Task 5542424
| Name | ParityMachine-1624422096-3925-2_1 |
| Workunit | 3333452 |
| Created | 30 Jun 2021, 16:57:20 UTC |
| Sent | 30 Jun 2021, 18:44:13 UTC |
| Report deadline | 7 Jul 2021, 18:44:13 UTC |
| Received | 3 Jul 2021, 2:13:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 51 min 54 sec |
| CPU time | 51 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311982 | val_loss: 0.0311989 | Time: 1093.53 ms
[2021-07-03 04:04:21 main:574] : INFO : Epoch 1543 | loss: 0.0311979 | val_loss: 0.0311998 | Time: 1093.82 ms
[2021-07-03 04:04:22 main:574] : INFO : Epoch 1544 | loss: 0.0312005 | val_loss: 0.0311986 | Time: 1093.4 ms
[2021-07-03 04:04:23 main:574] : INFO : Epoch 1545 | loss: 0.0311983 | val_loss: 0.0312096 | Time: 1093.61 ms
[2021-07-03 04:04:24 main:574] : INFO : Epoch 1546 | loss: 0.0312027 | val_loss: 0.0311996 | Time: 1096.2 ms
[2021-07-03 04:04:25 main:574] : INFO : Epoch 1547 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 1095.43 ms
[2021-07-03 04:04:26 main:574] : INFO : Epoch 1548 | loss: 0.0312015 | val_loss: 0.0312055 | Time: 1095.78 ms
[2021-07-03 04:04:27 main:574] : INFO : Epoch 1549 | loss: 0.031206 | val_loss: 0.0312011 | Time: 1095.14 ms
[2021-07-03 04:04:28 main:574] : INFO : Epoch 1550 | loss: 0.0312046 | val_loss: 0.0311994 | Time: 1095.68 ms
[2021-07-03 04:04:29 main:574] : INFO : Epoch 1551 | loss: 0.031204 | val_loss: 0.0311982 | Time: 1093.84 ms
[2021-07-03 04:04:31 main:574] : INFO : Epoch 1552 | loss: 0.0312035 | val_loss: 0.0311998 | Time: 1097.82 ms
[2021-07-03 04:04:32 main:574] : INFO : Epoch 1553 | loss: 0.0312049 | val_loss: 0.0311976 | Time: 1091.55 ms
[2021-07-03 04:04:33 main:574] : INFO : Epoch 1554 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 1094.08 ms
[2021-07-03 04:04:34 main:574] : INFO : Epoch 1555 | loss: 0.0312066 | val_loss: 0.0312017 | Time: 1094 ms
[2021-07-03 04:04:35 main:574] : INFO : Epoch 1556 | loss: 0.031206 | val_loss: 0.031202 | Time: 1094.56 ms
[2021-07-03 04:04:36 main:574] : INFO : Epoch 1557 | loss: 0.0312042 | val_loss: 0.0312001 | Time: 1092.27 ms
[2021-07-03 04:04:37 main:574] : INFO : Epoch 1558 | loss: 0.0312005 | val_loss: 0.0311968 | Time: 1094.29 ms
[2021-07-03 04:04:38 main:574] : INFO : Epoch 1559 | loss: 0.0312005 | val_loss: 0.0312003 | Time: 1094.55 ms
[2021-07-03 04:04:39 main:574] : INFO : Epoch 1560 | loss: 0.0312003 | val_loss: 0.0311994 | Time: 1095 ms
[2021-07-03 04:04:40 main:574] : INFO : Epoch 1561 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 1094.66 ms
[2021-07-03 04:04:42 main:574] : INFO : Epoch 1562 | loss: 0.0312011 | val_loss: 0.0311966 | Time: 1093.43 ms
[2021-07-03 04:04:43 main:574] : INFO : Epoch 1563 | loss: 0.0312013 | val_loss: 0.0311967 | Time: 1094.48 ms
[2021-07-03 04:04:44 main:574] : INFO : Epoch 1564 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 1094.15 ms
[2021-07-03 04:04:45 main:574] : INFO : Epoch 1565 | loss: 0.0311988 | val_loss: 0.031197 | Time: 1094.84 ms
[2021-07-03 04:04:46 main:574] : INFO : Epoch 1566 | loss: 0.0311985 | val_loss: 0.031197 | Time: 1094.5 ms
[2021-07-03 04:04:47 main:574] : INFO : Epoch 1567 | loss: 0.0312009 | val_loss: 0.0311967 | Time: 1092.44 ms
[2021-07-03 04:04:48 main:574] : INFO : Epoch 1568 | loss: 0.0312006 | val_loss: 0.031205 | Time: 1092.71 ms
[2021-07-03 04:04:49 main:574] : INFO : Epoch 1569 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 1093.62 ms
[2021-07-03 04:04:50 main:574] : INFO : Epoch 1570 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 1091.13 ms
[2021-07-03 04:04:51 main:574] : INFO : Epoch 1571 | loss: 0.0312009 | val_loss: 0.0312 | Time: 1095.32 ms
[2021-07-03 04:04:53 main:574] : INFO : Epoch 1572 | loss: 0.0311992 | val_loss: 0.031199 | Time: 1093.6 ms
[2021-07-03 04:04:54 main:574] : INFO : Epoch 1573 | loss: 0.031198 | val_loss: 0.0311954 | Time: 1094.32 ms
[2021-07-03 04:04:55 main:574] : INFO : Epoch 1574 | loss: 0.0311967 | val_loss: 0.0311946 | Time: 1092.56 ms
[2021-07-03 04:04:56 main:574] : INFO : Epoch 1575 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 1095.19 ms
[2021-07-03 04:04:57 main:574] : INFO : Epoch 1576 | loss: 0.0311964 | val_loss: 0.0311947 | Time: 1095.93 ms
[2021-07-03 04:04:58 main:574] : INFO : Epoch 1577 | loss: 0.031198 | val_loss: 0.0311943 | Time: 1094.07 ms
[2021-07-03 04:04:59 main:574] : INFO : Epoch 1578 | loss: 0.0311971 | val_loss: 0.0311943 | Time: 1095.92 ms
[2021-07-03 04:05:00 main:574] : INFO : Epoch 1579 | loss: 0.0311975 | val_loss: 0.0311943 | Time: 1097.56 ms
[2021-07-03 04:05:01 main:574] : INFO : Epoch 1580 | loss: 0.0311973 | val_loss: 0.0311952 | Time: 1094.52 ms
[2021-07-03 04:05:02 main:574] : INFO : Epoch 1581 | loss: 0.0311974 | val_loss: 0.0311942 | Time: 1094.18 ms
[2021-07-03 04:05:03 main:574] : INFO : Epoch 1582 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 1093.18 ms
[2021-07-03 04:05:05 main:574] : INFO : Epoch 1583 | loss: 0.0311984 | val_loss: 0.031194 | Time: 1093.92 ms
[2021-07-03 04:05:06 main:574] : INFO : Epoch 1584 | loss: 0.0311963 | val_loss: 0.0311937 | Time: 1095.3 ms
[2021-07-03 04:05:07 main:574] : INFO : Epoch 1585 | loss: 0.0311974 | val_loss: 0.0311939 | Time: 1096.88 ms
[2021-07-03 04:05:08 main:574] : INFO : Epoch 1586 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 1092.1 ms
[2021-07-03 04:05:09 main:574] : INFO : Epoch 1587 | loss: 0.0311953 | val_loss: 0.031194 | Time: 1094.32 ms
[2021-07-03 04:05:10 main:574] : INFO : Epoch 1588 | loss: 0.0311955 | val_loss: 0.0311925 | Time: 1094.01 ms
[2021-07-03 04:05:11 main:574] : INFO : Epoch 1589 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 1094.26 ms
[2021-07-03 04:05:12 main:574] : INFO : Epoch 1590 | loss: 0.031195 | val_loss: 0.031201 | Time: 1095.88 ms
[2021-07-03 04:05:13 main:574] : INFO : Epoch 1591 | loss: 0.0311947 | val_loss: 0.031196 | Time: 1094.7 ms
[2021-07-03 04:05:14 main:574] : INFO : Epoch 1592 | loss: 0.0311971 | val_loss: 0.0311937 | Time: 1094.04 ms
[2021-07-03 04:05:16 main:574] : INFO : Epoch 1593 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 1094.4 ms
[2021-07-03 04:05:17 main:574] : INFO : Epoch 1594 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 1094.56 ms
[2021-07-03 04:05:18 main:574] : INFO : Epoch 1595 | loss: 0.0311987 | val_loss: 0.0311939 | Time: 1092.98 ms
[2021-07-03 04:05:19 main:574] : INFO : Epoch 1596 | loss: 0.0311951 | val_loss: 0.0311926 | Time: 1095.09 ms
[2021-07-03 04:05:20 main:574] : INFO : Epoch 1597 | loss: 0.0311951 | val_loss: 0.0311919 | Time: 1094.83 ms
[2021-07-03 04:05:21 main:574] : INFO : Epoch 1598 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 1094.05 ms
[2021-07-03 04:05:22 main:574] : INFO : Epoch 1599 | loss: 0.0311964 | val_loss: 0.0311924 | Time: 1093.38 ms
[2021-07-03 04:05:23 main:574] : INFO : Epoch 1600 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1093.91 ms
[2021-07-03 04:05:24 main:574] : INFO : Epoch 1601 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 1094.66 ms
[2021-07-03 04:05:25 main:574] : INFO : Epoch 1602 | loss: 0.0311932 | val_loss: 0.0311931 | Time: 1095.35 ms
[2021-07-03 04:05:27 main:574] : INFO : Epoch 1603 | loss: 0.0311942 | val_loss: 0.0311953 | Time: 1095.97 ms
