Task 7763584
| Name | ParityModified-1631733796-4285-1_0 |
| Workunit | 5398148 |
| Created | 2 Oct 2021, 8:16:37 UTC |
| Sent | 10 Oct 2021, 10:40:21 UTC |
| Report deadline | 17 Oct 2021, 10:40:21 UTC |
| Received | 10 Oct 2021, 12:58:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 16 min 34 sec |
| CPU time | 1 hours 14 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 2782.91 ms
[2021-10-10 13:38:03 main:574] : INFO : Epoch 1543 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 2531 ms
[2021-10-10 13:38:05 main:574] : INFO : Epoch 1544 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 2480.2 ms
[2021-10-10 13:38:08 main:574] : INFO : Epoch 1545 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 2545.57 ms
[2021-10-10 13:38:10 main:574] : INFO : Epoch 1546 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 2501.32 ms
[2021-10-10 13:38:13 main:574] : INFO : Epoch 1547 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 2571.35 ms
[2021-10-10 13:38:16 main:574] : INFO : Epoch 1548 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 2578.51 ms
[2021-10-10 13:38:18 main:574] : INFO : Epoch 1549 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 2521.37 ms
[2021-10-10 13:38:21 main:574] : INFO : Epoch 1550 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 2514.74 ms
[2021-10-10 13:38:23 main:574] : INFO : Epoch 1551 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2735.06 ms
[2021-10-10 13:38:26 main:574] : INFO : Epoch 1552 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 2502.04 ms
[2021-10-10 13:38:28 main:574] : INFO : Epoch 1553 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 2459.8 ms
[2021-10-10 13:38:31 main:574] : INFO : Epoch 1554 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2466.02 ms
[2021-10-10 13:38:33 main:574] : INFO : Epoch 1555 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 2536.95 ms
[2021-10-10 13:38:36 main:574] : INFO : Epoch 1556 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 2573.67 ms
[2021-10-10 13:38:39 main:574] : INFO : Epoch 1557 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 2485.58 ms
[2021-10-10 13:38:41 main:574] : INFO : Epoch 1558 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 2519.43 ms
[2021-10-10 13:38:44 main:574] : INFO : Epoch 1559 | loss: 0.031183 | val_loss: 0.0311876 | Time: 2547.47 ms
[2021-10-10 13:38:46 main:574] : INFO : Epoch 1560 | loss: 0.0311839 | val_loss: 0.0311816 | Time: 2490.26 ms
[2021-10-10 13:38:49 main:574] : INFO : Epoch 1561 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 2528.1 ms
[2021-10-10 13:38:51 main:574] : INFO : Epoch 1562 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 2504.39 ms
[2021-10-10 13:38:54 main:574] : INFO : Epoch 1563 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 2634.82 ms
[2021-10-10 13:38:56 main:574] : INFO : Epoch 1564 | loss: 0.0311776 | val_loss: 0.031184 | Time: 2556.03 ms
[2021-10-10 13:38:59 main:574] : INFO : Epoch 1565 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 2571.58 ms
[2021-10-10 13:39:01 main:574] : INFO : Epoch 1566 | loss: 0.031177 | val_loss: 0.0311833 | Time: 2515.89 ms
[2021-10-10 13:39:04 main:574] : INFO : Epoch 1567 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 2515.05 ms
[2021-10-10 13:39:06 main:574] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2536.2 ms
[2021-10-10 13:39:09 main:574] : INFO : Epoch 1569 | loss: 0.0311767 | val_loss: 0.031185 | Time: 2494.19 ms
[2021-10-10 13:39:11 main:574] : INFO : Epoch 1570 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 2499.36 ms
[2021-10-10 13:39:14 main:574] : INFO : Epoch 1571 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 2571.98 ms
[2021-10-10 13:39:17 main:574] : INFO : Epoch 1572 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2657.51 ms
[2021-10-10 13:39:19 main:574] : INFO : Epoch 1573 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2475.81 ms
[2021-10-10 13:39:22 main:574] : INFO : Epoch 1574 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2598.59 ms
[2021-10-10 13:39:25 main:574] : INFO : Epoch 1575 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 2786.31 ms
[2021-10-10 13:39:27 main:574] : INFO : Epoch 1576 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 2553.38 ms
[2021-10-10 13:39:30 main:574] : INFO : Epoch 1577 | loss: 0.0311748 | val_loss: 0.0311836 | Time: 2491.65 ms
[2021-10-10 13:39:32 main:574] : INFO : Epoch 1578 | loss: 0.031176 | val_loss: 0.0311851 | Time: 2566.91 ms
[2021-10-10 13:39:35 main:574] : INFO : Epoch 1579 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 2561.95 ms
[2021-10-10 13:39:37 main:574] : INFO : Epoch 1580 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2517.61 ms
[2021-10-10 13:39:40 main:574] : INFO : Epoch 1581 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 2730.61 ms
[2021-10-10 13:39:43 main:574] : INFO : Epoch 1582 | loss: 0.0311731 | val_loss: 0.0311884 | Time: 2697.54 ms
[2021-10-10 13:39:46 main:574] : INFO : Epoch 1583 | loss: 0.0311742 | val_loss: 0.0311881 | Time: 2471.69 ms
[2021-10-10 13:39:48 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2512.09 ms
[2021-10-10 13:39:51 main:574] : INFO : Epoch 1585 | loss: 0.0311722 | val_loss: 0.031181 | Time: 2560.82 ms
[2021-10-10 13:39:53 main:574] : INFO : Epoch 1586 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 2499.08 ms
[2021-10-10 13:39:56 main:574] : INFO : Epoch 1587 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 2616.35 ms
[2021-10-10 13:39:59 main:574] : INFO : Epoch 1588 | loss: 0.0311725 | val_loss: 0.0311829 | Time: 2637.63 ms
[2021-10-10 13:40:01 main:574] : INFO : Epoch 1589 | loss: 0.031173 | val_loss: 0.0311848 | Time: 2651.62 ms
[2021-10-10 13:40:04 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 2627.94 ms
[2021-10-10 13:40:06 main:574] : INFO : Epoch 1591 | loss: 0.0311727 | val_loss: 0.0311845 | Time: 2527.47 ms
[2021-10-10 13:40:09 main:574] : INFO : Epoch 1592 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2440.67 ms
[2021-10-10 13:40:11 main:574] : INFO : Epoch 1593 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 2403.95 ms
[2021-10-10 13:40:14 main:574] : INFO : Epoch 1594 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 3104.61 ms
[2021-10-10 13:40:17 main:574] : INFO : Epoch 1595 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 2342.75 ms
[2021-10-10 13:40:19 main:574] : INFO : Epoch 1596 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 2192.46 ms
[2021-10-10 13:40:21 main:574] : INFO : Epoch 1597 | loss: 0.0311745 | val_loss: 0.0311836 | Time: 2077.87 ms
[2021-10-10 13:40:23 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 2161.49 ms
[2021-10-10 13:40:25 main:574] : INFO : Epoch 1599 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 2237.26 ms
[2021-10-10 13:40:28 main:574] : INFO : Epoch 1600 | loss: 0.031172 | val_loss: 0.0311799 | Time: 2279.69 ms
[2021-10-10 13:40:30 main:574] : INFO : Epoch 1601 | loss: 0.031171 | val_loss: 0.0311788 | Time: 2246.12 ms
[2021-10-10 13:40:32 main:574] : INFO : Epoch 1602 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 2234.63 ms
