Task 3328825
| Name | ParityModified-1608176405-17733-0_1 |
| Workunit | 1584593 |
| Created | 18 Dec 2020, 16:48:02 UTC |
| Sent | 18 Dec 2020, 19:36:19 UTC |
| Report deadline | 26 Dec 2020, 19:36:19 UTC |
| Received | 18 Dec 2020, 22:51:43 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 37 min 54 sec |
| CPU time | 1 hours 37 min 46 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 2871.17 ms
[2020-12-18 14:01:57 main:581] : INFO : Epoch 1539 | loss: 0.0311655 | val_loss: 0.0311878 | Time: 2875.84 ms
[2020-12-18 14:02:00 main:581] : INFO : Epoch 1540 | loss: 0.0311632 | val_loss: 0.0311883 | Time: 2912.17 ms
[2020-12-18 14:02:03 main:581] : INFO : Epoch 1541 | loss: 0.0311624 | val_loss: 0.0311888 | Time: 2883.83 ms
[2020-12-18 14:02:06 main:581] : INFO : Epoch 1542 | loss: 0.031164 | val_loss: 0.0311897 | Time: 2880.87 ms
[2020-12-18 14:02:09 main:581] : INFO : Epoch 1543 | loss: 0.0311666 | val_loss: 0.0311916 | Time: 2878.93 ms
[2020-12-18 14:02:11 main:581] : INFO : Epoch 1544 | loss: 0.0311729 | val_loss: 0.0311918 | Time: 2885.3 ms
[2020-12-18 14:02:14 main:581] : INFO : Epoch 1545 | loss: 0.0311751 | val_loss: 0.0311884 | Time: 2879.52 ms
[2020-12-18 14:02:17 main:581] : INFO : Epoch 1546 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 2880.07 ms
[2020-12-18 14:02:20 main:581] : INFO : Epoch 1547 | loss: 0.031167 | val_loss: 0.0311855 | Time: 2882.12 ms
[2020-12-18 14:02:23 main:581] : INFO : Epoch 1548 | loss: 0.0311673 | val_loss: 0.0311862 | Time: 2855.18 ms
[2020-12-18 14:02:26 main:581] : INFO : Epoch 1549 | loss: 0.0311675 | val_loss: 0.0311864 | Time: 2817.15 ms
[2020-12-18 14:02:29 main:581] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311893 | Time: 2826.61 ms
[2020-12-18 14:02:31 main:581] : INFO : Epoch 1551 | loss: 0.0311632 | val_loss: 0.0311947 | Time: 2813.55 ms
[2020-12-18 14:02:34 main:581] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311957 | Time: 2811.65 ms
[2020-12-18 14:02:37 main:581] : INFO : Epoch 1553 | loss: 0.0311703 | val_loss: 0.03119 | Time: 2816.33 ms
[2020-12-18 14:02:40 main:581] : INFO : Epoch 1554 | loss: 0.0311627 | val_loss: 0.0311887 | Time: 2808.15 ms
[2020-12-18 14:02:43 main:581] : INFO : Epoch 1555 | loss: 0.0311631 | val_loss: 0.0311944 | Time: 2822.65 ms
[2020-12-18 14:02:46 main:581] : INFO : Epoch 1556 | loss: 0.0311618 | val_loss: 0.0311943 | Time: 2821.52 ms
[2020-12-18 14:02:48 main:581] : INFO : Epoch 1557 | loss: 0.0311615 | val_loss: 0.0311998 | Time: 2819.82 ms
[2020-12-18 14:02:51 main:581] : INFO : Epoch 1558 | loss: 0.0311661 | val_loss: 0.0311945 | Time: 2821.77 ms
[2020-12-18 14:02:54 main:581] : INFO : Epoch 1559 | loss: 0.0311687 | val_loss: 0.0311889 | Time: 2817.78 ms
[2020-12-18 14:02:57 main:581] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.031189 | Time: 2822.09 ms
[2020-12-18 14:03:00 main:581] : INFO : Epoch 1561 | loss: 0.0311646 | val_loss: 0.0311941 | Time: 2848.23 ms
[2020-12-18 14:03:02 main:581] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311893 | Time: 2815.74 ms
[2020-12-18 14:03:05 main:581] : INFO : Epoch 1563 | loss: 0.0311642 | val_loss: 0.0311849 | Time: 2817.28 ms
[2020-12-18 14:03:08 main:581] : INFO : Epoch 1564 | loss: 0.0311616 | val_loss: 0.031191 | Time: 2817.67 ms
[2020-12-18 14:03:11 main:581] : INFO : Epoch 1565 | loss: 0.0311659 | val_loss: 0.0311899 | Time: 2816.62 ms
[2020-12-18 14:03:14 main:581] : INFO : Epoch 1566 | loss: 0.0311644 | val_loss: 0.0311881 | Time: 2810.66 ms
[2020-12-18 14:03:17 main:581] : INFO : Epoch 1567 | loss: 0.0311618 | val_loss: 0.0311912 | Time: 2817.03 ms
[2020-12-18 14:03:19 main:581] : INFO : Epoch 1568 | loss: 0.0311595 | val_loss: 0.0311914 | Time: 2816.33 ms
[2020-12-18 14:03:22 main:581] : INFO : Epoch 1569 | loss: 0.0311627 | val_loss: 0.0311873 | Time: 2819.81 ms
[2020-12-18 14:03:25 main:581] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311928 | Time: 2815.64 ms
[2020-12-18 14:03:28 main:581] : INFO : Epoch 1571 | loss: 0.031167 | val_loss: 0.0311919 | Time: 2818.73 ms
[2020-12-18 14:03:31 main:581] : INFO : Epoch 1572 | loss: 0.0311656 | val_loss: 0.0311884 | Time: 2838.06 ms
[2020-12-18 14:03:33 main:581] : INFO : Epoch 1573 | loss: 0.0311689 | val_loss: 0.0311889 | Time: 2809.34 ms
[2020-12-18 14:03:36 main:581] : INFO : Epoch 1574 | loss: 0.031164 | val_loss: 0.0311889 | Time: 2804.07 ms
[2020-12-18 14:03:39 main:581] : INFO : Epoch 1575 | loss: 0.0311619 | val_loss: 0.0311882 | Time: 2821.28 ms
[2020-12-18 14:03:42 main:581] : INFO : Epoch 1576 | loss: 0.0311595 | val_loss: 0.0311882 | Time: 2819.5 ms
[2020-12-18 14:03:45 main:581] : INFO : Epoch 1577 | loss: 0.031158 | val_loss: 0.0311984 | Time: 2820.62 ms
[2020-12-18 14:03:48 main:581] : INFO : Epoch 1578 | loss: 0.031163 | val_loss: 0.0311913 | Time: 2819.89 ms
[2020-12-18 14:03:50 main:581] : INFO : Epoch 1579 | loss: 0.0311605 | val_loss: 0.0312008 | Time: 2818.27 ms
[2020-12-18 14:03:53 main:581] : INFO : Epoch 1580 | loss: 0.0311615 | val_loss: 0.0311938 | Time: 2813.25 ms
[2020-12-18 14:03:56 main:581] : INFO : Epoch 1581 | loss: 0.0311603 | val_loss: 0.0312005 | Time: 2815.79 ms
[2020-12-18 14:03:59 main:581] : INFO : Epoch 1582 | loss: 0.0311622 | val_loss: 0.0312002 | Time: 2823.3 ms
[2020-12-18 14:04:02 main:581] : INFO : Epoch 1583 | loss: 0.0311601 | val_loss: 0.0311939 | Time: 2843.71 ms
[2020-12-18 14:04:04 main:581] : INFO : Epoch 1584 | loss: 0.031161 | val_loss: 0.0311916 | Time: 2813.33 ms
[2020-12-18 14:04:07 main:581] : INFO : Epoch 1585 | loss: 0.0311601 | val_loss: 0.0311936 | Time: 2821.1 ms
[2020-12-18 14:04:10 main:581] : INFO : Epoch 1586 | loss: 0.0311576 | val_loss: 0.0311886 | Time: 2814.3 ms
[2020-12-18 14:04:13 main:581] : INFO : Epoch 1587 | loss: 0.0311563 | val_loss: 0.0311931 | Time: 2821.2 ms
[2020-12-18 14:04:16 main:581] : INFO : Epoch 1588 | loss: 0.0311583 | val_loss: 0.0311913 | Time: 2815.66 ms
[2020-12-18 14:04:19 main:581] : INFO : Epoch 1589 | loss: 0.031158 | val_loss: 0.0311935 | Time: 2819.62 ms
[2020-12-18 14:04:21 main:581] : INFO : Epoch 1590 | loss: 0.0311557 | val_loss: 0.031196 | Time: 2818.78 ms
[2020-12-18 14:04:24 main:581] : INFO : Epoch 1591 | loss: 0.031157 | val_loss: 0.0311929 | Time: 2817.12 ms
[2020-12-18 14:04:27 main:581] : INFO : Epoch 1592 | loss: 0.0311589 | val_loss: 0.0311952 | Time: 2819.88 ms
[2020-12-18 14:04:30 main:581] : INFO : Epoch 1593 | loss: 0.0311595 | val_loss: 0.0311952 | Time: 2844.82 ms
[2020-12-18 14:04:33 main:581] : INFO : Epoch 1594 | loss: 0.0311613 | val_loss: 0.0311969 | Time: 2818.09 ms
[2020-12-18 14:04:36 main:581] : INFO : Epoch 1595 | loss: 0.0311582 | val_loss: 0.0311979 | Time: 2813.4 ms
[2020-12-18 14:04:38 main:581] : INFO : Epoch 1596 | loss: 0.0311566 | val_loss: 0.0311933 | Time: 2814.44 ms
[2020-12-18 14:04:41 main:581] : INFO : Epoch 1597 | loss: 0.0311545 | val_loss: 0.0311946 | Time: 2820.93 ms
[2020-12-18 14:04:44 main:581] : INFO : Epoch 1598 | loss: 0.0311571 | val_loss: 0.0311956 | Time: 2817.58 ms
[2020-12-18 14:04:47 main:581] : INFO : Epoch 1599 | loss: 0.0311605 | val_loss: 0.0311989 | Time: 2819.04 ms
