Task 14619986
| Name | ParityModified-1647047599-31538-3-0_4 |
| Workunit | 11196434 |
| Created | 14 Apr 2022, 2:09:18 UTC |
| Sent | 14 Apr 2022, 2:09:35 UTC |
| Report deadline | 22 Apr 2022, 2:09:35 UTC |
| Received | 14 Apr 2022, 2:49:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 51 sec |
| CPU time | 36 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311942 | val_loss: 0.0311923 | Time: 1063.14 ms [2022-04-13 19:39:18 main:574] : INFO : Epoch 1543 | loss: 0.0311957 | val_loss: 0.0311912 | Time: 1041.25 ms [2022-04-13 19:39:19 main:574] : INFO : Epoch 1544 | loss: 0.0311947 | val_loss: 0.0311919 | Time: 1046.49 ms [2022-04-13 19:39:20 main:574] : INFO : Epoch 1545 | loss: 0.0311954 | val_loss: 0.0311913 | Time: 1158.58 ms [2022-04-13 19:39:22 main:574] : INFO : Epoch 1546 | loss: 0.0311949 | val_loss: 0.0311917 | Time: 1095.38 ms [2022-04-13 19:39:23 main:574] : INFO : Epoch 1547 | loss: 0.0311941 | val_loss: 0.0311925 | Time: 1047.73 ms [2022-04-13 19:39:24 main:574] : INFO : Epoch 1548 | loss: 0.0311957 | val_loss: 0.0311914 | Time: 1045.67 ms [2022-04-13 19:39:25 main:574] : INFO : Epoch 1549 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 1051.27 ms [2022-04-13 19:39:26 main:574] : INFO : Epoch 1550 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1048.82 ms [2022-04-13 19:39:27 main:574] : INFO : Epoch 1551 | loss: 0.0311943 | val_loss: 0.031194 | Time: 1085.2 ms [2022-04-13 19:39:28 main:574] : INFO : Epoch 1552 | loss: 0.0311964 | val_loss: 0.0311923 | Time: 1137.95 ms [2022-04-13 19:39:30 main:574] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.031192 | Time: 1127.18 ms [2022-04-13 19:39:31 main:574] : INFO : Epoch 1554 | loss: 0.0311953 | val_loss: 0.0311924 | Time: 1049.8 ms [2022-04-13 19:39:32 main:574] : INFO : Epoch 1555 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 1157.06 ms [2022-04-13 19:39:33 main:574] : INFO : Epoch 1556 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 1053.04 ms [2022-04-13 19:39:34 main:574] : INFO : Epoch 1557 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1046.85 ms [2022-04-13 19:39:35 main:574] : INFO : Epoch 1558 | loss: 0.0311956 | val_loss: 0.0311918 | Time: 1046.53 ms [2022-04-13 19:39:37 main:574] : INFO : Epoch 1559 | loss: 0.0311955 | val_loss: 0.0311912 | Time: 1050.55 ms [2022-04-13 19:39:38 main:574] : INFO : Epoch 1560 | loss: 0.0311945 | val_loss: 0.0311928 | Time: 1044.47 ms [2022-04-13 19:39:39 main:574] : INFO : Epoch 1561 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 1048.69 ms [2022-04-13 19:39:40 main:574] : INFO : Epoch 1562 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 1044.79 ms [2022-04-13 19:39:41 main:574] : INFO : Epoch 1563 | loss: 0.0311955 | val_loss: 0.0311914 | Time: 1049 ms [2022-04-13 19:39:42 main:574] : INFO : Epoch 1564 | loss: 0.0311949 | val_loss: 0.0311931 | Time: 1042.61 ms [2022-04-13 19:39:43 main:574] : INFO : Epoch 1565 | loss: 0.0311957 | val_loss: 0.0311918 | Time: 1041.93 ms [2022-04-13 19:39:44 main:574] : INFO : Epoch 1566 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 1066.82 ms [2022-04-13 19:39:46 main:574] : INFO : Epoch 1567 | loss: 0.0311988 | val_loss: 0.0312057 | Time: 1080.51 ms [2022-04-13 19:39:47 main:574] : INFO : Epoch 1568 | loss: 0.0312159 | val_loss: 0.0312054 | Time: 1176.17 ms [2022-04-13 19:39:48 main:574] : INFO : Epoch 1569 | loss: 0.0328392 | val_loss: 0.0619414 | Time: 1046.84 ms [2022-04-13 19:39:49 main:574] : INFO : Epoch 1570 | loss: 0.0376277 | val_loss: 0.0316519 | Time: 1048.79 ms [2022-04-13 19:39:50 main:574] : INFO : Epoch 1571 | loss: 0.0317357 | val_loss: 0.0313817 | Time: 1045.47 ms [2022-04-13 19:39:51 main:574] : INFO : Epoch 1572 | loss: 0.0312919 | val_loss: 0.0312138 | Time: 1072.05 ms [2022-04-13 19:39:52 main:574] : INFO : Epoch 1573 | loss: 0.0312093 | val_loss: 0.0311962 | Time: 1073.61 ms [2022-04-13 19:39:54 main:574] : INFO : Epoch 1574 | loss: 0.0311985 | val_loss: 0.0311948 | Time: 1069.07 ms [2022-04-13 19:39:55 main:574] : INFO : Epoch 1575 | loss: 0.0311958 | val_loss: 0.031192 | Time: 1121.96 ms [2022-04-13 19:39:56 main:574] : INFO : Epoch 1576 | loss: 0.0311947 | val_loss: 0.031192 | Time: 1046.9 ms [2022-04-13 19:39:57 main:574] : INFO : Epoch 1577 | loss: 0.0311948 | val_loss: 0.0311917 | Time: 1046.34 ms [2022-04-13 19:39:58 main:574] : INFO : Epoch 1578 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1047.34 ms [2022-04-13 19:39:59 main:574] : INFO : Epoch 1579 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 1049.1 ms [2022-04-13 19:40:01 main:574] : INFO : Epoch 1580 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 1085.03 ms [2022-04-13 19:40:02 main:574] : INFO : Epoch 1581 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 1162.02 ms [2022-04-13 19:40:03 main:574] : INFO : Epoch 1582 | loss: 0.0311948 | val_loss: 0.0311921 | Time: 1044.79 ms [2022-04-13 19:40:04 main:574] : INFO : Epoch 1583 | loss: 0.0311955 | val_loss: 0.0311917 | Time: 1045.3 ms [2022-04-13 19:40:05 main:574] : INFO : Epoch 1584 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 1095.87 ms [2022-04-13 19:40:06 main:574] : INFO : Epoch 1585 | loss: 0.0311949 | val_loss: 0.0311924 | Time: 1083.86 ms [2022-04-13 19:40:08 main:574] : INFO : Epoch 1586 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 1139.21 ms [2022-04-13 19:40:09 main:574] : INFO : Epoch 1587 | loss: 0.0311949 | val_loss: 0.031192 | Time: 1055.93 ms [2022-04-13 19:40:10 main:574] : INFO : Epoch 1588 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1045.3 ms [2022-04-13 19:40:11 main:574] : INFO : Epoch 1589 | loss: 0.031195 | val_loss: 0.0311927 | Time: 1048.71 ms [2022-04-13 19:40:12 main:574] : INFO : Epoch 1590 | loss: 0.0311956 | val_loss: 0.0311918 | Time: 1046.06 ms [2022-04-13 19:40:13 main:574] : INFO : Epoch 1591 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1050.94 ms [2022-04-13 19:40:14 main:574] : INFO : Epoch 1592 | loss: 0.0311943 | val_loss: 0.031192 | Time: 1045.95 ms [2022-04-13 19:40:15 main:574] : INFO : Epoch 1593 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1047.09 ms [2022-04-13 19:40:17 main:574] : INFO : Epoch 1594 | loss: 0.0311944 | val_loss: 0.0311916 | Time: 1049.91 ms [2022-04-13 19:40:18 main:574] : INFO : Epoch 1595 | loss: 0.0311945 | val_loss: 0.0311922 | Time: 1046.55 ms [2022-04-13 19:40:19 main:574] : INFO : Epoch 1596 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1054.97 ms [2022-04-13 19:40:20 main:574] : INFO : Epoch 1597 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1048.84 ms [2022-04-13 19:40:21 main:574] : INFO : Epoch 1598 | loss: 0.031194 | val_loss: 0.0311916 | Time: 1056.29 ms [2022-04-13 19:40:22 main:574] : INFO : Epoch 1599 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1048.09 ms [2022-04-13 19:40:23 main:574] : INFO : Epoch 1600 | loss: 0.0311942 | val_loss: 0.0311916 | Time: 1049.26 ms [2022-04-13 19:40:24 main:574] : INFO : Epoch 1601 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1051.91 ms [2022-04-13 19:40:26 main:574] : INFO : Epoch 1602 | loss: 0.0311941 | val_loss: 0.0311914 | Time: 1050.43 ms [2022-04-13 19:40:27 main:574] : INFO : Epoch 1603 