[2021-10-10 13:40:34 main:574] : INFO : Epoch 1603 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 2224.3 ms
[2021-10-10 13:40:37 main:574] : INFO : Epoch 1604 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 2270.19 ms
[2021-10-10 13:40:39 main:574] : INFO : Epoch 1605 | loss: 0.0311748 | val_loss: 0.0311887 | Time: 2237.33 ms
[2021-10-10 13:40:41 main:574] : INFO : Epoch 1606 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 2246 ms
[2021-10-10 13:40:44 main:574] : INFO : Epoch 1607 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 2277.53 ms
[2021-10-10 13:40:46 main:574] : INFO : Epoch 1608 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2237.68 ms
[2021-10-10 13:40:48 main:574] : INFO : Epoch 1609 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 2226.72 ms
[2021-10-10 13:40:50 main:574] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 2228.94 ms
[2021-10-10 13:40:52 main:574] : INFO : Epoch 1611 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 2254.4 ms
[2021-10-10 13:40:55 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2242.49 ms
[2021-10-10 13:40:57 main:574] : INFO : Epoch 1613 | loss: 0.0311714 | val_loss: 0.031181 | Time: 2286.8 ms
[2021-10-10 13:40:59 main:574] : INFO : Epoch 1614 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2256.88 ms
[2021-10-10 13:41:02 main:574] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.0311794 | Time: 2223.78 ms
[2021-10-10 13:41:04 main:574] : INFO : Epoch 1616 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 2227 ms
[2021-10-10 13:41:06 main:574] : INFO : Epoch 1617 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2234.17 ms
[2021-10-10 13:41:08 main:574] : INFO : Epoch 1618 | loss: 0.0311722 | val_loss: 0.031182 | Time: 2238.34 ms
[2021-10-10 13:41:10 main:574] : INFO : Epoch 1619 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2250.72 ms
[2021-10-10 13:41:13 main:574] : INFO : Epoch 1620 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 2249.24 ms
[2021-10-10 13:41:15 main:574] : INFO : Epoch 1621 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2244.8 ms
[2021-10-10 13:41:17 main:574] : INFO : Epoch 1622 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2214.21 ms
[2021-10-10 13:41:19 main:574] : INFO : Epoch 1623 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 2206.5 ms
[2021-10-10 13:41:22 main:574] : INFO : Epoch 1624 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 2215.94 ms
[2021-10-10 13:41:24 main:574] : INFO : Epoch 1625 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 2198.64 ms
[2021-10-10 13:41:26 main:574] : INFO : Epoch 1626 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 2332.13 ms
[2021-10-10 13:41:29 main:574] : INFO : Epoch 1627 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 2496.24 ms
[2021-10-10 13:41:31 main:574] : INFO : Epoch 1628 | loss: 0.0311733 | val_loss: 0.0311918 | Time: 2165.78 ms
[2021-10-10 13:41:33 main:574] : INFO : Epoch 1629 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2202.8 ms
[2021-10-10 13:41:35 main:574] : INFO : Epoch 1630 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2223.89 ms
[2021-10-10 13:41:37 main:574] : INFO : Epoch 1631 | loss: 0.0311711 | val_loss: 0.0311842 | Time: 2212.1 ms
[2021-10-10 13:41:40 main:574] : INFO : Epoch 1632 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 2204.54 ms
[2021-10-10 13:41:42 main:574] : INFO : Epoch 1633 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 2199.17 ms
[2021-10-10 13:41:44 main:574] : INFO : Epoch 1634 | loss: 0.031171 | val_loss: 0.0311796 | Time: 2246.66 ms
[2021-10-10 13:41:46 main:574] : INFO : Epoch 1635 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 2214.6 ms
[2021-10-10 13:41:49 main:574] : INFO : Epoch 1636 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2209.79 ms
[2021-10-10 13:41:51 main:574] : INFO : Epoch 1637 | loss: 0.0311715 | val_loss: 0.0311783 | Time: 2203.18 ms
[2021-10-10 13:41:53 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 2222.44 ms
[2021-10-10 13:41:55 main:574] : INFO : Epoch 1639 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 2186.04 ms
[2021-10-10 13:41:58 main:574] : INFO : Epoch 1640 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 2308.6 ms
[2021-10-10 13:42:00 main:574] : INFO : Epoch 1641 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 2210.87 ms
[2021-10-10 13:42:02 main:574] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 2206.02 ms
[2021-10-10 13:42:04 main:574] : INFO : Epoch 1643 | loss: 0.031172 | val_loss: 0.0311765 | Time: 2227.24 ms
[2021-10-10 13:42:06 main:574] : INFO : Epoch 1644 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 2224.91 ms
[2021-10-10 13:42:09 main:574] : INFO : Epoch 1645 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2170.54 ms
[2021-10-10 13:42:11 main:574] : INFO : Epoch 1646 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 2338.42 ms
[2021-10-10 13:42:13 main:574] : INFO : Epoch 1647 | loss: 0.0311707 | val_loss: 0.031177 | Time: 2307.54 ms
[2021-10-10 13:42:15 main:574] : INFO : Epoch 1648 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 2219.14 ms
[2021-10-10 13:42:18 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 2221.66 ms
[2021-10-10 13:42:20 main:574] : INFO : Epoch 1650 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 2285.65 ms
[2021-10-10 13:42:22 main:574] : INFO : Epoch 1651 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 2241.15 ms
[2021-10-10 13:42:24 main:574] : INFO : Epoch 1652 | loss: 0.0311801 | val_loss: 0.0311942 | Time: 2212.03 ms
[2021-10-10 13:42:27 main:574] : INFO : Epoch 1653 | loss: 0.0311982 | val_loss: 0.0312005 | Time: 2219.86 ms
[2021-10-10 13:42:29 main:574] : INFO : Epoch 1654 | loss: 0.0312008 | val_loss: 0.0311978 | Time: 2241.77 ms
[2021-10-10 13:42:31 main:574] : INFO : Epoch 1655 | loss: 0.0311982 | val_loss: 0.0311965 | Time: 2187.17 ms
[2021-10-10 13:42:33 main:574] : INFO : Epoch 1656 | loss: 0.0311966 | val_loss: 0.0311955 | Time: 2249.31 ms
[2021-10-10 13:42:36 main:574] : INFO : Epoch 1657 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 2239.21 ms
[2021-10-10 13:42:38 main:574] : INFO : Epoch 1658 | loss: 0.0312002 | val_loss: 0.0311959 | Time: 2269.81 ms
[2021-10-10 13:42:40 main:574] : INFO : Epoch 1659 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 2205.76 ms
[2021-10-10 13:42:42 main:574] : INFO : Epoch 1660 | loss: 0.031198 | val_loss: 0.0311943 | Time: 2271.13 ms
[2021-10-10 13:42:45 main:574] : INFO : Epoch 1661 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 2256.47 ms
[2021-10-10 13:42:47 main:574] : INFO : Epoch 1662 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 2256.64 ms
[2021-10-10 13:42:49 main:574] : INFO : Epoch 1663 | loss: 0.031192 | val_loss: 0.0311931 | Time: 2249.65 ms
[2021-10-10 13:42:51 main:574] : INFO : Epoch 1664 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 2215.39 ms
[2021-10-10 13:42:54 main:574] : INFO : Epoch 1665 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 2209.28 ms
[2021-10-10 13:42:56 main:574] : INFO : Epoch 1666 | loss: 0.0311908 | val_loss: 0.0311906 | Time: 2194.66 ms
[2021-10-10 13:42:58 main:574] : INFO : Epoch 1667 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 2313.83 ms
