Task 14623961
| Name | ParityModified-1647046740-17215-2-0_1 |
| Workunit | 11320864 |
| Created | 18 Apr 2022, 14:14:38 UTC |
| Sent | 18 Apr 2022, 14:15:42 UTC |
| Report deadline | 26 Apr 2022, 14:15:42 UTC |
| Received | 18 Apr 2022, 15:57:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 38 min 55 sec |
| CPU time | 38 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1135.39 ms [2022-04-18 08:46:24 main:574] : INFO : Epoch 1543 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 1122.03 ms [2022-04-18 08:46:25 main:574] : INFO : Epoch 1544 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1141.5 ms [2022-04-18 08:46:26 main:574] : INFO : Epoch 1545 | loss: 0.0311725 | val_loss: 0.0312533 | Time: 1130.43 ms [2022-04-18 08:46:27 main:574] : INFO : Epoch 1546 | loss: 0.0311731 | val_loss: 0.0312537 | Time: 1134.31 ms [2022-04-18 08:46:28 main:574] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0312517 | Time: 1117.55 ms [2022-04-18 08:46:30 main:574] : INFO : Epoch 1548 | loss: 0.031173 | val_loss: 0.0312428 | Time: 1119.42 ms [2022-04-18 08:46:31 main:574] : INFO : Epoch 1549 | loss: 0.031174 | val_loss: 0.0311831 | Time: 1143.26 ms [2022-04-18 08:46:32 main:574] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.0312483 | Time: 1134.32 ms [2022-04-18 08:46:33 main:574] : INFO : Epoch 1551 | loss: 0.031174 | val_loss: 0.0312339 | Time: 1126.16 ms [2022-04-18 08:46:34 main:574] : INFO : Epoch 1552 | loss: 0.0311729 | val_loss: 0.031247 | Time: 1136.96 ms [2022-04-18 08:46:35 main:574] : INFO : Epoch 1553 | loss: 0.0311709 | val_loss: 0.0312473 | Time: 1124.12 ms [2022-04-18 08:46:36 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0312519 | Time: 1141.69 ms [2022-04-18 08:46:38 main:574] : INFO : Epoch 1555 | loss: 0.0311717 | val_loss: 0.0312531 | Time: 1130.69 ms [2022-04-18 08:46:39 main:574] : INFO : Epoch 1556 | loss: 0.0311705 | val_loss: 0.0312462 | Time: 1125.22 ms [2022-04-18 08:46:40 main:574] : INFO : Epoch 1557 | loss: 0.0311695 | val_loss: 0.0312444 | Time: 1132.25 ms [2022-04-18 08:46:41 main:574] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0312461 | Time: 1139.41 ms [2022-04-18 08:46:42 main:574] : INFO : Epoch 1559 | loss: 0.0311704 | val_loss: 0.0312436 | Time: 1129.15 ms [2022-04-18 08:46:43 main:574] : INFO : Epoch 1560 | loss: 0.03117 | val_loss: 0.031254 | Time: 1124.69 ms [2022-04-18 08:46:44 main:574] : INFO : Epoch 1561 | loss: 0.0311724 | val_loss: 0.0312533 | Time: 1136.21 ms [2022-04-18 08:46:45 main:574] : INFO : Epoch 1562 | loss: 0.0311707 | val_loss: 0.0312512 | Time: 1130.95 ms [2022-04-18 08:46:47 main:574] : INFO : Epoch 1563 | loss: 0.0311716 | val_loss: 0.0312509 | Time: 1124.97 ms [2022-04-18 08:46:48 main:574] : INFO : Epoch 1564 | loss: 0.0311701 | val_loss: 0.0312597 | Time: 1128.77 ms [2022-04-18 08:46:49 main:574] : INFO : Epoch 1565 | loss: 0.031169 | val_loss: 0.031255 | Time: 1137.36 ms [2022-04-18 08:46:50 main:574] : INFO : Epoch 1566 | loss: 0.0311709 | val_loss: 0.0312515 | Time: 1138.88 ms [2022-04-18 08:46:51 main:574] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0312525 | Time: 1117.97 ms [2022-04-18 08:46:52 main:574] : INFO : Epoch 1568 | loss: 0.0311677 | val_loss: 0.0312511 | Time: 1141.62 ms [2022-04-18 08:46:53 main:574] : INFO : Epoch 1569 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 1118 ms [2022-04-18 08:46:55 main:574] : INFO : Epoch 1570 | loss: 0.031169 | val_loss: 0.0312443 | Time: 1136.15 ms [2022-04-18 08:46:56 main:574] : INFO : Epoch 1571 | loss: 0.0311727 | val_loss: 0.0312617 | Time: 1123.28 ms [2022-04-18 08:46:57 main:574] : INFO : Epoch 1572 | loss: 0.0311728 | val_loss: 0.0312488 | Time: 1132.51 ms [2022-04-18 08:46:58 main:574] : INFO : Epoch 1573 | loss: 0.0311723 | val_loss: 0.0312559 | Time: 1133.2 ms [2022-04-18 08:46:59 main:574] : INFO : Epoch 1574 | loss: 0.0311718 | val_loss: 0.0312524 | Time: 1120.64 ms [2022-04-18 08:47:00 main:574] : INFO : Epoch 1575 | loss: 0.0311701 | val_loss: 0.0312508 | Time: 1136.24 ms [2022-04-18 08:47:12 main:574] : INFO : Epoch 1576 | loss: 0.0311691 | val_loss: 0.0312584 | Time: 11483.4 ms [2022-04-18 08:47:13 main:574] : INFO : Epoch 1577 | loss: 0.031171 | val_loss: 0.031268 | Time: 1140.79 ms [2022-04-18 08:47:14 main:574] : INFO : Epoch 1578 | loss: 0.0311708 | val_loss: 0.0312713 | Time: 1137.34 ms [2022-04-18 08:47:15 main:574] : INFO : Epoch 1579 | loss: 0.0311697 | val_loss: 0.0312569 | Time: 1125.6 ms [2022-04-18 08:47:16 main:574] : INFO : Epoch 1580 | loss: 0.0311686 | val_loss: 0.0312528 | Time: 1123.41 ms [2022-04-18 08:47:17 main:574] : INFO : Epoch 1581 | loss: 0.0311687 | val_loss: 0.0312538 | Time: 1128.22 ms [2022-04-18 08:47:19 main:574] : INFO : Epoch 1582 | loss: 0.0311679 | val_loss: 0.0312588 | Time: 1130.77 ms [2022-04-18 08:47:20 main:574] : INFO : Epoch 1583 | loss: 0.031171 | val_loss: 0.031254 | Time: 1132.85 ms [2022-04-18 08:47:21 main:574] : INFO : Epoch 1584 | loss: 0.0311716 | val_loss: 0.0312494 | Time: 1132.28 ms [2022-04-18 08:47:22 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0312451 | Time: 1141.02 ms [2022-04-18 08:47:23 main:574] : INFO : Epoch 1586 | loss: 0.0312292 | val_loss: 0.0312679 | Time: 1139.17 ms [2022-04-18 08:47:24 main:574] : INFO : Epoch 1587 | loss: 0.0312459 | val_loss: 0.0312256 | Time: 1130.4 ms [2022-04-18 08:47:25 main:574] : INFO : Epoch 1588 | loss: 0.0312175 | val_loss: 0.0312124 | Time: 1136.96 ms [2022-04-18 08:47:27 main:574] : INFO : Epoch 1589 | loss: 0.0312101 | val_loss: 0.031207 | Time: 1135 ms [2022-04-18 08:47:28 main:574] : INFO : Epoch 1590 | loss: 0.0312062 | val_loss: 0.0312066 | Time: 1126.46 ms [2022-04-18 08:47:29 main:574] : INFO : Epoch 1591 | loss: 0.0311975 | val_loss: 0.0311945 | Time: 1113.44 ms [2022-04-18 08:47:30 main:574] : INFO : Epoch 1592 | loss: 0.0311913 | val_loss: 0.031192 | Time: 1123.76 ms [2022-04-18 08:47:31 main:574] : INFO : Epoch 1593 | loss: 0.0311898 | val_loss: 0.0311942 | Time: 1117.36 ms [2022-04-18 08:47:32 main:574] : INFO : Epoch 1594 | loss: 0.0311885 | val_loss: 0.0311928 | Time: 1136.44 ms [2022-04-18 08:47:33 main:574] : INFO : Epoch 1595 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 1123.04 ms [2022-04-18 08:47:34 main:574] : INFO : Epoch 1596 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 1147.56 ms [2022-04-18 08:47:36 main:574] : INFO : Epoch 1597 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 1126.76 ms [2022-04-18 08:47:37 main:574] : INFO : Epoch 1598 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 1119.18 ms [2022-04-18 08:47:38 main:574] : INFO : Epoch 1599 | loss: 0.0311866 | val_loss: 0.0311897 | Time: 1128.53 ms [2022-04-18 08:47:39 main:574] : INFO : Epoch 1600 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 1127.92 ms [2022-04-18 08:47:40 main:574] : INFO : Epoch 1601 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 1140.57 ms [2022-04-18 08:47:41 main:574] : INFO : Epoch 1602 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 1160.15 ms [2022-04-18 08:47:42 main:574] : INFO : Epoch 1603 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 1122.61 ms [2022-04-18 08:47:44 