Task 3397769
| Name | ParityModified-1608177056-5647-2_0 |
| Workunit | 1652427 |
| Created | 23 Dec 2020, 14:11:18 UTC |
| Sent | 23 Dec 2020, 20:58:01 UTC |
| Report deadline | 30 Dec 2020, 20:58:01 UTC |
| Received | 24 Dec 2020, 16:01:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 2 hours 28 min |
| CPU time | 2 hours 27 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 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: 0.0312138 | val_loss: 0.0312198 | Time: 2608.78 ms
[2020-12-23 21:25:51 main:581] : INFO : Epoch 1539 | loss: 0.0312145 | val_loss: 0.0312168 | Time: 2589.47 ms
[2020-12-23 21:25:54 main:581] : INFO : Epoch 1540 | loss: 0.0312136 | val_loss: 0.0312165 | Time: 2581.36 ms
[2020-12-23 21:25:56 main:581] : INFO : Epoch 1541 | loss: 0.0312135 | val_loss: 0.031216 | Time: 2516.37 ms
[2020-12-23 21:25:59 main:581] : INFO : Epoch 1542 | loss: 0.0312129 | val_loss: 0.0312157 | Time: 2533.3 ms
[2020-12-23 21:26:01 main:581] : INFO : Epoch 1543 | loss: 0.0312128 | val_loss: 0.0312158 | Time: 2591.45 ms
[2020-12-23 21:26:04 main:581] : INFO : Epoch 1544 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 2585.34 ms
[2020-12-23 21:26:06 main:581] : INFO : Epoch 1545 | loss: 0.0312122 | val_loss: 0.0312152 | Time: 2556.64 ms
[2020-12-23 21:26:09 main:581] : INFO : Epoch 1546 | loss: 0.0312117 | val_loss: 0.031216 | Time: 2521.89 ms
[2020-12-23 21:26:12 main:581] : INFO : Epoch 1547 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 2553.33 ms
[2020-12-23 21:26:14 main:581] : INFO : Epoch 1548 | loss: 0.0312115 | val_loss: 0.0312158 | Time: 2597.76 ms
[2020-12-23 21:26:17 main:581] : INFO : Epoch 1549 | loss: 0.031211 | val_loss: 0.031214 | Time: 2642.5 ms
[2020-12-23 21:26:19 main:581] : INFO : Epoch 1550 | loss: 0.0312101 | val_loss: 0.0312142 | Time: 2537.12 ms
[2020-12-23 21:26:22 main:581] : INFO : Epoch 1551 | loss: 0.0312098 | val_loss: 0.031214 | Time: 2520.19 ms
[2020-12-23 21:26:24 main:581] : INFO : Epoch 1552 | loss: 0.0312093 | val_loss: 0.0312137 | Time: 2570.41 ms
[2020-12-23 21:26:27 main:581] : INFO : Epoch 1553 | loss: 0.0312089 | val_loss: 0.0312137 | Time: 2587.72 ms
[2020-12-23 21:26:30 main:581] : INFO : Epoch 1554 | loss: 0.0312085 | val_loss: 0.0312142 | Time: 2580.74 ms
[2020-12-23 21:26:32 main:581] : INFO : Epoch 1555 | loss: 0.0312078 | val_loss: 0.0312118 | Time: 2524.74 ms
[2020-12-23 21:26:35 main:581] : INFO : Epoch 1556 | loss: 0.0312067 | val_loss: 0.0312111 | Time: 2526.28 ms
[2020-12-23 21:26:37 main:581] : INFO : Epoch 1557 | loss: 0.0312067 | val_loss: 0.0312109 | Time: 2594.21 ms
[2020-12-23 21:26:40 main:581] : INFO : Epoch 1558 | loss: 0.0312059 | val_loss: 0.0312102 | Time: 2614.81 ms
[2020-12-23 21:26:42 main:581] : INFO : Epoch 1559 | loss: 0.0312052 | val_loss: 0.0312103 | Time: 2590.81 ms
[2020-12-23 21:26:45 main:581] : INFO : Epoch 1560 | loss: 0.0312047 | val_loss: 0.0312089 | Time: 2528.06 ms
[2020-12-23 21:26:47 main:581] : INFO : Epoch 1561 | loss: 0.0312039 | val_loss: 0.0312072 | Time: 2544.75 ms
[2020-12-23 21:26:50 main:581] : INFO : Epoch 1562 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 2575.57 ms
[2020-12-23 21:26:53 main:581] : INFO : Epoch 1563 | loss: 0.031201 | val_loss: 0.031201 | Time: 2591.56 ms
[2020-12-23 21:26:55 main:581] : INFO : Epoch 1564 | loss: 0.0311983 | val_loss: 0.0311994 | Time: 2570.59 ms
[2020-12-23 21:26:58 main:581] : INFO : Epoch 1565 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 2518.08 ms
[2020-12-23 21:27:00 main:581] : INFO : Epoch 1566 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 2543.81 ms
[2020-12-23 21:27:03 main:581] : INFO : Epoch 1567 | loss: 0.0311951 | val_loss: 0.031197 | Time: 2604 ms
[2020-12-23 21:27:05 main:581] : INFO : Epoch 1568 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 2591.78 ms
[2020-12-23 21:27:08 main:581] : INFO : Epoch 1569 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 2552.55 ms
[2020-12-23 21:27:11 main:581] : INFO : Epoch 1570 | loss: 0.0311914 | val_loss: 0.0311943 | Time: 2518.27 ms
[2020-12-23 21:27:13 main:581] : INFO : Epoch 1571 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 2559.82 ms
[2020-12-23 21:27:16 main:581] : INFO : Epoch 1572 | loss: 0.0311893 | val_loss: 0.031192 | Time: 2596.56 ms
[2020-12-23 21:27:18 main:581] : INFO : Epoch 1573 | loss: 0.0311899 | val_loss: 0.0311917 | Time: 2643.3 ms
[2020-12-23 21:27:21 main:581] : INFO : Epoch 1574 | loss: 0.0311894 | val_loss: 0.0311929 | Time: 2564.14 ms
[2020-12-23 21:27:23 main:581] : INFO : Epoch 1575 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 2523.17 ms
[2020-12-23 21:27:26 main:581] : INFO : Epoch 1576 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 2577.44 ms
[2020-12-23 21:27:29 main:581] : INFO : Epoch 1577 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 2592.83 ms
[2020-12-23 21:27:31 main:581] : INFO : Epoch 1578 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 2571.79 ms
[2020-12-23 21:27:34 main:581] : INFO : Epoch 1579 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 2536.4 ms
[2020-12-23 21:27:36 main:581] : INFO : Epoch 1580 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 2527.54 ms
[2020-12-23 21:27:39 main:581] : INFO : Epoch 1581 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 2594.71 ms
[2020-12-23 21:27:41 main:581] : INFO : Epoch 1582 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 2586.84 ms
[2020-12-23 21:27:44 main:581] : INFO : Epoch 1583 | loss: 0.031185 | val_loss: 0.0311903 | Time: 2584.24 ms
[2020-12-23 21:27:47 main:581] : INFO : Epoch 1584 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 2524.9 ms
[2020-12-23 21:27:49 main:581] : INFO : Epoch 1585 | loss: 0.0311829 | val_loss: 0.0311881 | Time: 2537.05 ms
[2020-12-23 21:27:52 main:581] : INFO : Epoch 1586 | loss: 0.031184 | val_loss: 0.0311917 | Time: 2575.84 ms
[2020-12-23 21:27:54 main:581] : INFO : Epoch 1587 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 2581.19 ms
[2020-12-23 21:27:57 main:581] : INFO : Epoch 1588 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 2559.76 ms
[2020-12-23 21:27:59 main:581] : INFO : Epoch 1589 | loss: 0.0311814 | val_loss: 0.0311854 | Time: 2514.67 ms
[2020-12-23 21:28:02 main:581] : INFO : Epoch 1590 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2547.65 ms
[2020-12-23 21:28:04 main:581] : INFO : Epoch 1591 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 2581.05 ms
[2020-12-23 21:28:07 main:581] : INFO : Epoch 1592 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 2584.82 ms
[2020-12-23 21:28:10 main:581] : INFO : Epoch 1593 | loss: 0.031185 | val_loss: 0.031191 | Time: 2545.95 ms
[2020-12-23 21:28:12 main:581] : INFO : Epoch 1594 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 2515.39 ms
[2020-12-23 21:28:15 main:581] : INFO : Epoch 1595 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 2561.33 ms
[2020-12-23 21:28:17 main:581] : INFO : Epoch 1596 | loss: 0.0311821 | val_loss: 0.0311862 | Time: 2619.18 ms
[2020-12-23 21:28:20 main:581] : INFO : Epoch 1597 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 2586.86 ms
[2020-12-23 21:28:22 main:581] : INFO : Epoch 1598 | loss: 0.0311805 | val_loss: 0.0311873 | Time: 2545.88 ms