[2021-10-10 13:43:00 main:574] : INFO : Epoch 1668 | loss: 0.0311898 | val_loss: 0.031196 | Time: 2235.62 ms
[2021-10-10 13:43:03 main:574] : INFO : Epoch 1669 | loss: 0.0311919 | val_loss: 0.0311912 | Time: 2197.28 ms
[2021-10-10 13:43:05 main:574] : INFO : Epoch 1670 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 2215.25 ms
[2021-10-10 13:43:07 main:574] : INFO : Epoch 1671 | loss: 0.0311893 | val_loss: 0.0311906 | Time: 2256.82 ms
[2021-10-10 13:43:09 main:574] : INFO : Epoch 1672 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 2242.44 ms
[2021-10-10 13:43:11 main:574] : INFO : Epoch 1673 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 2222.62 ms
[2021-10-10 13:43:14 main:574] : INFO : Epoch 1674 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 2274.42 ms
[2021-10-10 13:43:16 main:574] : INFO : Epoch 1675 | loss: 0.0311879 | val_loss: 0.03119 | Time: 2231.92 ms
[2021-10-10 13:43:18 main:574] : INFO : Epoch 1676 | loss: 0.0311864 | val_loss: 0.03119 | Time: 2206.16 ms
[2021-10-10 13:43:20 main:574] : INFO : Epoch 1677 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 2224.25 ms
[2021-10-10 13:43:23 main:574] : INFO : Epoch 1678 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 2257.1 ms
[2021-10-10 13:43:25 main:574] : INFO : Epoch 1679 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 2299.32 ms
[2021-10-10 13:43:27 main:574] : INFO : Epoch 1680 | loss: 0.0311846 | val_loss: 0.0311891 | Time: 2265.2 ms
[2021-10-10 13:43:30 main:574] : INFO : Epoch 1681 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 2259.01 ms
[2021-10-10 13:43:32 main:574] : INFO : Epoch 1682 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 2269.64 ms
[2021-10-10 13:43:34 main:574] : INFO : Epoch 1683 | loss: 0.0311832 | val_loss: 0.031188 | Time: 2271.79 ms
[2021-10-10 13:43:36 main:574] : INFO : Epoch 1684 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 2245.21 ms
[2021-10-10 13:43:39 main:574] : INFO : Epoch 1685 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 2239.68 ms
[2021-10-10 13:43:41 main:574] : INFO : Epoch 1686 | loss: 0.031182 | val_loss: 0.0311885 | Time: 2232.65 ms
[2021-10-10 13:43:43 main:574] : INFO : Epoch 1687 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 2232.92 ms
[2021-10-10 13:43:45 main:574] : INFO : Epoch 1688 | loss: 0.0311819 | val_loss: 0.03119 | Time: 2279.39 ms
[2021-10-10 13:43:48 main:574] : INFO : Epoch 1689 | loss: 0.0311848 | val_loss: 0.0311937 | Time: 2322.64 ms
[2021-10-10 13:43:50 main:574] : INFO : Epoch 1690 | loss: 0.0311825 | val_loss: 0.0311886 | Time: 2275.15 ms
[2021-10-10 13:43:52 main:574] : INFO : Epoch 1691 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 2305.67 ms
[2021-10-10 13:43:55 main:574] : INFO : Epoch 1692 | loss: 0.0311839 | val_loss: 0.0311925 | Time: 2288.5 ms
[2021-10-10 13:43:57 main:574] : INFO : Epoch 1693 | loss: 0.0311815 | val_loss: 0.0311901 | Time: 2301.32 ms
[2021-10-10 13:43:59 main:574] : INFO : Epoch 1694 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 2273.86 ms
[2021-10-10 13:44:01 main:574] : INFO : Epoch 1695 | loss: 0.0311808 | val_loss: 0.0311888 | Time: 2254.36 ms
[2021-10-10 13:44:04 main:574] : INFO : Epoch 1696 | loss: 0.0311802 | val_loss: 0.0311878 | Time: 2188.63 ms
[2021-10-10 13:44:06 main:574] : INFO : Epoch 1697 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 2219.7 ms
[2021-10-10 13:44:08 main:574] : INFO : Epoch 1698 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 2234.26 ms
[2021-10-10 13:44:10 main:574] : INFO : Epoch 1699 | loss: 0.0311804 | val_loss: 0.0311876 | Time: 2244.25 ms
[2021-10-10 13:44:13 main:574] : INFO : Epoch 1700 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 2249.83 ms
[2021-10-10 13:44:15 main:574] : INFO : Epoch 1701 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 2239.9 ms
[2021-10-10 13:44:17 main:574] : INFO : Epoch 1702 | loss: 0.0311795 | val_loss: 0.031187 | Time: 2463.42 ms
[2021-10-10 13:44:20 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 2322.28 ms
[2021-10-10 13:44:22 main:574] : INFO : Epoch 1704 | loss: 0.0311786 | val_loss: 0.0311872 | Time: 2422.79 ms
[2021-10-10 13:44:24 main:574] : INFO : Epoch 1705 | loss: 0.0311791 | val_loss: 0.0311868 | Time: 2275.43 ms
[2021-10-10 13:44:27 main:574] : INFO : Epoch 1706 | loss: 0.0311817 | val_loss: 0.031188 | Time: 2217.46 ms
[2021-10-10 13:44:29 main:574] : INFO : Epoch 1707 | loss: 0.0311791 | val_loss: 0.0311916 | Time: 2205 ms
[2021-10-10 13:44:31 main:574] : INFO : Epoch 1708 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 2255.9 ms
[2021-10-10 13:44:33 main:574] : INFO : Epoch 1709 | loss: 0.0311788 | val_loss: 0.0311881 | Time: 2263.8 ms
[2021-10-10 13:44:36 main:574] : INFO : Epoch 1710 | loss: 0.0311778 | val_loss: 0.0311882 | Time: 2262.66 ms
[2021-10-10 13:44:38 main:574] : INFO : Epoch 1711 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 2241.84 ms
[2021-10-10 13:44:40 main:574] : INFO : Epoch 1712 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 2277.48 ms
[2021-10-10 13:44:42 main:574] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2334.23 ms
[2021-10-10 13:44:45 main:574] : INFO : Epoch 1714 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2217.17 ms
[2021-10-10 13:44:47 main:574] : INFO : Epoch 1715 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 2226.77 ms
[2021-10-10 13:44:49 main:574] : INFO : Epoch 1716 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 2222.01 ms
[2021-10-10 13:44:51 main:574] : INFO : Epoch 1717 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2175.19 ms
[2021-10-10 13:44:53 main:574] : INFO : Epoch 1718 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 2200.99 ms
[2021-10-10 13:44:56 main:574] : INFO : Epoch 1719 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 2298.66 ms
[2021-10-10 13:44:58 main:574] : INFO : Epoch 1720 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 2317.21 ms
[2021-10-10 13:45:00 main:574] : INFO : Epoch 1721 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2253.57 ms
[2021-10-10 13:45:03 main:574] : INFO : Epoch 1722 | loss: 0.0311777 | val_loss: 0.0311913 | Time: 2234.21 ms
[2021-10-10 13:45:05 main:574] : INFO : Epoch 1723 | loss: 0.0311773 | val_loss: 0.031187 | Time: 2250.33 ms
[2021-10-10 13:45:07 main:574] : INFO : Epoch 1724 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 2216.65 ms
[2021-10-10 13:45:09 main:574] : INFO : Epoch 1725 | loss: 0.0311801 | val_loss: 0.0311923 | Time: 2238.21 ms
[2021-10-10 13:45:12 main:574] : INFO : Epoch 1726 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 2259.13 ms
[2021-10-10 13:45:14 main:574] : INFO : Epoch 1727 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 2217.03 ms
[2021-10-10 13:45:16 main:574] : INFO : Epoch 1728 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 2200.42 ms
[2021-10-10 13:45:18 main:574] : INFO : Epoch 1729 | loss: 0.0311783 | val_loss: 0.031191 | Time: 2233.75 ms
[2021-10-10 13:45:21 main:574] : INFO : Epoch 1730 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2269.95 ms
