Task 9106387
| Name | ParityModified-1636181157-25142-2-0_0 |
| Workunit | 6550177 |
| Created | 22 Nov 2021, 9:27:05 UTC |
| Sent | 28 Nov 2021, 15:16:04 UTC |
| Report deadline | 6 Dec 2021, 15:16:04 UTC |
| Received | 29 Nov 2021, 9:02:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 3 sec |
| CPU time | 1 hours 15 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 2209.94 ms [2021-11-29 09:43:40 main:574] : INFO : Epoch 1543 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 2250.5 ms [2021-11-29 09:43:42 main:574] : INFO : Epoch 1544 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 2253.43 ms [2021-11-29 09:43:44 main:574] : INFO : Epoch 1545 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 2247.02 ms [2021-11-29 09:43:46 main:574] : INFO : Epoch 1546 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2215.94 ms [2021-11-29 09:43:49 main:574] : INFO : Epoch 1547 | loss: 0.0311744 | val_loss: 0.031187 | Time: 2230.17 ms [2021-11-29 09:43:51 main:574] : INFO : Epoch 1548 | loss: 0.0311718 | val_loss: 0.031182 | Time: 2253.46 ms [2021-11-29 09:43:53 main:574] : INFO : Epoch 1549 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 2249.36 ms [2021-11-29 09:43:55 main:574] : INFO : Epoch 1550 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 2222.41 ms [2021-11-29 09:43:58 main:574] : INFO : Epoch 1551 | loss: 0.0311722 | val_loss: 0.0311864 | Time: 2240.81 ms [2021-11-29 09:44:00 main:574] : INFO : Epoch 1552 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 2199.77 ms [2021-11-29 09:44:02 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2266.69 ms [2021-11-29 09:44:04 main:574] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0311847 | Time: 2224.08 ms [2021-11-29 09:44:06 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311823 | Time: 2236.85 ms [2021-11-29 09:44:09 main:574] : INFO : Epoch 1556 | loss: 0.0311716 | val_loss: 0.0311815 | Time: 2231.66 ms [2021-11-29 09:44:11 main:574] : INFO : Epoch 1557 | loss: 0.0311746 | val_loss: 0.0311895 | Time: 2245.68 ms [2021-11-29 09:44:13 main:574] : INFO : Epoch 1558 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 2228.31 ms [2021-11-29 09:44:15 main:574] : INFO : Epoch 1559 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 2238.3 ms [2021-11-29 09:44:18 main:574] : INFO : Epoch 1560 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 2223.18 ms [2021-11-29 09:44:20 main:574] : INFO : Epoch 1561 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 2258.8 ms [2021-11-29 09:44:22 main:574] : INFO : Epoch 1562 | loss: 0.0311775 | val_loss: 0.0311911 | Time: 2228.34 ms [2021-11-29 09:44:24 main:574] : INFO : Epoch 1563 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 2237 ms [2021-11-29 09:44:27 main:574] : INFO : Epoch 1564 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 2229.61 ms [2021-11-29 09:44:29 main:574] : INFO : Epoch 1565 | loss: 0.0311743 | val_loss: 0.031183 | Time: 2216.38 ms [2021-11-29 09:44:31 main:574] : INFO : Epoch 1566 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 2219.67 ms [2021-11-29 09:44:33 main:574] : INFO : Epoch 1567 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 2229.71 ms [2021-11-29 09:44:36 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2219.09 ms [2021-11-29 09:44:38 main:574] : INFO : Epoch 1569 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 2255.03 ms [2021-11-29 09:44:40 main:574] : INFO : Epoch 1570 | loss: 0.0311716 | val_loss: 0.031182 | Time: 2229.32 ms [2021-11-29 09:44:42 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2224.89 ms [2021-11-29 09:44:44 main:574] : INFO : Epoch 1572 | loss: 0.031172 | val_loss: 0.0311823 | Time: 2214.96 ms [2021-11-29 09:44:47 main:574] : INFO : Epoch 1573 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 2258.37 ms [2021-11-29 09:44:49 main:574] : INFO : Epoch 1574 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 2221.77 ms [2021-11-29 09:44:51 main:574] : INFO : Epoch 1575 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 2243.02 ms [2021-11-29 09:44:53 main:574] : INFO : Epoch 1576 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 2232.32 ms [2021-11-29 09:44:56 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 2225.17 ms [2021-11-29 09:44:58 main:574] : INFO : Epoch 1578 | loss: 0.0311722 | val_loss: 0.031187 | Time: 2206.52 ms [2021-11-29 09:45:00 main:574] : INFO : Epoch 1579 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 2244.94 ms [2021-11-29 09:45:02 main:574] : INFO : Epoch 1580 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 2223.26 ms [2021-11-29 09:45:05 main:574] : INFO : Epoch 1581 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2238.3 ms [2021-11-29 09:45:07 main:574] : INFO : Epoch 1582 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 2200.12 ms [2021-11-29 09:45:09 main:574] : INFO : Epoch 1583 | loss: 0.0311713 | val_loss: 0.0311871 | Time: 2215.98 ms [2021-11-29 09:45:11 main:574] : INFO : Epoch 1584 | loss: 0.031175 | val_loss: 0.0311892 | Time: 2228.46 ms [2021-11-29 09:45:13 main:574] : INFO : Epoch 1585 | loss: 0.0311731 | val_loss: 0.0311861 | Time: 2236.27 ms [2021-11-29 09:45:16 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 2231.19 ms [2021-11-29 09:45:18 main:574] : INFO : Epoch 1587 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 2265.93 ms [2021-11-29 09:45:20 main:574] : INFO : Epoch 1588 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 2278.57 ms [2021-11-29 09:45:23 main:574] : INFO : Epoch 1589 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 2237.18 ms [2021-11-29 09:45:25 main:574] : INFO : Epoch 1590 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 2214.98 ms [2021-11-29 09:45:27 main:574] : INFO : Epoch 1591 | loss: 0.0311709 | val_loss: 0.031185 | Time: 2229.3 ms [2021-11-29 09:45:29 main:574] : INFO : Epoch 1592 | loss: 0.0311715 | val_loss: 0.0311874 | Time: 2221.36 ms [2021-11-29 09:45:31 main:574] : INFO : Epoch 1593 | loss: 0.0311717 | val_loss: 0.0311853 | Time: 2241.36 ms [2021-11-29 09:45:34 main:574] : INFO : Epoch 1594 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 2251.29 ms [2021-11-29 09:45:36 main:574] : INFO : Epoch 1595 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 2209.16 ms [2021-11-29 09:45:38 main:574] : INFO : Epoch 1596 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 2225.69 ms [2021-11-29 09:45:40 main:574] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 2226.19 ms [2021-11-29 09:45:43 main:574] : INFO : Epoch 1598 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 2217.02 ms [2021-11-29 09:45:45 main:574] : INFO : Epoch 1599 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 2216.2 ms [2021-11-29 09:45:47 main:574] : INFO : Epoch 1600 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 2234.07 ms [2021-11-29 09:45:49 main:574] : INFO : Epoch 1601 | loss: 0.0311711 | val_loss: 0.0311919 | Time: 2218.65 ms [2021-11-29 09:45:52 main:574] : INFO : Epoch 1602 | loss: 0.0311727 | val_loss: 0.031184 | Time: 2239.26 ms [2021-11-29 09:45:54 main:574] : INFO : Epoch 1603 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2242.33 ms [2021-11-29 