Task 9111842
| Name | ParityModified-1636228824-9818-2-0_0 |
| Workunit | 6555166 |
| Created | 22 Nov 2021, 14:47:18 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 2:40:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 46 sec |
| CPU time | 1 hours 15 min 19 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> NFO : Epoch 1542 | loss: 0.0311748 | val_loss: 0.0311732 | Time: 2208.87 ms [2021-11-29 03:21:48 main:574] : INFO : Epoch 1543 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 2229.57 ms [2021-11-29 03:21:50 main:574] : INFO : Epoch 1544 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 2235.78 ms [2021-11-29 03:21:52 main:574] : INFO : Epoch 1545 | loss: 0.0311716 | val_loss: 0.0311698 | Time: 2214.63 ms [2021-11-29 03:21:54 main:574] : INFO : Epoch 1546 | loss: 0.0311748 | val_loss: 0.0311737 | Time: 2212.57 ms [2021-11-29 03:21:57 main:574] : INFO : Epoch 1547 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 2222.84 ms [2021-11-29 03:21:59 main:574] : INFO : Epoch 1548 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 2224.14 ms [2021-11-29 03:22:01 main:574] : INFO : Epoch 1549 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 2233.92 ms [2021-11-29 03:22:03 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 2227.11 ms [2021-11-29 03:22:06 main:574] : INFO : Epoch 1551 | loss: 0.0311685 | val_loss: 0.0311707 | Time: 2201.17 ms [2021-11-29 03:22:08 main:574] : INFO : Epoch 1552 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2189.84 ms [2021-11-29 03:22:10 main:574] : INFO : Epoch 1553 | loss: 0.0311723 | val_loss: 0.0311722 | Time: 2229.13 ms [2021-11-29 03:22:12 main:574] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 2218.54 ms [2021-11-29 03:22:14 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311713 | Time: 2218.93 ms [2021-11-29 03:22:17 main:574] : INFO : Epoch 1556 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 2185.33 ms [2021-11-29 03:22:19 main:574] : INFO : Epoch 1557 | loss: 0.03117 | val_loss: 0.0311713 | Time: 2206.75 ms [2021-11-29 03:22:21 main:574] : INFO : Epoch 1558 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 2178.65 ms [2021-11-29 03:22:23 main:574] : INFO : Epoch 1559 | loss: 0.0311697 | val_loss: 0.0311706 | Time: 2188.07 ms [2021-11-29 03:22:25 main:574] : INFO : Epoch 1560 | loss: 0.0311702 | val_loss: 0.03117 | Time: 2217.65 ms [2021-11-29 03:22:28 main:574] : INFO : Epoch 1561 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2222.14 ms [2021-11-29 03:22:30 main:574] : INFO : Epoch 1562 | loss: 0.0311708 | val_loss: 0.031171 | Time: 2223.23 ms [2021-11-29 03:22:32 main:574] : INFO : Epoch 1563 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 2200.19 ms [2021-11-29 03:22:34 main:574] : INFO : Epoch 1564 | loss: 0.0311697 | val_loss: 0.0311713 | Time: 2220.26 ms [2021-11-29 03:22:37 main:574] : INFO : Epoch 1565 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 2220.03 ms [2021-11-29 03:22:39 main:574] : INFO : Epoch 1566 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2226.5 ms [2021-11-29 03:22:41 main:574] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311689 | Time: 2210.18 ms [2021-11-29 03:22:43 main:574] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311715 | Time: 2229.28 ms [2021-11-29 03:22:45 main:574] : INFO : Epoch 1569 | loss: 0.031172 | val_loss: 0.031172 | Time: 2184.59 ms [2021-11-29 03:22:48 main:574] : INFO : Epoch 1570 | loss: 0.0311717 | val_loss: 0.0311703 | Time: 2195.54 ms [2021-11-29 03:22:50 main:574] : INFO : Epoch 1571 | loss: 0.0311693 | val_loss: 0.0311701 | Time: 2223.7 ms [2021-11-29 03:22:52 main:574] : INFO : Epoch 1572 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 2221.32 ms [2021-11-29 03:22:54 main:574] : INFO : Epoch 1573 | loss: 0.03117 | val_loss: 0.0311706 | Time: 2205.26 ms [2021-11-29 03:22:56 main:574] : INFO : Epoch 1574 | loss: 0.0311668 | val_loss: 0.0311685 | Time: 2207.52 ms [2021-11-29 03:22:59 main:574] : INFO : Epoch 1575 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 2207.85 ms [2021-11-29 03:23:01 main:574] : INFO : Epoch 1576 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 2201.88 ms [2021-11-29 03:23:03 main:574] : INFO : Epoch 1577 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 2228.71 ms [2021-11-29 03:23:05 main:574] : INFO : Epoch 1578 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 2217.47 ms [2021-11-29 03:23:08 main:574] : INFO : Epoch 1579 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 2191.25 ms [2021-11-29 03:23:10 main:574] : INFO : Epoch 1580 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 2207.27 ms [2021-11-29 03:23:12 main:574] : INFO : Epoch 1581 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 2228.29 ms [2021-11-29 03:23:14 main:574] : INFO : Epoch 1582 | loss: 0.031169 | val_loss: 0.031169 | Time: 2202.97 ms [2021-11-29 03:23:16 main:574] : INFO : Epoch 1583 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 2197.83 ms [2021-11-29 03:23:19 main:574] : INFO : Epoch 1584 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2204.02 ms [2021-11-29 03:23:21 main:574] : INFO : Epoch 1585 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 2237.18 ms [2021-11-29 03:23:23 main:574] : INFO : Epoch 1586 | loss: 0.0311662 | val_loss: 0.031169 | Time: 2209.58 ms [2021-11-29 03:23:25 main:574] : INFO : Epoch 1587 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 2236.21 ms [2021-11-29 03:23:28 main:574] : INFO : Epoch 1588 | loss: 0.0311657 | val_loss: 0.0311671 | Time: 2208.99 ms [2021-11-29 03:23:30 main:574] : INFO : Epoch 1589 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 2235.74 ms [2021-11-29 03:23:32 main:574] : INFO : Epoch 1590 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 2204.98 ms [2021-11-29 03:23:34 main:574] : INFO : Epoch 1591 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2231.24 ms [2021-11-29 03:23:36 main:574] : INFO : Epoch 1592 | loss: 0.0311731 | val_loss: 0.0311721 | Time: 2210.92 ms [2021-11-29 03:23:39 main:574] : INFO : Epoch 1593 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 2208.86 ms [2021-11-29 03:23:41 main:574] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 2238.82 ms [2021-11-29 03:23:43 main:574] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.031171 | Time: 2223.7 ms [2021-11-29 03:23:45 main:574] : INFO : Epoch 1596 | loss: 0.0311712 | val_loss: 0.031171 | Time: 2228.23 ms [2021-11-29 03:23:48 main:574] : INFO : Epoch 1597 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 2207.51 ms [2021-11-29 03:23:50 main:574] : INFO : Epoch 1598 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 2229.08 ms [2021-11-29 03:23:52 main:574] : INFO : Epoch 1599 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 2214.66 ms [2021-11-29 03:23:54 main:574] : INFO : Epoch 1600 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 2210.1 ms [2021-11-29 03:23:56 main:574] : INFO : Epoch 1601 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 2226.21 ms [2021-11-29 03:23:59 main:574] : INFO : Epoch 1602 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2232.81 ms [2021-11-29 03:24:01 main:574] : INFO : Epoch 1603 