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1047.36 ms [2022-04-13 19:40:28 main:574] : INFO : Epoch 1604 | loss: 0.031194 | val_loss: 0.0311912 | Time: 1056.49 ms [2022-04-13 19:40:29 main:574] : INFO : Epoch 1605 | loss: 0.031194 | val_loss: 0.0311917 | Time: 1047.15 ms [2022-04-13 19:40:30 main:574] : INFO : Epoch 1606 | loss: 0.0311951 | val_loss: 0.0311916 | Time: 1047.33 ms [2022-04-13 19:40:31 main:574] : INFO : Epoch 1607 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 1048.64 ms [2022-04-13 19:40:32 main:574] : INFO : Epoch 1608 | loss: 0.031195 | val_loss: 0.0311916 | Time: 1050.68 ms [2022-04-13 19:40:33 main:574] : INFO : Epoch 1609 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1052.01 ms [2022-04-13 19:40:35 main:574] : INFO : Epoch 1610 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 1051.66 ms [2022-04-13 19:40:36 main:574] : INFO : Epoch 1611 | loss: 0.031194 | val_loss: 0.0311917 | Time: 1049.68 ms [2022-04-13 19:40:37 main:574] : INFO : Epoch 1612 | loss: 0.0311956 | val_loss: 0.0311914 | Time: 1046.33 ms [2022-04-13 19:40:38 main:574] : INFO : Epoch 1613 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1052.89 ms [2022-04-13 19:40:39 main:574] : INFO : Epoch 1614 | loss: 0.031194 | val_loss: 0.0311923 | Time: 1049.47 ms [2022-04-13 19:40:40 main:574] : INFO : Epoch 1615 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1054.41 ms [2022-04-13 19:40:41 main:574] : INFO : Epoch 1616 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 1050.23 ms [2022-04-13 19:40:43 main:574] : INFO : Epoch 1617 | loss: 0.0311942 | val_loss: 0.0311922 | Time: 1051.83 ms [2022-04-13 19:40:44 main:574] : INFO : Epoch 1618 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1052.58 ms [2022-04-13 19:40:45 main:574] : INFO : Epoch 1619 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1051.04 ms [2022-04-13 19:40:46 main:574] : INFO : Epoch 1620 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1048.07 ms [2022-04-13 19:40:47 main:574] : INFO : Epoch 1621 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1044.93 ms [2022-04-13 19:40:48 main:574] : INFO : Epoch 1622 | loss: 0.0311946 | val_loss: 0.0311918 | Time: 1056.92 ms [2022-04-13 19:40:49 main:574] : INFO : Epoch 1623 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1053.49 ms [2022-04-13 19:40:50 main:574] : INFO : Epoch 1624 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 1047.57 ms [2022-04-13 19:40:51 main:574] : INFO : Epoch 1625 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 1049.86 ms [2022-04-13 19:40:53 main:574] : INFO : Epoch 1626 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1050.7 ms [2022-04-13 19:40:54 main:574] : INFO : Epoch 1627 | loss: 0.0311939 | val_loss: 0.0311914 | Time: 1054.39 ms [2022-04-13 19:40:55 main:574] : INFO : Epoch 1628 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1049.68 ms [2022-04-13 19:40:56 main:574] : INFO : Epoch 1629 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1048.69 ms [2022-04-13 19:40:57 main:574] : INFO : Epoch 1630 | loss: 0.0311946 | val_loss: 0.0311923 | Time: 1048.97 ms [2022-04-13 19:40:58 main:574] : INFO : Epoch 1631 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1057.54 ms [2022-04-13 19:40:59 main:574] : INFO : Epoch 1632 | loss: 0.031194 | val_loss: 0.0311913 | Time: 1044.37 ms [2022-04-13 19:41:01 main:574] : INFO : Epoch 1633 | loss: 0.031195 | val_loss: 0.0311915 | Time: 1052.6 ms [2022-04-13 19:41:02 main:574] : INFO : Epoch 1634 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1048.56 ms [2022-04-13 19:41:03 main:574] : INFO : Epoch 1635 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1051.24 ms [2022-04-13 19:41:04 main:574] : INFO : Epoch 1636 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1055.66 ms [2022-04-13 19:41:05 main:574] : INFO : Epoch 1637 | loss: 0.0311945 | val_loss: 0.0311933 | Time: 1047.05 ms [2022-04-13 19:41:06 main:574] : INFO : Epoch 1638 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 1049.69 ms [2022-04-13 19:41:07 main:574] : INFO : Epoch 1639 | loss: 0.0311948 | val_loss: 0.0311918 | Time: 1048.5 ms [2022-04-13 19:41:08 main:574] : INFO : Epoch 1640 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 1050.77 ms [2022-04-13 19:41:10 main:574] : INFO : Epoch 1641 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1054.38 ms [2022-04-13 19:41:11 main:574] : INFO : Epoch 1642 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1045.17 ms [2022-04-13 19:41:12 main:574] : INFO : Epoch 1643 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1045.25 ms [2022-04-13 19:41:13 main:574] : INFO : Epoch 1644 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1050.25 ms [2022-04-13 19:41:14 main:574] : INFO : Epoch 1645 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1047 ms [2022-04-13 19:41:15 main:574] : INFO : Epoch 1646 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 1044.75 ms [2022-04-13 19:41:16 main:574] : INFO : Epoch 1647 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1051.02 ms [2022-04-13 19:41:17 main:574] : INFO : Epoch 1648 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 1045.49 ms [2022-04-13 19:41:19 main:574] : INFO : Epoch 1649 | loss: 0.0311952 | val_loss: 0.0311915 | Time: 1053.67 ms [2022-04-13 19:41:20 main:574] : INFO : Epoch 1650 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1048.79 ms [2022-04-13 19:41:21 main:574] : INFO : Epoch 1651 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1056.67 ms [2022-04-13 19:41:22 main:574] : INFO : Epoch 1652 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1047.22 ms [2022-04-13 19:41:23 main:574] : INFO : Epoch 1653 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 1046.84 ms [2022-04-13 19:41:24 main:574] : INFO : Epoch 1654 | loss: 0.0311947 | val_loss: 0.0311926 | Time: 1050.26 ms [2022-04-13 19:41:25 main:574] : INFO : Epoch 1655 | loss: 0.0311949 | val_loss: 0.0311917 | Time: 1046.44 ms [2022-04-13 19:41:26 main:574] : INFO : Epoch 1656 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1048.95 ms [2022-04-13 19:41:28 main:574] : INFO : Epoch 1657 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1042.55 ms [2022-04-13 19:41:29 main:574] : INFO : Epoch 1658 | loss: 0.0311946 | val_loss: 0.0311916 | Time: 1053.66 ms [2022-04-13 19:41:30 main:574] : INFO : Epoch 1659 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 1047.47 ms [2022-04-13 19:41:31 main:574] : INFO : Epoch 1660 | loss: 0.031195 | val_loss: 0.0311917 | Time: 1049.67 ms [2022-04-13 19:41:32 main:574] : INFO : Epoch 1661 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 1045.87 ms [2022-04-13 19:41:33 main:574] : INFO : Epoch 1662 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 1053.48 ms [2022-04-13 19:41:34 main:574] : INFO : Epoch 1663 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 1043.82 ms [2022-04-13 19:41:35 main:574] : INFO : Epoch 1664 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1048.81 ms [2022-04-13 19:41:37 main:574] : INFO : Epoch 1665 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1044.8 ms [2022-04-13 19:41:38 main:574] : INFO : Epoch 1666 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 