09:45:56 main:574] : INFO : Epoch 1604 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 2233.78 ms [2021-11-29 09:45:58 main:574] : INFO : Epoch 1605 | loss: 0.0311748 | val_loss: 0.031189 | Time: 2222.15 ms [2021-11-29 09:46:00 main:574] : INFO : Epoch 1606 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 2235.06 ms [2021-11-29 09:46:03 main:574] : INFO : Epoch 1607 | loss: 0.0311743 | val_loss: 0.0311846 | Time: 2209.78 ms [2021-11-29 09:46:05 main:574] : INFO : Epoch 1608 | loss: 0.031175 | val_loss: 0.0311823 | Time: 2233.01 ms [2021-11-29 09:46:07 main:574] : INFO : Epoch 1609 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 2241.13 ms [2021-11-29 09:46:09 main:574] : INFO : Epoch 1610 | loss: 0.031172 | val_loss: 0.031183 | Time: 2215.98 ms [2021-11-29 09:46:12 main:574] : INFO : Epoch 1611 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 2248.69 ms [2021-11-29 09:46:14 main:574] : INFO : Epoch 1612 | loss: 0.031172 | val_loss: 0.031183 | Time: 2209.59 ms [2021-11-29 09:46:16 main:574] : INFO : Epoch 1613 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 2233.16 ms [2021-11-29 09:46:18 main:574] : INFO : Epoch 1614 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 2217.47 ms [2021-11-29 09:46:21 main:574] : INFO : Epoch 1615 | loss: 0.0311714 | val_loss: 0.0311818 | Time: 2228.01 ms [2021-11-29 09:46:23 main:574] : INFO : Epoch 1616 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 2234.72 ms [2021-11-29 09:46:25 main:574] : INFO : Epoch 1617 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 2217.97 ms [2021-11-29 09:46:27 main:574] : INFO : Epoch 1618 | loss: 0.0311743 | val_loss: 0.0311878 | Time: 2213.56 ms [2021-11-29 09:46:29 main:574] : INFO : Epoch 1619 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 2239.96 ms [2021-11-29 09:46:32 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 2223.27 ms [2021-11-29 09:46:34 main:574] : INFO : Epoch 1621 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 2217.1 ms [2021-11-29 09:46:36 main:574] : INFO : Epoch 1622 | loss: 0.0311791 | val_loss: 0.0312052 | Time: 2202.3 ms [2021-11-29 09:46:38 main:574] : INFO : Epoch 1623 | loss: 0.031416 | val_loss: 0.0329275 | Time: 2194.18 ms [2021-11-29 09:46:41 main:574] : INFO : Epoch 1624 | loss: 0.0332015 | val_loss: 0.0316366 | Time: 2238.16 ms [2021-11-29 09:46:43 main:574] : INFO : Epoch 1625 | loss: 0.0333114 | val_loss: 0.0318259 | Time: 2211.71 ms [2021-11-29 09:46:45 main:574] : INFO : Epoch 1626 | loss: 0.0314304 | val_loss: 0.0312899 | Time: 2242.48 ms [2021-11-29 09:46:47 main:574] : INFO : Epoch 1627 | loss: 0.0312432 | val_loss: 0.031207 | Time: 2244.6 ms [2021-11-29 09:46:50 main:574] : INFO : Epoch 1628 | loss: 0.031194 | val_loss: 0.0311878 | Time: 2213.46 ms [2021-11-29 09:46:52 main:574] : INFO : Epoch 1629 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2202.42 ms [2021-11-29 09:46:54 main:574] : INFO : Epoch 1630 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 2233.48 ms [2021-11-29 09:46:56 main:574] : INFO : Epoch 1631 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 2229.3 ms [2021-11-29 09:46:58 main:574] : INFO : Epoch 1632 | loss: 0.0311749 | val_loss: 0.0311841 | Time: 2221.09 ms [2021-11-29 09:47:01 main:574] : INFO : Epoch 1633 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 2244.2 ms [2021-11-29 09:47:03 main:574] : INFO : Epoch 1634 | loss: 0.0311747 | val_loss: 0.0311841 | Time: 2213.66 ms [2021-11-29 09:47:05 main:574] : INFO : Epoch 1635 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 2224.7 ms [2021-11-29 09:47:07 main:574] : INFO : Epoch 1636 | loss: 0.0311741 | val_loss: 0.0311841 | Time: 2234.46 ms [2021-11-29 09:47:10 main:574] : INFO : Epoch 1637 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 2247.81 ms [2021-11-29 09:47:12 main:574] : INFO : Epoch 1638 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2186.85 ms [2021-11-29 09:47:14 main:574] : INFO : Epoch 1639 | loss: 0.0311723 | val_loss: 0.031182 | Time: 2242.54 ms [2021-11-29 09:47:16 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311816 | Time: 2228.35 ms [2021-11-29 09:47:18 main:574] : INFO : Epoch 1641 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 2207.59 ms [2021-11-29 09:47:21 main:574] : INFO : Epoch 1642 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 2210.21 ms [2021-11-29 09:47:23 main:574] : INFO : Epoch 1643 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 2215.32 ms [2021-11-29 09:47:25 main:574] : INFO : Epoch 1644 | loss: 0.031172 | val_loss: 0.031181 | Time: 2228.07 ms [2021-11-29 09:47:27 main:574] : INFO : Epoch 1645 | loss: 0.031171 | val_loss: 0.031181 | Time: 2223.95 ms [2021-11-29 09:47:30 main:574] : INFO : Epoch 1646 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 2225.03 ms [2021-11-29 09:47:32 main:574] : INFO : Epoch 1647 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 2401.49 ms [2021-11-29 09:47:34 main:574] : INFO : Epoch 1648 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 2241.97 ms [2021-11-29 09:47:36 main:574] : INFO : Epoch 1649 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 2242.61 ms [2021-11-29 09:47:39 main:574] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.03118 | Time: 2224.76 ms [2021-11-29 09:47:41 main:574] : INFO : Epoch 1651 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 2236.3 ms [2021-11-29 09:47:43 main:574] : INFO : Epoch 1652 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 2260.7 ms [2021-11-29 09:47:45 main:574] : INFO : Epoch 1653 | loss: 0.031171 | val_loss: 0.0311856 | Time: 2250.27 ms [2021-11-29 09:47:48 main:574] : INFO : Epoch 1654 | loss: 0.0311716 | val_loss: 0.031182 | Time: 2216.96 ms [2021-11-29 09:47:50 main:574] : INFO : Epoch 1655 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 2245.66 ms [2021-11-29 09:47:52 main:574] : INFO : Epoch 1656 | loss: 0.03117 | val_loss: 0.0311818 | Time: 2222.17 ms [2021-11-29 09:47:54 main:574] : INFO : Epoch 1657 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 2253.49 ms [2021-11-29 09:47:57 main:574] : INFO : Epoch 1658 | loss: 0.0311695 | val_loss: 0.0311814 | Time: 2269.76 ms [2021-11-29 09:47:59 main:574] : INFO : Epoch 1659 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 2235.07 ms [2021-11-29 09:48:01 main:574] : INFO : Epoch 1660 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 2251.4 ms [2021-11-29 09:48:03 main:574] : INFO : Epoch 1661 | loss: 0.0311709 | val_loss: 0.0311859 | Time: 2248.71 ms [2021-11-29 09:48:06 main:574] : INFO : Epoch 1662 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 2240.1 ms [2021-11-29 09:48:08 main:574] : INFO : Epoch 1663 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 2254.98 ms [2021-11-29 09:48:10 main:574] : INFO : Epoch 1664 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2225.39 ms [2021-11-29 09:48:12 main:574] : INFO : Epoch 1665 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2222.15 ms [2021-11-29 09:48:15 main:574] : INFO : Epoch 1666 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 2226.22 ms [2021-11-29 09:48:17 main:574] : INFO : Epoch 1667 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 