[2020-12-23 21:28:25 main:581] : INFO : Epoch 1599 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 2524.18 ms
[2020-12-23 21:28:28 main:581] : INFO : Epoch 1600 | loss: 0.0311833 | val_loss: 0.0311887 | Time: 2587.3 ms
[2020-12-23 21:28:30 main:581] : INFO : Epoch 1601 | loss: 0.0311856 | val_loss: 0.0311859 | Time: 2581.35 ms
[2020-12-23 21:28:33 main:581] : INFO : Epoch 1602 | loss: 0.0311841 | val_loss: 0.031185 | Time: 2588 ms
[2020-12-23 21:28:35 main:581] : INFO : Epoch 1603 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 2533.96 ms
[2020-12-23 21:28:38 main:581] : INFO : Epoch 1604 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2531 ms
[2020-12-23 21:28:40 main:581] : INFO : Epoch 1605 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 2568.35 ms
[2020-12-23 21:28:43 main:581] : INFO : Epoch 1606 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 2647.71 ms
[2020-12-23 21:28:46 main:581] : INFO : Epoch 1607 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2584.02 ms
[2020-12-23 21:28:48 main:581] : INFO : Epoch 1608 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 2533.04 ms
[2020-12-23 21:28:51 main:581] : INFO : Epoch 1609 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 2538.3 ms
[2020-12-23 21:28:53 main:581] : INFO : Epoch 1610 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 2573.67 ms
[2020-12-23 21:28:56 main:581] : INFO : Epoch 1611 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 2579.78 ms
[2020-12-23 21:28:58 main:581] : INFO : Epoch 1612 | loss: 0.0311804 | val_loss: 0.0311873 | Time: 2564.32 ms
[2020-12-23 21:29:01 main:581] : INFO : Epoch 1613 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2523.08 ms
[2020-12-23 21:29:03 main:581] : INFO : Epoch 1614 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 2545.53 ms
[2020-12-23 21:29:06 main:581] : INFO : Epoch 1615 | loss: 0.0311792 | val_loss: 0.031182 | Time: 2578.05 ms
[2020-12-23 21:29:09 main:581] : INFO : Epoch 1616 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 2595.97 ms
[2020-12-23 21:29:11 main:581] : INFO : Epoch 1617 | loss: 0.0311788 | val_loss: 0.0311826 | Time: 2581.03 ms
[2020-12-23 21:29:14 main:581] : INFO : Epoch 1618 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2515.75 ms
[2020-12-23 21:29:16 main:581] : INFO : Epoch 1619 | loss: 0.0311774 | val_loss: 0.0311898 | Time: 2557.99 ms
[2020-12-23 21:29:19 main:581] : INFO : Epoch 1620 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 2602.2 ms
[2020-12-23 21:29:21 main:581] : INFO : Epoch 1621 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2615.01 ms
[2020-12-23 21:29:24 main:581] : INFO : Epoch 1622 | loss: 0.0311764 | val_loss: 0.0311889 | Time: 2551.38 ms
[2020-12-23 21:29:27 main:581] : INFO : Epoch 1623 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2557.6 ms
[2020-12-23 21:29:29 main:581] : INFO : Epoch 1624 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 2590.04 ms
[2020-12-23 21:29:32 main:581] : INFO : Epoch 1625 | loss: 0.031177 | val_loss: 0.0311822 | Time: 2633.03 ms
[2020-12-23 21:29:34 main:581] : INFO : Epoch 1626 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 2588.12 ms
[2020-12-23 21:29:37 main:581] : INFO : Epoch 1627 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 2586.06 ms
[2020-12-23 21:29:40 main:581] : INFO : Epoch 1628 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2585.03 ms
[2020-12-23 21:29:42 main:581] : INFO : Epoch 1629 | loss: 0.0311741 | val_loss: 0.0311808 | Time: 2589.19 ms
[2020-12-23 21:29:45 main:581] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2644.4 ms
[2020-12-23 21:29:47 main:581] : INFO : Epoch 1631 | loss: 0.0311773 | val_loss: 0.031184 | Time: 2590.26 ms
[2020-12-23 21:29:50 main:581] : INFO : Epoch 1632 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2578.14 ms
[2020-12-23 21:29:53 main:581] : INFO : Epoch 1633 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2587.81 ms
[2020-12-23 21:29:55 main:581] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 2600.48 ms
[2020-12-23 21:29:58 main:581] : INFO : Epoch 1635 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 2617.51 ms
[2020-12-23 21:30:00 main:581] : INFO : Epoch 1636 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 2580.4 ms
[2020-12-23 21:30:03 main:581] : INFO : Epoch 1637 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 2569.34 ms
[2020-12-23 21:30:05 main:581] : INFO : Epoch 1638 | loss: 0.0311851 | val_loss: 0.0311824 | Time: 2572.71 ms
[2020-12-23 21:30:08 main:581] : INFO : Epoch 1639 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 2578.54 ms
[2020-12-23 21:30:11 main:581] : INFO : Epoch 1640 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 2606.81 ms
[2020-12-23 21:30:13 main:581] : INFO : Epoch 1641 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 2553.04 ms
[2020-12-23 21:30:16 main:581] : INFO : Epoch 1642 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 2522.74 ms
[2020-12-23 21:30:18 main:581] : INFO : Epoch 1643 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2558.92 ms
[2020-12-23 21:30:21 main:581] : INFO : Epoch 1644 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 2579.99 ms
[2020-12-23 21:30:23 main:581] : INFO : Epoch 1645 | loss: 0.0311854 | val_loss: 0.0311837 | Time: 2583.61 ms
[2020-12-23 21:30:26 main:581] : INFO : Epoch 1646 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 2555.01 ms
[2020-12-23 21:30:29 main:581] : INFO : Epoch 1647 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 2526.93 ms
[2020-12-23 21:30:31 main:581] : INFO : Epoch 1648 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 2557.25 ms
[2020-12-23 21:30:34 main:581] : INFO : Epoch 1649 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2619.43 ms
[2020-12-23 21:30:36 main:581] : INFO : Epoch 1650 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 2572.55 ms
[2020-12-23 21:30:39 main:581] : INFO : Epoch 1651 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2549.68 ms
[2020-12-23 21:30:41 main:581] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 2533.63 ms
[2020-12-23 21:30:44 main:581] : INFO : Epoch 1653 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 2558.51 ms
[2020-12-23 21:30:47 main:581] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2587.87 ms
[2020-12-23 21:30:49 main:581] : INFO : Epoch 1655 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 2561.67 ms
[2020-12-23 21:30:52 main:581] : INFO : Epoch 1656 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 2541.61 ms
[2020-12-23 21:30:54 main:581] : INFO : Epoch 1657 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 2543.85 ms
[2020-12-23 21:30:57 main:581] : INFO : Epoch 1658 | loss: 0.031171 | val_loss: 0.0311815 | Time: 2565.16 ms
[2020-12-23 21:30:59 main:581] : INFO : Epoch 1659 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 2600.74 ms
[2020-12-23 21:31:02 main:581] : INFO : Epoch 1660 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 2570.94 ms
[2020-12-23 21:31:04 main:581] : INFO : Epoch 1661 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 2548.94 ms
[2020-12-23 21:31:07 main:581] : INFO : Epoch 1662 | loss: 0.0311694 | val_loss: 0.0311833 | Time: 2547.82 ms
[2020-12-23 21:31:10 main:581] : INFO : Epoch 1663 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 2569.95 ms
