Task 11352428
| Name | ParityModified-1639949337-23718-3-0_0 |
| Workunit | 8596858 |
| Created | 4 Feb 2022, 18:06:49 UTC |
| Sent | 16 Feb 2022, 16:02:39 UTC |
| Report deadline | 24 Feb 2022, 16:02:39 UTC |
| Received | 16 Feb 2022, 18:31:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 27 min 58 sec |
| CPU time | 1 hours 24 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311773 | val_loss: 0.0312003 | Time: 2285.88 ms [2022-02-16 18:10:26 main:574] : INFO : Epoch 1543 | loss: 0.0311762 | val_loss: 0.0311944 | Time: 2311.74 ms [2022-02-16 18:10:29 main:574] : INFO : Epoch 1544 | loss: 0.0311763 | val_loss: 0.0311966 | Time: 2293.1 ms [2022-02-16 18:10:31 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311951 | Time: 2312.22 ms [2022-02-16 18:10:33 main:574] : INFO : Epoch 1546 | loss: 0.0311762 | val_loss: 0.0311944 | Time: 2306.83 ms [2022-02-16 18:10:36 main:574] : INFO : Epoch 1547 | loss: 0.0311767 | val_loss: 0.0311953 | Time: 2318.84 ms [2022-02-16 18:10:38 main:574] : INFO : Epoch 1548 | loss: 0.0311796 | val_loss: 0.0311957 | Time: 2308.77 ms [2022-02-16 18:10:40 main:574] : INFO : Epoch 1549 | loss: 0.0311768 | val_loss: 0.0311952 | Time: 2298.36 ms [2022-02-16 18:10:43 main:574] : INFO : Epoch 1550 | loss: 0.0311766 | val_loss: 0.031197 | Time: 2282.77 ms [2022-02-16 18:10:45 main:574] : INFO : Epoch 1551 | loss: 0.0311774 | val_loss: 0.0311971 | Time: 2284.24 ms [2022-02-16 18:10:47 main:574] : INFO : Epoch 1552 | loss: 0.0311783 | val_loss: 0.0311958 | Time: 2323.17 ms [2022-02-16 18:10:49 main:574] : INFO : Epoch 1553 | loss: 0.0311783 | val_loss: 0.0311963 | Time: 2292.64 ms [2022-02-16 18:10:52 main:574] : INFO : Epoch 1554 | loss: 0.0311768 | val_loss: 0.0311968 | Time: 2293.36 ms [2022-02-16 18:10:54 main:574] : INFO : Epoch 1555 | loss: 0.0311757 | val_loss: 0.0311969 | Time: 2309 ms [2022-02-16 18:10:56 main:574] : INFO : Epoch 1556 | loss: 0.0311764 | val_loss: 0.0311965 | Time: 2348 ms [2022-02-16 18:10:59 main:574] : INFO : Epoch 1557 | loss: 0.031175 | val_loss: 0.0311958 | Time: 2313.98 ms [2022-02-16 18:11:01 main:574] : INFO : Epoch 1558 | loss: 0.0311741 | val_loss: 0.0311942 | Time: 2299.14 ms [2022-02-16 18:11:03 main:574] : INFO : Epoch 1559 | loss: 0.0311736 | val_loss: 0.0311962 | Time: 2299.32 ms [2022-02-16 18:11:06 main:574] : INFO : Epoch 1560 | loss: 0.0311755 | val_loss: 0.0312006 | Time: 2288.67 ms [2022-02-16 18:11:08 main:574] : INFO : Epoch 1561 | loss: 0.0311754 | val_loss: 0.0311992 | Time: 2281.84 ms [2022-02-16 18:11:10 main:574] : INFO : Epoch 1562 | loss: 0.0311764 | val_loss: 0.0311957 | Time: 2281.19 ms [2022-02-16 18:11:13 main:574] : INFO : Epoch 1563 | loss: 0.0311764 | val_loss: 0.0311956 | Time: 2287.51 ms [2022-02-16 18:11:15 main:574] : INFO : Epoch 1564 | loss: 0.0311773 | val_loss: 0.0312005 | Time: 2310 ms [2022-02-16 18:11:17 main:574] : INFO : Epoch 1565 | loss: 0.0311763 | val_loss: 0.0311971 | Time: 2290.19 ms [2022-02-16 18:11:19 main:574] : INFO : Epoch 1566 | loss: 0.0311795 | val_loss: 0.0311973 | Time: 2303.27 ms [2022-02-16 18:11:22 main:574] : INFO : Epoch 1567 | loss: 0.0311787 | val_loss: 0.0311953 | Time: 2299.51 ms [2022-02-16 18:11:24 main:574] : INFO : Epoch 1568 | loss: 0.0311781 | val_loss: 0.0311971 | Time: 2278.15 ms [2022-02-16 18:11:26 main:574] : INFO : Epoch 1569 | loss: 0.0311789 | val_loss: 0.0311971 | Time: 2310.02 ms [2022-02-16 18:11:29 main:574] : INFO : Epoch 1570 | loss: 0.0311787 | val_loss: 0.0311967 | Time: 2253.17 ms [2022-02-16 18:11:31 main:574] : INFO : Epoch 1571 | loss: 0.0311783 | val_loss: 0.0311992 | Time: 2297.11 ms [2022-02-16 18:11:33 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0312105 | Time: 2314.36 ms [2022-02-16 18:11:35 main:574] : INFO : Epoch 1573 | loss: 0.0311824 | val_loss: 0.0312027 | Time: 2297.08 ms [2022-02-16 18:11:38 main:574] : INFO : Epoch 1574 | loss: 0.0311793 | val_loss: 0.0311991 | Time: 2290.93 ms [2022-02-16 18:11:40 main:574] : INFO : Epoch 1575 | loss: 0.0311786 | val_loss: 0.0311976 | Time: 2284.99 ms [2022-02-16 18:11:42 main:574] : INFO : Epoch 1576 | loss: 0.0311763 | val_loss: 0.0312013 | Time: 2307.87 ms [2022-02-16 18:11:45 main:574] : INFO : Epoch 1577 | loss: 0.0311757 | val_loss: 0.0311956 | Time: 2307.25 ms [2022-02-16 18:11:47 main:574] : INFO : Epoch 1578 | loss: 0.0311784 | val_loss: 0.0311999 | Time: 2288.67 ms [2022-02-16 18:11:49 main:574] : INFO : Epoch 1579 | loss: 0.0311781 | val_loss: 0.0312012 | Time: 2273.77 ms [2022-02-16 18:11:52 main:574] : INFO : Epoch 1580 | loss: 0.031175 | val_loss: 0.0311956 | Time: 2279.42 ms [2022-02-16 18:11:54 main:574] : INFO : Epoch 1581 | loss: 0.0311736 | val_loss: 0.0311992 | Time: 2283.9 ms [2022-02-16 18:11:56 main:574] : INFO : Epoch 1582 | loss: 0.0311727 | val_loss: 0.0311962 | Time: 2300.18 ms [2022-02-16 18:11:58 main:574] : INFO : Epoch 1583 | loss: 0.031173 | val_loss: 0.0311932 | Time: 2304.87 ms [2022-02-16 18:12:01 main:574] : INFO : Epoch 1584 | loss: 0.0311746 | val_loss: 0.0311976 | Time: 2287.01 ms [2022-02-16 18:12:03 main:574] : INFO : Epoch 1585 | loss: 0.0311771 | val_loss: 0.0311946 | Time: 2311.89 ms [2022-02-16 18:12:05 main:574] : INFO : Epoch 1586 | loss: 0.0311749 | val_loss: 0.0311951 | Time: 2271.73 ms [2022-02-16 18:12:08 main:574] : INFO : Epoch 1587 | loss: 0.0311722 | val_loss: 0.0311964 | Time: 2276.36 ms [2022-02-16 18:12:10 main:574] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311958 | Time: 2284.45 ms [2022-02-16 18:12:12 main:574] : INFO : Epoch 1589 | loss: 0.0311741 | val_loss: 0.0311947 | Time: 2325.55 ms [2022-02-16 18:12:15 main:574] : INFO : Epoch 1590 | loss: 0.0311736 | val_loss: 0.0311979 | Time: 2284.21 ms [2022-02-16 18:12:17 main:574] : INFO : Epoch 1591 | loss: 0.0311746 | val_loss: 0.0311926 | Time: 2302.34 ms [2022-02-16 18:12:19 main:574] : INFO : Epoch 1592 | loss: 0.0311737 | val_loss: 0.0312 | Time: 2330.19 ms [2022-02-16 18:12:21 main:574] : INFO : Epoch 1593 | loss: 0.0311739 | val_loss: 0.0311938 | Time: 2319.9 ms [2022-02-16 18:12:24 main:574] : INFO : Epoch 1594 | loss: 0.0311776 | val_loss: 0.0311977 | Time: 2289.32 ms [2022-02-16 18:12:26 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311924 | Time: 2293.67 ms [2022-02-16 18:12:28 main:574] : INFO : Epoch 1596 | loss: 0.0311732 | val_loss: 0.0311938 | Time: 2298.08 ms [2022-02-16 18:12:31 main:574] : INFO : Epoch 1597 | loss: 0.0311726 | val_loss: 0.0311959 | Time: 2295.01 ms [2022-02-16 18:12:33 main:574] : INFO : Epoch 1598 | loss: 0.0311729 | val_loss: 0.031194 | Time: 2256.57 ms [2022-02-16 18:12:35 main:574] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311952 | Time: 2319.44 ms [2022-02-16 18:12:38 main:574] : INFO : Epoch 1600 | loss: 0.0311726 | val_loss: 0.0311999 | Time: 2290.39 ms [2022-02-16 18:12:40 main:574] : INFO : Epoch 1601 | loss: 0.0311705 | val_loss: 0.0311931 | Time: 2315.46 ms [2022-02-16 18:12:42 main:574] : INFO : Epoch 1602 | loss: 0.0311706 | val_loss: 0.0311915 | Time: 2296.83 ms [2022-02-16 18:12:44 main:574] : INFO : Epoch 1603 | loss: 0.031175 | val_loss: 0.0311957 | Time: 2315.78 ms [2022-02-16 18:12:47 main:574] : INFO : Epoch 1604 | loss: 0.0311828 | val_loss: 0.0311935 | Time: 2306.57 ms [2022-02-16 18:12:49 main:574] : INFO : Epoch 1605 | loss: 0.0311818 | val_loss: 0.0311943 | Time: 2287.86 ms [2022-02-16 18:12:51 main:574] : INFO : Epoch 1606 | loss: 0.0311805 | val_loss: 0.0311957 | Time: 2287.02 ms [2022-02-16 18:12:54 main:574] : INFO : Epoch 1607 | loss: 0.0311795 | val_loss: 0.0311929 | Time: 2312.82 ms [2022-02-16 18:12:56 main:574] : INFO : Epoch 1608 | loss: 0.0311773 | val_loss: 0.0311929 | Time: 2303.32 ms [2022-02-16 18:12:58 main:574] : INFO : Epoch 1609 | loss: 0.0311784 | val_loss: 0.031193 | Time: 2323.37 ms [2022-02-16 18:13:01 main:574] : INFO : Epoch 1610 | loss: 0.0311769 | val_loss: 0.0311932 | Time: 2314.81 ms [2022-02-16 18:13:03 main:574] : INFO : Epoch 1611 | loss: 0.031176 | val_loss: 0.0311922 | Time: 2302.85 ms [2022-02-16 18:13:05 main:574] : INFO : Epoch 1612 | loss: 0.0311764 | val_loss: 0.0311941 | Time: 2338.63 ms [2022-02-16 18:13:08 main:574] : INFO : Epoch 1613 | loss: 0.0311749 | val_loss: 0.0311942 | Time: 2311.5 ms [2022-02-16 18:13:10 main:574] : INFO : Epoch 1614 | loss: 0.0311853 | val_loss: 0.0311965 | Time: 2297.15 ms [2022-02-16 18:13:12 main:574] : INFO : Epoch 1615 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 2333.12 ms [2022-02-16 18:13:15 main:574] : INFO : Epoch 1616 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 2306.1 ms [2022-02-16 18:13:17 main:574] : INFO : Epoch 1617 | loss: 0.0311868 | val_loss: 0.0311925 | Time: 2294.3 ms [2022-02-16 18:13:19 main:574] : INFO : Epoch 1618 | loss: 0.0311851 | val_loss: 0.0311932 | Time: 2298.7 ms [2022-02-16 18:13:21 main:574] : INFO : Epoch 1619 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 2288.1 ms [2022-02-16 18:13:24 main:574] : INFO : Epoch 1620 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 2304.12 ms [2022-02-16 18:13:26 main:574] : INFO : Epoch 1621 | loss: 0.0311818 | val_loss: 0.031189 | Time: 2305.53 ms [2022-02-16 18:13:28 main:574] : INFO : Epoch 1622 | loss: 0.0311819 | val_loss: 0.0311903 | Time: 2287.86 ms [2022-02-16 18:13:31 main:574] : INFO : Epoch 1623 | loss: 0.0311817 | val_loss: 0.031192 | Time: 2294.62 ms [2022-02-16 18:13:33 main:574] : INFO : Epoch 1624 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 2302.05 ms [2022-02-16 18:13:35 main:574] : INFO : Epoch 1625 | loss: 0.0311791 | val_loss: 0.0311872 | Time: 2310.67 ms [2022-02-16 18:13:38 main:574] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 2314.71 ms [2022-02-16 18:13:40 main:574] : INFO : Epoch 1627 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 2285.13 ms [2022-02-16 18:13:42 main:574] : INFO : Epoch 1628 | loss: 0.0311768 | val_loss: 0.0311898 | Time: 2276.78 ms [2022-02-16 18:13:44 main:574] : INFO : Epoch 1629 | loss: 0.0311802 | val_loss: 0.0311895 | Time: 2270.84 ms [2022-02-16 18:13:47 main:574] : INFO : Epoch 1630 | loss: 0.0311791 | val_loss: 0.031191 | Time: 2311.26 ms [2022-02-16 18:13:49 main:574] : INFO : Epoch 1631 | loss: 0.0311777 | val_loss: 0.031188 | Time: 2290.03 ms [2022-02-16 18:13:51 main:574] : INFO : Epoch 1632 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 2284.54 ms [2022-02-16 18:13:54 main:574] : INFO : Epoch 1633 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 2319.74 ms [2022-02-16 18:13:56 main:574] : INFO : Epoch 1634 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 2294.61 ms [2022-02-16 18:13:58 main:574] : INFO : Epoch 1635 | loss: 0.0311753 | val_loss: 0.0311863 | Time: 2292.38 ms [2022-02-16 18:14:01 main:574] : INFO : Epoch 1636 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 2322.33 ms [2022-02-16 18:14:03 main:574] : INFO : Epoch 1637 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 2302.35 ms [2022-02-16 18:14:05 main:574] : INFO : Epoch 1638 | loss: 0.0311792 | val_loss: 0.0311878 | Time: 2300.01 ms [2022-02-16 18:14:07 main:574] : INFO : Epoch 1639 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2281.6 ms [2022-02-16 18:14:10 main:574] : INFO : Epoch 1640 | loss: 0.0311769 | val_loss: 0.0311887 | Time: 2271.46 ms [2022-02-16 18:14:12 main:574] : INFO : Epoch 1641 | loss: 0.0311755 | val_loss: 0.0311898 | Time: 2322.06 ms [2022-02-16 18:14:14 main:574] : INFO : Epoch 1642 | loss: 0.0311751 | val_loss: 0.0311889 | Time: 2286.24 ms [2022-02-16 18:14:17 main:574] : INFO : Epoch 1643 | loss: 0.0311753 | val_loss: 0.0311906 | Time: 2307.01 ms [2022-02-16 18:14:19 main:574] : INFO : Epoch 1644 | loss: 0.0311744 | val_loss: 0.0311875 | Time: 2307.47 ms [2022-02-16 18:14:21 main:574] : INFO : Epoch 1645 | loss: 0.0311732 | val_loss: 0.0311893 | Time: 2296.15 ms [2022-02-16 18:14:24 main:574] : INFO : Epoch 1646 | loss: 0.0311734 | val_loss: 0.0311946 | Time: 2325.06 ms [2022-02-16 18:14:26 main:574] : INFO : Epoch 1647 | loss: 0.0311732 | val_loss: 0.0311879 | Time: 2297.05 ms [2022-02-16 18:14:28 main:574] : INFO : Epoch 1648 | loss: 0.0311726 | val_loss: 0.0311911 | Time: 2327.44 ms [2022-02-16 18:14:31 main:574] : INFO : Epoch 1649 | loss: 0.0311756 | val_loss: 0.0311886 | Time: 2318.66 ms [2022-02-16 18:14:33 main:574] : INFO : Epoch 1650 | loss: 0.0311727 | val_loss: 0.0311871 | Time: 2292.97 ms [2022-02-16 18:14:35 main:574] : INFO : Epoch 1651 | loss: 0.0311734 | val_loss: 0.031187 | Time: 2312.66 ms [2022-02-16 18:14:37 main:574] : INFO : Epoch 1652 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 2295.63 ms [2022-02-16 18:14:40 main:574] : INFO : Epoch 1653 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 2311.55 ms [2022-02-16 18:14:42 main:574] : INFO : Epoch 1654 | loss: 0.031173 | val_loss: 0.0311958 | Time: 2289.86 ms [2022-02-16 18:14:44 main:574] : INFO : Epoch 1655 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 2297.96 ms [2022-02-16 18:14:47 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311876 | Time: 2293.75 ms [2022-02-16 18:14:49 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311938 | Time: 2311.54 ms [2022-02-16 18:14:51 main:574] : INFO : Epoch 1658 | loss: 0.0311738 | val_loss: 0.0311866 | Time: 2317.47 ms [2022-02-16 18:14:54 main:574] : INFO : Epoch 1659 | loss: 0.0311712 | val_loss: 0.0311864 | Time: 2312.06 ms [2022-02-16 18:14:56 main:574] : INFO : Epoch 1660 | loss: 0.0311724 | val_loss: 0.0311863 | Time: 2274.55 ms [2022-02-16 18:14:58 main:574] : INFO : Epoch 1661 | loss: 0.0311707 | val_loss: 0.0311903 | Time: 2312.42 ms [2022-02-16 18:15:01 main:574] : INFO : Epoch 1662 | loss: 0.0311735 | val_loss: 0.0311947 | Time: 2313.73 ms [2022-02-16 18:15:03 main:574] : INFO : Epoch 1663 | loss: 0.031174 | val_loss: 0.0311933 | Time: 2304.96 ms [2022-02-16 18:15:05 main:574] : INFO : Epoch 1664 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 2310.89 ms [2022-02-16 18:15:07 main:574] : INFO : Epoch 1665 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 2300.54 ms [2022-02-16 18:15:10 main:574] : INFO : Epoch 1666 | loss: 0.0311781 | val_loss: 0.0311909 | Time: 2284.43 ms [2022-02-16 18:15:12 main:574] : INFO : Epoch 1667 | loss: 0.0311756 | val_loss: 0.031189 | Time: 2316.11 ms [2022-02-16 18:15:14 main:574] : INFO : Epoch 1668 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 2297.84 ms [2022-02-16 18:15:17 main:574] : INFO : Epoch 1669 | loss: 0.0311718 | val_loss: 0.0311901 | Time: 2307.15 ms [2022-02-16 18:15:19 main:574] : INFO : Epoch 1670 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 2328.48 ms [2022-02-16 18:15:21 main:574] : INFO : Epoch 1671 | loss: 0.0311707 | val_loss: 0.0311846 | Time: 2308.17 ms [2022-02-16 18:15:24 main:574] : INFO : Epoch 1672 | loss: 0.0311714 | val_loss: 0.0311855 | Time: 2281.98 ms [2022-02-16 18:15:26 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311844 | Time: 2308.77 ms [2022-02-16 18:15:28 main:574] : INFO : Epoch 1674 | loss: 0.0311701 | val_loss: 0.0311859 | Time: 2290.84 ms [2022-02-16 18:15:31 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311851 | Time: 2301.51 ms [2022-02-16 18:15:33 main:574] : INFO : Epoch 1676 | loss: 0.0311688 | val_loss: 0.031186 | Time: 2282.45 ms [2022-02-16 18:15:35 main:574] : INFO : Epoch 1677 | loss: 0.0311678 | val_loss: 0.0311877 | Time: 2293.63 ms [2022-02-16 18:15:37 main:574] : INFO : Epoch 1678 | loss: 0.0311686 | val_loss: 0.0311852 | Time: 2271.6 ms [2022-02-16 18:15:40 main:574] : INFO : Epoch 1679 | loss: 0.0311685 | val_loss: 0.0311878 | Time: 2319.87 ms [2022-02-16 18:15:42 main:574] : INFO : Epoch 1680 | loss: 0.0311707 | val_loss: 0.0311862 | Time: 2304.26 ms [2022-02-16 18:15:44 main:574] : INFO : Epoch 1681 | loss: 0.031172 | val_loss: 0.031186 | Time: 2284.72 ms [2022-02-16 18:15:47 main:574] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311904 | Time: 2301.73 ms [2022-02-16 18:15:49 main:574] : INFO : Epoch 1683 | loss: 0.0311745 | val_loss: 0.031186 | Time: 2300.25 ms [2022-02-16 18:15:51 main:574] : INFO : Epoch 1684 | loss: 0.0311731 | val_loss: 0.0311908 | Time: 2273.93 ms [2022-02-16 18:15:53 main:574] : INFO : Epoch 1685 | loss: 0.0311726 | val_loss: 0.031191 | Time: 2265.51 ms [2022-02-16 18:15:56 main:574] : INFO : Epoch 1686 | loss: 0.0312044 | val_loss: 0.0312744 | Time: 2299.98 ms [2022-02-16 18:15:58 main:574] : INFO : Epoch 1687 | loss: 0.0332812 | val_loss: 0.032109 | Time: 2317.89 ms [2022-02-16 18:16:00 main:574] : INFO : Epoch 1688 | loss: 0.0335842 | val_loss: 0.035229 | Time: 2304 ms [2022-02-16 18:16:03 main:574] : INFO : Epoch 1689 | loss: 0.0321599 | val_loss: 0.0313358 | Time: 2289.39 ms [2022-02-16 18:16:05 main:574] : INFO : Epoch 1690 | loss: 0.0313479 | val_loss: 0.0312837 | Time: 2302.08 ms [2022-02-16 18:16:07 main:574] : INFO : Epoch 1691 | loss: 0.0312666 | val_loss: 0.0312547 | Time: 2299.78 ms [2022-02-16 18:16:10 main:574] : INFO : Epoch 1692 | loss: 0.0312519 | val_loss: 0.0312487 | Time: 2309.08 ms [2022-02-16 18:16:12 main:574] : INFO : Epoch 1693 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 2326.36 ms [2022-02-16 18:16:14 main:574] : INFO : Epoch 1694 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 2278.24 ms [2022-02-16 18:16:17 main:574] : INFO : Epoch 1695 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 2304.66 ms [2022-02-16 18:16:19 main:574] : INFO : Epoch 1696 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 2278.67 ms [2022-02-16 18:16:21 main:574] : INFO : Epoch 1697 | loss: 0.0312337 | val_loss: 0.0312336 | Time: 2291.39 ms [2022-02-16 18:16:23 main:574] : INFO : Epoch 1698 | loss: 0.0312312 | val_loss: 0.0312304 | Time: 2321.1 ms [2022-02-16 18:16:26 main:574] : INFO : Epoch 1699 | loss: 0.0312282 | val_loss: 0.0312288 | Time: 2327.67 ms [2022-02-16 18:16:28 main:574] : INFO : Epoch 1700 | loss: 0.0312264 | val_loss: 0.031227 | Time: 2285.06 ms [2022-02-16 18:16:30 main:574] : INFO : Epoch 1701 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 2269.34 ms [2022-02-16 18:16:33 main:574] : INFO : Epoch 1702 | loss: 0.0312227 | val_loss: 0.0312244 | Time: 2320.98 ms [2022-02-16 18:16:35 main:574] : INFO : Epoch 1703 | loss: 0.0312217 | val_loss: 0.0312243 | Time: 2287.19 ms [2022-02-16 18:16:37 main:574] : INFO : Epoch 1704 | loss: 0.0312216 | val_loss: 0.0312233 | Time: 2319.09 ms [2022-02-16 18:16:40 main:574] : INFO : Epoch 1705 | loss: 0.0312207 | val_loss: 0.0312225 | Time: 2300.02 ms [2022-02-16 18:16:42 main:574] : INFO : Epoch 1706 | loss: 0.03122 | val_loss: 0.031222 | Time: 2279.72 ms [2022-02-16 18:16:44 main:574] : INFO : Epoch 1707 | loss: 0.0312199 | val_loss: 0.0312219 | Time: 2301.7 ms [2022-02-16 18:16:46 main:574] : INFO : Epoch 1708 | loss: 0.0312192 | val_loss: 0.0312213 | Time: 2309.96 ms [2022-02-16 18:16:49 main:574] : INFO : Epoch 1709 | loss: 0.0312183 | val_loss: 0.0312215 | Time: 2306.78 ms [2022-02-16 18:16:51 main:574] : INFO : Epoch 1710 | loss: 0.0312182 | val_loss: 0.0312206 | Time: 2299.71 ms [2022-02-16 18:16:53 main:574] : INFO : Epoch 1711 | loss: 0.031217 | val_loss: 0.03122 | Time: 2287.3 ms [2022-02-16 18:16:56 main:574] : INFO : Epoch 1712 | loss: 0.0312164 | val_loss: 0.0312196 | Time: 2327.21 ms [2022-02-16 18:16:58 main:574] : INFO : Epoch 1713 | loss: 0.0312161 | val_loss: 0.0312192 | Time: 2323.56 ms [2022-02-16 18:17:01 main:574] : INFO : Epoch 1714 | loss: 0.0312155 | val_loss: 0.0312183 | Time: 2497.49 ms [2022-02-16 18:17:03 main:574] : INFO : Epoch 1715 | loss: 0.031215 | val_loss: 0.0312176 | Time: 2313.23 ms [2022-02-16 18:17:05 main:574] : INFO : Epoch 1716 | loss: 0.0312142 | val_loss: 0.0312174 | Time: 2292.67 ms [2022-02-16 18:17:07 main:574] : INFO : Epoch 1717 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 2283.54 ms [2022-02-16 18:17:10 main:574] : INFO : Epoch 1718 | loss: 0.0312134 | val_loss: 0.0312158 | Time: 2295.41 ms [2022-02-16 18:17:12 main:574] : INFO : Epoch 1719 | loss: 0.0312123 | val_loss: 0.0312145 | Time: 2285.22 ms [2022-02-16 18:17:14 main:574] : INFO : Epoch 1720 | loss: 0.0312119 | val_loss: 0.0312139 | Time: 2299.26 ms [2022-02-16 18:17:17 main:574] : INFO : Epoch 1721 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 2324.06 ms [2022-02-16 18:17:19 main:574] : INFO : Epoch 1722 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2304.18 ms [2022-02-16 18:17:21 main:574] : INFO : Epoch 1723 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 2277.76 ms [2022-02-16 18:17:24 main:574] : INFO : Epoch 1724 | loss: 0.0312089 | val_loss: 0.0312119 | Time: 2294.92 ms [2022-02-16 18:17:26 main:574] : INFO : Epoch 1725 | loss: 0.0312089 | val_loss: 0.0312107 | Time: 2314.25 ms [2022-02-16 18:17:28 main:574] : INFO : Epoch 1726 | loss: 0.0312076 | val_loss: 0.0312094 | Time: 2283.04 ms [2022-02-16 18:17:30 main:574] : INFO : Epoch 1727 | loss: 0.0312071 | val_loss: 0.0312091 | Time: 2297.57 ms [2022-02-16 18:17:33 main:574] : INFO : Epoch 1728 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 2318.5 ms [2022-02-16 18:17:35 main:574] : INFO : Epoch 1729 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 2308.15 ms [2022-02-16 18:17:37 main:574] : INFO : Epoch 1730 | loss: 0.0312066 | val_loss: 0.0312068 | Time: 2314.62 ms [2022-02-16 18:17:40 