 | Time: 2852.86 ms [2021-11-08 18:01:29 main:581] : INFO : Epoch 1566 | loss: 0.031117 | val_loss: 0.0312001 | Time: 2786.79 ms [2021-11-08 18:01:32 main:581] : INFO : Epoch 1567 | loss: 0.0311158 | val_loss: 0.0312075 | Time: 2796.81 ms [2021-11-08 18:01:35 main:581] : INFO : Epoch 1568 | loss: 0.0311166 | val_loss: 0.0312013 | Time: 2772 ms [2021-11-08 18:01:38 main:581] : INFO : Epoch 1569 | loss: 0.0311147 | val_loss: 0.0312066 | Time: 2771.78 ms [2021-11-08 18:01:40 main:581] : INFO : Epoch 1570 | loss: 0.031118 | val_loss: 0.0312205 | Time: 2835.04 ms [2021-11-08 18:01:43 main:581] : INFO : Epoch 1571 | loss: 0.0311155 | val_loss: 0.0312173 | Time: 2870.47 ms [2021-11-08 18:01:46 main:581] : INFO : Epoch 1572 | loss: 0.031115 | val_loss: 0.0312048 | Time: 2754.35 ms [2021-11-08 18:01:49 main:581] : INFO : Epoch 1573 | loss: 0.0311094 | val_loss: 0.0312215 | Time: 2872.28 ms [2021-11-08 18:01:52 main:581] : INFO : Epoch 1574 | loss: 0.0311087 | val_loss: 0.0312077 | Time: 2868.95 ms [2021-11-08 18:01:55 main:581] : INFO : Epoch 1575 | loss: 0.0311108 | val_loss: 0.0312224 | Time: 2871.4 ms [2021-11-08 18:01:58 main:581] : INFO : Epoch 1576 | loss: 0.0311122 | val_loss: 0.0312052 | Time: 2887.71 ms [2021-11-08 18:02:00 main:581] : INFO : Epoch 1577 | loss: 0.0311145 | val_loss: 0.0312025 | Time: 2781.89 ms [2021-11-08 18:02:03 main:581] : INFO : Epoch 1578 | loss: 0.0311133 | val_loss: 0.0312059 | Time: 2873.39 ms [2021-11-08 18:02:06 main:581] : INFO : Epoch 1579 | loss: 0.0311144 | val_loss: 0.0312272 | Time: 2842.18 ms [2021-11-08 18:02:09 main:581] : INFO : Epoch 1580 | loss: 0.031123 | val_loss: 0.0312061 | Time: 2873.9 ms [2021-11-08 18:02:12 main:581] : INFO : Epoch 1581 | loss: 0.0311161 | val_loss: 0.0312091 | Time: 2811.89 ms [2021-11-08 18:02:15 main:581] : INFO : Epoch 1582 | loss: 0.0311128 | val_loss: 0.0311992 | Time: 2848.97 ms [2021-11-08 18:02:17 main:581] : INFO : Epoch 1583 | loss: 0.0311087 | val_loss: 0.0312079 | Time: 2789.38 ms [2021-11-08 18:02:20 main:581] : INFO : Epoch 1584 | loss: 0.0311072 | val_loss: 0.0312204 | Time: 2853.45 ms [2021-11-08 18:02:23 main:581] : INFO : Epoch 1585 | loss: 0.0311121 | val_loss: 0.0312102 | Time: 2883.52 ms [2021-11-08 18:02:26 main:581] : INFO : Epoch 1586 | loss: 0.0311092 | val_loss: 0.0312134 | Time: 2801.67 ms [2021-11-08 18:02:29 main:581] : INFO : Epoch 1587 | loss: 0.0311071 | val_loss: 0.0312055 | Time: 2880.98 ms [2021-11-08 18:02:32 main:581] : INFO : Epoch 1588 | loss: 0.0311116 | val_loss: 0.0312123 | Time: 2728.76 ms [2021-11-08 18:02:34 main:581] : INFO : Epoch 1589 | loss: 0.0311095 | val_loss: 0.0312052 | Time: 2867.4 ms [2021-11-08 18:02:37 main:581] : INFO : Epoch 1590 | loss: 0.0311092 | val_loss: 0.0312085 | Time: 2909.52 ms [2021-11-08 18:02:40 main:581] : INFO : Epoch 1591 | loss: 0.0311126 | val_loss: 0.03121 | Time: 2782.16 ms [2021-11-08 18:02:43 main:581] : INFO : Epoch 1592 | loss: 0.0311151 | val_loss: 0.0312114 | Time: 2761.08 ms [2021-11-08 18:02:46 main:581] : INFO : Epoch 1593 | loss: 0.0311108 | val_loss: 0.0312108 | Time: 2841.26 ms [2021-11-08 18:02:49 main:581] : INFO : Epoch 1594 | loss: 0.0311135 | val_loss: 0.0312045 | Time: 2885.63 ms [2021-11-08 18:02:51 main:581] : INFO : Epoch 1595 | loss: 0.0311153 | val_loss: 0.0312104 | Time: 2847.42 ms [2021-11-08 18:02:54 main:581] : INFO : Epoch 1596 | loss: 0.0311141 | val_loss: 0.0312113 | Time: 2868.43 ms [2021-11-08 18:02:57 main:581] : INFO : Epoch 1597 | loss: 0.0311127 | val_loss: 0.0312081 | Time: 2896.76 ms [2021-11-08 18:03:00 main:581] : INFO : Epoch 1598 | loss: 0.0311148 | val_loss: 0.0312109 | Time: 2860.11 ms [2021-11-08 18:03:03 main:581] : INFO : Epoch 1599 | loss: 0.0311116 | val_loss: 0.0312119 | Time: 2791.41 ms [2021-11-08 18:03:06 main:581] : INFO : Epoch 1600 | loss: 0.0311121 | val_loss: 0.0312047 | Time: 2847.34 ms [2021-11-08 18:03:09 main:581] : INFO : Epoch 1601 | loss: 0.0311149 | val_loss: 0.0312111 | Time: 2834.34 ms [2021-11-08 18:03:11 main:581] : INFO : Epoch 1602 | loss: 0.0311142 | val_loss: 0.0312041 | Time: 2843.53 ms [2021-11-08 18:03:14 main:581] : INFO : Epoch 1603 | loss: 0.0311159 | val_loss: 0.0312091 | Time: 2876.95 ms [2021-11-08 18:03:17 main:581] : INFO : Epoch 1604 | loss: 0.0311201 | val_loss: 0.0311971 | Time: 2887.81 ms [2021-11-08 18:03:20 main:581] : INFO : Epoch 1605 | loss: 0.0311232 | val_loss: 0.0312099 | Time: 2818.32 ms [2021-11-08 18:03:23 main:581] : INFO : Epoch 1606 | loss: 0.0311192 | val_loss: 0.0311973 | Time: 2795.31 ms [2021-11-08 18:03:26 main:581] : INFO : Epoch 1607 | loss: 0.031157 | val_loss: 0.0311843 | Time: 2798.16 ms [2021-11-08 18:03:28 main:581] : INFO : Epoch 1608 | loss: 0.0311565 | val_loss: 0.0311851 | Time: 2765.9 ms [2021-11-08 18:03:31 main:581] : INFO : Epoch 1609 | loss: 0.0311502 | val_loss: 0.0311839 | Time: 2797.2 ms [2021-11-08 18:03:34 main:581] : INFO : Epoch 1610 | loss: 0.0311414 | val_loss: 0.0311855 | Time: 2808.31 ms [2021-11-08 18:03:37 main:581] : INFO : Epoch 1611 | loss: 0.0311367 | val_loss: 0.0311907 | Time: 2857.37 ms [2021-11-08 18:03:40 main:581] : INFO : Epoch 1612 | loss: 0.0311324 | val_loss: 0.0311966 | Time: 2815.77 ms [2021-11-08 18:03:43 main:581] : INFO : Epoch 1613 | loss: 0.0311267 | val_loss: 0.0312089 | Time: 2895.15 ms [2021-11-08 18:03:45 main:581] : INFO : Epoch 1614 | loss: 0.0311281 | val_loss: 0.0311993 | Time: 2776.58 ms [2021-11-08 18:03:48 main:581] : INFO : Epoch 1615 | loss: 0.0311283 | val_loss: 0.0311944 | Time: 2885.44 ms [2021-11-08 18:03:51 main:581] : INFO : Epoch 1616 | loss: 0.0311263 | val_loss: 0.0312029 | Time: 2849.67 ms [2021-11-08 18:03:54 main:581] : INFO : Epoch 1617 | loss: 0.0311173 | val_loss: 0.031187 | Time: 2827.06 ms [2021-11-08 18:03:57 main:581] : INFO : Epoch 1618 | loss: 0.0311213 | val_loss: 0.0312075 | Time: 2881.16 ms [2021-11-08 18:04:00 main:581] : INFO : Epoch 1619 | loss: 0.0311174 | val_loss: 0.031204 | Time: 2887.04 ms [2021-11-08 18:04:02 main:581] : INFO : Epoch 1620 | loss: 0.0311201 | val_loss: 0.0312065 | Time: 2849.9 ms [2021-11-08 18:04:05 main:581] : INFO : Epoch 1621 | loss: 0.031117 | val_loss: 0.0312083 | Time: 2798.59 ms [2021-11-08 18:04:08 main:581] : INFO : Epoch 1622 | loss: 0.0311204 | val_loss: 0.0312022 | Time: 2888.54 ms [2021-11-08 18:04:11 main:581] : INFO : Epoch 1623 | loss: 0.0311158 | val_loss: 0.0312081 | Time: 2851.29 ms [2021-11-08 18:04:14 main:581] : INFO : Epoch 1624 | loss: 0.0311088 | val_loss: 0.0312151 | Time: 2870.33 ms [2021-11-08 18:04:17 main:581] : INFO : Epoch 1625 | loss: 0.0311297 | val_loss: 0.0312029 | Time: 2890.59 ms [2021-11-08 18:04:20 main:581] : INFO : Epoch 1626 | loss: 0.0311245 | val_loss: 0.0311969 | Time: 2844.82 ms [2021-11-08 