[2021-07-03 04:05:28 main:574] : INFO : Epoch 1604 | loss: 0.031196 | val_loss: 0.0311994 | Time: 1094.05 ms
[2021-07-03 04:05:29 main:574] : INFO : Epoch 1605 | loss: 0.031195 | val_loss: 0.031196 | Time: 1094.93 ms
[2021-07-03 04:05:30 main:574] : INFO : Epoch 1606 | loss: 0.0311944 | val_loss: 0.0311958 | Time: 1093.61 ms
[2021-07-03 04:05:31 main:574] : INFO : Epoch 1607 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 1094.9 ms
[2021-07-03 04:05:32 main:574] : INFO : Epoch 1608 | loss: 0.031193 | val_loss: 0.0311953 | Time: 1094.71 ms
[2021-07-03 04:05:33 main:574] : INFO : Epoch 1609 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 1095.43 ms
[2021-07-03 04:05:34 main:574] : INFO : Epoch 1610 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 1095.42 ms
[2021-07-03 04:05:35 main:574] : INFO : Epoch 1611 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 1093.49 ms
[2021-07-03 04:05:36 main:574] : INFO : Epoch 1612 | loss: 0.0311929 | val_loss: 0.0311941 | Time: 1093.89 ms
[2021-07-03 04:05:38 main:574] : INFO : Epoch 1613 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1094.09 ms
[2021-07-03 04:05:39 main:574] : INFO : Epoch 1614 | loss: 0.031191 | val_loss: 0.0311943 | Time: 1090.92 ms
[2021-07-03 04:05:40 main:574] : INFO : Epoch 1615 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 1094.2 ms
[2021-07-03 04:05:41 main:574] : INFO : Epoch 1616 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 1095.42 ms
[2021-07-03 04:05:42 main:574] : INFO : Epoch 1617 | loss: 0.0311924 | val_loss: 0.0311989 | Time: 1093.89 ms
[2021-07-03 04:05:43 main:574] : INFO : Epoch 1618 | loss: 0.031193 | val_loss: 0.0311953 | Time: 1093.04 ms
[2021-07-03 04:05:44 main:574] : INFO : Epoch 1619 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 1094.69 ms
[2021-07-03 04:05:45 main:574] : INFO : Epoch 1620 | loss: 0.0311906 | val_loss: 0.0311944 | Time: 1094.74 ms
[2021-07-03 04:05:46 main:574] : INFO : Epoch 1621 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 1093.79 ms
[2021-07-03 04:05:47 main:574] : INFO : Epoch 1622 | loss: 0.0311888 | val_loss: 0.0311959 | Time: 1095.14 ms
[2021-07-03 04:05:48 main:574] : INFO : Epoch 1623 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 1093.52 ms
[2021-07-03 04:05:50 main:574] : INFO : Epoch 1624 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 1094.48 ms
[2021-07-03 04:05:51 main:574] : INFO : Epoch 1625 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 1094.98 ms
[2021-07-03 04:05:52 main:574] : INFO : Epoch 1626 | loss: 0.0311904 | val_loss: 0.0311966 | Time: 1093.61 ms
[2021-07-03 04:05:53 main:574] : INFO : Epoch 1627 | loss: 0.0311885 | val_loss: 0.0312044 | Time: 1095.54 ms
[2021-07-03 04:05:54 main:574] : INFO : Epoch 1628 | loss: 0.0311889 | val_loss: 0.0311934 | Time: 1091.12 ms
[2021-07-03 04:05:55 main:574] : INFO : Epoch 1629 | loss: 0.031189 | val_loss: 0.031196 | Time: 1092.98 ms
[2021-07-03 04:05:56 main:574] : INFO : Epoch 1630 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 1093.29 ms
[2021-07-03 04:05:57 main:574] : INFO : Epoch 1631 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 1093.05 ms
[2021-07-03 04:05:58 main:574] : INFO : Epoch 1632 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 1094.57 ms
[2021-07-03 04:05:59 main:574] : INFO : Epoch 1633 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 1093.17 ms
[2021-07-03 04:06:01 main:574] : INFO : Epoch 1634 | loss: 0.0311931 | val_loss: 0.0312123 | Time: 1095.44 ms
[2021-07-03 04:06:02 main:574] : INFO : Epoch 1635 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 1095.34 ms
[2021-07-03 04:06:03 main:574] : INFO : Epoch 1636 | loss: 0.0311907 | val_loss: 0.0311963 | Time: 1095.37 ms
[2021-07-03 04:06:04 main:574] : INFO : Epoch 1637 | loss: 0.0311876 | val_loss: 0.031192 | Time: 1093.38 ms
[2021-07-03 04:06:05 main:574] : INFO : Epoch 1638 | loss: 0.0311878 | val_loss: 0.0311961 | Time: 1093.58 ms
[2021-07-03 04:06:06 main:574] : INFO : Epoch 1639 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 1094.79 ms
[2021-07-03 04:06:07 main:574] : INFO : Epoch 1640 | loss: 0.0311862 | val_loss: 0.031196 | Time: 1093.76 ms
[2021-07-03 04:06:08 main:574] : INFO : Epoch 1641 | loss: 0.031186 | val_loss: 0.031192 | Time: 1095.69 ms
[2021-07-03 04:06:09 main:574] : INFO : Epoch 1642 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 1092.77 ms
[2021-07-03 04:06:10 main:574] : INFO : Epoch 1643 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 1091.18 ms
[2021-07-03 04:06:12 main:574] : INFO : Epoch 1644 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 1092.62 ms
[2021-07-03 04:06:13 main:574] : INFO : Epoch 1645 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 1093.86 ms
[2021-07-03 04:06:14 main:574] : INFO : Epoch 1646 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 1095.36 ms
[2021-07-03 04:06:15 main:574] : INFO : Epoch 1647 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 1094.94 ms
[2021-07-03 04:06:16 main:574] : INFO : Epoch 1648 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 1093.83 ms
[2021-07-03 04:06:17 main:574] : INFO : Epoch 1649 | loss: 0.0311875 | val_loss: 0.0311955 | Time: 1093.79 ms
[2021-07-03 04:06:18 main:574] : INFO : Epoch 1650 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1095.23 ms
[2021-07-03 04:06:19 main:574] : INFO : Epoch 1651 | loss: 0.0311848 | val_loss: 0.0311952 | Time: 1096.01 ms
[2021-07-03 04:06:20 main:574] : INFO : Epoch 1652 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 1092.96 ms
[2021-07-03 04:06:21 main:574] : INFO : Epoch 1653 | loss: 0.0311859 | val_loss: 0.0311905 | Time: 1093.28 ms
[2021-07-03 04:06:22 main:574] : INFO : Epoch 1654 | loss: 0.0311855 | val_loss: 0.0311938 | Time: 1093.27 ms
[2021-07-03 04:06:24 main:574] : INFO : Epoch 1655 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 1092.72 ms
[2021-07-03 04:06:25 main:574] : INFO : Epoch 1656 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 1094.28 ms
[2021-07-03 04:06:26 main:574] : INFO : Epoch 1657 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 1093.7 ms
[2021-07-03 04:06:27 main:574] : INFO : Epoch 1658 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1095.87 ms
[2021-07-03 04:06:28 main:574] : INFO : Epoch 1659 | loss: 0.0311844 | val_loss: 0.031193 | Time: 1092.98 ms
[2021-07-03 04:06:29 main:574] : INFO : Epoch 1660 | loss: 0.0311855 | val_loss: 0.031192 | Time: 1093.12 ms
[2021-07-03 04:06:30 main:574] : INFO : Epoch 1661 | loss: 0.0311896 | val_loss: 0.0311947 | Time: 1095.8 ms
[2021-07-03 04:06:31 main:574] : INFO : Epoch 1662 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 1096.31 ms
[2021-07-03 04:06:32 main:574] : INFO : Epoch 1663 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 1092.12 ms
[2021-07-03 04:06:33 main:574] : INFO : Epoch 1664 | loss: 0.0311859 | val_loss: 0.031191 | Time: 1093.54 ms
[2021-07-03 04:06:35 main:574] : INFO : Epoch 1665 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 1093.54 ms
[2021-07-03 04:06:36 main:574] : INFO : Epoch 1666 | loss: 0.0311855 | val_loss: 0.0311962 | Time: 1095.49 ms
[2021-07-03 04:06:37 main:574] : INFO : Epoch 1667 | loss: 0.0312016 | val_loss: 0.0312164 | Time: 1094.63 ms