main:574] : INFO : Epoch 1731 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 2321.86 ms [2022-02-16 18:17:42 main:574] : INFO : Epoch 1732 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 2315.61 ms [2022-02-16 18:17:44 main:574] : INFO : Epoch 1733 | loss: 0.0312019 | val_loss: 0.031202 | Time: 2269.81 ms [2022-02-16 18:17:47 main:574] : INFO : Epoch 1734 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 2316.39 ms [2022-02-16 18:17:49 main:574] : INFO : Epoch 1735 | loss: 0.0311986 | val_loss: 0.0312009 | Time: 2274.72 ms [2022-02-16 18:17:51 main:574] : INFO : Epoch 1736 | loss: 0.031196 | val_loss: 0.0311964 | Time: 2286.48 ms [2022-02-16 18:17:54 main:574] : INFO : Epoch 1737 | loss: 0.0311971 | val_loss: 0.0312071 | Time: 2276.93 ms [2022-02-16 18:17:56 main:574] : INFO : Epoch 1738 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 2276.12 ms [2022-02-16 18:17:58 main:574] : INFO : Epoch 1739 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 2314.42 ms [2022-02-16 18:18:00 main:574] : INFO : Epoch 1740 | loss: 0.0312012 | val_loss: 0.031201 | Time: 2296.83 ms [2022-02-16 18:18:03 main:574] : INFO : Epoch 1741 | loss: 0.0312004 | val_loss: 0.0312005 | Time: 2309.73 ms [2022-02-16 18:18:05 main:574] : INFO : Epoch 1742 | loss: 0.0311987 | val_loss: 0.031199 | Time: 2295.05 ms [2022-02-16 18:18:07 main:574] : INFO : Epoch 1743 | loss: 0.0311983 | val_loss: 0.0311981 | Time: 2309.87 ms [2022-02-16 18:18:10 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.0311973 | Time: 2311.2 ms [2022-02-16 18:18:12 main:574] : INFO : Epoch 1745 | loss: 0.031196 | val_loss: 0.0311962 | Time: 2302.47 ms [2022-02-16 18:18:14 main:574] : INFO : Epoch 1746 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 2280.39 ms [2022-02-16 18:18:17 main:574] : INFO : Epoch 1747 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 2304.43 ms [2022-02-16 18:18:19 main:574] : INFO : Epoch 1748 | loss: 0.0311902 | val_loss: 0.0311906 | Time: 2304.58 ms [2022-02-16 18:18:21 main:574] : INFO : Epoch 1749 | loss: 0.0311894 | val_loss: 0.0311896 | Time: 2531.78 ms [2022-02-16 18:18:24 main:574] : INFO : Epoch 1750 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2290.98 ms [2022-02-16 18:18:26 main:574] : INFO : Epoch 1751 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 2273.62 ms [2022-02-16 18:18:28 main:574] : INFO : Epoch 1752 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 2306.09 ms [2022-02-16 18:18:31 main:574] : INFO : Epoch 1753 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 2288.52 ms [2022-02-16 18:18:33 main:574] : INFO : Epoch 1754 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 2307 ms [2022-02-16 18:18:35 main:574] : INFO : Epoch 1755 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 2300.4 ms [2022-02-16 18:18:38 main:574] : INFO : Epoch 1756 | loss: 0.0311859 | val_loss: 0.0311869 | Time: 2320.09 ms [2022-02-16 18:18:40 main:574] : INFO : Epoch 1757 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 2291.04 ms [2022-02-16 18:18:42 main:574] : INFO : Epoch 1758 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 2283.73 ms [2022-02-16 18:18:44 main:574] : INFO : Epoch 1759 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 2298.5 ms [2022-02-16 18:18:47 main:574] : INFO : Epoch 1760 | loss: 0.0311842 | val_loss: 0.031187 | Time: 2337.85 ms [2022-02-16 18:18:49 main:574] : INFO : Epoch 1761 | loss: 0.0311843 | val_loss: 0.0311893 | Time: 2351 ms [2022-02-16 18:18:52 main:574] : INFO : Epoch 1762 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 2470.44 ms [2022-02-16 18:18:54 main:574] : INFO : Epoch 1763 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 2540.4 ms [2022-02-16 18:18:57 main:574] : INFO : Epoch 1764 | loss: 0.0311839 | val_loss: 0.0311885 | Time: 2567.7 ms [2022-02-16 18:18:59 main:574] : INFO : Epoch 1765 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 2438.65 ms [2022-02-16 18:19:02 main:574] : INFO : Epoch 1766 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 2431.42 ms [2022-02-16 18:19:04 main:574] : INFO : Epoch 1767 | loss: 0.031182 | val_loss: 0.0311857 | Time: 2429.04 ms [2022-02-16 18:19:06 main:574] : INFO : Epoch 1768 | loss: 0.0311824 | val_loss: 0.0311918 | Time: 2448.94 ms [2022-02-16 18:19:09 main:574] : INFO : Epoch 1769 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 2379.98 ms [2022-02-16 18:19:11 main:574] : INFO : Epoch 1770 | loss: 0.0311827 | val_loss: 0.031188 | Time: 2443.35 ms [2022-02-16 18:19:14 main:574] : INFO : Epoch 1771 | loss: 0.0311813 | val_loss: 0.031187 | Time: 2423.11 ms [2022-02-16 18:19:16 main:574] : INFO : Epoch 1772 | loss: 0.0311805 | val_loss: 0.0311881 | Time: 2348.14 ms [2022-02-16 18:19:18 main:574] : INFO : Epoch 1773 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 2373.24 ms [2022-02-16 18:19:21 main:574] : INFO : Epoch 1774 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 2448.9 ms [2022-02-16 18:19:23 main:574] : INFO : Epoch 1775 | loss: 0.0311802 | val_loss: 0.031188 | Time: 2481.87 ms [2022-02-16 18:19:26 main:574] : INFO : Epoch 1776 | loss: 0.0311787 | val_loss: 0.031189 | Time: 2405.32 ms [2022-02-16 18:19:28 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311889 | Time: 2402.2 ms [2022-02-16 18:19:31 main:574] : INFO : Epoch 1778 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 2483.81 ms [2022-02-16 18:19:33 main:574] : INFO : Epoch 1779 | loss: 0.0311791 | val_loss: 0.0311871 | Time: 2470.69 ms [2022-02-16 18:19:36 main:574] : INFO : Epoch 1780 | loss: 0.0311804 | val_loss: 0.0311873 | Time: 2404.77 ms [2022-02-16 18:19:38 main:574] : INFO : Epoch 1781 | loss: 0.031181 | val_loss: 0.0311914 | Time: 2405.85 ms [2022-02-16 18:19:40 main:574] : INFO : Epoch 1782 | loss: 0.0311796 | val_loss: 0.0311888 | Time: 2351.7 ms [2022-02-16 18:19:43 main:574] : INFO : Epoch 1783 | loss: 0.031179 | val_loss: 0.0311879 | Time: 2363.56 ms [2022-02-16 18:19:45 main:574] : INFO : Epoch 1784 | loss: 0.0311787 | val_loss: 0.0311883 | Time: 2325.89 ms [2022-02-16 18:19:47 main:574] : INFO : Epoch 1785 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 2364.01 ms [2022-02-16 18:19:50 main:574] : INFO : Epoch 1786 | loss: 0.0311781 | val_loss: 0.0311875 | Time: 2322.88 ms [2022-02-16 18:19:52 main:574] : INFO : Epoch 1787 | loss: 0.0311799 | val_loss: 0.0311886 | Time: 2425.89 ms [2022-02-16 18:19:55 main:574] : INFO : Epoch 1788 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 2489.83 ms [2022-02-16 18:19:57 main:574] : INFO : Epoch 1789 | loss: 0.0311798 | val_loss: 0.0311884 | Time: 2347.79 ms [2022-02-16 18:19:59 main:574] : INFO : Epoch 1790 | loss: 0.0311782 | val_loss: 0.0311886 | Time: 2358.33 ms [2022-02-16 18:20:02 main:574] : INFO : Epoch 1791 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 2581.07 ms [2022-02-16 18:20:05 main:574] : INFO : Epoch 1792 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 2664.83 ms [2022-02-16 18:20:07 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 2622.69 ms [2022-02-16 18:20:10 main:574] : INFO : Epoch 1794 