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 2215.66 ms [2021-11-29 03:24:03 main:574] : INFO : Epoch 1604 | loss: 0.0311734 | val_loss: 0.031177 | Time: 2210.58 ms [2021-11-29 03:24:05 main:574] : INFO : Epoch 1605 | loss: 0.031173 | val_loss: 0.0311701 | Time: 2216.71 ms [2021-11-29 03:24:07 main:574] : INFO : Epoch 1606 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 2161.56 ms [2021-11-29 03:24:10 main:574] : INFO : Epoch 1607 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 2219.97 ms [2021-11-29 03:24:12 main:574] : INFO : Epoch 1608 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 2222.65 ms [2021-11-29 03:24:14 main:574] : INFO : Epoch 1609 | loss: 0.0311827 | val_loss: 0.0311815 | Time: 2206.72 ms [2021-11-29 03:24:16 main:574] : INFO : Epoch 1610 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 2202.97 ms [2021-11-29 03:24:19 main:574] : INFO : Epoch 1611 | loss: 0.031183 | val_loss: 0.0311825 | Time: 2207.44 ms [2021-11-29 03:24:21 main:574] : INFO : Epoch 1612 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 2211.68 ms [2021-11-29 03:24:23 main:574] : INFO : Epoch 1613 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 2168.03 ms [2021-11-29 03:24:25 main:574] : INFO : Epoch 1614 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 2237.38 ms [2021-11-29 03:24:27 main:574] : INFO : Epoch 1615 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 2202.88 ms [2021-11-29 03:24:30 main:574] : INFO : Epoch 1616 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 2208.72 ms [2021-11-29 03:24:32 main:574] : INFO : Epoch 1617 | loss: 0.0311781 | val_loss: 0.0311754 | Time: 2226.28 ms [2021-11-29 03:24:34 main:574] : INFO : Epoch 1618 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 2213.16 ms [2021-11-29 03:24:36 main:574] : INFO : Epoch 1619 | loss: 0.03118 | val_loss: 0.0311739 | Time: 2221.32 ms [2021-11-29 03:24:38 main:574] : INFO : Epoch 1620 | loss: 0.031176 | val_loss: 0.0311759 | Time: 2216.62 ms [2021-11-29 03:24:41 main:574] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2197.3 ms [2021-11-29 03:24:43 main:574] : INFO : Epoch 1622 | loss: 0.0311748 | val_loss: 0.0311753 | Time: 2208.26 ms [2021-11-29 03:24:45 main:574] : INFO : Epoch 1623 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 2217.92 ms [2021-11-29 03:24:47 main:574] : INFO : Epoch 1624 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 2221.26 ms [2021-11-29 03:24:50 main:574] : INFO : Epoch 1625 | loss: 0.0311731 | val_loss: 0.0311741 | Time: 2213.14 ms [2021-11-29 03:24:52 main:574] : INFO : Epoch 1626 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 2196.95 ms [2021-11-29 03:24:54 main:574] : INFO : Epoch 1627 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 2219.9 ms [2021-11-29 03:24:56 main:574] : INFO : Epoch 1628 | loss: 0.0311746 | val_loss: 0.031173 | Time: 2214.37 ms [2021-11-29 03:24:58 main:574] : INFO : Epoch 1629 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2228.67 ms [2021-11-29 03:25:01 main:574] : INFO : Epoch 1630 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 2226.8 ms [2021-11-29 03:25:03 main:574] : INFO : Epoch 1631 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 2264.3 ms [2021-11-29 03:25:05 main:574] : INFO : Epoch 1632 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 2227.22 ms [2021-11-29 03:25:07 main:574] : INFO : Epoch 1633 | loss: 0.0311822 | val_loss: 0.0311793 | Time: 2203.74 ms [2021-11-29 03:25:10 main:574] : INFO : Epoch 1634 | loss: 0.0311794 | val_loss: 0.0311759 | Time: 2223.74 ms [2021-11-29 03:25:12 main:574] : INFO : Epoch 1635 | loss: 0.0311796 | val_loss: 0.0311753 | Time: 2208.14 ms [2021-11-29 03:25:14 main:574] : INFO : Epoch 1636 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 2201.65 ms [2021-11-29 03:25:16 main:574] : INFO : Epoch 1637 | loss: 0.031175 | val_loss: 0.0311748 | Time: 2204.06 ms [2021-11-29 03:25:18 main:574] : INFO : Epoch 1638 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 2240.39 ms [2021-11-29 03:25:21 main:574] : INFO : Epoch 1639 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 2220.94 ms [2021-11-29 03:25:23 main:574] : INFO : Epoch 1640 | loss: 0.031174 | val_loss: 0.0311732 | Time: 2226.91 ms [2021-11-29 03:25:25 main:574] : INFO : Epoch 1641 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 2216.01 ms [2021-11-29 03:25:27 main:574] : INFO : Epoch 1642 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 2220.66 ms [2021-11-29 03:25:30 main:574] : INFO : Epoch 1643 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 2221.77 ms [2021-11-29 03:25:32 main:574] : INFO : Epoch 1644 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 2210.29 ms [2021-11-29 03:25:34 main:574] : INFO : Epoch 1645 | loss: 0.0311901 | val_loss: 0.0311939 | Time: 2185.86 ms [2021-11-29 03:25:36 main:574] : INFO : Epoch 1646 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 2215.01 ms [2021-11-29 03:25:38 main:574] : INFO : Epoch 1647 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 2216.12 ms [2021-11-29 03:25:41 main:574] : INFO : Epoch 1648 | loss: 0.0311948 | val_loss: 0.0311977 | Time: 2245.78 ms [2021-11-29 03:25:43 main:574] : INFO : Epoch 1649 | loss: 0.031193 | val_loss: 0.0311966 | Time: 2215.73 ms [2021-11-29 03:25:45 main:574] : INFO : Epoch 1650 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 2225.85 ms [2021-11-29 03:25:47 main:574] : INFO : Epoch 1651 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 2187.92 ms [2021-11-29 03:25:50 main:574] : INFO : Epoch 1652 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 2243.65 ms [2021-11-29 03:25:52 main:574] : INFO : Epoch 1653 | loss: 0.0311898 | val_loss: 0.0311939 | Time: 2208.71 ms [2021-11-29 03:25:54 main:574] : INFO : Epoch 1654 | loss: 0.0312004 | val_loss: 0.0312038 | Time: 2195.39 ms [2021-11-29 03:25:56 main:574] : INFO : Epoch 1655 | loss: 0.0312048 | val_loss: 0.0312059 | Time: 2206.45 ms [2021-11-29 03:25:58 main:574] : INFO : Epoch 1656 | loss: 0.0312047 | val_loss: 0.031209 | Time: 2220.37 ms [2021-11-29 03:26:01 main:574] : INFO : Epoch 1657 | loss: 0.0312034 | val_loss: 0.031212 | Time: 2199.69 ms [2021-11-29 03:26:03 main:574] : INFO : Epoch 1658 | loss: 0.0312037 | val_loss: 0.0312065 | Time: 2208.39 ms [2021-11-29 03:26:05 main:574] : INFO : Epoch 1659 | loss: 0.0311997 | val_loss: 0.0312008 | Time: 2214.84 ms [2021-11-29 03:26:07 main:574] : INFO : Epoch 1660 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 2189.41 ms [2021-11-29 03:26:09 main:574] : INFO : Epoch 1661 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2210.51 ms [2021-11-29 03:26:12 main:574] : INFO : Epoch 1662 | loss: 0.0311947 | val_loss: 0.0312006 | Time: 2227.31 ms [2021-11-29 03:26:14 main:574] : INFO : Epoch 1663 | loss: 0.0311949 | val_loss: 0.0311989 | Time: 2209 ms [2021-11-29 03:26:16 main:574] : INFO : Epoch 1664 | loss: 0.0311937 | val_loss: 0.0311971 | Time: 2207.83 ms [2021-11-29 03:26:18 main:574] : INFO : Epoch 1665 | loss: 0.0311933 | val_loss: 0.0311972 | Time: 2222.43 ms [2021-11-29 03:26:21 main:574] : INFO : Epoch 1666 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 2233.46 ms [2021-11-29 03:26:23 