[2020-12-18 14:04:50 main:581] : INFO : Epoch 1600 | loss: 0.0311579 | val_loss: 0.0311905 | Time: 2811.26 ms
[2020-12-18 14:04:52 main:581] : INFO : Epoch 1601 | loss: 0.0311591 | val_loss: 0.0311917 | Time: 2817.31 ms
[2020-12-18 14:04:55 main:581] : INFO : Epoch 1602 | loss: 0.0311679 | val_loss: 0.0311925 | Time: 2814.57 ms
[2020-12-18 14:04:58 main:581] : INFO : Epoch 1603 | loss: 0.0311676 | val_loss: 0.0311927 | Time: 2811.5 ms
[2020-12-18 14:05:01 main:581] : INFO : Epoch 1604 | loss: 0.0311643 | val_loss: 0.0311955 | Time: 2855.28 ms
[2020-12-18 14:05:04 main:581] : INFO : Epoch 1605 | loss: 0.0311611 | val_loss: 0.0311935 | Time: 2811.09 ms
[2020-12-18 14:05:07 main:581] : INFO : Epoch 1606 | loss: 0.0311612 | val_loss: 0.031197 | Time: 2817.91 ms
[2020-12-18 14:05:09 main:581] : INFO : Epoch 1607 | loss: 0.0311604 | val_loss: 0.031189 | Time: 2808.52 ms
[2020-12-18 14:05:12 main:581] : INFO : Epoch 1608 | loss: 0.0311643 | val_loss: 0.0311895 | Time: 2816.59 ms
[2020-12-18 14:05:15 main:581] : INFO : Epoch 1609 | loss: 0.031161 | val_loss: 0.0311917 | Time: 2818.62 ms
[2020-12-18 14:05:18 main:581] : INFO : Epoch 1610 | loss: 0.0311586 | val_loss: 0.0311892 | Time: 2815.38 ms
[2020-12-18 14:05:21 main:581] : INFO : Epoch 1611 | loss: 0.031154 | val_loss: 0.0311894 | Time: 2815.25 ms
[2020-12-18 14:05:23 main:581] : INFO : Epoch 1612 | loss: 0.0311556 | val_loss: 0.0311888 | Time: 2820.78 ms
[2020-12-18 14:05:26 main:581] : INFO : Epoch 1613 | loss: 0.0311584 | val_loss: 0.0311982 | Time: 2815.35 ms
[2020-12-18 14:05:29 main:581] : INFO : Epoch 1614 | loss: 0.0311576 | val_loss: 0.0311915 | Time: 2840.83 ms
[2020-12-18 14:05:32 main:581] : INFO : Epoch 1615 | loss: 0.0311569 | val_loss: 0.0312029 | Time: 2818.26 ms
[2020-12-18 14:05:35 main:581] : INFO : Epoch 1616 | loss: 0.0311573 | val_loss: 0.0311965 | Time: 2819.08 ms
[2020-12-18 14:05:38 main:581] : INFO : Epoch 1617 | loss: 0.0311544 | val_loss: 0.0311951 | Time: 2817.98 ms
[2020-12-18 14:05:40 main:581] : INFO : Epoch 1618 | loss: 0.0311556 | val_loss: 0.0311937 | Time: 2814.97 ms
[2020-12-18 14:05:43 main:581] : INFO : Epoch 1619 | loss: 0.0311547 | val_loss: 0.0311955 | Time: 2816.91 ms
[2020-12-18 14:05:46 main:581] : INFO : Epoch 1620 | loss: 0.0311545 | val_loss: 0.0311998 | Time: 2816.27 ms
[2020-12-18 14:05:49 main:581] : INFO : Epoch 1621 | loss: 0.0311569 | val_loss: 0.0311942 | Time: 2821.64 ms
[2020-12-18 14:05:52 main:581] : INFO : Epoch 1622 | loss: 0.0311566 | val_loss: 0.0311935 | Time: 2822.99 ms
[2020-12-18 14:05:54 main:581] : INFO : Epoch 1623 | loss: 0.0311638 | val_loss: 0.0312012 | Time: 2817.15 ms
[2020-12-18 14:05:57 main:581] : INFO : Epoch 1624 | loss: 0.0311636 | val_loss: 0.0311908 | Time: 2815.51 ms
[2020-12-18 14:06:00 main:581] : INFO : Epoch 1625 | loss: 0.0311584 | val_loss: 0.031194 | Time: 2859.88 ms
[2020-12-18 14:06:03 main:581] : INFO : Epoch 1626 | loss: 0.0311609 | val_loss: 0.0311935 | Time: 2822.14 ms
[2020-12-18 14:06:06 main:581] : INFO : Epoch 1627 | loss: 0.0311574 | val_loss: 0.0312036 | Time: 2819.03 ms
[2020-12-18 14:06:09 main:581] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311955 | Time: 2819.91 ms
[2020-12-18 14:06:11 main:581] : INFO : Epoch 1629 | loss: 0.0311543 | val_loss: 0.0311983 | Time: 2818.86 ms
[2020-12-18 14:06:14 main:581] : INFO : Epoch 1630 | loss: 0.0311522 | val_loss: 0.0312059 | Time: 2820.54 ms
[2020-12-18 14:06:17 main:581] : INFO : Epoch 1631 | loss: 0.0311528 | val_loss: 0.0311968 | Time: 2822.54 ms
[2020-12-18 14:06:20 main:581] : INFO : Epoch 1632 | loss: 0.0311608 | val_loss: 0.0311959 | Time: 2822.06 ms
[2020-12-18 14:06:23 main:581] : INFO : Epoch 1633 | loss: 0.0311532 | val_loss: 0.0311937 | Time: 2812.68 ms
[2020-12-18 14:06:25 main:581] : INFO : Epoch 1634 | loss: 0.031154 | val_loss: 0.0311964 | Time: 2818.01 ms
[2020-12-18 14:06:28 main:581] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.0312009 | Time: 2814.34 ms
[2020-12-18 14:06:31 main:581] : INFO : Epoch 1636 | loss: 0.0311988 | val_loss: 0.0311963 | Time: 2838.72 ms
[2020-12-18 14:06:34 main:581] : INFO : Epoch 1637 | loss: 0.0311938 | val_loss: 0.0311903 | Time: 2819.46 ms
[2020-12-18 14:06:37 main:581] : INFO : Epoch 1638 | loss: 0.0311899 | val_loss: 0.0311865 | Time: 2817.2 ms
[2020-12-18 14:06:40 main:581] : INFO : Epoch 1639 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 2821.37 ms
[2020-12-18 14:06:42 main:581] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311905 | Time: 2820.81 ms
[2020-12-18 14:06:45 main:581] : INFO : Epoch 1641 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2816.98 ms
[2020-12-18 14:06:48 main:581] : INFO : Epoch 1642 | loss: 0.0311794 | val_loss: 0.0311917 | Time: 2816.81 ms
[2020-12-18 14:06:51 main:581] : INFO : Epoch 1643 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 2816.01 ms
[2020-12-18 14:06:54 main:581] : INFO : Epoch 1644 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 2795.31 ms
[2020-12-18 14:06:56 main:581] : INFO : Epoch 1645 | loss: 0.031174 | val_loss: 0.0311827 | Time: 2817.28 ms
[2020-12-18 14:06:59 main:581] : INFO : Epoch 1646 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 2830.98 ms
[2020-12-18 14:07:02 main:581] : INFO : Epoch 1647 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 2841.55 ms
[2020-12-18 14:07:05 main:581] : INFO : Epoch 1648 | loss: 0.0311711 | val_loss: 0.0311831 | Time: 2818.58 ms
[2020-12-18 14:07:08 main:581] : INFO : Epoch 1649 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 2820.03 ms
[2020-12-18 14:07:11 main:581] : INFO : Epoch 1650 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 2818.01 ms
[2020-12-18 14:07:13 main:581] : INFO : Epoch 1651 | loss: 0.031174 | val_loss: 0.0311944 | Time: 2818.87 ms
[2020-12-18 14:07:16 main:581] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 2819.98 ms
[2020-12-18 14:07:19 main:581] : INFO : Epoch 1653 | loss: 0.031171 | val_loss: 0.0311863 | Time: 2815.13 ms
[2020-12-18 14:07:22 main:581] : INFO : Epoch 1654 | loss: 0.03117 | val_loss: 0.0311843 | Time: 2802.39 ms
[2020-12-18 14:07:25 main:581] : INFO : Epoch 1655 | loss: 0.0311685 | val_loss: 0.031185 | Time: 2810.46 ms
[2020-12-18 14:07:28 main:581] : INFO : Epoch 1656 | loss: 0.0311657 | val_loss: 0.0311827 | Time: 2811.05 ms
[2020-12-18 14:07:30 main:581] : INFO : Epoch 1657 | loss: 0.0311648 | val_loss: 0.0311855 | Time: 2837.56 ms
[2020-12-18 14:07:33 main:581] : INFO : Epoch 1658 | loss: 0.0311647 | val_loss: 0.03119 | Time: 2813.62 ms
[2020-12-18 14:07:36 main:581] : INFO : Epoch 1659 | loss: 0.0311635 | val_loss: 0.0311845 | Time: 2818.26 ms
[2020-12-18 14:07:39 main:581] : INFO : Epoch 1660 | loss: 0.0311629 | val_loss: 0.0311852 | Time: 2817.86 ms
[2020-12-18 14:07:42 main:581] : INFO : Epoch 1661 | loss: 0.0311625 | val_loss: 0.0311867 | Time: 2819.58 ms
[2020-12-18 14:07:44 main:581] : INFO : Epoch 1662 | loss: 0.0311658 | val_loss: 0.0311927 | Time: 2819.38 ms
[2020-12-18 14:07:47 main:581] : INFO : Epoch 1663 | loss: 0.0311625 | val_loss: 0.0311851 | Time: 2820.49 ms