[2020-12-23 21:31:12 main:581] : INFO : Epoch 1664 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 2610.16 ms
[2020-12-23 21:31:15 main:581] : INFO : Epoch 1665 | loss: 0.0311691 | val_loss: 0.03118 | Time: 2553.67 ms
[2020-12-23 21:31:17 main:581] : INFO : Epoch 1666 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2533.96 ms
[2020-12-23 21:31:20 main:581] : INFO : Epoch 1667 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 2554.9 ms
[2020-12-23 21:31:22 main:581] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 2571.09 ms
[2020-12-23 21:31:25 main:581] : INFO : Epoch 1669 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 2576.71 ms
[2020-12-23 21:31:28 main:581] : INFO : Epoch 1670 | loss: 0.0311696 | val_loss: 0.0311838 | Time: 2552.67 ms
[2020-12-23 21:31:30 main:581] : INFO : Epoch 1671 | loss: 0.0311682 | val_loss: 0.0311847 | Time: 2558.45 ms
[2020-12-23 21:31:33 main:581] : INFO : Epoch 1672 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 2564.7 ms
[2020-12-23 21:31:35 main:581] : INFO : Epoch 1673 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 2569.05 ms
[2020-12-23 21:31:38 main:581] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.031178 | Time: 2582.23 ms
[2020-12-23 21:31:40 main:581] : INFO : Epoch 1675 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 2551.71 ms
[2020-12-23 21:31:43 main:581] : INFO : Epoch 1676 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2538.08 ms
[2020-12-23 21:31:45 main:581] : INFO : Epoch 1677 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 2554.96 ms
[2020-12-23 21:31:48 main:581] : INFO : Epoch 1678 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 2573.09 ms
[2020-12-23 21:31:51 main:581] : INFO : Epoch 1679 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 2575.25 ms
[2020-12-23 21:31:53 main:581] : INFO : Epoch 1680 | loss: 0.0311764 | val_loss: 0.0311738 | Time: 2553.27 ms
[2020-12-23 21:31:56 main:581] : INFO : Epoch 1681 | loss: 0.0311724 | val_loss: 0.031176 | Time: 2538.94 ms
[2020-12-23 21:31:58 main:581] : INFO : Epoch 1682 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 2560.19 ms
[2020-12-23 21:32:01 main:581] : INFO : Epoch 1683 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 2576.16 ms
[2020-12-23 21:32:03 main:581] : INFO : Epoch 1684 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 2562.31 ms
[2020-12-23 21:32:06 main:581] : INFO : Epoch 1685 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 2607.08 ms
[2020-12-23 21:32:09 main:581] : INFO : Epoch 1686 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2572.93 ms
[2020-12-23 21:32:11 main:581] : INFO : Epoch 1687 | loss: 0.0311698 | val_loss: 0.031177 | Time: 2600.02 ms
[2020-12-23 21:32:14 main:581] : INFO : Epoch 1688 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 2635.93 ms
[2020-12-23 21:32:16 main:581] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 2583.2 ms
[2020-12-23 21:32:19 main:581] : INFO : Epoch 1690 | loss: 0.031174 | val_loss: 0.0311764 | Time: 2593.06 ms
[2020-12-23 21:32:22 main:581] : INFO : Epoch 1691 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 2584.52 ms
[2020-12-23 21:32:24 main:581] : INFO : Epoch 1692 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 2610.07 ms
[2020-12-23 21:32:27 main:581] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2623.76 ms
[2020-12-23 21:32:29 main:581] : INFO : Epoch 1694 | loss: 0.0311721 | val_loss: 0.031172 | Time: 2572.13 ms
[2020-12-23 21:32:32 main:581] : INFO : Epoch 1695 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 2550.79 ms
[2020-12-23 21:32:34 main:581] : INFO : Epoch 1696 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 2558.9 ms
[2020-12-23 21:32:37 main:581] : INFO : Epoch 1697 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 2574.52 ms
[2020-12-23 21:32:40 main:581] : INFO : Epoch 1698 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 2579.07 ms
[2020-12-23 21:32:42 main:581] : INFO : Epoch 1699 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 2554.54 ms
[2020-12-23 21:32:45 main:581] : INFO : Epoch 1700 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 2547.31 ms
[2020-12-23 21:32:47 main:581] : INFO : Epoch 1701 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 2559.7 ms
[2020-12-23 21:32:50 main:581] : INFO : Epoch 1702 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2573.52 ms
[2020-12-23 21:32:52 main:581] : INFO : Epoch 1703 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 2600.35 ms
[2020-12-23 21:32:55 main:581] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 2556.06 ms
[2020-12-23 21:32:58 main:581] : INFO : Epoch 1705 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2554.41 ms
[2020-12-23 21:33:00 main:581] : INFO : Epoch 1706 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 2563.08 ms
[2020-12-23 21:33:03 main:581] : INFO : Epoch 1707 | loss: 0.031172 | val_loss: 0.0311753 | Time: 2573.7 ms
[2020-12-23 21:33:05 main:581] : INFO : Epoch 1708 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 2562.66 ms
[2020-12-23 21:33:08 main:581] : INFO : Epoch 1709 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2555.78 ms
[2020-12-23 21:33:10 main:581] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311717 | Time: 2552.44 ms
[2020-12-23 21:33:13 main:581] : INFO : Epoch 1711 | loss: 0.0311733 | val_loss: 0.031171 | Time: 2556.08 ms
[2020-12-23 21:33:16 main:581] : INFO : Epoch 1712 | loss: 0.0311731 | val_loss: 0.0311717 | Time: 2589.62 ms
[2020-12-23 21:33:18 main:581] : INFO : Epoch 1713 | loss: 0.0311767 | val_loss: 0.0311905 | Time: 2605.75 ms
[2020-12-23 21:33:21 main:581] : INFO : Epoch 1714 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 2554.94 ms
[2020-12-23 21:33:23 main:581] : INFO : Epoch 1715 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 2573.65 ms
[2020-12-23 21:33:26 main:581] : INFO : Epoch 1716 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2556.06 ms
[2020-12-23 21:33:28 main:581] : INFO : Epoch 1717 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 2614.94 ms
[2020-12-23 21:33:31 main:581] : INFO : Epoch 1718 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 2560.56 ms
[2020-12-23 21:33:34 main:581] : INFO : Epoch 1719 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 2553.71 ms
[2020-12-23 21:33:36 main:581] : INFO : Epoch 1720 | loss: 0.0311886 | val_loss: 0.0311923 | Time: 2558.85 ms
[2020-12-23 21:33:39 main:581] : INFO : Epoch 1721 | loss: 0.0311884 | val_loss: 0.0311877 | Time: 2557.8 ms
[2020-12-23 21:33:41 main:581] : INFO : Epoch 1722 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 2598.25 ms
[2020-12-23 21:33:44 main:581] : INFO : Epoch 1723 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 2555.77 ms
[2020-12-23 21:33:46 main:581] : INFO : Epoch 1724 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 2572.24 ms
[2020-12-23 21:33:49 main:581] : INFO : Epoch 1725 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 2562.7 ms
[2020-12-23 21:33:52 main:581] : INFO : Epoch 1726 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 2580.28 ms
[2020-12-23 21:33:54 main:581] : INFO : Epoch 1727 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2579.38 ms