main:574] : INFO : Epoch 1604 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 1164.87 ms [2022-04-18 08:47:45 main:574] : INFO : Epoch 1605 | loss: 0.031196 | val_loss: 0.0311962 | Time: 1128.17 ms [2022-04-18 08:47:46 main:574] : INFO : Epoch 1606 | loss: 0.0311932 | val_loss: 0.0311948 | Time: 1128.26 ms [2022-04-18 08:47:47 main:574] : INFO : Epoch 1607 | loss: 0.0311919 | val_loss: 0.0311923 | Time: 1127.93 ms [2022-04-18 08:47:48 main:574] : INFO : Epoch 1608 | loss: 0.031192 | val_loss: 0.031195 | Time: 1135.99 ms [2022-04-18 08:47:49 main:574] : INFO : Epoch 1609 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 1112.33 ms [2022-04-18 08:47:50 main:574] : INFO : Epoch 1610 | loss: 0.031189 | val_loss: 0.0311901 | Time: 1115.96 ms [2022-04-18 08:47:52 main:574] : INFO : Epoch 1611 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 1135.98 ms [2022-04-18 08:48:03 main:574] : INFO : Epoch 1612 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 11575.2 ms [2022-04-18 08:48:04 main:574] : INFO : Epoch 1613 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 1129.8 ms [2022-04-18 08:48:05 main:574] : INFO : Epoch 1614 | loss: 0.0311884 | val_loss: 0.0311952 | Time: 1110.76 ms [2022-04-18 08:48:06 main:574] : INFO : Epoch 1615 | loss: 0.0311868 | val_loss: 0.03119 | Time: 1124.21 ms [2022-04-18 08:48:08 main:574] : INFO : Epoch 1616 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 1123.83 ms [2022-04-18 08:48:09 main:574] : INFO : Epoch 1617 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 1120.64 ms [2022-04-18 08:48:10 main:574] : INFO : Epoch 1618 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 1140.77 ms [2022-04-18 08:48:11 main:574] : INFO : Epoch 1619 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 1127.53 ms [2022-04-18 08:48:12 main:574] : INFO : Epoch 1620 | loss: 0.0311838 | val_loss: 0.031196 | Time: 1126.29 ms [2022-04-18 08:48:13 main:574] : INFO : Epoch 1621 | loss: 0.0311848 | val_loss: 0.031194 | Time: 1114.42 ms [2022-04-18 08:48:14 main:574] : INFO : Epoch 1622 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 1133.47 ms [2022-04-18 08:48:16 main:574] : INFO : Epoch 1623 | loss: 0.031182 | val_loss: 0.0311895 | Time: 1133.09 ms [2022-04-18 08:48:17 main:574] : INFO : Epoch 1624 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 1128.05 ms [2022-04-18 08:48:18 main:574] : INFO : Epoch 1625 | loss: 0.0311824 | val_loss: 0.0311899 | Time: 1122.69 ms [2022-04-18 08:48:19 main:574] : INFO : Epoch 1626 | loss: 0.0311837 | val_loss: 0.0311894 | Time: 1133.75 ms [2022-04-18 08:48:20 main:574] : INFO : Epoch 1627 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 1137.09 ms [2022-04-18 08:48:21 main:574] : INFO : Epoch 1628 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 1121.65 ms [2022-04-18 08:48:22 main:574] : INFO : Epoch 1629 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 1140.57 ms [2022-04-18 08:48:24 main:574] : INFO : Epoch 1630 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 1133.96 ms [2022-04-18 08:48:25 main:574] : INFO : Epoch 1631 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 1148.1 ms [2022-04-18 08:48:26 main:574] : INFO : Epoch 1632 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 1122.17 ms [2022-04-18 08:48:27 main:574] : INFO : Epoch 1633 | loss: 0.031182 | val_loss: 0.0311881 | Time: 1129.06 ms [2022-04-18 08:48:28 main:574] : INFO : Epoch 1634 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 1135.17 ms [2022-04-18 08:48:29 main:574] : INFO : Epoch 1635 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 1127.62 ms [2022-04-18 08:48:30 main:574] : INFO : Epoch 1636 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1135.51 ms [2022-04-18 08:48:31 main:574] : INFO : Epoch 1637 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 1130.47 ms [2022-04-18 08:48:33 main:574] : INFO : Epoch 1638 | loss: 0.0311785 | val_loss: 0.0311864 | Time: 1118.8 ms [2022-04-18 08:48:34 main:574] : INFO : Epoch 1639 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 1125.16 ms [2022-04-18 08:48:35 main:574] : INFO : Epoch 1640 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 1130.89 ms [2022-04-18 08:48:36 main:574] : INFO : Epoch 1641 | loss: 0.0311777 | val_loss: 0.0311858 | Time: 1127.58 ms [2022-04-18 08:48:37 main:574] : INFO : Epoch 1642 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 1119.44 ms [2022-04-18 08:48:38 main:574] : INFO : Epoch 1643 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 1129.4 ms [2022-04-18 08:48:39 main:574] : INFO : Epoch 1644 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 1127.26 ms [2022-04-18 08:48:41 main:574] : INFO : Epoch 1645 | loss: 0.0311782 | val_loss: 0.0311883 | Time: 1130.67 ms [2022-04-18 08:48:42 main:574] : INFO : Epoch 1646 | loss: 0.0311774 | val_loss: 0.0311861 | Time: 1135.06 ms [2022-04-18 08:48:43 main:574] : INFO : Epoch 1647 | loss: 0.0311767 | val_loss: 0.0311886 | Time: 1130.7 ms [2022-04-18 08:48:44 main:574] : INFO : Epoch 1648 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 1127.45 ms [2022-04-18 08:48:45 main:574] : INFO : Epoch 1649 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 1140.31 ms [2022-04-18 08:48:46 main:574] : INFO : Epoch 1650 | loss: 0.0311766 | val_loss: 0.0311901 | Time: 1129.8 ms [2022-04-18 08:48:47 main:574] : INFO : Epoch 1651 | loss: 0.0311777 | val_loss: 0.0311874 | Time: 1125.74 ms [2022-04-18 08:48:48 main:574] : INFO : Epoch 1652 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 1125.14 ms [2022-04-18 08:48:50 main:574] : INFO : Epoch 1653 | loss: 0.0311823 | val_loss: 0.031186 | Time: 1128.69 ms [2022-04-18 08:48:51 main:574] : INFO : Epoch 1654 | loss: 0.031182 | val_loss: 0.031188 | Time: 1119.64 ms [2022-04-18 08:48:52 main:574] : INFO : Epoch 1655 | loss: 0.0311817 | val_loss: 0.0311904 | Time: 1128.9 ms [2022-04-18 08:48:53 main:574] : INFO : Epoch 1656 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 1152.72 ms [2022-04-18 08:48:54 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311898 | Time: 1135.7 ms [2022-04-18 08:48:55 main:574] : INFO : Epoch 1658 | loss: 0.0311791 | val_loss: 0.0311905 | Time: 1112.89 ms [2022-04-18 08:48:56 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311904 | Time: 1115.86 ms [2022-04-18 08:48:58 main:574] : INFO : Epoch 1660 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 1139.55 ms [2022-04-18 08:48:59 main:574] : INFO : Epoch 1661 | loss: 0.0311781 | val_loss: 0.0311902 | Time: 1115.7 ms [2022-04-18 08:49:00 main:574] : INFO : Epoch 1662 | loss: 0.0311793 | val_loss: 0.0311929 | Time: 1118.43 ms [2022-04-18 08:49:01 main:574] : INFO : Epoch 1663 | loss: 0.0311775 | val_loss: 0.0311885 | Time: 1127.32 ms [2022-04-18 08:49:02 main:574] : INFO : Epoch 1664 | loss: 0.0311775 | val_loss: 0.0311897 | Time: 1136.93 ms [2022-04-18 08:49:03 main:574] : INFO : Epoch 1665 | loss: 0.0311766 | val_loss: 0.03119 | Time: 1119.94 ms [2022-04-18 08:49:04 main:574] : INFO : Epoch 1666 | loss: 0.0311791 | val_loss: 0.0311917 | Time: 1123.99 ms [2022-04-18 08:49:06 main:574] : INFO : Epoch 1667 | loss: 0.0311772 | val_loss: 0.0311901 | Time: 1134.46 ms [2022-04-18 08:49:07 main:574] : INFO : Epoch 1668 | loss: 0.031176 | val_loss: 0.0311887 | Time: 1128.74 ms [2022-04-18 08:49:08 main:574] : INFO : Epoch 1669 | loss: 0.0311782 | val_loss: 0.0311935 | Time: 1116.44 ms [2022-04-18 08:49:09 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 1117.93 ms [2022-04-18 08:49:10 main:574] : INFO : Epoch 1671 | loss: 0.0311772 | val_loss: 0.0311889 | Time: 1119.85 ms [2022-04-18 08:49:11 main:574] : INFO : Epoch 1672 | loss: 0.0311803 | val_loss: 0.031189 | Time: 1120.39 ms [2022-04-18 08:49:12 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311873 | Time: 1136.48 ms [2022-04-18 08:49:13 main:574] : INFO : Epoch 1674 | loss: 0.0311777 | val_loss: 0.0311892 | Time: 1131.74 ms [2022-04-18 08:49:15 main:574] : INFO : Epoch 1675 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 1124.92 ms [2022-04-18 08:49:16 main:574] : INFO : Epoch 1676 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1122.79 ms [2022-04-18 08:49:17 main:574] : INFO : Epoch 1677 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 1135.79 ms [2022-04-18 08:49:18 main:574] : INFO : Epoch 1678 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1127.09 ms [2022-04-18 08:49:19 main:574] : INFO : Epoch 1679 | loss: 0.0311781 | val_loss: 0.0311833 | Time: 1136.36 ms [2022-04-18 08:49:20 main:574] : INFO : Epoch 1680 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 1127.13 ms [2022-04-18 08:49:21 main:574] : INFO : Epoch 1681 | loss: 0.0311769 | val_loss: 0.031184 | Time: 1124.18 ms [2022-04-18 08:49:22 main:574] : INFO : Epoch 1682 | loss: 0.0311768 | val_loss: 0.0311913 | Time: 1114.73 ms [2022-04-18 08:49:24 main:574] : INFO : Epoch 1683 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1121.66 ms [2022-04-18 08:49:25 main:574] : INFO : Epoch 1684 | loss: 0.0311775 | val_loss: 0.0311852 | Time: 1123.45 ms [2022-04-18 08:49:26 main:574] : INFO : Epoch 1685 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 1126.14 ms [2022-04-18 08:49:27 main:574] : INFO : Epoch 1686 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 1128.31 ms [2022-04-18 08:49:28 main:574] : INFO : Epoch 1687 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 1141.61 ms [2022-04-18 08:49:29 main:574] : INFO : Epoch 1688 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 1124.71 ms [2022-04-18 08:49:30 main:574] : INFO : Epoch 1689 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 1125.24 ms [2022-04-18 08:49:32 main:574] : INFO : Epoch 1690 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 1129.82 ms [2022-04-18 08:49:33 main:574] : INFO : Epoch 1691 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 1121.59 ms [2022-04-18 08:49:34 main:574] : INFO : Epoch 1692 | loss: 0.0311743 | val_loss: 0.031183 | Time: 1128.5 ms [2022-04-18 08:49:35 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 1154.55 ms [2022-04-18 08:49:36 main:574] : INFO : Epoch 1694 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 1112.01 ms [2022-04-18 08:49:37 main:574] : INFO : Epoch 1695 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 1114.1 ms [2022-04-18 08:49:38 main:574] : INFO : Epoch 1696 | loss: 0.0311755 | val_loss: 0.0311825 | Time: 1124.35 ms [2022-04-18 08:49:39 main:574] : INFO : Epoch 1697 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 1125.84 ms [2022-04-18 08:49:41 main:574] : INFO : Epoch 1698 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 1127.29 ms [2022-04-18 08:49:42 main:574] : INFO : Epoch 1699 | loss: 0.0311726 | val_loss: 0.031185 | Time: 1132.28 ms [2022-04-18 08:49:43 main:574] : INFO : Epoch 1700 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 1124.76 ms [2022-04-18 08:49:44 main:574] : INFO : Epoch 1701 | loss: 0.0311748 | val_loss: 0.0311935 | Time: 1148.5 ms [2022-04-18 08:49:45 main:574] : INFO : Epoch 1702 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 1139.24 ms [2022-04-18 08:49:46 main:574] : INFO : Epoch 1703 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 1124.3 ms [2022-04-18 08:49:47 main:574] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1128.31 ms [2022-04-18 08:49:49 main:574] : INFO : Epoch 1705 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 1132.84 ms [2022-04-18 08:49:50 main:574] : INFO : Epoch 1706 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 1139.42 ms [2022-04-18 08:49:51 main:574] : INFO : Epoch 1707 | loss: 0.0311726 | val_loss: 0.0311829 | Time: 1119.05 ms [2022-04-18 08:49:52 main:574] : INFO : Epoch 1708 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 1134.81 ms [2022-04-18 08:49:53 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311859 | Time: 1126.56 ms [2022-04-18 08:49:54 main:574] : INFO : Epoch 1710 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 1134.66 ms [2022-04-18 08:49:55 main:574] : INFO : Epoch 1711 | loss: 0.03117 | val_loss: 0.0311825 | Time: 1117.32 ms [2022-04-18 08:49:57 main:574] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311838 | Time: 1134.14 ms [2022-04-18 08:49:58 main:574] : INFO : Epoch 1713 | loss: 0.0311694 | val_loss: 0.031185 | Time: 1136.62 ms [2022-04-18 08:49:59 main:574] : INFO : Epoch 1714 | loss: 0.0311694 | val_loss: 0.0311876 | Time: 1135.8 ms [2022-04-18 08:50:00 main:574] : INFO : Epoch 1715 | loss: 0.0311702 | val_loss: 0.0311842 | Time: 1129.78 ms [2022-04-18 08:50:01 main:574] : INFO : Epoch 1716 | loss: 0.0311684 | val_loss: 0.0311842 | Time: 1133.65 ms [2022-04-18 08:50:02 main:574] : INFO : Epoch 1717 | loss: 0.0311683 | val_loss: 0.0311836 | Time: 1150.32 ms [2022-04-18 08:50:03 main:574] : INFO : Epoch 1718 | loss: 0.0311689 | val_loss: 0.0311845 | Time: 1132.7 ms [2022-04-18 08:50:05 main:574] : INFO : Epoch 1719 | loss: 0.0311695 | val_loss: 0.0311868 | Time: 1133.87 ms [2022-04-18 08:50:06 main:574] : INFO : Epoch 1720 | loss: 0.0311697 | val_loss: 0.0311877 | Time: 1124.77 ms [2022-04-18 08:50:07 main:574] : INFO : Epoch 1721 | loss: 0.0311699 | val_loss: 0.0311855 | Time: 1132.2 ms [2022-04-18 08:50:08 main:574] : INFO : Epoch 1722 | loss: 0.0311685 | val_loss: 0.031187 | Time: 1128.8 ms [2022-04-18 08:50:09 main:574] : INFO : Epoch 1723 | loss: 0.0311703 | val_loss: 0.0311856 | Time: 1121.28 ms [2022-04-18 08:50:10 main:574] : INFO : Epoch 1724 | loss: 0.0311699 | val_loss: 0.0311856 | Time: 1123.06 ms [2022-04-18 08:50:11 main:574] : INFO : Epoch 1725 | loss: 0.0311693 | val_loss: 0.0311896 | Time: 1117.68 ms [2022-04-18 08:50:12 main:574] : INFO : Epoch 1726 | loss: 0.0311714 | val_loss: 0.0311922 | Time: 1135.3 ms [2022-04-18 08:50:14 main:574] : INFO : Epoch 1727 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 1150.88 ms [2022-04-18 08:50:15 main:574] : INFO : Epoch 1728 | loss: 0.0311685 | val_loss: 0.031183 | Time: 1127.16 ms [2022-04-18 08:50:16 main:574] : INFO : Epoch 1729 | loss: 0.0311687 | val_loss: 0.0311828 | Time: 1127.42 ms [2022-04-18 08:50:17 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.0311835 | Time: 1119.9 ms [2022-04-18 08:50:18 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311852 | Time: 1113.47 ms [2022-04-18 08:50:19 main:574] : INFO : Epoch 1732 | loss: 0.0311698 | val_loss: 0.0311836 | Time: 1119.46 ms [2022-04-18 08:50:20 main:574] : INFO : Epoch 1733 | loss: 0.0311681 | val_loss: 0.031184 | Time: 1122.18 ms [2022-04-18 08:50:22 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311854 | Time: 1139.01 ms [2022-04-18 08:50:23 main:574] : INFO : Epoch 1735 | loss: 0.031168 | val_loss: 0.0311827 | Time: 1124.03 ms [2022-04-18 08:50:24 main:574] : INFO : Epoch 1736 | loss: 0.0311715 | val_loss: 0.0311863 | Time: 1124.35 ms [2022-04-18 08:50:25 main:574] : INFO : Epoch 1737 | loss: 0.0311733 | val_loss: 0.0311854 | Time: 1117.6 ms [2022-04-18 08:50:26 main:574] : INFO : Epoch 1738 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 1119.84 ms [2022-04-18 08:50:27 main:574] : INFO : Epoch 1739 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1148.82 ms [2022-04-18 08:50:28 main:574] : INFO : Epoch 1740 | loss: 0.0311702 | val_loss: 0.031182 | Time: 1130.81 ms [2022-04-18 08:50:29 main:574] : INFO : Epoch 1741 | loss: 0.0311702 | val_loss: 0.0311833 | Time: 1122.64 ms [2022-04-18 08:50:31 main:574] : INFO : Epoch 1742 | loss: 0.0311713 | val_loss: 0.0311869 | Time: 1133.64 ms [2022-04-18 08:50:32 main:574] : INFO : Epoch 1743 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 1137.1 ms [2022-04-18 08:50:33 main:574] : INFO : Epoch 1744 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 1128.08 ms [2022-04-18 08:50:34 main:574] : INFO : Epoch 1745 | loss: 0.0311702 | val_loss: 0.0311794 | Time: 1122.1 ms [2022-04-18 08:50:35 main:574] : INFO : Epoch 1746 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 1138.84 ms [2022-04-18 08:50:36 main:574] : INFO : Epoch 1747 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 1152.89 ms [2022-04-18 08:50:37 main:574] : INFO : Epoch 1748 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1124.62 ms [2022-04-18 08:50:39 main:574] : INFO : Epoch 1749 | loss: 0.0311699 | val_loss: 0.0311851 | Time: 1128.41 ms [2022-04-18 08:50:40 main:574] : INFO : Epoch 1750 | loss: 0.0311695 | val_loss: 0.0311839 | Time: 1127.36 ms [2022-04-18 08:50:41 main:574] : INFO : Epoch 1751 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 1121.85 ms [2022-04-18 08:50:42 main:574] : INFO : Epoch 1752 | loss: 0.031167 | val_loss: 0.0311838 | Time: 1133.62 ms [2022-04-18 08:50:43 main:574] : INFO : Epoch 1753 | loss: 0.031168 | val_loss: 0.0311813 | Time: 1133.92 ms [2022-04-18 08:50:44 main:574] : INFO : Epoch 1754 | loss: 0.0311674 | val_loss: 0.0311849 | Time: 1127.94 ms [2022-04-18 08:50:45 main:574] : INFO : Epoch 1755 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 1126.39 ms [2022-04-18 08:50:47 main:574] : INFO : Epoch 1756 | loss: 0.0311709 | val_loss: 0.0311836 | Time: 1130.78 ms [2022-04-18 08:50:48 main:574] : INFO : Epoch 1757 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 1134.99 ms [2022-04-18 08:50:49 main:574] : INFO : Epoch 1758 | loss: 0.0311691 | val_loss: 0.0311881 | Time: 1136.07 ms [2022-04-18 08:50:50 main:574] : INFO : Epoch 1759 | loss: 0.0311731 | val_loss: 0.031184 | Time: 1124.12 ms [2022-04-18 08:50:51 main:574] : INFO : Epoch 1760 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 1142.47 ms [2022-04-18 08:50:52 main:574] : INFO : Epoch 1761 | loss: 0.0311728 | val_loss: 0.0311824 | Time: 1127.56 ms [2022-04-18 08:50:53 main:574] : INFO : Epoch 1762 | loss: 0.0311718 | val_loss: 0.0311856 | Time: 1127.53 ms [2022-04-18 08:50:54 main:574] : INFO : Epoch 1763 | loss: 0.0311701 | val_loss: 0.0311863 | Time: 1134.07 ms [2022-04-18 08:50:56 main:574] : INFO : Epoch 1764 | loss: 0.0311703 | val_loss: 0.0311865 | Time: 1124.73 ms [2022-04-18 08:50:57 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311859 | Time: 1118.27 ms [2022-04-18 08:50:58 main:574] : INFO : Epoch 1766 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 1134.42 ms [2022-04-18 08:50:59 main:574] : INFO : Epoch 1767 | loss: 0.0311691 | val_loss: 0.0311837 | Time: 1134.15 ms [2022-04-18 08:51:00 main:574] : INFO : Epoch 1768 | loss: 0.0311696 | val_loss: 0.0311861 | Time: 1121.08 ms [2022-04-18 08:51:01 main:574] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.0311829 | Time: 1140.13 ms [2022-04-18 08:51:02 main:574] : INFO : Epoch 1770 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 1143.66 ms [2022-04-18 08:51:04 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311832 | Time: 1143.55 ms [2022-04-18 08:51:05 main:574] : INFO : Epoch 1772 | loss: 0.0311687 | val_loss: 0.0311824 | Time: 1126.25 ms [2022-04-18 08:51:06 main:574] : INFO : Epoch 1773 | loss: 0.0311707 | val_loss: 0.0311869 | Time: 1127.95 ms [2022-04-18 08:51:07 main:574] : INFO : Epoch 1774 | loss: 0.0311702 | val_loss: 0.0311829 | Time: 1121.61 ms [2022-04-18 08:51:08 main:574] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311798 | Time: 1127.15 ms [2022-04-18 08:51:09 main:574] : INFO : Epoch 1776 | loss: 0.0311681 | val_loss: 0.0311797 | Time: 1134.39 ms [2022-04-18 08:51:10 main:574] : INFO : Epoch 1777 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 1142.26 ms [2022-04-18 08:51:12 main:574] : INFO : Epoch 1778 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1124.59 ms [2022-04-18 08:51:13 main:574] : INFO : Epoch 1779 | loss: 0.0311703 | val_loss: 0.031181 | Time: 1116.27 ms [2022-04-18 08:51:14 main:574] : INFO : Epoch 1780 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1133.82 ms [2022-04-18 08:51:15 main:574] : INFO : Epoch 1781 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1130.63 ms [2022-04-18 08:51:16 main:574] : INFO : Epoch 1782 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 1124.76 ms [2022-04-18 08:51:17 main:574] : INFO : Epoch 1783 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1137.43 ms [2022-04-18 08:51:18 main:574] : INFO : Epoch 1784 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 1131.63 ms [2022-04-18 08:51:20 main:574] : INFO : Epoch 1785 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 1139.84 ms [2022-04-18 08:51:21 main:574] : INFO : Epoch 1786 | loss: 0.031167 | val_loss: 0.0311805 | Time: 1133.59 ms [2022-04-18 08:51:22 main:574] : INFO : Epoch 1787 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 1122.57 ms [2022-04-18 08:51:23 main:574] : INFO : Epoch 1788 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 1142.17 ms [2022-04-18 08:51:24 main:574] : INFO : Epoch 1789 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 1129.09 ms [2022-04-18 08:51:25 main:574] : INFO : Epoch 1790 | loss: 0.0311671 | val_loss: 0.03118 | Time: 1120.94 ms [2022-04-18 08:51:26 main:574] : INFO : Epoch 1791 | loss: 0.0311657 | val_loss: 0.0311817 | Time: 1133.06 ms [2022-04-18 08:51:27 main:574] : INFO : Epoch 1792 | loss: 0.0311661 | val_loss: 0.0311823 | Time: 1133.94 ms [2022-04-18 08:51:29 main:574] : INFO : Epoch 1793 | loss: 0.0311679 | val_loss: 0.0311884 | Time: 1120.58 ms [2022-04-18 08:51:30 main:574] : INFO : Epoch 1794 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 1120.04 ms [2022-04-18 08:51:31 main:574] : INFO : Epoch 1795 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 1124.63 ms [2022-04-18 08:51:32 main:574] : INFO : Epoch 1796 | loss: 0.031167 | val_loss: 0.0311812 | Time: 1135.41 ms [2022-04-18 08:51:33 main:574] : INFO : Epoch 1797 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 1154.86 ms [2022-04-18 08:51:34 main:574] : INFO : Epoch 1798 | loss: 0.0311678 | val_loss: 0.0311883 | Time: 1124.33 ms [2022-04-18 08:51:35 main:574] : INFO : Epoch 1799 | loss: 0.0311666 | val_loss: 0.0311862 | Time: 1125.76 ms [2022-04-18 08:51:37 main:574] : INFO : Epoch 1800 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1130.81 ms [2022-04-18 08:51:38 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 1126.17 ms [2022-04-18 08:51:39 main:574] : INFO : Epoch 1802 | loss: 0.031172 | val_loss: 0.0311787 | Time: 1132.69 ms [2022-04-18 08:51:40 main:574] : INFO : Epoch 1803 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 1113.91 ms [2022-04-18 08:51:41 main:574] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 1130.47 ms [2022-04-18 08:51:42 main:574] : INFO : Epoch 1805 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 1126.3 ms [2022-04-18 08:51:43 main:574] : INFO : Epoch 1806 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 1128.44 ms [2022-04-18 08:51:44 main:574] : INFO : Epoch 1807 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1135.62 ms [2022-04-18 08:51:46 main:574] : INFO : Epoch 1808 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 1118.34 ms [2022-04-18 08:51:47 main:574] : INFO : Epoch 1809 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 1121.21 ms [2022-04-18 08:51:48 main:574] : INFO : Epoch 1810 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1138.54 ms [2022-04-18 08:51:49 main:574] : INFO : Epoch 1811 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1149.87 ms [2022-04-18 08:51:50 main:574] : INFO : Epoch 1812 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 1134.68 ms [2022-04-18 08:51:51 main:574] : INFO : Epoch 1813 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 1125.37 ms [2022-04-18 08:51:52 main:574] : INFO : Epoch 1814 | loss: 0.0311669 | val_loss: 0.0311797 | Time: 1119.31 ms [2022-04-18 08:51:54 main:574] : INFO : Epoch 1815 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 1119.84 ms [2022-04-18 08:51:55 main:574] : INFO : Epoch 1816 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 1126.14 ms [2022-04-18 08:51:56 main:574] : INFO : Epoch 1817 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 1131.9 ms [2022-04-18 08:51:57 main:574] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1126.85 ms [2022-04-18 08:51:58 main:574] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311754 | Time: 1142.07 ms [2022-04-18 08:51:59 main:574] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 1132.46 ms [2022-04-18 08:52:00 main:574] : INFO : Epoch 1821 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 1113.38 ms [2022-04-18 08:52:01 main:574] : INFO : Epoch 1822 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1124.52 ms [2022-04-18 08:52:03 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311795 | Time: 1132.35 ms [2022-04-18 08:52:04 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 1127.38 ms [2022-04-18 08:52:05 main:574] : INFO : Epoch 1825 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 1122.05 ms [2022-04-18 08:52:06 main:574] : INFO : Epoch 1826 | loss: 0.0311693 | val_loss: 0.0311787 | Time: 1128.38 ms [2022-04-18 08:52:07 main:574] : INFO : Epoch 1827 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 1146.42 ms [2022-04-18 08:52:08 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 1141.64 ms [2022-04-18 08:52:09 main:574] : INFO : Epoch 1829 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 1121.34 ms [2022-04-18 08:52:11 main:574] : INFO : Epoch 1830 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1130.32 ms [2022-04-18 08:52:12 main:574] : INFO : Epoch 1831 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 1123.14 ms [2022-04-18 08:52:13 main:574] : INFO : Epoch 1832 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1132.22 ms [2022-04-18 08:52:14 main:574] : INFO : Epoch 1833 | loss: 0.0311645 | val_loss: 0.031175 | Time: 1147.19 ms [2022-04-18 08:52:15 main:574] : INFO : Epoch 1834 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1130.59 ms [2022-04-18 08:52:16 main:574] : INFO : Epoch 1835 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 1133.26 ms [2022-04-18 08:52:17 main:574] : INFO : Epoch 1836 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 1127.87 ms [2022-04-18 08:52:19 main:574] : INFO : Epoch 1837 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1125.56 ms [2022-04-18 08:52:20 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 1126.87 ms [2022-04-18 08:52:21 main:574] : INFO : Epoch 1839 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1124.01 ms [2022-04-18 08:52:22 main:574] : INFO : Epoch 1840 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 1143.66 ms [2022-04-18 08:52:23 main:574] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311764 | Time: 1128.84 ms [2022-04-18 08:52:24 main:574] : INFO : Epoch 1842 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1128.59 ms [2022-04-18 08:52:25 main:574] : INFO : Epoch 1843 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 1136.92 ms [2022-04-18 08:52:27 main:574] : INFO : Epoch 1844 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1127.11 ms [2022-04-18 08:52:28 main:574] : INFO : Epoch 1845 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 1131.38 ms [2022-04-18 08:52:29 main:574] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 1131.21 ms [2022-04-18 08:52:30 main:574] : INFO : Epoch 1847 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1130.26 ms [2022-04-18 08:52:31 main:574] : INFO : Epoch 1848 | loss: 0.031163 | val_loss: 0.0311745 | Time: 1128.65 ms [2022-04-18 08:52:32 main:574] : INFO : Epoch 1849 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 1135.07 ms [2022-04-18 08:52:33 main:574] : INFO : Epoch 1850 | loss: 0.0312186 | val_loss: 0.0312228 | Time: 1116.74 ms [2022-04-18 08:52:34 main:574] : INFO : Epoch 1851 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 1123.8 ms [2022-04-18 08:52:36 main:574] : INFO : Epoch 1852 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 1123.35 ms [2022-04-18 08:52:37 main:574] : INFO : Epoch 1853 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 1157.86 ms [2022-04-18 08:52:38 main:574] : INFO : Epoch 1854 | loss: 0.0311811 | val_loss: 0.0311855 | Time: 1132.67 ms [2022-04-18 08:52:39 main:574] : INFO : Epoch 1855 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 1126.33 ms [2022-04-18 08:52:40 main:574] : INFO : Epoch 1856 | loss: 0.0311785 | val_loss: 0.0311752 | Time: 1121.69 ms [2022-04-18 08:52:41 main:574] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 1129.24 ms [2022-04-18 08:52:42 main:574] : INFO : Epoch 1858 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1129.84 ms [2022-04-18 08:52:44 main:574] : INFO : Epoch 1859 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1132.69 ms [2022-04-18 08:52:45 main:574] : INFO : Epoch 1860 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 1132.82 ms [2022-04-18 