[2021-07-03 04:06:38 main:574] : INFO : Epoch 1668 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 1093 ms
[2021-07-03 04:06:39 main:574] : INFO : Epoch 1669 | loss: 0.0312104 | val_loss: 0.0312086 | Time: 1104.84 ms
[2021-07-03 04:06:40 main:574] : INFO : Epoch 1670 | loss: 0.031207 | val_loss: 0.0312053 | Time: 1098.71 ms
[2021-07-03 04:06:41 main:574] : INFO : Epoch 1671 | loss: 0.0312026 | val_loss: 0.031199 | Time: 1092.88 ms
[2021-07-03 04:06:42 main:574] : INFO : Epoch 1672 | loss: 0.031196 | val_loss: 0.0311984 | Time: 1093.05 ms
[2021-07-03 04:06:43 main:574] : INFO : Epoch 1673 | loss: 0.0311942 | val_loss: 0.0311968 | Time: 1092.42 ms
[2021-07-03 04:06:44 main:574] : INFO : Epoch 1674 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 1094.94 ms
[2021-07-03 04:06:46 main:574] : INFO : Epoch 1675 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 1094.05 ms
[2021-07-03 04:06:47 main:574] : INFO : Epoch 1676 | loss: 0.0311922 | val_loss: 0.0311958 | Time: 1089.84 ms
[2021-07-03 04:06:48 main:574] : INFO : Epoch 1677 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 1093.54 ms
[2021-07-03 04:06:49 main:574] : INFO : Epoch 1678 | loss: 0.0311968 | val_loss: 0.031196 | Time: 1093.91 ms
[2021-07-03 04:06:50 main:574] : INFO : Epoch 1679 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 1093.06 ms
[2021-07-03 04:06:51 main:574] : INFO : Epoch 1680 | loss: 0.0311934 | val_loss: 0.0311961 | Time: 1093.37 ms
[2021-07-03 04:06:52 main:574] : INFO : Epoch 1681 | loss: 0.031194 | val_loss: 0.031192 | Time: 1092.26 ms
[2021-07-03 04:06:53 main:574] : INFO : Epoch 1682 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 1093.98 ms
[2021-07-03 04:06:54 main:574] : INFO : Epoch 1683 | loss: 0.0311908 | val_loss: 0.0311943 | Time: 1095.17 ms
[2021-07-03 04:06:55 main:574] : INFO : Epoch 1684 | loss: 0.0311912 | val_loss: 0.031196 | Time: 1093.81 ms
[2021-07-03 04:06:56 main:574] : INFO : Epoch 1685 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 1092.79 ms
[2021-07-03 04:06:58 main:574] : INFO : Epoch 1686 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 1094.1 ms
[2021-07-03 04:06:59 main:574] : INFO : Epoch 1687 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 1095.67 ms
[2021-07-03 04:07:00 main:574] : INFO : Epoch 1688 | loss: 0.0311884 | val_loss: 0.0311919 | Time: 1099.53 ms
[2021-07-03 04:07:01 main:574] : INFO : Epoch 1689 | loss: 0.0311885 | val_loss: 0.0311909 | Time: 1094.35 ms
[2021-07-03 04:07:02 main:574] : INFO : Epoch 1690 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 1096.42 ms
[2021-07-03 04:07:03 main:574] : INFO : Epoch 1691 | loss: 0.0311877 | val_loss: 0.0311985 | Time: 1092.39 ms
[2021-07-03 04:07:04 main:574] : INFO : Epoch 1692 | loss: 0.0311982 | val_loss: 0.031197 | Time: 1092.97 ms
[2021-07-03 04:07:05 main:574] : INFO : Epoch 1693 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1089.95 ms
[2021-07-03 04:07:06 main:574] : INFO : Epoch 1694 | loss: 0.0311929 | val_loss: 0.0311881 | Time: 1094.75 ms
[2021-07-03 04:07:07 main:574] : INFO : Epoch 1695 | loss: 0.0311914 | val_loss: 0.0311856 | Time: 1093.53 ms
[2021-07-03 04:07:09 main:574] : INFO : Epoch 1696 | loss: 0.0311894 | val_loss: 0.0311852 | Time: 1093.83 ms
[2021-07-03 04:07:10 main:574] : INFO : Epoch 1697 | loss: 0.0311884 | val_loss: 0.0311841 | Time: 1094.39 ms
[2021-07-03 04:07:11 main:574] : INFO : Epoch 1698 | loss: 0.0311873 | val_loss: 0.0311836 | Time: 1093.17 ms
[2021-07-03 04:07:12 main:574] : INFO : Epoch 1699 | loss: 0.0311859 | val_loss: 0.0311832 | Time: 1095.71 ms
[2021-07-03 04:07:13 main:574] : INFO : Epoch 1700 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 1093.66 ms
[2021-07-03 04:07:14 main:574] : INFO : Epoch 1701 | loss: 0.0311846 | val_loss: 0.0311825 | Time: 1095.1 ms
[2021-07-03 04:07:15 main:574] : INFO : Epoch 1702 | loss: 0.0311849 | val_loss: 0.0311831 | Time: 1095.21 ms
[2021-07-03 04:07:16 main:574] : INFO : Epoch 1703 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 1093.31 ms
[2021-07-03 04:07:17 main:574] : INFO : Epoch 1704 | loss: 0.0311837 | val_loss: 0.0311824 | Time: 1093.27 ms
[2021-07-03 04:07:18 main:574] : INFO : Epoch 1705 | loss: 0.031185 | val_loss: 0.0311905 | Time: 1094.77 ms
[2021-07-03 04:07:20 main:574] : INFO : Epoch 1706 | loss: 0.0311887 | val_loss: 0.0311823 | Time: 1093.49 ms
[2021-07-03 04:07:21 main:574] : INFO : Epoch 1707 | loss: 0.031184 | val_loss: 0.0311866 | Time: 1093.96 ms
[2021-07-03 04:07:22 main:574] : INFO : Epoch 1708 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 1092.18 ms
[2021-07-03 04:07:23 main:574] : INFO : Epoch 1709 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 1094.07 ms
[2021-07-03 04:07:24 main:574] : INFO : Epoch 1710 | loss: 0.0311831 | val_loss: 0.0311831 | Time: 1091.28 ms
[2021-07-03 04:07:25 main:574] : INFO : Epoch 1711 | loss: 0.031182 | val_loss: 0.0311816 | Time: 1095.09 ms
[2021-07-03 04:07:26 main:574] : INFO : Epoch 1712 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 1094.14 ms
[2021-07-03 04:07:27 main:574] : INFO : Epoch 1713 | loss: 0.0311825 | val_loss: 0.0311806 | Time: 1095.39 ms
[2021-07-03 04:07:28 main:574] : INFO : Epoch 1714 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 1094.44 ms
[2021-07-03 04:07:29 main:574] : INFO : Epoch 1715 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 1093.05 ms
[2021-07-03 04:07:30 main:574] : INFO : Epoch 1716 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 1093.02 ms
[2021-07-03 04:07:32 main:574] : INFO : Epoch 1717 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 1092.22 ms
[2021-07-03 04:07:33 main:574] : INFO : Epoch 1718 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1095.08 ms
[2021-07-03 04:07:34 main:574] : INFO : Epoch 1719 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 1093.96 ms
[2021-07-03 04:07:35 main:574] : INFO : Epoch 1720 | loss: 0.03118 | val_loss: 0.0311802 | Time: 1093.49 ms
[2021-07-03 04:07:36 main:574] : INFO : Epoch 1721 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 1096.5 ms
[2021-07-03 04:07:37 main:574] : INFO : Epoch 1722 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1096.64 ms
[2021-07-03 04:07:38 main:574] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 1094.76 ms
[2021-07-03 04:07:39 main:574] : INFO : Epoch 1724 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1094.42 ms
[2021-07-03 04:07:40 main:574] : INFO : Epoch 1725 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 1096.67 ms
[2021-07-03 04:07:41 main:574] : INFO : Epoch 1726 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 1094.98 ms
[2021-07-03 04:07:43 main:574] : INFO : Epoch 1727 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 1094.46 ms
[2021-07-03 04:07:44 main:574] : INFO : Epoch 1728 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 1095.75 ms
[2021-07-03 04:07:45 main:574] : INFO : Epoch 1729 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 1095.37 ms
[2021-07-03 04:07:46 main:574] : INFO : Epoch 1730 | loss: 0.0311809 | val_loss: 0.0311792 | Time: 1096 ms
[2021-07-03 04:07:47 main:574] : INFO : Epoch 1731 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 1094.76 ms