18:04:23 main:581] : INFO : Epoch 1627 | loss: 0.0311239 | val_loss: 0.0311944 | Time: 2891.58 ms [2021-11-08 18:04:25 main:581] : INFO : Epoch 1628 | loss: 0.0311175 | val_loss: 0.0312004 | Time: 2852.99 ms [2021-11-08 18:04:28 main:581] : INFO : Epoch 1629 | loss: 0.0311147 | val_loss: 0.0312159 | Time: 2822.9 ms [2021-11-08 18:04:31 main:581] : INFO : Epoch 1630 | loss: 0.0311136 | val_loss: 0.031201 | Time: 2833.99 ms [2021-11-08 18:04:34 main:581] : INFO : Epoch 1631 | loss: 0.0311102 | val_loss: 0.0312232 | Time: 2875.55 ms [2021-11-08 18:04:37 main:581] : INFO : Epoch 1632 | loss: 0.0311117 | val_loss: 0.0312073 | Time: 2875.33 ms [2021-11-08 18:04:40 main:581] : INFO : Epoch 1633 | loss: 0.0311115 | val_loss: 0.0312096 | Time: 2851.04 ms [2021-11-08 18:04:43 main:581] : INFO : Epoch 1634 | loss: 0.0311151 | val_loss: 0.0312036 | Time: 2860.12 ms [2021-11-08 18:04:45 main:581] : INFO : Epoch 1635 | loss: 0.0311105 | val_loss: 0.0312227 | Time: 2844.3 ms [2021-11-08 18:04:48 main:581] : INFO : Epoch 1636 | loss: 0.0311067 | val_loss: 0.0311981 | Time: 2822.32 ms [2021-11-08 18:04:51 main:581] : INFO : Epoch 1637 | loss: 0.0311077 | val_loss: 0.0312138 | Time: 2848.95 ms [2021-11-08 18:04:54 main:581] : INFO : Epoch 1638 | loss: 0.0311147 | val_loss: 0.031211 | Time: 2772.49 ms [2021-11-08 18:04:57 main:581] : INFO : Epoch 1639 | loss: 0.031113 | val_loss: 0.0312008 | Time: 2742.22 ms [2021-11-08 18:04:59 main:581] : INFO : Epoch 1640 | loss: 0.0311157 | val_loss: 0.0312103 | Time: 2898.15 ms [2021-11-08 18:05:02 main:581] : INFO : Epoch 1641 | loss: 0.031113 | val_loss: 0.0312146 | Time: 2898.4 ms [2021-11-08 18:05:05 main:581] : INFO : Epoch 1642 | loss: 0.0311296 | val_loss: 0.0312029 | Time: 2818.1 ms [2021-11-08 18:05:08 main:581] : INFO : Epoch 1643 | loss: 0.0311263 | val_loss: 0.031217 | Time: 2900.51 ms [2021-11-08 18:05:11 main:581] : INFO : Epoch 1644 | loss: 0.0311176 | val_loss: 0.0312272 | Time: 2768.79 ms [2021-11-08 18:05:14 main:581] : INFO : Epoch 1645 | loss: 0.0311135 | val_loss: 0.0312061 | Time: 2816.68 ms [2021-11-08 18:05:16 main:581] : INFO : Epoch 1646 | loss: 0.0311194 | val_loss: 0.0312049 | Time: 2790.58 ms [2021-11-08 18:05:19 main:581] : INFO : Epoch 1647 | loss: 0.0311173 | val_loss: 0.0312059 | Time: 2814.57 ms [2021-11-08 18:05:22 main:581] : INFO : Epoch 1648 | loss: 0.0311124 | val_loss: 0.0312029 | Time: 2835.11 ms [2021-11-08 18:05:25 main:581] : INFO : Epoch 1649 | loss: 0.0311164 | val_loss: 0.0312079 | Time: 2881.59 ms [2021-11-08 18:05:28 main:581] : INFO : Epoch 1650 | loss: 0.0311198 | val_loss: 0.0312127 | Time: 2838.74 ms [2021-11-08 18:05:31 main:581] : INFO : Epoch 1651 | loss: 0.0354487 | val_loss: 0.0329051 | Time: 2792.62 ms [2021-11-08 18:05:33 main:581] : INFO : Epoch 1652 | loss: 0.03778 | val_loss: 0.0324959 | Time: 2767.76 ms [2021-11-08 18:05:36 main:581] : INFO : Epoch 1653 | loss: 0.031529 | val_loss: 0.0313774 | Time: 2780.57 ms [2021-11-08 18:05:39 main:581] : INFO : Epoch 1654 | loss: 0.0312954 | val_loss: 0.0312614 | Time: 2874.32 ms [2021-11-08 18:05:42 main:581] : INFO : Epoch 1655 | loss: 0.0312594 | val_loss: 0.0312556 | Time: 2785.58 ms [2021-11-08 18:05:45 main:581] : INFO : Epoch 1656 | loss: 0.0312532 | val_loss: 0.0312517 | Time: 2886.87 ms [2021-11-08 18:05:48 main:581] : INFO : Epoch 1657 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 2884.26 ms [2021-11-08 18:05:50 main:581] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2808.88 ms [2021-11-08 18:05:53 main:581] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2891.4 ms [2021-11-08 18:05:56 main:581] : INFO : Epoch 1660 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2864.67 ms [2021-11-08 18:05:59 main:581] : INFO : Epoch 1661 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2836.85 ms [2021-11-08 18:06:02 main:581] : INFO : Epoch 1662 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 2870.18 ms [2021-11-08 18:06:05 main:581] : INFO : Epoch 1663 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2841.05 ms [2021-11-08 18:06:07 main:581] : INFO : Epoch 1664 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 2790.54 ms [2021-11-08 18:06:10 main:581] : INFO : Epoch 1665 | loss: 0.0312443 | val_loss: 0.0312432 | Time: 2782.41 ms [2021-11-08 18:06:13 main:581] : INFO : Epoch 1666 | loss: 0.0312433 | val_loss: 0.0312409 | Time: 2818.73 ms [2021-11-08 18:06:16 main:581] : INFO : Epoch 1667 | loss: 0.0312408 | val_loss: 0.0312383 | Time: 2811.73 ms [2021-11-08 18:06:19 main:581] : INFO : Epoch 1668 | loss: 0.0312377 | val_loss: 0.0312345 | Time: 2771.93 ms [2021-11-08 18:06:21 main:581] : INFO : Epoch 1669 | loss: 0.0312358 | val_loss: 0.0312323 | Time: 2725.04 ms [2021-11-08 18:06:24 main:581] : INFO : Epoch 1670 | loss: 0.031234 | val_loss: 0.0312316 | Time: 2864.91 ms [2021-11-08 18:06:27 main:581] : INFO : Epoch 1671 | loss: 0.0312329 | val_loss: 0.0312284 | Time: 2832.82 ms [2021-11-08 18:06:30 main:581] : INFO : Epoch 1672 | loss: 0.0312307 | val_loss: 0.0312264 | Time: 2829.65 ms [2021-11-08 18:06:33 main:581] : INFO : Epoch 1673 | loss: 0.031227 | val_loss: 0.031224 | Time: 2837.94 ms [2021-11-08 18:06:36 main:581] : INFO : Epoch 1674 | loss: 0.0312221 | val_loss: 0.0312176 | Time: 2849.47 ms [2021-11-08 18:06:39 main:581] : INFO : Epoch 1675 | loss: 0.0312171 | val_loss: 0.0312168 | Time: 2898.16 ms [2021-11-08 18:06:41 main:581] : INFO : Epoch 1676 | loss: 0.0312158 | val_loss: 0.0312142 | Time: 2844.82 ms [2021-11-08 18:06:44 main:581] : INFO : Epoch 1677 | loss: 0.0312125 | val_loss: 0.0312083 | Time: 2885.75 ms [2021-11-08 18:06:47 main:581] : INFO : Epoch 1678 | loss: 0.0312095 | val_loss: 0.031209 | Time: 2838.01 ms [2021-11-08 18:06:50 main:581] : INFO : Epoch 1679 | loss: 0.0312065 | val_loss: 0.0312026 | Time: 2886.27 ms [2021-11-08 18:06:53 main:581] : INFO : Epoch 1680 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 2891.38 ms [2021-11-08 18:06:56 main:581] : INFO : Epoch 1681 | loss: 0.0312007 | val_loss: 0.0311991 | Time: 2848.84 ms [2021-11-08 18:06:59 main:581] : INFO : Epoch 1682 | loss: 0.0312016 | val_loss: 0.0311962 | Time: 2834.2 ms [2021-11-08 18:07:01 main:581] : INFO : Epoch 1683 | loss: 0.031201 | val_loss: 0.031195 | Time: 2845.5 ms [2021-11-08 18:07:04 main:581] : INFO : Epoch 1684 | loss: 0.0311983 | val_loss: 0.0311953 | Time: 2869.44 ms [2021-11-08 18:07:07 main:581] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.031194 | Time: 2888.83 ms [2021-11-08 18:07:10 main:581] : INFO : Epoch 1686 | loss: 0.0311965 | val_loss: 0.0311954 | Time: 2822.93 ms [2021-11-08 18:07:13 main:581] : INFO : Epoch 1687 | loss: 0.0311943 | val_loss: 0.0311875 | Time: 2843.3 ms [2021-11-08 18:07:16 main:581] : INFO : Epoch 1688 | loss: 0.0311929 | val_loss: 0.0311872 | Time: 2827.81 ms [2021-11-08 18:07:18 main:581] : INFO : Epoch 1689 | loss: 0.0311934 | val_loss: 0.0311909 | Time: 2809.44 ms [2021-11-08 18:07:21 main:581] : INFO : Epoch 1690 | loss: 0.0311918 | val_loss: 0.0311858 | Time: 2786.22 ms [2021-11-08 18:07:24 main:581] : INFO : Epoch 1691 | loss: 0.0311903 | val_loss: 0.0311852 | Time: 2881.04 ms [2021-11-08 18:07:27 main:581] : INFO : Epoch 1692 | loss: 0.0311914 | val_loss: 0.031192 | Time: 2790.38 ms [2021-11-08 18:07:30 main:581] : INFO : Epoch 1693 | loss: 0.0311923 | val_loss: 0.0311851 | Time: 2901.28 ms [2021-11-08 18:07:33 main:581] : INFO : Epoch 1694 | loss: 0.0311914 | val_loss: 0.0311864 | Time: 2826.19 ms [2021-11-08 18:07:36 main:581] : INFO : Epoch 1695 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 2870.55 ms [2021-11-08 18:07:38 main:581] : INFO : Epoch 1696 | loss: 0.0311904 | val_loss: 0.0311843 | Time: 2794.69 ms [2021-11-08 18:07:41 main:581] : INFO : Epoch 1697 | loss: 0.0311884 | val_loss: 0.0311842 | Time: 2845.92 ms [2021-11-08 18:07:44 main:581] : INFO : Epoch 1698 | loss: 0.0311916 | val_loss: 0.031193 | Time: 2871.96 ms [2021-11-08 18:07:47 main:581] : INFO : Epoch 1699 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 2859.32 ms [2021-11-08 18:07:50 main:581] : INFO : Epoch 1700 | loss: 0.0311883 | val_loss: 0.0311844 | Time: 2902.13 ms [2021-11-08 18:07:53 main:581] : INFO : Epoch 1701 | loss: 0.0311882 | val_loss: 0.0311848 | Time: 2856.05 ms [2021-11-08 18:07:55 main:581] : INFO : Epoch 1702 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 2716.24 ms [2021-11-08 18:07:58 main:581] : INFO : Epoch 1703 | loss: 0.031194 | val_loss: 0.0311924 | Time: 2833.83 ms [2021-11-08 18:08:01 main:581] : INFO : Epoch 1704 | loss: 0.0311894 | val_loss: 0.0311834 | Time: 2744.88 ms [2021-11-08 18:08:04 main:581] : INFO : Epoch 1705 | loss: 0.0311867 | val_loss: 0.0311831 | Time: 2872.35 ms [2021-11-08 18:08:07 main:581] : INFO : Epoch 1706 | loss: 0.0311888 | val_loss: 0.031182 | Time: 2841.65 ms [2021-11-08 18:08:10 main:581] : INFO : Epoch 1707 | loss: 0.0311861 | val_loss: 0.0311824 | Time: 2870.34 ms [2021-11-08 18:08:12 main:581] : INFO : Epoch 1708 | loss: 0.0311863 | val_loss: 0.0311811 | Time: 2904.62 ms [2021-11-08 18:08:15 main:581] : INFO : Epoch 1709 | loss: 0.0311856 | val_loss: 0.0311814 | Time: 2892.36 ms [2021-11-08 18:08:18 main:581] : INFO : Epoch 1710 | loss: 0.031186 | val_loss: 0.031181 | Time: 2823.11 ms [2021-11-08 18:08:21 main:581] : INFO : Epoch 1711 | loss: 0.031185 | val_loss: 0.0311819 | Time: 2776.4 ms [2021-11-08 18:08:24 main:581] : INFO : Epoch 1712 | loss: 0.0311844 | val_loss: 0.0311809 | Time: 2819.2 ms [2021-11-08 18:08:26 main:581] : INFO : Epoch 1713 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 2719.64 ms [2021-11-08 18:08:29 main:581] : INFO : Epoch 1714 | loss: 0.031184 | val_loss: 0.0311804 | Time: 2870.01 ms [2021-11-08 18:08:32 main:581] : INFO : Epoch 1715 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 2891.03 ms [2021-11-08 18:08:35 main:581] : INFO : Epoch 1716 | loss: 0.0311848 | val_loss: 0.0311807 | Time: 2864.84 ms [2021-11-08 18:08:38 main:581] : INFO : Epoch 1717 | loss: 0.0311845 | val_loss: 0.0311805 | Time: 2882.52 ms [2021-11-08 18:08:41 main:581] : INFO : Epoch 1718 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 2835.78 ms [2021-11-08 18:08:44 main:581] : INFO : Epoch 1719 | loss: 0.031183 | val_loss: 0.03118 | Time: 2830.01 ms [2021-11-08 18:08:46 main:581] : INFO : Epoch 1720 | loss: 0.031184 | val_loss: 0.0311838 | Time: 2829.44 ms [2021-11-08 18:08:49 main:581] : INFO : Epoch 1721 | loss: 0.031183 | val_loss: 0.0311824 | Time: 2865.03 ms [2021-11-08 18:08:52 main:581] : INFO : Epoch 1722 | loss: 0.0311826 | val_loss: 0.0311792 | Time: 2895.98 ms [2021-11-08 18:08:55 main:581] : INFO : Epoch 1723 | loss: 0.0311826 | val_loss: 0.0311805 | Time: 2765.12 ms [2021-11-08 18:08:58 main:581] : INFO : Epoch 1724 | loss: 0.0311829 | val_loss: 0.0311788 | Time: 2888.87 ms [2021-11-08 18:09:01 main:581] : INFO : Epoch 1725 | loss: 0.0311833 | val_loss: 0.0311813 | Time: 2829.74 ms [2021-11-08 18:09:04 main:581] : INFO : Epoch 1726 | loss: 0.0311841 | val_loss: 0.0311891 | Time: 2879.41 ms [2021-11-08 18:09:06 main:581] : INFO : Epoch 1727 | loss: 0.0311851 | val_loss: 0.0311824 | Time: 2796.23 ms [2021-11-08 18:09:09 main:581] : INFO : Epoch 1728 | loss: 0.0311825 | val_loss: 0.0311782 | Time: 2865 ms [2021-11-08 18:09:12 main:581] : INFO : Epoch 1729 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 2874.15 ms [2021-11-08 18:09:15 main:581] : INFO : Epoch 1730 | loss: 0.0311824 | val_loss: 0.0311784 | Time: 2874.13 ms [2021-11-08 18:09:18 main:581] : INFO : Epoch 1731 | loss: 0.031181 | val_loss: 0.0311793 | Time: 2894.42 ms [2021-11-08 18:09:21 main:581] : INFO : Epoch 1732 | loss: 0.0311818 | val_loss: 0.0311803 | Time: 2817.29 ms [2021-11-08 18:09:24 main:581] : INFO : Epoch 1733 | loss: 0.0311815 | val_loss: 0.0311759 | Time: 2887.91 ms [2021-11-08 18:09:26 main:581] : INFO : Epoch 1734 | loss: 0.0311798 | val_loss: 0.0311771 | Time: 2841.34 ms [2021-11-08 18:09:29 main:581] : INFO : Epoch 1735 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 2821.26 ms [2021-11-08 18:09:32 main:581] : INFO : Epoch 1736 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 2878.1 ms [2021-11-08 18:09:35 main:581] : INFO : Epoch 1737 | loss: 0.031179 | val_loss: 0.0311763 | Time: 2833.91 ms [2021-11-08 18:09:38 main:581] : INFO : Epoch 1738 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 2782.79 ms [2021-11-08 18:09:41 main:581] : INFO : Epoch 1739 | loss: 0.0311806 | val_loss: 0.0311778 | Time: 2851.53 ms [2021-11-08 18:09:43 main:581] : INFO : Epoch 1740 | loss: 0.0311815 | val_loss: 0.0311771 | Time: 2806.29 ms [2021-11-08 18:09:46 main:581] : INFO : Epoch 1741 | loss: 0.0311798 | val_loss: 0.0311754 | Time: 2837.7 ms [2021-11-08 18:09:49 main:581] : INFO : Epoch 1742 | loss: 0.0311823 | val_loss: 0.0311751 | Time: 2877.1 ms [2021-11-08 18:09:52 main:581] : INFO : Epoch 1743 | loss: 0.0311792 | val_loss: 0.0311755 | Time: 2900.69 ms [2021-11-08 18:09:55 main:581] : INFO : Epoch 1744 | loss: 0.0311785 | val_loss: 0.0311744 | Time: 2894.24 ms [2021-11-08 18:09:58 main:581] : INFO : Epoch 1745 | loss: 0.0311777 | val_loss: 0.0311754 | Time: 2885.67 ms [2021-11-08 18:10:01 main:581] : INFO : Epoch 1746 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 2785.6 ms [2021-11-08 18:10:03 main:581] : INFO : Epoch 1747 | loss: 0.0311856 | val_loss: 0.0311755 | Time: 2867.42 ms [2021-11-08 18:10:06 main:581] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311781 | Time: 2850.65 ms [2021-11-08 18:10:09 main:581] : INFO : Epoch 1749 | loss: 0.0311799 | val_loss: 0.0311765 | Time: 2879.72 ms [2021-11-08 18:10:12 main:581] : INFO : Epoch 1750 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 2885.74 ms [2021-11-08 18:10:15 main:581] : INFO : Epoch 1751 | loss: 0.0311788 | val_loss: 0.0311761 | Time: 2877.46 ms [2021-11-08 18:10:18 main:581] : INFO : Epoch 1752 | loss: 0.031176 | val_loss: 0.0311755 | Time: 2799.99 ms [2021-11-08 18:10:21 main:581] : INFO : Epoch 1753 | loss: 0.0311761 | val_loss: 0.031178 | Time: 2845.82 ms [2021-11-08 18:10:23 main:581] : INFO : Epoch 1754 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 2862.06 ms [2021-11-08 18:10:26 main:581] : INFO : Epoch 1755 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 2822.31 ms [2021-11-08 18:10:29 main:581] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 2875.06 ms [2021-11-08 18:10:32 main:581] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311732 | Time: 2852.62 ms [2021-11-08 18:10:35 main:581] : INFO : Epoch 1758 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 2849.21 ms [2021-11-08 18:10:38 main:581] : INFO : Epoch 1759 | loss: 0.031174 | val_loss: 0.0311755 | Time: 2790.99 ms [2021-11-08 18:10:41 main:581] : INFO : Epoch 1760 | loss: 0.0311736 | val_loss: 0.0311729 | Time: 2869.63 ms [2021-11-08 18:10:43 main:581] : INFO : Epoch 1761 | loss: 0.031175 | val_loss: 0.031174 | Time: 2883.76 ms [2021-11-08 18:10:46 main:581] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.031174 | Time: 2740.75 ms [2021-11-08 18:10:49 main:581] : INFO : Epoch 1763 | loss: 0.0311748 | val_loss: 0.031176 | Time: 2881.4 ms [2021-11-08 18:10:52 main:581] : INFO : Epoch 1764 | loss: 0.0311729 | val_loss: 0.0311746 | Time: 2825.87 ms [2021-11-08 18:10:55 main:581] : INFO : Epoch 1765 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2899.01 ms [2021-11-08 18:10:58 main:581] : INFO : Epoch 1766 | loss: 0.0311746 | val_loss: 0.0311732 | Time: 2919.45 ms [2021-11-08 18:11:01 main:581] : INFO : Epoch 1767 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 2869.43 ms [2021-11-08 18:11:03 main:581] : INFO : Epoch 1768 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 2774.87 ms [2021-11-08 18:11:06 main:581] : INFO : Epoch 1769 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 2845.46 ms [2021-11-08 18:11:09 main:581] : INFO : Epoch 1770 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 2790.49 ms [2021-11-08 18:11:12 main:581] : INFO : Epoch 1771 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 2733.45 ms [2021-11-08 18:11:15 main:581] : INFO : Epoch 1772 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2828.27 ms [2021-11-08 18:11:17 main:581] : INFO : Epoch 1773 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 2805.55 ms [2021-11-08 18:11:20 main:581] : INFO : Epoch 1774 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 2883.88 ms [2021-11-08 18:11:23 main:581] : INFO : Epoch 1775 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2878.97 ms [2021-11-08 18:11:26 main:581] : INFO : Epoch 1776 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2848.7 ms [2021-11-08 18:11:29 main:581] : INFO : Epoch 1777 | loss: 0.031174 | val_loss: 0.031175 | Time: 2776.43 ms [2021-11-08 18:11:32 main:581] : INFO : Epoch 1778 | loss: 0.0311722 | val_loss: 0.0311724 | Time: 2784.15 ms [2021-11-08 18:11:34 main:581] : INFO : Epoch 1779 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 2866.25 ms [2021-11-08 18:11:37 main:581] : INFO : Epoch 1780 | loss: 0.0311696 | val_loss: 0.0311724 | Time: 2891.65 ms [2021-11-08 18:11:40 main:581] : INFO : Epoch 1781 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 2894.31 ms [2021-11-08 18:11:43 main:581] : INFO : Epoch 1782 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 2734.27 ms [2021-11-08 18:11:46 main:581] : INFO : Epoch 1783 | loss: 0.0311707 | val_loss: 0.0311737 | Time: 2879.57 ms [2021-11-08 18:11:49 main:581] : INFO : Epoch 1784 | loss: 0.0311716 | val_loss: 0.0311801 | Time: 2883.01 ms [2021-11-08 18:11:51 main:581] : INFO : Epoch 1785 | loss: 0.031174 | val_loss: 0.031182 | Time: 2714.88 ms [2021-11-08 18:11:54 main:581] : INFO : Epoch 1786 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 2721.09 ms [2021-11-08 18:11:57 main:581] : INFO : Epoch 1787 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 2868.47 ms [2021-11-08 18:12:00 main:581] : INFO : Epoch 1788 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 2821.04 ms [2021-11-08 18:12:03 main:581] : INFO : Epoch 1789 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 2878.51 ms [2021-11-08 18:12:06 main:581] : INFO : Epoch 1790 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 2836.93 ms [2021-11-08 18:12:08 main:581] : INFO : Epoch 1791 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2893.36 ms [2021-11-08 18:12:11 main:581] : INFO : Epoch 1792 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2938.87 ms [2021-11-08 18:12:14 main:581] : INFO : Epoch 1793 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2831.64 ms [2021-11-08 18:12:17 main:581] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 2875.44 ms [2021-11-08 18:12:20 main:581] : INFO : Epoch 1795 | loss: 0.0311711 | val_loss: 0.0311711 | Time: 2828.33 ms [2021-11-08 18:12:23 main:581] : INFO : Epoch 1796 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 2834.14 ms [2021-11-08 18:12:26 main:581] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 2783.02 ms [2021-11-08 18:12:28 main:581] : INFO : Epoch 1798 | loss: 0.03117 | val_loss: 0.0311704 | Time: 2823.68 ms [2021-11-08 18:12:31 main:581] : INFO : Epoch 1799 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2770.99 ms [2021-11-08 18:12:34 main:581] : INFO : Epoch 1800 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 2778.56 ms [2021-11-08 18:12:37 main:581] : INFO : Epoch 1801 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 2893.05 ms [2021-11-08 18:12:40 main:581] : INFO : Epoch 1802 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 2840.83 ms [2021-11-08 18:12:43 main:581] : INFO : Epoch 1803 | loss: 0.0311649 | val_loss: 0.031171 | Time: 2870.56 ms [2021-11-08 18:12:45 main:581] : INFO : Epoch 1804 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 2841.66 ms [2021-11-08 18:12:48 main:581] : INFO : Epoch 1805 | loss: 0.031165 | val_loss: 0.0311705 | Time: 2883.31 ms [2021-11-08 18:12:51 main:581] : INFO : Epoch 1806 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 2752.11 ms [2021-11-08 18:12:54 main:581] : INFO : Epoch 1807 | loss: 0.0311652 | val_loss: 0.0311807 | Time: 2713.45 ms [2021-11-08 18:12:57 main:581] : INFO : Epoch 1808 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 