2227.17 ms [2021-11-29 09:48:19 main:574] : INFO : Epoch 1668 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 2250.86 ms [2021-11-29 09:48:21 main:574] : INFO : Epoch 1669 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2237.52 ms [2021-11-29 09:48:24 main:574] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 2251.61 ms [2021-11-29 09:48:26 main:574] : INFO : Epoch 1671 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 2217.49 ms [2021-11-29 09:48:28 main:574] : INFO : Epoch 1672 | loss: 0.0311718 | val_loss: 0.031179 | Time: 2241.99 ms [2021-11-29 09:48:30 main:574] : INFO : Epoch 1673 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 2228.16 ms [2021-11-29 09:48:33 main:574] : INFO : Epoch 1674 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 2238.93 ms [2021-11-29 09:48:35 main:574] : INFO : Epoch 1675 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2247.7 ms [2021-11-29 09:48:37 main:574] : INFO : Epoch 1676 | loss: 0.031171 | val_loss: 0.0311796 | Time: 2251.45 ms [2021-11-29 09:48:39 main:574] : INFO : Epoch 1677 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 2253.64 ms [2021-11-29 09:48:42 main:574] : INFO : Epoch 1678 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 2222.25 ms [2021-11-29 09:48:44 main:574] : INFO : Epoch 1679 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2264.62 ms [2021-11-29 09:48:46 main:574] : INFO : Epoch 1680 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 2239.59 ms [2021-11-29 09:48:48 main:574] : INFO : Epoch 1681 | loss: 0.0311708 | val_loss: 0.0311813 | Time: 2211.68 ms [2021-11-29 09:48:50 main:574] : INFO : Epoch 1682 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 2224.45 ms [2021-11-29 09:48:53 main:574] : INFO : Epoch 1683 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 2226.55 ms [2021-11-29 09:48:55 main:574] : INFO : Epoch 1684 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 2195.43 ms [2021-11-29 09:48:57 main:574] : INFO : Epoch 1685 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 2243.75 ms [2021-11-29 09:48:59 main:574] : INFO : Epoch 1686 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 2226.56 ms [2021-11-29 09:49:02 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 2242.73 ms [2021-11-29 09:49:04 main:574] : INFO : Epoch 1688 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 2237.2 ms [2021-11-29 09:49:06 main:574] : INFO : Epoch 1689 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 2223.66 ms [2021-11-29 09:49:08 main:574] : INFO : Epoch 1690 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 2240.85 ms [2021-11-29 09:49:11 main:574] : INFO : Epoch 1691 | loss: 0.0311689 | val_loss: 0.0311813 | Time: 2233.77 ms [2021-11-29 09:49:13 main:574] : INFO : Epoch 1692 | loss: 0.031171 | val_loss: 0.0311791 | Time: 2258.17 ms [2021-11-29 09:49:15 main:574] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 2240.6 ms [2021-11-29 09:49:17 main:574] : INFO : Epoch 1694 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 2241.31 ms [2021-11-29 09:49:20 main:574] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311872 | Time: 2246.81 ms [2021-11-29 09:49:22 main:574] : INFO : Epoch 1696 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 2253.91 ms [2021-11-29 09:49:24 main:574] : INFO : Epoch 1697 | loss: 0.0311694 | val_loss: 0.0311823 | Time: 2223.89 ms [2021-11-29 09:49:26 main:574] : INFO : Epoch 1698 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 2219.4 ms [2021-11-29 09:49:28 main:574] : INFO : Epoch 1699 | loss: 0.0311699 | val_loss: 0.0311808 | Time: 2221.09 ms [2021-11-29 09:49:31 main:574] : INFO : Epoch 1700 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 2237.59 ms [2021-11-29 09:49:33 main:574] : INFO : Epoch 1701 | loss: 0.0311728 | val_loss: 0.03118 | Time: 2218.15 ms [2021-11-29 09:49:35 main:574] : INFO : Epoch 1702 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2235.4 ms [2021-11-29 09:49:37 main:574] : INFO : Epoch 1703 | loss: 0.0311695 | val_loss: 0.03118 | Time: 2237.17 ms [2021-11-29 09:49:40 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 2231.92 ms [2021-11-29 09:49:42 main:574] : INFO : Epoch 1705 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 2244.15 ms [2021-11-29 09:49:44 main:574] : INFO : Epoch 1706 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 2255.86 ms [2021-11-29 09:49:46 main:574] : INFO : Epoch 1707 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 2218.23 ms [2021-11-29 09:49:49 main:574] : INFO : Epoch 1708 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 2202.68 ms [2021-11-29 09:49:51 main:574] : INFO : Epoch 1709 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 2240.34 ms [2021-11-29 09:49:53 main:574] : INFO : Epoch 1710 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 2251.84 ms [2021-11-29 09:49:55 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 2209.94 ms [2021-11-29 09:49:58 main:574] : INFO : Epoch 1712 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 2239.36 ms [2021-11-29 09:50:00 main:574] : INFO : Epoch 1713 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 2210.06 ms [2021-11-29 09:50:02 main:574] : INFO : Epoch 1714 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 2248.26 ms [2021-11-29 09:50:04 main:574] : INFO : Epoch 1715 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 2216.64 ms [2021-11-29 09:50:06 main:574] : INFO : Epoch 1716 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 2233.17 ms [2021-11-29 09:50:09 main:574] : INFO : Epoch 1717 | loss: 0.0311694 | val_loss: 0.031184 | Time: 2224.98 ms [2021-11-29 09:50:11 main:574] : INFO : Epoch 1718 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 2239.31 ms [2021-11-29 09:50:13 main:574] : INFO : Epoch 1719 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 2224.68 ms [2021-11-29 09:50:15 main:574] : INFO : Epoch 1720 | loss: 0.0311696 | val_loss: 0.0311817 | Time: 2223.03 ms [2021-11-29 09:50:18 main:574] : INFO : Epoch 1721 | loss: 0.031169 | val_loss: 0.0311801 | Time: 2219.96 ms [2021-11-29 09:50:20 main:574] : INFO : Epoch 1722 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 2248.31 ms [2021-11-29 09:50:22 main:574] : INFO : Epoch 1723 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 2225.47 ms [2021-11-29 09:50:24 main:574] : INFO : Epoch 1724 | loss: 0.0311677 | val_loss: 0.03118 | Time: 2237.86 ms [2021-11-29 09:50:27 main:574] : INFO : Epoch 1725 | loss: 0.0311679 | val_loss: 0.0311802 | Time: 2217.93 ms [2021-11-29 09:50:29 main:574] : INFO : Epoch 1726 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 2198.34 ms [2021-11-29 09:50:31 main:574] : INFO : Epoch 1727 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2210.7 ms [2021-11-29 09:50:33 main:574] : INFO : Epoch 1728 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 2224.57 ms [2021-11-29 09:50:35 main:574] : INFO : Epoch 1729 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 2244.34 ms [2021-11-29 09:50:38 main:574] : INFO : Epoch 1730 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 2223.24 ms [2021-11-29 09:50:40 main:574] : INFO : Epoch 1731 