[2020-12-18 14:07:50 main:581] : INFO : Epoch 1664 | loss: 0.0311643 | val_loss: 0.0311864 | Time: 2817.8 ms
[2020-12-18 14:07:53 main:581] : INFO : Epoch 1665 | loss: 0.0311682 | val_loss: 0.031192 | Time: 2818.02 ms
[2020-12-18 14:07:56 main:581] : INFO : Epoch 1666 | loss: 0.0311683 | val_loss: 0.0311892 | Time: 2818.05 ms
[2020-12-18 14:07:59 main:581] : INFO : Epoch 1667 | loss: 0.031164 | val_loss: 0.0311867 | Time: 2827.43 ms
[2020-12-18 14:08:01 main:581] : INFO : Epoch 1668 | loss: 0.0311603 | val_loss: 0.0311899 | Time: 2840.98 ms
[2020-12-18 14:08:04 main:581] : INFO : Epoch 1669 | loss: 0.0311634 | val_loss: 0.031188 | Time: 2818.11 ms
[2020-12-18 14:08:07 main:581] : INFO : Epoch 1670 | loss: 0.0311614 | val_loss: 0.0311898 | Time: 2818.56 ms
[2020-12-18 14:08:10 main:581] : INFO : Epoch 1671 | loss: 0.031161 | val_loss: 0.0311857 | Time: 2821.6 ms
[2020-12-18 14:08:13 main:581] : INFO : Epoch 1672 | loss: 0.0311579 | val_loss: 0.0311885 | Time: 2820.24 ms
[2020-12-18 14:08:15 main:581] : INFO : Epoch 1673 | loss: 0.0311596 | val_loss: 0.0311949 | Time: 2818.15 ms
[2020-12-18 14:08:18 main:581] : INFO : Epoch 1674 | loss: 0.0311597 | val_loss: 0.0311882 | Time: 2816.72 ms
[2020-12-18 14:08:21 main:581] : INFO : Epoch 1675 | loss: 0.0311588 | val_loss: 0.0311895 | Time: 2815.9 ms
[2020-12-18 14:08:24 main:581] : INFO : Epoch 1676 | loss: 0.0311596 | val_loss: 0.0311956 | Time: 2820.21 ms
[2020-12-18 14:08:27 main:581] : INFO : Epoch 1677 | loss: 0.031157 | val_loss: 0.0311928 | Time: 2820.14 ms
[2020-12-18 14:08:30 main:581] : INFO : Epoch 1678 | loss: 0.0311685 | val_loss: 0.0311943 | Time: 2842.66 ms
[2020-12-18 14:08:32 main:581] : INFO : Epoch 1679 | loss: 0.0311653 | val_loss: 0.0311858 | Time: 2819.58 ms
[2020-12-18 14:08:35 main:581] : INFO : Epoch 1680 | loss: 0.0311612 | val_loss: 0.0311868 | Time: 2818.26 ms
[2020-12-18 14:08:38 main:581] : INFO : Epoch 1681 | loss: 0.0311588 | val_loss: 0.0311876 | Time: 2815.64 ms
[2020-12-18 14:08:41 main:581] : INFO : Epoch 1682 | loss: 0.0311561 | val_loss: 0.0311845 | Time: 2810.55 ms
[2020-12-18 14:08:44 main:581] : INFO : Epoch 1683 | loss: 0.0311553 | val_loss: 0.0311853 | Time: 2817.4 ms
[2020-12-18 14:08:47 main:581] : INFO : Epoch 1684 | loss: 0.0311561 | val_loss: 0.0311874 | Time: 2818.06 ms
[2020-12-18 14:08:49 main:581] : INFO : Epoch 1685 | loss: 0.0311594 | val_loss: 0.0311857 | Time: 2819.25 ms
[2020-12-18 14:08:52 main:581] : INFO : Epoch 1686 | loss: 0.0311622 | val_loss: 0.0311841 | Time: 2817.7 ms
[2020-12-18 14:08:55 main:581] : INFO : Epoch 1687 | loss: 0.031157 | val_loss: 0.0311834 | Time: 2817.97 ms
[2020-12-18 14:08:58 main:581] : INFO : Epoch 1688 | loss: 0.0311587 | val_loss: 0.0311868 | Time: 2817.14 ms
[2020-12-18 14:09:01 main:581] : INFO : Epoch 1689 | loss: 0.0311566 | val_loss: 0.0311898 | Time: 2859.89 ms
[2020-12-18 14:09:03 main:581] : INFO : Epoch 1690 | loss: 0.0311537 | val_loss: 0.0311915 | Time: 2814.88 ms
[2020-12-18 14:09:06 main:581] : INFO : Epoch 1691 | loss: 0.0311543 | val_loss: 0.0311859 | Time: 2813.33 ms
[2020-12-18 14:09:09 main:581] : INFO : Epoch 1692 | loss: 0.0311538 | val_loss: 0.031188 | Time: 2821.83 ms
[2020-12-18 14:09:12 main:581] : INFO : Epoch 1693 | loss: 0.0311542 | val_loss: 0.0311842 | Time: 2816.38 ms
[2020-12-18 14:09:15 main:581] : INFO : Epoch 1694 | loss: 0.0311544 | val_loss: 0.0311957 | Time: 2820.31 ms
[2020-12-18 14:09:18 main:581] : INFO : Epoch 1695 | loss: 0.0311558 | val_loss: 0.0311944 | Time: 2810.18 ms
[2020-12-18 14:09:20 main:581] : INFO : Epoch 1696 | loss: 0.0311546 | val_loss: 0.0311938 | Time: 2820.18 ms
[2020-12-18 14:09:23 main:581] : INFO : Epoch 1697 | loss: 0.0311552 | val_loss: 0.0311842 | Time: 2821.08 ms
[2020-12-18 14:09:26 main:581] : INFO : Epoch 1698 | loss: 0.0311592 | val_loss: 0.0311903 | Time: 2813.95 ms
[2020-12-18 14:09:29 main:581] : INFO : Epoch 1699 | loss: 0.0311567 | val_loss: 0.0311909 | Time: 2821.85 ms
[2020-12-18 14:09:32 main:581] : INFO : Epoch 1700 | loss: 0.0311557 | val_loss: 0.0311932 | Time: 2821.09 ms
[2020-12-18 14:09:34 main:581] : INFO : Epoch 1701 | loss: 0.0311525 | val_loss: 0.0311878 | Time: 2813.54 ms
[2020-12-18 14:09:37 main:581] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.0311883 | Time: 2816.82 ms
[2020-12-18 14:09:40 main:581] : INFO : Epoch 1703 | loss: 0.0311523 | val_loss: 0.031188 | Time: 2820.63 ms
[2020-12-18 14:09:43 main:581] : INFO : Epoch 1704 | loss: 0.0311568 | val_loss: 0.0311881 | Time: 2819 ms
[2020-12-18 14:09:46 main:581] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311874 | Time: 2818.56 ms
[2020-12-18 14:09:49 main:581] : INFO : Epoch 1706 | loss: 0.0311516 | val_loss: 0.0311891 | Time: 2818.41 ms
[2020-12-18 14:09:51 main:581] : INFO : Epoch 1707 | loss: 0.0311514 | val_loss: 0.0311908 | Time: 2816.74 ms
[2020-12-18 14:09:54 main:581] : INFO : Epoch 1708 | loss: 0.0311515 | val_loss: 0.0311846 | Time: 2816.58 ms
[2020-12-18 14:09:57 main:581] : INFO : Epoch 1709 | loss: 0.0311523 | val_loss: 0.0311874 | Time: 2815.35 ms
[2020-12-18 14:10:00 main:581] : INFO : Epoch 1710 | loss: 0.0311557 | val_loss: 0.0311866 | Time: 2843.76 ms
[2020-12-18 14:10:03 main:581] : INFO : Epoch 1711 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 2810.83 ms
[2020-12-18 14:10:05 main:581] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311914 | Time: 2816.34 ms
[2020-12-18 14:10:08 main:581] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2820.3 ms
[2020-12-18 14:10:11 main:581] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 2810.17 ms
[2020-12-18 14:10:14 main:581] : INFO : Epoch 1715 | loss: 0.0311671 | val_loss: 0.0311845 | Time: 2816.91 ms
[2020-12-18 14:10:17 main:581] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311814 | Time: 2821.77 ms
[2020-12-18 14:10:20 main:581] : INFO : Epoch 1717 | loss: 0.0311618 | val_loss: 0.0311844 | Time: 2823.96 ms
[2020-12-18 14:10:22 main:581] : INFO : Epoch 1718 | loss: 0.0311609 | val_loss: 0.0311857 | Time: 2821.42 ms
[2020-12-18 14:10:25 main:581] : INFO : Epoch 1719 | loss: 0.0311577 | val_loss: 0.0311837 | Time: 2819.42 ms
[2020-12-18 14:10:28 main:581] : INFO : Epoch 1720 | loss: 0.0311547 | val_loss: 0.0311841 | Time: 2818.71 ms
[2020-12-18 14:10:31 main:581] : INFO : Epoch 1721 | loss: 0.031154 | val_loss: 0.0311854 | Time: 2830.5 ms
[2020-12-18 14:10:34 main:581] : INFO : Epoch 1722 | loss: 0.0311523 | val_loss: 0.0311837 | Time: 2820.76 ms
[2020-12-18 14:10:36 main:581] : INFO : Epoch 1723 | loss: 0.0311536 | val_loss: 0.031184 | Time: 2811 ms
[2020-12-18 14:10:39 main:581] : INFO : Epoch 1724 | loss: 0.0311573 | val_loss: 0.0311919 | Time: 2813.56 ms
[2020-12-18 14:10:42 main:581] : INFO : Epoch 1725 | loss: 0.031158 | val_loss: 0.0311916 | Time: 2816.25 ms
[2020-12-18 14:10:45 main:581] : INFO : Epoch 1726 | loss: 0.0311519 | val_loss: 0.0311883 | Time: 2823.86 ms
[2020-12-18 14:10:48 main:581] : INFO : Epoch 1727 | loss: 0.0311501 | val_loss: 0.0311856 | Time: 2809.64 ms
[2020-12-18 14:10:51 main:581] : INFO : Epoch 1728 | loss: 0.0311489 | val_loss: 0.0311869 | Time: 2807.15 ms