[2021-07-03 04:07:48 main:574] : INFO : Epoch 1732 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1095.07 ms
[2021-07-03 04:07:49 main:574] : INFO : Epoch 1733 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 1096.05 ms
[2021-07-03 04:07:50 main:574] : INFO : Epoch 1734 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1095.07 ms
[2021-07-03 04:07:51 main:574] : INFO : Epoch 1735 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 1093.71 ms
[2021-07-03 04:07:52 main:574] : INFO : Epoch 1736 | loss: 0.031179 | val_loss: 0.031181 | Time: 1092.87 ms
[2021-07-03 04:07:54 main:574] : INFO : Epoch 1737 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 1091.15 ms
[2021-07-03 04:07:55 main:574] : INFO : Epoch 1738 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 1093.6 ms
[2021-07-03 04:07:56 main:574] : INFO : Epoch 1739 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1094.62 ms
[2021-07-03 04:07:57 main:574] : INFO : Epoch 1740 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 1093.79 ms
[2021-07-03 04:07:58 main:574] : INFO : Epoch 1741 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1097.49 ms
[2021-07-03 04:07:59 main:574] : INFO : Epoch 1742 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1093.26 ms
[2021-07-03 04:08:00 main:574] : INFO : Epoch 1743 | loss: 0.0311812 | val_loss: 0.03118 | Time: 1095.59 ms
[2021-07-03 04:08:01 main:574] : INFO : Epoch 1744 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 1094.04 ms
[2021-07-03 04:08:02 main:574] : INFO : Epoch 1745 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 1093.41 ms
[2021-07-03 04:08:03 main:574] : INFO : Epoch 1746 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 1095.89 ms
[2021-07-03 04:08:04 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 1094.69 ms
[2021-07-03 04:08:06 main:574] : INFO : Epoch 1748 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 1093.6 ms
[2021-07-03 04:08:07 main:574] : INFO : Epoch 1749 | loss: 0.0311787 | val_loss: 0.03118 | Time: 1093.78 ms
[2021-07-03 04:08:08 main:574] : INFO : Epoch 1750 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 1094.3 ms
[2021-07-03 04:08:09 main:574] : INFO : Epoch 1751 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 1093.47 ms
[2021-07-03 04:08:10 main:574] : INFO : Epoch 1752 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 1093.92 ms
[2021-07-03 04:08:11 main:574] : INFO : Epoch 1753 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 1094.25 ms
[2021-07-03 04:08:12 main:574] : INFO : Epoch 1754 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 1094.77 ms
[2021-07-03 04:08:13 main:574] : INFO : Epoch 1755 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1091.67 ms
[2021-07-03 04:08:14 main:574] : INFO : Epoch 1756 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1093.78 ms
[2021-07-03 04:08:15 main:574] : INFO : Epoch 1757 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 1092.63 ms
[2021-07-03 04:08:17 main:574] : INFO : Epoch 1758 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 1094.65 ms
[2021-07-03 04:08:18 main:574] : INFO : Epoch 1759 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 1095.52 ms
[2021-07-03 04:08:19 main:574] : INFO : Epoch 1760 | loss: 0.0311784 | val_loss: 0.0311839 | Time: 1096.76 ms
[2021-07-03 04:08:20 main:574] : INFO : Epoch 1761 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 1095.62 ms
[2021-07-03 04:08:21 main:574] : INFO : Epoch 1762 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 1094.46 ms
[2021-07-03 04:08:22 main:574] : INFO : Epoch 1763 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 1094.57 ms
[2021-07-03 04:08:23 main:574] : INFO : Epoch 1764 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 1092.5 ms
[2021-07-03 04:08:24 main:574] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 1093.76 ms
[2021-07-03 04:08:25 main:574] : INFO : Epoch 1766 | loss: 0.031177 | val_loss: 0.0311791 | Time: 1094.03 ms
[2021-07-03 04:08:26 main:574] : INFO : Epoch 1767 | loss: 0.031176 | val_loss: 0.0311823 | Time: 1093.08 ms
[2021-07-03 04:08:28 main:574] : INFO : Epoch 1768 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1094.67 ms
[2021-07-03 04:08:29 main:574] : INFO : Epoch 1769 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1093.1 ms
[2021-07-03 04:08:30 main:574] : INFO : Epoch 1770 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1093.44 ms
[2021-07-03 04:08:31 main:574] : INFO : Epoch 1771 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 1095.37 ms
[2021-07-03 04:08:32 main:574] : INFO : Epoch 1772 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1096.71 ms
[2021-07-03 04:08:33 main:574] : INFO : Epoch 1773 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1096.38 ms
[2021-07-03 04:08:34 main:574] : INFO : Epoch 1774 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 1093.98 ms
[2021-07-03 04:08:35 main:574] : INFO : Epoch 1775 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1094.3 ms
[2021-07-03 04:08:36 main:574] : INFO : Epoch 1776 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1094.57 ms
[2021-07-03 04:08:37 main:574] : INFO : Epoch 1777 | loss: 0.0311791 | val_loss: 0.031182 | Time: 1091.82 ms
[2021-07-03 04:08:38 main:574] : INFO : Epoch 1778 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1092.53 ms
[2021-07-03 04:08:40 main:574] : INFO : Epoch 1779 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 1094.28 ms
[2021-07-03 04:08:41 main:574] : INFO : Epoch 1780 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 1095.46 ms
[2021-07-03 04:08:42 main:574] : INFO : Epoch 1781 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 1093.34 ms
[2021-07-03 04:08:43 main:574] : INFO : Epoch 1782 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 1093.5 ms
[2021-07-03 04:08:44 main:574] : INFO : Epoch 1783 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1095.03 ms
[2021-07-03 04:08:45 main:574] : INFO : Epoch 1784 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 1096.53 ms
[2021-07-03 04:08:46 main:574] : INFO : Epoch 1785 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 1096.41 ms
[2021-07-03 04:08:47 main:574] : INFO : Epoch 1786 | loss: 0.0311755 | val_loss: 0.0311845 | Time: 1095.83 ms
[2021-07-03 04:08:48 main:574] : INFO : Epoch 1787 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 1094.52 ms
[2021-07-03 04:08:49 main:574] : INFO : Epoch 1788 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 1094.52 ms
[2021-07-03 04:08:51 main:574] : INFO : Epoch 1789 | loss: 0.0311798 | val_loss: 0.031179 | Time: 1094.12 ms
[2021-07-03 04:08:52 main:574] : INFO : Epoch 1790 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 1094.93 ms
[2021-07-03 04:08:53 main:574] : INFO : Epoch 1791 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 1094.16 ms
[2021-07-03 04:08:54 main:574] : INFO : Epoch 1792 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1096.21 ms
[2021-07-03 04:08:55 main:574] : INFO : Epoch 1793 | loss: 0.031175 | val_loss: 0.0311787 | Time: 1094.11 ms
[2021-07-03 04:08:56 main:574] : INFO : Epoch 1794 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 1094.91 ms