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 2215.63 ms [2021-11-29 09:50:42 main:574] : INFO : Epoch 1732 | loss: 0.031171 | val_loss: 0.0311814 | Time: 2218.81 ms [2021-11-29 09:50:44 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 2235.44 ms [2021-11-29 09:50:47 main:574] : INFO : Epoch 1734 | loss: 0.0311708 | val_loss: 0.0311859 | Time: 2213.24 ms [2021-11-29 09:50:49 main:574] : INFO : Epoch 1735 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 2236.7 ms [2021-11-29 09:50:51 main:574] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311819 | Time: 2228.74 ms [2021-11-29 09:50:53 main:574] : INFO : Epoch 1737 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 2226.43 ms [2021-11-29 09:50:55 main:574] : INFO : Epoch 1738 | loss: 0.0311689 | val_loss: 0.0311809 | Time: 2207.89 ms [2021-11-29 09:50:58 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311859 | Time: 2252.71 ms [2021-11-29 09:51:00 main:574] : INFO : Epoch 1740 | loss: 0.0311701 | val_loss: 0.0311856 | Time: 2213.69 ms [2021-11-29 09:51:02 main:574] : INFO : Epoch 1741 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 2233.08 ms [2021-11-29 09:51:04 main:574] : INFO : Epoch 1742 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 2234.66 ms [2021-11-29 09:51:07 main:574] : INFO : Epoch 1743 | loss: 0.031172 | val_loss: 0.0311813 | Time: 2230.19 ms [2021-11-29 09:51:09 main:574] : INFO : Epoch 1744 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 2206.4 ms [2021-11-29 09:51:11 main:574] : INFO : Epoch 1745 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2224.69 ms [2021-11-29 09:51:13 main:574] : INFO : Epoch 1746 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 2205 ms [2021-11-29 09:51:16 main:574] : INFO : Epoch 1747 | loss: 0.0311693 | val_loss: 0.0311816 | Time: 2247.12 ms [2021-11-29 09:51:18 main:574] : INFO : Epoch 1748 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 2212.28 ms [2021-11-29 09:51:20 main:574] : INFO : Epoch 1749 | loss: 0.0311691 | val_loss: 0.0311846 | Time: 2243.19 ms [2021-11-29 09:51:22 main:574] : INFO : Epoch 1750 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 2220.31 ms [2021-11-29 09:51:25 main:574] : INFO : Epoch 1751 | loss: 0.0311677 | val_loss: 0.0311831 | Time: 2244.18 ms [2021-11-29 09:51:27 main:574] : INFO : Epoch 1752 | loss: 0.0311672 | val_loss: 0.0311821 | Time: 2232.2 ms [2021-11-29 09:51:29 main:574] : INFO : Epoch 1753 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2231.49 ms [2021-11-29 09:51:31 main:574] : INFO : Epoch 1754 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 2228.31 ms [2021-11-29 09:51:33 main:574] : INFO : Epoch 1755 | loss: 0.0311691 | val_loss: 0.0311829 | Time: 2245.31 ms [2021-11-29 09:51:36 main:574] : INFO : Epoch 1756 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 2209.56 ms [2021-11-29 09:51:38 main:574] : INFO : Epoch 1757 | loss: 0.0311674 | val_loss: 0.0311809 | Time: 2227.67 ms [2021-11-29 09:51:40 main:574] : INFO : Epoch 1758 | loss: 0.0311675 | val_loss: 0.0311801 | Time: 2228.63 ms [2021-11-29 09:51:42 main:574] : INFO : Epoch 1759 | loss: 0.0311664 | val_loss: 0.031182 | Time: 2237.24 ms [2021-11-29 09:51:45 main:574] : INFO : Epoch 1760 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 2224.27 ms [2021-11-29 09:51:47 main:574] : INFO : Epoch 1761 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 2211.29 ms [2021-11-29 09:51:49 main:574] : INFO : Epoch 1762 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2215.13 ms [2021-11-29 09:51:51 main:574] : INFO : Epoch 1763 | loss: 0.03117 | val_loss: 0.0311795 | Time: 2237.6 ms [2021-11-29 09:51:53 main:574] : INFO : Epoch 1764 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 2224 ms [2021-11-29 09:51:56 main:574] : INFO : Epoch 1765 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 2210.91 ms [2021-11-29 09:51:58 main:574] : INFO : Epoch 1766 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 2209.16 ms [2021-11-29 09:52:00 main:574] : INFO : Epoch 1767 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 2216.49 ms [2021-11-29 09:52:02 main:574] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 2259.52 ms [2021-11-29 09:52:05 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 2210.82 ms [2021-11-29 09:52:07 main:574] : INFO : Epoch 1770 | loss: 0.0311679 | val_loss: 0.031178 | Time: 2261.36 ms [2021-11-29 09:52:09 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 2223.09 ms [2021-11-29 09:52:11 main:574] : INFO : Epoch 1772 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 2220.94 ms [2021-11-29 09:52:14 main:574] : INFO : Epoch 1773 | loss: 0.0311682 | val_loss: 0.0311844 | Time: 2215.49 ms [2021-11-29 09:52:16 main:574] : INFO : Epoch 1774 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 2228.62 ms [2021-11-29 09:52:18 main:574] : INFO : Epoch 1775 | loss: 0.031173 | val_loss: 0.0311818 | Time: 2202.83 ms [2021-11-29 09:52:20 main:574] : INFO : Epoch 1776 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2205.01 ms [2021-11-29 09:52:22 main:574] : INFO : Epoch 1777 | loss: 0.0311689 | val_loss: 0.03118 | Time: 2196.75 ms [2021-11-29 09:52:25 main:574] : INFO : Epoch 1778 | loss: 0.031169 | val_loss: 0.0311795 | Time: 2208.51 ms [2021-11-29 09:52:27 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 2211.08 ms [2021-11-29 09:52:29 main:574] : INFO : Epoch 1780 | loss: 0.0311681 | val_loss: 0.0311797 | Time: 2255.56 ms [2021-11-29 09:52:31 main:574] : INFO : Epoch 1781 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2208.42 ms [2021-11-29 09:52:34 main:574] : INFO : Epoch 1782 | loss: 0.0311701 | val_loss: 0.03118 | Time: 2250.18 ms [2021-11-29 09:52:36 main:574] : INFO : Epoch 1783 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 2228.38 ms [2021-11-29 09:52:38 main:574] : INFO : Epoch 1784 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 2217.05 ms [2021-11-29 09:52:40 main:574] : INFO : Epoch 1785 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2239.53 ms [2021-11-29 09:52:42 main:574] : INFO : Epoch 1786 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2224.89 ms [2021-11-29 09:52:45 main:574] : INFO : Epoch 1787 | loss: 0.0311686 | val_loss: 0.0311793 | Time: 2217.69 ms [2021-11-29 09:52:47 main:574] : INFO : Epoch 1788 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 2227.05 ms [2021-11-29 09:52:49 main:574] : INFO : Epoch 1789 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 2233.25 ms [2021-11-29 09:52:51 main:574] : INFO : Epoch 1790 | loss: 0.03117 | val_loss: 0.0311792 | Time: 2210.08 ms [2021-11-29 09:52:54 main:574] : INFO : Epoch 1791 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 2211.78 ms [2021-11-29 09:52:56 main:574] : INFO : Epoch 1792 | loss: 0.0311691 | val_loss: 0.031181 | Time: 2232.31 ms [2021-11-29 09:52:58 main:574] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 2231.07 ms [2021-11-29 09:53:00 main:574] : INFO : Epoch 1794 | loss: 0.0311692 | val_loss: 0.0311866 | Time: 2228.25 ms [2021-11-29 09:53:03 main:574] : INFO : Epoch 1795 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 2257.34 ms [2021-11-29 09:53:05 main:574] : INFO : Epoch 1796 