[2020-12-18 14:10:53 main:581] : INFO : Epoch 1729 | loss: 0.0311527 | val_loss: 0.0312 | Time: 2821.22 ms
[2020-12-18 14:10:56 main:581] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311863 | Time: 2818.34 ms
[2020-12-18 14:10:59 main:581] : INFO : Epoch 1731 | loss: 0.0311552 | val_loss: 0.0311883 | Time: 2839.68 ms
[2020-12-18 14:11:02 main:581] : INFO : Epoch 1732 | loss: 0.0311521 | val_loss: 0.0311846 | Time: 2839.49 ms
[2020-12-18 14:11:05 main:581] : INFO : Epoch 1733 | loss: 0.0311502 | val_loss: 0.0311912 | Time: 2818.47 ms
[2020-12-18 14:11:08 main:581] : INFO : Epoch 1734 | loss: 0.0311502 | val_loss: 0.0311911 | Time: 2816.7 ms
[2020-12-18 14:11:10 main:581] : INFO : Epoch 1735 | loss: 0.0311482 | val_loss: 0.0311884 | Time: 2817.45 ms
[2020-12-18 14:11:13 main:581] : INFO : Epoch 1736 | loss: 0.0311486 | val_loss: 0.0311906 | Time: 2818.92 ms
[2020-12-18 14:11:16 main:581] : INFO : Epoch 1737 | loss: 0.0311537 | val_loss: 0.0311923 | Time: 2811.22 ms
[2020-12-18 14:11:19 main:581] : INFO : Epoch 1738 | loss: 0.0311617 | val_loss: 0.0311904 | Time: 2818.7 ms
[2020-12-18 14:11:22 main:581] : INFO : Epoch 1739 | loss: 0.0311516 | val_loss: 0.0311969 | Time: 2817.42 ms
[2020-12-18 14:11:24 main:581] : INFO : Epoch 1740 | loss: 0.0311491 | val_loss: 0.0311879 | Time: 2818.31 ms
[2020-12-18 14:11:27 main:581] : INFO : Epoch 1741 | loss: 0.0311464 | val_loss: 0.0311976 | Time: 2819.58 ms
[2020-12-18 14:11:30 main:581] : INFO : Epoch 1742 | loss: 0.031146 | val_loss: 0.0311919 | Time: 2819.16 ms
[2020-12-18 14:11:33 main:581] : INFO : Epoch 1743 | loss: 0.0311471 | val_loss: 0.0311885 | Time: 2806.62 ms
[2020-12-18 14:11:36 main:581] : INFO : Epoch 1744 | loss: 0.0311478 | val_loss: 0.0311869 | Time: 2823.94 ms
[2020-12-18 14:11:39 main:581] : INFO : Epoch 1745 | loss: 0.0311476 | val_loss: 0.0311914 | Time: 2821.08 ms
[2020-12-18 14:11:41 main:581] : INFO : Epoch 1746 | loss: 0.0311447 | val_loss: 0.0311975 | Time: 2817.05 ms
[2020-12-18 14:11:44 main:581] : INFO : Epoch 1747 | loss: 0.0311467 | val_loss: 0.031193 | Time: 2817.06 ms
[2020-12-18 14:11:47 main:581] : INFO : Epoch 1748 | loss: 0.0311439 | val_loss: 0.0311908 | Time: 2806.89 ms
[2020-12-18 14:11:50 main:581] : INFO : Epoch 1749 | loss: 0.0311459 | val_loss: 0.0311917 | Time: 2808.28 ms
[2020-12-18 14:11:53 main:581] : INFO : Epoch 1750 | loss: 0.0311499 | val_loss: 0.0311884 | Time: 2816.79 ms
[2020-12-18 14:11:55 main:581] : INFO : Epoch 1751 | loss: 0.0311487 | val_loss: 0.0311938 | Time: 2814.81 ms
[2020-12-18 14:11:58 main:581] : INFO : Epoch 1752 | loss: 0.0311458 | val_loss: 0.0311964 | Time: 2813.88 ms
[2020-12-18 14:12:01 main:581] : INFO : Epoch 1753 | loss: 0.0311483 | val_loss: 0.031188 | Time: 2863.98 ms
[2020-12-18 14:12:04 main:581] : INFO : Epoch 1754 | loss: 0.0311485 | val_loss: 0.0311924 | Time: 2813.75 ms
[2020-12-18 14:12:07 main:581] : INFO : Epoch 1755 | loss: 0.0311479 | val_loss: 0.0311976 | Time: 2814.47 ms
[2020-12-18 14:12:10 main:581] : INFO : Epoch 1756 | loss: 0.0311469 | val_loss: 0.0312003 | Time: 2816.97 ms
[2020-12-18 14:12:12 main:581] : INFO : Epoch 1757 | loss: 0.0311491 | val_loss: 0.0312002 | Time: 2810.74 ms
[2020-12-18 14:12:15 main:581] : INFO : Epoch 1758 | loss: 0.0311518 | val_loss: 0.0311939 | Time: 2818.19 ms
[2020-12-18 14:12:18 main:581] : INFO : Epoch 1759 | loss: 0.0311494 | val_loss: 0.0311888 | Time: 2819.77 ms
[2020-12-18 14:12:21 main:581] : INFO : Epoch 1760 | loss: 0.031147 | val_loss: 0.0311898 | Time: 2820.73 ms
[2020-12-18 14:12:24 main:581] : INFO : Epoch 1761 | loss: 0.0311538 | val_loss: 0.0311902 | Time: 2821.05 ms
[2020-12-18 14:12:26 main:581] : INFO : Epoch 1762 | loss: 0.0311533 | val_loss: 0.0311964 | Time: 2821.1 ms
[2020-12-18 14:12:29 main:581] : INFO : Epoch 1763 | loss: 0.0311462 | val_loss: 0.0311895 | Time: 2834.55 ms
[2020-12-18 14:12:32 main:581] : INFO : Epoch 1764 | loss: 0.0311483 | val_loss: 0.0311895 | Time: 2803.14 ms
[2020-12-18 14:12:35 main:581] : INFO : Epoch 1765 | loss: 0.0311466 | val_loss: 0.0311852 | Time: 2814.62 ms
[2020-12-18 14:12:38 main:581] : INFO : Epoch 1766 | loss: 0.0311442 | val_loss: 0.0311924 | Time: 2804.08 ms
[2020-12-18 14:12:41 main:581] : INFO : Epoch 1767 | loss: 0.0311475 | val_loss: 0.0312011 | Time: 2814.94 ms
[2020-12-18 14:12:43 main:581] : INFO : Epoch 1768 | loss: 0.0311474 | val_loss: 0.0311893 | Time: 2803.35 ms
[2020-12-18 14:12:46 main:581] : INFO : Epoch 1769 | loss: 0.031152 | val_loss: 0.0311903 | Time: 2807 ms
[2020-12-18 14:12:49 main:581] : INFO : Epoch 1770 | loss: 0.031145 | val_loss: 0.0311907 | Time: 2800.88 ms
[2020-12-18 14:12:52 main:581] : INFO : Epoch 1771 | loss: 0.0311451 | val_loss: 0.0311964 | Time: 2811.43 ms
[2020-12-18 14:12:55 main:581] : INFO : Epoch 1772 | loss: 0.031144 | val_loss: 0.0311955 | Time: 2817.09 ms
[2020-12-18 14:12:57 main:581] : INFO : Epoch 1773 | loss: 0.0311396 | val_loss: 0.031195 | Time: 2814.26 ms
[2020-12-18 14:13:00 main:581] : INFO : Epoch 1774 | loss: 0.0311401 | val_loss: 0.0311927 | Time: 2863.07 ms
[2020-12-18 14:13:03 main:581] : INFO : Epoch 1775 | loss: 0.0311415 | val_loss: 0.0311921 | Time: 2815.99 ms
[2020-12-18 14:13:06 main:581] : INFO : Epoch 1776 | loss: 0.0311449 | val_loss: 0.0311908 | Time: 2815.03 ms
[2020-12-18 14:13:09 main:581] : INFO : Epoch 1777 | loss: 0.0311479 | val_loss: 0.0311903 | Time: 2805.32 ms
[2020-12-18 14:13:11 main:581] : INFO : Epoch 1778 | loss: 0.0311428 | val_loss: 0.0311944 | Time: 2822.72 ms
[2020-12-18 14:13:14 main:581] : INFO : Epoch 1779 | loss: 0.0311404 | val_loss: 0.0312003 | Time: 2820.14 ms
[2020-12-18 14:13:17 main:581] : INFO : Epoch 1780 | loss: 0.0311396 | val_loss: 0.0311964 | Time: 2810.12 ms
[2020-12-18 14:13:20 main:581] : INFO : Epoch 1781 | loss: 0.0311385 | val_loss: 0.0311993 | Time: 2806.53 ms
[2020-12-18 14:13:23 main:581] : INFO : Epoch 1782 | loss: 0.0311387 | val_loss: 0.0312081 | Time: 2822.37 ms
[2020-12-18 14:13:26 main:581] : INFO : Epoch 1783 | loss: 0.0311439 | val_loss: 0.0311956 | Time: 2811.02 ms
[2020-12-18 14:13:28 main:581] : INFO : Epoch 1784 | loss: 0.0311412 | val_loss: 0.0311943 | Time: 2818.69 ms
[2020-12-18 14:13:31 main:581] : INFO : Epoch 1785 | loss: 0.0311434 | val_loss: 0.031194 | Time: 2833.79 ms
[2020-12-18 14:13:34 main:581] : INFO : Epoch 1786 | loss: 0.0311412 | val_loss: 0.0311909 | Time: 2814.03 ms
[2020-12-18 14:13:37 main:581] : INFO : Epoch 1787 | loss: 0.0311403 | val_loss: 0.0311946 | Time: 2813.17 ms
[2020-12-18 14:13:40 main:581] : INFO : Epoch 1788 | loss: 0.0311437 | val_loss: 0.0311947 | Time: 2815.47 ms
[2020-12-18 14:13:42 main:581] : INFO : Epoch 1789 | loss: 0.0311396 | val_loss: 0.0311903 | Time: 2816.84 ms
[2020-12-18 14:13:45 main:581] : INFO : Epoch 1790 | loss: 0.0311466 | val_loss: 0.0312114 | Time: 2809.19 ms
[2020-12-18 14:13:48 main:581] : INFO : Epoch 1791 | loss: 0.0311591 | val_loss: 0.0311924 | Time: 2804.98 ms
[2020-12-18 14:13:51 main:581] : INFO : Epoch 1792 | loss: 0.0311651 | val_loss: 0.0312001 | Time: 2815.79 ms