[2020-12-23 21:33:57 main:581] : INFO : Epoch 1728 | loss: 0.0311847 | val_loss: 0.0311941 | Time: 2577.06 ms
[2020-12-23 21:33:59 main:581] : INFO : Epoch 1729 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 2568.09 ms
[2020-12-23 21:34:02 main:581] : INFO : Epoch 1730 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 2580.32 ms
[2020-12-23 21:34:04 main:581] : INFO : Epoch 1731 | loss: 0.0311885 | val_loss: 0.0311928 | Time: 2593.39 ms
[2020-12-23 21:34:07 main:581] : INFO : Epoch 1732 | loss: 0.0311889 | val_loss: 0.0311966 | Time: 2580.15 ms
[2020-12-23 21:34:10 main:581] : INFO : Epoch 1733 | loss: 0.0311885 | val_loss: 0.0311907 | Time: 2557.43 ms
[2020-12-23 21:34:12 main:581] : INFO : Epoch 1734 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 2574.23 ms
[2020-12-23 21:34:15 main:581] : INFO : Epoch 1735 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 2559.45 ms
[2020-12-23 21:34:17 main:581] : INFO : Epoch 1736 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 2560.29 ms
[2020-12-23 21:34:20 main:581] : INFO : Epoch 1737 | loss: 0.0311848 | val_loss: 0.031191 | Time: 2593.99 ms
[2020-12-23 21:34:22 main:581] : INFO : Epoch 1738 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 2555.56 ms
[2020-12-23 21:34:25 main:581] : INFO : Epoch 1739 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 2567.33 ms
[2020-12-23 21:34:28 main:581] : INFO : Epoch 1740 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 2560.35 ms
[2020-12-23 21:34:30 main:581] : INFO : Epoch 1741 | loss: 0.0311828 | val_loss: 0.0311873 | Time: 2563.91 ms
[2020-12-23 21:34:33 main:581] : INFO : Epoch 1742 | loss: 0.0311829 | val_loss: 0.0311876 | Time: 2570.26 ms
[2020-12-23 21:34:35 main:581] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311872 | Time: 2554.1 ms
[2020-12-23 21:34:38 main:581] : INFO : Epoch 1744 | loss: 0.0311816 | val_loss: 0.0311876 | Time: 2564.75 ms
[2020-12-23 21:34:40 main:581] : INFO : Epoch 1745 | loss: 0.0311828 | val_loss: 0.031187 | Time: 2561.58 ms
[2020-12-23 21:34:43 main:581] : INFO : Epoch 1746 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 2562.42 ms
[2020-12-23 21:34:46 main:581] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 2556.96 ms
[2020-12-23 21:34:48 main:581] : INFO : Epoch 1748 | loss: 0.0311803 | val_loss: 0.0311869 | Time: 2555.06 ms
[2020-12-23 21:34:51 main:581] : INFO : Epoch 1749 | loss: 0.0311798 | val_loss: 0.0311892 | Time: 2577.34 ms
[2020-12-23 21:34:53 main:581] : INFO : Epoch 1750 | loss: 0.0311796 | val_loss: 0.0311871 | Time: 2558.79 ms
[2020-12-23 21:34:56 main:581] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311872 | Time: 2571.86 ms
[2020-12-23 21:34:58 main:581] : INFO : Epoch 1752 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 2556.14 ms
[2020-12-23 21:35:01 main:581] : INFO : Epoch 1753 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2577.5 ms
[2020-12-23 21:35:03 main:581] : INFO : Epoch 1754 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2582.62 ms
[2020-12-23 21:35:06 main:581] : INFO : Epoch 1755 | loss: 0.0311787 | val_loss: 0.0311886 | Time: 2582.61 ms
[2020-12-23 21:35:09 main:581] : INFO : Epoch 1756 | loss: 0.0311791 | val_loss: 0.0311889 | Time: 2576.62 ms
[2020-12-23 21:35:11 main:581] : INFO : Epoch 1757 | loss: 0.0311808 | val_loss: 0.0311945 | Time: 2569.08 ms
[2020-12-23 21:35:14 main:581] : INFO : Epoch 1758 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 2569.74 ms
[2020-12-23 21:35:16 main:581] : INFO : Epoch 1759 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 2566.15 ms
[2020-12-23 21:35:19 main:581] : INFO : Epoch 1760 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 2558.69 ms
[2020-12-23 21:35:21 main:581] : INFO : Epoch 1761 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 2581.98 ms
[2020-12-23 21:35:24 main:581] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.031192 | Time: 2552.95 ms
[2020-12-23 21:35:27 main:581] : INFO : Epoch 1763 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 2563.18 ms
[2020-12-23 21:35:29 main:581] : INFO : Epoch 1764 | loss: 0.0311785 | val_loss: 0.0311856 | Time: 2571.37 ms
[2020-12-23 21:35:32 main:581] : INFO : Epoch 1765 | loss: 0.0311783 | val_loss: 0.0311863 | Time: 2566.81 ms
[2020-12-23 21:35:34 main:581] : INFO : Epoch 1766 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 2557.8 ms
[2020-12-23 21:35:37 main:581] : INFO : Epoch 1767 | loss: 0.0311774 | val_loss: 0.031187 | Time: 2553.77 ms
[2020-12-23 21:35:39 main:581] : INFO : Epoch 1768 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 2567.44 ms
[2020-12-23 21:35:42 main:581] : INFO : Epoch 1769 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 2563.73 ms
[2020-12-23 21:35:45 main:581] : INFO : Epoch 1770 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 2558.2 ms
[2020-12-23 21:35:47 main:581] : INFO : Epoch 1771 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 2555.12 ms
[2020-12-23 21:35:50 main:581] : INFO : Epoch 1772 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 2554.19 ms
[2020-12-23 21:35:52 main:581] : INFO : Epoch 1773 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2576.54 ms
[2020-12-23 21:35:55 main:581] : INFO : Epoch 1774 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 2594.79 ms
[2020-12-23 21:35:57 main:581] : INFO : Epoch 1775 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 2586.57 ms
[2020-12-23 21:36:00 main:581] : INFO : Epoch 1776 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 2550.95 ms
[2020-12-23 21:36:03 main:581] : INFO : Epoch 1777 | loss: 0.031179 | val_loss: 0.0311936 | Time: 2554.19 ms
[2020-12-23 21:36:05 main:581] : INFO : Epoch 1778 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 2621.19 ms
[2020-12-23 21:36:08 main:581] : INFO : Epoch 1779 | loss: 0.0311803 | val_loss: 0.031182 | Time: 2569.66 ms
[2020-12-23 21:36:10 main:581] : INFO : Epoch 1780 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2557.31 ms
[2020-12-23 21:36:13 main:581] : INFO : Epoch 1781 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 2551.73 ms
[2020-12-23 21:36:15 main:581] : INFO : Epoch 1782 | loss: 0.031185 | val_loss: 0.0311784 | Time: 2551.62 ms
[2020-12-23 21:36:18 main:581] : INFO : Epoch 1783 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 2585.75 ms
[2020-12-23 21:36:21 main:581] : INFO : Epoch 1784 | loss: 0.0311797 | val_loss: 0.031179 | Time: 2558.06 ms
[2020-12-23 21:36:23 main:581] : INFO : Epoch 1785 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 2556.61 ms
[2020-12-23 21:36:26 main:581] : INFO : Epoch 1786 | loss: 0.031177 | val_loss: 0.031177 | Time: 2545.04 ms
[2020-12-23 21:36:28 main:581] : INFO : Epoch 1787 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 2553.77 ms
[2020-12-23 21:36:31 main:581] : INFO : Epoch 1788 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2659.45 ms
[2020-12-23 21:36:33 main:581] : INFO : Epoch 1789 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 2557.41 ms
[2020-12-23 21:36:36 main:581] : INFO : Epoch 1790 | loss: 0.0311804 | val_loss: 0.0311769 | Time: 2554.34 ms
[2020-12-23 21:36:39 main:581] : INFO : Epoch 1791 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 2550.41 ms