main:574] : INFO : Epoch 1667 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 2224.64 ms [2021-11-29 03:26:25 main:574] : INFO : Epoch 1668 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 2205.3 ms [2021-11-29 03:26:27 main:574] : INFO : Epoch 1669 | loss: 0.0311908 | val_loss: 0.0312005 | Time: 2221.68 ms [2021-11-29 03:26:29 main:574] : INFO : Epoch 1670 | loss: 0.0311919 | val_loss: 0.031192 | Time: 2228.57 ms [2021-11-29 03:26:32 main:574] : INFO : Epoch 1671 | loss: 0.0311941 | val_loss: 0.0311941 | Time: 2207.42 ms [2021-11-29 03:26:34 main:574] : INFO : Epoch 1672 | loss: 0.0311931 | val_loss: 0.0311899 | Time: 2229.37 ms [2021-11-29 03:26:36 main:574] : INFO : Epoch 1673 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 2196.61 ms [2021-11-29 03:26:38 main:574] : INFO : Epoch 1674 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 2216.73 ms [2021-11-29 03:26:41 main:574] : INFO : Epoch 1675 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 2209.64 ms [2021-11-29 03:26:43 main:574] : INFO : Epoch 1676 | loss: 0.0311913 | val_loss: 0.031191 | Time: 2180.04 ms [2021-11-29 03:26:45 main:574] : INFO : Epoch 1677 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 2231.05 ms [2021-11-29 03:26:47 main:574] : INFO : Epoch 1678 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 2208.83 ms [2021-11-29 03:26:49 main:574] : INFO : Epoch 1679 | loss: 0.0311905 | val_loss: 0.0311932 | Time: 2199.88 ms [2021-11-29 03:26:52 main:574] : INFO : Epoch 1680 | loss: 0.0311893 | val_loss: 0.0311903 | Time: 2192.28 ms [2021-11-29 03:26:54 main:574] : INFO : Epoch 1681 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 2220.62 ms [2021-11-29 03:26:56 main:574] : INFO : Epoch 1682 | loss: 0.031191 | val_loss: 0.031192 | Time: 2220.07 ms [2021-11-29 03:26:58 main:574] : INFO : Epoch 1683 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 2209.9 ms [2021-11-29 03:27:00 main:574] : INFO : Epoch 1684 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 2206.48 ms [2021-11-29 03:27:03 main:574] : INFO : Epoch 1685 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2232.37 ms [2021-11-29 03:27:05 main:574] : INFO : Epoch 1686 | loss: 0.031188 | val_loss: 0.0311876 | Time: 2200.86 ms [2021-11-29 03:27:07 main:574] : INFO : Epoch 1687 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 2225.51 ms [2021-11-29 03:27:09 main:574] : INFO : Epoch 1688 | loss: 0.031187 | val_loss: 0.0311883 | Time: 2199.07 ms [2021-11-29 03:27:11 main:574] : INFO : Epoch 1689 | loss: 0.0311865 | val_loss: 0.0311876 | Time: 2184.24 ms [2021-11-29 03:27:14 main:574] : INFO : Epoch 1690 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 2228.74 ms [2021-11-29 03:27:16 main:574] : INFO : Epoch 1691 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 2235.91 ms [2021-11-29 03:27:18 main:574] : INFO : Epoch 1692 | loss: 0.0311857 | val_loss: 0.0311889 | Time: 2180.51 ms [2021-11-29 03:27:20 main:574] : INFO : Epoch 1693 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 2211.47 ms [2021-11-29 03:27:23 main:574] : INFO : Epoch 1694 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 2212.12 ms [2021-11-29 03:27:25 main:574] : INFO : Epoch 1695 | loss: 0.0311855 | val_loss: 0.0311882 | Time: 2214.2 ms [2021-11-29 03:27:27 main:574] : INFO : Epoch 1696 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 2224.15 ms [2021-11-29 03:27:29 main:574] : INFO : Epoch 1697 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 2198.61 ms [2021-11-29 03:27:31 main:574] : INFO : Epoch 1698 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 2238.78 ms [2021-11-29 03:27:34 main:574] : INFO : Epoch 1699 | loss: 0.0311852 | val_loss: 0.031188 | Time: 2262.25 ms [2021-11-29 03:27:36 main:574] : INFO : Epoch 1700 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 2207.31 ms [2021-11-29 03:27:38 main:574] : INFO : Epoch 1701 | loss: 0.0311848 | val_loss: 0.0311922 | Time: 2218.99 ms [2021-11-29 03:27:40 main:574] : INFO : Epoch 1702 | loss: 0.031186 | val_loss: 0.0311884 | Time: 2193.58 ms [2021-11-29 03:27:43 main:574] : INFO : Epoch 1703 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 2185.38 ms [2021-11-29 03:27:45 main:574] : INFO : Epoch 1704 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 2242.14 ms [2021-11-29 03:27:47 main:574] : INFO : Epoch 1705 | loss: 0.031185 | val_loss: 0.0311927 | Time: 2203.95 ms [2021-11-29 03:27:49 main:574] : INFO : Epoch 1706 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 2211.04 ms [2021-11-29 03:27:51 main:574] : INFO : Epoch 1707 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2197.57 ms [2021-11-29 03:27:54 main:574] : INFO : Epoch 1708 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 2206.97 ms [2021-11-29 03:27:56 main:574] : INFO : Epoch 1709 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 2210.54 ms [2021-11-29 03:27:58 main:574] : INFO : Epoch 1710 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 2218.97 ms [2021-11-29 03:28:00 main:574] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 2213.57 ms [2021-11-29 03:28:02 main:574] : INFO : Epoch 1712 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 2220.13 ms [2021-11-29 03:28:05 main:574] : INFO : Epoch 1713 | loss: 0.0311831 | val_loss: 0.0311873 | Time: 2208.43 ms [2021-11-29 03:28:07 main:574] : INFO : Epoch 1714 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 2227.01 ms [2021-11-29 03:28:09 main:574] : INFO : Epoch 1715 | loss: 0.0311844 | val_loss: 0.0311859 | Time: 2205.29 ms [2021-11-29 03:28:11 main:574] : INFO : Epoch 1716 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 2225.06 ms [2021-11-29 03:28:14 main:574] : INFO : Epoch 1717 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 2195.54 ms [2021-11-29 03:28:16 main:574] : INFO : Epoch 1718 | loss: 0.0311822 | val_loss: 0.0311883 | Time: 2233.54 ms [2021-11-29 03:28:18 main:574] : INFO : Epoch 1719 | loss: 0.031182 | val_loss: 0.0311899 | Time: 2230.24 ms [2021-11-29 03:28:20 main:574] : INFO : Epoch 1720 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 2201.44 ms [2021-11-29 03:28:22 main:574] : INFO : Epoch 1721 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 2203.7 ms [2021-11-29 03:28:25 main:574] : INFO : Epoch 1722 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 2237.15 ms [2021-11-29 03:28:27 main:574] : INFO : Epoch 1723 | loss: 0.0311862 | val_loss: 0.0311984 | Time: 2196.24 ms [2021-11-29 03:28:29 main:574] : INFO : Epoch 1724 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 2201.97 ms [2021-11-29 03:28:31 main:574] : INFO : Epoch 1725 | loss: 0.0311914 | val_loss: 0.0311897 | Time: 2197.31 ms [2021-11-29 03:28:34 main:574] : INFO : Epoch 1726 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 2219.59 ms [2021-11-29 03:28:36 main:574] : INFO : Epoch 1727 | loss: 0.0311879 | val_loss: 0.0311861 | Time: 2208.16 ms [2021-11-29 03:28:38 main:574] : INFO : Epoch 1728 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 2226.1 ms [2021-11-29 03:28:40 main:574] : INFO : Epoch 1729 | loss: 0.0311861 | val_loss: 0.0311883 | Time: 2223.47 ms [2021-11-29 03:28:42 main:574] : INFO : Epoch 1730 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 