1049.48 ms [2022-04-13 19:41:39 main:574] : INFO : Epoch 1667 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1047.13 ms [2022-04-13 19:41:40 main:574] : INFO : Epoch 1668 | loss: 0.0311941 | val_loss: 0.0311928 | Time: 1046.45 ms [2022-04-13 19:41:41 main:574] : INFO : Epoch 1669 | loss: 0.0311947 | val_loss: 0.0311913 | Time: 1044.66 ms [2022-04-13 19:41:42 main:574] : INFO : Epoch 1670 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1052.41 ms [2022-04-13 19:41:43 main:574] : INFO : Epoch 1671 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 1049.7 ms [2022-04-13 19:41:44 main:574] : INFO : Epoch 1672 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 1045.72 ms [2022-04-13 19:41:45 main:574] : INFO : Epoch 1673 | loss: 0.0311952 | val_loss: 0.031193 | Time: 1047.16 ms [2022-04-13 19:41:47 main:574] : INFO : Epoch 1674 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 1047.41 ms [2022-04-13 19:41:48 main:574] : INFO : Epoch 1675 | loss: 0.0311948 | val_loss: 0.0311916 | Time: 1044.53 ms [2022-04-13 19:41:49 main:574] : INFO : Epoch 1676 | loss: 0.0311947 | val_loss: 0.0311913 | Time: 1049.25 ms [2022-04-13 19:41:50 main:574] : INFO : Epoch 1677 | loss: 0.031194 | val_loss: 0.0311912 | Time: 1044.26 ms [2022-04-13 19:41:51 main:574] : INFO : Epoch 1678 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 1050.7 ms [2022-04-13 19:41:52 main:574] : INFO : Epoch 1679 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 1050.84 ms [2022-04-13 19:41:53 main:574] : INFO : Epoch 1680 | loss: 0.031194 | val_loss: 0.0311927 | Time: 1056.25 ms [2022-04-13 19:41:55 main:574] : INFO : Epoch 1681 | loss: 0.0311946 | val_loss: 0.0311926 | Time: 1049.76 ms [2022-04-13 19:41:56 main:574] : INFO : Epoch 1682 | loss: 0.0311961 | val_loss: 0.0311917 | Time: 1050.03 ms [2022-04-13 19:41:57 main:574] : INFO : Epoch 1683 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1046.34 ms [2022-04-13 19:41:58 main:574] : INFO : Epoch 1684 | loss: 0.031194 | val_loss: 0.0311911 | Time: 1054.82 ms [2022-04-13 19:41:59 main:574] : INFO : Epoch 1685 | loss: 0.0311945 | val_loss: 0.0311921 | Time: 1049.1 ms [2022-04-13 19:42:00 main:574] : INFO : Epoch 1686 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 1051.93 ms [2022-04-13 19:42:01 main:574] : INFO : Epoch 1687 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 1043.52 ms [2022-04-13 19:42:02 main:574] : INFO : Epoch 1688 | loss: 0.0311949 | val_loss: 0.0311917 | Time: 1054 ms [2022-04-13 19:42:03 main:574] : INFO : Epoch 1689 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1050.77 ms [2022-04-13 19:42:05 main:574] : INFO : Epoch 1690 | loss: 0.0311942 | val_loss: 0.0311919 | Time: 1052.16 ms [2022-04-13 19:42:06 main:574] : INFO : Epoch 1691 | loss: 0.0311945 | val_loss: 0.0311932 | Time: 1062.46 ms [2022-04-13 19:42:07 main:574] : INFO : Epoch 1692 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 1059.12 ms [2022-04-13 19:42:08 main:574] : INFO : Epoch 1693 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 1051.35 ms [2022-04-13 19:42:09 main:574] : INFO : Epoch 1694 | loss: 0.0311957 | val_loss: 0.0311918 | Time: 1054.96 ms [2022-04-13 19:42:10 main:574] : INFO : Epoch 1695 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1046.63 ms [2022-04-13 19:42:11 main:574] : INFO : Epoch 1696 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 1045.8 ms [2022-04-13 19:42:13 main:574] : INFO : Epoch 1697 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 1052.86 ms [2022-04-13 19:42:14 main:574] : INFO : Epoch 1698 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1051.41 ms [2022-04-13 19:42:15 main:574] : INFO : Epoch 1699 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 1050.14 ms [2022-04-13 19:42:16 main:574] : INFO : Epoch 1700 | loss: 0.0311942 | val_loss: 0.0311916 | Time: 1042.47 ms [2022-04-13 19:42:17 main:574] : INFO : Epoch 1701 | loss: 0.0311949 | val_loss: 0.0311915 | Time: 1051.67 ms [2022-04-13 19:42:18 main:574] : INFO : Epoch 1702 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1046.98 ms [2022-04-13 19:42:19 main:574] : INFO : Epoch 1703 | loss: 0.0311944 | val_loss: 0.031195 | Time: 1047.68 ms [2022-04-13 19:42:20 main:574] : INFO : Epoch 1704 | loss: 0.0311948 | val_loss: 0.0311932 | Time: 1049.11 ms [2022-04-13 19:42:22 main:574] : INFO : Epoch 1705 | loss: 0.031195 | val_loss: 0.0311954 | Time: 1046.84 ms [2022-04-13 19:42:23 main:574] : INFO : Epoch 1706 | loss: 0.0311947 | val_loss: 0.0311913 | Time: 1050.03 ms [2022-04-13 19:42:24 main:574] : INFO : Epoch 1707 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1055.63 ms [2022-04-13 19:42:25 main:574] : INFO : Epoch 1708 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1048.89 ms [2022-04-13 19:42:26 main:574] : INFO : Epoch 1709 | loss: 0.031194 | val_loss: 0.031192 | Time: 1052.35 ms [2022-04-13 19:42:27 main:574] : INFO : Epoch 1710 | loss: 0.0311958 | val_loss: 0.031192 | Time: 1042.24 ms [2022-04-13 19:42:28 main:574] : INFO : Epoch 1711 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 1049.33 ms [2022-04-13 19:42:29 main:574] : INFO : Epoch 1712 | loss: 0.0311965 | val_loss: 0.0311925 | Time: 1052.1 ms [2022-04-13 19:42:31 main:574] : INFO : Epoch 1713 | loss: 0.031195 | val_loss: 0.0311921 | Time: 1045.69 ms [2022-04-13 19:42:32 main:574] : INFO : Epoch 1714 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1055.64 ms [2022-04-13 19:42:33 main:574] : INFO : Epoch 1715 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1046.31 ms [2022-04-13 19:42:34 main:574] : INFO : Epoch 1716 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1043.41 ms [2022-04-13 19:42:35 main:574] : INFO : Epoch 1717 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 1045.78 ms [2022-04-13 19:42:36 main:574] : INFO : Epoch 1718 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1046.24 ms [2022-04-13 19:42:37 main:574] : INFO : Epoch 1719 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 1050.15 ms [2022-04-13 19:42:38 main:574] : INFO : Epoch 1720 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 1052.53 ms [2022-04-13 19:42:40 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 1051.37 ms [2022-04-13 19:42:41 main:574] : INFO : Epoch 1722 | loss: 0.0311951 | val_loss: 0.0311914 | Time: 1050.86 ms [2022-04-13 19:42:42 main:574] : INFO : Epoch 1723 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 1050.64 ms [2022-04-13 19:42:43 main:574] : INFO : Epoch 1724 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 1055.76 ms [2022-04-13 19:42:44 main:574] : INFO : Epoch 1725 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 1049.74 ms [2022-04-13 19:42:45 main:574] : INFO : Epoch 1726 | loss: 0.0311943 | val_loss: 0.0311928 | Time: 1054.43 ms [2022-04-13 19:42:46 main:574] : INFO : Epoch 1727 | loss: 0.0311956 | val_loss: 0.0311914 | Time: 1055.04 ms [2022-04-13 19:42:48 main:574] : INFO : Epoch 1728 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1048.34 ms [2022-04-13 19:42:49 main:574] : INFO : Epoch 1729 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 1051.34 ms [2022-04-13 19:42:50 main:574] : INFO : Epoch 1730 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 