[2021-10-10 13:45:23 main:574] : INFO : Epoch 1731 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 2214.23 ms
[2021-10-10 13:45:25 main:574] : INFO : Epoch 1732 | loss: 0.0311754 | val_loss: 0.031183 | Time: 2256.23 ms
[2021-10-10 13:45:27 main:574] : INFO : Epoch 1733 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 2275.83 ms
[2021-10-10 13:45:30 main:574] : INFO : Epoch 1734 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2231.34 ms
[2021-10-10 13:45:32 main:574] : INFO : Epoch 1735 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 2313.07 ms
[2021-10-10 13:45:34 main:574] : INFO : Epoch 1736 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 2373.88 ms
[2021-10-10 13:45:36 main:574] : INFO : Epoch 1737 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 2226.2 ms
[2021-10-10 13:45:39 main:574] : INFO : Epoch 1738 | loss: 0.0311763 | val_loss: 0.031185 | Time: 2179.91 ms
[2021-10-10 13:45:41 main:574] : INFO : Epoch 1739 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 2236.22 ms
[2021-10-10 13:45:43 main:574] : INFO : Epoch 1740 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 2315.86 ms
[2021-10-10 13:45:45 main:574] : INFO : Epoch 1741 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2238.31 ms
[2021-10-10 13:45:48 main:574] : INFO : Epoch 1742 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 2216.28 ms
[2021-10-10 13:45:50 main:574] : INFO : Epoch 1743 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 2275.58 ms
[2021-10-10 13:45:52 main:574] : INFO : Epoch 1744 | loss: 0.0311786 | val_loss: 0.031186 | Time: 2252.29 ms
[2021-10-10 13:45:54 main:574] : INFO : Epoch 1745 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 2210.19 ms
[2021-10-10 13:45:57 main:574] : INFO : Epoch 1746 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2289.53 ms
[2021-10-10 13:45:59 main:574] : INFO : Epoch 1747 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 2227.19 ms
[2021-10-10 13:46:01 main:574] : INFO : Epoch 1748 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 2231.55 ms
[2021-10-10 13:46:03 main:574] : INFO : Epoch 1749 | loss: 0.0311764 | val_loss: 0.031185 | Time: 2177.63 ms
[2021-10-10 13:46:06 main:574] : INFO : Epoch 1750 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 2255.02 ms
[2021-10-10 13:46:08 main:574] : INFO : Epoch 1751 | loss: 0.0311741 | val_loss: 0.0311868 | Time: 2241.58 ms
[2021-10-10 13:46:10 main:574] : INFO : Epoch 1752 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 2215.35 ms
[2021-10-10 13:46:12 main:574] : INFO : Epoch 1753 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 2204.05 ms
[2021-10-10 13:46:15 main:574] : INFO : Epoch 1754 | loss: 0.0311727 | val_loss: 0.0311848 | Time: 2257.09 ms
[2021-10-10 13:46:17 main:574] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 2196.67 ms
[2021-10-10 13:46:19 main:574] : INFO : Epoch 1756 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 2235.54 ms
[2021-10-10 13:46:21 main:574] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311859 | Time: 2297.65 ms
[2021-10-10 13:46:23 main:574] : INFO : Epoch 1758 | loss: 0.0311721 | val_loss: 0.0311849 | Time: 2193.59 ms
[2021-10-10 13:46:26 main:574] : INFO : Epoch 1759 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 2196.46 ms
[2021-10-10 13:46:28 main:574] : INFO : Epoch 1760 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 2230.6 ms
[2021-10-10 13:46:30 main:574] : INFO : Epoch 1761 | loss: 0.0311727 | val_loss: 0.0311859 | Time: 2242.96 ms
[2021-10-10 13:46:32 main:574] : INFO : Epoch 1762 | loss: 0.0311722 | val_loss: 0.0311858 | Time: 2216.56 ms
[2021-10-10 13:46:35 main:574] : INFO : Epoch 1763 | loss: 0.0311722 | val_loss: 0.0311854 | Time: 2239.67 ms
[2021-10-10 13:46:37 main:574] : INFO : Epoch 1764 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 2313.01 ms
[2021-10-10 13:46:39 main:574] : INFO : Epoch 1765 | loss: 0.0311717 | val_loss: 0.0311866 | Time: 2229.66 ms
[2021-10-10 13:46:41 main:574] : INFO : Epoch 1766 | loss: 0.0311728 | val_loss: 0.0311885 | Time: 2218.55 ms
[2021-10-10 13:46:44 main:574] : INFO : Epoch 1767 | loss: 0.0311721 | val_loss: 0.0311864 | Time: 2307.77 ms
[2021-10-10 13:46:46 main:574] : INFO : Epoch 1768 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 2237.27 ms
[2021-10-10 13:46:48 main:574] : INFO : Epoch 1769 | loss: 0.0311719 | val_loss: 0.0311849 | Time: 2195.37 ms
[2021-10-10 13:46:50 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 2211.33 ms
[2021-10-10 13:46:53 main:574] : INFO : Epoch 1771 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 2200.05 ms
[2021-10-10 13:46:55 main:574] : INFO : Epoch 1772 | loss: 0.0311743 | val_loss: 0.0311851 | Time: 2243.28 ms
[2021-10-10 13:46:57 main:574] : INFO : Epoch 1773 | loss: 0.0311757 | val_loss: 0.0311883 | Time: 2299.12 ms
[2021-10-10 13:46:59 main:574] : INFO : Epoch 1774 | loss: 0.0311731 | val_loss: 0.0311857 | Time: 2252.24 ms
[2021-10-10 13:47:02 main:574] : INFO : Epoch 1775 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 2257.4 ms
[2021-10-10 13:47:04 main:574] : INFO : Epoch 1776 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 2223.39 ms
[2021-10-10 13:47:06 main:574] : INFO : Epoch 1777 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 2263.21 ms
[2021-10-10 13:47:08 main:574] : INFO : Epoch 1778 | loss: 0.0311728 | val_loss: 0.0311855 | Time: 2239.38 ms
[2021-10-10 13:47:11 main:574] : INFO : Epoch 1779 | loss: 0.0311708 | val_loss: 0.0311855 | Time: 2190.18 ms
[2021-10-10 13:47:13 main:574] : INFO : Epoch 1780 | loss: 0.0311715 | val_loss: 0.0311904 | Time: 2211.41 ms
[2021-10-10 13:47:15 main:574] : INFO : Epoch 1781 | loss: 0.0311728 | val_loss: 0.0311855 | Time: 2264.7 ms
[2021-10-10 13:47:17 main:574] : INFO : Epoch 1782 | loss: 0.0311703 | val_loss: 0.0311849 | Time: 2271.19 ms
[2021-10-10 13:47:20 main:574] : INFO : Epoch 1783 | loss: 0.0311703 | val_loss: 0.0311862 | Time: 2206.81 ms
[2021-10-10 13:47:22 main:574] : INFO : Epoch 1784 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 2215.57 ms
[2021-10-10 13:47:24 main:574] : INFO : Epoch 1785 | loss: 0.0311712 | val_loss: 0.0311841 | Time: 2262.38 ms
[2021-10-10 13:47:26 main:574] : INFO : Epoch 1786 | loss: 0.0311704 | val_loss: 0.0311874 | Time: 2246.06 ms
[2021-10-10 13:47:29 main:574] : INFO : Epoch 1787 | loss: 0.0311713 | val_loss: 0.0311859 | Time: 2253.97 ms
[2021-10-10 13:47:31 main:574] : INFO : Epoch 1788 | loss: 0.0311705 | val_loss: 0.0311862 | Time: 2297.41 ms
[2021-10-10 13:47:33 main:574] : INFO : Epoch 1789 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 2205.39 ms
[2021-10-10 13:47:35 main:574] : INFO : Epoch 1790 | loss: 0.0311695 | val_loss: 0.0311847 | Time: 2194.12 ms
[2021-10-10 13:47:37 main:574] : INFO : Epoch 1791 | loss: 0.0311707 | val_loss: 0.0311882 | Time: 2216.97 ms
[2021-10-10 13:47:40 main:574] : INFO : Epoch 1792 | loss: 0.0311724 | val_loss: 0.0311851 | Time: 2239.78 ms
[2021-10-10 13:47:42 main:574] : INFO : Epoch 1793 | loss: 0.0311695 | val_loss: 0.0311865 | Time: 2217.5 ms
[2021-10-10 13:47:44 main:574] : INFO : Epoch 1794 | loss: 0.0311716 | val_loss: 0.0311857 | Time: 2233.31 ms