2232.16 ms [2021-11-29 03:28:45 main:574] : INFO : Epoch 1731 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 2214 ms [2021-11-29 03:28:47 main:574] : INFO : Epoch 1732 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 2242.37 ms [2021-11-29 03:28:49 main:574] : INFO : Epoch 1733 | loss: 0.0311888 | val_loss: 0.0311883 | Time: 2232.64 ms [2021-11-29 03:28:51 main:574] : INFO : Epoch 1734 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 2231.97 ms [2021-11-29 03:28:54 main:574] : INFO : Epoch 1735 | loss: 0.0311838 | val_loss: 0.031185 | Time: 2231.58 ms [2021-11-29 03:28:56 main:574] : INFO : Epoch 1736 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2240.25 ms [2021-11-29 03:28:58 main:574] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.031187 | Time: 2248.91 ms [2021-11-29 03:29:00 main:574] : INFO : Epoch 1738 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 2239.85 ms [2021-11-29 03:29:03 main:574] : INFO : Epoch 1739 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 2216.2 ms [2021-11-29 03:29:05 main:574] : INFO : Epoch 1740 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 2221.14 ms [2021-11-29 03:29:07 main:574] : INFO : Epoch 1741 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 2209.2 ms [2021-11-29 03:29:09 main:574] : INFO : Epoch 1742 | loss: 0.0311834 | val_loss: 0.0311879 | Time: 2209.78 ms [2021-11-29 03:29:11 main:574] : INFO : Epoch 1743 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 2202.89 ms [2021-11-29 03:29:14 main:574] : INFO : Epoch 1744 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2235.29 ms [2021-11-29 03:29:16 main:574] : INFO : Epoch 1745 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 2211.05 ms [2021-11-29 03:29:18 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311854 | Time: 2230.33 ms [2021-11-29 03:29:20 main:574] : INFO : Epoch 1747 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 2218.43 ms [2021-11-29 03:29:23 main:574] : INFO : Epoch 1748 | loss: 0.0311945 | val_loss: 0.0311955 | Time: 2237.98 ms [2021-11-29 03:29:25 main:574] : INFO : Epoch 1749 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 2200.48 ms [2021-11-29 03:29:27 main:574] : INFO : Epoch 1750 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 2233.75 ms [2021-11-29 03:29:29 main:574] : INFO : Epoch 1751 | loss: 0.0312067 | val_loss: 0.0312038 | Time: 2206.05 ms [2021-11-29 03:29:31 main:574] : INFO : Epoch 1752 | loss: 0.0312006 | val_loss: 0.0311951 | Time: 2213.94 ms [2021-11-29 03:29:34 main:574] : INFO : Epoch 1753 | loss: 0.031196 | val_loss: 0.0311951 | Time: 2200.1 ms [2021-11-29 03:29:36 main:574] : INFO : Epoch 1754 | loss: 0.0311945 | val_loss: 0.0311937 | Time: 2221.47 ms [2021-11-29 03:29:38 main:574] : INFO : Epoch 1755 | loss: 0.031197 | val_loss: 0.0311986 | Time: 2213.66 ms [2021-11-29 03:29:40 main:574] : INFO : Epoch 1756 | loss: 0.0311969 | val_loss: 0.0311951 | Time: 2212.15 ms [2021-11-29 03:29:42 main:574] : INFO : Epoch 1757 | loss: 0.031195 | val_loss: 0.031192 | Time: 2222.02 ms [2021-11-29 03:29:45 main:574] : INFO : Epoch 1758 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 2225.24 ms [2021-11-29 03:29:47 main:574] : INFO : Epoch 1759 | loss: 0.0311962 | val_loss: 0.031196 | Time: 2217.16 ms [2021-11-29 03:29:49 main:574] : INFO : Epoch 1760 | loss: 0.031193 | val_loss: 0.0311967 | Time: 2215.07 ms [2021-11-29 03:29:51 main:574] : INFO : Epoch 1761 | loss: 0.0311937 | val_loss: 0.031199 | Time: 2221.53 ms [2021-11-29 03:29:54 main:574] : INFO : Epoch 1762 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 2210.52 ms [2021-11-29 03:29:56 main:574] : INFO : Epoch 1763 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 2223.24 ms [2021-11-29 03:29:58 main:574] : INFO : Epoch 1764 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 2222.48 ms [2021-11-29 03:30:00 main:574] : INFO : Epoch 1765 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 2218.54 ms [2021-11-29 03:30:02 main:574] : INFO : Epoch 1766 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2228.98 ms [2021-11-29 03:30:05 main:574] : INFO : Epoch 1767 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 2218.84 ms [2021-11-29 03:30:07 main:574] : INFO : Epoch 1768 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 2235.57 ms [2021-11-29 03:30:09 main:574] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 2227.77 ms [2021-11-29 03:30:11 main:574] : INFO : Epoch 1770 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 2235.56 ms [2021-11-29 03:30:14 main:574] : INFO : Epoch 1771 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 2202.72 ms [2021-11-29 03:30:16 main:574] : INFO : Epoch 1772 | loss: 0.0311856 | val_loss: 0.0311914 | Time: 2210.52 ms [2021-11-29 03:30:18 main:574] : INFO : Epoch 1773 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 2205.98 ms [2021-11-29 03:30:20 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 2209.56 ms [2021-11-29 03:30:23 main:574] : INFO : Epoch 1775 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 2248.93 ms [2021-11-29 03:30:25 main:574] : INFO : Epoch 1776 | loss: 0.0311876 | val_loss: 0.0311895 | Time: 2197.84 ms [2021-11-29 03:30:27 main:574] : INFO : Epoch 1777 | loss: 0.0311876 | val_loss: 0.0311944 | Time: 2202.18 ms [2021-11-29 03:30:29 main:574] : INFO : Epoch 1778 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 2198.81 ms [2021-11-29 03:30:31 main:574] : INFO : Epoch 1779 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 2229.3 ms [2021-11-29 03:30:34 main:574] : INFO : Epoch 1780 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 2206.68 ms [2021-11-29 03:30:36 main:574] : INFO : Epoch 1781 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 2221.53 ms [2021-11-29 03:30:38 main:574] : INFO : Epoch 1782 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 2209.36 ms [2021-11-29 03:30:40 main:574] : INFO : Epoch 1783 | loss: 0.0311879 | val_loss: 0.0311945 | Time: 2239.56 ms [2021-11-29 03:30:42 main:574] : INFO : Epoch 1784 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 2184.72 ms [2021-11-29 03:30:45 main:574] : INFO : Epoch 1785 | loss: 0.0311873 | val_loss: 0.0311938 | Time: 2208.6 ms [2021-11-29 03:30:47 main:574] : INFO : Epoch 1786 | loss: 0.0311868 | val_loss: 0.0311951 | Time: 2222.74 ms [2021-11-29 03:30:49 main:574] : INFO : Epoch 1787 | loss: 0.0311921 | val_loss: 0.0311994 | Time: 2216.01 ms [2021-11-29 03:30:51 main:574] : INFO : Epoch 1788 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 2194.36 ms [2021-11-29 03:30:54 main:574] : INFO : Epoch 1789 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 2207.53 ms [2021-11-29 03:30:56 main:574] : INFO : Epoch 1790 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 2214.73 ms [2021-11-29 03:30:58 main:574] : INFO : Epoch 1791 | loss: 0.0311839 | val_loss: 0.0311925 | Time: 2224.09 ms [2021-11-29 03:31:00 main:574] : INFO : Epoch 1792 | loss: 0.0311859 | val_loss: 0.0311955 | Time: 2229.78 ms [2021-11-29 03:31:02 main:574] : INFO : Epoch 1793 | loss: 0.0311874 | val_loss: 0.0311943 | Time: 2220.83 ms [2021-11-29 03:31:05 main:574] : INFO : Epoch 1794 | loss: 0.0311887 | val_loss: 0.0311981 | Time: 2241.15 ms [2021-11-29 03:31:07 main:574] : INFO : Epoch 1795 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 2202.98 ms [2021-11-29 03:31:09 main:574] : INFO : Epoch 1796 | loss: 0.031185 | val_loss: 0.0311937 | Time: 2214.45 ms [2021-11-29 03:31:11 main:574] : INFO : Epoch 1797 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 2193.52 ms [2021-11-29 03:31:14 main:574] : INFO : Epoch 1798 | loss: 0.031183 | val_loss: 0.0311915 | Time: 2245.01 ms [2021-11-29 03:31:16 main:574] : INFO : Epoch 1799 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 2207.11 ms [2021-11-29 03:31:18 main:574] : INFO : Epoch 1800 | loss: 0.0311846 | val_loss: 0.0311924 | Time: 2212.18 ms [2021-11-29 03:31:20 main:574] : INFO : Epoch 1801 | loss: 0.0311836 | val_loss: 0.0311914 | Time: 2217.4 ms [2021-11-29 03:31:22 main:574] : INFO : Epoch 1802 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 2217.37 ms [2021-11-29 03:31:25 main:574] : INFO : Epoch 1803 | loss: 0.0311821 | val_loss: 0.0311922 | Time: 2217.85 ms [2021-11-29 03:31:27 main:574] : INFO : Epoch 1804 | loss: 0.0311824 | val_loss: 0.0311959 | Time: 2215.74 ms [2021-11-29 03:31:29 main:574] : INFO : Epoch 1805 | loss: 0.0311843 | val_loss: 0.0311954 | Time: 2197.82 ms [2021-11-29 03:31:31 main:574] : INFO : Epoch 1806 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 2226.75 ms [2021-11-29 03:31:34 main:574] : INFO : Epoch 1807 | loss: 0.0311835 | val_loss: 0.0311922 | Time: 2237.72 ms [2021-11-29 03:31:36 main:574] : INFO : Epoch 1808 | loss: 0.0311818 | val_loss: 0.0311914 | Time: 2217.18 ms [2021-11-29 03:31:38 main:574] : INFO : Epoch 1809 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 2199.59 ms [2021-11-29 03:31:40 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 2247.42 ms [2021-11-29 03:31:43 main:574] : INFO : Epoch 1811 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 2600.44 ms [2021-11-29 03:31:45 main:574] : INFO : Epoch 1812 | loss: 0.0311813 | val_loss: 0.0311908 | Time: 2224.37 ms [2021-11-29 03:31:47 main:574] : INFO : Epoch 1813 | loss: 0.031184 | val_loss: 0.0311968 | Time: 2216.35 ms [2021-11-29 03:31:49 main:574] : INFO : Epoch 1814 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 2212.67 ms [2021-11-29 03:31:52 main:574] : INFO : Epoch 1815 | loss: 0.0311823 | val_loss: 0.0311908 | Time: 2222.63 ms [2021-11-29 03:31:54 main:574] : INFO : Epoch 1816 | loss: 0.0311821 | val_loss: 0.031191 | Time: 2228.01 ms [2021-11-29 03:31:56 main:574] : INFO : Epoch 1817 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 2187.98 ms [2021-11-29 03:31:58 main:574] : INFO : Epoch 1818 | loss: 0.0311804 | val_loss: 0.0311908 | Time: 2237.06 ms [2021-11-29 03:32:01 main:574] : INFO : Epoch 1819 | loss: 0.0311801 | val_loss: 0.0311911 | Time: 2206.27 ms [2021-11-29 03:32:03 main:574] : INFO : Epoch 1820 | loss: 0.0311828 | val_loss: 0.0311937 | Time: 2181.27 ms [2021-11-29 03:32:05 main:574] : INFO : Epoch 1821 | loss: 0.0311799 | val_loss: 0.0311882 | Time: 2196.72 ms [2021-11-29 03:32:07 main:574] : INFO : Epoch 1822 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 2218.82 ms [2021-11-29 03:32:10 main:574] : INFO : Epoch 1823 | loss: 0.031179 | val_loss: 0.0311897 | Time: 2215.19 ms [2021-11-29 03:32:12 main:574] : INFO : Epoch 1824 | loss: 0.03118 | val_loss: 0.0311902 | Time: 2208.13 ms [2021-11-29 03:32:14 main:574] : INFO : Epoch 1825 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 2209.17 ms [2021-11-29 03:32:16 main:574] : INFO : Epoch 1826 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 2221.05 ms [2021-11-29 03:32:18 main:574] : INFO : Epoch 1827 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 2204.55 ms [2021-11-29 03:32:21 main:574] : INFO : Epoch 1828 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2214.37 ms [2021-11-29 03:32:23 main:574] : INFO : Epoch 1829 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 2208.51 ms [2021-11-29 03:32:25 main:574] : INFO : Epoch 1830 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 2214.59 ms [2021-11-29 03:32:27 main:574] : INFO : Epoch 1831 | loss: 0.0311811 | val_loss: 0.0311902 | Time: 2205.73 ms [2021-11-29 03:32:29 main:574] : INFO : Epoch 1832 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 2215.19 ms [2021-11-29 03:32:32 main:574] : INFO : Epoch 1833 | loss: 0.0311838 | val_loss: 0.031186 | Time: 2241.7 ms [2021-11-29 03:32:34 main:574] : INFO : Epoch 1834 | loss: 0.0311849 | val_loss: 0.031186 | Time: 2204.85 ms [2021-11-29 03:32:36 main:574] : INFO : Epoch 1835 | loss: 0.031184 | val_loss: 0.0311889 | Time: 2216.84 ms [2021-11-29 03:32:38 main:574] : INFO : Epoch 1836 | loss: 0.0311868 | val_loss: 0.0311887 | Time: 2225.66 ms [2021-11-29 03:32:41 main:574] : INFO : Epoch 1837 | loss: 0.0311861 | val_loss: 0.0311901 | Time: 2209.49 ms [2021-11-29 03:32:43 main:574] : INFO : Epoch 1838 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2209.42 ms [2021-11-29 03:32:45 main:574] : INFO : Epoch 1839 | loss: 0.031184 | val_loss: 0.0311914 | Time: 2217.71 ms [2021-11-29 03:32:47 main:574] : INFO : Epoch 1840 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 2219.8 ms [2021-11-29 03:32:49 main:574] : INFO : Epoch 1841 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 2212.33 ms [2021-11-29 03:32:52 main:574] : INFO : Epoch 1842 | loss: 0.0311817 | val_loss: 0.0311911 | Time: 2206.48 ms [2021-11-29 03:32:54 main:574] : INFO : Epoch 1843 | loss: 0.031183 | val_loss: 0.0311892 | Time: 2225.34 ms [2021-11-29 03:32:56 main:574] : INFO : Epoch 1844 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 2201.11 ms [2021-11-29 03:32:58 main:574] : INFO : Epoch 1845 | loss: 0.031181 | val_loss: 0.0311928 | Time: 2218.46 ms [2021-11-29 03:33:00 main:574] : INFO : Epoch 1846 | loss: 0.0311822 | val_loss: 0.0311943 | Time: 2211.67 ms [2021-11-29 03:33:03 main:574] : INFO : Epoch 1847 | loss: 0.0311826 | val_loss: 0.031195 | Time: 2241.12 ms [2021-11-29 03:33:05 main:574] : INFO : Epoch 1848 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 2205.71 ms [2021-11-29 03:33:07 main:574] : INFO : Epoch 1849 | loss: 0.0311808 | val_loss: 0.031186 | Time: 2242.85 ms [2021-11-29 03:33:09 main:574] : INFO : Epoch 1850 | loss: 0.0311802 | val_loss: 0.0311864 | Time: 2195.09 ms [2021-11-29 03:33:12 main:574] : INFO : Epoch 1851 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 2227.43 ms [2021-11-29 03:33:14 main:574] : INFO : Epoch 1852 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 2235.7 ms [2021-11-29 03:33:16 main:574] : INFO : Epoch 1853 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 2230.46 ms [2021-11-29 03:33:18 main:574] : INFO : Epoch 1854 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 2213.83 ms [2021-11-29 03:33:21 main:574] : INFO : Epoch 1855 | loss: 0.03118 | val_loss: 0.0311863 | Time: 2213.79 ms [2021-11-29 03:33:23 main:574] : INFO : Epoch 1856 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 2205.91 ms [2021-11-29 03:33:25 main:574] : INFO : Epoch 1857 | loss: 0.031181 | val_loss: 0.0311894 | Time: 2228.68 ms [2021-11-29 03:33:27 main:574] : INFO : Epoch 1858 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 