Task 12420369
| Name | ParityModified-1645992562-3764-2-0_0 |
| Workunit | 9590393 |
| Created | 2 Mar 2022, 21:00:54 UTC |
| Sent | 6 Mar 2022, 11:11:55 UTC |
| Report deadline | 14 Mar 2022, 11:11:55 UTC |
| Received | 8 Mar 2022, 4:58:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 2 hours 15 min 50 sec |
| CPU time | 1 hours 45 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 8 02:21:29 main:574] : INFO : Epoch 1567 | loss: 0.0311992 | val_loss: 0.0312156 | Time: 3335.48 ms [2022-03-08 02:21:34 main:574] : INFO : Epoch 1568 | loss: 0.0312012 | val_loss: 0.0312158 | Time: 4603.65 ms [2022-03-08 02:22:12 main:574] : INFO : Epoch 1569 | loss: 0.0311995 | val_loss: 0.0312146 | Time: 31899 ms [2022-03-08 02:22:16 main:574] : INFO : Epoch 1570 | loss: 0.031202 | val_loss: 0.0312136 | Time: 3712.8 ms [2022-03-08 02:22:54 main:574] : INFO : Epoch 1571 | loss: 0.0311997 | val_loss: 0.0312141 | Time: 27724.8 ms [2022-03-08 02:23:05 main:574] : INFO : Epoch 1572 | loss: 0.0311986 | val_loss: 0.0312128 | Time: 5063.73 ms [2022-03-08 02:23:28 main:574] : INFO : Epoch 1573 | loss: 0.0312005 | val_loss: 0.0312108 | Time: 17917.6 ms [2022-03-08 02:23:32 main:574] : INFO : Epoch 1574 | loss: 0.0311998 | val_loss: 0.0312122 | Time: 3451.73 ms [2022-03-08 02:23:37 main:574] : INFO : Epoch 1575 | loss: 0.0312057 | val_loss: 0.0312157 | Time: 4563.36 ms [2022-03-08 02:23:44 main:574] : INFO : Epoch 1576 | loss: 0.0312053 | val_loss: 0.0312166 | Time: 3942.67 ms [2022-03-08 02:23:47 main:574] : INFO : Epoch 1577 | loss: 0.0312024 | val_loss: 0.0312131 | Time: 3406.2 ms [2022-03-08 02:23:51 main:574] : INFO : Epoch 1578 | loss: 0.031205 | val_loss: 0.0312168 | Time: 3656.69 ms [2022-03-08 02:23:54 main:574] : INFO : Epoch 1579 | loss: 0.0312148 | val_loss: 0.0312393 | Time: 3028.77 ms [2022-03-08 02:23:57 main:574] : INFO : Epoch 1580 | loss: 0.0312089 | val_loss: 0.031227 | Time: 2800.72 ms [2022-03-08 02:23:59 main:574] : INFO : Epoch 1581 | loss: 0.0312079 | val_loss: 0.0312139 | Time: 2545.47 ms [2022-03-08 02:24:02 main:574] : INFO : Epoch 1582 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 2481.39 ms [2022-03-08 02:24:05 main:574] : INFO : Epoch 1583 | loss: 0.0311981 | val_loss: 0.0312075 | Time: 2615.54 ms [2022-03-08 02:24:07 main:574] : INFO : Epoch 1584 | loss: 0.0312026 | val_loss: 0.031214 | Time: 2537.64 ms [2022-03-08 02:24:10 main:574] : INFO : Epoch 1585 | loss: 0.0312026 | val_loss: 0.0312194 | Time: 2496.6 ms [2022-03-08 02:24:12 main:574] : INFO : Epoch 1586 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 2569.38 ms [2022-03-08 02:24:15 main:574] : INFO : Epoch 1587 | loss: 0.0311954 | val_loss: 0.0312074 | Time: 2402.5 ms [2022-03-08 02:24:17 main:574] : INFO : Epoch 1588 | loss: 0.0311955 | val_loss: 0.0312067 | Time: 2317.34 ms [2022-03-08 02:24:19 main:574] : INFO : Epoch 1589 | loss: 0.0311939 | val_loss: 0.031209 | Time: 2312.67 ms [2022-03-08 02:24:22 main:574] : INFO : Epoch 1590 | loss: 0.0312004 | val_loss: 0.0312146 | Time: 2318.96 ms [2022-03-08 02:24:24 main:574] : INFO : Epoch 1591 | loss: 0.0311958 | val_loss: 0.0312214 | Time: 2240.6 ms [2022-03-08 02:24:26 main:574] : INFO : Epoch 1592 | loss: 0.0312074 | val_loss: 0.0312173 | Time: 2243.41 ms [2022-03-08 02:24:29 main:574] : INFO : Epoch 1593 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 2239.27 ms [2022-03-08 02:24:31 main:574] : INFO : Epoch 1594 | loss: 0.0312002 | val_loss: 0.0312056 | Time: 2247.56 ms [2022-03-08 02:24:33 main:574] : INFO : Epoch 1595 | loss: 0.0312003 | val_loss: 0.031212 | Time: 2223.71 ms [2022-03-08 02:24:35 main:574] : INFO : Epoch 1596 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 2238.11 ms [2022-03-08 02:24:38 main:574] : INFO : Epoch 1597 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 2231.2 ms [2022-03-08 02:24:40 main:574] : INFO : Epoch 1598 | loss: 0.0311936 | val_loss: 0.031203 | Time: 2221.35 ms [2022-03-08 02:24:42 main:574] : INFO : Epoch 1599 | loss: 0.031194 | val_loss: 0.0312016 | Time: 2183.94 ms [2022-03-08 02:24:45 main:574] : INFO : Epoch 1600 | loss: 0.0311967 | val_loss: 0.0312061 | Time: 2153.98 ms [2022-03-08 02:25:13 main:574] : INFO : Epoch 1601 | loss: 0.0311962 | val_loss: 0.0312041 | Time: 28543.1 ms [2022-03-08 02:25:51 main:574] : INFO : Epoch 1602 | loss: 0.0311933 | val_loss: 0.031202 | Time: 33404.2 ms [2022-03-08 02:26:28 main:574] : INFO : Epoch 1603 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 32104.6 ms [2022-03-08 02:27:34 main:574] : INFO : Epoch 1604 | loss: 0.0311957 | val_loss: 0.031207 | Time: 60790.7 ms [2022-03-08 02:27:39 main:574] : INFO : Epoch 1605 | loss: 0.0311958 | val_loss: 0.0312091 | Time: 4369.45 ms [2022-03-08 02:27:44 main:574] : INFO : Epoch 1606 | loss: 0.0311962 | val_loss: 0.031206 | Time: 3451.29 ms [2022-03-08 02:27:47 main:574] : INFO : Epoch 1607 | loss: 0.0311922 | val_loss: 0.0312013 | Time: 3191.91 ms [2022-03-08 02:27:50 main:574] : INFO : Epoch 1608 | loss: 0.0311894 | val_loss: 0.0312057 | Time: 3022.6 ms [2022-03-08 02:27:53 main:574] : INFO : Epoch 1609 | loss: 0.031193 | val_loss: 0.0312048 | Time: 2858.43 ms [2022-03-08 02:27:56 main:574] : INFO : Epoch 1610 | loss: 0.0311956 | val_loss: 0.0312143 | Time: 2999.26 ms [2022-03-08 02:27:59 main:574] : INFO : Epoch 1611 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 3551.82 ms [2022-03-08 02:28:02 main:574] : INFO : Epoch 1612 | loss: 0.0312026 | val_loss: 0.0312109 | Time: 2788.48 ms [2022-03-08 02:28:05 main:574] : INFO : Epoch 1613 | loss: 0.0312033 | val_loss: 0.0312184 | Time: 2676.32 ms [2022-03-08 02:28:08 main:574] : INFO : Epoch 1614 | loss: 0.0312004 | val_loss: 0.0312067 | Time: 2639.25 ms [2022-03-08 02:28:10 main:574] : INFO : Epoch 1615 | loss: 0.0311946 | val_loss: 0.0312106 | Time: 2694.88 ms [2022-03-08 02:28:13 main:574] : INFO : Epoch 1616 | loss: 0.0311954 | val_loss: 0.0312035 | Time: 2672.37 ms [2022-03-08 02:28:16 main:574] : INFO : Epoch 1617 | loss: 0.0311929 | val_loss: 0.0312039 | Time: 2617.15 ms [2022-03-08 02:28:18 main:574] : INFO : Epoch 1618 | loss: 0.0311909 | val_loss: 0.0312042 | Time: 2409.26 ms [2022-03-08 02:28:21 main:574] : INFO : Epoch 1619 | loss: 0.0311931 | val_loss: 0.0312014 | Time: 2423.71 ms [2022-03-08 02:28:23 main:574] : INFO : Epoch 1620 | loss: 0.0311915 | val_loss: 0.031212 | Time: 2438.22 ms [2022-03-08 02:28:25 main:574] : INFO : Epoch 1621 | loss: 0.0311938 | val_loss: 0.0312065 | Time: 2308.83 ms [2022-03-08 02:28:28 main:574] : INFO : Epoch 1622 | loss: 0.0311901 | val_loss: 0.0312004 | Time: 2309.27 ms [2022-03-08 02:28:30 main:574] : INFO : Epoch 1623 | loss: 0.031188 | val_loss: 0.0312016 | Time: 2253.62 ms [2022-03-08 02:28:32 main:574] : INFO : Epoch 1624 | loss: 0.0311866 | val_loss: 0.0312036 | Time: 2313 ms [2022-03-08 02:28:35 main:574] : INFO : Epoch 1625 | loss: 0.0311853 | val_loss: 0.0312044 | Time: 2265.07 ms [2022-03-08 02:28:37 main:574] : INFO : Epoch 1626 | loss: 0.0311858 | val_loss: 