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 2218.75 ms [2021-11-29 09:53:07 main:574] : INFO : Epoch 1797 | loss: 0.0311677 | val_loss: 0.0311825 | Time: 2233.15 ms [2021-11-29 09:53:09 main:574] : INFO : Epoch 1798 | loss: 0.0311682 | val_loss: 0.0311847 | Time: 2206.62 ms [2021-11-29 09:53:11 main:574] : INFO : Epoch 1799 | loss: 0.0311663 | val_loss: 0.0311817 | Time: 2238.97 ms [2021-11-29 09:53:14 main:574] : INFO : Epoch 1800 | loss: 0.0311661 | val_loss: 0.0311836 | Time: 2263.51 ms [2021-11-29 09:53:16 main:574] : INFO : Epoch 1801 | loss: 0.0311659 | val_loss: 0.0311804 | Time: 2240.68 ms [2021-11-29 09:53:18 main:574] : INFO : Epoch 1802 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 2242.58 ms [2021-11-29 09:53:20 main:574] : INFO : Epoch 1803 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 2233.31 ms [2021-11-29 09:53:23 main:574] : INFO : Epoch 1804 | loss: 0.0311748 | val_loss: 0.0311904 | Time: 2220.49 ms [2021-11-29 09:53:25 main:574] : INFO : Epoch 1805 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 2222.21 ms [2021-11-29 09:53:27 main:574] : INFO : Epoch 1806 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2226.71 ms [2021-11-29 09:53:29 main:574] : INFO : Epoch 1807 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 2258.57 ms [2021-11-29 09:53:32 main:574] : INFO : Epoch 1808 | loss: 0.0311679 | val_loss: 0.0311829 | Time: 2254.71 ms [2021-11-29 09:53:34 main:574] : INFO : Epoch 1809 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 2236.33 ms [2021-11-29 09:53:36 main:574] : INFO : Epoch 1810 | loss: 0.0311685 | val_loss: 0.0311818 | Time: 2236.85 ms [2021-11-29 09:53:38 main:574] : INFO : Epoch 1811 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 2224.81 ms [2021-11-29 09:53:41 main:574] : INFO : Epoch 1812 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 2214.47 ms [2021-11-29 09:53:43 main:574] : INFO : Epoch 1813 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 2251.51 ms [2021-11-29 09:53:45 main:574] : INFO : Epoch 1814 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 2214.79 ms [2021-11-29 09:53:47 main:574] : INFO : Epoch 1815 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 2234.49 ms [2021-11-29 09:53:50 main:574] : INFO : Epoch 1816 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 2257.09 ms [2021-11-29 09:53:52 main:574] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 2203.63 ms [2021-11-29 09:53:54 main:574] : INFO : Epoch 1818 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 2240.48 ms [2021-11-29 09:53:56 main:574] : INFO : Epoch 1819 | loss: 0.031172 | val_loss: 0.0311806 | Time: 2230.43 ms [2021-11-29 09:53:58 main:574] : INFO : Epoch 1820 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2226.8 ms [2021-11-29 09:54:01 main:574] : INFO : Epoch 1821 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 2213.24 ms [2021-11-29 09:54:03 main:574] : INFO : Epoch 1822 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 2207.24 ms [2021-11-29 09:54:05 main:574] : INFO : Epoch 1823 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 2242.37 ms [2021-11-29 09:54:07 main:574] : INFO : Epoch 1824 | loss: 0.0311786 | val_loss: 0.031182 | Time: 2220.82 ms [2021-11-29 09:54:10 main:574] : INFO : Epoch 1825 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 2218.69 ms [2021-11-29 09:54:12 main:574] : INFO : Epoch 1826 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 2214.32 ms [2021-11-29 09:54:14 main:574] : INFO : Epoch 1827 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 2212.22 ms [2021-11-29 09:54:16 main:574] : INFO : Epoch 1828 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 2203.35 ms [2021-11-29 09:54:18 main:574] : INFO : Epoch 1829 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2194.66 ms [2021-11-29 09:54:21 main:574] : INFO : Epoch 1830 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 2236.16 ms [2021-11-29 09:54:23 main:574] : INFO : Epoch 1831 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2247.47 ms [2021-11-29 09:54:25 main:574] : INFO : Epoch 1832 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 2246.55 ms [2021-11-29 09:54:27 main:574] : INFO : Epoch 1833 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 2230.04 ms [2021-11-29 09:54:30 main:574] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311803 | Time: 2241.18 ms [2021-11-29 09:54:32 main:574] : INFO : Epoch 1835 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 2237.93 ms [2021-11-29 09:54:34 main:574] : INFO : Epoch 1836 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2243.65 ms [2021-11-29 09:54:36 main:574] : INFO : Epoch 1837 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 2202.12 ms [2021-11-29 09:54:39 main:574] : INFO : Epoch 1838 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 2230.49 ms [2021-11-29 09:54:41 main:574] : INFO : Epoch 1839 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 2224.02 ms [2021-11-29 09:54:43 main:574] : INFO : Epoch 1840 | loss: 0.031177 | val_loss: 0.0311795 | Time: 2219.99 ms [2021-11-29 09:54:45 main:574] : INFO : Epoch 1841 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 2209.38 ms [2021-11-29 09:54:47 main:574] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2223.71 ms [2021-11-29 09:54:50 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 2226.72 ms [2021-11-29 09:54:52 main:574] : INFO : Epoch 1844 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 2205.92 ms [2021-11-29 09:54:54 main:574] : INFO : Epoch 1845 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2206.13 ms [2021-11-29 09:54:56 main:574] : INFO : Epoch 1846 | loss: 0.0311825 | val_loss: 0.0311823 | Time: 2208.79 ms [2021-11-29 09:54:59 main:574] : INFO : Epoch 1847 | loss: 0.0311836 | val_loss: 0.0311812 | Time: 2213.02 ms [2021-11-29 09:55:01 main:574] : INFO : Epoch 1848 | loss: 0.0311822 | val_loss: 0.0311813 | Time: 2211.11 ms [2021-11-29 09:55:03 main:574] : INFO : Epoch 1849 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 2225.22 ms [2021-11-29 09:55:05 main:574] : INFO : Epoch 1850 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 2227.41 ms [2021-11-29 09:55:07 main:574] : INFO : Epoch 1851 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 2230.31 ms [2021-11-29 09:55:10 main:574] : INFO : Epoch 1852 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 2218.16 ms [2021-11-29 09:55:12 main:574] : INFO : Epoch 1853 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 2215.9 ms [2021-11-29 09:55:14 main:574] : INFO : Epoch 1854 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 2246.64 ms [2021-11-29 09:55:16 main:574] : INFO : Epoch 1855 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 2229.69 ms [2021-11-29 09:55:19 main:574] : INFO : Epoch 1856 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 2214.72 ms [2021-11-29 09:55:21 main:574] : INFO : Epoch 1857 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 2250.63 ms [2021-11-29 09:55:23 main:574] : INFO : Epoch 1858 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 2215.78 ms [2021-11-29 09:55:25 main:574] : INFO : Epoch 1859 