[2020-12-18 14:13:54 main:581] : INFO : Epoch 1793 | loss: 0.0311576 | val_loss: 0.0311945 | Time: 2811.55 ms
[2020-12-18 14:13:57 main:581] : INFO : Epoch 1794 | loss: 0.031149 | val_loss: 0.0311892 | Time: 2806.85 ms
[2020-12-18 14:13:59 main:581] : INFO : Epoch 1795 | loss: 0.0311431 | val_loss: 0.0311951 | Time: 2839.05 ms
[2020-12-18 14:14:02 main:581] : INFO : Epoch 1796 | loss: 0.0311452 | val_loss: 0.0311879 | Time: 2843.18 ms
[2020-12-18 14:14:05 main:581] : INFO : Epoch 1797 | loss: 0.0311432 | val_loss: 0.0311901 | Time: 2813.4 ms
[2020-12-18 14:14:08 main:581] : INFO : Epoch 1798 | loss: 0.0311491 | val_loss: 0.031189 | Time: 2794.76 ms
[2020-12-18 14:14:11 main:581] : INFO : Epoch 1799 | loss: 0.0311469 | val_loss: 0.0311913 | Time: 2810.12 ms
[2020-12-18 14:14:13 main:581] : INFO : Epoch 1800 | loss: 0.0311496 | val_loss: 0.0311938 | Time: 2813.93 ms
[2020-12-18 14:14:16 main:581] : INFO : Epoch 1801 | loss: 0.0311454 | val_loss: 0.0311954 | Time: 2813.81 ms
[2020-12-18 14:14:19 main:581] : INFO : Epoch 1802 | loss: 0.0311366 | val_loss: 0.0311947 | Time: 2811.23 ms
[2020-12-18 14:14:22 main:581] : INFO : Epoch 1803 | loss: 0.0311381 | val_loss: 0.031193 | Time: 2807.96 ms
[2020-12-18 14:14:25 main:581] : INFO : Epoch 1804 | loss: 0.0311391 | val_loss: 0.0312014 | Time: 2807.17 ms
[2020-12-18 14:14:28 main:581] : INFO : Epoch 1805 | loss: 0.0311376 | val_loss: 0.0311919 | Time: 2809.61 ms
[2020-12-18 14:14:30 main:581] : INFO : Epoch 1806 | loss: 0.0311612 | val_loss: 0.031207 | Time: 2836.04 ms
[2020-12-18 14:14:33 main:581] : INFO : Epoch 1807 | loss: 0.0311971 | val_loss: 0.0311946 | Time: 2823.56 ms
[2020-12-18 14:14:36 main:581] : INFO : Epoch 1808 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 2816.9 ms
[2020-12-18 14:14:39 main:581] : INFO : Epoch 1809 | loss: 0.0311769 | val_loss: 0.031184 | Time: 2823.49 ms
[2020-12-18 14:14:42 main:581] : INFO : Epoch 1810 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 2809.34 ms
[2020-12-18 14:14:44 main:581] : INFO : Epoch 1811 | loss: 0.0311687 | val_loss: 0.031182 | Time: 2820.9 ms
[2020-12-18 14:14:47 main:581] : INFO : Epoch 1812 | loss: 0.0311644 | val_loss: 0.0311855 | Time: 2804.85 ms
[2020-12-18 14:14:50 main:581] : INFO : Epoch 1813 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 2821.97 ms
[2020-12-18 14:14:53 main:581] : INFO : Epoch 1814 | loss: 0.031167 | val_loss: 0.0311856 | Time: 2817.56 ms
[2020-12-18 14:14:56 main:581] : INFO : Epoch 1815 | loss: 0.0311639 | val_loss: 0.0311838 | Time: 2819.22 ms
[2020-12-18 14:14:59 main:581] : INFO : Epoch 1816 | loss: 0.0311622 | val_loss: 0.0311852 | Time: 2824.12 ms
[2020-12-18 14:15:01 main:581] : INFO : Epoch 1817 | loss: 0.031162 | val_loss: 0.0311832 | Time: 2844.34 ms
[2020-12-18 14:15:04 main:581] : INFO : Epoch 1818 | loss: 0.0311607 | val_loss: 0.0311835 | Time: 2818.43 ms
[2020-12-18 14:15:07 main:581] : INFO : Epoch 1819 | loss: 0.0311613 | val_loss: 0.031194 | Time: 2819.01 ms
[2020-12-18 14:15:10 main:581] : INFO : Epoch 1820 | loss: 0.031159 | val_loss: 0.0311915 | Time: 2816.46 ms
[2020-12-18 14:15:13 main:581] : INFO : Epoch 1821 | loss: 0.0311552 | val_loss: 0.031189 | Time: 2813.53 ms
[2020-12-18 14:15:15 main:581] : INFO : Epoch 1822 | loss: 0.0311548 | val_loss: 0.0311889 | Time: 2818.33 ms
[2020-12-18 14:15:18 main:581] : INFO : Epoch 1823 | loss: 0.0311562 | val_loss: 0.0311915 | Time: 2818.46 ms
[2020-12-18 14:15:21 main:581] : INFO : Epoch 1824 | loss: 0.0311548 | val_loss: 0.0311913 | Time: 2817.62 ms
[2020-12-18 14:15:24 main:581] : INFO : Epoch 1825 | loss: 0.0311524 | val_loss: 0.0311874 | Time: 2820.9 ms
[2020-12-18 14:15:27 main:581] : INFO : Epoch 1826 | loss: 0.0311517 | val_loss: 0.0311908 | Time: 2818.22 ms
[2020-12-18 14:15:30 main:581] : INFO : Epoch 1827 | loss: 0.0311513 | val_loss: 0.031192 | Time: 2842.06 ms
[2020-12-18 14:15:32 main:581] : INFO : Epoch 1828 | loss: 0.0311506 | val_loss: 0.0311862 | Time: 2817.05 ms
[2020-12-18 14:15:35 main:581] : INFO : Epoch 1829 | loss: 0.0311488 | val_loss: 0.031193 | Time: 2823.04 ms
[2020-12-18 14:15:38 main:581] : INFO : Epoch 1830 | loss: 0.0311501 | val_loss: 0.0311969 | Time: 2821.12 ms
[2020-12-18 14:15:41 main:581] : INFO : Epoch 1831 | loss: 0.0311574 | val_loss: 0.0311882 | Time: 2816.01 ms
[2020-12-18 14:15:44 main:581] : INFO : Epoch 1832 | loss: 0.031152 | val_loss: 0.0311914 | Time: 2814.59 ms
[2020-12-18 14:15:46 main:581] : INFO : Epoch 1833 | loss: 0.0311523 | val_loss: 0.0311869 | Time: 2813.57 ms
[2020-12-18 14:15:49 main:581] : INFO : Epoch 1834 | loss: 0.031149 | val_loss: 0.03119 | Time: 2817.66 ms
[2020-12-18 14:15:52 main:581] : INFO : Epoch 1835 | loss: 0.0311494 | val_loss: 0.0311918 | Time: 2815.47 ms
[2020-12-18 14:15:55 main:581] : INFO : Epoch 1836 | loss: 0.0311497 | val_loss: 0.031197 | Time: 2817.17 ms
[2020-12-18 14:15:58 main:581] : INFO : Epoch 1837 | loss: 0.0311484 | val_loss: 0.0311891 | Time: 2816.27 ms
[2020-12-18 14:16:01 main:581] : INFO : Epoch 1838 | loss: 0.0311496 | val_loss: 0.0311868 | Time: 2861.17 ms
[2020-12-18 14:16:03 main:581] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311828 | Time: 2808.29 ms
[2020-12-18 14:16:06 main:581] : INFO : Epoch 1840 | loss: 0.0311519 | val_loss: 0.0311882 | Time: 2805.71 ms
[2020-12-18 14:16:09 main:581] : INFO : Epoch 1841 | loss: 0.0311475 | val_loss: 0.0311881 | Time: 2811.47 ms
[2020-12-18 14:16:12 main:581] : INFO : Epoch 1842 | loss: 0.0311465 | val_loss: 0.0311864 | Time: 2819.68 ms
[2020-12-18 14:16:15 main:581] : INFO : Epoch 1843 | loss: 0.0311455 | val_loss: 0.0311925 | Time: 2821 ms
[2020-12-18 14:16:18 main:581] : INFO : Epoch 1844 | loss: 0.0311459 | val_loss: 0.0311889 | Time: 2811.24 ms
[2020-12-18 14:16:20 main:581] : INFO : Epoch 1845 | loss: 0.0311436 | val_loss: 0.0311993 | Time: 2798.55 ms
[2020-12-18 14:16:23 main:581] : INFO : Epoch 1846 | loss: 0.0311429 | val_loss: 0.0311901 | Time: 2813.58 ms
[2020-12-18 14:16:26 main:581] : INFO : Epoch 1847 | loss: 0.0311478 | val_loss: 0.0311907 | Time: 2819.05 ms
[2020-12-18 14:16:29 main:581] : INFO : Epoch 1848 | loss: 0.0311452 | val_loss: 0.0311866 | Time: 2822.81 ms
[2020-12-18 14:16:32 main:581] : INFO : Epoch 1849 | loss: 0.0311464 | val_loss: 0.0311951 | Time: 2813.35 ms
[2020-12-18 14:16:34 main:581] : INFO : Epoch 1850 | loss: 0.0311457 | val_loss: 0.0311904 | Time: 2813.71 ms
[2020-12-18 14:16:37 main:581] : INFO : Epoch 1851 | loss: 0.0311419 | val_loss: 0.0311932 | Time: 2810.31 ms
[2020-12-18 14:16:40 main:581] : INFO : Epoch 1852 | loss: 0.0311426 | val_loss: 0.0311877 | Time: 2808.12 ms
[2020-12-18 14:16:43 main:581] : INFO : Epoch 1853 | loss: 0.0311448 | val_loss: 0.0312112 | Time: 2814.38 ms
[2020-12-18 14:16:46 main:581] : INFO : Epoch 1854 | loss: 0.0311581 | val_loss: 0.0311966 | Time: 2816.43 ms
[2020-12-18 14:16:48 main:581] : INFO : Epoch 1855 | loss: 0.0311554 | val_loss: 0.0311887 | Time: 2808.27 ms
[2020-12-18 14:16:51 main:581] : INFO : Epoch 1856 | loss: 0.0311438 | val_loss: 0.0311946 | Time: 2806.12 ms
[2020-12-18 14:16:54 main:581] : INFO : Epoch 1857 | loss: 0.0311456 | val_loss: 0.0311869 | Time: 2808.99 ms