0.0312029 | Time: 2213.53 ms [2022-03-08 02:28:39 main:574] : INFO : Epoch 1627 | loss: 0.0311875 | val_loss: 0.0312066 | Time: 2220.27 ms [2022-03-08 02:28:41 main:574] : INFO : Epoch 1628 | loss: 0.0311953 | val_loss: 0.0312213 | Time: 2184.21 ms [2022-03-08 02:28:44 main:574] : INFO : Epoch 1629 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 2552.51 ms [2022-03-08 02:29:33 main:574] : INFO : Epoch 1630 | loss: 0.0311903 | val_loss: 0.0312099 | Time: 46853 ms [2022-03-08 02:29:38 main:574] : INFO : Epoch 1631 | loss: 0.0311923 | val_loss: 0.0312062 | Time: 2855.2 ms [2022-03-08 02:30:31 main:574] : INFO : Epoch 1632 | loss: 0.0311848 | val_loss: 0.0312032 | Time: 46730.7 ms [2022-03-08 02:31:03 main:574] : INFO : Epoch 1633 | loss: 0.0311847 | val_loss: 0.0312071 | Time: 26014.5 ms [2022-03-08 02:31:39 main:574] : INFO : Epoch 1634 | loss: 0.031193 | val_loss: 0.0311997 | Time: 32568.5 ms [2022-03-08 02:31:43 main:574] : INFO : Epoch 1635 | loss: 0.0311907 | val_loss: 0.0312033 | Time: 3828.31 ms [2022-03-08 02:31:47 main:574] : INFO : Epoch 1636 | loss: 0.0311893 | val_loss: 0.0311994 | Time: 3432.57 ms [2022-03-08 02:31:50 main:574] : INFO : Epoch 1637 | loss: 0.0311878 | val_loss: 0.0312004 | Time: 3090.77 ms [2022-03-08 02:31:53 main:574] : INFO : Epoch 1638 | loss: 0.0311908 | val_loss: 0.0312045 | Time: 3079.36 ms [2022-03-08 02:31:56 main:574] : INFO : Epoch 1639 | loss: 0.031191 | val_loss: 0.0311994 | Time: 3405.01 ms [2022-03-08 02:31:59 main:574] : INFO : Epoch 1640 | loss: 0.031184 | val_loss: 0.0312001 | Time: 2931.06 ms [2022-03-08 02:32:03 main:574] : INFO : Epoch 1641 | loss: 0.0311851 | val_loss: 0.031198 | Time: 3027.45 ms [2022-03-08 02:32:05 main:574] : INFO : Epoch 1642 | loss: 0.0311833 | val_loss: 0.0311997 | Time: 2611.55 ms [2022-03-08 02:32:08 main:574] : INFO : Epoch 1643 | loss: 0.031187 | val_loss: 0.0311983 | Time: 2724.73 ms [2022-03-08 02:32:11 main:574] : INFO : Epoch 1644 | loss: 0.0311881 | val_loss: 0.0312031 | Time: 2569.77 ms [2022-03-08 02:32:13 main:574] : INFO : Epoch 1645 | loss: 0.0311823 | val_loss: 0.0311991 | Time: 2658.93 ms [2022-03-08 02:32:16 main:574] : INFO : Epoch 1646 | loss: 0.0311828 | val_loss: 0.0311992 | Time: 2410.37 ms [2022-03-08 02:32:18 main:574] : INFO : Epoch 1647 | loss: 0.0311828 | val_loss: 0.0312004 | Time: 2351.55 ms [2022-03-08 02:32:20 main:574] : INFO : Epoch 1648 | loss: 0.0311854 | val_loss: 0.0312084 | Time: 2319 ms [2022-03-08 02:32:23 main:574] : INFO : Epoch 1649 | loss: 0.0311884 | val_loss: 0.031198 | Time: 2273 ms [2022-03-08 02:32:25 main:574] : INFO : Epoch 1650 | loss: 0.0311872 | val_loss: 0.03121 | Time: 2281.15 ms [2022-03-08 02:32:27 main:574] : INFO : Epoch 1651 | loss: 0.031182 | val_loss: 0.0312044 | Time: 2260.26 ms [2022-03-08 02:32:30 main:574] : INFO : Epoch 1652 | loss: 0.0311834 | val_loss: 0.0312071 | Time: 2220.97 ms [2022-03-08 02:32:32 main:574] : INFO : Epoch 1653 | loss: 0.0311835 | val_loss: 0.0312044 | Time: 2182.29 ms [2022-03-08 02:32:34 main:574] : INFO : Epoch 1654 | loss: 0.0311844 | val_loss: 0.0312016 | Time: 2188.9 ms [2022-03-08 02:32:37 main:574] : INFO : Epoch 1655 | loss: 0.0311785 | val_loss: 0.0312061 | Time: 2199.15 ms [2022-03-08 02:32:39 main:574] : INFO : Epoch 1656 | loss: 0.0311827 | val_loss: 0.031204 | Time: 2147.71 ms [2022-03-08 02:35:33 main:574] : INFO : Epoch 1657 | loss: 0.0311855 | val_loss: 0.0311998 | Time: 173723 ms [2022-03-08 02:35:36 main:574] : INFO : Epoch 1658 | loss: 0.0311868 | val_loss: 0.0312047 | Time: 3147.4 ms [2022-03-08 02:35:45 main:574] : INFO : Epoch 1659 | loss: 0.0311923 | val_loss: 0.0311984 | Time: 5929.69 ms [2022-03-08 02:35:48 main:574] : INFO : Epoch 1660 | loss: 0.03119 | val_loss: 0.0312003 | Time: 2930.7 ms [2022-03-08 02:35:50 main:574] : INFO : Epoch 1661 | loss: 0.0311863 | val_loss: 0.0312021 | Time: 2788.84 ms [2022-03-08 02:35:53 main:574] : INFO : Epoch 1662 | loss: 0.0311821 | val_loss: 0.0312003 | Time: 2942.7 ms [2022-03-08 02:35:56 main:574] : INFO : Epoch 1663 | loss: 0.0311799 | val_loss: 0.0312061 | Time: 2540.73 ms [2022-03-08 02:35:59 main:574] : INFO : Epoch 1664 | loss: 0.031188 | val_loss: 0.0312033 | Time: 2607.44 ms [2022-03-08 02:36:01 main:574] : INFO : Epoch 1665 | loss: 0.0311808 | val_loss: 0.031194 | Time: 2721.21 ms [2022-03-08 02:36:04 main:574] : INFO : Epoch 1666 | loss: 0.031177 | val_loss: 0.0311973 | Time: 2611.55 ms [2022-03-08 02:36:07 main:574] : INFO : Epoch 1667 | loss: 0.0311788 | val_loss: 0.0312142 | Time: 2656.65 ms [2022-03-08 02:36:09 main:574] : INFO : Epoch 1668 | loss: 0.0311818 | val_loss: 0.0312081 | Time: 2558.87 ms [2022-03-08 02:36:12 main:574] : INFO : Epoch 1669 | loss: 0.031178 | val_loss: 0.0311986 | Time: 2494.72 ms [2022-03-08 02:36:14 main:574] : INFO : Epoch 1670 | loss: 0.0311778 | val_loss: 0.0311955 | Time: 2435.63 ms [2022-03-08 02:36:17 main:574] : INFO : Epoch 1671 | loss: 0.0311885 | val_loss: 0.0312284 | Time: 2331.13 ms [2022-03-08 02:36:19 main:574] : INFO : Epoch 1672 | loss: 0.0311865 | val_loss: 0.0312024 | Time: 2332.42 ms [2022-03-08 02:36:21 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311968 | Time: 2357.83 ms [2022-03-08 02:36:24 main:574] : INFO : Epoch 1674 | loss: 0.0311735 | val_loss: 0.0312 | Time: 2278.99 ms [2022-03-08 02:36:26 main:574] : INFO : Epoch 1675 | loss: 0.0311748 | val_loss: 0.031203 | Time: 2196.56 ms [2022-03-08 02:36:28 main:574] : INFO : Epoch 1676 | loss: 0.0311766 | val_loss: 0.0311952 | Time: 2186.46 ms [2022-03-08 02:36:31 main:574] : INFO : Epoch 1677 | loss: 0.0311753 | val_loss: 0.0311937 | Time: 2196.69 ms [2022-03-08 02:36:33 main:574] : INFO : Epoch 1678 | loss: 0.0311767 | val_loss: 0.0311987 | Time: 2208.74 ms [2022-03-08 02:36:35 main:574] : INFO : Epoch 1679 | loss: 0.0311796 | val_loss: 0.0312003 | Time: 2199.24 ms [2022-03-08 02:37:59 main:574] : INFO : Epoch 1680 | loss: 0.0311815 | val_loss: 0.0312067 | Time: 83537.6 ms [2022-03-08 02:38:58 main:574] : INFO : Epoch 1681 | loss: 0.0311784 | val_loss: 0.0311977 | Time: 59439.9 ms [2022-03-08 02:39:21 main:574] : INFO : Epoch 1682 | loss: 0.0311818 | val_loss: 0.031202 | Time: 22574.3 ms [2022-03-08 02:39:25 main:574] : INFO : Epoch 1683 | loss: 0.031179 | val_loss: 0.0312011 | Time: 3267.2 ms [2022-03-08 02:39:28 main:574] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311921 | Time: 3446.46 ms [2022-03-08 02:39:32 main:574] : INFO : Epoch 1685 | loss: 0.0311778 | val_loss: 0.0311959 | Time: 3319.5 ms [2022-03-08 02:39:35 main:574] : INFO : Epoch 1686 | loss: 0.0311745 | val_loss: 0.0311949 | Time: 3040.79 ms [2022-03-08 02:39:38 main:574] : INFO : Epoch 1687 | loss: 0.0311745 | val_loss: 0.0311989 | Time: 3255.95 ms [2022-03-08 02:39:42 main:574] : INFO : Epoch 1688 | loss: 0.0311745 | val_loss: 0.031195 | Time: 3799.31 ms [2022-03-08 02:39:45 main:574] : INFO : Epoch 1689 | loss: 0.0311728 | val_loss: 0.0311924 | Time: 2834.49 ms [2022-03-08 02:39:47 main:574] : INFO : Epoch 1690 | loss: 