2837.8 ms [2021-11-08 18:12:59 main:581] : INFO : Epoch 1809 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 2773.84 ms [2021-11-08 18:13:02 main:581] : INFO : Epoch 1810 | loss: 0.031172 | val_loss: 0.0311987 | Time: 2861.77 ms [2021-11-08 18:13:05 main:581] : INFO : Epoch 1811 | loss: 0.031174 | val_loss: 0.031173 | Time: 2818.81 ms [2021-11-08 18:13:08 main:581] : INFO : Epoch 1812 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 2880.09 ms [2021-11-08 18:13:11 main:581] : INFO : Epoch 1813 | loss: 0.031164 | val_loss: 0.0311715 | Time: 2837.8 ms [2021-11-08 18:13:14 main:581] : INFO : Epoch 1814 | loss: 0.0311661 | val_loss: 0.0311855 | Time: 2896.13 ms [2021-11-08 18:13:17 main:581] : INFO : Epoch 1815 | loss: 0.0311692 | val_loss: 0.031174 | Time: 2911.76 ms [2021-11-08 18:13:19 main:581] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2842.61 ms [2021-11-08 18:13:22 main:581] : INFO : Epoch 1817 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 2836.08 ms [2021-11-08 18:13:25 main:581] : INFO : Epoch 1818 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 2831.08 ms [2021-11-08 18:13:28 main:581] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2869.36 ms [2021-11-08 18:13:31 main:581] : INFO : Epoch 1820 | loss: 0.0311729 | val_loss: 0.0311829 | Time: 2804.53 ms [2021-11-08 18:13:34 main:581] : INFO : Epoch 1821 | loss: 0.031165 | val_loss: 0.0311727 | Time: 2891.25 ms [2021-11-08 18:13:36 main:581] : INFO : Epoch 1822 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 2893.81 ms [2021-11-08 18:13:39 main:581] : INFO : Epoch 1823 | loss: 0.0311594 | val_loss: 0.0311766 | Time: 2775.64 ms [2021-11-08 18:13:42 main:581] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 2831.42 ms [2021-11-08 18:13:45 main:581] : INFO : Epoch 1825 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 2832.05 ms [2021-11-08 18:13:48 main:581] : INFO : Epoch 1826 | loss: 0.0311596 | val_loss: 0.0311751 | Time: 2882.1 ms [2021-11-08 18:13:51 main:581] : INFO : Epoch 1827 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 2762.76 ms [2021-11-08 18:13:53 main:581] : INFO : Epoch 1828 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 2822.6 ms [2021-11-08 18:13:56 main:581] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 2878.31 ms [2021-11-08 18:13:59 main:581] : INFO : Epoch 1830 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 2795.08 ms [2021-11-08 18:14:02 main:581] : INFO : Epoch 1831 | loss: 0.031161 | val_loss: 0.031171 | Time: 2869.01 ms [2021-11-08 18:14:05 main:581] : INFO : Epoch 1832 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 2826.39 ms [2021-11-08 18:14:08 main:581] : INFO : Epoch 1833 | loss: 0.031165 | val_loss: 0.0311727 | Time: 2872.7 ms [2021-11-08 18:14:10 main:581] : INFO : Epoch 1834 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 2779.59 ms [2021-11-08 18:14:13 main:581] : INFO : Epoch 1835 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 2780.88 ms [2021-11-08 18:14:16 main:581] : INFO : Epoch 1836 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 2889.23 ms [2021-11-08 18:14:19 main:581] : INFO : Epoch 1837 | loss: 0.0311597 | val_loss: 0.0311767 | Time: 2870.43 ms [2021-11-08 18:14:22 main:581] : INFO : Epoch 1838 | loss: 0.03116 | val_loss: 0.031172 | Time: 2795.33 ms [2021-11-08 18:14:25 main:581] : INFO : Epoch 1839 | loss: 0.0311596 | val_loss: 0.0311866 | Time: 2828.01 ms [2021-11-08 18:14:27 main:581] : INFO : Epoch 1840 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 2795.79 ms [2021-11-08 18:14:30 main:581] : INFO : Epoch 1841 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 2781.59 ms [2021-11-08 18:14:33 main:581] : INFO : Epoch 1842 | loss: 0.0311613 | val_loss: 0.0311731 | Time: 2805.44 ms [2021-11-08 18:14:36 main:581] : INFO : Epoch 1843 | loss: 0.0311603 | val_loss: 0.0311795 | Time: 2740.65 ms [2021-11-08 18:14:39 main:581] : INFO : Epoch 1844 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 2793.45 ms [2021-11-08 18:14:41 main:581] : INFO : Epoch 1845 | loss: 0.0311602 | val_loss: 0.0311708 | Time: 2827.91 ms [2021-11-08 18:14:44 main:581] : INFO : Epoch 1846 | loss: 0.0311575 | val_loss: 0.0311731 | Time: 2848.84 ms [2021-11-08 18:14:47 main:581] : INFO : Epoch 1847 | loss: 0.0311582 | val_loss: 0.0311797 | Time: 2874.31 ms [2021-11-08 18:14:50 main:581] : INFO : Epoch 1848 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 2789.28 ms [2021-11-08 18:14:53 main:581] : INFO : Epoch 1849 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 2867.39 ms [2021-11-08 18:14:56 main:581] : INFO : Epoch 1850 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 2866 ms [2021-11-08 18:14:58 main:581] : INFO : Epoch 1851 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 2809.34 ms [2021-11-08 18:15:01 main:581] : INFO : Epoch 1852 | loss: 0.0311606 | val_loss: 0.0311787 | Time: 2882.7 ms [2021-11-08 18:15:04 main:581] : INFO : Epoch 1853 | loss: 0.0311569 | val_loss: 0.031173 | Time: 2901.7 ms [2021-11-08 18:15:07 main:581] : INFO : Epoch 1854 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 2917.08 ms [2021-11-08 18:15:10 main:581] : INFO : Epoch 1855 | loss: 0.0311572 | val_loss: 0.0311731 | Time: 2867.56 ms [2021-11-08 18:15:13 main:581] : INFO : Epoch 1856 | loss: 0.0311586 | val_loss: 0.0311761 | Time: 2907.76 ms [2021-11-08 18:15:16 main:581] : INFO : Epoch 1857 | loss: 0.0311629 | val_loss: 0.0311856 | Time: 2832.76 ms [2021-11-08 18:15:19 main:581] : INFO : Epoch 1858 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 2916 ms [2021-11-08 18:15:22 main:581] : INFO : Epoch 1859 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 2920.15 ms [2021-11-08 18:15:24 main:581] : INFO : Epoch 1860 | loss: 0.0311636 | val_loss: 0.0311804 | Time: 2818.58 ms [2021-11-08 18:15:27 main:581] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 2854.3 ms [2021-11-08 18:15:30 main:581] : INFO : Epoch 1862 | loss: 0.0311554 | val_loss: 0.031172 | Time: 2861.61 ms [2021-11-08 18:15:33 main:581] : INFO : Epoch 1863 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 2914 ms [2021-11-08 18:15:36 main:581] : INFO : Epoch 1864 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 2921.22 ms [2021-11-08 18:15:39 main:581] : INFO : Epoch 1865 | loss: 0.0311569 | val_loss: 0.0311706 | Time: 2910.22 ms [2021-11-08 18:15:42 main:581] : INFO : Epoch 1866 | loss: 0.031157 | val_loss: 0.0311711 | Time: 2859.06 ms [2021-11-08 18:15:45 main:581] : INFO : Epoch 1867 | loss: 0.0311546 | val_loss: 0.031171 | Time: 2854.8 ms [2021-11-08 18:15:47 main:581] : INFO : Epoch 1868 | loss: 0.0311549 | val_loss: 0.0311717 | Time: 2907.68 ms [2021-11-08 18:15:50 main:581] : INFO : Epoch 1869 | loss: 0.031156 | val_loss: 0.0311741 | Time: 2849.01 ms [2021-11-08 18:15:53 main:581] : INFO : Epoch 1870 | loss: 0.0311546 | val_loss: 0.0311741 | Time: 2898.99 ms [2021-11-08 18:15:56 main:581] : INFO : Epoch 1871 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2933.12 ms [2021-11-08 18:15:59 main:581] : INFO : Epoch 1872 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2908.7 ms [2021-11-08 18:16:02 main:581] : INFO : Epoch 1873 | loss: 0.0311558 | val_loss: 0.031169 | Time: 2915.53 ms [2021-11-08 18:16:05 main:581] : INFO : Epoch 1874 | loss: 0.0311564 | val_loss: 0.0311724 | Time: 2809.38 ms [2021-11-08 18:16:08 main:581] : INFO : Epoch 1875 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 2867.85 ms [2021-11-08 18:16:10 main:581] : INFO : Epoch 1876 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 2860.89 ms [2021-11-08 18:16:13 main:581] : INFO : Epoch 1877 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 2905.5 ms [2021-11-08 18:16:16 main:581] : INFO : Epoch 1878 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 2935.63 ms [2021-11-08 18:16:19 main:581] : INFO : Epoch 1879 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 2831.54 ms [2021-11-08 18:16:22 main:581] : INFO : Epoch 1880 | loss: 0.031154 | val_loss: 0.0311753 | Time: 2910.46 ms [2021-11-08 18:16:25 main:581] : INFO : Epoch 1881 | loss: 0.03116 | val_loss: 0.0311894 | Time: 2817.57 ms [2021-11-08 18:16:28 main:581] : INFO : Epoch 1882 | loss: 0.0311587 | val_loss: 0.0311764 | Time: 2929.83 ms [2021-11-08 18:16:31 main:581] : INFO : Epoch 1883 | loss: 0.0311598 | val_loss: 0.0311795 | Time: 2863.05 ms [2021-11-08 18:16:34 main:581] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.0311779 | Time: 2869.19 ms [2021-11-08 18:16:37 main:581] : INFO : Epoch 1885 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 2928.59 ms [2021-11-08 18:16:39 main:581] : INFO : Epoch 1886 | loss: 0.0311557 | val_loss: 0.03117 | Time: 2897.42 ms [2021-11-08 18:16:42 main:581] : INFO : Epoch 1887 | loss: 0.0311544 | val_loss: 0.0311801 | Time: 2850.64 ms [2021-11-08 18:16:45 main:581] : INFO : Epoch 1888 | loss: 0.0311542 | val_loss: 0.0311759 | Time: 2859.21 ms [2021-11-08 18:16:48 main:581] : INFO : Epoch 1889 | loss: 0.0311561 | val_loss: 0.0311755 | Time: 2708.15 ms [2021-11-08 18:16:50 main:581] : INFO : Epoch 1890 | loss: 0.0311543 | val_loss: 0.031173 | Time: 2659.06 ms [2021-11-08 18:16:53 main:581] : INFO : Epoch 1891 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 2587.28 ms [2021-11-08 18:16:56 main:581] : INFO : Epoch 1892 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 2649.96 ms [2021-11-08 18:16:58 main:581] : INFO : Epoch 1893 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 2618.58 ms [2021-11-08 18:17:01 main:581] : INFO : Epoch 1894 | loss: 0.0311543 | val_loss: 0.0311804 | Time: 2436.17 ms [2021-11-08 18:17:03 main:581] : INFO : Epoch 1895 | loss: 0.0311573 | val_loss: 0.031175 | Time: 2640.6 ms [2021-11-08 18:17:06 main:581] : INFO : Epoch 1896 | loss: 0.0311529 | val_loss: 0.0311719 | Time: 2625.43 ms [2021-11-08 18:17:09 main:581] : INFO : Epoch 1897 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 2576.98 ms [2021-11-08 18:17:11 main:581] : INFO : Epoch 1898 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 2720.11 ms [2021-11-08 18:17:14 main:581] : INFO : Epoch 1899 | loss: 0.0311552 | val_loss: 0.0311734 | Time: 2568.36 ms [2021-11-08 18:17:16 main:581] : INFO : Epoch 1900 | loss: 0.0311561 | val_loss: 0.031174 | Time: 2537.96 ms [2021-11-08 18:17:19 main:581] : INFO : Epoch 1901 | loss: 0.0311547 | val_loss: 0.0311749 | Time: 2745.41 ms [2021-11-08 18:17:22 main:581] : INFO : Epoch 1902 | loss: 0.0311546 | val_loss: 0.0311746 | Time: 2834.01 ms [2021-11-08 18:17:25 main:581] : INFO : Epoch 1903 | loss: 0.031155 | val_loss: 0.0311686 | Time: 2825.88 ms [2021-11-08 18:17:28 main:581] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 2921.31 ms [2021-11-08 18:17:31 main:581] : INFO : Epoch 1905 | loss: 0.0311551 | val_loss: 0.0311777 | Time: 2870.06 ms [2021-11-08 18:17:34 main:581] : INFO : Epoch 1906 | loss: 0.0311574 | val_loss: 0.0311767 | Time: 2907.05 ms [2021-11-08 18:17:36 main:581] : INFO : Epoch 1907 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 2902.74 ms [2021-11-08 18:17:39 main:581] : INFO : Epoch 1908 | loss: 0.031156 | val_loss: 0.0311711 | Time: 2843.06 ms [2021-11-08 18:17:42 main:581] : INFO : Epoch 1909 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 2921.24 ms [2021-11-08 18:17:45 main:581] : INFO : Epoch 1910 | loss: 0.031158 | val_loss: 0.0311663 | Time: 2872.23 ms [2021-11-08 18:17:48 main:581] : INFO : Epoch 1911 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2914.85 ms [2021-11-08 18:17:51 main:581] : INFO : Epoch 1912 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 2862.65 ms [2021-11-08 18:17:54 main:581] : INFO : Epoch 1913 | loss: 0.0311556 | val_loss: 0.0311712 | Time: 2874.35 ms [2021-11-08 18:17:57 main:581] : INFO : Epoch 1914 | loss: 0.0311532 | val_loss: 0.0311695 | Time: 2934.14 ms [2021-11-08 18:18:00 main:581] : INFO : Epoch 1915 | loss: 0.0311537 | val_loss: 0.0311729 | Time: 2825.86 ms [2021-11-08 18:18:02 main:581] : INFO : Epoch 1916 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 2879.97 ms [2021-11-08 18:18:05 main:581] : INFO : Epoch 1917 | loss: 0.0311548 | val_loss: 0.0311748 | Time: 2810.37 ms [2021-11-08 18:18:08 main:581] : INFO : Epoch 1918 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 2919.35 ms [2021-11-08 18:18:11 main:581] : INFO : Epoch 1919 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 2933.31 ms [2021-11-08 18:18:14 main:581] : INFO : Epoch 1920 | loss: 0.0311503 | val_loss: 0.0311718 | Time: 2913.94 ms [2021-11-08 18:18:17 main:581] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.031171 | Time: 2940.76 ms [2021-11-08 18:18:20 main:581] : INFO : Epoch 1922 | loss: 0.0311522 | val_loss: 0.0311704 | Time: 2872.54 ms [2021-11-08 18:18:23 main:581] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.0311746 | Time: 2919.28 ms [2021-11-08 18:18:26 main:581] : INFO : Epoch 1924 | loss: 0.03115 | val_loss: 0.0311727 | Time: 2825.79 ms [2021-11-08 18:18:28 main:581] : INFO : Epoch 1925 | loss: 0.0311507 | val_loss: 0.0311735 | Time: 2867.02 ms [2021-11-08 18:18:31 main:581] : INFO : Epoch 1926 | loss: 0.0311546 | val_loss: 0.0311764 | Time: 2855.72 ms [2021-11-08 18:18:34 main:581] : INFO : Epoch 1927 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 2823.99 ms [2021-11-08 18:18:37 main:581] : INFO : Epoch 1928 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 2934.43 ms [2021-11-08 18:18:40 main:581] : INFO : Epoch 1929 | loss: 0.0311538 | val_loss: 