1050.85 ms [2022-04-13 19:42:51 main:574] : INFO : Epoch 1731 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 1051.85 ms [2022-04-13 19:42:52 main:574] : INFO : Epoch 1732 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 1048.24 ms [2022-04-13 19:42:53 main:574] : INFO : Epoch 1733 | loss: 0.0311948 | val_loss: 0.0311918 | Time: 1048.17 ms [2022-04-13 19:42:54 main:574] : INFO : Epoch 1734 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 1049.27 ms [2022-04-13 19:42:55 main:574] : INFO : Epoch 1735 | loss: 0.0311949 | val_loss: 0.0311925 | Time: 1049.07 ms [2022-04-13 19:42:57 main:574] : INFO : Epoch 1736 | loss: 0.0311949 | val_loss: 0.0311913 | Time: 1051.86 ms [2022-04-13 19:42:58 main:574] : INFO : Epoch 1737 | loss: 0.0311952 | val_loss: 0.0311913 | Time: 1047.06 ms [2022-04-13 19:42:59 main:574] : INFO : Epoch 1738 | loss: 0.0311953 | val_loss: 0.031192 | Time: 1048.95 ms [2022-04-13 19:43:00 main:574] : INFO : Epoch 1739 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 1049.07 ms [2022-04-13 19:43:01 main:574] : INFO : Epoch 1740 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 1046.94 ms [2022-04-13 19:43:02 main:574] : INFO : Epoch 1741 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 1046.82 ms [2022-04-13 19:43:03 main:574] : INFO : Epoch 1742 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1060.41 ms [2022-04-13 19:43:04 main:574] : INFO : Epoch 1743 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1054.96 ms [2022-04-13 19:43:06 main:574] : INFO : Epoch 1744 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1044.65 ms [2022-04-13 19:43:07 main:574] : INFO : Epoch 1745 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1052.71 ms [2022-04-13 19:43:08 main:574] : INFO : Epoch 1746 | loss: 0.0311954 | val_loss: 0.0311914 | Time: 1054.13 ms [2022-04-13 19:43:09 main:574] : INFO : Epoch 1747 | loss: 0.0311952 | val_loss: 0.0311914 | Time: 1049.21 ms [2022-04-13 19:43:10 main:574] : INFO : Epoch 1748 | loss: 0.0311957 | val_loss: 0.0311923 | Time: 1047.07 ms [2022-04-13 19:43:11 main:574] : INFO : Epoch 1749 | loss: 0.0311943 | val_loss: 0.0311922 | Time: 1048.83 ms [2022-04-13 19:43:12 main:574] : INFO : Epoch 1750 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 1044.9 ms [2022-04-13 19:43:13 main:574] : INFO : Epoch 1751 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 1052.99 ms [2022-04-13 19:43:15 main:574] : INFO : Epoch 1752 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 1043.98 ms [2022-04-13 19:43:16 main:574] : INFO : Epoch 1753 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 1048.98 ms [2022-04-13 19:43:17 main:574] : INFO : Epoch 1754 | loss: 0.0311948 | val_loss: 0.0311928 | Time: 1043.48 ms [2022-04-13 19:43:18 main:574] : INFO : Epoch 1755 | loss: 0.0311955 | val_loss: 0.0311915 | Time: 1054.6 ms [2022-04-13 19:43:19 main:574] : INFO : Epoch 1756 | loss: 0.0311972 | val_loss: 0.0311948 | Time: 1045.83 ms [2022-04-13 19:43:20 main:574] : INFO : Epoch 1757 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 1047.47 ms [2022-04-13 19:43:21 main:574] : INFO : Epoch 1758 | loss: 0.0311961 | val_loss: 0.0311945 | Time: 1043.98 ms [2022-04-13 19:43:22 main:574] : INFO : Epoch 1759 | loss: 0.0311973 | val_loss: 0.0311921 | Time: 1051.61 ms [2022-04-13 19:43:24 main:574] : INFO : Epoch 1760 | loss: 0.0311968 | val_loss: 0.0311946 | Time: 1048.63 ms [2022-04-13 19:43:25 main:574] : INFO : Epoch 1761 | loss: 0.0311955 | val_loss: 0.0311913 | Time: 1043.81 ms [2022-04-13 19:43:26 main:574] : INFO : Epoch 1762 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1051.97 ms [2022-04-13 19:43:27 main:574] : INFO : Epoch 1763 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 1043.11 ms [2022-04-13 19:43:28 main:574] : INFO : Epoch 1764 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 1051.09 ms [2022-04-13 19:43:29 main:574] : INFO : Epoch 1765 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 1044.92 ms [2022-04-13 19:43:30 main:574] : INFO : Epoch 1766 | loss: 0.0311944 | val_loss: 0.0311922 | Time: 1050.39 ms [2022-04-13 19:43:31 main:574] : INFO : Epoch 1767 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 1047.73 ms [2022-04-13 19:43:33 main:574] : INFO : Epoch 1768 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 1052.59 ms [2022-04-13 19:43:34 main:574] : INFO : Epoch 1769 | loss: 0.0311939 | val_loss: 0.0311915 | Time: 1043.63 ms [2022-04-13 19:43:35 main:574] : INFO : Epoch 1770 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1047.9 ms [2022-04-13 19:43:36 main:574] : INFO : Epoch 1771 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1046 ms [2022-04-13 19:43:37 main:574] : INFO : Epoch 1772 | loss: 0.031194 | val_loss: 0.0311917 | Time: 1049.84 ms [2022-04-13 19:43:38 main:574] : INFO : Epoch 1773 | loss: 0.0311956 | val_loss: 0.0311917 | Time: 1052.32 ms [2022-04-13 19:43:39 main:574] : INFO : Epoch 1774 | loss: 0.0311951 | val_loss: 0.0311916 | Time: 1048.72 ms [2022-04-13 19:43:40 main:574] : INFO : Epoch 1775 | loss: 0.0311955 | val_loss: 0.0311925 | Time: 1046.85 ms [2022-04-13 19:43:42 main:574] : INFO : Epoch 1776 | loss: 0.0311951 | val_loss: 0.0311931 | Time: 1049.6 ms [2022-04-13 19:43:43 main:574] : INFO : Epoch 1777 | loss: 0.031195 | val_loss: 0.0311921 | Time: 1052.67 ms [2022-04-13 19:43:44 main:574] : INFO : Epoch 1778 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 1050.71 ms [2022-04-13 19:43:45 main:574] : INFO : Epoch 1779 | loss: 0.0311953 | val_loss: 0.0311921 | Time: 1047.14 ms [2022-04-13 19:43:46 main:574] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 1052.21 ms [2022-04-13 19:43:47 main:574] : INFO : Epoch 1781 | loss: 0.0311953 | val_loss: 0.0311937 | Time: 1050.27 ms [2022-04-13 19:43:48 main:574] : INFO : Epoch 1782 | loss: 0.0311959 | val_loss: 0.0311926 | Time: 1052.79 ms [2022-04-13 19:43:50 main:574] : INFO : Epoch 1783 | loss: 0.0311955 | val_loss: 0.0311921 | Time: 1050.19 ms [2022-04-13 19:43:51 main:574] : INFO : Epoch 1784 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 1046.44 ms [2022-04-13 19:43:52 main:574] : INFO : Epoch 1785 | loss: 0.0311959 | val_loss: 0.0311912 | Time: 1047.52 ms [2022-04-13 19:43:53 main:574] : INFO : Epoch 1786 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 1050.17 ms [2022-04-13 19:43:54 main:574] : INFO : Epoch 1787 | loss: 0.0311949 | val_loss: 0.0311912 | Time: 1048 ms [2022-04-13 19:43:55 main:574] : INFO : Epoch 1788 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1056.75 ms [2022-04-13 19:43:56 main:574] : INFO : Epoch 1789 | loss: 0.0311948 | val_loss: 0.031194 | Time: 1052.57 ms [2022-04-13 19:43:57 main:574] : INFO : Epoch 1790 | loss: 0.0311947 | val_loss: 0.0311912 | Time: 1053.49 ms [2022-04-13 19:43:58 main:574] : INFO : Epoch 1791 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 1049.48 ms [2022-04-13 19:44:00 main:574] : INFO : Epoch 1792 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1052.09 ms [2022-04-13 19:44:01 main:574] : INFO : Epoch 1793 | loss: 0.0311943 | val_loss: 0.031193 | Time: 1050.02 ms [2022-04-13 19:44:02 main:574] : INFO : Epoch 1794 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1048.24 