2227.39 ms [2021-11-29 03:33:29 main:574] : INFO : Epoch 1859 | loss: 0.0311788 | val_loss: 0.0311826 | Time: 2219.44 ms [2021-11-29 03:33:32 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.0311859 | Time: 2205.77 ms [2021-11-29 03:33:34 main:574] : INFO : Epoch 1861 | loss: 0.0311877 | val_loss: 0.031188 | Time: 2208.3 ms [2021-11-29 03:33:36 main:574] : INFO : Epoch 1862 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 2179.65 ms [2021-11-29 03:33:38 main:574] : INFO : Epoch 1863 | loss: 0.031183 | val_loss: 0.0311858 | Time: 2212.24 ms [2021-11-29 03:33:40 main:574] : INFO : Epoch 1864 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 2197.27 ms [2021-11-29 03:33:43 main:574] : INFO : Epoch 1865 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 2211.92 ms [2021-11-29 03:33:45 main:574] : INFO : Epoch 1866 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 2202.65 ms [2021-11-29 03:33:47 main:574] : INFO : Epoch 1867 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 2192.2 ms [2021-11-29 03:33:49 main:574] : INFO : Epoch 1868 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 2243.49 ms [2021-11-29 03:33:52 main:574] : INFO : Epoch 1869 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 2231.59 ms [2021-11-29 03:33:54 main:574] : INFO : Epoch 1870 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 2206.46 ms [2021-11-29 03:33:56 main:574] : INFO : Epoch 1871 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2206.8 ms [2021-11-29 03:33:58 main:574] : INFO : Epoch 1872 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 2214.25 ms [2021-11-29 03:34:00 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 2196.71 ms [2021-11-29 03:34:03 main:574] : INFO : Epoch 1874 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2231.07 ms [2021-11-29 03:34:05 main:574] : INFO : Epoch 1875 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2251.53 ms [2021-11-29 03:34:07 main:574] : INFO : Epoch 1876 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 2223.1 ms [2021-11-29 03:34:09 main:574] : INFO : Epoch 1877 | loss: 0.031178 | val_loss: 0.031182 | Time: 2209.7 ms [2021-11-29 03:34:12 main:574] : INFO : Epoch 1878 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 2211.75 ms [2021-11-29 03:34:14 main:574] : INFO : Epoch 1879 | loss: 0.0311773 | val_loss: 0.031186 | Time: 2240.94 ms [2021-11-29 03:34:16 main:574] : INFO : Epoch 1880 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 2220.89 ms [2021-11-29 03:34:18 main:574] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 2244.32 ms [2021-11-29 03:34:20 main:574] : INFO : Epoch 1882 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 2213.62 ms [2021-11-29 03:34:23 main:574] : INFO : Epoch 1883 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2245.55 ms [2021-11-29 03:34:25 main:574] : INFO : Epoch 1884 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 2183.15 ms [2021-11-29 03:34:27 main:574] : INFO : Epoch 1885 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 2202.98 ms [2021-11-29 03:34:29 main:574] : INFO : Epoch 1886 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 2243.65 ms [2021-11-29 03:34:32 main:574] : INFO : Epoch 1887 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 2241.87 ms [2021-11-29 03:34:34 main:574] : INFO : Epoch 1888 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 2214.85 ms [2021-11-29 03:34:36 main:574] : INFO : Epoch 1889 | loss: 0.031177 | val_loss: 0.0311837 | Time: 2205.22 ms [2021-11-29 03:34:38 main:574] : INFO : Epoch 1890 | loss: 0.0311776 | val_loss: 0.0311872 | Time: 2226.13 ms [2021-11-29 03:34:40 main:574] : INFO : Epoch 1891 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 2228.16 ms [2021-11-29 03:34:43 main:574] : INFO : Epoch 1892 | loss: 0.0311816 | val_loss: 0.0311879 | Time: 2214.26 ms [2021-11-29 03:34:45 main:574] : INFO : Epoch 1893 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 2221.03 ms [2021-11-29 03:34:47 main:574] : INFO : Epoch 1894 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 2210.12 ms [2021-11-29 03:34:49 main:574] : INFO : Epoch 1895 | loss: 0.0311827 | val_loss: 0.031186 | Time: 2216.82 ms [2021-11-29 03:34:52 main:574] : INFO : Epoch 1896 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 2204.63 ms [2021-11-29 03:34:54 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 2215.1 ms [2021-11-29 03:34:56 main:574] : INFO : Epoch 1898 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 2198.98 ms [2021-11-29 03:34:58 main:574] : INFO : Epoch 1899 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2191.43 ms [2021-11-29 03:35:00 main:574] : INFO : Epoch 1900 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 2230.87 ms [2021-11-29 03:35:03 main:574] : INFO : Epoch 1901 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 2213.82 ms [2021-11-29 03:35:05 main:574] : INFO : Epoch 1902 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 2205.34 ms [2021-11-29 03:35:07 main:574] : INFO : Epoch 1903 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 2220.76 ms [2021-11-29 03:35:09 main:574] : INFO : Epoch 1904 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 2201.08 ms [2021-11-29 03:35:11 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311843 | Time: 2172.23 ms [2021-11-29 03:35:14 main:574] : INFO : Epoch 1906 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 2204.91 ms [2021-11-29 03:35:16 main:574] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 2210.06 ms [2021-11-29 03:35:18 main:574] : INFO : Epoch 1908 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 2208.14 ms [2021-11-29 03:35:20 main:574] : INFO : Epoch 1909 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2222.39 ms [2021-11-29 03:35:23 main:574] : INFO : Epoch 1910 | loss: 0.031177 | val_loss: 0.0311827 | Time: 2218.63 ms [2021-11-29 03:35:25 main:574] : INFO : Epoch 1911 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 2197.25 ms [2021-11-29 03:35:27 main:574] : INFO : Epoch 1912 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 2207.43 ms [2021-11-29 03:35:29 main:574] : INFO : Epoch 1913 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2196.77 ms [2021-11-29 03:35:31 main:574] : INFO : Epoch 1914 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 2175.64 ms [2021-11-29 03:35:34 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 2232.37 ms [2021-11-29 03:35:36 main:574] : INFO : Epoch 1916 | loss: 0.031175 | val_loss: 0.0311827 | Time: 2212.14 ms [2021-11-29 03:35:38 main:574] : INFO : Epoch 1917 | loss: 0.0311754 | val_loss: 0.031183 | Time: 2212.41 ms [2021-11-29 03:35:40 main:574] : INFO : Epoch 1918 | loss: 0.031176 | val_loss: 0.0311813 | Time: 2205.11 ms [2021-11-29 03:35:42 main:574] : INFO : Epoch 1919 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2231.14 ms [2021-11-29 03:35:45 main:574] : INFO : Epoch 1920 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2222.15 ms [2021-11-29 03:35:47 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 2234.57 ms [2021-11-29 03:35:49 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311831 | Time: 2211.23 ms [2021-11-29 03:35:51 main:574] : INFO : Epoch 1923 | loss: 0.0311751 | val_loss: 0.0311828 | Time: 2211.22 ms [2021-11-29 03:35:54 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311885 | Time: 2222.36 ms [2021-11-29 03:35:56 main:574] : INFO : Epoch 1925 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 2236.06 ms [2021-11-29 03:35:58 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 2208.06 ms [2021-11-29 03:36:00 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 2216.63 ms [2021-11-29 03:36:02 main:574] : INFO : Epoch 1928 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2249.69 ms [2021-11-29 03:36:05 main:574] : INFO : Epoch 1929 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 2242.99 ms [2021-11-29 03:36:07 main:574] : INFO : Epoch 1930 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 2220.54 ms [2021-11-29 03:36:09 main:574] : INFO : Epoch 1931 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2238.48 ms [2021-11-29 03:36:11 main:574] : INFO : Epoch 1932 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 2233.96 ms [2021-11-29 03:36:14 main:574] : INFO : Epoch 1933 | loss: 0.0311736 | val_loss: 0.031181 | Time: 2242.87 ms [2021-11-29 03:36:16 main:574] : INFO : Epoch 1934 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 2200.02 ms [2021-11-29 03:36:18 main:574] : INFO : Epoch 1935 | loss: 0.031176 | val_loss: 0.0311831 | Time: 2209.59 ms [2021-11-29 03:36:20 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311836 | Time: 2192.2 ms [2021-11-29 03:36:23 main:574] : INFO : Epoch 1937 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2241.25 ms [2021-11-29 03:36:25 main:574] : INFO : Epoch 1938 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 2227.63 ms [2021-11-29 03:36:27 main:574] : INFO : Epoch 1939 | loss: 0.0311784 | val_loss: 0.0311867 | Time: 2234.27 ms [2021-11-29 03:36:29 main:574] : INFO : Epoch 1940 | loss: 0.0311775 | val_loss: 0.0311847 | Time: 2208.14 ms [2021-11-29 03:36:31 main:574] : INFO : Epoch 1941 | loss: 0.0311803 | val_loss: 0.0311931 | Time: 2215.07 ms [2021-11-29 03:36:34 main:574] : INFO : Epoch 1942 | loss: 0.0311796 | val_loss: 0.0311893 | Time: 2220.45 ms [2021-11-29 03:36:36 main:574] : INFO : Epoch 1943 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 2206.13 ms [2021-11-29 03:36:38 main:574] : INFO : Epoch 1944 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 2236.9 ms [2021-11-29 03:36:40 main:574] : INFO : Epoch 1945 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 2215.31 ms [2021-11-29 03:36:43 main:574] : INFO : Epoch 1946 | loss: 0.0311779 | val_loss: 0.0311873 | Time: 2215.63 ms [2021-11-29 03:36:45 main:574] : INFO : Epoch 1947 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 2201.56 ms [2021-11-29 03:36:47 main:574] : INFO : Epoch 1948 | loss: 0.0311762 | val_loss: 0.0311887 | Time: 2217.03 ms [2021-11-29 03:36:49 main:574] : INFO : Epoch 1949 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 2197.14 ms [2021-11-29 03:36:51 main:574] : INFO : Epoch 1950 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 2196.25 ms [2021-11-29 03:36:54 main:574] : INFO : Epoch 1951 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 2223.15 ms [2021-11-29 03:36:56 main:574] : INFO : Epoch 1952 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 2174.97 ms [2021-11-29 03:36:58 main:574] : INFO : Epoch 1953 | loss: 0.0311757 | val_loss: 0.031184 | Time: 2217.04 ms [2021-11-29 03:37:00 main:574] : INFO : Epoch 1954 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 2237.55 ms [2021-11-29 03:37:02 main:574] : INFO : Epoch 1955 | loss: 0.031179 | val_loss: 0.0311847 | Time: 2218.36 ms [2021-11-29 03:37:05 main:574] : INFO : Epoch 1956 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 2202.04 ms [2021-11-29 03:37:07 main:574] : INFO : Epoch 1957 | loss: 0.0311752 | val_loss: 0.0311879 | Time: 2206.16 ms [2021-11-29 03:37:09 main:574] : INFO : Epoch 1958 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 2214.68 ms [2021-11-29 03:37:11 main:574] : INFO : Epoch 1959 | loss: 0.0311768 | val_loss: 0.0311877 | Time: 2200.03 ms [2021-11-29 03:37:13 main:574] : INFO : Epoch 1960 | loss: 0.0311807 | val_loss: 0.031189 | Time: 2209.48 ms [2021-11-29 03:37:16 main:574] : INFO : Epoch 1961 | loss: 0.0311808 | val_loss: 0.0311914 | Time: 2222.64 ms [2021-11-29 03:37:18 main:574] : INFO : Epoch 1962 | loss: 0.0311807 | val_loss: 0.0311907 | Time: 2212.44 ms [2021-11-29 03:37:20 main:574] : INFO : Epoch 1963 | loss: 0.0311809 | val_loss: 0.0311916 | Time: 2199.76 ms [2021-11-29 03:37:22 main:574] : INFO : Epoch 1964 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2208.12 ms [2021-11-29 03:37:25 main:574] : INFO : Epoch 1965 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 2218.52 ms [2021-11-29 03:37:27 main:574] : INFO : Epoch 1966 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 2203.19 ms [2021-11-29 03:37:29 main:574] : INFO : Epoch 1967 | loss: 0.031198 | val_loss: 0.0311947 | Time: 2226.13 ms [2021-11-29 03:37:31 main:574] : INFO : Epoch 1968 | loss: 0.0311929 | val_loss: 0.0311953 | Time: 2223.76 ms [2021-11-29 03:37:33 main:574] : INFO : Epoch 1969 | loss: 0.031192 | val_loss: 0.0311912 | Time: 2225.58 ms [2021-11-29 03:37:36 main:574] : INFO : Epoch 1970 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2174.43 ms [2021-11-29 03:37:38 main:574] : INFO : Epoch 1971 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 2241.24 ms [2021-11-29 03:37:40 main:574] : INFO : Epoch 1972 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 2203.45 ms [2021-11-29 03:37:42 main:574] : INFO : Epoch 1973 | loss: 0.0311911 | val_loss: 0.0311929 | Time: 2222.08 ms [2021-11-29 03:37:45 main:574] : INFO : Epoch 1974 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 2220.29 ms [2021-11-29 03:37:47 main:574] : INFO : Epoch 1975 | loss: 0.0311888 | val_loss: 0.0311909 | Time: 2206.47 ms [2021-11-29 03:37:49 main:574] : INFO : Epoch 1976 | loss: 0.0311875 | val_loss: 0.0311891 | Time: 2227.19 ms [2021-11-29 03:37:51 main:574] : INFO : Epoch 1977 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 2210.86 ms [2021-11-29 03:37:53 main:574] : INFO : Epoch 1978 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 2237.62 ms [2021-11-29 03:37:56 main:574] : INFO : Epoch 1979 | loss: 0.0311897 | val_loss: 0.0311932 | Time: 2220.27 ms [2021-11-29 03:37:58 main:574] : INFO : Epoch 1980 | loss: 0.0311888 | val_loss: 0.0311898 | Time: 2203.3 ms [2021-11-29 03:38:00 main:574] : INFO : Epoch 1981 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 2223.08 ms [2021-11-29 03:38:02 main:574] : INFO : Epoch 1982 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 2201.74 ms [2021-11-29 03:38:04 main:574] : INFO : Epoch 1983 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 2189.59 ms [2021-11-29 03:38:07 main:574] : INFO : Epoch 1984 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 2191.15 ms [2021-11-29 03:38:09 main:574] : INFO : Epoch 1985 | loss: 0.031184 | val_loss: 0.0311904 | Time: 2225.32 ms [2021-11-29 03:38:11 main:574] : INFO : Epoch 1986 | loss: 0.031187 | val_loss: 0.0311913 | Time: 2222.96 ms [2021-11-29 03:38:13 main:574] : INFO : Epoch 1987 | loss: 0.0311858 | val_loss: 0.0311898 | Time: 2223.14 ms [2021-11-29 03:38:16 main:574] : INFO : Epoch 1988 | loss: 0.031188 | val_loss: 0.0311907 | Time: 2177.01 ms [2021-11-29 03:38:18 main:574] : INFO : Epoch 1989 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 2218.19 ms [2021-11-29 03:38:20 main:574] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.0311931 | Time: 2219.13 ms [2021-11-29 03:38:22 main:574] : INFO : Epoch 1991 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 2226.91 ms [2021-11-29 03:38:24 main:574] : INFO : Epoch 1992 | loss: 0.031185 | val_loss: 0.0311906 | Time: 2190.27 ms [2021-11-29 03:38:27 main:574] : INFO : Epoch 1993 | loss: 0.0311854 | val_loss: 0.0311927 | Time: 2224.37 ms [2021-11-29 03:38:29 main:574] : INFO : Epoch 1994 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 2207.85 ms [2021-11-29 03:38:31 main:574] : INFO : Epoch 1995 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 2217.61 ms [2021-11-29 03:38:33 main:574] : INFO : Epoch 1996 | loss: 0.0311874 | val_loss: 0.0311907 | Time: 2204.65 ms [2021-11-29 03:38:35 main:574] : INFO : Epoch 1997 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 2232.35 ms [2021-11-29 03:38:38 main:574] : INFO : Epoch 1998 | loss: 0.0311854 | val_loss: 0.0311915 | Time: 2213.03 ms [2021-11-29 03:38:40 main:574] : INFO : Epoch 1999 | loss: 0.0311846 | val_loss: 0.0311894 | Time: 2193.58 ms [2021-11-29 03:38:42 main:574] : INFO : Epoch 2000 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 2225.04 ms [2021-11-29 03:38:44 main:574] : INFO : Epoch 2001 | loss: 0.0311831 | val_loss: 0.0311892 | Time: 2213.3 ms [2021-11-29 03:38:47 main:574] : INFO : Epoch 2002 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 2216.94 ms [2021-11-29 03:38:49 main:574] : INFO : Epoch 2003 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 2200.76 ms [2021-11-29 03:38:51 main:574] : INFO : Epoch 2004 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 2264.61 ms [2021-11-29 03:38:53 main:574] : INFO : Epoch 2005 | loss: 0.0311812 | val_loss: 0.0311903 | Time: 2218.31 ms [2021-11-29 03:38:55 main:574] : INFO : Epoch 2006 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 2229.17 ms [2021-11-29 03:38:58 main:574] : INFO : Epoch 2007 | loss: 0.031183 | val_loss: 0.0311921 | Time: 2223.58 ms [2021-11-29 03:39:00 main:574] : INFO : Epoch 2008 | loss: 0.0311855 | val_loss: 0.0311934 | Time: 2193.86 ms [2021-11-29 03:39:02 main:574] : INFO : Epoch 2009 | loss: 0.0311824 | val_loss: 0.0311919 | Time: 2235 ms [2021-11-29 03:39:04 main:574] : INFO : Epoch 2010 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 2219.93 ms [2021-11-29 03:39:07 main:574] : INFO : Epoch 2011 | loss: 0.0311799 | val_loss: 0.031187 | Time: 2211.08 ms [2021-11-29 03:39:09 main:574] : INFO : Epoch 2012 | loss: 0.0311805 | val_loss: 0.0311862 | Time: 2206.64 ms [2021-11-29 03:39:11 main:574] : INFO : Epoch 2013 | loss: 0.0311802 | val_loss: 0.0311858 | Time: 2220.04 ms [2021-11-29 03:39:13 main:574] : INFO : Epoch 2014 | loss: 0.03118 | val_loss: 0.0311857 | Time: 2225.76 ms [2021-11-29 03:39:15 main:574] : INFO : Epoch 2015 | loss: 0.0311806 | val_loss: 0.0311866 | Time: 2237.89 ms [2021-11-29 03:39:18 main:574] : INFO : Epoch 2016 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 2216.29 ms [2021-11-29 03:39:20 main:574] : INFO : Epoch 2017 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 2236.3 ms [2021-11-29 03:39:22 main:574] : INFO : Epoch 2018 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 2219.93 ms [2021-11-29 03:39:24 main:574] : INFO : Epoch 2019 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 2204.92 ms [2021-11-29 03:39:27 main:574] : INFO : Epoch 2020 | loss: 0.0311835 | val_loss: 0.031188 | Time: 2229.96 ms [2021-11-29 03:39:29 main:574] : INFO : Epoch 2021 | loss: 0.0311814 | val_loss: 0.0311897 | Time: 2212.76 ms [2021-11-29 03:39:31 main:574] : INFO : Epoch 2022 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2196.47 ms [2021-11-29 03:39:33 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 2224.74 ms [2021-11-29 03:39:35 main:574] : INFO : Epoch 2024 | loss: 0.031184 | val_loss: 0.0311876 | Time: 2200.6 ms [2021-11-29 03:39:38 main:574] : INFO : Epoch 2025 | loss: 0.0311829 | val_loss: 0.031187 | Time: 2204.05 ms [2021-11-29 03:39:40 main:574] : INFO : Epoch 2026 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 2230.01 ms [2021-11-29 03:39:42 main:574] : INFO : Epoch 2027 | loss: 0.031181 | val_loss: 0.0311864 | Time: 2213.43 ms [2021-11-29 03:39:44 main:574] : INFO : Epoch 2028 | loss: 0.0311821 | val_loss: 0.0311892 | Time: 2237.74 ms [2021-11-29 03:39:47 main:574] : INFO : Epoch 2029 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 2204.5 ms [2021-11-29 03:39:49 main:574] : INFO : Epoch 2030 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 2231.51 ms [2021-11-29 03:39:51 main:574] : INFO : Epoch 2031 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 2206.1 ms [2021-11-29 03:39:53 main:574] : INFO : Epoch 2032 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2241.9 ms [2021-11-29 03:39:55 main:574] : INFO : Epoch 2033 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 2202.92 ms [2021-11-29 03:39:58 main:574] : INFO : Epoch 2034 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 2240.41 ms [2021-11-29 03:40:00 main:574] : INFO : Epoch 2035 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2222.49 ms [2021-11-29 03:40:02 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311864 | Time: 2205.8 ms [2021-11-29 03:40:04 main:574] : INFO : Epoch 2037 | loss: 0.03118 | val_loss: 0.0311849 | Time: 2202.18 ms [2021-11-29 03:40:07 main:574] : INFO : Epoch 2038 | loss: 0.0311794 | val_loss: 0.0311829 | Time: 2221.94 ms [2021-11-29 03:40:09 main:574] : INFO : Epoch 2039 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2190.89 ms [2021-11-29 03:40:11 main:574] : INFO : Epoch 2040 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2215 ms [2021-11-29 03:40:13 main:574] : INFO : Epoch 2041 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 2215.04 ms [2021-11-29 03:40:15 main:574] : INFO : Epoch 2042 | loss: 0.0311798 | val_loss: 0.0311886 | Time: 2227.21 ms [2021-11-29 03:40:18 main:574] : INFO : Epoch 2043 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2201.82 ms [2021-11-29 03:40:20 main:574] : INFO : Epoch 2044 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 2203.41 ms [2021-11-29 03:40:22 main:574] : INFO : Epoch 2045 | loss: 0.0311777 | val_loss: 0.0311836 | Time: 2266.07 ms [2021-11-29 03:40:24 main:574] : INFO : Epoch 2046 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 2233.45 ms [2021-11-29 03:40:27 main:574] : INFO : Epoch 2047 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 2205.38 ms [2021-11-29 03:40:29 main:574] : INFO : Epoch 2048 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 2214.82 ms [2021-11-29 03:40:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825 [2021-11-29 03:40:29 main:603] : INFO : Saving end state to config to file [2021-11-29 03:40:29 main:608] : INFO : Success, exiting.. 03:40:29 (7008): 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)