[2021-07-03 04:08:57 main:574] : INFO : Epoch 1795 | loss: 0.031176 | val_loss: 0.0311796 | Time: 1093.76 ms
[2021-07-03 04:08:58 main:574] : INFO : Epoch 1796 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 1095.7 ms
[2021-07-03 04:08:59 main:574] : INFO : Epoch 1797 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 1093.99 ms
[2021-07-03 04:09:00 main:574] : INFO : Epoch 1798 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 1093.32 ms
[2021-07-03 04:09:02 main:574] : INFO : Epoch 1799 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1095.43 ms
[2021-07-03 04:09:03 main:574] : INFO : Epoch 1800 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 1094.38 ms
[2021-07-03 04:09:04 main:574] : INFO : Epoch 1801 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1093.9 ms
[2021-07-03 04:09:05 main:574] : INFO : Epoch 1802 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 1095.49 ms
[2021-07-03 04:09:06 main:574] : INFO : Epoch 1803 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1094.47 ms
[2021-07-03 04:09:07 main:574] : INFO : Epoch 1804 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 1094.78 ms
[2021-07-03 04:09:08 main:574] : INFO : Epoch 1805 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 1095.46 ms
[2021-07-03 04:09:09 main:574] : INFO : Epoch 1806 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1094.61 ms
[2021-07-03 04:09:10 main:574] : INFO : Epoch 1807 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 1092.96 ms
[2021-07-03 04:09:11 main:574] : INFO : Epoch 1808 | loss: 0.031175 | val_loss: 0.0311778 | Time: 1097.3 ms
[2021-07-03 04:09:13 main:574] : INFO : Epoch 1809 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1091.7 ms
[2021-07-03 04:09:14 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 1094.32 ms
[2021-07-03 04:09:15 main:574] : INFO : Epoch 1811 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1093.82 ms
[2021-07-03 04:09:16 main:574] : INFO : Epoch 1812 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 1094.74 ms
[2021-07-03 04:09:17 main:574] : INFO : Epoch 1813 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1093.09 ms
[2021-07-03 04:09:18 main:574] : INFO : Epoch 1814 | loss: 0.031174 | val_loss: 0.0311798 | Time: 1095.28 ms
[2021-07-03 04:09:19 main:574] : INFO : Epoch 1815 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1094.14 ms
[2021-07-03 04:09:20 main:574] : INFO : Epoch 1816 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1093.6 ms
[2021-07-03 04:09:21 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 1096.31 ms
[2021-07-03 04:09:22 main:574] : INFO : Epoch 1818 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 1096.8 ms
[2021-07-03 04:09:23 main:574] : INFO : Epoch 1819 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 1096.32 ms
[2021-07-03 04:09:25 main:574] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 1094.47 ms
[2021-07-03 04:09:26 main:574] : INFO : Epoch 1821 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1094.36 ms
[2021-07-03 04:09:27 main:574] : INFO : Epoch 1822 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1095.65 ms
[2021-07-03 04:09:28 main:574] : INFO : Epoch 1823 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 1093.87 ms
[2021-07-03 04:09:29 main:574] : INFO : Epoch 1824 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 1093.77 ms
[2021-07-03 04:09:30 main:574] : INFO : Epoch 1825 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 1092.46 ms
[2021-07-03 04:09:31 main:574] : INFO : Epoch 1826 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1095.09 ms
[2021-07-03 04:09:32 main:574] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 1094.89 ms
[2021-07-03 04:09:33 main:574] : INFO : Epoch 1828 | loss: 0.0311748 | val_loss: 0.0311869 | Time: 1093.83 ms
[2021-07-03 04:09:34 main:574] : INFO : Epoch 1829 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 1092.78 ms
[2021-07-03 04:09:36 main:574] : INFO : Epoch 1830 | loss: 0.031174 | val_loss: 0.031178 | Time: 1094.17 ms
[2021-07-03 04:09:37 main:574] : INFO : Epoch 1831 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1094.25 ms
[2021-07-03 04:09:38 main:574] : INFO : Epoch 1832 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1094.03 ms
[2021-07-03 04:09:39 main:574] : INFO : Epoch 1833 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 1093.51 ms
[2021-07-03 04:09:40 main:574] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311784 | Time: 1095.12 ms
[2021-07-03 04:09:41 main:574] : INFO : Epoch 1835 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 1093.28 ms
[2021-07-03 04:09:42 main:574] : INFO : Epoch 1836 | loss: 0.0312392 | val_loss: 0.0314866 | Time: 1092.29 ms
[2021-07-03 04:09:43 main:574] : INFO : Epoch 1837 | loss: 0.0556118 | val_loss: 0.0386113 | Time: 1094.11 ms
[2021-07-03 04:09:44 main:574] : INFO : Epoch 1838 | loss: 0.034291 | val_loss: 0.0318371 | Time: 1093.6 ms
[2021-07-03 04:09:45 main:574] : INFO : Epoch 1839 | loss: 0.0315629 | val_loss: 0.0314166 | Time: 1094.43 ms
[2021-07-03 04:09:47 main:574] : INFO : Epoch 1840 | loss: 0.0313001 | val_loss: 0.0312499 | Time: 1093.78 ms
[2021-07-03 04:09:48 main:574] : INFO : Epoch 1841 | loss: 0.0312507 | val_loss: 0.0312431 | Time: 1093.43 ms
[2021-07-03 04:09:49 main:574] : INFO : Epoch 1842 | loss: 0.0312404 | val_loss: 0.0312365 | Time: 1095.61 ms
[2021-07-03 04:09:50 main:574] : INFO : Epoch 1843 | loss: 0.0312341 | val_loss: 0.031231 | Time: 1096.98 ms
[2021-07-03 04:09:51 main:574] : INFO : Epoch 1844 | loss: 0.0312296 | val_loss: 0.0312272 | Time: 1094.93 ms
[2021-07-03 04:09:52 main:574] : INFO : Epoch 1845 | loss: 0.031226 | val_loss: 0.031224 | Time: 1096 ms
[2021-07-03 04:09:53 main:574] : INFO : Epoch 1846 | loss: 0.0312229 | val_loss: 0.0312209 | Time: 1096.28 ms
[2021-07-03 04:09:54 main:574] : INFO : Epoch 1847 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 1092.34 ms
[2021-07-03 04:09:55 main:574] : INFO : Epoch 1848 | loss: 0.0312159 | val_loss: 0.0312143 | Time: 1094.48 ms
[2021-07-03 04:09:56 main:574] : INFO : Epoch 1849 | loss: 0.0312132 | val_loss: 0.0312123 | Time: 1094.29 ms
[2021-07-03 04:09:57 main:574] : INFO : Epoch 1850 | loss: 0.0312117 | val_loss: 0.0312101 | Time: 1095.06 ms
[2021-07-03 04:09:59 main:574] : INFO : Epoch 1851 | loss: 0.0312095 | val_loss: 0.0312087 | Time: 1094.4 ms
[2021-07-03 04:10:00 main:574] : INFO : Epoch 1852 | loss: 0.0312086 | val_loss: 0.0312079 | Time: 1097 ms
[2021-07-03 04:10:01 main:574] : INFO : Epoch 1853 | loss: 0.0312082 | val_loss: 0.031207 | Time: 1095.19 ms
[2021-07-03 04:10:02 main:574] : INFO : Epoch 1854 | loss: 0.0312077 | val_loss: 0.0312089 | Time: 1095.12 ms
[2021-07-03 04:10:03 main:574] : INFO : Epoch 1855 | loss: 0.0312064 | val_loss: 0.0312059 | Time: 1095.16 ms
[2021-07-03 04:10:04 main:574] : INFO : Epoch 1856 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 1094.88 ms
[2021-07-03 04:10:05 main:574] : INFO : Epoch 1857 | loss: 0.0312066 | val_loss: 0.0312075 | Time: 1094.23 ms
[2021-07-03 04:10:06 main:574] : INFO : Epoch 1858 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 1093.71 ms
[2021-07-03 04:10:07 main:574] : INFO : Epoch 1859 | loss: 0.0312056 | val_loss: 0.0312066 | Time: 1090.97 ms