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2223.3 ms [2021-11-29 09:55:28 main:574] : INFO : Epoch 1860 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 2243.59 ms [2021-11-29 09:55:30 main:574] : INFO : Epoch 1861 | loss: 0.031178 | val_loss: 0.0311853 | Time: 2193.83 ms [2021-11-29 09:55:32 main:574] : INFO : Epoch 1862 | loss: 0.031179 | val_loss: 0.0311867 | Time: 2219.75 ms [2021-11-29 09:55:34 main:574] : INFO : Epoch 1863 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 2202.78 ms [2021-11-29 09:55:36 main:574] : INFO : Epoch 1864 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2236.61 ms [2021-11-29 09:55:39 main:574] : INFO : Epoch 1865 | loss: 0.0311795 | val_loss: 0.0311873 | Time: 2228.55 ms [2021-11-29 09:55:41 main:574] : INFO : Epoch 1866 | loss: 0.031179 | val_loss: 0.0311842 | Time: 2212.67 ms [2021-11-29 09:55:43 main:574] : INFO : Epoch 1867 | loss: 0.0311815 | val_loss: 0.0311934 | Time: 2220.49 ms [2021-11-29 09:55:45 main:574] : INFO : Epoch 1868 | loss: 0.031182 | val_loss: 0.0311842 | Time: 2223.92 ms [2021-11-29 09:55:47 main:574] : INFO : Epoch 1869 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 2213.73 ms [2021-11-29 09:55:50 main:574] : INFO : Epoch 1870 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2225.47 ms [2021-11-29 09:55:52 main:574] : INFO : Epoch 1871 | loss: 0.031178 | val_loss: 0.0311875 | Time: 2204.98 ms [2021-11-29 09:55:54 main:574] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 2214.33 ms [2021-11-29 09:55:56 main:574] : INFO : Epoch 1873 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 2231.93 ms [2021-11-29 09:55:59 main:574] : INFO : Epoch 1874 | loss: 0.0311793 | val_loss: 0.0311886 | Time: 2213.56 ms [2021-11-29 09:56:01 main:574] : INFO : Epoch 1875 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 2217.71 ms [2021-11-29 09:56:03 main:574] : INFO : Epoch 1876 | loss: 0.0311757 | val_loss: 0.031186 | Time: 2213.91 ms [2021-11-29 09:56:05 main:574] : INFO : Epoch 1877 | loss: 0.0311759 | val_loss: 0.0311896 | Time: 2225.05 ms [2021-11-29 09:56:07 main:574] : INFO : Epoch 1878 | loss: 0.0311755 | val_loss: 0.0311853 | Time: 2212.48 ms [2021-11-29 09:56:10 main:574] : INFO : Epoch 1879 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 2218.6 ms [2021-11-29 09:56:12 main:574] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 2211.16 ms [2021-11-29 09:56:14 main:574] : INFO : Epoch 1881 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 2213.63 ms [2021-11-29 09:56:16 main:574] : INFO : Epoch 1882 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 2204.87 ms [2021-11-29 09:56:19 main:574] : INFO : Epoch 1883 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 2203.85 ms [2021-11-29 09:56:21 main:574] : INFO : Epoch 1884 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 2229.67 ms [2021-11-29 09:56:23 main:574] : INFO : Epoch 1885 | loss: 0.031176 | val_loss: 0.0311901 | Time: 2240.33 ms [2021-11-29 09:56:25 main:574] : INFO : Epoch 1886 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 2199.77 ms [2021-11-29 09:56:27 main:574] : INFO : Epoch 1887 | loss: 0.0311742 | val_loss: 0.0311872 | Time: 2209.93 ms [2021-11-29 09:56:30 main:574] : INFO : Epoch 1888 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 2238.49 ms [2021-11-29 09:56:32 main:574] : INFO : Epoch 1889 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 2238.86 ms [2021-11-29 09:56:34 main:574] : INFO : Epoch 1890 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 2220.07 ms [2021-11-29 09:56:36 main:574] : INFO : Epoch 1891 | loss: 0.0311764 | val_loss: 0.0311962 | Time: 2251.29 ms [2021-11-29 09:56:39 main:574] : INFO : Epoch 1892 | loss: 0.0311759 | val_loss: 0.0311894 | Time: 2249.51 ms [2021-11-29 09:56:41 main:574] : INFO : Epoch 1893 | loss: 0.0311747 | val_loss: 0.0311908 | Time: 2219.56 ms [2021-11-29 09:56:43 main:574] : INFO : Epoch 1894 | loss: 0.0311733 | val_loss: 0.0311879 | Time: 2203.08 ms [2021-11-29 09:56:45 main:574] : INFO : Epoch 1895 | loss: 0.0311738 | val_loss: 0.0311896 | Time: 2232.55 ms [2021-11-29 09:56:48 main:574] : INFO : Epoch 1896 | loss: 0.0311749 | val_loss: 0.031188 | Time: 2195.71 ms [2021-11-29 09:56:50 main:574] : INFO : Epoch 1897 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 2246.31 ms [2021-11-29 09:56:52 main:574] : INFO : Epoch 1898 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2222.71 ms [2021-11-29 09:56:54 main:574] : INFO : Epoch 1899 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 2208.33 ms [2021-11-29 09:56:56 main:574] : INFO : Epoch 1900 | loss: 0.0311735 | val_loss: 0.0311856 | Time: 2241.56 ms [2021-11-29 09:56:59 main:574] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.0311854 | Time: 2204.47 ms [2021-11-29 09:57:01 main:574] : INFO : Epoch 1902 | loss: 0.031173 | val_loss: 0.0311877 | Time: 2209.92 ms [2021-11-29 09:57:03 main:574] : INFO : Epoch 1903 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2217.88 ms [2021-11-29 09:57:05 main:574] : INFO : Epoch 1904 | loss: 0.0311748 | val_loss: 0.0311836 | Time: 2223.16 ms [2021-11-29 09:57:08 main:574] : INFO : Epoch 1905 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2251.62 ms [2021-11-29 09:57:10 main:574] : INFO : Epoch 1906 | loss: 0.0311726 | val_loss: 0.0311845 | Time: 2205.56 ms [2021-11-29 09:57:12 main:574] : INFO : Epoch 1907 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 2235.65 ms [2021-11-29 09:57:14 main:574] : INFO : Epoch 1908 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2232.81 ms [2021-11-29 09:57:16 main:574] : INFO : Epoch 1909 | loss: 0.031174 | val_loss: 0.0311851 | Time: 2224.14 ms [2021-11-29 09:57:19 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311839 | Time: 2243.21 ms [2021-11-29 09:57:21 main:574] : INFO : Epoch 1911 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 2670.96 ms [2021-11-29 09:57:24 main:574] : INFO : Epoch 1912 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 2221.23 ms [2021-11-29 09:57:26 main:574] : INFO : Epoch 1913 | loss: 0.0311773 | val_loss: 0.0311874 | Time: 2238.88 ms [2021-11-29 09:57:28 main:574] : INFO : Epoch 1914 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2233.05 ms [2021-11-29 09:57:30 main:574] : INFO : Epoch 1915 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 2217.48 ms [2021-11-29 09:57:33 main:574] : INFO : Epoch 1916 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2275.54 ms [2021-11-29 09:57:35 main:574] : INFO : Epoch 1917 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 2189.97 ms [2021-11-29 09:57:37 main:574] : INFO : Epoch 1918 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 2203.19 ms [2021-11-29 09:57:39 main:574] : INFO : Epoch 1919 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 2218.24 ms [2021-11-29 09:57:41 main:574] : INFO : Epoch 1920 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2221.56 ms [2021-11-29 09:57:44 main:574] : INFO : Epoch 1921 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 2219.56 ms [2021-11-29 09:57:46 main:574] : INFO : Epoch 1922 | loss: 0.0311743 | val_loss: 0.031183 | Time: 2217.6 ms [2021-11-29 09:57:48 main:574] : INFO : Epoch 