[2020-12-18 14:16:57 main:581] : INFO : Epoch 1858 | loss: 0.0311489 | val_loss: 0.0311892 | Time: 2811.48 ms
[2020-12-18 14:17:00 main:581] : INFO : Epoch 1859 | loss: 0.0311522 | val_loss: 0.0311954 | Time: 2851.48 ms
[2020-12-18 14:17:03 main:581] : INFO : Epoch 1860 | loss: 0.0311469 | val_loss: 0.0311902 | Time: 2819.47 ms
[2020-12-18 14:17:05 main:581] : INFO : Epoch 1861 | loss: 0.0311448 | val_loss: 0.0311922 | Time: 2821.9 ms
[2020-12-18 14:17:08 main:581] : INFO : Epoch 1862 | loss: 0.0311431 | val_loss: 0.0311891 | Time: 2821.09 ms
[2020-12-18 14:17:11 main:581] : INFO : Epoch 1863 | loss: 0.0311406 | val_loss: 0.0311898 | Time: 2820.77 ms
[2020-12-18 14:17:14 main:581] : INFO : Epoch 1864 | loss: 0.0311407 | val_loss: 0.0311944 | Time: 2816.57 ms
[2020-12-18 14:17:17 main:581] : INFO : Epoch 1865 | loss: 0.0311403 | val_loss: 0.0311976 | Time: 2813.59 ms
[2020-12-18 14:17:19 main:581] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311837 | Time: 2799.52 ms
[2020-12-18 14:17:22 main:581] : INFO : Epoch 1867 | loss: 0.031162 | val_loss: 0.0311813 | Time: 2815.55 ms
[2020-12-18 14:17:25 main:581] : INFO : Epoch 1868 | loss: 0.0311587 | val_loss: 0.0311795 | Time: 2808.37 ms
[2020-12-18 14:17:28 main:581] : INFO : Epoch 1869 | loss: 0.0311588 | val_loss: 0.0311778 | Time: 2813.4 ms
[2020-12-18 14:17:31 main:581] : INFO : Epoch 1870 | loss: 0.0311532 | val_loss: 0.0311797 | Time: 2838.54 ms
[2020-12-18 14:17:34 main:581] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.0311801 | Time: 2819.28 ms
[2020-12-18 14:17:36 main:581] : INFO : Epoch 1872 | loss: 0.031147 | val_loss: 0.0311805 | Time: 2813.33 ms
[2020-12-18 14:17:39 main:581] : INFO : Epoch 1873 | loss: 0.031147 | val_loss: 0.031184 | Time: 2820.86 ms
[2020-12-18 14:17:42 main:581] : INFO : Epoch 1874 | loss: 0.0311464 | val_loss: 0.0311869 | Time: 2823.06 ms
[2020-12-18 14:17:45 main:581] : INFO : Epoch 1875 | loss: 0.0311455 | val_loss: 0.0311851 | Time: 2821.4 ms
[2020-12-18 14:17:48 main:581] : INFO : Epoch 1876 | loss: 0.0311459 | val_loss: 0.0311886 | Time: 2816.54 ms
[2020-12-18 14:17:50 main:581] : INFO : Epoch 1877 | loss: 0.0311443 | val_loss: 0.0311894 | Time: 2815 ms
[2020-12-18 14:17:53 main:581] : INFO : Epoch 1878 | loss: 0.0311439 | val_loss: 0.0311866 | Time: 2822.28 ms
[2020-12-18 14:17:56 main:581] : INFO : Epoch 1879 | loss: 0.0311421 | val_loss: 0.0311973 | Time: 2817.23 ms
[2020-12-18 14:17:59 main:581] : INFO : Epoch 1880 | loss: 0.0311406 | val_loss: 0.0311933 | Time: 2822.77 ms
[2020-12-18 14:18:02 main:581] : INFO : Epoch 1881 | loss: 0.0311408 | val_loss: 0.0311883 | Time: 2833.72 ms
[2020-12-18 14:18:05 main:581] : INFO : Epoch 1882 | loss: 0.0311427 | val_loss: 0.0311904 | Time: 2814.16 ms
[2020-12-18 14:18:07 main:581] : INFO : Epoch 1883 | loss: 0.031145 | val_loss: 0.0311908 | Time: 2820.6 ms
[2020-12-18 14:18:10 main:581] : INFO : Epoch 1884 | loss: 0.0311552 | val_loss: 0.0311923 | Time: 2816.99 ms
[2020-12-18 14:18:13 main:581] : INFO : Epoch 1885 | loss: 0.0311496 | val_loss: 0.0311896 | Time: 2814.28 ms
[2020-12-18 14:18:16 main:581] : INFO : Epoch 1886 | loss: 0.0311447 | val_loss: 0.0311873 | Time: 2810.01 ms
[2020-12-18 14:18:19 main:581] : INFO : Epoch 1887 | loss: 0.0311422 | val_loss: 0.0311883 | Time: 2817.48 ms
[2020-12-18 14:18:21 main:581] : INFO : Epoch 1888 | loss: 0.0311429 | val_loss: 0.0311868 | Time: 2807.7 ms
[2020-12-18 14:18:24 main:581] : INFO : Epoch 1889 | loss: 0.0311415 | val_loss: 0.0311937 | Time: 2805.55 ms
[2020-12-18 14:18:27 main:581] : INFO : Epoch 1890 | loss: 0.0311391 | val_loss: 0.0311929 | Time: 2813.17 ms
[2020-12-18 14:18:30 main:581] : INFO : Epoch 1891 | loss: 0.0311381 | val_loss: 0.0311939 | Time: 2845.19 ms
[2020-12-18 14:18:33 main:581] : INFO : Epoch 1892 | loss: 0.0311365 | val_loss: 0.0311875 | Time: 2814.03 ms
[2020-12-18 14:18:36 main:581] : INFO : Epoch 1893 | loss: 0.0311405 | val_loss: 0.0311886 | Time: 2808.55 ms
[2020-12-18 14:18:38 main:581] : INFO : Epoch 1894 | loss: 0.0311512 | val_loss: 0.0311879 | Time: 2817.27 ms
[2020-12-18 14:18:41 main:581] : INFO : Epoch 1895 | loss: 0.0311428 | val_loss: 0.0311877 | Time: 2815.28 ms
[2020-12-18 14:18:44 main:581] : INFO : Epoch 1896 | loss: 0.0311408 | val_loss: 0.031187 | Time: 2801.92 ms
[2020-12-18 14:18:47 main:581] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.0311879 | Time: 2820.78 ms
[2020-12-18 14:18:50 main:581] : INFO : Epoch 1898 | loss: 0.0311361 | val_loss: 0.0311886 | Time: 2819.95 ms
[2020-12-18 14:18:52 main:581] : INFO : Epoch 1899 | loss: 0.0311369 | val_loss: 0.0311922 | Time: 2820.71 ms
[2020-12-18 14:18:55 main:581] : INFO : Epoch 1900 | loss: 0.0311409 | val_loss: 0.0311873 | Time: 2813.5 ms
[2020-12-18 14:18:58 main:581] : INFO : Epoch 1901 | loss: 0.0311446 | val_loss: 0.0311912 | Time: 2813.19 ms
[2020-12-18 14:19:01 main:581] : INFO : Epoch 1902 | loss: 0.0311419 | val_loss: 0.0311867 | Time: 2852.94 ms
[2020-12-18 14:19:04 main:581] : INFO : Epoch 1903 | loss: 0.0311473 | val_loss: 0.0311975 | Time: 2812.88 ms
[2020-12-18 14:19:07 main:581] : INFO : Epoch 1904 | loss: 0.0311399 | val_loss: 0.0311896 | Time: 2818.57 ms
[2020-12-18 14:19:09 main:581] : INFO : Epoch 1905 | loss: 0.0311359 | val_loss: 0.0311904 | Time: 2818.66 ms
[2020-12-18 14:19:12 main:581] : INFO : Epoch 1906 | loss: 0.0311347 | val_loss: 0.0311934 | Time: 2813.04 ms
[2020-12-18 14:19:15 main:581] : INFO : Epoch 1907 | loss: 0.0311398 | val_loss: 0.0311983 | Time: 2819.5 ms
[2020-12-18 14:19:18 main:581] : INFO : Epoch 1908 | loss: 0.0311406 | val_loss: 0.0312056 | Time: 2820.12 ms
[2020-12-18 14:19:21 main:581] : INFO : Epoch 1909 | loss: 0.0311439 | val_loss: 0.0311858 | Time: 2813.2 ms
[2020-12-18 14:19:23 main:581] : INFO : Epoch 1910 | loss: 0.031141 | val_loss: 0.0311962 | Time: 2819.81 ms
[2020-12-18 14:19:26 main:581] : INFO : Epoch 1911 | loss: 0.0311391 | val_loss: 0.0311932 | Time: 2821.92 ms
[2020-12-18 14:19:29 main:581] : INFO : Epoch 1912 | loss: 0.0311375 | val_loss: 0.0311915 | Time: 2844.44 ms
[2020-12-18 14:19:32 main:581] : INFO : Epoch 1913 | loss: 0.0311348 | val_loss: 0.031197 | Time: 2818.41 ms
[2020-12-18 14:19:35 main:581] : INFO : Epoch 1914 | loss: 0.0311369 | val_loss: 0.0311926 | Time: 2819.53 ms
[2020-12-18 14:19:38 main:581] : INFO : Epoch 1915 | loss: 0.0311373 | val_loss: 0.0311925 | Time: 2821.26 ms
[2020-12-18 14:19:40 main:581] : INFO : Epoch 1916 | loss: 0.0311362 | val_loss: 0.0311939 | Time: 2808.16 ms
[2020-12-18 14:19:43 main:581] : INFO : Epoch 1917 | loss: 0.031136 | val_loss: 0.0311958 | Time: 2820.73 ms
[2020-12-18 14:19:46 main:581] : INFO : Epoch 1918 | loss: 0.0311372 | val_loss: 0.0311949 | Time: 2822.52 ms
[2020-12-18 14:19:49 main:581] : INFO : Epoch 1919 | loss: 0.0311326 | val_loss: 0.0311967 | Time: 2815.69 ms
[2020-12-18 14:19:52 main:581] : INFO : Epoch 1920 | loss: 0.0311346 | val_loss: 0.0312047 | Time: 2821.05 ms
[2020-12-18 14:19:55 main:581] : INFO : Epoch 1921 | loss: 0.0311361 | val_loss: 0.0311884 | Time: 2818.44 ms