[2021-10-10 13:47:46 main:574] : INFO : Epoch 1795 | loss: 0.0311713 | val_loss: 0.031184 | Time: 2238.88 ms
[2021-10-10 13:47:49 main:574] : INFO : Epoch 1796 | loss: 0.0311708 | val_loss: 0.031185 | Time: 2230 ms
[2021-10-10 13:47:51 main:574] : INFO : Epoch 1797 | loss: 0.031169 | val_loss: 0.0311872 | Time: 2213.08 ms
[2021-10-10 13:47:53 main:574] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 2237.92 ms
[2021-10-10 13:47:55 main:574] : INFO : Epoch 1799 | loss: 0.031175 | val_loss: 0.0311939 | Time: 2237.61 ms
[2021-10-10 13:47:58 main:574] : INFO : Epoch 1800 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 2245.33 ms
[2021-10-10 13:48:00 main:574] : INFO : Epoch 1801 | loss: 0.0311718 | val_loss: 0.0311879 | Time: 2185.99 ms
[2021-10-10 13:48:02 main:574] : INFO : Epoch 1802 | loss: 0.0311705 | val_loss: 0.0311853 | Time: 2232.1 ms
[2021-10-10 13:48:04 main:574] : INFO : Epoch 1803 | loss: 0.0311706 | val_loss: 0.0311868 | Time: 2230.2 ms
[2021-10-10 13:48:07 main:574] : INFO : Epoch 1804 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 2238.74 ms
[2021-10-10 13:48:09 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311853 | Time: 2207.12 ms
[2021-10-10 13:48:11 main:574] : INFO : Epoch 1806 | loss: 0.031169 | val_loss: 0.0311865 | Time: 2263.17 ms
[2021-10-10 13:48:13 main:574] : INFO : Epoch 1807 | loss: 0.0311704 | val_loss: 0.0311885 | Time: 2228 ms
[2021-10-10 13:48:15 main:574] : INFO : Epoch 1808 | loss: 0.0311687 | val_loss: 0.0311867 | Time: 2239.4 ms
[2021-10-10 13:48:18 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.0311866 | Time: 2267.92 ms
[2021-10-10 13:48:20 main:574] : INFO : Epoch 1810 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 2223.2 ms
[2021-10-10 13:48:22 main:574] : INFO : Epoch 1811 | loss: 0.0311681 | val_loss: 0.0311879 | Time: 2149.91 ms
[2021-10-10 13:48:24 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311883 | Time: 2219.79 ms
[2021-10-10 13:48:27 main:574] : INFO : Epoch 1813 | loss: 0.0311718 | val_loss: 0.0311904 | Time: 2242.96 ms
[2021-10-10 13:48:29 main:574] : INFO : Epoch 1814 | loss: 0.031173 | val_loss: 0.0311885 | Time: 2229.98 ms
[2021-10-10 13:48:31 main:574] : INFO : Epoch 1815 | loss: 0.0311707 | val_loss: 0.0311839 | Time: 2255.49 ms
[2021-10-10 13:48:33 main:574] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311874 | Time: 2270.6 ms
[2021-10-10 13:48:36 main:574] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 2230.15 ms
[2021-10-10 13:48:38 main:574] : INFO : Epoch 1818 | loss: 0.0311701 | val_loss: 0.0311889 | Time: 2251.17 ms
[2021-10-10 13:48:40 main:574] : INFO : Epoch 1819 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 2240.78 ms
[2021-10-10 13:48:42 main:574] : INFO : Epoch 1820 | loss: 0.0311687 | val_loss: 0.0311857 | Time: 2231.32 ms
[2021-10-10 13:48:45 main:574] : INFO : Epoch 1821 | loss: 0.0311707 | val_loss: 0.0311857 | Time: 2216.28 ms
[2021-10-10 13:48:47 main:574] : INFO : Epoch 1822 | loss: 0.0311686 | val_loss: 0.0311839 | Time: 2184.5 ms
[2021-10-10 13:48:49 main:574] : INFO : Epoch 1823 | loss: 0.0311701 | val_loss: 0.0311847 | Time: 2237.93 ms
[2021-10-10 13:48:51 main:574] : INFO : Epoch 1824 | loss: 0.031171 | val_loss: 0.031183 | Time: 2238.85 ms
[2021-10-10 13:48:53 main:574] : INFO : Epoch 1825 | loss: 0.0311693 | val_loss: 0.0311887 | Time: 2208.69 ms
[2021-10-10 13:48:56 main:574] : INFO : Epoch 1826 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 2272.36 ms
[2021-10-10 13:48:58 main:574] : INFO : Epoch 1827 | loss: 0.031169 | val_loss: 0.0311827 | Time: 2352.61 ms
[2021-10-10 13:49:00 main:574] : INFO : Epoch 1828 | loss: 0.0311688 | val_loss: 0.031182 | Time: 2244.16 ms
[2021-10-10 13:49:03 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311858 | Time: 2208.06 ms
[2021-10-10 13:49:05 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.031185 | Time: 2254.11 ms
[2021-10-10 13:49:07 main:574] : INFO : Epoch 1831 | loss: 0.0311698 | val_loss: 0.0311823 | Time: 2192.09 ms
[2021-10-10 13:49:09 main:574] : INFO : Epoch 1832 | loss: 0.0311677 | val_loss: 0.0311825 | Time: 2229.4 ms
[2021-10-10 13:49:12 main:574] : INFO : Epoch 1833 | loss: 0.0311678 | val_loss: 0.0311898 | Time: 2278.26 ms
[2021-10-10 13:49:14 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311872 | Time: 2280.42 ms
[2021-10-10 13:49:16 main:574] : INFO : Epoch 1835 | loss: 0.031172 | val_loss: 0.0311881 | Time: 2225.1 ms
[2021-10-10 13:49:18 main:574] : INFO : Epoch 1836 | loss: 0.0311685 | val_loss: 0.031186 | Time: 2208.68 ms
[2021-10-10 13:49:21 main:574] : INFO : Epoch 1837 | loss: 0.0311669 | val_loss: 0.0311833 | Time: 2238.64 ms
[2021-10-10 13:49:23 main:574] : INFO : Epoch 1838 | loss: 0.0311669 | val_loss: 0.0311887 | Time: 2214.59 ms
[2021-10-10 13:49:25 main:574] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.0311881 | Time: 2234.28 ms
[2021-10-10 13:49:27 main:574] : INFO : Epoch 1840 | loss: 0.0311718 | val_loss: 0.0311884 | Time: 2238.21 ms
[2021-10-10 13:49:29 main:574] : INFO : Epoch 1841 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 2223.62 ms
[2021-10-10 13:49:32 main:574] : INFO : Epoch 1842 | loss: 0.0311705 | val_loss: 0.031186 | Time: 2298.77 ms
[2021-10-10 13:49:34 main:574] : INFO : Epoch 1843 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 2273.3 ms
[2021-10-10 13:49:36 main:574] : INFO : Epoch 1844 | loss: 0.0311698 | val_loss: 0.0311862 | Time: 2255.32 ms
[2021-10-10 13:49:39 main:574] : INFO : Epoch 1845 | loss: 0.0311681 | val_loss: 0.0311841 | Time: 2251.01 ms
[2021-10-10 13:49:41 main:574] : INFO : Epoch 1846 | loss: 0.0311707 | val_loss: 0.0311874 | Time: 2218.36 ms
[2021-10-10 13:49:43 main:574] : INFO : Epoch 1847 | loss: 0.0311714 | val_loss: 0.0311925 | Time: 2311.15 ms
[2021-10-10 13:49:45 main:574] : INFO : Epoch 1848 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 2241.15 ms
[2021-10-10 13:49:48 main:574] : INFO : Epoch 1849 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 2224.48 ms
[2021-10-10 13:49:50 main:574] : INFO : Epoch 1850 | loss: 0.0311833 | val_loss: 0.0311934 | Time: 2232.58 ms
[2021-10-10 13:49:53 main:574] : INFO : Epoch 1851 | loss: 0.0311904 | val_loss: 0.0311933 | Time: 2725.01 ms
[2021-10-10 13:49:55 main:574] : INFO : Epoch 1852 | loss: 0.0311912 | val_loss: 0.0311903 | Time: 2462.08 ms
[2021-10-10 13:49:57 main:574] : INFO : Epoch 1853 | loss: 0.0311866 | val_loss: 0.0311891 | Time: 2234.14 ms
[2021-10-10 13:49:59 main:574] : INFO : Epoch 1854 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2249.75 ms
[2021-10-10 13:50:02 main:574] : INFO : Epoch 1855 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 2228.98 ms
[2021-10-10 13:50:04 main:574] : INFO : Epoch 1856 | loss: 0.0311808 | val_loss: 0.031186 | Time: 2231.3 ms
[2021-10-10 13:50:06 main:574] : INFO : Epoch 1857 | loss: 0.0311791 | val_loss: 0.031186 | Time: 2212.13 ms
[2021-10-10 13:50:08 main:574] : INFO : Epoch 1858 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 2259.1 ms
[2021-10-10 13:50:11 main:574] : INFO : Epoch 1859 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 2259.36 ms
[2021-10-10 13:50:13 main:574] : INFO : Epoch 1860 | loss: 0.031178 | val_loss: 0.0311857 | Time: 2210.46 ms