[2020-12-23 21:36:41 main:581] : INFO : Epoch 1792 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 2554.49 ms
[2020-12-23 21:36:44 main:581] : INFO : Epoch 1793 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 2592.7 ms
[2020-12-23 21:36:46 main:581] : INFO : Epoch 1794 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 2556.95 ms
[2020-12-23 21:36:49 main:581] : INFO : Epoch 1795 | loss: 0.031175 | val_loss: 0.031178 | Time: 2547.29 ms
[2020-12-23 21:36:51 main:581] : INFO : Epoch 1796 | loss: 0.031175 | val_loss: 0.0311823 | Time: 2553.21 ms
[2020-12-23 21:36:54 main:581] : INFO : Epoch 1797 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 2571.19 ms
[2020-12-23 21:36:56 main:581] : INFO : Epoch 1798 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2616.09 ms
[2020-12-23 21:36:59 main:581] : INFO : Epoch 1799 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2558.48 ms
[2020-12-23 21:37:02 main:581] : INFO : Epoch 1800 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2544.89 ms
[2020-12-23 21:37:04 main:581] : INFO : Epoch 1801 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 2556.59 ms
[2020-12-23 21:37:07 main:581] : INFO : Epoch 1802 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 2560.57 ms
[2020-12-23 21:37:09 main:581] : INFO : Epoch 1803 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 2577.33 ms
[2020-12-23 21:37:12 main:581] : INFO : Epoch 1804 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 2556.78 ms
[2020-12-23 21:37:14 main:581] : INFO : Epoch 1805 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 2542.62 ms
[2020-12-23 21:37:17 main:581] : INFO : Epoch 1806 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 2554.63 ms
[2020-12-23 21:37:20 main:581] : INFO : Epoch 1807 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 2581.54 ms
[2020-12-23 21:37:22 main:581] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 2576.41 ms
[2020-12-23 21:37:25 main:581] : INFO : Epoch 1809 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 2558.2 ms
[2020-12-23 21:37:27 main:581] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 2534.73 ms
[2020-12-23 21:37:30 main:581] : INFO : Epoch 1811 | loss: 0.0311766 | val_loss: 0.0311774 | Time: 2567.71 ms
[2020-12-23 21:37:32 main:581] : INFO : Epoch 1812 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 2581.35 ms
[2020-12-23 21:37:35 main:581] : INFO : Epoch 1813 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 2566.03 ms
[2020-12-23 21:37:37 main:581] : INFO : Epoch 1814 | loss: 0.0311729 | val_loss: 0.0311746 | Time: 2557.33 ms
[2020-12-23 21:37:40 main:581] : INFO : Epoch 1815 | loss: 0.0311759 | val_loss: 0.0311898 | Time: 2534.43 ms
[2020-12-23 21:37:43 main:581] : INFO : Epoch 1816 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 2557.15 ms
[2020-12-23 21:37:45 main:581] : INFO : Epoch 1817 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 2594.14 ms
[2020-12-23 21:37:48 main:581] : INFO : Epoch 1818 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 2565 ms
[2020-12-23 21:37:50 main:581] : INFO : Epoch 1819 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 2557.29 ms
[2020-12-23 21:37:53 main:581] : INFO : Epoch 1820 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 2538.64 ms
[2020-12-23 21:37:55 main:581] : INFO : Epoch 1821 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 2555.04 ms
[2020-12-23 21:37:58 main:581] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.031173 | Time: 2592.32 ms
[2020-12-23 21:38:01 main:581] : INFO : Epoch 1823 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 2569.32 ms
[2020-12-23 21:38:03 main:581] : INFO : Epoch 1824 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 2544.11 ms
[2020-12-23 21:38:06 main:581] : INFO : Epoch 1825 | loss: 0.031168 | val_loss: 0.0311747 | Time: 2579.08 ms
[2020-12-23 21:38:08 main:581] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 2572.29 ms
[2020-12-23 21:38:11 main:581] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 2599.6 ms
[2020-12-23 21:38:13 main:581] : INFO : Epoch 1828 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2557.94 ms
[2020-12-23 21:38:16 main:581] : INFO : Epoch 1829 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 2542.22 ms
[2020-12-23 21:38:19 main:581] : INFO : Epoch 1830 | loss: 0.031168 | val_loss: 0.0311819 | Time: 2561.7 ms
[2020-12-23 21:38:21 main:581] : INFO : Epoch 1831 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 2585.62 ms
[2020-12-23 21:38:24 main:581] : INFO : Epoch 1832 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 2586.77 ms
[2020-12-23 21:38:26 main:581] : INFO : Epoch 1833 | loss: 0.0311625 | val_loss: 0.031173 | Time: 2554.91 ms
[2020-12-23 21:38:29 main:581] : INFO : Epoch 1834 | loss: 0.031162 | val_loss: 0.0311748 | Time: 2532.3 ms
[2020-12-23 21:38:31 main:581] : INFO : Epoch 1835 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 2554.22 ms
[2020-12-23 21:38:34 main:581] : INFO : Epoch 1836 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 2572.55 ms
[2020-12-23 21:38:36 main:581] : INFO : Epoch 1837 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 2573.85 ms
[2020-12-23 21:38:39 main:581] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 2556.99 ms
[2020-12-23 21:38:42 main:581] : INFO : Epoch 1839 | loss: 0.031164 | val_loss: 0.0311728 | Time: 2531.29 ms
[2020-12-23 21:38:44 main:581] : INFO : Epoch 1840 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 2560.01 ms
[2020-12-23 21:38:47 main:581] : INFO : Epoch 1841 | loss: 0.0311631 | val_loss: 0.0311841 | Time: 2594.59 ms
[2020-12-23 21:38:49 main:581] : INFO : Epoch 1842 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2602.71 ms
[2020-12-23 21:38:52 main:581] : INFO : Epoch 1843 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 2556.8 ms
[2020-12-23 21:38:54 main:581] : INFO : Epoch 1844 | loss: 0.031161 | val_loss: 0.031175 | Time: 2519.76 ms
[2020-12-23 21:38:57 main:581] : INFO : Epoch 1845 | loss: 0.0311613 | val_loss: 0.031174 | Time: 2567.78 ms
[2020-12-23 21:39:00 main:581] : INFO : Epoch 1846 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 2592.47 ms
[2020-12-23 21:39:02 main:581] : INFO : Epoch 1847 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 2572.93 ms
[2020-12-23 21:39:05 main:581] : INFO : Epoch 1848 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2551.95 ms
[2020-12-23 21:39:07 main:581] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.0311811 | Time: 2522.87 ms
[2020-12-23 21:39:10 main:581] : INFO : Epoch 1850 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 2571.5 ms
[2020-12-23 21:39:12 main:581] : INFO : Epoch 1851 | loss: 0.03116 | val_loss: 0.0311738 | Time: 2601.04 ms
[2020-12-23 21:39:15 main:581] : INFO : Epoch 1852 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 2604.4 ms
[2020-12-23 21:39:18 main:581] : INFO : Epoch 1853 | loss: 0.0311595 | val_loss: 0.0311792 | Time: 2542.21 ms
[2020-12-23 21:39:20 main:581] : INFO : Epoch 1854 | loss: 0.031162 | val_loss: 0.0311747 | Time: 2532.04 ms
[2020-12-23 21:39:23 main:581] : INFO : Epoch 1855 | loss: 0.0311618 | val_loss: 0.0311747 | Time: 2567.04 ms
[2020-12-23 21:39:25 main:581] : INFO : Epoch 1856 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 2586.68 ms