[2020-12-18 14:19:57 main:581] : INFO : Epoch 1922 | loss: 0.0311346 | val_loss: 0.0311955 | Time: 2815.28 ms
[2020-12-18 14:20:00 main:581] : INFO : Epoch 1923 | loss: 0.0311335 | val_loss: 0.0312038 | Time: 2857.69 ms
[2020-12-18 14:20:03 main:581] : INFO : Epoch 1924 | loss: 0.0311325 | val_loss: 0.0312004 | Time: 2822.48 ms
[2020-12-18 14:20:06 main:581] : INFO : Epoch 1925 | loss: 0.0311392 | val_loss: 0.0312094 | Time: 2821.35 ms
[2020-12-18 14:20:09 main:581] : INFO : Epoch 1926 | loss: 0.0311354 | val_loss: 0.0311927 | Time: 2817.06 ms
[2020-12-18 14:20:11 main:581] : INFO : Epoch 1927 | loss: 0.031137 | val_loss: 0.0312043 | Time: 2821.55 ms
[2020-12-18 14:20:14 main:581] : INFO : Epoch 1928 | loss: 0.0311392 | val_loss: 0.0312005 | Time: 2814.52 ms
[2020-12-18 14:20:17 main:581] : INFO : Epoch 1929 | loss: 0.0311344 | val_loss: 0.0311991 | Time: 2819.84 ms
[2020-12-18 14:20:20 main:581] : INFO : Epoch 1930 | loss: 0.031137 | val_loss: 0.0311969 | Time: 2819.16 ms
[2020-12-18 14:20:23 main:581] : INFO : Epoch 1931 | loss: 0.0311333 | val_loss: 0.0311951 | Time: 2819.39 ms
[2020-12-18 14:20:26 main:581] : INFO : Epoch 1932 | loss: 0.0311317 | val_loss: 0.0312005 | Time: 2813.49 ms
[2020-12-18 14:20:28 main:581] : INFO : Epoch 1933 | loss: 0.0311344 | val_loss: 0.0311952 | Time: 2805.34 ms
[2020-12-18 14:20:31 main:581] : INFO : Epoch 1934 | loss: 0.0311338 | val_loss: 0.0312041 | Time: 2828.28 ms
[2020-12-18 14:20:34 main:581] : INFO : Epoch 1935 | loss: 0.0311304 | val_loss: 0.0312025 | Time: 2810.69 ms
[2020-12-18 14:20:37 main:581] : INFO : Epoch 1936 | loss: 0.0311313 | val_loss: 0.0311969 | Time: 2811.01 ms
[2020-12-18 14:20:40 main:581] : INFO : Epoch 1937 | loss: 0.0311302 | val_loss: 0.0312071 | Time: 2810.48 ms
[2020-12-18 14:20:42 main:581] : INFO : Epoch 1938 | loss: 0.0311298 | val_loss: 0.0311984 | Time: 2817.21 ms
[2020-12-18 14:20:45 main:581] : INFO : Epoch 1939 | loss: 0.0311336 | val_loss: 0.0311944 | Time: 2817.02 ms
[2020-12-18 14:20:48 main:581] : INFO : Epoch 1940 | loss: 0.0311345 | val_loss: 0.0311915 | Time: 2813.89 ms
[2020-12-18 14:20:51 main:581] : INFO : Epoch 1941 | loss: 0.031134 | val_loss: 0.0311936 | Time: 2813.41 ms
[2020-12-18 14:20:54 main:581] : INFO : Epoch 1942 | loss: 0.0311317 | val_loss: 0.0311939 | Time: 2810.41 ms
[2020-12-18 14:20:57 main:581] : INFO : Epoch 1943 | loss: 0.0311329 | val_loss: 0.0312017 | Time: 2817.02 ms
[2020-12-18 14:20:59 main:581] : INFO : Epoch 1944 | loss: 0.0311321 | val_loss: 0.0312003 | Time: 2842.97 ms
[2020-12-18 14:21:02 main:581] : INFO : Epoch 1945 | loss: 0.0311348 | val_loss: 0.0311985 | Time: 2839.37 ms
[2020-12-18 14:21:05 main:581] : INFO : Epoch 1946 | loss: 0.031137 | val_loss: 0.031201 | Time: 2816.15 ms
[2020-12-18 14:21:08 main:581] : INFO : Epoch 1947 | loss: 0.0311409 | val_loss: 0.0311969 | Time: 2818.29 ms
[2020-12-18 14:21:11 main:581] : INFO : Epoch 1948 | loss: 0.0311381 | val_loss: 0.0311998 | Time: 2817.34 ms
[2020-12-18 14:21:13 main:581] : INFO : Epoch 1949 | loss: 0.0311346 | val_loss: 0.0311974 | Time: 2815.51 ms
[2020-12-18 14:21:16 main:581] : INFO : Epoch 1950 | loss: 0.0311329 | val_loss: 0.0311994 | Time: 2816.2 ms
[2020-12-18 14:21:19 main:581] : INFO : Epoch 1951 | loss: 0.0311346 | val_loss: 0.0311941 | Time: 2814.35 ms
[2020-12-18 14:21:22 main:581] : INFO : Epoch 1952 | loss: 0.031133 | val_loss: 0.0312 | Time: 2810.28 ms
[2020-12-18 14:21:25 main:581] : INFO : Epoch 1953 | loss: 0.0311361 | val_loss: 0.0311981 | Time: 2810.57 ms
[2020-12-18 14:21:28 main:581] : INFO : Epoch 1954 | loss: 0.0311431 | val_loss: 0.0311965 | Time: 2810.57 ms
[2020-12-18 14:21:30 main:581] : INFO : Epoch 1955 | loss: 0.03115 | val_loss: 0.0311918 | Time: 2846.07 ms
[2020-12-18 14:21:33 main:581] : INFO : Epoch 1956 | loss: 0.0311411 | val_loss: 0.0312029 | Time: 2818.03 ms
[2020-12-18 14:21:36 main:581] : INFO : Epoch 1957 | loss: 0.0311366 | val_loss: 0.0312057 | Time: 2823.8 ms
[2020-12-18 14:21:39 main:581] : INFO : Epoch 1958 | loss: 0.0311325 | val_loss: 0.0311995 | Time: 2821.11 ms
[2020-12-18 14:21:42 main:581] : INFO : Epoch 1959 | loss: 0.0311303 | val_loss: 0.0312033 | Time: 2808.49 ms
[2020-12-18 14:21:44 main:581] : INFO : Epoch 1960 | loss: 0.0311291 | val_loss: 0.0312006 | Time: 2823.62 ms
[2020-12-18 14:21:47 main:581] : INFO : Epoch 1961 | loss: 0.0311303 | val_loss: 0.0312 | Time: 2814.35 ms
[2020-12-18 14:21:50 main:581] : INFO : Epoch 1962 | loss: 0.031129 | val_loss: 0.0312086 | Time: 2817.37 ms
[2020-12-18 14:21:53 main:581] : INFO : Epoch 1963 | loss: 0.0311261 | val_loss: 0.0312034 | Time: 2811.5 ms
[2020-12-18 14:21:56 main:581] : INFO : Epoch 1964 | loss: 0.0311256 | val_loss: 0.0312046 | Time: 2811.43 ms
[2020-12-18 14:21:59 main:581] : INFO : Epoch 1965 | loss: 0.0311282 | val_loss: 0.0312099 | Time: 2822.77 ms
[2020-12-18 14:22:01 main:581] : INFO : Epoch 1966 | loss: 0.03113 | val_loss: 0.0312069 | Time: 2828.75 ms
[2020-12-18 14:22:04 main:581] : INFO : Epoch 1967 | loss: 0.0311339 | val_loss: 0.0312025 | Time: 2823.09 ms
[2020-12-18 14:22:07 main:581] : INFO : Epoch 1968 | loss: 0.0311326 | val_loss: 0.0311978 | Time: 2820.54 ms
[2020-12-18 14:22:10 main:581] : INFO : Epoch 1969 | loss: 0.0311315 | val_loss: 0.031203 | Time: 2817.57 ms
[2020-12-18 14:22:13 main:581] : INFO : Epoch 1970 | loss: 0.031128 | val_loss: 0.0312019 | Time: 2815.95 ms
[2020-12-18 14:22:15 main:581] : INFO : Epoch 1971 | loss: 0.0311313 | val_loss: 0.0312084 | Time: 2821.1 ms
[2020-12-18 14:22:18 main:581] : INFO : Epoch 1972 | loss: 0.0311308 | val_loss: 0.0312028 | Time: 2819.88 ms
[2020-12-18 14:22:21 main:581] : INFO : Epoch 1973 | loss: 0.031134 | val_loss: 0.0312001 | Time: 2820.75 ms
[2020-12-18 14:22:24 main:581] : INFO : Epoch 1974 | loss: 0.0311313 | val_loss: 0.0311972 | Time: 2804.45 ms
[2020-12-18 14:22:27 main:581] : INFO : Epoch 1975 | loss: 0.0311298 | val_loss: 0.0311985 | Time: 2813.86 ms
[2020-12-18 14:22:30 main:581] : INFO : Epoch 1976 | loss: 0.0311283 | val_loss: 0.0312059 | Time: 2841.6 ms
[2020-12-18 14:22:32 main:581] : INFO : Epoch 1977 | loss: 0.0311389 | val_loss: 0.0311917 | Time: 2816.26 ms
[2020-12-18 14:22:35 main:581] : INFO : Epoch 1978 | loss: 0.0311451 | val_loss: 0.031195 | Time: 2819.66 ms
[2020-12-18 14:22:38 main:581] : INFO : Epoch 1979 | loss: 0.0311467 | val_loss: 0.0311854 | Time: 2820.45 ms
[2020-12-18 14:22:41 main:581] : INFO : Epoch 1980 | loss: 0.0311386 | val_loss: 0.0311902 | Time: 2819.32 ms
[2020-12-18 14:22:44 main:581] : INFO : Epoch 1981 | loss: 0.0311359 | val_loss: 0.031195 | Time: 2818.95 ms
[2020-12-18 14:22:47 main:581] : INFO : Epoch 1982 | loss: 0.0311352 | val_loss: 0.0311911 | Time: 2817.33 ms
[2020-12-18 14:22:49 main:581] : INFO : Epoch 1983 | loss: 0.0311315 | val_loss: 0.0312044 | Time: 2807.83 ms
[2020-12-18 14:22:52 main:581] : INFO : Epoch 1984 | loss: 0.0311311 | val_loss: 0.0312028 | Time: 2813.77 ms
[2020-12-18 14:22:55 main:581] : INFO : Epoch 1985 | loss: 0.0311319 | val_loss: 0.0311996 | Time: 2817.82 ms
[2020-12-18 14:22:58 main:581] : INFO : Epoch 1986 | loss: 0.0311349 | val_loss: 0.0311981 | Time: 2809.77 ms