[2021-07-03 04:10:08 main:574] : INFO : Epoch 1860 | loss: 0.031205 | val_loss: 0.0312038 | Time: 1097.15 ms
[2021-07-03 04:10:10 main:574] : INFO : Epoch 1861 | loss: 0.0312038 | val_loss: 0.0312039 | Time: 1096.69 ms
[2021-07-03 04:10:11 main:574] : INFO : Epoch 1862 | loss: 0.0312046 | val_loss: 0.0312052 | Time: 1093.32 ms
[2021-07-03 04:10:12 main:574] : INFO : Epoch 1863 | loss: 0.0312038 | val_loss: 0.0312051 | Time: 1094.48 ms
[2021-07-03 04:10:13 main:574] : INFO : Epoch 1864 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 1092.74 ms
[2021-07-03 04:10:14 main:574] : INFO : Epoch 1865 | loss: 0.0312033 | val_loss: 0.0312033 | Time: 1094.41 ms
[2021-07-03 04:10:15 main:574] : INFO : Epoch 1866 | loss: 0.0312035 | val_loss: 0.0312054 | Time: 1092.98 ms
[2021-07-03 04:10:16 main:574] : INFO : Epoch 1867 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 1092.88 ms
[2021-07-03 04:10:17 main:574] : INFO : Epoch 1868 | loss: 0.0312033 | val_loss: 0.0312025 | Time: 1092.86 ms
[2021-07-03 04:10:18 main:574] : INFO : Epoch 1869 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 1092.96 ms
[2021-07-03 04:10:19 main:574] : INFO : Epoch 1870 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 1101.63 ms
[2021-07-03 04:10:21 main:574] : INFO : Epoch 1871 | loss: 0.0312023 | val_loss: 0.0312026 | Time: 1093.77 ms
[2021-07-03 04:10:22 main:574] : INFO : Epoch 1872 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 1093.51 ms
[2021-07-03 04:10:23 main:574] : INFO : Epoch 1873 | loss: 0.0312038 | val_loss: 0.0312033 | Time: 1092.43 ms
[2021-07-03 04:10:24 main:574] : INFO : Epoch 1874 | loss: 0.0312025 | val_loss: 0.0312021 | Time: 1094.07 ms
[2021-07-03 04:10:25 main:574] : INFO : Epoch 1875 | loss: 0.0312021 | val_loss: 0.0312031 | Time: 1095.43 ms
[2021-07-03 04:10:26 main:574] : INFO : Epoch 1876 | loss: 0.0312021 | val_loss: 0.0312012 | Time: 1092.99 ms
[2021-07-03 04:10:27 main:574] : INFO : Epoch 1877 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 1094.58 ms
[2021-07-03 04:10:28 main:574] : INFO : Epoch 1878 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 1093.8 ms
[2021-07-03 04:10:29 main:574] : INFO : Epoch 1879 | loss: 0.0311991 | val_loss: 0.0311993 | Time: 1093.47 ms
[2021-07-03 04:10:30 main:574] : INFO : Epoch 1880 | loss: 0.0311986 | val_loss: 0.0311989 | Time: 1095.24 ms
[2021-07-03 04:10:31 main:574] : INFO : Epoch 1881 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 1092.34 ms
[2021-07-03 04:10:33 main:574] : INFO : Epoch 1882 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1095.07 ms
[2021-07-03 04:10:34 main:574] : INFO : Epoch 1883 | loss: 0.031198 | val_loss: 0.0311971 | Time: 1092.56 ms
[2021-07-03 04:10:35 main:574] : INFO : Epoch 1884 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 1093.4 ms
[2021-07-03 04:10:36 main:574] : INFO : Epoch 1885 | loss: 0.0311968 | val_loss: 0.0311975 | Time: 1095.13 ms
[2021-07-03 04:10:37 main:574] : INFO : Epoch 1886 | loss: 0.0311961 | val_loss: 0.0311954 | Time: 1094.46 ms
[2021-07-03 04:10:38 main:574] : INFO : Epoch 1887 | loss: 0.031195 | val_loss: 0.0311948 | Time: 1093.82 ms
[2021-07-03 04:10:39 main:574] : INFO : Epoch 1888 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 1095.92 ms
[2021-07-03 04:10:40 main:574] : INFO : Epoch 1889 | loss: 0.0311947 | val_loss: 0.0311941 | Time: 1096.35 ms
[2021-07-03 04:10:41 main:574] : INFO : Epoch 1890 | loss: 0.0311939 | val_loss: 0.0311951 | Time: 1093.95 ms
[2021-07-03 04:10:42 main:574] : INFO : Epoch 1891 | loss: 0.0311937 | val_loss: 0.0311944 | Time: 1096.53 ms
[2021-07-03 04:10:44 main:574] : INFO : Epoch 1892 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 1094.11 ms
[2021-07-03 04:10:45 main:574] : INFO : Epoch 1893 | loss: 0.0311932 | val_loss: 0.031194 | Time: 1093.71 ms
[2021-07-03 04:10:46 main:574] : INFO : Epoch 1894 | loss: 0.0311921 | val_loss: 0.031193 | Time: 1096.35 ms
[2021-07-03 04:10:47 main:574] : INFO : Epoch 1895 | loss: 0.031192 | val_loss: 0.0311917 | Time: 1093.89 ms
[2021-07-03 04:10:48 main:574] : INFO : Epoch 1896 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1094.33 ms
[2021-07-03 04:10:49 main:574] : INFO : Epoch 1897 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 1093.38 ms
[2021-07-03 04:10:50 main:574] : INFO : Epoch 1898 | loss: 0.0311934 | val_loss: 0.0311963 | Time: 1093.22 ms
[2021-07-03 04:10:51 main:574] : INFO : Epoch 1899 | loss: 0.0311914 | val_loss: 0.0311897 | Time: 1092.36 ms
[2021-07-03 04:10:52 main:574] : INFO : Epoch 1900 | loss: 0.03119 | val_loss: 0.0311875 | Time: 1093.75 ms
[2021-07-03 04:10:53 main:574] : INFO : Epoch 1901 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1094.89 ms
[2021-07-03 04:10:55 main:574] : INFO : Epoch 1902 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 1094.12 ms
[2021-07-03 04:10:56 main:574] : INFO : Epoch 1903 | loss: 0.0311827 | val_loss: 0.0311831 | Time: 1092.97 ms
[2021-07-03 04:10:57 main:574] : INFO : Epoch 1904 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 1095.26 ms
[2021-07-03 04:10:58 main:574] : INFO : Epoch 1905 | loss: 0.0311862 | val_loss: 0.031183 | Time: 1093.63 ms
[2021-07-03 04:10:59 main:574] : INFO : Epoch 1906 | loss: 0.0311817 | val_loss: 0.0311832 | Time: 1097.47 ms
[2021-07-03 04:11:00 main:574] : INFO : Epoch 1907 | loss: 0.0311819 | val_loss: 0.0311819 | Time: 1097.4 ms
[2021-07-03 04:11:01 main:574] : INFO : Epoch 1908 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 1095.76 ms
[2021-07-03 04:11:02 main:574] : INFO : Epoch 1909 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1093.74 ms
[2021-07-03 04:11:03 main:574] : INFO : Epoch 1910 | loss: 0.031182 | val_loss: 0.0311815 | Time: 1093.75 ms
[2021-07-03 04:11:04 main:574] : INFO : Epoch 1911 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 1094.71 ms
[2021-07-03 04:11:05 main:574] : INFO : Epoch 1912 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 1094.54 ms
[2021-07-03 04:11:07 main:574] : INFO : Epoch 1913 | loss: 0.03118 | val_loss: 0.031181 | Time: 1091.8 ms
[2021-07-03 04:11:08 main:574] : INFO : Epoch 1914 | loss: 0.0311801 | val_loss: 0.0311798 | Time: 1094.02 ms
[2021-07-03 04:11:09 main:574] : INFO : Epoch 1915 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 1095.65 ms
[2021-07-03 04:11:10 main:574] : INFO : Epoch 1916 | loss: 0.0311828 | val_loss: 0.0311858 | Time: 1094.95 ms
[2021-07-03 04:11:11 main:574] : INFO : Epoch 1917 | loss: 0.0311818 | val_loss: 0.0311824 | Time: 1094.78 ms
[2021-07-03 04:11:12 main:574] : INFO : Epoch 1918 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1094.33 ms
[2021-07-03 04:11:13 main:574] : INFO : Epoch 1919 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1092.64 ms
[2021-07-03 04:11:14 main:574] : INFO : Epoch 1920 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 1092.99 ms
[2021-07-03 04:11:15 main:574] : INFO : Epoch 1921 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 1095.34 ms
[2021-07-03 04:11:16 main:574] : INFO : Epoch 1922 | loss: 0.0311821 | val_loss: 0.0311825 | Time: 1094.9 ms
[2021-07-03 04:11:18 main:574] : INFO : Epoch 1923 | loss: 0.03118 | val_loss: 0.0311811 | Time: 1093.83 ms