[2020-12-23 21:39:28 main:581] : INFO : Epoch 1857 | loss: 0.03116 | val_loss: 0.0311739 | Time: 2567.86 ms
[2020-12-23 21:39:30 main:581] : INFO : Epoch 1858 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 2535.14 ms
[2020-12-23 21:39:33 main:581] : INFO : Epoch 1859 | loss: 0.0311586 | val_loss: 0.0311748 | Time: 2536.11 ms
[2020-12-23 21:39:35 main:581] : INFO : Epoch 1860 | loss: 0.0311575 | val_loss: 0.031177 | Time: 2564.14 ms
[2020-12-23 21:39:38 main:581] : INFO : Epoch 1861 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 2591.56 ms
[2020-12-23 21:39:41 main:581] : INFO : Epoch 1862 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 2563.51 ms
[2020-12-23 21:39:43 main:581] : INFO : Epoch 1863 | loss: 0.031159 | val_loss: 0.0311753 | Time: 2525.48 ms
[2020-12-23 21:39:46 main:581] : INFO : Epoch 1864 | loss: 0.0311616 | val_loss: 0.031175 | Time: 2544.45 ms
[2020-12-23 21:39:48 main:581] : INFO : Epoch 1865 | loss: 0.0311582 | val_loss: 0.0311733 | Time: 2576.2 ms
[2020-12-23 21:39:51 main:581] : INFO : Epoch 1866 | loss: 0.0311584 | val_loss: 0.0311808 | Time: 2580.77 ms
[2020-12-23 21:39:53 main:581] : INFO : Epoch 1867 | loss: 0.0311609 | val_loss: 0.0311755 | Time: 2558.95 ms
[2020-12-23 21:39:56 main:581] : INFO : Epoch 1868 | loss: 0.0311571 | val_loss: 0.0311746 | Time: 2509.78 ms
[2020-12-23 21:39:58 main:581] : INFO : Epoch 1869 | loss: 0.0311583 | val_loss: 0.0311788 | Time: 2570.06 ms
[2020-12-23 21:40:01 main:581] : INFO : Epoch 1870 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 2607.35 ms
[2020-12-23 21:40:04 main:581] : INFO : Epoch 1871 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 2580.44 ms
[2020-12-23 21:40:06 main:581] : INFO : Epoch 1872 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 2571.9 ms
[2020-12-23 21:40:09 main:581] : INFO : Epoch 1873 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 2520.58 ms
[2020-12-23 21:40:11 main:581] : INFO : Epoch 1874 | loss: 0.031157 | val_loss: 0.0311763 | Time: 2560.46 ms
[2020-12-23 21:40:14 main:581] : INFO : Epoch 1875 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 2580.95 ms
[2020-12-23 21:40:16 main:581] : INFO : Epoch 1876 | loss: 0.031161 | val_loss: 0.0311752 | Time: 2575.36 ms
[2020-12-23 21:40:19 main:581] : INFO : Epoch 1877 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 2537.54 ms
[2020-12-23 21:40:21 main:581] : INFO : Epoch 1878 | loss: 0.0311599 | val_loss: 0.0311755 | Time: 2529.68 ms
[2020-12-23 21:40:24 main:581] : INFO : Epoch 1879 | loss: 0.0311584 | val_loss: 0.0311784 | Time: 2576.87 ms
[2020-12-23 21:40:27 main:581] : INFO : Epoch 1880 | loss: 0.0311577 | val_loss: 0.0311805 | Time: 2611.14 ms
[2020-12-23 21:40:29 main:581] : INFO : Epoch 1881 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 2586.75 ms
[2020-12-23 21:40:32 main:581] : INFO : Epoch 1882 | loss: 0.031159 | val_loss: 0.0311743 | Time: 2535.04 ms
[2020-12-23 21:40:34 main:581] : INFO : Epoch 1883 | loss: 0.0311598 | val_loss: 0.031174 | Time: 2537.27 ms
[2020-12-23 21:40:37 main:581] : INFO : Epoch 1884 | loss: 0.0311564 | val_loss: 0.031176 | Time: 2576.54 ms
[2020-12-23 21:40:40 main:581] : INFO : Epoch 1885 | loss: 0.0311552 | val_loss: 0.0311735 | Time: 2580.91 ms
[2020-12-23 21:40:42 main:581] : INFO : Epoch 1886 | loss: 0.0311537 | val_loss: 0.0311744 | Time: 2562.77 ms
[2020-12-23 21:40:45 main:581] : INFO : Epoch 1887 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 2517.22 ms
[2020-12-23 21:40:47 main:581] : INFO : Epoch 1888 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 2540.84 ms
[2020-12-23 21:40:50 main:581] : INFO : Epoch 1889 | loss: 0.0311551 | val_loss: 0.0311741 | Time: 2588.97 ms
[2020-12-23 21:40:52 main:581] : INFO : Epoch 1890 | loss: 0.0311541 | val_loss: 0.031176 | Time: 2593.23 ms
[2020-12-23 21:40:55 main:581] : INFO : Epoch 1891 | loss: 0.031156 | val_loss: 0.0311802 | Time: 2553.18 ms
[2020-12-23 21:40:57 main:581] : INFO : Epoch 1892 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 2513.4 ms
[2020-12-23 21:41:00 main:581] : INFO : Epoch 1893 | loss: 0.031161 | val_loss: 0.0311744 | Time: 2550.44 ms
[2020-12-23 21:41:03 main:581] : INFO : Epoch 1894 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2581.66 ms
[2020-12-23 21:41:05 main:581] : INFO : Epoch 1895 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 2577.59 ms
[2020-12-23 21:41:08 main:581] : INFO : Epoch 1896 | loss: 0.0311599 | val_loss: 0.0311747 | Time: 2540.45 ms
[2020-12-23 21:41:10 main:581] : INFO : Epoch 1897 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 2520.59 ms
[2020-12-23 21:41:13 main:581] : INFO : Epoch 1898 | loss: 0.031163 | val_loss: 0.031173 | Time: 2582.34 ms
[2020-12-23 21:41:15 main:581] : INFO : Epoch 1899 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2604.07 ms
[2020-12-23 21:41:18 main:581] : INFO : Epoch 1900 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 2575.16 ms
[2020-12-23 21:41:20 main:581] : INFO : Epoch 1901 | loss: 0.0311572 | val_loss: 0.0311749 | Time: 2533.8 ms
[2020-12-23 21:41:23 main:581] : INFO : Epoch 1902 | loss: 0.0311568 | val_loss: 0.0311736 | Time: 2530.25 ms
[2020-12-23 21:41:26 main:581] : INFO : Epoch 1903 | loss: 0.031162 | val_loss: 0.0311815 | Time: 2569.97 ms
[2020-12-23 21:41:28 main:581] : INFO : Epoch 1904 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 2582.45 ms
[2020-12-23 21:41:31 main:581] : INFO : Epoch 1905 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 2567.26 ms
[2020-12-23 21:41:33 main:581] : INFO : Epoch 1906 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 2520.48 ms
[2020-12-23 21:41:36 main:581] : INFO : Epoch 1907 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2537.75 ms
[2020-12-23 21:41:38 main:581] : INFO : Epoch 1908 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2577.26 ms
[2020-12-23 21:41:41 main:581] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.031171 | Time: 2579.68 ms
[2020-12-23 21:41:43 main:581] : INFO : Epoch 1910 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 2554.89 ms
[2020-12-23 21:41:46 main:581] : INFO : Epoch 1911 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 2514.46 ms
[2020-12-23 21:41:49 main:581] : INFO : Epoch 1912 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 2558.34 ms
[2020-12-23 21:41:51 main:581] : INFO : Epoch 1913 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 2681.92 ms
[2020-12-23 21:41:54 main:581] : INFO : Epoch 1914 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 2586.14 ms
[2020-12-23 21:41:56 main:581] : INFO : Epoch 1915 | loss: 0.0311556 | val_loss: 0.0311737 | Time: 2547.09 ms
[2020-12-23 21:41:59 main:581] : INFO : Epoch 1916 | loss: 0.0311563 | val_loss: 0.0311715 | Time: 2514.82 ms
[2020-12-23 21:42:01 main:581] : INFO : Epoch 1917 | loss: 0.0311564 | val_loss: 0.031173 | Time: 2566.02 ms
[2020-12-23 21:42:04 main:581] : INFO : Epoch 1918 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 2582.6 ms
[2020-12-23 21:42:07 main:581] : INFO : Epoch 1919 | loss: 0.0311546 | val_loss: 0.031175 | Time: 2575.72 ms
[2020-12-23 21:42:09 main:581] : INFO : Epoch 1920 | loss: 0.0311553 | val_loss: 0.0311723 | Time: 2552.91 ms
[2020-12-23 21:42:12 main:581] : INFO : Epoch 1921 | loss: 0.0311607 | val_loss: 0.0311785 | Time: 2519.6 ms