[2020-12-18 14:23:01 main:581] : INFO : Epoch 1987 | loss: 0.0311292 | val_loss: 0.0311979 | Time: 2841.51 ms
[2020-12-18 14:23:03 main:581] : INFO : Epoch 1988 | loss: 0.0311272 | val_loss: 0.0312057 | Time: 2802.1 ms
[2020-12-18 14:23:06 main:581] : INFO : Epoch 1989 | loss: 0.0311282 | val_loss: 0.0312066 | Time: 2810.3 ms
[2020-12-18 14:23:09 main:581] : INFO : Epoch 1990 | loss: 0.0311307 | val_loss: 0.0311963 | Time: 2809.54 ms
[2020-12-18 14:23:12 main:581] : INFO : Epoch 1991 | loss: 0.0311341 | val_loss: 0.0311961 | Time: 2811.45 ms
[2020-12-18 14:23:15 main:581] : INFO : Epoch 1992 | loss: 0.0311438 | val_loss: 0.0311906 | Time: 2809.58 ms
[2020-12-18 14:23:17 main:581] : INFO : Epoch 1993 | loss: 0.0311363 | val_loss: 0.0311931 | Time: 2810.84 ms
[2020-12-18 14:23:20 main:581] : INFO : Epoch 1994 | loss: 0.0311324 | val_loss: 0.0312014 | Time: 2807.71 ms
[2020-12-18 14:23:23 main:581] : INFO : Epoch 1995 | loss: 0.031127 | val_loss: 0.031201 | Time: 2808.81 ms
[2020-12-18 14:23:26 main:581] : INFO : Epoch 1996 | loss: 0.0311256 | val_loss: 0.0312023 | Time: 2810.23 ms
[2020-12-18 14:23:29 main:581] : INFO : Epoch 1997 | loss: 0.0311283 | val_loss: 0.0311971 | Time: 2813.7 ms
[2020-12-18 14:23:32 main:581] : INFO : Epoch 1998 | loss: 0.0311274 | val_loss: 0.0312105 | Time: 2809.34 ms
[2020-12-18 14:23:34 main:581] : INFO : Epoch 1999 | loss: 0.0311265 | val_loss: 0.0311978 | Time: 2809.19 ms
[2020-12-18 14:23:37 main:581] : INFO : Epoch 2000 | loss: 0.0311279 | val_loss: 0.0311924 | Time: 2810.74 ms
[2020-12-18 14:23:40 main:581] : INFO : Epoch 2001 | loss: 0.0311291 | val_loss: 0.0311972 | Time: 2804.43 ms
[2020-12-18 14:23:43 main:581] : INFO : Epoch 2002 | loss: 0.0311267 | val_loss: 0.0312039 | Time: 2819.52 ms
[2020-12-18 14:23:46 main:581] : INFO : Epoch 2003 | loss: 0.0311307 | val_loss: 0.0311975 | Time: 2820.38 ms
[2020-12-18 14:23:48 main:581] : INFO : Epoch 2004 | loss: 0.031128 | val_loss: 0.0312023 | Time: 2816.79 ms
[2020-12-18 14:23:51 main:581] : INFO : Epoch 2005 | loss: 0.031125 | val_loss: 0.0312037 | Time: 2819.55 ms
[2020-12-18 14:23:54 main:581] : INFO : Epoch 2006 | loss: 0.0311212 | val_loss: 0.0312047 | Time: 2819.34 ms
[2020-12-18 14:23:57 main:581] : INFO : Epoch 2007 | loss: 0.0311233 | val_loss: 0.0312055 | Time: 2815.42 ms
[2020-12-18 14:24:00 main:581] : INFO : Epoch 2008 | loss: 0.0311225 | val_loss: 0.0312049 | Time: 2846.61 ms
[2020-12-18 14:24:03 main:581] : INFO : Epoch 2009 | loss: 0.0311238 | val_loss: 0.0312055 | Time: 2824.32 ms
[2020-12-18 14:24:05 main:581] : INFO : Epoch 2010 | loss: 0.0311281 | val_loss: 0.0311954 | Time: 2820.24 ms
[2020-12-18 14:24:08 main:581] : INFO : Epoch 2011 | loss: 0.0311276 | val_loss: 0.0312051 | Time: 2819.93 ms
[2020-12-18 14:24:11 main:581] : INFO : Epoch 2012 | loss: 0.031125 | val_loss: 0.0312048 | Time: 2820.07 ms
[2020-12-18 14:24:14 main:581] : INFO : Epoch 2013 | loss: 0.0311245 | val_loss: 0.0312016 | Time: 2816.03 ms
[2020-12-18 14:24:17 main:581] : INFO : Epoch 2014 | loss: 0.0311243 | val_loss: 0.0312047 | Time: 2819.29 ms
[2020-12-18 14:24:19 main:581] : INFO : Epoch 2015 | loss: 0.0311223 | val_loss: 0.031197 | Time: 2822.18 ms
[2020-12-18 14:24:22 main:581] : INFO : Epoch 2016 | loss: 0.0311226 | val_loss: 0.0312044 | Time: 2825.65 ms
[2020-12-18 14:24:25 main:581] : INFO : Epoch 2017 | loss: 0.0311259 | val_loss: 0.0312034 | Time: 2821.71 ms
[2020-12-18 14:24:28 main:581] : INFO : Epoch 2018 | loss: 0.0311284 | val_loss: 0.0311999 | Time: 2815.47 ms
[2020-12-18 14:24:31 main:581] : INFO : Epoch 2019 | loss: 0.0311261 | val_loss: 0.0312032 | Time: 2836.1 ms
[2020-12-18 14:24:34 main:581] : INFO : Epoch 2020 | loss: 0.0311238 | val_loss: 0.0312004 | Time: 2812.16 ms
[2020-12-18 14:24:36 main:581] : INFO : Epoch 2021 | loss: 0.0311225 | val_loss: 0.0312072 | Time: 2815.62 ms
[2020-12-18 14:24:39 main:581] : INFO : Epoch 2022 | loss: 0.0311215 | val_loss: 0.0312104 | Time: 2811.11 ms
[2020-12-18 14:24:42 main:581] : INFO : Epoch 2023 | loss: 0.0311226 | val_loss: 0.0312045 | Time: 2817.64 ms
[2020-12-18 14:24:45 main:581] : INFO : Epoch 2024 | loss: 0.031126 | val_loss: 0.0311985 | Time: 2813.65 ms
[2020-12-18 14:24:48 main:581] : INFO : Epoch 2025 | loss: 0.0311209 | val_loss: 0.0312102 | Time: 2821.69 ms
[2020-12-18 14:24:50 main:581] : INFO : Epoch 2026 | loss: 0.0311211 | val_loss: 0.0312008 | Time: 2811.54 ms
[2020-12-18 14:24:53 main:581] : INFO : Epoch 2027 | loss: 0.0311322 | val_loss: 0.0312578 | Time: 2814.99 ms
[2020-12-18 14:24:56 main:581] : INFO : Epoch 2028 | loss: 0.0311548 | val_loss: 0.0312083 | Time: 2809.35 ms
[2020-12-18 14:24:59 main:581] : INFO : Epoch 2029 | loss: 0.03113 | val_loss: 0.0311985 | Time: 2836 ms
[2020-12-18 14:25:02 main:581] : INFO : Epoch 2030 | loss: 0.0311254 | val_loss: 0.0312445 | Time: 2842.77 ms
[2020-12-18 14:25:05 main:581] : INFO : Epoch 2031 | loss: 0.0311302 | val_loss: 0.031203 | Time: 2813.51 ms
[2020-12-18 14:25:07 main:581] : INFO : Epoch 2032 | loss: 0.031123 | val_loss: 0.0312029 | Time: 2808.16 ms
[2020-12-18 14:25:10 main:581] : INFO : Epoch 2033 | loss: 0.0311224 | val_loss: 0.0312077 | Time: 2820.11 ms
[2020-12-18 14:25:13 main:581] : INFO : Epoch 2034 | loss: 0.031124 | val_loss: 0.0312056 | Time: 2817.59 ms
[2020-12-18 14:25:16 main:581] : INFO : Epoch 2035 | loss: 0.0311307 | val_loss: 0.0311969 | Time: 2814.59 ms
[2020-12-18 14:25:19 main:581] : INFO : Epoch 2036 | loss: 0.031128 | val_loss: 0.0312011 | Time: 2818.27 ms
[2020-12-18 14:25:21 main:581] : INFO : Epoch 2037 | loss: 0.0311223 | val_loss: 0.0312109 | Time: 2819.5 ms
[2020-12-18 14:25:24 main:581] : INFO : Epoch 2038 | loss: 0.0311201 | val_loss: 0.0312023 | Time: 2816.43 ms
[2020-12-18 14:25:27 main:581] : INFO : Epoch 2039 | loss: 0.0311288 | val_loss: 0.0311931 | Time: 2803.94 ms
[2020-12-18 14:25:30 main:581] : INFO : Epoch 2040 | loss: 0.0311283 | val_loss: 0.0311999 | Time: 2839.34 ms
[2020-12-18 14:25:33 main:581] : INFO : Epoch 2041 | loss: 0.0311239 | val_loss: 0.0312037 | Time: 2814.55 ms
[2020-12-18 14:25:36 main:581] : INFO : Epoch 2042 | loss: 0.0311257 | val_loss: 0.0311962 | Time: 2816.27 ms
[2020-12-18 14:25:38 main:581] : INFO : Epoch 2043 | loss: 0.0311273 | val_loss: 0.031205 | Time: 2816.49 ms
[2020-12-18 14:25:41 main:581] : INFO : Epoch 2044 | loss: 0.0311283 | val_loss: 0.0312024 | Time: 2810.01 ms
[2020-12-18 14:25:44 main:581] : INFO : Epoch 2045 | loss: 0.0311274 | val_loss: 0.031204 | Time: 2810.02 ms
[2020-12-18 14:25:47 main:581] : INFO : Epoch 2046 | loss: 0.0311255 | val_loss: 0.0312001 | Time: 2799.64 ms
[2020-12-18 14:25:50 main:581] : INFO : Epoch 2047 | loss: 0.0311252 | val_loss: 0.0311935 | Time: 2811.67 ms
[2020-12-18 14:25:52 main:581] : INFO : Epoch 2048 | loss: 0.0311249 | val_loss: 0.0312043 | Time: 2814.41 ms
[2020-12-18 14:25:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312043
[2020-12-18 14:25:52 main:610] : INFO : Saving end state to config to file
[2020-12-18 14:25:52 main:615] : INFO : Success, exiting..
14:25:52 (1923669): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)