ms [2022-04-13 19:44:03 main:574] : INFO : Epoch 1795 | loss: 0.0311961 | val_loss: 0.0311964 | Time: 1054.19 ms [2022-04-13 19:44:04 main:574] : INFO : Epoch 1796 | loss: 0.0312009 | val_loss: 0.0311939 | Time: 1055.76 ms [2022-04-13 19:44:05 main:574] : INFO : Epoch 1797 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 1054.1 ms [2022-04-13 19:44:06 main:574] : INFO : Epoch 1798 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 1047.28 ms [2022-04-13 19:44:08 main:574] : INFO : Epoch 1799 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 1050.43 ms [2022-04-13 19:44:09 main:574] : INFO : Epoch 1800 | loss: 0.0311948 | val_loss: 0.031192 | Time: 1104.73 ms [2022-04-13 19:44:10 main:574] : INFO : Epoch 1801 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1054.33 ms [2022-04-13 19:44:11 main:574] : INFO : Epoch 1802 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1053.34 ms [2022-04-13 19:44:12 main:574] : INFO : Epoch 1803 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 1060.91 ms [2022-04-13 19:44:13 main:574] : INFO : Epoch 1804 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 1051.48 ms [2022-04-13 19:44:14 main:574] : INFO : Epoch 1805 | loss: 0.0311954 | val_loss: 0.0311916 | Time: 1043.91 ms [2022-04-13 19:44:15 main:574] : INFO : Epoch 1806 | loss: 0.0311961 | val_loss: 0.0311926 | Time: 1054.84 ms [2022-04-13 19:44:17 main:574] : INFO : Epoch 1807 | loss: 0.031195 | val_loss: 0.0311916 | Time: 1053.58 ms [2022-04-13 19:44:18 main:574] : INFO : Epoch 1808 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1056.39 ms [2022-04-13 19:44:19 main:574] : INFO : Epoch 1809 | loss: 0.031194 | val_loss: 0.0311913 | Time: 1052.54 ms [2022-04-13 19:44:20 main:574] : INFO : Epoch 1810 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 1053.73 ms [2022-04-13 19:44:21 main:574] : INFO : Epoch 1811 | loss: 0.0311946 | val_loss: 0.0311912 | Time: 1051.53 ms [2022-04-13 19:44:22 main:574] : INFO : Epoch 1812 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 1052.89 ms [2022-04-13 19:44:23 main:574] : INFO : Epoch 1813 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 1052.97 ms [2022-04-13 19:44:25 main:574] : INFO : Epoch 1814 | loss: 0.0311945 | val_loss: 0.0311979 | Time: 1051.53 ms [2022-04-13 19:44:26 main:574] : INFO : Epoch 1815 | loss: 0.031196 | val_loss: 0.0311942 | Time: 1053.71 ms [2022-04-13 19:44:27 main:574] : INFO : Epoch 1816 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 1058.04 ms [2022-04-13 19:44:28 main:574] : INFO : Epoch 1817 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1053.1 ms [2022-04-13 19:44:29 main:574] : INFO : Epoch 1818 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 1053.03 ms [2022-04-13 19:44:30 main:574] : INFO : Epoch 1819 | loss: 0.0311957 | val_loss: 0.0311925 | Time: 1051.67 ms [2022-04-13 19:44:31 main:574] : INFO : Epoch 1820 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1054.28 ms [2022-04-13 19:44:33 main:574] : INFO : Epoch 1821 | loss: 0.0311942 | val_loss: 0.0311922 | Time: 1047.4 ms [2022-04-13 19:44:34 main:574] : INFO : Epoch 1822 | loss: 0.0311947 | val_loss: 0.0311921 | Time: 1055.84 ms [2022-04-13 19:44:35 main:574] : INFO : Epoch 1823 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 1051.27 ms [2022-04-13 19:44:36 main:574] : INFO : Epoch 1824 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1047.97 ms [2022-04-13 19:44:37 main:574] : INFO : Epoch 1825 | loss: 0.0311948 | val_loss: 0.0311932 | Time: 1054.9 ms [2022-04-13 19:44:38 main:574] : INFO : Epoch 1826 | loss: 0.0311949 | val_loss: 0.0311931 | Time: 1052.81 ms [2022-04-13 19:44:39 main:574] : INFO : Epoch 1827 | loss: 0.0311952 | val_loss: 0.0311933 | Time: 1050.86 ms [2022-04-13 19:44:41 main:574] : INFO : Epoch 1828 | loss: 0.0311952 | val_loss: 0.0311922 | Time: 1051.12 ms [2022-04-13 19:44:42 main:574] : INFO : Epoch 1829 | loss: 0.0311951 | val_loss: 0.031192 | Time: 1056.34 ms [2022-04-13 19:44:43 main:574] : INFO : Epoch 1830 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 1053.05 ms [2022-04-13 19:44:44 main:574] : INFO : Epoch 1831 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 1048.94 ms [2022-04-13 19:44:45 main:574] : INFO : Epoch 1832 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1052.97 ms [2022-04-13 19:44:46 main:574] : INFO : Epoch 1833 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 1049.41 ms [2022-04-13 19:44:47 main:574] : INFO : Epoch 1834 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1053.9 ms [2022-04-13 19:44:48 main:574] : INFO : Epoch 1835 | loss: 0.0311946 | val_loss: 0.031192 | Time: 1052.93 ms [2022-04-13 19:44:50 main:574] : INFO : Epoch 1836 | loss: 0.031196 | val_loss: 0.0311953 | Time: 1051.55 ms [2022-04-13 19:44:51 main:574] : INFO : Epoch 1837 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 1052.56 ms [2022-04-13 19:44:52 main:574] : INFO : Epoch 1838 | loss: 0.0311959 | val_loss: 0.0311913 | Time: 1052.81 ms [2022-04-13 19:44:53 main:574] : INFO : Epoch 1839 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 1055.92 ms [2022-04-13 19:44:54 main:574] : INFO : Epoch 1840 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1050.21 ms [2022-04-13 19:44:55 main:574] : INFO : Epoch 1841 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 1056.81 ms [2022-04-13 19:44:56 main:574] : INFO : Epoch 1842 | loss: 0.0311956 | val_loss: 0.0311917 | Time: 1054.18 ms [2022-04-13 19:44:57 main:574] : INFO : Epoch 1843 | loss: 0.0311948 | val_loss: 0.0311933 | Time: 1049.8 ms [2022-04-13 19:44:59 main:574] : INFO : Epoch 1844 | loss: 0.0311961 | val_loss: 0.0311915 | Time: 1058.06 ms [2022-04-13 19:45:00 main:574] : INFO : Epoch 1845 | loss: 0.0311978 | val_loss: 0.0311933 | Time: 1051.95 ms [2022-04-13 19:45:01 main:574] : INFO : Epoch 1846 | loss: 0.0311958 | val_loss: 0.0311919 | Time: 1053.04 ms [2022-04-13 19:45:02 main:574] : INFO : Epoch 1847 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1045.43 ms [2022-04-13 19:45:03 main:574] : INFO : Epoch 1848 | loss: 0.0311947 | val_loss: 0.0311925 | Time: 1053.57 ms [2022-04-13 19:45:04 main:574] : INFO : Epoch 1849 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1051.37 ms [2022-04-13 19:45:05 main:574] : INFO : Epoch 1850 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1049.79 ms [2022-04-13 19:45:07 main:574] : INFO : Epoch 1851 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 1067.39 ms [2022-04-13 19:45:08 main:574] : INFO : Epoch 1852 | loss: 0.031194 | val_loss: 0.0311953 | Time: 1051.69 ms [2022-04-13 19:45:09 main:574] : INFO : Epoch 1853 | loss: 0.0311964 | val_loss: 0.0311943 | Time: 1052.35 ms [2022-04-13 19:45:10 main:574] : INFO : Epoch 1854 | loss: 0.0311971 | val_loss: 0.0311919 | Time: 1055.33 ms [2022-04-13 19:45:11 main:574] : INFO : Epoch 1855 | loss: 0.0311959 | val_loss: 0.0311915 | Time: 1043.56 ms [2022-04-13 19:45:12 main:574] : INFO : Epoch 1856 | loss: 0.0311954 | val_loss: 0.0311912 | Time: 1053.05 ms [2022-04-13 19:45:13 main:574] : INFO : Epoch 1857 | loss: 0.0311946 | val_loss: 0.0311916 | Time: 1053.19 ms [2022-04-13 19:45:14 main:574] : INFO : Epoch 1858 | loss: 0.0311946 | val_loss: 0.0311918 | Time: 1053.32 ms [2022-04-13 19:45:16 main:574] : INFO : Epoch 1859 | loss: 0.031196 | val_loss: 0.0311915 | Time: 1051.9 ms [2022-04-13 19:45:17 main:574] : INFO : Epoch 1860 | loss: 0.0311951 | val_loss: 0.0311923 | Time: 1050.5 ms [2022-04-13 19:45:18 main:574] : INFO : Epoch 1861 | loss: 0.031195 | val_loss: 0.0311913 | Time: 1053.81 ms [2022-04-13 19:45:19 main:574] : INFO : Epoch 1862 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 1051.62 ms [2022-04-13 19:45:20 main:574] : INFO : Epoch 1863 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 1049.41 ms [2022-04-13 19:45:21 main:574] : INFO : Epoch 1864 | loss: 0.0311952 | val_loss: 0.0311911 | Time: 1045.93 ms [2022-04-13 19:45:22 main:574] : INFO : Epoch 1865 | loss: 0.031194 | val_loss: 0.0311923 | Time: 1062.23 ms [2022-04-13 19:45:23 main:574] : INFO : Epoch 1866 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 1052.97 ms [2022-04-13 19:45:25 main:574] : INFO : Epoch 1867 | loss: 0.0311956 | val_loss: 0.0311925 | Time: 1047.92 ms [2022-04-13 19:45:26 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0311912 | Time: 1053.68 ms [2022-04-13 19:45:27 main:574] : INFO : Epoch 1869 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1062.85 ms [2022-04-13 19:45:28 main:574] : INFO : Epoch 1870 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1051.14 ms [2022-04-13 19:45:29 main:574] : INFO : Epoch 1871 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 1046.51 ms [2022-04-13 19:45:30 main:574] : INFO : Epoch 1872 | loss: 0.0311941 | val_loss: 0.0311935 | Time: 1053.31 ms [2022-04-13 19:45:31 main:574] : INFO : Epoch 1873 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1045.91 ms [2022-04-13 19:45:32 main:574] : INFO : Epoch 1874 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 1057.37 ms [2022-04-13 19:45:34 main:574] : INFO : Epoch 1875 | loss: 0.031196 | val_loss: 0.0311938 | Time: 1051.8 ms [2022-04-13 19:45:35 main:574] : INFO : Epoch 1876 | loss: 0.031195 | val_loss: 0.0311918 | Time: 1052.03 ms [2022-04-13 19:45:36 main:574] : INFO : Epoch 1877 | loss: 0.0311942 | val_loss: 0.031192 | Time: 1050.61 ms [2022-04-13 19:45:37 main:574] : INFO : Epoch 1878 | loss: 0.0311947 | val_loss: 0.0311927 | Time: 1052.71 ms [2022-04-13 19:45:38 main:574] : INFO : Epoch 1879 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 1054.13 ms [2022-04-13 19:45:39 main:574] : INFO : Epoch 1880 | loss: 0.0311968 | val_loss: 0.0311917 | Time: 1054.06 ms [2022-04-13 19:45:40 main:574] : INFO : Epoch 1881 | loss: 0.0311955 | val_loss: 0.0311917 | Time: 1051.04 ms [2022-04-13 19:45:42 main:574] : INFO : Epoch 1882 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 1052.28 ms [2022-04-13 19:45:43 main:574] : INFO : Epoch 1883 | loss: 0.0311952 | val_loss: 0.0311921 | Time: 1051.85 ms [2022-04-13 19:45:44 main:574] : INFO : Epoch 1884 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 1054.98 ms [2022-04-13 19:45:45 main:574] : INFO : Epoch 1885 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1054 ms [2022-04-13 19:45:46 main:574] : INFO : Epoch 1886 | loss: 0.0311939 | val_loss: 0.0311915 | Time: 1055.13 ms [2022-04-13 19:45:47 main:574] : INFO : Epoch 1887 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 1054.96 ms [2022-04-13 19:45:48 main:574] : INFO : Epoch 1888 | loss: 0.0311953 | val_loss: 0.0311917 | Time: 1054.4 ms [2022-04-13 19:45:50 main:574] : INFO : Epoch 1889 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1050.75 ms [2022-04-13 19:45:51 main:574] : INFO : Epoch 1890 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 1052.91 ms [2022-04-13 19:45:52 main:574] : INFO : Epoch 1891 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 1049.92 ms [2022-04-13 19:45:53 main:574] : INFO : Epoch 1892 | loss: 0.0311971 | val_loss: 0.0311927 | Time: 1052.99 ms [2022-04-13 19:45:54 main:574] : INFO : Epoch 1893 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 1046.96 ms [2022-04-13 19:45:55 main:574] : INFO : Epoch 1894 | loss: 0.0311944 | val_loss: 0.0311924 | Time: 1051.72 ms [2022-04-13 19:45:56 main:574] : INFO : Epoch 1895 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1054.13 ms [2022-04-13 19:45:57 main:574] : INFO : Epoch 1896 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1050 ms [2022-04-13 19:45:59 main:574] : INFO : Epoch 1897 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 1060.15 ms [2022-04-13 19:46:00 main:574] : INFO : Epoch 1898 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 1048.8 ms [2022-04-13 19:46:01 main:574] : INFO : Epoch 1899 | loss: 0.0311948 | val_loss: 0.031193 | Time: 1054.99 ms [2022-04-13 19:46:02 main:574] : INFO : Epoch 1900 | loss: 0.0311952 | val_loss: 0.0311918 | Time: 1052.87 ms [2022-04-13 19:46:03 main:574] : INFO : Epoch 1901 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1056.58 ms [2022-04-13 19:46:04 main:574] : INFO : Epoch 1902 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 1047.5 ms [2022-04-13 19:46:05 main:574] : INFO : Epoch 1903 | loss: 0.0311945 | val_loss: 0.0311911 | Time: 1050.85 ms [2022-04-13 19:46:06 main:574] : INFO : Epoch 1904 | loss: 0.0311941 | val_loss: 0.0311912 | Time: 1049.77 ms [2022-04-13 19:46:08 main:574] : INFO : Epoch 1905 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 1047.38 ms [2022-04-13 19:46:09 main:574] : INFO : Epoch 1906 | loss: 0.0311947 | val_loss: 0.0311967 | Time: 1054.7 ms [2022-04-13 19:46:10 main:574] : INFO : Epoch 1907 | loss: 0.0311972 | val_loss: 0.0311914 | Time: 1050.81 ms [2022-04-13 19:46:11 main:574] : INFO : Epoch 1908 | loss: 0.0311953 | val_loss: 0.0311914 | Time: 1054.95 ms [2022-04-13 19:46:12 main:574] : INFO : Epoch 1909 | loss: 0.0311957 | val_loss: 0.0311934 | Time: 1048.14 ms [2022-04-13 19:46:13 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 1056.29 ms [2022-04-13 19:46:14 main:574] : INFO : Epoch 1911 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 1048.57 ms [2022-04-13 19:46:16 main:574] : INFO : Epoch 1912 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 1047.59 ms [2022-04-13 19:46:17 main:574] : INFO : Epoch 1913 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 1060.04 ms [2022-04-13 19:46:18 main:574] : INFO : Epoch 1914 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1054.35 ms [2022-04-13 19:46:19 main:574] : INFO : Epoch 1915 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1052.23 ms [2022-04-13 19:46:20 main:574] : INFO : Epoch 1916 | loss: 0.0311946 | val_loss: 0.0311917 | Time: 1051.38 ms [2022-04-13 19:46:21 main:574] : INFO : Epoch 1917 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 1052.32 ms [2022-04-13 19:46:22 main:574] : INFO : Epoch 1918 | loss: 0.0311966 | val_loss: 0.0311939 | Time: 1050.47 ms [2022-04-13 19:46:23 main:574] : INFO : Epoch 1919 | loss: 0.0311956 | val_loss: 0.0311923 | Time: 1054.04 ms [2022-04-13 19:46:24 main:574] : INFO : Epoch 1920 | loss: 0.0311963 | val_loss: 0.0311922 | Time: 1053.85 ms [2022-04-13 19:46:26 main:574] : INFO : Epoch 1921 | loss: 0.0311952 | val_loss: 0.0311935 | Time: 1051.27 ms [2022-04-13 19:46:27 main:574] : INFO : Epoch 1922 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 