0.0311729 | Time: 2878.93 ms [2021-11-08 18:18:43 main:581] : INFO : Epoch 1930 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 2922.34 ms [2021-11-08 18:18:46 main:581] : INFO : Epoch 1931 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2869.63 ms [2021-11-08 18:18:49 main:581] : INFO : Epoch 1932 | loss: 0.0311503 | val_loss: 0.031174 | Time: 2914.18 ms [2021-11-08 18:18:52 main:581] : INFO : Epoch 1933 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 2951.54 ms [2021-11-08 18:18:54 main:581] : INFO : Epoch 1934 | loss: 0.03115 | val_loss: 0.0311715 | Time: 2829.87 ms [2021-11-08 18:18:57 main:581] : INFO : Epoch 1935 | loss: 0.0311498 | val_loss: 0.0311718 | Time: 2911.91 ms [2021-11-08 18:19:00 main:581] : INFO : Epoch 1936 | loss: 0.0311497 | val_loss: 0.0311727 | Time: 2881.8 ms [2021-11-08 18:19:03 main:581] : INFO : Epoch 1937 | loss: 0.0311494 | val_loss: 0.031173 | Time: 2863.32 ms [2021-11-08 18:19:06 main:581] : INFO : Epoch 1938 | loss: 0.031153 | val_loss: 0.0311713 | Time: 2874.18 ms [2021-11-08 18:19:09 main:581] : INFO : Epoch 1939 | loss: 0.0311488 | val_loss: 0.0311805 | Time: 2876.1 ms [2021-11-08 18:19:12 main:581] : INFO : Epoch 1940 | loss: 0.0311482 | val_loss: 0.0311732 | Time: 2886.31 ms [2021-11-08 18:19:15 main:581] : INFO : Epoch 1941 | loss: 0.0311484 | val_loss: 0.0311753 | Time: 2876.88 ms [2021-11-08 18:19:17 main:581] : INFO : Epoch 1942 | loss: 0.0311495 | val_loss: 0.0311805 | Time: 2894.55 ms [2021-11-08 18:19:20 main:581] : INFO : Epoch 1943 | loss: 0.031157 | val_loss: 0.0311774 | Time: 2905.3 ms [2021-11-08 18:19:23 main:581] : INFO : Epoch 1944 | loss: 0.0311529 | val_loss: 0.0311725 | Time: 2906.61 ms [2021-11-08 18:19:26 main:581] : INFO : Epoch 1945 | loss: 0.0311525 | val_loss: 0.031176 | Time: 2827.54 ms [2021-11-08 18:19:29 main:581] : INFO : Epoch 1946 | loss: 0.0311484 | val_loss: 0.0311716 | Time: 2919.73 ms [2021-11-08 18:19:32 main:581] : INFO : Epoch 1947 | loss: 0.0311497 | val_loss: 0.0311734 | Time: 2886.12 ms [2021-11-08 18:19:35 main:581] : INFO : Epoch 1948 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 2950.77 ms [2021-11-08 18:19:38 main:581] : INFO : Epoch 1949 | loss: 0.0311541 | val_loss: 0.0311915 | Time: 2973.1 ms [2021-11-08 18:19:41 main:581] : INFO : Epoch 1950 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 2807.51 ms [2021-11-08 18:19:44 main:581] : INFO : Epoch 1951 | loss: 0.0311479 | val_loss: 0.0311779 | Time: 2920.02 ms [2021-11-08 18:19:46 main:581] : INFO : Epoch 1952 | loss: 0.0311484 | val_loss: 0.0311728 | Time: 2897.04 ms [2021-11-08 18:19:49 main:581] : INFO : Epoch 1953 | loss: 0.031153 | val_loss: 0.0311736 | Time: 2919.69 ms [2021-11-08 18:19:52 main:581] : INFO : Epoch 1954 | loss: 0.0311486 | val_loss: 0.0311765 | Time: 2892.48 ms [2021-11-08 18:19:55 main:581] : INFO : Epoch 1955 | loss: 0.031149 | val_loss: 0.0311749 | Time: 2921.57 ms [2021-11-08 18:19:58 main:581] : INFO : Epoch 1956 | loss: 0.0311486 | val_loss: 0.03118 | Time: 2891.71 ms [2021-11-08 18:20:01 main:581] : INFO : Epoch 1957 | loss: 0.0311478 | val_loss: 0.0311741 | Time: 2872.69 ms [2021-11-08 18:20:04 main:581] : INFO : Epoch 1958 | loss: 0.0311472 | val_loss: 0.0311777 | Time: 2884.11 ms [2021-11-08 18:20:07 main:581] : INFO : Epoch 1959 | loss: 0.0311452 | val_loss: 0.0311753 | Time: 2902.09 ms [2021-11-08 18:20:10 main:581] : INFO : Epoch 1960 | loss: 0.0311487 | val_loss: 0.031185 | Time: 2858.83 ms [2021-11-08 18:20:12 main:581] : INFO : Epoch 1961 | loss: 0.0311449 | val_loss: 0.0311784 | Time: 2862.04 ms [2021-11-08 18:20:15 main:581] : INFO : Epoch 1962 | loss: 0.0311462 | val_loss: 0.031177 | Time: 2919.6 ms [2021-11-08 18:20:18 main:581] : INFO : Epoch 1963 | loss: 0.031154 | val_loss: 0.0311749 | Time: 2846.21 ms [2021-11-08 18:20:21 main:581] : INFO : Epoch 1964 | loss: 0.0311522 | val_loss: 0.0311727 | Time: 2835.88 ms [2021-11-08 18:20:24 main:581] : INFO : Epoch 1965 | loss: 0.0311474 | val_loss: 0.0311683 | Time: 2840.71 ms [2021-11-08 18:20:27 main:581] : INFO : Epoch 1966 | loss: 0.0311463 | val_loss: 0.0311721 | Time: 2882.24 ms [2021-11-08 18:20:30 main:581] : INFO : Epoch 1967 | loss: 0.0311464 | val_loss: 0.0311767 | Time: 2914.29 ms [2021-11-08 18:20:33 main:581] : INFO : Epoch 1968 | loss: 0.0311484 | val_loss: 0.031171 | Time: 2881.1 ms [2021-11-08 18:20:35 main:581] : INFO : Epoch 1969 | loss: 0.0311464 | val_loss: 0.0311754 | Time: 2909 ms [2021-11-08 18:20:38 main:581] : INFO : Epoch 1970 | loss: 0.0311451 | val_loss: 0.0311726 | Time: 2814.91 ms [2021-11-08 18:20:41 main:581] : INFO : Epoch 1971 | loss: 0.0311463 | val_loss: 0.031175 | Time: 2865.32 ms [2021-11-08 18:20:44 main:581] : INFO : Epoch 1972 | loss: 0.0311483 | val_loss: 0.031176 | Time: 2874.49 ms [2021-11-08 18:20:47 main:581] : INFO : Epoch 1973 | loss: 0.0311462 | val_loss: 0.03117 | Time: 2879.61 ms [2021-11-08 18:20:50 main:581] : INFO : Epoch 1974 | loss: 0.0311475 | val_loss: 0.0311727 | Time: 2932.55 ms [2021-11-08 18:20:53 main:581] : INFO : Epoch 1975 | loss: 0.0311451 | val_loss: 0.0311698 | Time: 2903.85 ms [2021-11-08 18:20:56 main:581] : INFO : Epoch 1976 | loss: 0.0311456 | val_loss: 0.0311767 | Time: 2903.37 ms [2021-11-08 18:20:59 main:581] : INFO : Epoch 1977 | loss: 0.0311489 | val_loss: 0.0311698 | Time: 2923.55 ms [2021-11-08 18:21:01 main:581] : INFO : Epoch 1978 | loss: 0.0311466 | val_loss: 0.0311775 | Time: 2879.25 ms [2021-11-08 18:21:04 main:581] : INFO : Epoch 1979 | loss: 0.0311547 | val_loss: 0.0311787 | Time: 2939 ms [2021-11-08 18:21:07 main:581] : INFO : Epoch 1980 | loss: 0.0311449 | val_loss: 0.0311748 | Time: 2923.57 ms [2021-11-08 18:21:10 main:581] : INFO : Epoch 1981 | loss: 0.0311443 | val_loss: 0.0311723 | Time: 2804.44 ms [2021-11-08 18:21:13 main:581] : INFO : Epoch 1982 | loss: 0.0311434 | val_loss: 0.0311769 | Time: 2920.1 ms [2021-11-08 18:21:16 main:581] : INFO : Epoch 1983 | loss: 0.0311448 | val_loss: 0.0311823 | Time: 2875.55 ms [2021-11-08 18:21:19 main:581] : INFO : Epoch 1984 | loss: 0.0311444 | val_loss: 0.0311703 | Time: 2919.94 ms [2021-11-08 18:21:22 main:581] : INFO : Epoch 1985 | loss: 0.031142 | val_loss: 0.0311758 | Time: 2820.15 ms [2021-11-08 18:21:25 main:581] : INFO : Epoch 1986 | loss: 0.0311448 | val_loss: 0.0311777 | Time: 2924.43 ms [2021-11-08 18:21:27 main:581] : INFO : Epoch 1987 | loss: 0.0311442 | val_loss: 0.0311729 | Time: 2814.29 ms [2021-11-08 18:21:30 main:581] : INFO : Epoch 1988 | loss: 0.0311438 | val_loss: 0.0311757 | Time: 2845.76 ms [2021-11-08 18:21:33 main:581] : INFO : Epoch 1989 | loss: 0.0311462 | val_loss: 0.0311698 | Time: 2861.89 ms [2021-11-08 18:21:36 main:581] : INFO : Epoch 1990 | loss: 0.0311441 | val_loss: 0.0311727 | Time: 