[2021-10-10 13:50:15 main:574] : INFO : Epoch 1861 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 2282.1 ms
[2021-10-10 13:50:17 main:574] : INFO : Epoch 1862 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 2235.11 ms
[2021-10-10 13:50:20 main:574] : INFO : Epoch 1863 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 2179.23 ms
[2021-10-10 13:50:22 main:574] : INFO : Epoch 1864 | loss: 0.031175 | val_loss: 0.0311845 | Time: 2209.48 ms
[2021-10-10 13:50:24 main:574] : INFO : Epoch 1865 | loss: 0.0311746 | val_loss: 0.0311871 | Time: 2242.64 ms
[2021-10-10 13:50:26 main:574] : INFO : Epoch 1866 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2245.48 ms
[2021-10-10 13:50:29 main:574] : INFO : Epoch 1867 | loss: 0.0311738 | val_loss: 0.031187 | Time: 2237.54 ms
[2021-10-10 13:50:31 main:574] : INFO : Epoch 1868 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 2293.04 ms
[2021-10-10 13:50:33 main:574] : INFO : Epoch 1869 | loss: 0.0311747 | val_loss: 0.0311863 | Time: 2256.73 ms
[2021-10-10 13:50:35 main:574] : INFO : Epoch 1870 | loss: 0.031176 | val_loss: 0.0311847 | Time: 2211.51 ms
[2021-10-10 13:50:38 main:574] : INFO : Epoch 1871 | loss: 0.0311733 | val_loss: 0.0311841 | Time: 2245.83 ms
[2021-10-10 13:50:40 main:574] : INFO : Epoch 1872 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 2238.02 ms
[2021-10-10 13:50:42 main:574] : INFO : Epoch 1873 | loss: 0.0311755 | val_loss: 0.031184 | Time: 2611.84 ms
[2021-10-10 13:50:45 main:574] : INFO : Epoch 1874 | loss: 0.0311737 | val_loss: 0.0311833 | Time: 2272.29 ms
[2021-10-10 13:50:47 main:574] : INFO : Epoch 1875 | loss: 0.031172 | val_loss: 0.0311839 | Time: 2287.94 ms
[2021-10-10 13:50:49 main:574] : INFO : Epoch 1876 | loss: 0.031172 | val_loss: 0.0311854 | Time: 2215.2 ms
[2021-10-10 13:50:51 main:574] : INFO : Epoch 1877 | loss: 0.0311721 | val_loss: 0.0311851 | Time: 2202.28 ms
[2021-10-10 13:50:54 main:574] : INFO : Epoch 1878 | loss: 0.0311717 | val_loss: 0.031184 | Time: 2253.71 ms
[2021-10-10 13:50:56 main:574] : INFO : Epoch 1879 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 2330.41 ms
[2021-10-10 13:50:58 main:574] : INFO : Epoch 1880 | loss: 0.0311711 | val_loss: 0.031185 | Time: 2247.66 ms
[2021-10-10 13:51:01 main:574] : INFO : Epoch 1881 | loss: 0.0311713 | val_loss: 0.0311866 | Time: 2241.72 ms
[2021-10-10 13:51:03 main:574] : INFO : Epoch 1882 | loss: 0.0311719 | val_loss: 0.0311861 | Time: 2327.55 ms
[2021-10-10 13:51:05 main:574] : INFO : Epoch 1883 | loss: 0.0311719 | val_loss: 0.0311831 | Time: 2233.53 ms
[2021-10-10 13:51:07 main:574] : INFO : Epoch 1884 | loss: 0.031171 | val_loss: 0.0311857 | Time: 2223.05 ms
[2021-10-10 13:51:10 main:574] : INFO : Epoch 1885 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 2233.92 ms
[2021-10-10 13:51:12 main:574] : INFO : Epoch 1886 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2266.83 ms
[2021-10-10 13:51:14 main:574] : INFO : Epoch 1887 | loss: 0.031176 | val_loss: 0.0312069 | Time: 2241.02 ms
[2021-10-10 13:51:16 main:574] : INFO : Epoch 1888 | loss: 0.031499 | val_loss: 0.0313775 | Time: 2225.1 ms
[2021-10-10 13:51:19 main:574] : INFO : Epoch 1889 | loss: 0.0458826 | val_loss: 0.0365987 | Time: 2233.28 ms
[2021-10-10 13:51:21 main:574] : INFO : Epoch 1890 | loss: 0.0324871 | val_loss: 0.0317125 | Time: 2200.53 ms
[2021-10-10 13:51:23 main:574] : INFO : Epoch 1891 | loss: 0.0314295 | val_loss: 0.0312758 | Time: 2254.71 ms
[2021-10-10 13:51:25 main:574] : INFO : Epoch 1892 | loss: 0.0312568 | val_loss: 0.0312424 | Time: 2252.77 ms
[2021-10-10 13:51:27 main:574] : INFO : Epoch 1893 | loss: 0.0312251 | val_loss: 0.0312215 | Time: 2194.76 ms
[2021-10-10 13:51:30 main:574] : INFO : Epoch 1894 | loss: 0.0312146 | val_loss: 0.031215 | Time: 2165.34 ms
[2021-10-10 13:51:32 main:574] : INFO : Epoch 1895 | loss: 0.0312094 | val_loss: 0.0312102 | Time: 2223.75 ms
[2021-10-10 13:51:34 main:574] : INFO : Epoch 1896 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 2201.96 ms
[2021-10-10 13:51:36 main:574] : INFO : Epoch 1897 | loss: 0.0311992 | val_loss: 0.0312005 | Time: 2243.35 ms
[2021-10-10 13:51:39 main:574] : INFO : Epoch 1898 | loss: 0.0311989 | val_loss: 0.0311994 | Time: 2228.63 ms
[2021-10-10 13:51:41 main:574] : INFO : Epoch 1899 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 2250.38 ms
[2021-10-10 13:51:43 main:574] : INFO : Epoch 1900 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 2220.61 ms
[2021-10-10 13:51:45 main:574] : INFO : Epoch 1901 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 2221.96 ms
[2021-10-10 13:51:48 main:574] : INFO : Epoch 1902 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 2245.41 ms
[2021-10-10 13:51:50 main:574] : INFO : Epoch 1903 | loss: 0.0311923 | val_loss: 0.0311915 | Time: 2226.26 ms
[2021-10-10 13:51:52 main:574] : INFO : Epoch 1904 | loss: 0.031191 | val_loss: 0.0311908 | Time: 2200.54 ms
[2021-10-10 13:51:54 main:574] : INFO : Epoch 1905 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 2156.89 ms
[2021-10-10 13:51:56 main:574] : INFO : Epoch 1906 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 2273.32 ms
[2021-10-10 13:51:59 main:574] : INFO : Epoch 1907 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 2276.05 ms
[2021-10-10 13:52:01 main:574] : INFO : Epoch 1908 | loss: 0.0311891 | val_loss: 0.0311889 | Time: 2229.82 ms
[2021-10-10 13:52:03 main:574] : INFO : Epoch 1909 | loss: 0.0311884 | val_loss: 0.0311893 | Time: 2234.32 ms
[2021-10-10 13:52:05 main:574] : INFO : Epoch 1910 | loss: 0.031188 | val_loss: 0.0311884 | Time: 2259.09 ms
[2021-10-10 13:52:08 main:574] : INFO : Epoch 1911 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 2225.65 ms
[2021-10-10 13:52:10 main:574] : INFO : Epoch 1912 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 2246.67 ms
[2021-10-10 13:52:12 main:574] : INFO : Epoch 1913 | loss: 0.0311879 | val_loss: 0.0311879 | Time: 2263.49 ms
[2021-10-10 13:52:14 main:574] : INFO : Epoch 1914 | loss: 0.0311877 | val_loss: 0.031188 | Time: 2211.94 ms
[2021-10-10 13:52:17 main:574] : INFO : Epoch 1915 | loss: 0.0311879 | val_loss: 0.0311882 | Time: 2180.48 ms
[2021-10-10 13:52:19 main:574] : INFO : Epoch 1916 | loss: 0.0311875 | val_loss: 0.0311875 | Time: 2232.4 ms
[2021-10-10 13:52:21 main:574] : INFO : Epoch 1917 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 2243.42 ms
[2021-10-10 13:52:23 main:574] : INFO : Epoch 1918 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 2204.2 ms
[2021-10-10 13:52:26 main:574] : INFO : Epoch 1919 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 2223.28 ms
[2021-10-10 13:52:28 main:574] : INFO : Epoch 1920 | loss: 0.0311865 | val_loss: 0.0311862 | Time: 2268.29 ms
[2021-10-10 13:52:30 main:574] : INFO : Epoch 1921 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 2204.86 ms
[2021-10-10 13:52:32 main:574] : INFO : Epoch 1922 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 2186.08 ms
[2021-10-10 13:52:34 main:574] : INFO : Epoch 1923 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 2263.93 ms
[2021-10-10 13:52:37 main:574] : INFO : Epoch 1924 | loss: 0.0311903 | val_loss: 0.0311862 | Time: 2220.34 ms