08:52:46 main:574] : INFO : Epoch 1861 | loss: 0.0311723 | val_loss: 0.0311769 | Time: 1126.85 ms [2022-04-18 08:52:47 main:574] : INFO : Epoch 1862 | loss: 0.0311715 | val_loss: 0.0311816 | Time: 1136.08 ms [2022-04-18 08:52:48 main:574] : INFO : Epoch 1863 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 1115.32 ms [2022-04-18 08:52:49 main:574] : INFO : Epoch 1864 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1132.89 ms [2022-04-18 08:52:50 main:574] : INFO : Epoch 1865 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 1130.13 ms [2022-04-18 08:52:51 main:574] : INFO : Epoch 1866 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 1114.53 ms [2022-04-18 08:52:53 main:574] : INFO : Epoch 1867 | loss: 0.0311727 | val_loss: 0.0311876 | Time: 1120.76 ms [2022-04-18 08:52:54 main:574] : INFO : Epoch 1868 | loss: 0.031174 | val_loss: 0.0311797 | Time: 1115.26 ms [2022-04-18 08:52:55 main:574] : INFO : Epoch 1869 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 1130.51 ms [2022-04-18 08:52:56 main:574] : INFO : Epoch 1870 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 1126.74 ms [2022-04-18 08:52:57 main:574] : INFO : Epoch 1871 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 1143.18 ms [2022-04-18 08:52:58 main:574] : INFO : Epoch 1872 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1122.96 ms [2022-04-18 08:52:59 main:574] : INFO : Epoch 1873 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1117.74 ms [2022-04-18 08:53:01 main:574] : INFO : Epoch 1874 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 1124.49 ms [2022-04-18 08:53:02 main:574] : INFO : Epoch 1875 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 1118.65 ms [2022-04-18 08:53:03 main:574] : INFO : Epoch 1876 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 1131.11 ms [2022-04-18 08:53:04 main:574] : INFO : Epoch 1877 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 1130.74 ms [2022-04-18 08:53:05 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 1120.58 ms [2022-04-18 08:53:06 main:574] : INFO : Epoch 1879 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1119.11 ms [2022-04-18 08:53:07 main:574] : INFO : Epoch 1880 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 1127.79 ms [2022-04-18 08:53:08 main:574] : INFO : Epoch 1881 | loss: 0.031169 | val_loss: 0.0311847 | Time: 1131.36 ms [2022-04-18 08:53:10 main:574] : INFO : Epoch 1882 | loss: 0.03117 | val_loss: 0.0311782 | Time: 1125.97 ms [2022-04-18 08:53:11 main:574] : INFO : Epoch 1883 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 1120.51 ms [2022-04-18 08:53:12 main:574] : INFO : Epoch 1884 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 1118.24 ms [2022-04-18 08:53:13 main:574] : INFO : Epoch 1885 | loss: 0.031168 | val_loss: 0.0311777 | Time: 1123.65 ms [2022-04-18 08:53:14 main:574] : INFO : Epoch 1886 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 1150.86 ms [2022-04-18 08:53:15 main:574] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 1120.98 ms [2022-04-18 08:53:16 main:574] : INFO : Epoch 1888 | loss: 0.0311675 | val_loss: 0.031178 | Time: 1135.83 ms [2022-04-18 08:53:17 main:574] : INFO : Epoch 1889 | loss: 0.031167 | val_loss: 0.0311787 | Time: 1110.77 ms [2022-04-18 08:53:19 main:574] : INFO : Epoch 1890 | loss: 0.0311678 | val_loss: 0.031177 | Time: 1110.59 ms [2022-04-18 08:53:20 main:574] : INFO : Epoch 1891 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 1125.57 ms [2022-04-18 08:53:21 main:574] : INFO : Epoch 1892 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1123.49 ms [2022-04-18 08:53:22 main:574] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.0311845 | Time: 1131.48 ms [2022-04-18 08:53:23 main:574] : INFO : Epoch 1894 | loss: 0.0311706 | val_loss: 0.031177 | Time: 1109.98 ms [2022-04-18 08:53:24 main:574] : INFO : Epoch 1895 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 1116.74 ms [2022-04-18 08:53:25 main:574] : INFO : Epoch 1896 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1147.03 ms [2022-04-18 08:53:27 main:574] : INFO : Epoch 1897 | loss: 0.03117 | val_loss: 0.031179 | Time: 1125.81 ms [2022-04-18 08:53:28 main:574] : INFO : Epoch 1898 | loss: 0.03117 | val_loss: 0.031175 | Time: 1128.91 ms [2022-04-18 08:53:29 main:574] : INFO : Epoch 1899 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 1136.53 ms [2022-04-18 08:53:30 main:574] : INFO : Epoch 1900 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 1132.65 ms [2022-04-18 08:53:31 main:574] : INFO : Epoch 1901 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1118.16 ms [2022-04-18 08:53:32 main:574] : INFO : Epoch 1902 | loss: 0.0311669 | val_loss: 0.031174 | Time: 1128 ms [2022-04-18 08:53:33 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 1118.83 ms [2022-04-18 08:53:34 main:574] : INFO : Epoch 1904 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 1114.22 ms [2022-04-18 08:53:36 main:574] : INFO : Epoch 1905 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1117.96 ms [2022-04-18 08:53:37 main:574] : INFO : Epoch 1906 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 1125.04 ms [2022-04-18 08:53:38 main:574] : INFO : Epoch 1907 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1149.69 ms [2022-04-18 08:53:39 main:574] : INFO : Epoch 1908 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1133.03 ms [2022-04-18 08:53:40 main:574] : INFO : Epoch 1909 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1133.35 ms [2022-04-18 08:53:41 main:574] : INFO : Epoch 1910 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 1129.27 ms [2022-04-18 08:53:42 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 1140.85 ms [2022-04-18 08:53:44 main:574] : INFO : Epoch 1912 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 1127.33 ms [2022-04-18 08:53:45 main:574] : INFO : Epoch 1913 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1122.85 ms [2022-04-18 08:53:46 main:574] : INFO : Epoch 1914 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1127.09 ms [2022-04-18 08:53:47 main:574] : INFO : Epoch 1915 | loss: 0.031166 | val_loss: 0.0311749 | Time: 1132.92 ms [2022-04-18 08:53:48 main:574] : INFO : Epoch 1916 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 1123.22 ms [2022-04-18 08:53:49 main:574] : INFO : Epoch 1917 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 1126.45 ms [2022-04-18 08:53:50 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1126.17 ms [2022-04-18 08:53:51 main:574] : INFO : Epoch 1919 | loss: 0.0311647 | val_loss: 0.0311751 | Time: 1139.35 ms [2022-04-18 08:53:53 main:574] : INFO : Epoch 1920 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 1123.76 ms [2022-04-18 08:53:54 main:574] : INFO : Epoch 1921 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 1122.63 ms [2022-04-18 08:53:55 main:574] : INFO : Epoch 1922 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 1121.13 ms [2022-04-18 08:53:56 main:574] : INFO : Epoch 1923 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 1136.42 ms [2022-04-18 08:53:57 main:574] : INFO : Epoch 1924 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1116.86 ms [2022-04-18 