[2021-07-03 04:11:19 main:574] : INFO : Epoch 1924 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1095.77 ms
[2021-07-03 04:11:20 main:574] : INFO : Epoch 1925 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 1094.63 ms
[2021-07-03 04:11:21 main:574] : INFO : Epoch 1926 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 1094.67 ms
[2021-07-03 04:11:22 main:574] : INFO : Epoch 1927 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1092.55 ms
[2021-07-03 04:11:23 main:574] : INFO : Epoch 1928 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 1092.44 ms
[2021-07-03 04:11:24 main:574] : INFO : Epoch 1929 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1093.18 ms
[2021-07-03 04:11:25 main:574] : INFO : Epoch 1930 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1091.77 ms
[2021-07-03 04:11:26 main:574] : INFO : Epoch 1931 | loss: 0.03118 | val_loss: 0.0311818 | Time: 1095.25 ms
[2021-07-03 04:11:27 main:574] : INFO : Epoch 1932 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 1094.54 ms
[2021-07-03 04:11:29 main:574] : INFO : Epoch 1933 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 1095.3 ms
[2021-07-03 04:11:30 main:574] : INFO : Epoch 1934 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 1095.44 ms
[2021-07-03 04:11:31 main:574] : INFO : Epoch 1935 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 1095.6 ms
[2021-07-03 04:11:32 main:574] : INFO : Epoch 1936 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1094.95 ms
[2021-07-03 04:11:33 main:574] : INFO : Epoch 1937 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1095.03 ms
[2021-07-03 04:11:34 main:574] : INFO : Epoch 1938 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 1095.02 ms
[2021-07-03 04:11:35 main:574] : INFO : Epoch 1939 | loss: 0.0311787 | val_loss: 0.031181 | Time: 1094.08 ms
[2021-07-03 04:11:36 main:574] : INFO : Epoch 1940 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 1094.6 ms
[2021-07-03 04:11:37 main:574] : INFO : Epoch 1941 | loss: 0.031178 | val_loss: 0.0311817 | Time: 1093.85 ms
[2021-07-03 04:11:38 main:574] : INFO : Epoch 1942 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1094.69 ms
[2021-07-03 04:11:40 main:574] : INFO : Epoch 1943 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1093.93 ms
[2021-07-03 04:11:41 main:574] : INFO : Epoch 1944 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1094.45 ms
[2021-07-03 04:11:42 main:574] : INFO : Epoch 1945 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 1093.5 ms
[2021-07-03 04:11:43 main:574] : INFO : Epoch 1946 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 1094.37 ms
[2021-07-03 04:11:44 main:574] : INFO : Epoch 1947 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 1093.21 ms
[2021-07-03 04:11:45 main:574] : INFO : Epoch 1948 | loss: 0.031178 | val_loss: 0.0311791 | Time: 1093.82 ms
[2021-07-03 04:11:46 main:574] : INFO : Epoch 1949 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1094.49 ms
[2021-07-03 04:11:47 main:574] : INFO : Epoch 1950 | loss: 0.031179 | val_loss: 0.0311793 | Time: 1094.5 ms
[2021-07-03 04:11:48 main:574] : INFO : Epoch 1951 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1094.37 ms
[2021-07-03 04:11:49 main:574] : INFO : Epoch 1952 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1092.91 ms
[2021-07-03 04:11:50 main:574] : INFO : Epoch 1953 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1093.98 ms
[2021-07-03 04:11:52 main:574] : INFO : Epoch 1954 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 1095.28 ms
[2021-07-03 04:11:53 main:574] : INFO : Epoch 1955 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 1092.91 ms
[2021-07-03 04:11:54 main:574] : INFO : Epoch 1956 | loss: 0.0311789 | val_loss: 0.031181 | Time: 1093.58 ms
[2021-07-03 04:11:55 main:574] : INFO : Epoch 1957 | loss: 0.03118 | val_loss: 0.0311849 | Time: 1094.73 ms
[2021-07-03 04:11:56 main:574] : INFO : Epoch 1958 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 1092.36 ms
[2021-07-03 04:11:57 main:574] : INFO : Epoch 1959 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1093.08 ms
[2021-07-03 04:11:58 main:574] : INFO : Epoch 1960 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1094.4 ms
[2021-07-03 04:11:59 main:574] : INFO : Epoch 1961 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 1093.22 ms
[2021-07-03 04:12:00 main:574] : INFO : Epoch 1962 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 1098.25 ms
[2021-07-03 04:12:01 main:574] : INFO : Epoch 1963 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 1094.8 ms
[2021-07-03 04:12:03 main:574] : INFO : Epoch 1964 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 1093.43 ms
[2021-07-03 04:12:04 main:574] : INFO : Epoch 1965 | loss: 0.031177 | val_loss: 0.0311802 | Time: 1096.35 ms
[2021-07-03 04:12:05 main:574] : INFO : Epoch 1966 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1095.1 ms
[2021-07-03 04:12:06 main:574] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 1094.71 ms
[2021-07-03 04:12:07 main:574] : INFO : Epoch 1968 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 1094.99 ms
[2021-07-03 04:12:08 main:574] : INFO : Epoch 1969 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 1094.8 ms
[2021-07-03 04:12:09 main:574] : INFO : Epoch 1970 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1095.64 ms
[2021-07-03 04:12:10 main:574] : INFO : Epoch 1971 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 1092.64 ms
[2021-07-03 04:12:11 main:574] : INFO : Epoch 1972 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 1093.74 ms
[2021-07-03 04:12:12 main:574] : INFO : Epoch 1973 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 1094.98 ms
[2021-07-03 04:12:14 main:574] : INFO : Epoch 1974 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 1094.39 ms
[2021-07-03 04:12:15 main:574] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 1093.53 ms
[2021-07-03 04:12:16 main:574] : INFO : Epoch 1976 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 1095.31 ms
[2021-07-03 04:12:17 main:574] : INFO : Epoch 1977 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1096.61 ms
[2021-07-03 04:12:18 main:574] : INFO : Epoch 1978 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 1095.03 ms
[2021-07-03 04:12:19 main:574] : INFO : Epoch 1979 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 1095.31 ms
[2021-07-03 04:12:20 main:574] : INFO : Epoch 1980 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1095.32 ms
[2021-07-03 04:12:21 main:574] : INFO : Epoch 1981 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 1092.83 ms
[2021-07-03 04:12:22 main:574] : INFO : Epoch 1982 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 1091.22 ms
[2021-07-03 04:12:23 main:574] : INFO : Epoch 1983 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 1094.17 ms
[2021-07-03 04:12:24 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 1093.24 ms
[2021-07-03 04:12:26 main:574] : INFO : Epoch 1985 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1096.11 ms
[2021-07-03 04:12:27 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1093.71 ms
[2021-07-03 04:12:28 main:574] : INFO : Epoch 1987 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 1095.71 ms