2886.91 ms [2021-11-08 18:21:39 main:581] : INFO : Epoch 1991 | loss: 0.0311437 | val_loss: 0.03117 | Time: 2926.8 ms [2021-11-08 18:21:42 main:581] : INFO : Epoch 1992 | loss: 0.0311423 | val_loss: 0.0311715 | Time: 2886.9 ms [2021-11-08 18:21:45 main:581] : INFO : Epoch 1993 | loss: 0.0311448 | val_loss: 0.0311732 | Time: 2867.96 ms [2021-11-08 18:21:48 main:581] : INFO : Epoch 1994 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 2934 ms [2021-11-08 18:21:50 main:581] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 2846.75 ms [2021-11-08 18:21:53 main:581] : INFO : Epoch 1996 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 2922.6 ms [2021-11-08 18:21:56 main:581] : INFO : Epoch 1997 | loss: 0.0311428 | val_loss: 0.0311677 | Time: 2875.57 ms [2021-11-08 18:21:59 main:581] : INFO : Epoch 1998 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 2923.21 ms [2021-11-08 18:22:02 main:581] : INFO : Epoch 1999 | loss: 0.0311457 | val_loss: 0.0311784 | Time: 2835.49 ms [2021-11-08 18:22:05 main:581] : INFO : Epoch 2000 | loss: 0.0311469 | val_loss: 0.0311703 | Time: 2885.99 ms [2021-11-08 18:22:08 main:581] : INFO : Epoch 2001 | loss: 0.0311439 | val_loss: 0.0311677 | Time: 2898.25 ms [2021-11-08 18:22:11 main:581] : INFO : Epoch 2002 | loss: 0.0311433 | val_loss: 0.0311684 | Time: 2840.8 ms [2021-11-08 18:22:14 main:581] : INFO : Epoch 2003 | loss: 0.0311406 | val_loss: 0.0311674 | Time: 2921.33 ms [2021-11-08 18:22:16 main:581] : INFO : Epoch 2004 | loss: 0.031141 | val_loss: 0.0311686 | Time: 2879.54 ms [2021-11-08 18:22:19 main:581] : INFO : Epoch 2005 | loss: 0.0311431 | val_loss: 0.0311731 | Time: 2916.38 ms [2021-11-08 18:22:22 main:581] : INFO : Epoch 2006 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 2912.21 ms [2021-11-08 18:22:25 main:581] : INFO : Epoch 2007 | loss: 0.0311513 | val_loss: 0.0311742 | Time: 2926.71 ms [2021-11-08 18:22:28 main:581] : INFO : Epoch 2008 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 2908.68 ms [2021-11-08 18:22:31 main:581] : INFO : Epoch 2009 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 2824.47 ms [2021-11-08 18:22:34 main:581] : INFO : Epoch 2010 | loss: 0.03115 | val_loss: 0.0311773 | Time: 2912.09 ms [2021-11-08 18:22:37 main:581] : INFO : Epoch 2011 | loss: 0.0311512 | val_loss: 0.0311689 | Time: 2772.3 ms [2021-11-08 18:22:40 main:581] : INFO : Epoch 2012 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 2863.72 ms [2021-11-08 18:22:42 main:581] : INFO : Epoch 2013 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 2831.66 ms [2021-11-08 18:22:45 main:581] : INFO : Epoch 2014 | loss: 0.031144 | val_loss: 0.0311699 | Time: 2855.47 ms [2021-11-08 18:22:48 main:581] : INFO : Epoch 2015 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 2913.49 ms [2021-11-08 18:22:51 main:581] : INFO : Epoch 2016 | loss: 0.0311444 | val_loss: 0.0311728 | Time: 2879.94 ms [2021-11-08 18:22:54 main:581] : INFO : Epoch 2017 | loss: 0.0311424 | val_loss: 0.03117 | Time: 2869.9 ms [2021-11-08 18:22:57 main:581] : INFO : Epoch 2018 | loss: 0.0311443 | val_loss: 0.0311724 | Time: 2829.38 ms [2021-11-08 18:23:00 main:581] : INFO : Epoch 2019 | loss: 0.0311466 | val_loss: 0.0311688 | Time: 2865.63 ms [2021-11-08 18:23:03 main:581] : INFO : Epoch 2020 | loss: 0.0311451 | val_loss: 0.0311717 | Time: 2938.8 ms [2021-11-08 18:23:05 main:581] : INFO : Epoch 2021 | loss: 0.0311428 | val_loss: 0.0311815 | Time: 2918.15 ms [2021-11-08 18:23:08 main:581] : INFO : Epoch 2022 | loss: 0.0311489 | val_loss: 0.0311803 | Time: 2925.99 ms [2021-11-08 18:23:11 main:581] : INFO : Epoch 2023 | loss: 0.0311444 | val_loss: 0.0311691 | Time: 2874.82 ms [2021-11-08 18:23:14 main:581] : INFO : Epoch 2024 | loss: 0.0311418 | val_loss: 0.0311683 | Time: 2907.02 ms [2021-11-08 18:23:17 main:581] : INFO : Epoch 2025 | loss: 0.031145 | val_loss: 0.0311686 | Time: 2889.54 ms [2021-11-08 18:23:20 main:581] : INFO : Epoch 2026 | loss: 0.0311471 | val_loss: 0.0311758 | Time: 2801.19 ms [2021-11-08 18:23:23 main:581] : INFO : Epoch 2027 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 2893.44 ms [2021-11-08 18:23:26 main:581] : INFO : Epoch 2028 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 2840.85 ms [2021-11-08 18:23:28 main:581] : INFO : Epoch 2029 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 2863.35 ms [2021-11-08 18:23:31 main:581] : INFO : Epoch 2030 | loss: 0.0311448 | val_loss: 0.0311702 | Time: 2820.15 ms [2021-11-08 18:23:34 main:581] : INFO : Epoch 2031 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 2915.33 ms [2021-11-08 18:23:37 main:581] : INFO : Epoch 2032 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 2829.29 ms [2021-11-08 18:23:40 main:581] : INFO : Epoch 2033 | loss: 0.0311524 | val_loss: 0.0311747 | Time: 2892.64 ms [2021-11-08 18:23:43 main:581] : INFO : Epoch 2034 | loss: 0.0311527 | val_loss: 0.0311823 | Time: 2888.39 ms [2021-11-08 18:23:46 main:581] : INFO : Epoch 2035 | loss: 0.0311487 | val_loss: 0.0311693 | Time: 2782.71 ms [2021-11-08 18:23:48 main:581] : INFO : Epoch 2036 | loss: 0.0311399 | val_loss: 0.0311664 | Time: 2903.86 ms [2021-11-08 18:23:51 main:581] : INFO : Epoch 2037 | loss: 0.0311406 | val_loss: 0.0311632 | Time: 2816.39 ms [2021-11-08 18:23:54 main:581] : INFO : Epoch 2038 | loss: 0.0311401 | val_loss: 0.0311647 | Time: 2908.67 ms [2021-11-08 18:23:57 main:581] : INFO : Epoch 2039 | loss: 0.0311413 | val_loss: 0.0311664 | Time: 2878.63 ms [2021-11-08 18:24:00 main:581] : INFO : Epoch 2040 | loss: 0.0311409 | val_loss: 0.0311729 | Time: 2841.21 ms [2021-11-08 18:24:03 main:581] : INFO : Epoch 2041 | loss: 0.0311414 | val_loss: 0.0311749 | Time: 2855.94 ms [2021-11-08 18:24:06 main:581] : INFO : Epoch 2042 | loss: 0.0311399 | val_loss: 0.0311687 | Time: 2872.9 ms [2021-11-08 18:24:08 main:581] : INFO : Epoch 2043 | loss: 0.0311383 | val_loss: 0.031169 | Time: 2817.82 ms [2021-11-08 18:24:11 main:581] : INFO : Epoch 2044 | loss: 0.0311385 | val_loss: 0.0311719 | Time: 2766.3 ms [2021-11-08 18:24:14 main:581] : INFO : Epoch 2045 | loss: 0.0311449 | val_loss: 0.0311692 | Time: 2873.8 ms [2021-11-08 18:24:17 main:581] : INFO : Epoch 2046 | loss: 0.031146 | val_loss: 0.0311696 | Time: 2926.75 ms [2021-11-08 18:24:20 main:581] : INFO : Epoch 2047 | loss: 0.0311419 | val_loss: 0.031174 | Time: 2865.41 ms [2021-11-08 18:24:23 main:581] : INFO : Epoch 2048 | loss: 0.0311419 | val_loss: 0.0311808 | Time: 2904.31 ms [2021-11-08 18:24:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311808 [2021-11-08 18:24:23 main:610] : INFO : Saving end state to config to file [2021-11-08 18:24:23 main:615] : INFO : Success, exiting.. 18:24:23 (16616): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)