08:53:58 main:574] : INFO : Epoch 1925 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 1131.86 ms [2022-04-18 08:53:59 main:574] : INFO : Epoch 1926 | loss: 0.0311624 | val_loss: 0.0311756 | Time: 1106.96 ms [2022-04-18 08:54:01 main:574] : INFO : Epoch 1927 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 1147.98 ms [2022-04-18 08:54:02 main:574] : INFO : Epoch 1928 | loss: 0.0311642 | val_loss: 0.0311749 | Time: 1133.47 ms [2022-04-18 08:54:03 main:574] : INFO : Epoch 1929 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 1134.01 ms [2022-04-18 08:54:04 main:574] : INFO : Epoch 1930 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1115.01 ms [2022-04-18 08:54:05 main:574] : INFO : Epoch 1931 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1135.29 ms [2022-04-18 08:54:06 main:574] : INFO : Epoch 1932 | loss: 0.0311635 | val_loss: 0.031175 | Time: 1152.38 ms [2022-04-18 08:54:07 main:574] : INFO : Epoch 1933 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 1130.37 ms [2022-04-18 08:54:09 main:574] : INFO : Epoch 1934 | loss: 0.0311646 | val_loss: 0.031177 | Time: 1126.83 ms [2022-04-18 08:54:10 main:574] : INFO : Epoch 1935 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 1120.49 ms [2022-04-18 08:54:11 main:574] : INFO : Epoch 1936 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 1140.72 ms [2022-04-18 08:54:12 main:574] : INFO : Epoch 1937 | loss: 0.0311651 | val_loss: 0.031179 | Time: 1125.77 ms [2022-04-18 08:54:13 main:574] : INFO : Epoch 1938 | loss: 0.0311664 | val_loss: 0.0311814 | Time: 1128.36 ms [2022-04-18 08:54:14 main:574] : INFO : Epoch 1939 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 1123.44 ms [2022-04-18 08:54:15 main:574] : INFO : Epoch 1940 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 1125.89 ms [2022-04-18 08:54:16 main:574] : INFO : Epoch 1941 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1113.94 ms [2022-04-18 08:54:18 main:574] : INFO : Epoch 1942 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 1141.6 ms [2022-04-18 08:54:19 main:574] : INFO : Epoch 1943 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 1130.75 ms [2022-04-18 08:54:20 main:574] : INFO : Epoch 1944 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 1116.23 ms [2022-04-18 08:54:21 main:574] : INFO : Epoch 1945 | loss: 0.0311694 | val_loss: 0.031175 | Time: 1125.82 ms [2022-04-18 08:54:22 main:574] : INFO : Epoch 1946 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1127.12 ms [2022-04-18 08:54:23 main:574] : INFO : Epoch 1947 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 1132.59 ms [2022-04-18 08:54:24 main:574] : INFO : Epoch 1948 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 1126.95 ms [2022-04-18 08:54:26 main:574] : INFO : Epoch 1949 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1128.02 ms [2022-04-18 08:54:27 main:574] : INFO : Epoch 1950 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1130.6 ms [2022-04-18 08:54:28 main:574] : INFO : Epoch 1951 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1134.54 ms [2022-04-18 08:54:29 main:574] : INFO : Epoch 1952 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 1123.35 ms [2022-04-18 08:54:30 main:574] : INFO : Epoch 1953 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 1128.01 ms [2022-04-18 08:54:31 main:574] : INFO : Epoch 1954 | loss: 0.0311667 | val_loss: 0.0311755 | Time: 1133.76 ms [2022-04-18 08:54:32 main:574] : INFO : Epoch 1955 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1125.53 ms [2022-04-18 08:54:33 main:574] : INFO : Epoch 1956 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 1121.27 ms [2022-04-18 08:54:35 main:574] : INFO : Epoch 1957 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 1117.95 ms [2022-04-18 08:54:36 main:574] : INFO : Epoch 1958 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 1117.67 ms [2022-04-18 08:54:37 main:574] : INFO : Epoch 1959 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 1132.95 ms [2022-04-18 08:54:38 main:574] : INFO : Epoch 1960 | loss: 0.031165 | val_loss: 0.0311788 | Time: 1124.94 ms [2022-04-18 08:54:39 main:574] : INFO : Epoch 1961 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 1134.54 ms [2022-04-18 08:54:40 main:574] : INFO : Epoch 1962 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 1115.5 ms [2022-04-18 08:54:41 main:574] : INFO : Epoch 1963 | loss: 0.0311635 | val_loss: 0.0311772 | Time: 1122.79 ms [2022-04-18 08:54:42 main:574] : INFO : Epoch 1964 | loss: 0.031162 | val_loss: 0.0311743 | Time: 1113.23 ms [2022-04-18 08:54:44 main:574] : INFO : Epoch 1965 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 1129.63 ms [2022-04-18 08:54:45 main:574] : INFO : Epoch 1966 | loss: 0.031166 | val_loss: 0.0311819 | Time: 1131.71 ms [2022-04-18 08:54:46 main:574] : INFO : Epoch 1967 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1122 ms [2022-04-18 08:54:47 main:574] : INFO : Epoch 1968 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 1126.91 ms [2022-04-18 08:54:48 main:574] : INFO : Epoch 1969 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 1125.82 ms [2022-04-18 08:54:49 main:574] : INFO : Epoch 1970 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1129.34 ms [2022-04-18 08:54:50 main:574] : INFO : Epoch 1971 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 1116.45 ms [2022-04-18 08:54:52 main:574] : INFO : Epoch 1972 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1119.67 ms [2022-04-18 08:54:53 main:574] : INFO : Epoch 1973 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 1124.86 ms [2022-04-18 08:54:54 main:574] : INFO : Epoch 1974 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1125.62 ms [2022-04-18 08:54:55 main:574] : INFO : Epoch 1975 | loss: 0.0311644 | val_loss: 0.031174 | Time: 1132.32 ms [2022-04-18 08:54:56 main:574] : INFO : Epoch 1976 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1127.15 ms [2022-04-18 08:54:57 main:574] : INFO : Epoch 1977 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1121.41 ms [2022-04-18 08:54:58 main:574] : INFO : Epoch 1978 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 1130.68 ms [2022-04-18 08:54:59 main:574] : INFO : Epoch 1979 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1129.53 ms [2022-04-18 08:55:01 main:574] : INFO : Epoch 1980 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 1134.63 ms [2022-04-18 08:55:02 main:574] : INFO : Epoch 1981 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1118.97 ms [2022-04-18 08:55:03 main:574] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 1133.92 ms [2022-04-18 08:55:04 main:574] : INFO : Epoch 1983 | loss: 0.0311612 | val_loss: 0.031175 | Time: 1142.66 ms [2022-04-18 08:55:05 main:574] : INFO : Epoch 1984 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 1120.06 ms [2022-04-18 08:55:06 main:574] : INFO : Epoch 1985 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 1137.14 ms [2022-04-18 08:55:07 main:574] : INFO : Epoch 1986 | loss: 0.0311604 | val_loss: 0.0311723 | Time: 1124.69 ms [2022-04-18 08:55:09 main:574] : INFO : Epoch 1987 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 1129.26 