1052.79 ms [2022-04-13 19:46:28 main:574] : INFO : Epoch 1923 | loss: 0.031195 | val_loss: 0.0311933 | Time: 1050.98 ms [2022-04-13 19:46:29 main:574] : INFO : Epoch 1924 | loss: 0.0311951 | val_loss: 0.0311917 | Time: 1063.65 ms [2022-04-13 19:46:30 main:574] : INFO : Epoch 1925 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 1049.91 ms [2022-04-13 19:46:31 main:574] : INFO : Epoch 1926 | loss: 0.0311943 | val_loss: 0.0311921 | Time: 1051.31 ms [2022-04-13 19:46:32 main:574] : INFO : Epoch 1927 | loss: 0.0311947 | val_loss: 0.0311937 | Time: 1050.01 ms [2022-04-13 19:46:34 main:574] : INFO : Epoch 1928 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 1058.62 ms [2022-04-13 19:46:35 main:574] : INFO : Epoch 1929 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 1050.35 ms [2022-04-13 19:46:36 main:574] : INFO : Epoch 1930 | loss: 0.0311957 | val_loss: 0.0311912 | Time: 1050.88 ms [2022-04-13 19:46:37 main:574] : INFO : Epoch 1931 | loss: 0.0311952 | val_loss: 0.0311927 | Time: 1051.69 ms [2022-04-13 19:46:38 main:574] : INFO : Epoch 1932 | loss: 0.0311946 | val_loss: 0.0311923 | Time: 1052.24 ms [2022-04-13 19:46:39 main:574] : INFO : Epoch 1933 | loss: 0.0311949 | val_loss: 0.0311924 | Time: 1051.4 ms [2022-04-13 19:46:40 main:574] : INFO : Epoch 1934 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 1052.87 ms [2022-04-13 19:46:41 main:574] : INFO : Epoch 1935 | loss: 0.0311949 | val_loss: 0.0311934 | Time: 1047.53 ms [2022-04-13 19:46:43 main:574] : INFO : Epoch 1936 | loss: 0.0311966 | val_loss: 0.0311933 | Time: 1050.25 ms [2022-04-13 19:46:44 main:574] : INFO : Epoch 1937 | loss: 0.0311951 | val_loss: 0.0311919 | Time: 1056.9 ms [2022-04-13 19:46:45 main:574] : INFO : Epoch 1938 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 1047.97 ms [2022-04-13 19:46:46 main:574] : INFO : Epoch 1939 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 1046.67 ms [2022-04-13 19:46:47 main:574] : INFO : Epoch 1940 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1053.85 ms [2022-04-13 19:46:48 main:574] : INFO : Epoch 1941 | loss: 0.0311944 | val_loss: 0.0311917 | Time: 1053.65 ms [2022-04-13 19:46:49 main:574] : INFO : Epoch 1942 | loss: 0.0311947 | val_loss: 0.0311925 | Time: 1057.19 ms [2022-04-13 19:46:50 main:574] : INFO : Epoch 1943 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 1049.6 ms [2022-04-13 19:46:52 main:574] : INFO : Epoch 1944 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1055.41 ms [2022-04-13 19:46:53 main:574] : INFO : Epoch 1945 | loss: 0.0311942 | val_loss: 0.0311926 | Time: 1052.12 ms [2022-04-13 19:46:54 main:574] : INFO : Epoch 1946 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1051.63 ms [2022-04-13 19:46:55 main:574] : INFO : Epoch 1947 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 1054.14 ms [2022-04-13 19:46:56 main:574] : INFO : Epoch 1948 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 1055.1 ms [2022-04-13 19:46:57 main:574] : INFO : Epoch 1949 | loss: 0.0311952 | val_loss: 0.0311969 | Time: 1050.67 ms [2022-04-13 19:46:58 main:574] : INFO : Epoch 1950 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 1054.79 ms [2022-04-13 19:46:59 main:574] : INFO : Epoch 1951 | loss: 0.0311959 | val_loss: 0.0311916 | Time: 1046.69 ms [2022-04-13 19:47:01 main:574] : INFO : Epoch 1952 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 1047.57 ms [2022-04-13 19:47:02 main:574] : INFO : Epoch 1953 | loss: 0.0311958 | val_loss: 0.0311929 | Time: 1046.69 ms [2022-04-13 19:47:03 main:574] : INFO : Epoch 1954 | loss: 0.031195 | val_loss: 0.0311928 | Time: 1053.35 ms [2022-04-13 19:47:04 main:574] : INFO : Epoch 1955 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 1048.29 ms [2022-04-13 19:47:05 main:574] : INFO : Epoch 1956 | loss: 0.0311946 | val_loss: 0.0311926 | Time: 1049.24 ms [2022-04-13 19:47:06 main:574] : INFO : Epoch 1957 | loss: 0.0311952 | val_loss: 0.0311932 | Time: 1056.28 ms [2022-04-13 19:47:07 main:574] : INFO : Epoch 1958 | loss: 0.0311946 | val_loss: 0.0311915 | Time: 1050.72 ms [2022-04-13 19:47:09 main:574] : INFO : Epoch 1959 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 1056.39 ms [2022-04-13 19:47:10 main:574] : INFO : Epoch 1960 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 1054.09 ms [2022-04-13 19:47:11 main:574] : INFO : Epoch 1961 | loss: 0.0311962 | val_loss: 0.0311911 | Time: 1053.15 ms [2022-04-13 19:47:12 main:574] : INFO : Epoch 1962 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1055 ms [2022-04-13 19:47:13 main:574] : INFO : Epoch 1963 | loss: 0.0311949 | val_loss: 0.0311938 | Time: 1053.03 ms [2022-04-13 19:47:14 main:574] : INFO : Epoch 1964 | loss: 0.0311954 | val_loss: 0.0311937 | Time: 1046.71 ms [2022-04-13 19:47:15 main:574] : INFO : Epoch 1965 | loss: 0.0311949 | val_loss: 0.0311913 | Time: 1052.44 ms [2022-04-13 19:47:16 main:574] : INFO : Epoch 1966 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 1053.6 ms [2022-04-13 19:47:18 main:574] : INFO : Epoch 1967 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 1047.81 ms [2022-04-13 19:47:19 main:574] : INFO : Epoch 1968 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 1068.34 ms [2022-04-13 19:47:20 main:574] : INFO : Epoch 1969 | loss: 0.0311953 | val_loss: 0.0311931 | Time: 1047.09 ms [2022-04-13 19:47:21 main:574] : INFO : Epoch 1970 | loss: 0.0311956 | val_loss: 0.0311936 | Time: 1052.65 ms [2022-04-13 19:47:22 main:574] : INFO : Epoch 1971 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 1050.11 ms [2022-04-13 19:47:23 main:574] : INFO : Epoch 1972 | loss: 0.031196 | val_loss: 0.031192 | Time: 1052.6 ms [2022-04-13 19:47:24 main:574] : INFO : Epoch 1973 | loss: 0.0311946 | val_loss: 0.0311912 | Time: 1050.41 ms [2022-04-13 19:47:25 main:574] : INFO : Epoch 1974 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 1050.31 ms [2022-04-13 19:47:27 main:574] : INFO : Epoch 1975 | loss: 0.0311945 | val_loss: 0.031194 | Time: 1054.76 ms [2022-04-13 19:47:28 main:574] : INFO : Epoch 1976 | loss: 0.0311954 | val_loss: 0.0311916 | Time: 1058.78 ms [2022-04-13 19:47:29 main:574] : INFO : Epoch 1977 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1047.95 ms [2022-04-13 19:47:30 main:574] : INFO : Epoch 1978 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 1046.35 ms [2022-04-13 19:47:31 main:574] : INFO : Epoch 1979 | loss: 0.0311946 | val_loss: 0.0311942 | Time: 1051.56 ms [2022-04-13 19:47:32 main:574] : INFO : Epoch 1980 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 1050.3 ms [2022-04-13 19:47:33 main:574] : INFO : Epoch 1981 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1057.84 ms [2022-04-13 19:47:34 main:574] : INFO : Epoch 1982 | loss: 0.0311944 | val_loss: 0.031196 | Time: 1051.67 ms [2022-04-13 19:47:36 main:574] : INFO : Epoch 1983 | loss: 0.0311973 | val_loss: 0.0311917 | Time: 1052.62 ms [2022-04-13 19:47:37 main:574] : INFO : Epoch 1984 | loss: 0.0311958 | val_loss: 0.0311931 | Time: 1046.65 ms [2022-04-13 19:47:38 main:574] : INFO : Epoch 1985 | loss: 0.0311958 | val_loss: 0.0311927 | Time: 1052.14 ms [2022-04-13 19:47:39 main:574] : INFO : Epoch 1986 | loss: 0.0311959 | val_loss: 0.0311946 | Time: 1055.67 ms [2022-04-13 19:47:40 main:574] : INFO : Epoch 1987 | loss: 0.0311946 | val_loss: 0.0311915 | Time: 1052.19 ms [2022-04-13 19:47:41 main:574] : INFO : Epoch 1988 | loss: 0.031194 | val_loss: 0.0311913 | Time: 1049.26 ms [2022-04-13 19:47:42 main:574] : INFO : Epoch 1989 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1052.55 ms [2022-04-13 19:47:44 main:574] : INFO : Epoch 1990 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 1054.85 ms [2022-04-13 19:47:45 main:574] : INFO : Epoch 1991 | loss: 0.0311944 | val_loss: 0.0311917 | Time: 1051.31 ms [2022-04-13 19:47:46 main:574] : INFO : Epoch 1992 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 1047.62 ms [2022-04-13 19:47:47 main:574] : INFO : Epoch 1993 | loss: 0.0311944 | val_loss: 0.0311916 | Time: 1052.4 ms [2022-04-13 19:47:48 main:574] : INFO : Epoch 1994 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 1061.39 ms [2022-04-13 19:47:49 main:574] : INFO : Epoch 1995 | loss: 0.0311951 | val_loss: 0.0311925 | Time: 1049.44 ms [2022-04-13 19:47:50 main:574] : INFO : Epoch 1996 | loss: 0.0311967 | val_loss: 0.031202 | Time: 1073.46 ms [2022-04-13 19:47:51 main:574] : INFO : Epoch 1997 | loss: 0.0311974 | val_loss: 0.0311952 | Time: 1051.06 ms [2022-04-13 19:47:53 main:574] : INFO : Epoch 1998 | loss: 0.0311973 | val_loss: 0.0311946 | Time: 1060.65 ms [2022-04-13 19:47:54 main:574] : INFO : Epoch 1999 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1062.09 ms [2022-04-13 19:47:55 main:574] : INFO : Epoch 2000 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 1060.21 ms [2022-04-13 19:47:56 main:574] : INFO : Epoch 2001 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 1054.4 ms [2022-04-13 19:47:57 main:574] : INFO : Epoch 2002 | loss: 0.0311952 | val_loss: 0.031194 | Time: 1061.22 ms [2022-04-13 19:47:58 main:574] : INFO : Epoch 2003 | loss: 0.0311953 | val_loss: 0.0311912 | Time: 1050.52 ms [2022-04-13 19:47:59 main:574] : INFO : Epoch 2004 | loss: 0.0311955 | val_loss: 0.0311916 | Time: 1051.23 ms [2022-04-13 19:48:00 main:574] : INFO : Epoch 2005 | loss: 0.0311947 | val_loss: 0.0311921 | Time: 1052.85 ms [2022-04-13 19:48:02 main:574] : INFO : Epoch 2006 | loss: 0.0311946 | val_loss: 0.0311916 | Time: 1063.92 ms [2022-04-13 19:48:03 main:574] : INFO : Epoch 2007 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 1065 ms [2022-04-13 19:48:04 main:574] : INFO : Epoch 2008 | loss: 0.0311959 | val_loss: 0.0311939 | Time: 1057 ms [2022-04-13 19:48:05 main:574] : INFO : Epoch 2009 | loss: 0.0311953 | val_loss: 0.0311917 | Time: 1055.42 ms [2022-04-13 19:48:06 main:574] : INFO : Epoch 2010 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 1051.97 ms [2022-04-13 19:48:07 main:574] : INFO : Epoch 2011 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 1052.09 ms [2022-04-13 19:48:08 main:574] : INFO : Epoch 2012 | loss: 0.0311959 | val_loss: 0.031192 | Time: 1065.98 ms [2022-04-13 19:48:10 main:574] : INFO : Epoch 2013 | loss: 0.0311945 | val_loss: 0.0311932 | Time: 1057.76 ms [2022-04-13 19:48:11 main:574] : INFO : Epoch 2014 | loss: 0.0311951 | val_loss: 0.0311916 | Time: 1053.49 ms [2022-04-13 19:48:12 main:574] : INFO : Epoch 2015 | loss: 0.0311958 | val_loss: 0.0311928 | Time: 1057.16 ms [2022-04-13 19:48:13 main:574] : INFO : Epoch 2016 | loss: 0.0311956 | val_loss: 0.0311932 | Time: 1059.1 ms [2022-04-13 19:48:14 main:574] : INFO : Epoch 2017 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 1051.64 ms [2022-04-13 19:48:15 main:574] : INFO : Epoch 2018 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1051.09 ms [2022-04-13 19:48:16 main:574] : INFO : Epoch 2019 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 1052.34 ms [2022-04-13 19:48:17 main:574] : INFO : Epoch 2020 | loss: 0.031195 | val_loss: 0.0311913 | Time: 1054.25 ms [2022-04-13 19:48:19 main:574] : INFO : Epoch 2021 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 1051.13 ms [2022-04-13 19:48:20 main:574] : INFO : Epoch 2022 | loss: 0.0311953 | val_loss: 0.0311914 | Time: 1053.09 ms [2022-04-13 19:48:21 main:574] : INFO : Epoch 2023 | loss: 0.0311989 | val_loss: 0.0311962 | Time: 1047.39 ms [2022-04-13 19:48:22 main:574] : INFO : Epoch 2024 | loss: 0.0311961 | val_loss: 0.0311916 | Time: 1055.39 ms [2022-04-13 19:48:23 main:574] : INFO : Epoch 2025 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 1057.32 ms [2022-04-13 19:48:24 main:574] : INFO : Epoch 2026 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 1052.45 ms [2022-04-13 19:48:25 main:574] : INFO : Epoch 2027 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 1048.94 ms [2022-04-13 19:48:27 main:574] : INFO : Epoch 2028 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 1052.21 ms [2022-04-13 19:48:28 main:574] : INFO : Epoch 2029 | loss: 0.0311966 | val_loss: 0.0311925 | Time: 1052.06 ms [2022-04-13 19:48:29 main:574] : INFO : Epoch 2030 | loss: 0.0311944 | val_loss: 0.031192 | Time: 1058.23 ms [2022-04-13 19:48:30 main:574] : INFO : Epoch 2031 | loss: 0.031196 | val_loss: 0.0311917 | Time: 1054.7 ms [2022-04-13 19:48:31 main:574] : INFO : Epoch 2032 | loss: 0.0311953 | val_loss: 0.0311922 | Time: 1051.69 ms [2022-04-13 19:48:32 main:574] : INFO : Epoch 2033 | loss: 0.0311948 | val_loss: 0.0311915 | Time: 1051.86 ms [2022-04-13 19:48:33 main:574] : INFO : Epoch 2034 | loss: 0.0311951 | val_loss: 0.031194 | Time: 1052.49 ms [2022-04-13 19:48:35 main:574] : INFO : Epoch 2035 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1052.31 ms [2022-04-13 19:48:36 main:574] : INFO : Epoch 2036 | loss: 0.031195 | val_loss: 0.0311917 | Time: 1048.22 ms [2022-04-13 19:48:37 main:574] : INFO : Epoch 2037 | loss: 0.0311949 | val_loss: 0.0311936 | Time: 1053.66 ms [2022-04-13 19:48:38 main:574] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 1051.47 ms [2022-04-13 19:48:39 main:574] : INFO : Epoch 2039 | loss: 0.0311962 | val_loss: 0.0311927 | Time: 1048.14 ms [2022-04-13 19:48:40 main:574] : INFO : Epoch 2040 | loss: 0.0311955 | val_loss: 0.0311915 | Time: 1058.89 ms [2022-04-13 19:48:41 main:574] : INFO : Epoch 2041 | loss: 0.0311962 | val_loss: 0.031194 | Time: 1048.24 ms [2022-04-13 19:48:42 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 1052.73 ms [2022-04-13 19:48:44 main:574] : INFO : Epoch 2043 | loss: 0.0311953 | val_loss: 0.0311914 | Time: 1052.84 ms [2022-04-13 19:48:45 main:574] : INFO : Epoch 2044 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 1055.08 ms [2022-04-13 19:48:46 main:574] : INFO : Epoch 2045 | loss: 0.0311946 | val_loss: 0.0311918 | Time: 1050.71 ms [2022-04-13 19:48:47 main:574] : INFO : Epoch 2046 | loss: 0.0311951 | val_loss: 0.0311921 | Time: 1052.38 ms [2022-04-13 19:48:48 main:574] : INFO : Epoch 2047 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 1055.64 ms [2022-04-13 19:48:49 main:574] : INFO : Epoch 2048 | loss: 0.0311942 | val_loss: 0.0311941 | Time: 1055.57 ms [2022-04-13 19:48:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311941 [2022-04-13 19:48:49 main:603] : INFO : Saving end state to config to file [2022-04-13 19:48:49 main:608] : INFO : Success, exiting.. 19:48:50 (4676): 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)