[2021-10-10 13:52:39 main:574] : INFO : Epoch 1925 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 2197.51 ms
[2021-10-10 13:52:41 main:574] : INFO : Epoch 1926 | loss: 0.0311872 | val_loss: 0.0311862 | Time: 2224.69 ms
[2021-10-10 13:52:43 main:574] : INFO : Epoch 1927 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 2255.42 ms
[2021-10-10 13:52:46 main:574] : INFO : Epoch 1928 | loss: 0.0311887 | val_loss: 0.0311856 | Time: 2223.39 ms
[2021-10-10 13:52:48 main:574] : INFO : Epoch 1929 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 2211.14 ms
[2021-10-10 13:52:50 main:574] : INFO : Epoch 1930 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 2221.04 ms
[2021-10-10 13:52:52 main:574] : INFO : Epoch 1931 | loss: 0.0311841 | val_loss: 0.0311857 | Time: 2261.97 ms
[2021-10-10 13:52:55 main:574] : INFO : Epoch 1932 | loss: 0.031185 | val_loss: 0.0311875 | Time: 2216.16 ms
[2021-10-10 13:52:57 main:574] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 2256.63 ms
[2021-10-10 13:52:59 main:574] : INFO : Epoch 1934 | loss: 0.031188 | val_loss: 0.0311895 | Time: 2262.27 ms
[2021-10-10 13:53:01 main:574] : INFO : Epoch 1935 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 2216.25 ms
[2021-10-10 13:53:03 main:574] : INFO : Epoch 1936 | loss: 0.0311859 | val_loss: 0.0311878 | Time: 2178.27 ms
[2021-10-10 13:53:06 main:574] : INFO : Epoch 1937 | loss: 0.0311843 | val_loss: 0.031185 | Time: 2226.04 ms
[2021-10-10 13:53:08 main:574] : INFO : Epoch 1938 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 2251.25 ms
[2021-10-10 13:53:10 main:574] : INFO : Epoch 1939 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2222.96 ms
[2021-10-10 13:53:12 main:574] : INFO : Epoch 1940 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 2228.32 ms
[2021-10-10 13:53:15 main:574] : INFO : Epoch 1941 | loss: 0.0311834 | val_loss: 0.0311879 | Time: 2264.07 ms
[2021-10-10 13:53:17 main:574] : INFO : Epoch 1942 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 2231.98 ms
[2021-10-10 13:53:19 main:574] : INFO : Epoch 1943 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2216.7 ms
[2021-10-10 13:53:21 main:574] : INFO : Epoch 1944 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 2262.51 ms
[2021-10-10 13:53:24 main:574] : INFO : Epoch 1945 | loss: 0.0311831 | val_loss: 0.0311876 | Time: 2187.35 ms
[2021-10-10 13:53:26 main:574] : INFO : Epoch 1946 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2197.64 ms
[2021-10-10 13:53:28 main:574] : INFO : Epoch 1947 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2208.5 ms
[2021-10-10 13:53:31 main:574] : INFO : Epoch 1948 | loss: 0.0311829 | val_loss: 0.031185 | Time: 2570.81 ms
[2021-10-10 13:53:33 main:574] : INFO : Epoch 1949 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 2233.76 ms
[2021-10-10 13:53:35 main:574] : INFO : Epoch 1950 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 2205.07 ms
[2021-10-10 13:53:37 main:574] : INFO : Epoch 1951 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 2238.44 ms
[2021-10-10 13:53:40 main:574] : INFO : Epoch 1952 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 2274.06 ms
[2021-10-10 13:53:42 main:574] : INFO : Epoch 1953 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2220.62 ms
[2021-10-10 13:53:44 main:574] : INFO : Epoch 1954 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 2275.69 ms
[2021-10-10 13:53:46 main:574] : INFO : Epoch 1955 | loss: 0.031182 | val_loss: 0.0311849 | Time: 2216 ms
[2021-10-10 13:53:48 main:574] : INFO : Epoch 1956 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 2218.97 ms
[2021-10-10 13:53:51 main:574] : INFO : Epoch 1957 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 2200.43 ms
[2021-10-10 13:53:53 main:574] : INFO : Epoch 1958 | loss: 0.0311822 | val_loss: 0.0311842 | Time: 2232.46 ms
[2021-10-10 13:53:55 main:574] : INFO : Epoch 1959 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 2308.36 ms
[2021-10-10 13:53:58 main:574] : INFO : Epoch 1960 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 2603.41 ms
[2021-10-10 13:54:00 main:574] : INFO : Epoch 1961 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 2211.62 ms
[2021-10-10 13:54:02 main:574] : INFO : Epoch 1962 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2259.67 ms
[2021-10-10 13:54:05 main:574] : INFO : Epoch 1963 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 2225.09 ms
[2021-10-10 13:54:07 main:574] : INFO : Epoch 1964 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 2242.65 ms
[2021-10-10 13:54:09 main:574] : INFO : Epoch 1965 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 2254.25 ms
[2021-10-10 13:54:11 main:574] : INFO : Epoch 1966 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 2213.31 ms
[2021-10-10 13:54:14 main:574] : INFO : Epoch 1967 | loss: 0.0311826 | val_loss: 0.0311889 | Time: 2179.3 ms
[2021-10-10 13:54:16 main:574] : INFO : Epoch 1968 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 2225.39 ms
[2021-10-10 13:54:18 main:574] : INFO : Epoch 1969 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 2260.76 ms
[2021-10-10 13:54:20 main:574] : INFO : Epoch 1970 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2215.77 ms
[2021-10-10 13:54:22 main:574] : INFO : Epoch 1971 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2248.37 ms
[2021-10-10 13:54:25 main:574] : INFO : Epoch 1972 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 2274.54 ms
[2021-10-10 13:54:27 main:574] : INFO : Epoch 1973 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2262.29 ms
[2021-10-10 13:54:29 main:574] : INFO : Epoch 1974 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 2272.45 ms
[2021-10-10 13:54:32 main:574] : INFO : Epoch 1975 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 2240.22 ms
[2021-10-10 13:54:34 main:574] : INFO : Epoch 1976 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 2262.11 ms
[2021-10-10 13:54:36 main:574] : INFO : Epoch 1977 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 2232.67 ms
[2021-10-10 13:54:38 main:574] : INFO : Epoch 1978 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2182.21 ms
[2021-10-10 13:54:41 main:574] : INFO : Epoch 1979 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 2333.04 ms
[2021-10-10 13:54:43 main:574] : INFO : Epoch 1980 | loss: 0.0311832 | val_loss: 0.0311878 | Time: 2329.27 ms
[2021-10-10 13:54:45 main:574] : INFO : Epoch 1981 | loss: 0.0311829 | val_loss: 0.031187 | Time: 2270.13 ms
[2021-10-10 13:54:47 main:574] : INFO : Epoch 1982 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 2234.95 ms
[2021-10-10 13:54:50 main:574] : INFO : Epoch 1983 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 2254.64 ms
[2021-10-10 13:54:52 main:574] : INFO : Epoch 1984 | loss: 0.0311826 | val_loss: 0.0311897 | Time: 2244.4 ms
[2021-10-10 13:54:54 main:574] : INFO : Epoch 1985 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 2251.15 ms
[2021-10-10 13:54:57 main:574] : INFO : Epoch 1986 | loss: 0.0311846 | val_loss: 0.0311842 | Time: 2310.18 ms
[2021-10-10 13:54:59 main:574] : INFO : Epoch 1987 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2216.24 ms