1923 | loss: 0.0311713 | val_loss: 0.0311838 | Time: 2210.54 ms [2021-11-29 09:57:50 main:574] : INFO : Epoch 1924 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 2222.68 ms [2021-11-29 09:57:53 main:574] : INFO : Epoch 1925 | loss: 0.031173 | val_loss: 0.0311843 | Time: 2209.33 ms [2021-11-29 09:57:55 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2228.6 ms [2021-11-29 09:57:57 main:574] : INFO : Epoch 1927 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 2206.34 ms [2021-11-29 09:57:59 main:574] : INFO : Epoch 1928 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 2217.95 ms [2021-11-29 09:58:01 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 2215.26 ms [2021-11-29 09:58:04 main:574] : INFO : Epoch 1930 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2270.86 ms [2021-11-29 09:58:06 main:574] : INFO : Epoch 1931 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2212.76 ms [2021-11-29 09:58:08 main:574] : INFO : Epoch 1932 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2241.51 ms [2021-11-29 09:58:10 main:574] : INFO : Epoch 1933 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 2215.12 ms [2021-11-29 09:58:13 main:574] : INFO : Epoch 1934 | loss: 0.031179 | val_loss: 0.0311869 | Time: 2212.5 ms [2021-11-29 09:58:15 main:574] : INFO : Epoch 1935 | loss: 0.0311795 | val_loss: 0.0311854 | Time: 2217.74 ms [2021-11-29 09:58:17 main:574] : INFO : Epoch 1936 | loss: 0.0311802 | val_loss: 0.0311861 | Time: 2222.82 ms [2021-11-29 09:58:19 main:574] : INFO : Epoch 1937 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 2235.78 ms [2021-11-29 09:58:22 main:574] : INFO : Epoch 1938 | loss: 0.0311804 | val_loss: 0.0311934 | Time: 2249.38 ms [2021-11-29 09:58:24 main:574] : INFO : Epoch 1939 | loss: 0.0311806 | val_loss: 0.0311912 | Time: 2221.24 ms [2021-11-29 09:58:26 main:574] : INFO : Epoch 1940 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 2233.1 ms [2021-11-29 09:58:28 main:574] : INFO : Epoch 1941 | loss: 0.0311784 | val_loss: 0.0311879 | Time: 2226.22 ms [2021-11-29 09:58:30 main:574] : INFO : Epoch 1942 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2225.52 ms [2021-11-29 09:58:33 main:574] : INFO : Epoch 1943 | loss: 0.0311886 | val_loss: 0.031183 | Time: 2263.2 ms [2021-11-29 09:58:35 main:574] : INFO : Epoch 1944 | loss: 0.0311866 | val_loss: 0.0311821 | Time: 2232.73 ms [2021-11-29 09:58:37 main:574] : INFO : Epoch 1945 | loss: 0.0311855 | val_loss: 0.0311816 | Time: 2233.09 ms [2021-11-29 09:58:39 main:574] : INFO : Epoch 1946 | loss: 0.0311843 | val_loss: 0.0311828 | Time: 2228.14 ms [2021-11-29 09:58:42 main:574] : INFO : Epoch 1947 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2200.2 ms [2021-11-29 09:58:44 main:574] : INFO : Epoch 1948 | loss: 0.0311845 | val_loss: 0.0311826 | Time: 2264.1 ms [2021-11-29 09:58:46 main:574] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311822 | Time: 2222.08 ms [2021-11-29 09:58:48 main:574] : INFO : Epoch 1950 | loss: 0.0311836 | val_loss: 0.031183 | Time: 2202.13 ms [2021-11-29 09:58:51 main:574] : INFO : Epoch 1951 | loss: 0.0311819 | val_loss: 0.0311818 | Time: 2219.81 ms [2021-11-29 09:58:53 main:574] : INFO : Epoch 1952 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 2251.77 ms [2021-11-29 09:58:55 main:574] : INFO : Epoch 1953 | loss: 0.0311814 | val_loss: 0.031181 | Time: 2226.26 ms [2021-11-29 09:58:57 main:574] : INFO : Epoch 1954 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 2226.32 ms [2021-11-29 09:59:00 main:574] : INFO : Epoch 1955 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 2253.57 ms [2021-11-29 09:59:02 main:574] : INFO : Epoch 1956 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 2244.22 ms [2021-11-29 09:59:04 main:574] : INFO : Epoch 1957 | loss: 0.03118 | val_loss: 0.0311843 | Time: 2228.54 ms [2021-11-29 09:59:06 main:574] : INFO : Epoch 1958 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 2201.8 ms [2021-11-29 09:59:08 main:574] : INFO : Epoch 1959 | loss: 0.031179 | val_loss: 0.031181 | Time: 2262.24 ms [2021-11-29 09:59:11 main:574] : INFO : Epoch 1960 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 2228.66 ms [2021-11-29 09:59:13 main:574] : INFO : Epoch 1961 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 2219.52 ms [2021-11-29 09:59:15 main:574] : INFO : Epoch 1962 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2184.61 ms [2021-11-29 09:59:17 main:574] : INFO : Epoch 1963 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 2235.1 ms [2021-11-29 09:59:20 main:574] : INFO : Epoch 1964 | loss: 0.0311838 | val_loss: 0.0311808 | Time: 2247.22 ms [2021-11-29 09:59:22 main:574] : INFO : Epoch 1965 | loss: 0.0311818 | val_loss: 0.0311814 | Time: 2252.22 ms [2021-11-29 09:59:24 main:574] : INFO : Epoch 1966 | loss: 0.0311819 | val_loss: 0.0311794 | Time: 2215.27 ms [2021-11-29 09:59:26 main:574] : INFO : Epoch 1967 | loss: 0.0311824 | val_loss: 0.0311793 | Time: 2223.96 ms [2021-11-29 09:59:29 main:574] : INFO : Epoch 1968 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 2249.24 ms [2021-11-29 09:59:31 main:574] : INFO : Epoch 1969 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 2223.59 ms [2021-11-29 09:59:33 main:574] : INFO : Epoch 1970 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 2221.41 ms [2021-11-29 09:59:35 main:574] : INFO : Epoch 1971 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2214.44 ms [2021-11-29 09:59:37 main:574] : INFO : Epoch 1972 | loss: 0.031179 | val_loss: 0.0311809 | Time: 2241.2 ms [2021-11-29 09:59:40 main:574] : INFO : Epoch 1973 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 2203.27 ms [2021-11-29 09:59:42 main:574] : INFO : Epoch 1974 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2214.67 ms [2021-11-29 09:59:44 main:574] : INFO : Epoch 1975 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2212.63 ms [2021-11-29 09:59:46 main:574] : INFO : Epoch 1976 | loss: 0.0311845 | val_loss: 0.0312074 | Time: 2215.4 ms [2021-11-29 09:59:49 main:574] : INFO : Epoch 1977 | loss: 0.0311871 | val_loss: 0.0311817 | Time: 2221.78 ms [2021-11-29 09:59:51 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 2197.69 ms [2021-11-29 09:59:53 main:574] : INFO : Epoch 1979 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 2230.59 ms [2021-11-29 09:59:55 main:574] : INFO : Epoch 1980 | loss: 0.0311819 | val_loss: 0.0311943 | Time: 2239.97 ms [2021-11-29 09:59:57 main:574] : INFO : Epoch 1981 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 2194.19 ms [2021-11-29 10:00:00 main:574] : INFO : Epoch 1982 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 2231.87 ms [2021-11-29 10:00:02 main:574] : INFO : Epoch 1983 | loss: 0.031181 | val_loss: 0.0311889 | Time: 2212.12 ms [2021-11-29 10:00:04 main:574] : INFO : Epoch 1984 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 2212.32 ms [2021-11-29 10:00:06 main:574] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311821 | Time: 2211.04 ms [2021-11-29 10:00:09 main:574] : INFO : Epoch 1986 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2218.81 ms [2021-11-29 10:00:11 main:574] : INFO : Epoch 1987 