[2020-12-23 21:42:14 main:581] : INFO : Epoch 1922 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2579.12 ms
[2020-12-23 21:42:17 main:581] : INFO : Epoch 1923 | loss: 0.0311537 | val_loss: 0.0311732 | Time: 2583.91 ms
[2020-12-23 21:42:19 main:581] : INFO : Epoch 1924 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 2614.02 ms
[2020-12-23 21:42:22 main:581] : INFO : Epoch 1925 | loss: 0.0311541 | val_loss: 0.0311724 | Time: 2526.87 ms
[2020-12-23 21:42:25 main:581] : INFO : Epoch 1926 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 2528.66 ms
[2020-12-23 21:42:27 main:581] : INFO : Epoch 1927 | loss: 0.0311564 | val_loss: 0.031174 | Time: 2584.88 ms
[2020-12-23 21:42:30 main:581] : INFO : Epoch 1928 | loss: 0.031156 | val_loss: 0.0311713 | Time: 2579.97 ms
[2020-12-23 21:42:32 main:581] : INFO : Epoch 1929 | loss: 0.0311552 | val_loss: 0.0311721 | Time: 2569.6 ms
[2020-12-23 21:42:35 main:581] : INFO : Epoch 1930 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 2569.76 ms
[2020-12-23 21:42:37 main:581] : INFO : Epoch 1931 | loss: 0.0311535 | val_loss: 0.0311726 | Time: 2533.06 ms
[2020-12-23 21:42:40 main:581] : INFO : Epoch 1932 | loss: 0.031154 | val_loss: 0.0311732 | Time: 2604.88 ms
[2020-12-23 21:42:43 main:581] : INFO : Epoch 1933 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2592.89 ms
[2020-12-23 21:42:45 main:581] : INFO : Epoch 1934 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 2552.79 ms
[2020-12-23 21:42:48 main:581] : INFO : Epoch 1935 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 2510.63 ms
[2020-12-23 21:42:50 main:581] : INFO : Epoch 1936 | loss: 0.031156 | val_loss: 0.0311771 | Time: 2548.23 ms
[2020-12-23 21:42:53 main:581] : INFO : Epoch 1937 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 2584.21 ms
[2020-12-23 21:42:55 main:581] : INFO : Epoch 1938 | loss: 0.0311557 | val_loss: 0.0311744 | Time: 2583.79 ms
[2020-12-23 21:42:58 main:581] : INFO : Epoch 1939 | loss: 0.0311547 | val_loss: 0.0311721 | Time: 2533.77 ms
[2020-12-23 21:43:00 main:581] : INFO : Epoch 1940 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 2532.75 ms
[2020-12-23 21:43:03 main:581] : INFO : Epoch 1941 | loss: 0.0311536 | val_loss: 0.03117 | Time: 2583.63 ms
[2020-12-23 21:43:06 main:581] : INFO : Epoch 1942 | loss: 0.031154 | val_loss: 0.031169 | Time: 2613.87 ms
[2020-12-23 21:43:08 main:581] : INFO : Epoch 1943 | loss: 0.031154 | val_loss: 0.0311721 | Time: 2593.79 ms
[2020-12-23 21:43:11 main:581] : INFO : Epoch 1944 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 2527.66 ms
[2020-12-23 21:43:13 main:581] : INFO : Epoch 1945 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 2513.02 ms
[2020-12-23 21:43:16 main:581] : INFO : Epoch 1946 | loss: 0.0311582 | val_loss: 0.0311776 | Time: 2573.5 ms
[2020-12-23 21:43:18 main:581] : INFO : Epoch 1947 | loss: 0.0311577 | val_loss: 0.0311808 | Time: 2578.22 ms
[2020-12-23 21:43:21 main:581] : INFO : Epoch 1948 | loss: 0.0311562 | val_loss: 0.03117 | Time: 2572.19 ms
[2020-12-23 21:43:23 main:581] : INFO : Epoch 1949 | loss: 0.0311574 | val_loss: 0.0311735 | Time: 2500.1 ms
[2020-12-23 21:43:26 main:581] : INFO : Epoch 1950 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 2511.6 ms
[2020-12-23 21:43:28 main:581] : INFO : Epoch 1951 | loss: 0.0311557 | val_loss: 0.0311722 | Time: 2536.25 ms
[2020-12-23 21:43:31 main:581] : INFO : Epoch 1952 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 2538.78 ms
[2020-12-23 21:43:34 main:581] : INFO : Epoch 1953 | loss: 0.0311545 | val_loss: 0.031169 | Time: 2512.84 ms
[2020-12-23 21:43:36 main:581] : INFO : Epoch 1954 | loss: 0.0311534 | val_loss: 0.0311709 | Time: 2501.8 ms
[2020-12-23 21:43:39 main:581] : INFO : Epoch 1955 | loss: 0.0311525 | val_loss: 0.03117 | Time: 2520.77 ms
[2020-12-23 21:43:41 main:581] : INFO : Epoch 1956 | loss: 0.0311548 | val_loss: 0.031179 | Time: 2565.12 ms
[2020-12-23 21:43:44 main:581] : INFO : Epoch 1957 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 2535.84 ms
[2020-12-23 21:43:46 main:581] : INFO : Epoch 1958 | loss: 0.0311563 | val_loss: 0.0311766 | Time: 2506.63 ms
[2020-12-23 21:43:49 main:581] : INFO : Epoch 1959 | loss: 0.0311593 | val_loss: 0.0311727 | Time: 2502.83 ms
[2020-12-23 21:43:51 main:581] : INFO : Epoch 1960 | loss: 0.0311531 | val_loss: 0.0311703 | Time: 2533.73 ms
[2020-12-23 21:43:54 main:581] : INFO : Epoch 1961 | loss: 0.0311523 | val_loss: 0.0311812 | Time: 2561.4 ms
[2020-12-23 21:43:56 main:581] : INFO : Epoch 1962 | loss: 0.0311522 | val_loss: 0.0311756 | Time: 2531.05 ms
[2020-12-23 21:43:59 main:581] : INFO : Epoch 1963 | loss: 0.0311523 | val_loss: 0.0311744 | Time: 2498.44 ms
[2020-12-23 21:44:01 main:581] : INFO : Epoch 1964 | loss: 0.0311536 | val_loss: 0.0311771 | Time: 2546.74 ms
[2020-12-23 21:44:04 main:581] : INFO : Epoch 1965 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 2536.56 ms
[2020-12-23 21:44:06 main:581] : INFO : Epoch 1966 | loss: 0.0311561 | val_loss: 0.0311734 | Time: 2537.57 ms
[2020-12-23 21:44:09 main:581] : INFO : Epoch 1967 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 2522.28 ms
[2020-12-23 21:44:11 main:581] : INFO : Epoch 1968 | loss: 0.0311536 | val_loss: 0.0311698 | Time: 2503.08 ms
[2020-12-23 21:44:14 main:581] : INFO : Epoch 1969 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 2523.06 ms
[2020-12-23 21:44:17 main:581] : INFO : Epoch 1970 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2557.74 ms
[2020-12-23 21:44:19 main:581] : INFO : Epoch 1971 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 2536.89 ms
[2020-12-23 21:44:22 main:581] : INFO : Epoch 1972 | loss: 0.0311626 | val_loss: 0.031171 | Time: 2507.98 ms
[2020-12-23 21:44:24 main:581] : INFO : Epoch 1973 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 2499.72 ms
[2020-12-23 21:44:27 main:581] : INFO : Epoch 1974 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2524.77 ms
[2020-12-23 21:44:29 main:581] : INFO : Epoch 1975 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2536.14 ms
[2020-12-23 21:44:32 main:581] : INFO : Epoch 1976 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 2537.35 ms
[2020-12-23 21:44:34 main:581] : INFO : Epoch 1977 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2503.1 ms
[2020-12-23 21:44:37 main:581] : INFO : Epoch 1978 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 2505.19 ms
[2020-12-23 21:44:39 main:581] : INFO : Epoch 1979 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 2543.96 ms
[2020-12-23 21:44:42 main:581] : INFO : Epoch 1980 | loss: 0.0311568 | val_loss: 0.0311755 | Time: 2538.19 ms
[2020-12-23 21:44:44 main:581] : INFO : Epoch 1981 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 2531.76 ms
[2020-12-23 21:44:47 main:581] : INFO : Epoch 1982 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 2523.76 ms
[2020-12-23 21:44:49 main:581] : INFO : Epoch 1983 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 2510.19 ms
[2020-12-23 21:44:52 main:581] : INFO : Epoch 1984 | loss: 0.0311557 | val_loss: 0.0311737 | Time: 2541.09 ms
[2020-12-23 21:44:54 main:581] : INFO : Epoch 1985 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 2537.78 ms