0.0311735 | val_loss: 0.0312029 | Time: 2630.78 ms [2022-03-08 02:39:50 main:574] : INFO : Epoch 1691 | loss: 0.031171 | val_loss: 0.0311947 | Time: 2758.67 ms [2022-03-08 02:39:53 main:574] : INFO : Epoch 1692 | loss: 0.0311743 | val_loss: 0.031193 | Time: 2697.68 ms [2022-03-08 02:39:56 main:574] : INFO : Epoch 1693 | loss: 0.0311769 | val_loss: 0.0311937 | Time: 2674.66 ms [2022-03-08 02:39:59 main:574] : INFO : Epoch 1694 | loss: 0.0311761 | val_loss: 0.031196 | Time: 2775.86 ms [2022-03-08 02:40:01 main:574] : INFO : Epoch 1695 | loss: 0.0311785 | val_loss: 0.0312126 | Time: 2595.63 ms [2022-03-08 02:40:04 main:574] : INFO : Epoch 1696 | loss: 0.0311767 | val_loss: 0.0312077 | Time: 2510.38 ms [2022-03-08 02:40:07 main:574] : INFO : Epoch 1697 | loss: 0.0311759 | val_loss: 0.0311981 | Time: 2924.59 ms [2022-03-08 02:40:10 main:574] : INFO : Epoch 1698 | loss: 0.031176 | val_loss: 0.0312017 | Time: 2648.44 ms [2022-03-08 02:40:12 main:574] : INFO : Epoch 1699 | loss: 0.0311793 | val_loss: 0.0311967 | Time: 2420.98 ms [2022-03-08 02:40:14 main:574] : INFO : Epoch 1700 | loss: 0.0311813 | val_loss: 0.0311922 | Time: 2443.5 ms [2022-03-08 02:40:17 main:574] : INFO : Epoch 1701 | loss: 0.0311746 | val_loss: 0.0311983 | Time: 2412.19 ms [2022-03-08 02:40:19 main:574] : INFO : Epoch 1702 | loss: 0.0311733 | val_loss: 0.0312048 | Time: 2332.44 ms [2022-03-08 02:40:22 main:574] : INFO : Epoch 1703 | loss: 0.0311791 | val_loss: 0.0312021 | Time: 2238.59 ms [2022-03-08 02:40:24 main:574] : INFO : Epoch 1704 | loss: 0.0311758 | val_loss: 0.0311905 | Time: 2327.08 ms [2022-03-08 02:40:26 main:574] : INFO : Epoch 1705 | loss: 0.0311777 | val_loss: 0.0311963 | Time: 2290.78 ms [2022-03-08 02:40:29 main:574] : INFO : Epoch 1706 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 2244.51 ms [2022-03-08 02:40:31 main:574] : INFO : Epoch 1707 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 2238.75 ms [2022-03-08 02:40:33 main:574] : INFO : Epoch 1708 | loss: 0.0311765 | val_loss: 0.0311831 | Time: 2216.86 ms [2022-03-08 02:40:35 main:574] : INFO : Epoch 1709 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 2227.11 ms [2022-03-08 02:40:38 main:574] : INFO : Epoch 1710 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 2329.18 ms [2022-03-08 02:40:40 main:574] : INFO : Epoch 1711 | loss: 0.031171 | val_loss: 0.0311867 | Time: 2276.59 ms [2022-03-08 02:40:42 main:574] : INFO : Epoch 1712 | loss: 0.0311695 | val_loss: 0.0311909 | Time: 2221.07 ms [2022-03-08 02:40:45 main:574] : INFO : Epoch 1713 | loss: 0.0311703 | val_loss: 0.0311866 | Time: 2236.03 ms [2022-03-08 02:40:47 main:574] : INFO : Epoch 1714 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 2229.42 ms [2022-03-08 02:40:49 main:574] : INFO : Epoch 1715 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 2212.51 ms [2022-03-08 02:40:52 main:574] : INFO : Epoch 1716 | loss: 0.0311702 | val_loss: 0.0311812 | Time: 2205.88 ms [2022-03-08 02:40:56 main:574] : INFO : Epoch 1717 | loss: 0.0311714 | val_loss: 0.0311911 | Time: 4648.32 ms [2022-03-08 02:42:09 main:574] : INFO : Epoch 1718 | loss: 0.0311698 | val_loss: 0.0311839 | Time: 71172 ms [2022-03-08 02:42:23 main:574] : INFO : Epoch 1719 | loss: 0.031166 | val_loss: 0.0311884 | Time: 9586.47 ms [2022-03-08 02:43:04 main:574] : INFO : Epoch 1720 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 33658.4 ms [2022-03-08 02:43:53 main:574] : INFO : Epoch 1721 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 42838.5 ms [2022-03-08 02:43:56 main:574] : INFO : Epoch 1722 | loss: 0.031173 | val_loss: 0.0311905 | Time: 2969.48 ms [2022-03-08 02:43:59 main:574] : INFO : Epoch 1723 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 3208.81 ms [2022-03-08 02:44:02 main:574] : INFO : Epoch 1724 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 2865.34 ms [2022-03-08 02:44:05 main:574] : INFO : Epoch 1725 | loss: 0.0311684 | val_loss: 0.0311889 | Time: 3081.77 ms [2022-03-08 02:44:08 main:574] : INFO : Epoch 1726 | loss: 0.0311663 | val_loss: 0.0311873 | Time: 2927.6 ms [2022-03-08 02:44:11 main:574] : INFO : Epoch 1727 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 3106.54 ms [2022-03-08 02:44:15 main:574] : INFO : Epoch 1728 | loss: 0.0311632 | val_loss: 0.031176 | Time: 3153.62 ms [2022-03-08 02:44:18 main:574] : INFO : Epoch 1729 | loss: 0.0311611 | val_loss: 0.0311911 | Time: 3072.54 ms [2022-03-08 02:44:21 main:574] : INFO : Epoch 1730 | loss: 0.0311605 | val_loss: 0.0311735 | Time: 2827.23 ms [2022-03-08 02:44:23 main:574] : INFO : Epoch 1731 | loss: 0.0311604 | val_loss: 0.0311863 | Time: 2573.05 ms [2022-03-08 02:44:26 main:574] : INFO : Epoch 1732 | loss: 0.031162 | val_loss: 0.0311792 | Time: 2547.79 ms [2022-03-08 02:44:29 main:574] : INFO : Epoch 1733 | loss: 0.0311594 | val_loss: 0.0311968 | Time: 2508.08 ms [2022-03-08 02:44:31 main:574] : INFO : Epoch 1734 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 2388.14 ms [2022-03-08 02:44:33 main:574] : INFO : Epoch 1735 | loss: 0.0311574 | val_loss: 0.0311796 | Time: 2325.91 ms [2022-03-08 02:44:36 main:574] : INFO : Epoch 1736 | loss: 0.0311564 | val_loss: 0.0311765 | Time: 2361.79 ms [2022-03-08 02:44:38 main:574] : INFO : Epoch 1737 | loss: 0.0311533 | val_loss: 0.0311739 | Time: 2388.04 ms [2022-03-08 02:44:41 main:574] : INFO : Epoch 1738 | loss: 0.0311534 | val_loss: 0.0311772 | Time: 2273.35 ms [2022-03-08 02:44:43 main:574] : INFO : Epoch 1739 | loss: 0.0311544 | val_loss: 0.0311783 | Time: 2216.09 ms [2022-03-08 02:44:45 main:574] : INFO : Epoch 1740 | loss: 0.031157 | val_loss: 0.0311768 | Time: 2269.65 ms [2022-03-08 02:44:47 main:574] : INFO : Epoch 1741 | loss: 0.0311574 | val_loss: 0.0311781 | Time: 2249.94 ms [2022-03-08 02:44:50 main:574] : INFO : Epoch 1742 | loss: 0.0311569 | val_loss: 0.0311917 | Time: 2250.34 ms [2022-03-08 02:44:52 main:574] : INFO : Epoch 1743 | loss: 0.0311619 | val_loss: 0.0311867 | Time: 2216.29 ms [2022-03-08 02:44:54 main:574] : INFO : Epoch 1744 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 2208.73 ms [2022-03-08 02:44:57 main:574] : INFO : Epoch 1745 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 2210.94 ms [2022-03-08 02:44:59 main:574] : INFO : Epoch 1746 | loss: 0.0311576 | val_loss: 0.0311769 | Time: 2164.98 ms [2022-03-08 02:45:01 main:574] : INFO : Epoch 1747 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 2188.38 ms [2022-03-08 02:45:03 main:574] : INFO : Epoch 1748 | loss: 0.03115 | val_loss: 0.0311712 | Time: 2178.95 ms [2022-03-08 02:45:06 main:574] : INFO : Epoch 1749 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 2449.11 ms [2022-03-08 02:45:45 main:574] : INFO : Epoch 1750 | loss: 0.031158 | val_loss: 0.0311711 | Time: 32594.8 ms [2022-03-08 02:46:50 main:574] : INFO : Epoch 1751 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 64472.