[2021-10-10 13:55:01 main:574] : INFO : Epoch 1988 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2203.44 ms
[2021-10-10 13:55:03 main:574] : INFO : Epoch 1989 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2209.96 ms
[2021-10-10 13:55:05 main:574] : INFO : Epoch 1990 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 2241.71 ms
[2021-10-10 13:55:08 main:574] : INFO : Epoch 1991 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 2218.44 ms
[2021-10-10 13:55:10 main:574] : INFO : Epoch 1992 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 2211.31 ms
[2021-10-10 13:55:12 main:574] : INFO : Epoch 1993 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 2256.24 ms
[2021-10-10 13:55:14 main:574] : INFO : Epoch 1994 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 2257.2 ms
[2021-10-10 13:55:17 main:574] : INFO : Epoch 1995 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 2210.63 ms
[2021-10-10 13:55:19 main:574] : INFO : Epoch 1996 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 2345.22 ms
[2021-10-10 13:55:21 main:574] : INFO : Epoch 1997 | loss: 0.031181 | val_loss: 0.0311887 | Time: 2205 ms
[2021-10-10 13:55:23 main:574] : INFO : Epoch 1998 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 2194.5 ms
[2021-10-10 13:55:26 main:574] : INFO : Epoch 1999 | loss: 0.0311797 | val_loss: 0.031184 | Time: 2169.6 ms
[2021-10-10 13:55:28 main:574] : INFO : Epoch 2000 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 2233.69 ms
[2021-10-10 13:55:30 main:574] : INFO : Epoch 2001 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 2256.52 ms
[2021-10-10 13:55:32 main:574] : INFO : Epoch 2002 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2215.94 ms
[2021-10-10 13:55:34 main:574] : INFO : Epoch 2003 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 2242.71 ms
[2021-10-10 13:55:37 main:574] : INFO : Epoch 2004 | loss: 0.0311788 | val_loss: 0.031186 | Time: 2255.83 ms
[2021-10-10 13:55:39 main:574] : INFO : Epoch 2005 | loss: 0.031181 | val_loss: 0.0311854 | Time: 2231.03 ms
[2021-10-10 13:55:41 main:574] : INFO : Epoch 2006 | loss: 0.0311791 | val_loss: 0.031185 | Time: 2251.31 ms
[2021-10-10 13:55:43 main:574] : INFO : Epoch 2007 | loss: 0.0311775 | val_loss: 0.0311873 | Time: 2241.2 ms
[2021-10-10 13:55:46 main:574] : INFO : Epoch 2008 | loss: 0.0311788 | val_loss: 0.031186 | Time: 2207.35 ms
[2021-10-10 13:55:48 main:574] : INFO : Epoch 2009 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 2209.44 ms
[2021-10-10 13:55:50 main:574] : INFO : Epoch 2010 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 2204.11 ms
[2021-10-10 13:55:52 main:574] : INFO : Epoch 2011 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 2227.78 ms
[2021-10-10 13:55:55 main:574] : INFO : Epoch 2012 | loss: 0.031179 | val_loss: 0.0311843 | Time: 2224.82 ms
[2021-10-10 13:55:57 main:574] : INFO : Epoch 2013 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 2301.99 ms
[2021-10-10 13:55:59 main:574] : INFO : Epoch 2014 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 2283.83 ms
[2021-10-10 13:56:01 main:574] : INFO : Epoch 2015 | loss: 0.0311781 | val_loss: 0.0311871 | Time: 2234.13 ms
[2021-10-10 13:56:04 main:574] : INFO : Epoch 2016 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 2202.31 ms
[2021-10-10 13:56:06 main:574] : INFO : Epoch 2017 | loss: 0.0311785 | val_loss: 0.031187 | Time: 2259.86 ms
[2021-10-10 13:56:08 main:574] : INFO : Epoch 2018 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2237.78 ms
[2021-10-10 13:56:10 main:574] : INFO : Epoch 2019 | loss: 0.031177 | val_loss: 0.0311847 | Time: 2220.14 ms
[2021-10-10 13:56:13 main:574] : INFO : Epoch 2020 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 2227.08 ms
[2021-10-10 13:56:15 main:574] : INFO : Epoch 2021 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 2217.57 ms
[2021-10-10 13:56:17 main:574] : INFO : Epoch 2022 | loss: 0.0311763 | val_loss: 0.031185 | Time: 2208.15 ms
[2021-10-10 13:56:19 main:574] : INFO : Epoch 2023 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 2210.73 ms
[2021-10-10 13:56:22 main:574] : INFO : Epoch 2024 | loss: 0.0311767 | val_loss: 0.0311855 | Time: 2472.4 ms
[2021-10-10 13:56:24 main:574] : INFO : Epoch 2025 | loss: 0.0311791 | val_loss: 0.0311903 | Time: 2518.3 ms
[2021-10-10 13:56:26 main:574] : INFO : Epoch 2026 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 2257.03 ms
[2021-10-10 13:56:29 main:574] : INFO : Epoch 2027 | loss: 0.0311791 | val_loss: 0.0311878 | Time: 2265.68 ms
[2021-10-10 13:56:31 main:574] : INFO : Epoch 2028 | loss: 0.031177 | val_loss: 0.0311877 | Time: 2216.26 ms
[2021-10-10 13:56:34 main:574] : INFO : Epoch 2029 | loss: 0.0311767 | val_loss: 0.0311855 | Time: 2199.77 ms
[2021-10-10 13:56:36 main:574] : INFO : Epoch 2030 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 2262.64 ms
[2021-10-10 13:56:38 main:574] : INFO : Epoch 2031 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 2218.89 ms
[2021-10-10 13:56:40 main:574] : INFO : Epoch 2032 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 2228.99 ms
[2021-10-10 13:56:43 main:574] : INFO : Epoch 2033 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 2257.39 ms
[2021-10-10 13:56:45 main:574] : INFO : Epoch 2034 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 2207.34 ms
[2021-10-10 13:56:47 main:574] : INFO : Epoch 2035 | loss: 0.0311749 | val_loss: 0.0311856 | Time: 2202.53 ms
[2021-10-10 13:56:49 main:574] : INFO : Epoch 2036 | loss: 0.0311747 | val_loss: 0.0311849 | Time: 2197.01 ms
[2021-10-10 13:56:51 main:574] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.031184 | Time: 2219.53 ms
[2021-10-10 13:56:54 main:574] : INFO : Epoch 2038 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 2175.53 ms
[2021-10-10 13:56:56 main:574] : INFO : Epoch 2039 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 2264.43 ms
[2021-10-10 13:56:58 main:574] : INFO : Epoch 2040 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 2347.79 ms
[2021-10-10 13:57:01 main:574] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2289.36 ms
[2021-10-10 13:57:03 main:574] : INFO : Epoch 2042 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 2219.17 ms
[2021-10-10 13:57:05 main:574] : INFO : Epoch 2043 | loss: 0.0311743 | val_loss: 0.031186 | Time: 2203.79 ms
[2021-10-10 13:57:07 main:574] : INFO : Epoch 2044 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 2198.95 ms
[2021-10-10 13:57:09 main:574] : INFO : Epoch 2045 | loss: 0.0311755 | val_loss: 0.031187 | Time: 2207.71 ms
[2021-10-10 13:57:12 main:574] : INFO : Epoch 2046 | loss: 0.0311741 | val_loss: 0.0311838 | Time: 2198 ms
[2021-10-10 13:57:14 main:574] : INFO : Epoch 2047 | loss: 0.0311735 | val_loss: 0.0311876 | Time: 2211.63 ms
[2021-10-10 13:57:16 main:574] : INFO : Epoch 2048 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2194.6 ms
[2021-10-10 13:57:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846
[2021-10-10 13:57:16 main:603] : INFO : Saving end state to config to file
[2021-10-10 13:57:16 main:608] : INFO : Success, exiting..
13:57:16 (20712): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)