[2020-12-23 21:44:57 main:581] : INFO : Epoch 1986 | loss: 0.0311532 | val_loss: 0.0311719 | Time: 2518.47 ms
[2020-12-23 21:44:59 main:581] : INFO : Epoch 1987 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 2500.83 ms
[2020-12-23 21:45:02 main:581] : INFO : Epoch 1988 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 2522.5 ms
[2020-12-23 21:45:04 main:581] : INFO : Epoch 1989 | loss: 0.0311519 | val_loss: 0.0311721 | Time: 2543.39 ms
[2020-12-23 21:45:07 main:581] : INFO : Epoch 1990 | loss: 0.0311546 | val_loss: 0.0311705 | Time: 2537.4 ms
[2020-12-23 21:45:10 main:581] : INFO : Epoch 1991 | loss: 0.031156 | val_loss: 0.0311701 | Time: 2509.84 ms
[2020-12-23 21:45:12 main:581] : INFO : Epoch 1992 | loss: 0.031152 | val_loss: 0.0311685 | Time: 2499.4 ms
[2020-12-23 21:45:15 main:581] : INFO : Epoch 1993 | loss: 0.0311503 | val_loss: 0.0311713 | Time: 2537.89 ms
[2020-12-23 21:45:17 main:581] : INFO : Epoch 1994 | loss: 0.0311532 | val_loss: 0.0311717 | Time: 2537.69 ms
[2020-12-23 21:45:20 main:581] : INFO : Epoch 1995 | loss: 0.031154 | val_loss: 0.0311723 | Time: 2534.74 ms
[2020-12-23 21:45:22 main:581] : INFO : Epoch 1996 | loss: 0.0311538 | val_loss: 0.031171 | Time: 2501.04 ms
[2020-12-23 21:45:25 main:581] : INFO : Epoch 1997 | loss: 0.0311521 | val_loss: 0.0311693 | Time: 2501.61 ms
[2020-12-23 21:45:27 main:581] : INFO : Epoch 1998 | loss: 0.0311495 | val_loss: 0.0311682 | Time: 2536.69 ms
[2020-12-23 21:45:30 main:581] : INFO : Epoch 1999 | loss: 0.0311552 | val_loss: 0.0311712 | Time: 2558.7 ms
[2020-12-23 21:45:32 main:581] : INFO : Epoch 2000 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 2524.37 ms
[2020-12-23 21:45:35 main:581] : INFO : Epoch 2001 | loss: 0.0311534 | val_loss: 0.0311723 | Time: 2500.91 ms
[2020-12-23 21:45:37 main:581] : INFO : Epoch 2002 | loss: 0.031153 | val_loss: 0.0311677 | Time: 2510.41 ms
[2020-12-23 21:45:40 main:581] : INFO : Epoch 2003 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2536.24 ms
[2020-12-23 21:45:42 main:581] : INFO : Epoch 2004 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 2537.07 ms
[2020-12-23 21:45:45 main:581] : INFO : Epoch 2005 | loss: 0.0311552 | val_loss: 0.0311689 | Time: 2513.7 ms
[2020-12-23 21:45:47 main:581] : INFO : Epoch 2006 | loss: 0.0311505 | val_loss: 0.0311789 | Time: 2502.39 ms
[2020-12-23 21:45:50 main:581] : INFO : Epoch 2007 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 2521.49 ms
[2020-12-23 21:45:52 main:581] : INFO : Epoch 2008 | loss: 0.0311511 | val_loss: 0.0311794 | Time: 2537.67 ms
[2020-12-23 21:45:55 main:581] : INFO : Epoch 2009 | loss: 0.031154 | val_loss: 0.0311696 | Time: 2537.61 ms
[2020-12-23 21:45:58 main:581] : INFO : Epoch 2010 | loss: 0.0311505 | val_loss: 0.0311713 | Time: 2514.59 ms
[2020-12-23 21:46:00 main:581] : INFO : Epoch 2011 | loss: 0.0311497 | val_loss: 0.0311687 | Time: 2501.66 ms
[2020-12-23 21:46:03 main:581] : INFO : Epoch 2012 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 2541.4 ms
[2020-12-23 21:46:05 main:581] : INFO : Epoch 2013 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 2536.05 ms
[2020-12-23 21:46:08 main:581] : INFO : Epoch 2014 | loss: 0.0311496 | val_loss: 0.0311679 | Time: 2532.64 ms
[2020-12-23 21:46:10 main:581] : INFO : Epoch 2015 | loss: 0.0311517 | val_loss: 0.0311675 | Time: 2503.41 ms
[2020-12-23 21:46:13 main:581] : INFO : Epoch 2016 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 2503.14 ms
[2020-12-23 21:46:15 main:581] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.0311715 | Time: 2536.05 ms
[2020-12-23 21:46:18 main:581] : INFO : Epoch 2018 | loss: 0.0311514 | val_loss: 0.0311678 | Time: 2537.03 ms
[2020-12-23 21:46:20 main:581] : INFO : Epoch 2019 | loss: 0.0311507 | val_loss: 0.0311685 | Time: 2524.25 ms
[2020-12-23 21:46:23 main:581] : INFO : Epoch 2020 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 2504.16 ms
[2020-12-23 21:46:25 main:581] : INFO : Epoch 2021 | loss: 0.0311477 | val_loss: 0.0311696 | Time: 2509.92 ms
[2020-12-23 21:46:28 main:581] : INFO : Epoch 2022 | loss: 0.0311468 | val_loss: 0.0311716 | Time: 2534.16 ms
[2020-12-23 21:46:30 main:581] : INFO : Epoch 2023 | loss: 0.0311488 | val_loss: 0.031168 | Time: 2533.43 ms
[2020-12-23 21:46:33 main:581] : INFO : Epoch 2024 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 2514.16 ms
[2020-12-23 21:46:35 main:581] : INFO : Epoch 2025 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 2501.03 ms
[2020-12-23 21:46:38 main:581] : INFO : Epoch 2026 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 2523.55 ms
[2020-12-23 21:46:40 main:581] : INFO : Epoch 2027 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2536.29 ms
[2020-12-23 21:46:43 main:581] : INFO : Epoch 2028 | loss: 0.031156 | val_loss: 0.0311701 | Time: 2535.56 ms
[2020-12-23 21:46:45 main:581] : INFO : Epoch 2029 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 2504.21 ms
[2020-12-23 21:46:48 main:581] : INFO : Epoch 2030 | loss: 0.031154 | val_loss: 0.0311677 | Time: 2499.33 ms
[2020-12-23 21:46:50 main:581] : INFO : Epoch 2031 | loss: 0.0311508 | val_loss: 0.0311678 | Time: 2545.83 ms
[2020-12-23 21:46:53 main:581] : INFO : Epoch 2032 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 2564.41 ms
[2020-12-23 21:46:56 main:581] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 2573.51 ms
[2020-12-23 21:46:58 main:581] : INFO : Epoch 2034 | loss: 0.0311524 | val_loss: 0.0311875 | Time: 2499.94 ms
[2020-12-23 21:47:01 main:581] : INFO : Epoch 2035 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 2505.19 ms
[2020-12-23 21:47:03 main:581] : INFO : Epoch 2036 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 2536.54 ms
[2020-12-23 21:47:06 main:581] : INFO : Epoch 2037 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 2536.46 ms
[2020-12-23 21:47:08 main:581] : INFO : Epoch 2038 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 2517.9 ms
[2020-12-23 21:47:11 main:581] : INFO : Epoch 2039 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 2497.09 ms
[2020-12-23 21:47:13 main:581] : INFO : Epoch 2040 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 2512.39 ms
[2020-12-23 21:47:16 main:581] : INFO : Epoch 2041 | loss: 0.0311469 | val_loss: 0.0311678 | Time: 2532.67 ms
[2020-12-23 21:47:18 main:581] : INFO : Epoch 2042 | loss: 0.031148 | val_loss: 0.031169 | Time: 2536.23 ms
[2020-12-23 21:47:21 main:581] : INFO : Epoch 2043 | loss: 0.0311505 | val_loss: 0.0311685 | Time: 2510.25 ms
[2020-12-23 21:47:23 main:581] : INFO : Epoch 2044 | loss: 0.031158 | val_loss: 0.0311743 | Time: 2516.63 ms
[2020-12-23 21:47:26 main:581] : INFO : Epoch 2045 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 2523.92 ms
[2020-12-23 21:47:28 main:581] : INFO : Epoch 2046 | loss: 0.0311486 | val_loss: 0.0311709 | Time: 2534.34 ms
[2020-12-23 21:47:31 main:581] : INFO : Epoch 2047 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 2538.19 ms
[2020-12-23 21:47:33 main:581] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 2502.89 ms
[2020-12-23 21:47:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311696
[2020-12-23 21:47:33 main:610] : INFO : Saving end state to config to file
[2020-12-23 21:47:33 main:615] : INFO : Success, exiting..
21:47:33 (109572): 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)