ms [2022-04-18 08:55:10 main:574] : INFO : Epoch 1988 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 1133.15 ms [2022-04-18 08:55:11 main:574] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 1127.39 ms [2022-04-18 08:55:12 main:574] : INFO : Epoch 1990 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 1118.77 ms [2022-04-18 08:55:13 main:574] : INFO : Epoch 1991 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 1132.42 ms [2022-04-18 08:55:14 main:574] : INFO : Epoch 1992 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1131.36 ms [2022-04-18 08:55:15 main:574] : INFO : Epoch 1993 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 1132.2 ms [2022-04-18 08:55:16 main:574] : INFO : Epoch 1994 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 1111.89 ms [2022-04-18 08:55:18 main:574] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 1132.44 ms [2022-04-18 08:55:19 main:574] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 1125.3 ms [2022-04-18 08:55:20 main:574] : INFO : Epoch 1997 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 1125.6 ms [2022-04-18 08:55:21 main:574] : INFO : Epoch 1998 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 1139.61 ms [2022-04-18 08:55:22 main:574] : INFO : Epoch 1999 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 1134.34 ms [2022-04-18 08:55:23 main:574] : INFO : Epoch 2000 | loss: 0.0311618 | val_loss: 0.031176 | Time: 1145.06 ms [2022-04-18 08:55:24 main:574] : INFO : Epoch 2001 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 1137.48 ms [2022-04-18 08:55:26 main:574] : INFO : Epoch 2002 | loss: 0.0311615 | val_loss: 0.0311839 | Time: 1116.51 ms [2022-04-18 08:55:27 main:574] : INFO : Epoch 2003 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 1109.85 ms [2022-04-18 08:55:28 main:574] : INFO : Epoch 2004 | loss: 0.031163 | val_loss: 0.0311747 | Time: 1120.4 ms [2022-04-18 08:55:29 main:574] : INFO : Epoch 2005 | loss: 0.0311694 | val_loss: 0.0311732 | Time: 1115.09 ms [2022-04-18 08:55:30 main:574] : INFO : Epoch 2006 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1119.24 ms [2022-04-18 08:55:31 main:574] : INFO : Epoch 2007 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1119.8 ms [2022-04-18 08:55:32 main:574] : INFO : Epoch 2008 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1117.29 ms [2022-04-18 08:55:33 main:574] : INFO : Epoch 2009 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1124.98 ms [2022-04-18 08:55:35 main:574] : INFO : Epoch 2010 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 1126.1 ms [2022-04-18 08:55:36 main:574] : INFO : Epoch 2011 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1114.35 ms [2022-04-18 08:55:37 main:574] : INFO : Epoch 2012 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1127.51 ms [2022-04-18 08:55:38 main:574] : INFO : Epoch 2013 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 1117.83 ms [2022-04-18 08:55:39 main:574] : INFO : Epoch 2014 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 1122.11 ms [2022-04-18 08:55:40 main:574] : INFO : Epoch 2015 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 1113.55 ms [2022-04-18 08:55:41 main:574] : INFO : Epoch 2016 | loss: 0.031169 | val_loss: 0.0311752 | Time: 1124.11 ms [2022-04-18 08:55:42 main:574] : INFO : Epoch 2017 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1125.63 ms [2022-04-18 08:55:44 main:574] : INFO : Epoch 2018 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1127.52 ms [2022-04-18 08:55:45 main:574] : INFO : Epoch 2019 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 1127.95 ms [2022-04-18 08:55:46 main:574] : INFO : Epoch 2020 | loss: 0.0311678 | val_loss: 0.0311709 | Time: 1130.08 ms [2022-04-18 08:55:47 main:574] : INFO : Epoch 2021 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 1129.24 ms [2022-04-18 08:55:48 main:574] : INFO : Epoch 2022 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 1123.67 ms [2022-04-18 08:55:49 main:574] : INFO : Epoch 2023 | loss: 0.031167 | val_loss: 0.0311738 | Time: 1120.01 ms [2022-04-18 08:55:50 main:574] : INFO : Epoch 2024 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1125.32 ms [2022-04-18 08:55:52 main:574] : INFO : Epoch 2025 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 1122.13 ms [2022-04-18 08:55:53 main:574] : INFO : Epoch 2026 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1115.35 ms [2022-04-18 08:55:54 main:574] : INFO : Epoch 2027 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1228.9 ms [2022-04-18 08:55:55 main:574] : INFO : Epoch 2028 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1132.86 ms [2022-04-18 08:55:56 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 1115.38 ms [2022-04-18 08:55:57 main:574] : INFO : Epoch 2030 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1113.97 ms [2022-04-18 08:55:58 main:574] : INFO : Epoch 2031 | loss: 0.0311643 | val_loss: 0.0311807 | Time: 1125.9 ms [2022-04-18 08:56:00 main:574] : INFO : Epoch 2032 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 1126.65 ms [2022-04-18 08:56:01 main:574] : INFO : Epoch 2033 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 1130.08 ms [2022-04-18 08:56:02 main:574] : INFO : Epoch 2034 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 1137.86 ms [2022-04-18 08:56:03 main:574] : INFO : Epoch 2035 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 1135.58 ms [2022-04-18 08:56:04 main:574] : INFO : Epoch 2036 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 1122.25 ms [2022-04-18 08:56:05 main:574] : INFO : Epoch 2037 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1127.39 ms [2022-04-18 08:56:06 main:574] : INFO : Epoch 2038 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1136.27 ms [2022-04-18 08:56:07 main:574] : INFO : Epoch 2039 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1133.45 ms [2022-04-18 08:56:09 main:574] : INFO : Epoch 2040 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1121.77 ms [2022-04-18 08:56:10 main:574] : INFO : Epoch 2041 | loss: 0.03117 | val_loss: 0.0311764 | Time: 1136.07 ms [2022-04-18 08:56:11 main:574] : INFO : Epoch 2042 | loss: 0.0315162 | val_loss: 0.0431494 | Time: 1121.59 ms [2022-04-18 08:56:12 main:574] : INFO : Epoch 2043 | loss: 0.0349202 | val_loss: 0.0333272 | Time: 1130.08 ms [2022-04-18 08:56:13 main:574] : INFO : Epoch 2044 | loss: 0.0320922 | val_loss: 0.0315429 | Time: 1115.06 ms [2022-04-18 08:56:14 main:574] : INFO : Epoch 2045 | loss: 0.0313423 | val_loss: 0.0312578 | Time: 1131.24 ms [2022-04-18 08:56:15 main:574] : INFO : Epoch 2046 | loss: 0.0312496 | val_loss: 0.0312341 | Time: 1128.55 ms [2022-04-18 08:56:17 main:574] : INFO : Epoch 2047 | loss: 0.0312275 | val_loss: 0.0312194 | Time: 1144.71 ms [2022-04-18 08:56:18 main:574] : INFO : Epoch 2048 | loss: 0.0312202 | val_loss: 0.0312161 | Time: 1112.59 ms [2022-04-18 08:56:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312161 [2022-04-18 08:56:18 main:603] : INFO : Saving end state to config to file [2022-04-18 08:56:18 main:608] : INFO : Success, exiting.. 08:56:18 (18728): 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)