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 2710.83 ms [2022-02-16 18:20:13 main:574] : INFO : Epoch 1795 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 2719.09 ms [2022-02-16 18:20:15 main:574] : INFO : Epoch 1796 | loss: 0.0311777 | val_loss: 0.0311853 | Time: 2635.36 ms [2022-02-16 18:20:18 main:574] : INFO : Epoch 1797 | loss: 0.0311781 | val_loss: 0.031184 | Time: 2617.53 ms [2022-02-16 18:20:21 main:574] : INFO : Epoch 1798 | loss: 0.0311767 | val_loss: 0.031187 | Time: 2636.07 ms [2022-02-16 18:20:23 main:574] : INFO : Epoch 1799 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 2655.04 ms [2022-02-16 18:20:26 main:574] : INFO : Epoch 1800 | loss: 0.0311775 | val_loss: 0.0311861 | Time: 2686.96 ms [2022-02-16 18:20:29 main:574] : INFO : Epoch 1801 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 2626.14 ms [2022-02-16 18:20:31 main:574] : INFO : Epoch 1802 | loss: 0.0311759 | val_loss: 0.0311863 | Time: 2682.27 ms [2022-02-16 18:20:34 main:574] : INFO : Epoch 1803 | loss: 0.0311747 | val_loss: 0.0311856 | Time: 2620.18 ms [2022-02-16 18:20:37 main:574] : INFO : Epoch 1804 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 2643.87 ms [2022-02-16 18:20:39 main:574] : INFO : Epoch 1805 | loss: 0.0311747 | val_loss: 0.0311856 | Time: 2644.08 ms [2022-02-16 18:20:42 main:574] : INFO : Epoch 1806 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 2651.69 ms [2022-02-16 18:20:44 main:574] : INFO : Epoch 1807 | loss: 0.0311761 | val_loss: 0.0311843 | Time: 2650.59 ms [2022-02-16 18:20:47 main:574] : INFO : Epoch 1808 | loss: 0.0311766 | val_loss: 0.031187 | Time: 2670.85 ms [2022-02-16 18:20:50 main:574] : INFO : Epoch 1809 | loss: 0.0311764 | val_loss: 0.0311883 | Time: 2638.19 ms [2022-02-16 18:20:52 main:574] : INFO : Epoch 1810 | loss: 0.0311758 | val_loss: 0.0311861 | Time: 2654.56 ms [2022-02-16 18:20:55 main:574] : INFO : Epoch 1811 | loss: 0.0311753 | val_loss: 0.031186 | Time: 2669 ms [2022-02-16 18:20:58 main:574] : INFO : Epoch 1812 | loss: 0.0311747 | val_loss: 0.0311853 | Time: 2670.94 ms [2022-02-16 18:21:01 main:574] : INFO : Epoch 1813 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 2684.12 ms [2022-02-16 18:21:03 main:574] : INFO : Epoch 1814 | loss: 0.0311784 | val_loss: 0.031186 | Time: 2645.14 ms [2022-02-16 18:21:06 main:574] : INFO : Epoch 1815 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 2631.27 ms [2022-02-16 18:21:08 main:574] : INFO : Epoch 1816 | loss: 0.0311771 | val_loss: 0.0311846 | Time: 2633.56 ms [2022-02-16 18:21:11 main:574] : INFO : Epoch 1817 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 2668.38 ms [2022-02-16 18:21:14 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311848 | Time: 2621.52 ms [2022-02-16 18:21:16 main:574] : INFO : Epoch 1819 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2618.48 ms [2022-02-16 18:21:19 main:574] : INFO : Epoch 1820 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 2626.97 ms [2022-02-16 18:21:22 main:574] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2613.59 ms [2022-02-16 18:21:24 main:574] : INFO : Epoch 1822 | loss: 0.0311754 | val_loss: 0.0311876 | Time: 2657.83 ms [2022-02-16 18:21:27 main:574] : INFO : Epoch 1823 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 2683.69 ms [2022-02-16 18:21:30 main:574] : INFO : Epoch 1824 | loss: 0.0311747 | val_loss: 0.0311862 | Time: 2683.23 ms [2022-02-16 18:21:32 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.031187 | Time: 2694.25 ms [2022-02-16 18:21:35 main:574] : INFO : Epoch 1826 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 2646.44 ms [2022-02-16 18:21:38 main:574] : INFO : Epoch 1827 | loss: 0.0311729 | val_loss: 0.0311846 | Time: 2593.93 ms [2022-02-16 18:21:40 main:574] : INFO : Epoch 1828 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 2632.64 ms [2022-02-16 18:21:43 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2646.18 ms [2022-02-16 18:21:45 main:574] : INFO : Epoch 1830 | loss: 0.0311756 | val_loss: 0.0311885 | Time: 2628.06 ms [2022-02-16 18:21:48 main:574] : INFO : Epoch 1831 | loss: 0.031174 | val_loss: 0.0311846 | Time: 2652.29 ms [2022-02-16 18:21:51 main:574] : INFO : Epoch 1832 | loss: 0.0311734 | val_loss: 0.0311864 | Time: 2695.47 ms [2022-02-16 18:21:54 main:574] : INFO : Epoch 1833 | loss: 0.0311734 | val_loss: 0.0311887 | Time: 2646.88 ms [2022-02-16 18:21:56 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311875 | Time: 2679.48 ms [2022-02-16 18:21:59 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 2653.44 ms [2022-02-16 18:22:02 main:574] : INFO : Epoch 1836 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 2675.67 ms [2022-02-16 18:22:04 main:574] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311844 | Time: 2663.57 ms [2022-02-16 18:22:07 main:574] : INFO : Epoch 1838 | loss: 0.0311751 | val_loss: 0.0311861 | Time: 2648.37 ms [2022-02-16 18:22:10 main:574] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.0311871 | Time: 2652.58 ms [2022-02-16 18:22:12 main:574] : INFO : Epoch 1840 | loss: 0.031173 | val_loss: 0.0311879 | Time: 2688.1 ms [2022-02-16 18:22:15 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311891 | Time: 2631.85 ms [2022-02-16 18:22:17 main:574] : INFO : Epoch 1842 | loss: 0.0311725 | val_loss: 0.0311901 | Time: 2633.56 ms [2022-02-16 18:22:20 main:574] : INFO : Epoch 1843 | loss: 0.0311712 | val_loss: 0.0311858 | Time: 2649.25 ms [2022-02-16 18:22:23 main:574] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 2636.06 ms [2022-02-16 18:22:25 main:574] : INFO : Epoch 1845 | loss: 0.0311716 | val_loss: 0.0311834 | Time: 2675.3 ms [2022-02-16 18:22:28 main:574] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 2659.22 ms [2022-02-16 18:22:31 main:574] : INFO : Epoch 1847 | loss: 0.0311714 | val_loss: 0.0311839 | Time: 2665.76 ms [2022-02-16 18:22:33 main:574] : INFO : Epoch 1848 | loss: 0.0311723 | val_loss: 0.0311848 | Time: 2648.07 ms [2022-02-16 18:22:36 main:574] : INFO : Epoch 1849 | loss: 0.0311727 | val_loss: 0.0311925 | Time: 2719.64 ms [2022-02-16 18:22:39 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311864 | Time: 2603.08 ms [2022-02-16 18:22:41 main:574] : INFO : Epoch 1851 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 2668.21 ms [2022-02-16 18:22:44 main:574] : INFO : Epoch 1852 | loss: 0.0311712 | val_loss: 0.0311825 | Time: 2600.99 ms [2022-02-16 18:22:47 main:574] : INFO : Epoch 1853 | loss: 0.0311705 | val_loss: 0.0311872 | Time: 2619.24 ms [2022-02-16 18:22:49 main:574] : INFO : Epoch 1854 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 2621.11 ms [2022-02-16 18:22:52 main:574] : INFO : Epoch 1855 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 2610.96 ms [2022-02-16 18:22:55 main:574] : INFO : Epoch 1856 | loss: 0.031172 | val_loss: 0.0311853 | Time: 2775.97 ms [2022-02-16 18:22:57 main:574] : INFO : Epoch 1857 | loss: 0.031171 | val_loss: 0.0311832 | Time: 2776.39 ms [2022-02-16 18:23:00 main:574] : INFO : Epoch 1858 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2655.59 ms [2022-02-16 18:23:03 main:574] : INFO : Epoch 1859 | loss: 0.031173 | val_loss: 0.031184 | Time: 2691.87 ms [2022-02-16 18:23:05 main:574] : INFO : Epoch 1860 | loss: 0.0311714 | val_loss: 0.0311868 | Time: 2644.46 ms [2022-02-16 18:23:08 main:574] : INFO : Epoch 1861 | loss: 0.0311714 | val_loss: 0.0311869 | Time: 2681.29 ms [2022-02-16 18:23:11 main:574] : INFO : Epoch 1862 | loss: 0.0311726 | val_loss: 0.0311867 | Time: 2618.84 ms [2022-02-16 18:23:13 main:574] : INFO : Epoch 1863 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2629.46 ms [2022-02-16 18:23:16 main:574] : INFO : Epoch 1864 | loss: 0.0311741 | val_loss: 0.031185 | Time: 2677.09 ms [2022-02-16 18:23:19 main:574] : INFO : Epoch 1865 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 2635.79 ms [2022-02-16 18:23:21 main:574] : INFO : Epoch 1866 | loss: 0.031185 | val_loss: 0.0312009 | Time: 2671.34 ms [2022-02-16 18:23:24 main:574] : INFO : Epoch 1867 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 2650.41 ms [2022-02-16 18:23:27 main:574] : INFO : Epoch 1868 | loss: 0.0311828 | val_loss: 0.031189 | Time: 2676.95 ms [2022-02-16 18:23:29 main:574] : INFO : Epoch 1869 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2677.83 ms [2022-02-16 18:23:32 main:574] : INFO : Epoch 1870 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 2639.63 ms [2022-02-16 18:23:35 main:574] : INFO : Epoch 1871 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2659.32 ms [2022-02-16 18:23:37 main:574] : INFO : Epoch 1872 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2626.88 ms [2022-02-16 18:23:40 main:574] : INFO : Epoch 1873 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 2655.26 ms [2022-02-16 18:23:43 main:574] : INFO : Epoch 1874 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 2649.46 ms [2022-02-16 18:23:45 main:574] : INFO : Epoch 1875 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 2707.99 ms [2022-02-16 18:23:48 main:574] : INFO : Epoch 1876 | loss: 0.0311761 | val_loss: 0.0311892 | Time: 2638.77 ms [2022-02-16 18:23:51 main:574] : INFO : Epoch 1877 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 2630.57 ms [2022-02-16 18:23:53 main:574] : INFO : Epoch 1878 | loss: 0.0311817 | val_loss: 0.0311864 | Time: 2663.78 ms [2022-02-16 18:23:56 main:574] : INFO : Epoch 1879 | loss: 0.031178 | val_loss: 0.0311834 | Time: 2657.35 ms [2022-02-16 18:23:59 main:574] : INFO : Epoch 1880 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 2665.29 ms [2022-02-16 18:24:01 main:574] : INFO : Epoch 1881 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 2673.42 ms [2022-02-16 18:24:04 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311844 | Time: 2642.56 ms [2022-02-16 18:24:07 main:574] : INFO : Epoch 1883 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 2651.46 ms [2022-02-16 18:24:09 main:574] : INFO : Epoch 1884 | loss: 0.031174 | val_loss: 0.0311885 | Time: 2634.07 ms [2022-02-16 18:24:12 main:574] : INFO : Epoch 1885 | loss: 0.0311734 | val_loss: 0.0311858 | Time: 2660.74 ms [2022-02-16 18:24:15 main:574] : INFO : Epoch 1886 | loss: 0.0311713 | val_loss: 0.0311842 | Time: 2652.58 ms [2022-02-16 18:24:17 main:574] : INFO : Epoch 1887 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 2684.29 ms [2022-02-16 18:24:20 main:574] : INFO : Epoch 1888 | loss: 0.031172 | val_loss: 0.031184 | Time: 2680.26 ms [2022-02-16 18:24:23 main:574] : INFO : Epoch 1889 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 2652.93 ms [2022-02-16 18:24:25 main:574] : INFO : Epoch 1890 | loss: 0.0311722 | val_loss: 0.031184 | Time: 2683.58 ms [2022-02-16 18:24:28 main:574] : INFO : Epoch 1891 | loss: 0.0311714 | val_loss: 0.0311862 | Time: 2643.79 ms [2022-02-16 18:24:31 main:574] : INFO : Epoch 1892 | loss: 0.0311731 | val_loss: 0.0311858 | Time: 2661.69 ms [2022-02-16 18:24:33 main:574] : INFO : Epoch 1893 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 2630.78 ms [2022-02-16 18:24:36 main:574] : INFO : Epoch 1894 | loss: 0.0311819 | val_loss: 0.031186 | Time: 2629.56 ms [2022-02-16 18:24:39 main:574] : INFO : Epoch 1895 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 2694.31 ms [2022-02-16 18:24:41 main:574] : INFO : Epoch 1896 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2638.4 ms [2022-02-16 18:24:44 main:574] : INFO : Epoch 1897 | loss: 0.0311795 | val_loss: 0.031185 | Time: 2638.98 ms [2022-02-16 18:24:47 main:574] : INFO : Epoch 1898 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 2644.77 ms [2022-02-16 18:24:49 main:574] : INFO : Epoch 1899 | loss: 0.0311791 | val_loss: 0.031185 | Time: 2663.03 ms [2022-02-16 18:24:52 main:574] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311895 | Time: 2681.77 ms [2022-02-16 18:24:55 main:574] : INFO : Epoch 1901 | loss: 0.0311787 | val_loss: 0.0311879 | Time: 2611.22 ms [2022-02-16 18:24:57 main:574] : INFO : Epoch 1902 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 2660.13 ms [2022-02-16 18:25:00 main:574] : INFO : Epoch 1903 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 2672.22 ms [2022-02-16 18:25:03 main:574] : INFO : Epoch 1904 | loss: 0.031176 | val_loss: 0.0311849 | Time: 2660.12 ms [2022-02-16 18:25:05 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 2646.04 ms [2022-02-16 18:25:08 main:574] : INFO : Epoch 1906 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 2670.03 ms [2022-02-16 18:25:11 main:574] : INFO : Epoch 1907 | loss: 0.0311741 | val_loss: 0.031185 | Time: 2699.4 ms [2022-02-16 18:25:13 main:574] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 2664.77 ms [2022-02-16 18:25:16 main:574] : INFO : Epoch 1909 | loss: 0.0311742 | val_loss: 0.0311845 | Time: 2664.56 ms [2022-02-16 18:25:19 main:574] : INFO : Epoch 1910 | loss: 0.0311754 | val_loss: 0.0311866 | Time: 2672.07 ms [2022-02-16 18:25:21 main:574] : INFO : Epoch 1911 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 2599.97 ms [2022-02-16 18:25:24 main:574] : INFO : Epoch 1912 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 2599.91 ms [2022-02-16 18:25:26 main:574] : INFO : Epoch 1913 | loss: 0.031178 | val_loss: 0.0311902 | Time: 2603.44 ms [2022-02-16 18:25:29 main:574] : INFO : Epoch 1914 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 2669.14 ms [2022-02-16 18:25:32 main:574] : INFO : Epoch 1915 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 2677.6 ms [2022-02-16 18:25:34 main:574] : INFO : Epoch 1916 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2653.66 ms [2022-02-16 18:25:37 main:574] : INFO : Epoch 1917 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 2637.78 ms [2022-02-16 18:25:40 main:574] : INFO : Epoch 1918 | loss: 0.0311725 | val_loss: 0.0311902 | Time: 2673.21 ms [2022-02-16 18:25:42 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311859 | Time: 2644.4 ms [2022-02-16 18:25:45 main:574] : INFO : Epoch 1920 | loss: 0.0311724 | val_loss: 0.031186 | Time: 2701.95 ms [2022-02-16 18:25:48 main:574] : INFO : Epoch 1921 | loss: 0.0311746 | val_loss: 0.0311869 | Time: 2658.38 ms [2022-02-16 18:25:50 main:574] : INFO : Epoch 