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 Ti) [2022-03-08 04:44:03 main:435] : INFO : Set logging level to 1 [2022-03-08 04:44:03 main:441] : INFO : Running in BOINC Client mode [2022-03-08 04:44:03 main:444] : INFO : Resolving all filenames [2022-03-08 04:44:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-08 04:44:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-08 04:44:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-08 04:44:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-08 04:44:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-08 04:44:03 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-08 04:44:03 main:474] : INFO : Configuration: [2022-03-08 04:44:04 main:475] : INFO : Model type: GRU [2022-03-08 04:44:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-08 04:44:04 main:477] : INFO : Max Epochs: 2048 [2022-03-08 04:44:04 main:478] : INFO : Batch Size: 128 [2022-03-08 04:44:04 main:479] : INFO : Learning Rate: 0.01 [2022-03-08 04:44:04 main:480] : INFO : Patience: 10 [2022-03-08 04:44:04 main:481] : INFO : Hidden Width: 12 [2022-03-08 04:44:04 main:482] : INFO : # Recurrent Layers: 4 [2022-03-08 04:44:04 main:483] : INFO : # Backend Layers: 4 [2022-03-08 04:44:04 main:484] : INFO : # Threads: 1 [2022-03-08 04:44:04 main:486] : INFO : Preparing Dataset [2022-03-08 04:44:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-08 04:44:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-08 04:44:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-08 04:44:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-08 04:44:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-08 04:44:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-08 04:44:09 main:494] : INFO : Creating Model [2022-03-08 04:44:09 main:507] : INFO : Preparing config file [2022-03-08 04:44:09 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-08 04:44:09 main:512] : INFO : Loading config [2022-03-08 04:44:09 main:514] : INFO : Loading state [2022-03-08 04:44:12 main:559] : INFO : Loading DataLoader into Memory [2022-03-08 04:44:17 main:562] : INFO : Starting Training [2022-03-08 04:44:20 main:574] : INFO : Epoch 1752 | loss: 0.0320534 | val_loss: 0.0313368 | Time: 3260.04 ms [2022-03-08 04:44:23 main:574] : INFO : Epoch 1753 | loss: 0.0313574 | val_loss: 0.031287 | Time: 2632.46 ms [2022-03-08 04:44:26 main:574] : INFO : Epoch 1754 | loss: 0.0312653 | val_loss: 0.0312532 | Time: 3060.84 ms [2022-03-08 04:44:29 main:574] : INFO : Epoch 1755 | loss: 0.0312475 | val_loss: 0.0312446 | Time: 3114.96 ms [2022-03-08 04:44:32 main:574] : INFO : Epoch 1756 | loss: 0.0312383 | val_loss: 0.0312335 | Time: 2658.26 ms [2022-03-08 04:44:35 main:574] : INFO : Epoch 1757 | loss: 0.031225 | val_loss: 0.0312147 | Time: 3224.14 ms [2022-03-08 04:44:38 main:574] : INFO : Epoch 1758 | loss: 0.0312036 | val_loss: 0.031193 | Time: 2608.12 ms [2022-03-08 04:44:40 main:574] : INFO : Epoch 1759 | loss: 0.031189 | val_loss: 0.0311927 | Time: 2418.35 ms [2022-03-08 04:44:43 main:574] : INFO : Epoch 1760 | loss: 0.0311835 | val_loss: 0.0311781 | Time: 3233.93 ms [2022-03-08 04:44:46 main:574] : INFO : Epoch 1761 | loss: 0.0311735 | val_loss: 0.0311708 | Time: 2973.26 ms [2022-03-08 04:44:50 main:574] : INFO : Epoch 1762 | loss: 0.031168 | val_loss: 0.0311658 | Time: 3032.1 ms [2022-03-08 04:44:52 main:574] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.0311585 | Time: 2726.24 ms [2022-03-08 04:44:55 main:574] : INFO : Epoch 1764 | loss: 0.0311598 | val_loss: 0.0311605 | Time: 2565.41 ms [2022-03-08 04:44:58 main:574] : INFO : Epoch 1765 | loss: 0.0311518 | val_loss: 0.0311523 | Time: 3026.27 ms [2022-03-08 04:45:01 main:574] : INFO : Epoch 1766 | loss: 0.0311482 | val_loss: 0.0311543 | Time: 2733.76 ms [2022-03-08 04:45:03 main:574] : INFO : Epoch 1767 | loss: 0.0311448 | val_loss: 0.0311497 | Time: 2509.56 ms [2022-03-08 04:45:06 main:574] : INFO : Epoch 1768 | loss: 0.0311434 | val_loss: 0.0311469 | Time: 2608.21 ms [2022-03-08 04:45:09 main:574] : INFO : Epoch 1769 | loss: 0.0311436 | val_loss: 0.0311538 | Time: 2814.2 ms [2022-03-08 04:45:12 main:574] : INFO : Epoch 1770 | loss: 0.0311424 | val_loss: 0.031148 | Time: 3483.28 ms [2022-03-08 04:45:15 main:574] : INFO : Epoch 1771 | loss: 0.0311396 | val_loss: 0.0311422 | Time: 2823.38 ms [2022-03-08 04:45:18 main:574] : INFO : Epoch 1772 | loss: 0.0311363 | val_loss: 0.0311437 | Time: 2731.03 ms [2022-03-08 04:45:21 main:574] : INFO : Epoch 1773 | loss: 0.0311358 | val_loss: 0.0311479 | Time: 2689.15 ms [2022-03-08 04:45:24 main:574] : INFO : Epoch 1774 | loss: 0.0311339 | val_loss: 0.0311428 | Time: 2901.34 ms [2022-03-08 04:45:26 main:574] : INFO : Epoch 1775 | loss: 0.03113 | val_loss: 0.0311396 | Time: 2545.33 ms [2022-03-08 04:45:29 main:574] : INFO : Epoch 1776 | loss: 0.0311307 | val_loss: 0.0311407 | Time: 2588.73 ms [2022-03-08 04:45:31 main:574] : INFO : Epoch 1777 | loss: 0.0311301 | val_loss: 0.0311397 | Time: 2599.79 ms [2022-03-08 04:45:34 main:574] : INFO : Epoch 1778 | loss: 0.0311283 | val_loss: 0.0311421 | Time: 2935.02 ms [2022-03-08 04:45:37 main:574] : INFO : Epoch 1779 | loss: 0.0311261 | val_loss: 0.0311387 | Time: 2571.1 ms [2022-03-08 04:45:40 main:574] : INFO : Epoch 1780 | loss: 0.0311237 | val_loss: 0.0311373 | Time: 2594.7 ms [2022-03-08 04:45:43 main:574] : INFO : Epoch 1781 | loss: 0.031122 | val_loss: 0.0311411 | Time: 2889.53 ms [2022-03-08 04:45:45 main:574] : INFO : Epoch 1782 | loss: 0.0311204 | val_loss: 0.0311363 | Time: 2707.46 ms [2022-03-08 04:45:49 main:574] : INFO : Epoch 1783 | loss: 0.0311227 | val_loss: 0.0311392 | Time: 3230.58 ms [2022-03-08 04:45:51 main:574] : INFO : Epoch 1784 | loss: 0.0311209 | val_loss: 0.0311385 | Time: 2570.67 ms [2022-03-08 04:45:54 main:574] : INFO : Epoch 1785 | loss: 0.0311223 | val_loss: 0.0311349 | Time: 2686.97 ms [2022-03-08 04:45:57 main:574] : INFO : Epoch 1786 | loss: 0.0311171 | val_loss: 0.0311336 | Time: 2866.63 ms [2022-03-08 04:46:00 main:574] : INFO : Epoch 1787 | loss: 0.0311162 | val_loss: 0.0311338 | Time: 2896.29 ms [2022-03-08 04:46:03 main:574] : INFO : Epoch 1788 | loss: 0.0311172 | val_loss: 0.0311325 | Time: 3197.44 ms [2022-03-08 04:46:06 main:574] : INFO : Epoch 1789 | loss: 0.0311259 | val_loss: 0.0311389 | Time: 2712.81 ms [2022-03-08 04:46:08 main:574] : INFO : Epoch 1790 | loss: 0.0311258 | val_loss: 0.0311371 | Time: 2547.38 ms [2022-03-08 04:46:12 main:574] : INFO : Epoch 1791 | loss: 0.0311191 | val_loss: 0.0311301 | Time: 3384.92 ms [2022-03-08 04:46:15 main:574] : INFO : Epoch 1792 | loss: 0.0311192 | val_loss: 0.0311298 | Time: 2784.93 ms [2022-03-08 04:46:17 main:574] : INFO : Epoch 1793 | loss: 0.0311152 | val_loss: 0.0311283 | Time: 2409.64 ms [2022-03-08 04:46:20 main:574] : INFO : Epoch 1794 | loss: 0.0311103 | val_loss: 0.0311286 | Time: 2608.58 ms [2022-03-08 04:46:23 main:574] : INFO : Epoch 1795 | loss: 0.031109 | val_loss: 0.0311302 | Time: 3278.11 ms [2022-03-08 04:46:26 main:574] : INFO : Epoch 1796 | loss: 0.0311079 | val_loss: 0.0311281 | Time: 2880.34 ms [2022-03-08 04:46:29 main:574] : INFO : Epoch 1797 | loss: 0.0311062 | val_loss: 0.031131 | Time: 2873.28 ms [2022-03-08 04:46:32 main:574] : INFO : Epoch 1798 | loss: 0.0311066 | val_loss: 0.0311304 | Time: 2850.04 ms [2022-03-08 04:46:35 main:574] : INFO : Epoch 1799 | loss: 0.0311065 | val_loss: 0.0311295 | Time: 3014.02 ms [2022-03-08 04:46:38 main:574] : INFO : Epoch 1800 | loss: 0.0311056 | val_loss: 0.0311267 | Time: 2851.31 ms [2022-03-08 04:46:40 main:574] : INFO : Epoch 1801 | loss: 0.031102 | val_loss: 0.0311254 | Time: 2587.43 ms [2022-03-08 04:46:43 main:574] : INFO : Epoch 1802 | loss: 0.0310993 | val_loss: 0.0311218 | Time: 2998.51 ms [2022-03-08 04:46:46 main:574] : INFO : Epoch 1803 | loss: 0.0310978 | val_loss: 0.0311284 | Time: 2547.63 ms [2022-03-08 04:46:49 main:574] : INFO : Epoch 1804 | loss: 0.0310948 | val_loss: 0.0311206 | Time: 2693.25 ms [2022-03-08 04:46:52 main:574] : INFO : Epoch 1805 | loss: 0.0310944 | val_loss: 0.0311206 | Time: 2852.39 ms [2022-03-08 04:46:55 main:574] : INFO : Epoch 1806 | loss: 0.031094 | val_loss: 0.0311227 | Time: 3237.21 ms [2022-03-08 04:46:58 main:574] : INFO : Epoch 1807 | loss: 0.031094 | val_loss: 0.0311259 | Time: 2589.37 ms [2022-03-08 04:47:00 main:574] : INFO : Epoch 1808 | loss: 0.0310961 | val_loss: 0.0311363 | Time: 2691.48 ms [2022-03-08 04:47:03 main:574] : INFO : Epoch 1809 | loss: 0.0310909 | val_loss: 0.031121 | Time: 2733.77 ms [2022-03-08 04:47:06 main:574] : INFO : Epoch 1810 | loss: 0.0310892 | val_loss: 0.031124 | Time: 2629.45 ms [2022-03-08 04:47:09 main:574] : INFO : Epoch 1811 | loss: 0.0310876 | val_loss: 0.0311313 | Time: 2729.72 ms [2022-03-08 04:47:11 main:574] : INFO : Epoch 1812 | loss: 0.031093 | val_loss: 0.0311221 | Time: 2406.12 ms [2022-03-08 04:47:14 main:574] : INFO : Epoch 1813 | loss: 0.0310894 | val_loss: 0.0311225 | Time: 3086.17 ms [2022-03-08 04:47:17 main:574] : INFO : Epoch 1814 | loss: 0.0310916 | val_loss: 0.0311249 | Time: 3063.8 ms [2022-03-08 04:47:20 main:574] : INFO : Epoch 1815 | loss: 0.0310903 | val_loss: 0.0311281 | Time: 3129.11 ms [2022-03-08 04:47:23 main:574] : INFO : Epoch 1816 | loss: 0.0310869 | val_loss: 0.0311259 | Time: 3014.29 ms [2022-03-08 04:47:27 main:574] : INFO : Epoch 1817 | loss: 0.0310847 | val_loss: 0.0311241 | Time: 3041.1 ms [2022-03-08 04:47:30 main:574] : INFO : Epoch 1818 | loss: 0.0310839 | val_loss: 0.0311326 | Time: 2968.22 ms [2022-03-08 04:47:32 main:574] : INFO : Epoch 1819 | loss: 0.0310836 | val_loss: 0.0311226 | Time: 2844.2 ms [2022-03-08 04:47:35 main:574] : INFO : Epoch 1820 | loss: 0.0310854 | val_loss: 0.0311312 | Time: 2469.49 ms [2022-03-08 04:47:38 main:574] : INFO : Epoch 1821 | loss: 0.0310866 | val_loss: 0.0311318 | Time: 2635.86 ms [2022-03-08 04:47:40 main:574] : INFO : Epoch 1822 | loss: 0.0310899 | val_loss: 0.0311323 | Time: 2530.89 ms [2022-03-08 04:47:43 main:574] : INFO : Epoch 1823 | loss: 0.0310966 | val_loss: 0.0311275 | Time: 2401.17 ms [2022-03-08 04:47:45 main:574] : INFO : Epoch 1824 | loss: 0.0310915 | val_loss: 0.0311206 | Time: 2519.11 ms [2022-03-08 04:47:48 main:574] : INFO : Epoch 1825 | loss: 0.0310882 | val_loss: 0.0311201 | Time: 2673.53 ms [2022-03-08 04:47:50 main:574] : INFO : Epoch 1826 | loss: 0.0310849 | val_loss: 0.0311222 | Time: 2549.06 ms [2022-03-08 04:47:53 main:574] : INFO : Epoch 1827 | loss: 0.0310804 | val_loss: 0.0311231 | Time: 2678.21 ms [2022-03-08 04:47:56 main:574] : INFO : Epoch 1828 | loss: 0.0310776 | val_loss: 0.0311225 | Time: 2344.94 ms [2022-03-08 04:47:58 main:574] : INFO : Epoch 1829 | loss: 0.031076 | val_loss: 0.0311362 | Time: 2726.81 ms [2022-03-08 04:48:01 main:574] : INFO : Epoch 1830 | loss: 0.0310789 | val_loss: 0.0311307 | Time: 2398.24 ms [2022-03-08 04:48:03 main:574] : INFO : Epoch 1831 | loss: 0.031076 | val_loss: 0.0311271 | Time: 2502.92 ms [2022-03-08 04:48:06 main:574] : INFO : Epoch 1832 | loss: 0.0310762 | val_loss: 0.0311317 | Time: 2405.42 ms [2022-03-08 04:48:09 main:574] : INFO : Epoch 1833 | loss: 0.0310771 | val_loss: 0.0311349 | Time: 2750.6 ms [2022-03-08 04:48:12 main:574] : INFO : Epoch 1834 | loss: 0.0310736 | val_loss: 0.0311337 | Time: 2998.03 ms [2022-03-08 04:48:15 main:574] : INFO : Epoch 1835 | loss: 0.0310783 | val_loss: 0.0311369 | Time: 3401.73 ms [2022-03-08 04:48:18 main:574] : INFO : Epoch 1836 | loss: 0.031074 | val_loss: 0.0311422 | Time: 2664.62 ms [2022-03-08 04:48:20 main:574] : INFO : Epoch 1837 | loss: 0.0310765 | val_loss: 0.0311292 | Time: 2650.35 ms [2022-03-08 04:48:23 main:574] : INFO : Epoch 1838 | loss: 0.0310748 | val_loss: 0.0311339 | Time: 2882.75 ms [2022-03-08 04:48:26 main:574] : INFO : Epoch 1839 | loss: 0.0310774 | val_loss: 0.0311299 | Time: 2607.26 ms [2022-03-08 04:48:29 main:574] : INFO : Epoch 1840 | loss: 0.0310786 | val_loss: 0.031127 | Time: 3226.72 ms [2022-03-08 04:48:32 main:574] : INFO : Epoch 1841 | loss: 0.0310776 | val_loss: 0.0311305 | Time: 2612.45 ms [2022-03-08 04:48:35 main:574] : INFO : Epoch 1842 | loss: 0.0310851 | val_loss: 0.0311447 | Time: 2688.59 ms [2022-03-08 04:48:38 main:574] : INFO : Epoch 1843 | loss: 0.0310821 | val_loss: 0.0311354 | Time: 2848.96 ms [2022-03-08 04:48:40 main:574] : INFO : Epoch 1844 | loss: 0.031074 | val_loss: 0.0311339 | Time: 2715.86 ms [2022-03-08 04:48:43 main:574] : INFO : Epoch 1845 | loss: 0.0310746 | val_loss: 0.0311434 | Time: 2448.26 ms [2022-03-08 04:48:46 main:574] : INFO : Epoch 1846 | loss: 0.0310847 | val_loss: 0.0311316 | Time: 2693.14 ms [2022-03-08 04:48:48 main:574] : INFO : Epoch 1847 | loss: 0.0310796 | val_loss: 0.0311338 | Time: 2643.87 ms [2022-03-08 04:48:51 main:574] : INFO : Epoch 1848 | loss: 0.0310809 | val_loss: 0.0311365 | Time: 2386.52 ms [2022-03-08 04:48:53 main:574] : INFO : Epoch 1849 | loss: 0.0310901 | val_loss: 0.0311225 | Time: 2396.87 ms [2022-03-08 04:48:55 main:574] : INFO : Epoch 1850 | loss: 0.0310834 | val_loss: 0.0311289 | Time: 2393.6 ms [2022-03-08 04:48:58 main:574] : INFO : Epoch 1851 | loss: 0.0310825 | val_loss: 0.0311346 | Time: 2711.48 ms [2022-03-08 04:49:01 main:574] : INFO : Epoch 1852 | loss: 0.0310806 | val_loss: 0.0311231 | Time: 2621.59 ms [2022-03-08 04:49:03 main:574] : INFO : Epoch 1853 | loss: 0.0310784 | val_loss: 0.0311258 | Time: 2398.83 ms [2022-03-08 04:49:07 main:574] : INFO : Epoch 1854 | loss: 0.0310774 | val_loss: 0.0311215 | Time: 3621.61 ms [2022-03-08 04:49:10 main:574] : INFO : Epoch 1855 | loss: 0.0310776 | val_loss: 0.0311259 | Time: 2591.02 ms [2022-03-08 04:49:12 main:574] : INFO : Epoch 1856 | loss: 0.0310747 | val_loss: 0.0311261 | Time: 2461.6 ms [2022-03-08 04:49:15 main:574] : INFO : Epoch 1857 | loss: 0.0310776 | val_loss: 0.0311245 | Time: 2859.43 ms [2022-03-08 04:49:18 main:574] : INFO : Epoch 1858 | loss: 0.0310755 | val_loss: 0.0311305 | Time: 2704.95 ms [2022-03-08 04:49:20 main:574] : INFO : Epoch 1859 | loss: 0.0310715 | val_loss: 0.0311284 | Time: 2522.7 ms [2022-03-08 04:49:23 main:574] : INFO : Epoch 1860 | loss: 0.0310666 | val_loss: 0.03113 | Time: 2982.04 