Task 14385539
| Name | ParityModified-1645997643-16047-3-0_0 |
| Workunit | 11429940 |
| Created | 5 Apr 2022, 18:50:33 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 7:46:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 37 sec |
| CPU time | 1 hours 25 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311334 | val_loss: 0.0311512 | Time: 2487.86 ms
[2022-04-11 02:24:14 main:574] : INFO : Epoch 1543 | loss: 0.0311357 | val_loss: 0.0311541 | Time: 2492.65 ms
[2022-04-11 02:24:17 main:574] : INFO : Epoch 1544 | loss: 0.0311372 | val_loss: 0.0311505 | Time: 2491.58 ms
[2022-04-11 02:24:19 main:574] : INFO : Epoch 1545 | loss: 0.0311321 | val_loss: 0.03115 | Time: 2491.62 ms
[2022-04-11 02:24:22 main:574] : INFO : Epoch 1546 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 2501.24 ms
[2022-04-11 02:24:25 main:574] : INFO : Epoch 1547 | loss: 0.0311308 | val_loss: 0.0311515 | Time: 2497.17 ms
[2022-04-11 02:24:27 main:574] : INFO : Epoch 1548 | loss: 0.0311327 | val_loss: 0.0311473 | Time: 2490.8 ms
[2022-04-11 02:24:30 main:574] : INFO : Epoch 1549 | loss: 0.0311278 | val_loss: 0.03115 | Time: 2491.96 ms
[2022-04-11 02:24:32 main:574] : INFO : Epoch 1550 | loss: 0.0311287 | val_loss: 0.0311497 | Time: 2492.2 ms
[2022-04-11 02:24:35 main:574] : INFO : Epoch 1551 | loss: 0.0311273 | val_loss: 0.0311467 | Time: 2488.91 ms
[2022-04-11 02:24:37 main:574] : INFO : Epoch 1552 | loss: 0.0311274 | val_loss: 0.0311503 | Time: 2490 ms
[2022-04-11 02:24:40 main:574] : INFO : Epoch 1553 | loss: 0.0311289 | val_loss: 0.0311479 | Time: 2494.24 ms
[2022-04-11 02:24:42 main:574] : INFO : Epoch 1554 | loss: 0.0311282 | val_loss: 0.0311493 | Time: 2489.6 ms
[2022-04-11 02:24:45 main:574] : INFO : Epoch 1555 | loss: 0.0311263 | val_loss: 0.0311481 | Time: 2487.86 ms
[2022-04-11 02:24:47 main:574] : INFO : Epoch 1556 | loss: 0.0311293 | val_loss: 0.0311546 | Time: 2493.74 ms
[2022-04-11 02:24:50 main:574] : INFO : Epoch 1557 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 2490.62 ms
[2022-04-11 02:24:52 main:574] : INFO : Epoch 1558 | loss: 0.0313184 | val_loss: 0.0318566 | Time: 2497.81 ms
[2022-04-11 02:24:55 main:574] : INFO : Epoch 1559 | loss: 0.0426707 | val_loss: 0.0777421 | Time: 2493.75 ms
[2022-04-11 02:24:57 main:574] : INFO : Epoch 1560 | loss: 0.0519598 | val_loss: 0.0326726 | Time: 2499.94 ms
[2022-04-11 02:25:00 main:574] : INFO : Epoch 1561 | loss: 0.0327785 | val_loss: 0.031407 | Time: 2500.56 ms
[2022-04-11 02:25:03 main:574] : INFO : Epoch 1562 | loss: 0.0313788 | val_loss: 0.031291 | Time: 2496.34 ms
[2022-04-11 02:25:05 main:574] : INFO : Epoch 1563 | loss: 0.0312731 | val_loss: 0.0312581 | Time: 2499.12 ms
[2022-04-11 02:25:08 main:574] : INFO : Epoch 1564 | loss: 0.0312511 | val_loss: 0.031247 | Time: 2486.95 ms
[2022-04-11 02:25:10 main:574] : INFO : Epoch 1565 | loss: 0.0312449 | val_loss: 0.0312426 | Time: 2494.82 ms
[2022-04-11 02:25:13 main:574] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.0312384 | Time: 2494.15 ms
[2022-04-11 02:25:15 main:574] : INFO : Epoch 1567 | loss: 0.0312379 | val_loss: 0.0312345 | Time: 2489.48 ms
[2022-04-11 02:25:18 main:574] : INFO : Epoch 1568 | loss: 0.0312345 | val_loss: 0.0312319 | Time: 2490.11 ms
[2022-04-11 02:25:20 main:574] : INFO : Epoch 1569 | loss: 0.0312317 | val_loss: 0.0312284 | Time: 2497.96 ms
[2022-04-11 02:25:23 main:574] : INFO : Epoch 1570 | loss: 0.0312268 | val_loss: 0.0312215 | Time: 2495.15 ms
[2022-04-11 02:25:25 main:574] : INFO : Epoch 1571 | loss: 0.0312223 | val_loss: 0.0312189 | Time: 2490.75 ms
[2022-04-11 02:25:28 main:574] : INFO : Epoch 1572 | loss: 0.0312191 | val_loss: 0.031218 | Time: 2495.64 ms
[2022-04-11 02:25:30 main:574] : INFO : Epoch 1573 | loss: 0.0312174 | val_loss: 0.0312138 | Time: 2497.75 ms
[2022-04-11 02:25:33 main:574] : INFO : Epoch 1574 | loss: 0.0312156 | val_loss: 0.031213 | Time: 2495.87 ms
[2022-04-11 02:25:35 main:574] : INFO : Epoch 1575 | loss: 0.0312147 | val_loss: 0.0312123 | Time: 2490.43 ms
[2022-04-11 02:25:38 main:574] : INFO : Epoch 1576 | loss: 0.0312136 | val_loss: 0.0312117 | Time: 2485.99 ms
[2022-04-11 02:25:41 main:574] : INFO : Epoch 1577 | loss: 0.0312125 | val_loss: 0.031211 | Time: 2495.12 ms
[2022-04-11 02:25:43 main:574] : INFO : Epoch 1578 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 2495.33 ms
[2022-04-11 02:25:46 main:574] : INFO : Epoch 1579 | loss: 0.0312094 | val_loss: 0.0312089 | Time: 2490.29 ms