1922 | loss: 0.0311745 | val_loss: 0.031191 | Time: 2663.26 ms [2022-02-16 18:25:53 main:574] : INFO : Epoch 1923 | loss: 0.031176 | val_loss: 0.0311847 | Time: 2682.07 ms [2022-02-16 18:25:56 main:574] : INFO : Epoch 1924 | loss: 0.0311743 | val_loss: 0.0311858 | Time: 2670.72 ms [2022-02-16 18:25:58 main:574] : INFO : Epoch 1925 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 2653.65 ms [2022-02-16 18:26:01 main:574] : INFO : Epoch 1926 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2698.77 ms [2022-02-16 18:26:04 main:574] : INFO : Epoch 1927 | loss: 0.0311716 | val_loss: 0.031181 | Time: 2631.31 ms [2022-02-16 18:26:06 main:574] : INFO : Epoch 1928 | loss: 0.0311736 | val_loss: 0.0311867 | Time: 2659.94 ms [2022-02-16 18:26:09 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 2628.76 ms [2022-02-16 18:26:12 main:574] : INFO : Epoch 1930 | loss: 0.0311734 | val_loss: 0.0311846 | Time: 2664.44 ms [2022-02-16 18:26:14 main:574] : INFO : Epoch 1931 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 2608.72 ms [2022-02-16 18:26:17 main:574] : INFO : Epoch 1932 | loss: 0.0311727 | val_loss: 0.0311892 | Time: 2677.25 ms [2022-02-16 18:26:20 main:574] : INFO : Epoch 1933 | loss: 0.0311724 | val_loss: 0.031188 | Time: 2672.64 ms [2022-02-16 18:26:22 main:574] : INFO : Epoch 1934 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 2640.18 ms [2022-02-16 18:26:25 main:574] : INFO : Epoch 1935 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 2618.54 ms [2022-02-16 18:26:28 main:574] : INFO : Epoch 1936 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 2649.67 ms [2022-02-16 18:26:30 main:574] : INFO : Epoch 1937 | loss: 0.031173 | val_loss: 0.0311855 | Time: 2641.36 ms [2022-02-16 18:26:33 main:574] : INFO : Epoch 1938 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 2645.67 ms [2022-02-16 18:26:36 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.031183 | Time: 2600.27 ms [2022-02-16 18:26:38 main:574] : INFO : Epoch 1940 | loss: 0.0311806 | val_loss: 0.031187 | Time: 2609.42 ms [2022-02-16 18:26:41 main:574] : INFO : Epoch 1941 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 2630.76 ms [2022-02-16 18:26:43 main:574] : INFO : Epoch 1942 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 2672.05 ms [2022-02-16 18:26:46 main:574] : INFO : Epoch 1943 | loss: 0.0311778 | val_loss: 0.0311863 | Time: 2624.91 ms [2022-02-16 18:26:49 main:574] : INFO : Epoch 1944 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2669.29 ms [2022-02-16 18:26:51 main:574] : INFO : Epoch 1945 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 2603.49 ms [2022-02-16 18:26:54 main:574] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 2672.11 ms [2022-02-16 18:26:57 main:574] : INFO : Epoch 1947 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2635.74 ms [2022-02-16 18:26:59 main:574] : INFO : Epoch 1948 | loss: 0.031175 | val_loss: 0.0311835 | Time: 2669.86 ms [2022-02-16 18:27:02 main:574] : INFO : Epoch 1949 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 2696.91 ms [2022-02-16 18:27:05 main:574] : INFO : Epoch 1950 | loss: 0.031176 | val_loss: 0.0311847 | Time: 2637.25 ms [2022-02-16 18:27:07 main:574] : INFO : Epoch 1951 | loss: 0.0311759 | val_loss: 0.0311889 | Time: 2647.02 ms [2022-02-16 18:27:10 main:574] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 2645.36 ms [2022-02-16 18:27:13 main:574] : INFO : Epoch 1953 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 2650.12 ms [2022-02-16 18:27:15 main:574] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 2667.36 ms [2022-02-16 18:27:18 main:574] : INFO : Epoch 1955 | loss: 0.0311748 | val_loss: 0.0311836 | Time: 2664.95 ms [2022-02-16 18:27:21 main:574] : INFO : Epoch 1956 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 2648.07 ms [2022-02-16 18:27:23 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.0311842 | Time: 2637.49 ms [2022-02-16 18:27:26 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 2652.02 ms [2022-02-16 18:27:29 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 2640.47 ms [2022-02-16 18:27:31 main:574] : INFO : Epoch 1960 | loss: 0.0311717 | val_loss: 0.031185 | Time: 2661.45 ms [2022-02-16 18:27:34 main:574] : INFO : Epoch 1961 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 2642.69 ms [2022-02-16 18:27:37 main:574] : INFO : Epoch 1962 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 2640.84 ms [2022-02-16 18:27:39 main:574] : INFO : Epoch 1963 | loss: 0.031173 | val_loss: 0.0311861 | Time: 2663.7 ms [2022-02-16 18:27:42 main:574] : INFO : Epoch 1964 | loss: 0.0311716 | val_loss: 0.0311854 | Time: 2647.31 ms [2022-02-16 18:27:45 main:574] : INFO : Epoch 1965 | loss: 0.0311716 | val_loss: 0.0311865 | Time: 2646.13 ms [2022-02-16 18:27:47 main:574] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 2655.98 ms [2022-02-16 18:27:50 main:574] : INFO : Epoch 1967 | loss: 0.0311722 | val_loss: 0.0311856 | Time: 2644.33 ms [2022-02-16 18:27:52 main:574] : INFO : Epoch 1968 | loss: 0.0311716 | val_loss: 0.0311856 | Time: 2607.25 ms [2022-02-16 18:27:55 main:574] : INFO : Epoch 1969 | loss: 0.0311713 | val_loss: 0.0311857 | Time: 2631.27 ms [2022-02-16 18:27:58 main:574] : INFO : Epoch 1970 | loss: 0.0311709 | val_loss: 0.0311869 | Time: 2626.64 ms [2022-02-16 18:28:00 main:574] : INFO : Epoch 1971 | loss: 0.0311693 | val_loss: 0.0311874 | Time: 2613.54 ms [2022-02-16 18:28:03 main:574] : INFO : Epoch 1972 | loss: 0.0311712 | val_loss: 0.0311887 | Time: 2619.97 ms [2022-02-16 18:28:06 main:574] : INFO : Epoch 1973 | loss: 0.0311747 | val_loss: 0.0311889 | Time: 2647.33 ms [2022-02-16 18:28:08 main:574] : INFO : Epoch 1974 | loss: 0.0311747 | val_loss: 0.0311871 | Time: 2634.36 ms [2022-02-16 18:28:11 main:574] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 2641.04 ms [2022-02-16 18:28:14 main:574] : INFO : Epoch 1976 | loss: 0.0311714 | val_loss: 0.0311851 | Time: 2619.66 ms [2022-02-16 18:28:16 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.0311866 | Time: 2593.61 ms [2022-02-16 18:28:19 main:574] : INFO : Epoch 1978 | loss: 0.0311701 | val_loss: 0.0311834 | Time: 2654.55 ms [2022-02-16 18:28:21 main:574] : INFO : Epoch 1979 | loss: 0.0311707 | val_loss: 0.0311859 | Time: 2616.38 ms [2022-02-16 18:28:24 main:574] : INFO : Epoch 1980 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2644.88 ms [2022-02-16 18:28:27 main:574] : INFO : Epoch 1981 | loss: 0.0311713 | val_loss: 0.0311843 | Time: 2636.92 ms [2022-02-16 18:28:29 main:574] : INFO : Epoch 1982 | loss: 0.0311713 | val_loss: 0.0311882 | Time: 2648.39 ms [2022-02-16 18:28:32 main:574] : INFO : Epoch 1983 | loss: 0.0311717 | val_loss: 0.0311871 | Time: 2661.65 ms [2022-02-16 18:28:35 main:574] : INFO : Epoch 1984 | loss: 0.0311718 | val_loss: 0.0311873 | Time: 2636.66 ms [2022-02-16 18:28:37 main:574] : INFO : Epoch 1985 | loss: 0.0311695 | val_loss: 0.0311844 | Time: 2651.51 ms [2022-02-16 18:28:40 main:574] : INFO : Epoch 1986 | loss: 0.0311695 | val_loss: 0.0311924 | Time: 2628.06 ms [2022-02-16 18:28:43 main:574] : INFO : Epoch 1987 | loss: 0.0311698 | val_loss: 0.0311881 | Time: 2701.32 ms [2022-02-16 18:28:45 main:574] : INFO : Epoch 1988 | loss: 0.0311714 | val_loss: 0.0311898 | Time: 2650.23 ms [2022-02-16 18:28:48 main:574] : INFO : Epoch 1989 | loss: 0.0311711 | val_loss: 0.0311877 | Time: 2642.21 ms [2022-02-16 18:28:51 main:574] : INFO : Epoch 1990 | loss: 0.0311716 | val_loss: 0.0311884 | Time: 2652.39 ms [2022-02-16 18:28:53 main:574] : INFO : Epoch 1991 | loss: 0.0311709 | val_loss: 0.0311892 | Time: 2615.84 ms [2022-02-16 18:28:56 main:574] : INFO : Epoch 1992 | loss: 0.0311705 | val_loss: 0.031187 | Time: 2615.23 ms [2022-02-16 18:28:58 main:574] : INFO : Epoch 1993 | loss: 0.0311731 | val_loss: 0.0311861 | Time: 2613.91 ms [2022-02-16 18:29:01 main:574] : INFO : Epoch 1994 | loss: 0.0311688 | val_loss: 0.0311831 | Time: 2661.04 ms [2022-02-16 18:29:04 main:574] : INFO : Epoch 1995 | loss: 0.031171 | val_loss: 0.0311871 | Time: 2675.67 ms [2022-02-16 18:29:06 main:574] : INFO : Epoch 1996 | loss: 0.0311701 | val_loss: 0.0311817 | Time: 2627.66 ms [2022-02-16 18:29:09 main:574] : INFO : Epoch 1997 | loss: 0.0311712 | val_loss: 0.0311892 | Time: 2633.62 ms [2022-02-16 18:29:12 main:574] : INFO : Epoch 1998 | loss: 0.0311696 | val_loss: 0.031185 | Time: 2675.25 ms [2022-02-16 18:29:14 main:574] : INFO : Epoch 1999 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 2634.69 ms [2022-02-16 18:29:17 main:574] : INFO : Epoch 2000 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 2654.66 ms [2022-02-16 18:29:20 main:574] : INFO : Epoch 2001 | loss: 0.0311691 | val_loss: 0.0311873 | Time: 2638.64 ms [2022-02-16 18:29:22 main:574] : INFO : Epoch 2002 | loss: 0.03117 | val_loss: 0.0311854 | Time: 2625.59 ms [2022-02-16 18:29:25 main:574] : INFO : Epoch 2003 | loss: 0.0311688 | val_loss: 0.0311836 | Time: 2703.24 ms [2022-02-16 18:29:28 main:574] : INFO : Epoch 2004 | loss: 0.0311689 | val_loss: 0.0311848 | Time: 2623.96 ms [2022-02-16 18:29:30 main:574] : INFO : Epoch 2005 | loss: 0.0311682 | val_loss: 0.0311849 | Time: 2631 ms [2022-02-16 18:29:33 main:574] : INFO : Epoch 2006 | loss: 0.0311688 | val_loss: 0.031187 | Time: 2608.64 ms [2022-02-16 18:29:36 main:574] : INFO : Epoch 2007 | loss: 0.0311689 | val_loss: 0.0311856 | Time: 2602.2 ms [2022-02-16 18:29:38 main:574] : INFO : Epoch 2008 | loss: 0.0311732 | val_loss: 0.0311868 | Time: 2633.81 ms [2022-02-16 18:29:41 main:574] : INFO : Epoch 2009 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 2640.38 ms [2022-02-16 18:29:43 main:574] : INFO : Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 2617.69 ms [2022-02-16 18:29:46 main:574] : INFO : Epoch 2011 | loss: 0.0311741 | val_loss: 0.0311923 | Time: 2645.74 ms [2022-02-16 18:29:49 main:574] : INFO : Epoch 2012 | loss: 0.0311742 | val_loss: 0.0311906 | Time: 2613.76 ms [2022-02-16 18:29:51 main:574] : INFO : Epoch 2013 | loss: 0.0311752 | val_loss: 0.0311922 | Time: 2622.09 ms [2022-02-16 18:29:54 main:574] : INFO : Epoch 2014 | loss: 0.0311733 | val_loss: 0.0311899 | Time: 2645.87 ms [2022-02-16 18:29:57 main:574] : INFO : Epoch 2015 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 2644.94 ms [2022-02-16 18:29:59 main:574] : INFO : Epoch 2016 | loss: 0.0311711 | val_loss: 0.031186 | Time: 2703.44 ms [2022-02-16 18:30:02 main:574] : INFO : Epoch 2017 | loss: 0.0311705 | val_loss: 0.0311859 | Time: 2758.52 ms [2022-02-16 18:30:05 main:574] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.0311859 | Time: 2646.2 ms [2022-02-16 18:30:07 main:574] : INFO : Epoch 2019 | loss: 0.0311703 | val_loss: 0.0311826 | Time: 2673.26 ms [2022-02-16 18:30:10 main:574] : INFO : Epoch 2020 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 2756.73 ms [2022-02-16 18:30:13 main:574] : INFO : Epoch 2021 | loss: 0.031169 | val_loss: 0.0311828 | Time: 2669.1 ms [2022-02-16 18:30:16 main:574] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 2641.14 ms [2022-02-16 18:30:18 main:574] : INFO : Epoch 2023 | loss: 0.031188 | val_loss: 0.0311861 | Time: 2651.33 ms [2022-02-16 18:30:21 main:574] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.0311889 | Time: 2659.53 ms [2022-02-16 18:30:23 main:574] : INFO : Epoch 2025 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 2637.37 ms [2022-02-16 18:30:26 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 2659.11 ms [2022-02-16 18:30:29 main:574] : INFO : Epoch 2027 | loss: 0.031178 | val_loss: 0.0311848 | Time: 2648.42 ms [2022-02-16 18:30:31 main:574] : INFO : Epoch 2028 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2634.76 ms [2022-02-16 18:30:34 main:574] : INFO : Epoch 2029 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 2664.04 ms [2022-02-16 18:30:37 main:574] : INFO : Epoch 2030 | loss: 0.0311763 | val_loss: 0.0311847 | Time: 2603.53 ms [2022-02-16 18:30:39 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2637.71 ms [2022-02-16 18:30:42 main:574] : INFO : Epoch 2032 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 2637.9 ms [2022-02-16 18:30:45 main:574] : INFO : Epoch 2033 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 2631.28 ms [2022-02-16 18:30:47 main:574] : INFO : Epoch 2034 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 2656.17 ms [2022-02-16 18:30:50 main:574] : INFO : Epoch 2035 | loss: 0.0311736 | val_loss: 0.0311937 | Time: 2658.21 ms [2022-02-16 18:30:53 main:574] : INFO : Epoch 2036 | loss: 0.0311781 | val_loss: 0.0311899 | Time: 2629.6 ms [2022-02-16 18:30:55 main:574] : INFO : Epoch 2037 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2636.26 ms [2022-02-16 18:30:58 main:574] : INFO : Epoch 2038 | loss: 0.0311723 | val_loss: 0.0311874 | Time: 2652.97 ms [2022-02-16 18:31:01 main:574] : INFO : Epoch 2039 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 2655.04 ms [2022-02-16 18:31:03 main:574] : INFO : Epoch 2040 | loss: 0.0311743 | val_loss: 0.0311887 | Time: 2664.19 ms [2022-02-16 18:31:06 main:574] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311829 | Time: 2629.59 ms [2022-02-16 18:31:09 main:574] : INFO : Epoch 2042 | loss: 0.0311729 | val_loss: 0.0311867 | Time: 2666.8 ms [2022-02-16 18:31:11 main:574] : INFO : Epoch 2043 | loss: 0.0311705 | val_loss: 0.0311831 | Time: 2631.99 ms [2022-02-16 18:31:14 main:574] : INFO : Epoch 2044 | loss: 0.03117 | val_loss: 0.0311868 | Time: 2635.69 ms [2022-02-16 18:31:16 main:574] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.031185 | Time: 2643.54 ms [2022-02-16 18:31:19 main:574] : INFO : Epoch 2046 | loss: 0.0311729 | val_loss: 0.0311926 | Time: 2675.57 ms [2022-02-16 18:31:22 main:574] : INFO : Epoch 2047 | loss: 0.0311744 | val_loss: 0.0311842 | Time: 2868.33 ms [2022-02-16 18:31:25 main:574] : INFO : Epoch 2048 | loss: 0.031172 | val_loss: 0.0311831 | Time: 3094.97 ms [2022-02-16 18:31:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311831 [2022-02-16 18:31:25 main:603] : INFO : Saving end state to config to file [2022-02-16 18:31:25 main:608] : INFO : Success, exiting.. 18:31:25 (4000): 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)