ms [2022-03-08 04:49:26 main:574] : INFO : Epoch 1861 | loss: 0.0310656 | val_loss: 0.0311324 | Time: 2417.46 ms [2022-03-08 04:49:28 main:574] : INFO : Epoch 1862 | loss: 0.0310668 | val_loss: 0.0311357 | Time: 2684.13 ms [2022-03-08 04:49:32 main:574] : INFO : Epoch 1863 | loss: 0.0310679 | val_loss: 0.031132 | Time: 3080.18 ms [2022-03-08 04:49:34 main:574] : INFO : Epoch 1864 | loss: 0.0310691 | val_loss: 0.0311348 | Time: 2785.81 ms [2022-03-08 04:49:37 main:574] : INFO : Epoch 1865 | loss: 0.0310682 | val_loss: 0.0311294 | Time: 2987.46 ms [2022-03-08 04:49:40 main:574] : INFO : Epoch 1866 | loss: 0.0310839 | val_loss: 0.0311385 | Time: 2902.48 ms [2022-03-08 04:49:43 main:574] : INFO : Epoch 1867 | loss: 0.0310918 | val_loss: 0.0311252 | Time: 2702.93 ms [2022-03-08 04:49:47 main:574] : INFO : Epoch 1868 | loss: 0.0310871 | val_loss: 0.0311229 | Time: 3518.78 ms [2022-03-08 04:49:49 main:574] : INFO : Epoch 1869 | loss: 0.031084 | val_loss: 0.0311218 | Time: 2855.65 ms [2022-03-08 04:49:52 main:574] : INFO : Epoch 1870 | loss: 0.0310754 | val_loss: 0.0311324 | Time: 2578.91 ms [2022-03-08 04:49:55 main:574] : INFO : Epoch 1871 | loss: 0.0310736 | val_loss: 0.0311271 | Time: 2490.99 ms [2022-03-08 04:49:57 main:574] : INFO : Epoch 1872 | loss: 0.0310718 | val_loss: 0.0311379 | Time: 2562.54 ms [2022-03-08 04:50:00 main:574] : INFO : Epoch 1873 | loss: 0.0310685 | val_loss: 0.0311265 | Time: 2631.45 ms [2022-03-08 04:50:03 main:574] : INFO : Epoch 1874 | loss: 0.0310657 | val_loss: 0.0311271 | Time: 3215.84 ms [2022-03-08 04:50:06 main:574] : INFO : Epoch 1875 | loss: 0.0310658 | val_loss: 0.0311275 | Time: 2922.97 ms [2022-03-08 04:50:08 main:574] : INFO : Epoch 1876 | loss: 0.03107 | val_loss: 0.0311304 | Time: 2368.98 ms [2022-03-08 04:50:11 main:574] : INFO : Epoch 1877 | loss: 0.0310675 | val_loss: 0.0311258 | Time: 2649.59 ms [2022-03-08 04:50:14 main:574] : INFO : Epoch 1878 | loss: 0.0310649 | val_loss: 0.0311225 | Time: 2592.31 ms [2022-03-08 04:50:16 main:574] : INFO : Epoch 1879 | loss: 0.0310703 | val_loss: 0.0311201 | Time: 2474.17 ms [2022-03-08 04:50:19 main:574] : INFO : Epoch 1880 | loss: 0.0310742 | val_loss: 0.031126 | Time: 2965.7 ms [2022-03-08 04:50:22 main:574] : INFO : Epoch 1881 | loss: 0.0310704 | val_loss: 0.0311314 | Time: 2874.21 ms [2022-03-08 04:50:26 main:574] : INFO : Epoch 1882 | loss: 0.0310694 | val_loss: 0.0311265 | Time: 3439.82 ms [2022-03-08 04:50:29 main:574] : INFO : Epoch 1883 | loss: 0.0310661 | val_loss: 0.0311362 | Time: 3264.74 ms [2022-03-08 04:50:32 main:574] : INFO : Epoch 1884 | loss: 0.031064 | val_loss: 0.0311296 | Time: 2634.45 ms [2022-03-08 04:50:34 main:574] : INFO : Epoch 1885 | loss: 0.0310658 | val_loss: 0.0311258 | Time: 2394.74 ms [2022-03-08 04:50:36 main:574] : INFO : Epoch 1886 | loss: 0.0310657 | val_loss: 0.0311348 | Time: 2391.49 ms [2022-03-08 04:50:39 main:574] : INFO : Epoch 1887 | loss: 0.0310608 | val_loss: 0.0311317 | Time: 2645.55 ms [2022-03-08 04:50:42 main:574] : INFO : Epoch 1888 | loss: 0.0310592 | val_loss: 0.0311258 | Time: 2776.05 ms [2022-03-08 04:50:45 main:574] : INFO : Epoch 1889 | loss: 0.0310612 | val_loss: 0.0311224 | Time: 2709.78 ms [2022-03-08 04:50:48 main:574] : INFO : Epoch 1890 | loss: 0.0310621 | val_loss: 0.0311259 | Time: 3101.74 ms [2022-03-08 04:50:50 main:574] : INFO : Epoch 1891 | loss: 0.0310605 | val_loss: 0.0311389 | Time: 2552.46 ms [2022-03-08 04:50:54 main:574] : INFO : Epoch 1892 | loss: 0.0310649 | val_loss: 0.0311365 | Time: 3588.23 ms [2022-03-08 04:50:57 main:574] : INFO : Epoch 1893 | loss: 0.0310789 | val_loss: 0.031132 | Time: 2873.36 ms [2022-03-08 04:51:00 main:574] : INFO : Epoch 1894 | loss: 0.03107 | val_loss: 0.031123 | Time: 2960.51 ms [2022-03-08 04:51:03 main:574] : INFO : Epoch 1895 | loss: 0.0310661 | val_loss: 0.0311195 | Time: 2815.17 ms [2022-03-08 04:51:06 main:574] : INFO : Epoch 1896 | loss: 0.0310644 | val_loss: 0.0311287 | Time: 2774.62 ms [2022-03-08 04:51:08 main:574] : INFO : Epoch 1897 | loss: 0.0310643 | val_loss: 0.0311272 | Time: 2653.95 ms [2022-03-08 04:51:11 main:574] : INFO : Epoch 1898 | loss: 0.0310667 | val_loss: 0.0311258 | Time: 2959.82 ms [2022-03-08 04:51:14 main:574] : INFO : Epoch 1899 | loss: 0.0310673 | val_loss: 0.0311263 | Time: 2643.05 ms [2022-03-08 04:51:17 main:574] : INFO : Epoch 1900 | loss: 0.0310609 | val_loss: 0.0311246 | Time: 2957.71 ms [2022-03-08 04:51:20 main:574] : INFO : Epoch 1901 | loss: 0.0310608 | val_loss: 0.0311233 | Time: 2698.66 ms [2022-03-08 04:51:22 main:574] : INFO : Epoch 1902 | loss: 0.0310596 | val_loss: 0.0311213 | Time: 2438.79 ms [2022-03-08 04:51:25 main:574] : INFO : Epoch 1903 | loss: 0.0310667 | val_loss: 0.0311298 | Time: 2388.09 ms [2022-03-08 04:51:27 main:574] : INFO : Epoch 1904 | loss: 0.0310618 | val_loss: 0.031126 | Time: 2359.87 ms [2022-03-08 04:51:29 main:574] : INFO : Epoch 1905 | loss: 0.0310589 | val_loss: 0.0311165 | Time: 2381.26 ms [2022-03-08 04:51:32 main:574] : INFO : Epoch 1906 | loss: 0.0310574 | val_loss: 0.0311214 | Time: 2578.87 ms [2022-03-08 04:51:34 main:574] : INFO : Epoch 1907 | loss: 0.0310549 | val_loss: 0.0311234 | Time: 2447.82 ms [2022-03-08 04:51:37 main:574] : INFO : Epoch 1908 | loss: 0.031056 | val_loss: 0.0311259 | Time: 2783.12 ms [2022-03-08 04:51:40 main:574] : INFO : Epoch 1909 | loss: 0.0310698 | val_loss: 0.0311283 | Time: 2687.33 ms [2022-03-08 04:51:43 main:574] : INFO : Epoch 1910 | loss: 0.0310634 | val_loss: 0.0311311 | Time: 3470.88 ms [2022-03-08 04:51:46 main:574] : INFO : Epoch 1911 | loss: 0.03106 | val_loss: 0.0311345 | Time: 2994.81 ms [2022-03-08 04:51:49 main:574] : INFO : Epoch 1912 | loss: 0.0310635 | val_loss: 0.0311419 | Time: 2632.88 ms [2022-03-08 04:51:52 main:574] : INFO : Epoch 1913 | loss: 0.0310687 | val_loss: 0.0311482 | Time: 2913.18 ms [2022-03-08 04:51:55 main:574] : INFO : Epoch 1914 | loss: 0.0310687 | val_loss: 0.0311385 | Time: 2569.26 ms [2022-03-08 04:51:58 main:574] : INFO : Epoch 1915 | loss: 0.0310688 | val_loss: 0.0311305 | Time: 3292.25 ms [2022-03-08 04:52:01 main:574] : INFO : Epoch 1916 | loss: 0.0310623 | val_loss: 0.0311386 | Time: 2689.81 ms [2022-03-08 04:52:03 main:574] : INFO : Epoch 1917 | loss: 0.0310668 | val_loss: 0.0311265 | Time: 2622.59 ms [2022-03-08 04:52:07 main:574] : INFO : Epoch 1918 | loss: 0.0310685 | val_loss: 0.031118 | Time: 3188.87 ms [2022-03-08 04:52:10 main:574] : INFO : Epoch 1919 | loss: 0.0310837 | val_loss: 0.0311213 | Time: 3294.17 ms [2022-03-08 04:52:13 main:574] : INFO : Epoch 1920 | loss: 0.031094 | val_loss: 0.03113 | Time: 2771.81 ms [2022-03-08 04:52:15 main:574] : INFO : Epoch 1921 | loss: 0.0310781 | val_loss: 0.0311366 | Time: 2445.66 ms [2022-03-08 04:52:18 main:574] : INFO : Epoch 1922 | loss: 0.0310737 | val_loss: 0.0311443 | Time: 2422.72 ms [2022-03-08 04:52:20 main:574] : INFO : Epoch 1923 | loss: 0.0310681 | val_loss: 0.0311327 | Time: 2425.86 ms [2022-03-08 04:52:23 main:574] : INFO : Epoch 1924 | loss: 0.0310695 | val_loss: 0.0311292 | Time: 2648.51 ms [2022-03-08 04:52:25 main:574] : INFO : Epoch 1925 | loss: 0.0310639 | val_loss: 0.0311248 | Time: 2596.04 ms [2022-03-08 04:52:28 main:574] : INFO : Epoch 1926 | loss: 0.0310567 | val_loss: 0.0311273 | Time: 2995.8 ms [2022-03-08 04:52:31 main:574] : INFO : Epoch 1927 | loss: 0.0310535 | val_loss: 0.0311292 | Time: 2564.99 ms [2022-03-08 04:52:34 main:574] : INFO : Epoch 1928 | loss: 0.0310522 | val_loss: 0.0311314 | Time: 3052.35 ms [2022-03-08 04:52:37 main:574] : INFO : Epoch 1929 | loss: 0.0310518 | val_loss: 0.031133 | Time: 2440.72 ms [2022-03-08 04:52:40 main:574] : INFO : Epoch 1930 | loss: 0.0310541 | val_loss: 0.0311318 | Time: 3006.73 ms [2022-03-08 04:52:42 main:574] : INFO : Epoch 1931 | loss: 0.0310551 | val_loss: 0.0311319 | Time: 2860.08 ms [2022-03-08 04:52:45 main:574] : INFO : Epoch 1932 | loss: 0.0310584 | val_loss: 0.0311319 | Time: 2838.98 ms [2022-03-08 04:52:48 main:574] : INFO : Epoch 1933 | loss: 0.0310639 | val_loss: 0.0311273 | Time: 3075.09 ms [2022-03-08 04:52:52 main:574] : INFO : Epoch 1934 | loss: 0.0310568 | val_loss: 0.031131 | Time: 3615.26 ms [2022-03-08 04:52:56 main:574] : INFO : Epoch 1935 | loss: 0.0310507 | val_loss: 0.0311323 | Time: 3682.01 ms [2022-03-08 04:52:58 main:574] : INFO : Epoch 1936 | loss: 0.0310499 | val_loss: 0.0311255 | Time: 2642.99 ms [2022-03-08 04:53:01 main:574] : INFO : Epoch 1937 | loss: 0.0310503 | val_loss: 0.0311369 | Time: 2879.09 ms [2022-03-08 04:53:04 main:574] : INFO : Epoch 1938 | loss: 0.0310557 | val_loss: 0.031134 | Time: 2463.97 ms [2022-03-08 04:53:07 main:574] : INFO : Epoch 1939 | loss: 0.0310491 | val_loss: 0.0311377 | Time: 2671.14 ms [2022-03-08 04:53:09 main:574] : INFO : Epoch 1940 | loss: 0.0310496 | val_loss: 0.03113 | Time: 2546.15 ms [2022-03-08 04:53:12 main:574] : INFO : Epoch 1941 | loss: 0.0310545 | val_loss: 0.0311304 | Time: 2946.81 ms [2022-03-08 04:53:15 main:574] : INFO : Epoch 1942 | loss: 0.0310562 | val_loss: 0.031116 | Time: 2971.68 ms [2022-03-08 04:53:18 main:574] : INFO : Epoch 1943 | loss: 0.0310614 | val_loss: 0.031117 | Time: 2723.38 ms [2022-03-08 04:53:21 main:574] : INFO : Epoch 1944 | loss: 0.0310649 | val_loss: 0.0311258 | Time: 2967.76 ms [2022-03-08 04:53:23 main:574] : INFO : Epoch 1945 | loss: 0.0310577 | val_loss: 0.0311316 | Time: 2572.79 ms [2022-03-08 04:53:26 main:574] : INFO : Epoch 1946 | loss: 0.0310558 | val_loss: 0.031136 | Time: 2634.79 ms [2022-03-08 04:53:29 main:574] : INFO : Epoch 1947 | loss: 0.0310499 | val_loss: 0.0311248 | Time: 2533.88 ms [2022-03-08 04:53:31 main:574] : INFO : Epoch 1948 | loss: 0.0310511 | val_loss: 0.0311338 | Time: 2734.95 ms [2022-03-08 04:53:34 main:574] : INFO : Epoch 1949 | loss: 0.0310539 | val_loss: 0.0311406 | Time: 2911.89 ms [2022-03-08 04:53:37 main:574] : INFO : Epoch 1950 | loss: 0.0310568 | val_loss: 0.0311314 | Time: 2967.05 ms [2022-03-08 04:53:40 main:574] : INFO : Epoch 1951 | loss: 0.0310489 | val_loss: 0.0311354 | Time: 2663.24 ms [2022-03-08 04:53:43 main:574] : INFO : Epoch 1952 | loss: 0.0310454 | val_loss: 0.0311287 | Time: 2669.81 ms [2022-03-08 04:53:46 main:574] : INFO : Epoch 1953 | loss: 0.0310445 | val_loss: 0.0311376 | Time: 2669.01 ms [2022-03-08 04:53:48 main:574] : INFO : Epoch 1954 | loss: 0.031044 | val_loss: 0.0311467 | Time: 2698.88 ms [2022-03-08 04:53:51 main:574] : INFO : Epoch 1955 | loss: 0.0310548 | val_loss: 0.0311405 | Time: 2655.55 ms [2022-03-08 04:53:54 main:574] : INFO : Epoch 1956 | loss: 0.0310557 | val_loss: 0.0311323 | Time: 2713.45 ms [2022-03-08 04:53:57 main:574] : INFO : Epoch 1957 | loss: 0.0310503 | val_loss: 0.0311393 | Time: 2960.69 ms [2022-03-08 04:54:00 main:574] : INFO : Epoch 1958 | loss: 0.0310478 | val_loss: 0.0311347 | Time: 2666.82 ms [2022-03-08 04:54:02 main:574] : INFO : Epoch 1959 | loss: 0.0310533 | val_loss: 0.0311408 | Time: 2658.29 ms [2022-03-08 04:54:05 main:574] : INFO : Epoch 1960 | loss: 0.0310744 | val_loss: 0.0311398 | Time: 2589.77 ms [2022-03-08 04:54:08 main:574] : INFO : Epoch 1961 | loss: 0.0310866 | val_loss: 0.0311326 | Time: 2644.43 ms [2022-03-08 04:54:10 main:574] : INFO : Epoch 1962 | loss: 0.0310763 | val_loss: 0.031119 | Time: 2613.88 ms [2022-03-08 04:54:13 main:574] : INFO : Epoch 1963 | loss: 0.0310679 | val_loss: 0.031115 | Time: 2595.64 ms [2022-03-08 04:54:15 main:574] : INFO : Epoch 1964 | loss: 0.0310608 | val_loss: 0.0311259 | Time: 2574.67 ms [2022-03-08 04:54:18 main:574] : INFO : Epoch 1965 | loss: 0.0310589 | val_loss: 0.0311251 | Time: 2513.14 ms [2022-03-08 04:54:21 main:574] : INFO : Epoch 1966 | loss: 0.0310646 | val_loss: 0.0311346 | Time: 2615.48 ms [2022-03-08 04:54:23 main:574] : INFO : Epoch 1967 | loss: 0.0310586 | val_loss: 0.0311333 | Time: 2723.22 ms [2022-03-08 04:54:26 main:574] : INFO : Epoch 1968 | loss: 0.0310543 | val_loss: 0.0311276 | Time: 2848.24 ms [2022-03-08 04:54:29 main:574] : INFO : Epoch 1969 | loss: 0.0310466 | val_loss: 0.0311243 | Time: 2585.56 ms [2022-03-08 04:54:32 main:574] : INFO : Epoch 1970 | loss: 0.0310463 | val_loss: 0.0311263 | Time: 2590.2 ms [2022-03-08 04:54:34 main:574] : INFO : Epoch 1971 | loss: 0.0310448 | val_loss: 0.0311371 | Time: 2638.4 ms [2022-03-08 04:54:37 main:574] : INFO : Epoch 1972 | loss: 0.0310435 | val_loss: 0.0311351 | Time: 2592.39 ms [2022-03-08 04:54:39 main:574] : INFO : Epoch 1973 | loss: 0.0310526 | val_loss: 0.0311348 | Time: 2632.69 ms [2022-03-08 04:54:42 main:574] : INFO : Epoch 1974 | loss: 0.0310504 | val_loss: 0.0311312 | Time: 2624.36 ms [2022-03-08 04:54:45 main:574] : INFO : Epoch 1975 | loss: 0.031048 | val_loss: 0.0311215 | Time: 2767.39 ms [2022-03-08 04:54:48 main:574] : INFO : Epoch 1976 | loss: 0.0310451 | val_loss: 0.0311268 | Time: 2925.49 ms [2022-03-08 04:54:51 main:574] : INFO : Epoch 1977 | loss: 0.0310534 | val_loss: 0.0311376 | Time: 2656.95 ms [2022-03-08 04:54:53 main:574] : INFO : Epoch 1978 | loss: 0.0310711 | val_loss: 0.0311228 | Time: 2633.93 ms [2022-03-08 04:54:56 main:574] : INFO : Epoch 1979 | loss: 0.0310739 | val_loss: 0.0311193 | Time: 2615.21 ms [2022-03-08 04:54:59 main:574] : INFO : Epoch 1980 | loss: 0.0310627 | val_loss: 0.0311321 | Time: 2588.58 ms [2022-03-08 04:55:01 main:574] : INFO : Epoch 1981 | loss: 0.0310602 | val_loss: 0.0311347 | Time: 2630.11 ms [2022-03-08 04:55:04 main:574] : INFO : Epoch 1982 | loss: 0.0310648 | val_loss: 0.0311337 | Time: 2555.96 ms [2022-03-08 04:55:06 main:574] : INFO : Epoch 1983 | loss: 0.0310572 | val_loss: 0.0311353 | Time: 2526.68 ms [2022-03-08 04:55:09 main:574] : INFO : Epoch 1984 | loss: 0.031063 | val_loss: 0.0311257 | Time: 2406.74 ms [2022-03-08 04:55:11 main:574] : INFO : Epoch 1985 | loss: 0.0310573 | val_loss: 0.0311334 | Time: 2369.64 ms [2022-03-08 04:55:14 main:574] : INFO : Epoch 1986 | loss: 0.0310495 | val_loss: 0.0311315 | Time: 2530.76 ms [2022-03-08 04:55:16 main:574] : INFO : Epoch 1987 | loss: 0.0310432 | val_loss: 0.031128 | Time: 2342.94 ms [2022-03-08 04:55:19 main:574] : INFO : Epoch 1988 | loss: 0.0310456 | val_loss: 0.0311344 | Time: 2343.1 ms [2022-03-08 04:55:21 main:574] : INFO : Epoch 1989 | loss: 0.031044 | val_loss: 0.0311281 | Time: 2319.45 ms [2022-03-08 04:55:23 main:574] : INFO : Epoch 1990 | loss: 0.0310408 | val_loss: 0.0311452 | Time: 2334.86 ms [2022-03-08 04:55:26 main:574] : INFO : Epoch 1991 | loss: 0.0310402 | val_loss: 0.0311292 | Time: 2344.95 ms [2022-03-08 04:55:28 main:574] : INFO : Epoch 1992 | loss: 0.0310398 | val_loss: 0.0311545 | Time: 2338.07 ms [2022-03-08 04:55:30 main:574] : INFO : Epoch 1993 | loss: 0.0310448 | val_loss: 0.0311324 | Time: 2331.67 ms [2022-03-08 04:55:33 main:574] : INFO : Epoch 1994 | loss: 0.0310439 | val_loss: 0.0311517 | Time: 2354.47 ms [2022-03-08 04:55:35 main:574] : INFO : Epoch 1995 | loss: 0.0310514 | val_loss: 0.0311443 | Time: 2320.24 ms [2022-03-08 04:55:37 main:574] : INFO : Epoch 1996 | loss: 0.0310783 | val_loss: 0.0311352 | Time: 2348.12 ms [2022-03-08 04:55:40 main:574] : INFO : Epoch 1997 | loss: 0.0310917 | val_loss: 0.0311311 | Time: 2421.53 ms [2022-03-08 04:55:42 main:574] : INFO : Epoch 1998 | loss: 0.0310698 | val_loss: 0.0311237 | Time: 2455.16 ms [2022-03-08 04:55:45 main:574] : INFO : Epoch 1999 | loss: 0.03106 | val_loss: 0.0311309 | Time: 2332.22 ms [2022-03-08 04:55:47 main:574] : INFO : Epoch 2000 | loss: 0.0310541 | val_loss: 0.0311259 | Time: 2356.11 ms [2022-03-08 04:55:49 main:574] : INFO : Epoch 2001 | loss: 0.0310502 | val_loss: 0.031123 | Time: 2323.32 ms [2022-03-08 04:55:52 main:574] : INFO : Epoch 2002 | loss: 0.0310428 | val_loss: 0.0311261 | Time: 2336.9 ms [2022-03-08 04:55:54 main:574] : INFO : Epoch 2003 | loss: 0.0310459 | val_loss: 0.0311197 | Time: 2322.8 ms [2022-03-08 04:55:57 main:574] : INFO : Epoch 2004 | loss: 0.0310509 | val_loss: 0.0311333 | Time: 2312.37 ms [2022-03-08 04:55:59 main:574] : INFO : Epoch 2005 | loss: 0.0310441 | val_loss: 0.031131 | Time: 2389.28 ms [2022-03-08 04:56:02 main:574] : INFO : Epoch 2006 | loss: 0.0310435 | val_loss: 0.0311329 | Time: 2550.92 ms [2022-03-08 04:56:04 main:574] : INFO : Epoch 2007 | loss: 0.0310411 | val_loss: 0.0311353 | Time: 2339.52 ms [2022-03-08 04:56:06 main:574] : INFO : Epoch 2008 | loss: 0.0310413 | val_loss: 0.0311247 | Time: 2334.86 ms [2022-03-08 04:56:09 main:574] : INFO : Epoch 2009 | loss: 0.0310404 | val_loss: 0.0311272 | Time: 2299.16 ms [2022-03-08 04:56:11 main:574] : INFO : Epoch 2010 | loss: 0.0310468 | val_loss: 0.0311369 | Time: 2333.86 ms [2022-03-08 04:56:13 main:574] : INFO : Epoch 2011 | loss: 0.0310715 | val_loss: 0.0311173 | Time: 2299.88 ms [2022-03-08 04:56:16 main:574] : INFO : Epoch 2012 | loss: 0.031063 | val_loss: 0.0311225 | Time: 2321.21 ms [2022-03-08 04:56:18 main:574] : INFO : Epoch 2013 | loss: 0.0310568 | val_loss: 0.0311299 | Time: 2339.26 ms [2022-03-08 04:56:20 main:574] : INFO : Epoch 2014 | loss: 0.0310545 | val_loss: 0.0311314 | Time: 2302.46 ms [2022-03-08 04:56:23 main:574] : INFO : Epoch 2015 | loss: 0.0310515 | val_loss: 0.0311267 | Time: 2350.13 ms [2022-03-08 04:56:25 main:574] : INFO : Epoch 2016 | loss: 0.03107 | val_loss: 0.0311243 | Time: 2494.85 ms [2022-03-08 04:56:28 main:574] : INFO : Epoch 2017 | loss: 0.0310699 | val_loss: 0.031117 | Time: 2403.31 ms [2022-03-08 04:56:30 main:574] : INFO : Epoch 2018 | loss: 0.0310578 | val_loss: 0.0311231 | Time: 2402.8 ms [2022-03-08 04:56:32 main:574] : INFO : Epoch 2019 | loss: 0.0310499 | val_loss: 0.0311319 | Time: 2364.25 ms [2022-03-08 04:56:35 main:574] : INFO : Epoch 2020 | loss: 0.0310513 | val_loss: 0.0311307 | Time: 2392.3 ms [2022-03-08 04:56:37 main:574] : INFO : Epoch 2021 | loss: 0.0310543 | val_loss: 0.0311241 | Time: 2337.22 ms [2022-03-08 04:56:40 main:574] : INFO : Epoch 2022 | loss: 0.0310484 | val_loss: 0.0311357 | Time: 2376.91 ms [2022-03-08 04:56:42 main:574] : INFO : Epoch 2023 | loss: 0.0310452 | val_loss: 0.0311294 | Time: 2357.58 ms [2022-03-08 04:56:44 main:574] : INFO : Epoch 2024 | loss: 0.0310378 | val_loss: 0.0311273 | Time: 2352.61 ms [2022-03-08 04:56:47 main:574] : INFO : Epoch 2025 | loss: 0.031042 | val_loss: 0.0311474 | Time: 2344.34 ms [2022-03-08 04:56:49 main:574] : INFO : Epoch 2026 | loss: 0.0310412 | val_loss: 0.0311359 | Time: 2379.44 ms [2022-03-08 04:56:52 main:574] : INFO : Epoch 2027 | loss: 0.0310427 | val_loss: 0.0311339 | Time: 2504.74 ms [2022-03-08 04:56:54 main:574] : INFO : Epoch 2028 | loss: 0.0310688 | val_loss: 0.0311242 | Time: 2407.25 ms [2022-03-08 04:56:57 main:574] : INFO : Epoch 2029 | loss: 0.0310799 | val_loss: 0.0311332 | Time: 2393.44 ms [2022-03-08 04:56:59 main:574] : INFO : Epoch 2030 | loss: 0.0310616 | val_loss: 0.0311242 | Time: 2332.48 ms [2022-03-08 04:57:01 main:574] : INFO : Epoch 2031 | loss: 0.0310538 | val_loss: 0.0311194 | Time: 2366.1 ms [2022-03-08 04:57:04 main:574] : INFO : Epoch 2032 | loss: 0.0310486 | val_loss: 0.0311293 | Time: 2407.23 ms [2022-03-08 04:57:06 main:574] : INFO : Epoch 2033 | loss: 0.0310455 | val_loss: 0.0311341 | Time: 2402.62 ms [2022-03-08 04:57:09 main:574] : INFO : Epoch 2034 | loss: 0.0310389 | val_loss: 0.031127 | Time: 2349.51 ms [2022-03-08 04:57:11 main:574] : INFO : Epoch 2035 | loss: 0.0310357 | val_loss: 0.0311348 | Time: 2407.75 ms [2022-03-08 04:57:14 main:574] : INFO : Epoch 2036 | loss: 0.0310402 | val_loss: 0.0311225 | Time: 2526.1 ms [2022-03-08 04:57:16 main:574] : INFO : Epoch 2037 | loss: 0.0310351 | val_loss: 0.0311396 | Time: 2323.58 ms [2022-03-08 04:57:18 main:574] : INFO : Epoch 2038 | loss: 0.0310726 | val_loss: 0.0311371 | Time: 2327.89 ms [2022-03-08 04:57:21 main:574] : INFO : Epoch 2039 | loss: 0.0310751 | val_loss: 0.0311187 | Time: 2319.39 ms [2022-03-08 04:57:23 main:574] : INFO : Epoch 2040 | loss: 0.0310654 | val_loss: 0.0311229 | Time: 2325.98 ms [2022-03-08 04:57:25 main:574] : INFO : Epoch 2041 | loss: 0.0310546 | val_loss: 0.0311242 | Time: 2342.51 ms [2022-03-08 04:57:28 main:574] : INFO : Epoch 2042 | loss: 0.0310495 | val_loss: 0.0311292 | Time: 2362.68 ms [2022-03-08 04:57:30 main:574] : INFO : Epoch 2043 | loss: 0.0310423 | val_loss: 0.0311264 | Time: 2362.2 ms [2022-03-08 04:57:33 main:574] : INFO : Epoch 2044 | loss: 0.0310366 | val_loss: 0.0311387 | Time: 2548.83 ms [2022-03-08 04:57:35 main:574] : INFO : Epoch 2045 | loss: 0.0310397 | val_loss: 0.0311277 | Time: 2390.06 ms [2022-03-08 04:57:38 main:574] : INFO : Epoch 2046 | loss: 0.0310441 | val_loss: 0.0311274 | Time: 2339.05 ms [2022-03-08 04:57:40 main:574] : INFO : Epoch 2047 | loss: 0.0310431 | val_loss: 0.0311228 | Time: 2345.29 ms [2022-03-08 04:57:42 main:574] : INFO : Epoch 2048 | loss: 0.0310404 | val_loss: 0.0311312 | Time: 2379.72 ms [2022-03-08 04:57:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311312 [2022-03-08 04:57:42 main:603] : INFO : Saving end state to config to file [2022-03-08 04:57:42 main:608] : INFO : Success, exiting.. 04:57:43 (18668): 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)