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2201.91 ms [2021-11-29 10:00:13 main:574] : INFO : Epoch 1988 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 2218.52 ms [2021-11-29 10:00:15 main:574] : INFO : Epoch 1989 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2225.52 ms [2021-11-29 10:00:17 main:574] : INFO : Epoch 1990 | loss: 0.031179 | val_loss: 0.0311884 | Time: 2251.85 ms [2021-11-29 10:00:20 main:574] : INFO : Epoch 1991 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2239.23 ms [2021-11-29 10:00:22 main:574] : INFO : Epoch 1992 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2262.46 ms [2021-11-29 10:00:24 main:574] : INFO : Epoch 1993 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 2224.84 ms [2021-11-29 10:00:26 main:574] : INFO : Epoch 1994 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 2247.03 ms [2021-11-29 10:00:29 main:574] : INFO : Epoch 1995 | loss: 0.031178 | val_loss: 0.0311839 | Time: 2231.73 ms [2021-11-29 10:00:31 main:574] : INFO : Epoch 1996 | loss: 0.0311815 | val_loss: 0.0311812 | Time: 2238.76 ms [2021-11-29 10:00:33 main:574] : INFO : Epoch 1997 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 2233.06 ms [2021-11-29 10:00:35 main:574] : INFO : Epoch 1998 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 2228.13 ms [2021-11-29 10:00:38 main:574] : INFO : Epoch 1999 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 2203.84 ms [2021-11-29 10:00:40 main:574] : INFO : Epoch 2000 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2213.41 ms [2021-11-29 10:00:42 main:574] : INFO : Epoch 2001 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 2217.59 ms [2021-11-29 10:00:44 main:574] : INFO : Epoch 2002 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2210 ms [2021-11-29 10:00:46 main:574] : INFO : Epoch 2003 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 2223.01 ms [2021-11-29 10:00:49 main:574] : INFO : Epoch 2004 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 2212.41 ms [2021-11-29 10:00:51 main:574] : INFO : Epoch 2005 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 2253.48 ms [2021-11-29 10:00:53 main:574] : INFO : Epoch 2006 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 2258.51 ms [2021-11-29 10:00:55 main:574] : INFO : Epoch 2007 | loss: 0.0311859 | val_loss: 0.0311812 | Time: 2224.77 ms [2021-11-29 10:00:58 main:574] : INFO : Epoch 2008 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 2228.42 ms [2021-11-29 10:01:00 main:574] : INFO : Epoch 2009 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 2207 ms [2021-11-29 10:01:02 main:574] : INFO : Epoch 2010 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 2214.4 ms [2021-11-29 10:01:04 main:574] : INFO : Epoch 2011 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2256.17 ms [2021-11-29 10:01:07 main:574] : INFO : Epoch 2012 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2191.74 ms [2021-11-29 10:01:09 main:574] : INFO : Epoch 2013 | loss: 0.0311802 | val_loss: 0.0311858 | Time: 2250.92 ms [2021-11-29 10:01:11 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.031183 | Time: 2216.32 ms [2021-11-29 10:01:13 main:574] : INFO : Epoch 2015 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2255.28 ms [2021-11-29 10:01:16 main:574] : INFO : Epoch 2016 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 2242.64 ms [2021-11-29 10:01:18 main:574] : INFO : Epoch 2017 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 2218.67 ms [2021-11-29 10:01:20 main:574] : INFO : Epoch 2018 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 1760.56 ms [2021-11-29 10:01:21 main:574] : INFO : Epoch 2019 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 1671.87 ms [2021-11-29 10:01:23 main:574] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 2008.26 ms [2021-11-29 10:01:25 main:574] : INFO : Epoch 2021 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 1643.64 ms [2021-11-29 10:01:27 main:574] : INFO : Epoch 2022 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 1646.6 ms [2021-11-29 10:01:28 main:574] : INFO : Epoch 2023 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 1647.96 ms [2021-11-29 10:01:30 main:574] : INFO : Epoch 2024 | loss: 0.0311757 | val_loss: 0.031182 | Time: 1636.17 ms [2021-11-29 10:01:31 main:574] : INFO : Epoch 2025 | loss: 0.0311754 | val_loss: 0.0311869 | Time: 1688.03 ms [2021-11-29 10:01:33 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1663.65 ms [2021-11-29 10:01:35 main:574] : INFO : Epoch 2027 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 1653.1 ms [2021-11-29 10:01:36 main:574] : INFO : Epoch 2028 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1662.11 ms [2021-11-29 10:01:38 main:574] : INFO : Epoch 2029 | loss: 0.0311769 | val_loss: 0.0311881 | Time: 1642.58 ms [2021-11-29 10:01:40 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1635.58 ms [2021-11-29 10:01:41 main:574] : INFO : Epoch 2031 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 1661.83 ms [2021-11-29 10:01:43 main:574] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1625.21 ms [2021-11-29 10:01:45 main:574] : INFO : Epoch 2033 | loss: 0.031175 | val_loss: 0.0311836 | Time: 1646.88 ms [2021-11-29 10:01:46 main:574] : INFO : Epoch 2034 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1663.65 ms [2021-11-29 10:01:48 main:574] : INFO : Epoch 2035 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1625.2 ms [2021-11-29 10:01:50 main:574] : INFO : Epoch 2036 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 1677.45 ms [2021-11-29 10:01:51 main:574] : INFO : Epoch 2037 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1670.27 ms [2021-11-29 10:01:53 main:574] : INFO : Epoch 2038 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 1665.8 ms [2021-11-29 10:01:55 main:574] : INFO : Epoch 2039 | loss: 0.0311735 | val_loss: 0.031182 | Time: 1660.49 ms [2021-11-29 10:01:56 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1648.07 ms [2021-11-29 10:01:58 main:574] : INFO : Epoch 2041 | loss: 0.0311775 | val_loss: 0.031184 | Time: 1633.39 ms [2021-11-29 10:02:00 main:574] : INFO : Epoch 2042 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 1661.46 ms [2021-11-29 10:02:01 main:574] : INFO : Epoch 2043 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 1672.61 ms [2021-11-29 10:02:03 main:574] : INFO : Epoch 2044 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 1642.86 ms [2021-11-29 10:02:05 main:574] : INFO : Epoch 2045 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1645.96 ms [2021-11-29 10:02:06 main:574] : INFO : Epoch 2046 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1664.48 ms [2021-11-29 10:02:08 main:574] : INFO : Epoch 2047 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 1664.12 ms [2021-11-29 10:02:10 main:574] : INFO : Epoch 2048 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 1645.44 ms [2021-11-29 10:02:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829 [2021-11-29 10:02:10 main:603] : INFO : Saving end state to config to file [2021-11-29 10:02:10 main:608] : INFO : Success, exiting.. 10:02:10 (12508): 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)