[2021-07-03 04:12:29 main:574] : INFO : Epoch 1988 | loss: 0.031177 | val_loss: 0.0311802 | Time: 1095.71 ms
[2021-07-03 04:12:30 main:574] : INFO : Epoch 1989 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 1095.68 ms
[2021-07-03 04:12:31 main:574] : INFO : Epoch 1990 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 1095.23 ms
[2021-07-03 04:12:32 main:574] : INFO : Epoch 1991 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1094.2 ms
[2021-07-03 04:12:33 main:574] : INFO : Epoch 1992 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1095.22 ms
[2021-07-03 04:12:34 main:574] : INFO : Epoch 1993 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 1094.93 ms
[2021-07-03 04:12:35 main:574] : INFO : Epoch 1994 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 1094.04 ms
[2021-07-03 04:12:37 main:574] : INFO : Epoch 1995 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 1095.05 ms
[2021-07-03 04:12:38 main:574] : INFO : Epoch 1996 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1095.09 ms
[2021-07-03 04:12:39 main:574] : INFO : Epoch 1997 | loss: 0.0311772 | val_loss: 0.031185 | Time: 1093.15 ms
[2021-07-03 04:12:40 main:574] : INFO : Epoch 1998 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 1094.78 ms
[2021-07-03 04:12:41 main:574] : INFO : Epoch 1999 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 1094.5 ms
[2021-07-03 04:12:42 main:574] : INFO : Epoch 2000 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1093.56 ms
[2021-07-03 04:12:43 main:574] : INFO : Epoch 2001 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 1095.19 ms
[2021-07-03 04:12:44 main:574] : INFO : Epoch 2002 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1092.95 ms
[2021-07-03 04:12:45 main:574] : INFO : Epoch 2003 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1093.19 ms
[2021-07-03 04:12:46 main:574] : INFO : Epoch 2004 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1093.56 ms
[2021-07-03 04:12:48 main:574] : INFO : Epoch 2005 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 1096.47 ms
[2021-07-03 04:12:49 main:574] : INFO : Epoch 2006 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 1094.47 ms
[2021-07-03 04:12:50 main:574] : INFO : Epoch 2007 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 1092.88 ms
[2021-07-03 04:12:51 main:574] : INFO : Epoch 2008 | loss: 0.031176 | val_loss: 0.0311799 | Time: 1094.36 ms
[2021-07-03 04:12:52 main:574] : INFO : Epoch 2009 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 1097.74 ms
[2021-07-03 04:12:53 main:574] : INFO : Epoch 2010 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 1094.17 ms
[2021-07-03 04:12:54 main:574] : INFO : Epoch 2011 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 1095.83 ms
[2021-07-03 04:12:55 main:574] : INFO : Epoch 2012 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 1105.99 ms
[2021-07-03 04:12:56 main:574] : INFO : Epoch 2013 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 1102.69 ms
[2021-07-03 04:12:57 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 1096.87 ms
[2021-07-03 04:12:59 main:574] : INFO : Epoch 2015 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 1094.79 ms
[2021-07-03 04:13:00 main:574] : INFO : Epoch 2016 | loss: 0.0311788 | val_loss: 0.031181 | Time: 1095.76 ms
[2021-07-03 04:13:01 main:574] : INFO : Epoch 2017 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 1091.13 ms
[2021-07-03 04:13:02 main:574] : INFO : Epoch 2018 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 1093.83 ms
[2021-07-03 04:13:03 main:574] : INFO : Epoch 2019 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1094.64 ms
[2021-07-03 04:13:04 main:574] : INFO : Epoch 2020 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1094.13 ms
[2021-07-03 04:13:05 main:574] : INFO : Epoch 2021 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1093.01 ms
[2021-07-03 04:13:06 main:574] : INFO : Epoch 2022 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 1093.05 ms
[2021-07-03 04:13:07 main:574] : INFO : Epoch 2023 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 1094.81 ms
[2021-07-03 04:13:08 main:574] : INFO : Epoch 2024 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1095.86 ms
[2021-07-03 04:13:09 main:574] : INFO : Epoch 2025 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 1094.24 ms
[2021-07-03 04:13:11 main:574] : INFO : Epoch 2026 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 1095.46 ms
[2021-07-03 04:13:12 main:574] : INFO : Epoch 2027 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1091.74 ms
[2021-07-03 04:13:13 main:574] : INFO : Epoch 2028 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 1093.73 ms
[2021-07-03 04:13:14 main:574] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 1093.42 ms
[2021-07-03 04:13:15 main:574] : INFO : Epoch 2030 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1093.09 ms
[2021-07-03 04:13:16 main:574] : INFO : Epoch 2031 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1093.77 ms
[2021-07-03 04:13:17 main:574] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 1093.53 ms
[2021-07-03 04:13:18 main:574] : INFO : Epoch 2033 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 1093.79 ms
[2021-07-03 04:13:19 main:574] : INFO : Epoch 2034 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 1096.1 ms
[2021-07-03 04:13:20 main:574] : INFO : Epoch 2035 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1093.64 ms
[2021-07-03 04:13:22 main:574] : INFO : Epoch 2036 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 1094.66 ms
[2021-07-03 04:13:23 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1093.31 ms
[2021-07-03 04:13:24 main:574] : INFO : Epoch 2038 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1094.45 ms
[2021-07-03 04:13:25 main:574] : INFO : Epoch 2039 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 1097.11 ms
[2021-07-03 04:13:26 main:574] : INFO : Epoch 2040 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 1094.28 ms
[2021-07-03 04:13:27 main:574] : INFO : Epoch 2041 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 1094.64 ms
[2021-07-03 04:13:28 main:574] : INFO : Epoch 2042 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 1093.41 ms
[2021-07-03 04:13:29 main:574] : INFO : Epoch 2043 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 1092.03 ms
[2021-07-03 04:13:30 main:574] : INFO : Epoch 2044 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 1095.21 ms
[2021-07-03 04:13:31 main:574] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 1093.19 ms
[2021-07-03 04:13:33 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 1094.05 ms
[2021-07-03 04:13:34 main:574] : INFO : Epoch 2047 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 1094.39 ms
[2021-07-03 04:13:35 main:574] : INFO : Epoch 2048 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1094.74 ms
[2021-07-03 04:13:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311781
[2021-07-03 04:13:35 main:603] : INFO : Saving end state to config to file
[2021-07-03 04:13:35 main:608] : INFO : Success, exiting..
04:13:35 (36896): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)