[2022-04-11 02:25:48 main:574] : INFO : Epoch 1580 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 2491.28 ms
[2022-04-11 02:25:51 main:574] : INFO : Epoch 1581 | loss: 0.0312076 | val_loss: 0.0312075 | Time: 2499.99 ms
[2022-04-11 02:25:53 main:574] : INFO : Epoch 1582 | loss: 0.031206 | val_loss: 0.0312057 | Time: 2491.83 ms
[2022-04-11 02:25:56 main:574] : INFO : Epoch 1583 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 2493.81 ms
[2022-04-11 02:25:58 main:574] : INFO : Epoch 1584 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 2491.17 ms
[2022-04-11 02:26:01 main:574] : INFO : Epoch 1585 | loss: 0.0312019 | val_loss: 0.0312022 | Time: 2496.85 ms
[2022-04-11 02:26:03 main:574] : INFO : Epoch 1586 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 2496.31 ms
[2022-04-11 02:26:06 main:574] : INFO : Epoch 1587 | loss: 0.0311997 | val_loss: 0.0312005 | Time: 2493.98 ms
[2022-04-11 02:26:08 main:574] : INFO : Epoch 1588 | loss: 0.031199 | val_loss: 0.0312008 | Time: 2490.66 ms
[2022-04-11 02:26:11 main:574] : INFO : Epoch 1589 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 2494.92 ms
[2022-04-11 02:26:13 main:574] : INFO : Epoch 1590 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 2490.83 ms
[2022-04-11 02:26:16 main:574] : INFO : Epoch 1591 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 2493.85 ms
[2022-04-11 02:26:18 main:574] : INFO : Epoch 1592 | loss: 0.0311951 | val_loss: 0.0311959 | Time: 2489.52 ms
[2022-04-11 02:26:21 main:574] : INFO : Epoch 1593 | loss: 0.0311934 | val_loss: 0.0311958 | Time: 2497.07 ms
[2022-04-11 02:26:23 main:574] : INFO : Epoch 1594 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 2496.96 ms
[2022-04-11 02:26:26 main:574] : INFO : Epoch 1595 | loss: 0.0311919 | val_loss: 0.0311943 | Time: 2491.41 ms
[2022-04-11 02:26:29 main:574] : INFO : Epoch 1596 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 2495.39 ms
[2022-04-11 02:26:31 main:574] : INFO : Epoch 1597 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 2492.39 ms
[2022-04-11 02:26:34 main:574] : INFO : Epoch 1598 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 2489.22 ms
[2022-04-11 02:26:36 main:574] : INFO : Epoch 1599 | loss: 0.0311885 | val_loss: 0.0311899 | Time: 2486.64 ms
[2022-04-11 02:26:39 main:574] : INFO : Epoch 1600 | loss: 0.0311877 | val_loss: 0.03119 | Time: 2489.91 ms
[2022-04-11 02:26:41 main:574] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2495.41 ms
[2022-04-11 02:26:44 main:574] : INFO : Epoch 1602 | loss: 0.031186 | val_loss: 0.0311885 | Time: 2483.58 ms
[2022-04-11 02:26:46 main:574] : INFO : Epoch 1603 | loss: 0.031185 | val_loss: 0.0311889 | Time: 2493.63 ms
[2022-04-11 02:26:49 main:574] : INFO : Epoch 1604 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 2490 ms
[2022-04-11 02:26:51 main:574] : INFO : Epoch 1605 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 2496.34 ms
[2022-04-11 02:26:54 main:574] : INFO : Epoch 1606 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 2495.18 ms
[2022-04-11 02:26:56 main:574] : INFO : Epoch 1607 | loss: 0.0311822 | val_loss: 0.031186 | Time: 2491.27 ms
[2022-04-11 02:26:59 main:574] : INFO : Epoch 1608 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2487.26 ms
[2022-04-11 02:27:01 main:574] : INFO : Epoch 1609 | loss: 0.03118 | val_loss: 0.0311846 | Time: 2502.08 ms
[2022-04-11 02:27:04 main:574] : INFO : Epoch 1610 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2498.4 ms
[2022-04-11 02:27:06 main:574] : INFO : Epoch 1611 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 2492.53 ms
[2022-04-11 02:27:09 main:574] : INFO : Epoch 1612 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 2491.51 ms
[2022-04-11 02:27:12 main:574] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2501.93 ms
[2022-04-11 02:27:14 main:574] : INFO : Epoch 1614 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 2495.15 ms
[2022-04-11 02:27:17 main:574] : INFO : Epoch 1615 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 2497.72 ms
[2022-04-11 02:27:19 main:574] : INFO : Epoch 1616 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 2495.66 ms
[2022-04-11 02:27:22 main:574] : INFO : Epoch 1617 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 2499.8 ms
[2022-04-11 02:27:24 main:574] : INFO : Epoch 1618 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 2490.77 ms
[2022-04-11 02:27:27 main:574] : INFO : Epoch 1619 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 2492.94 ms
[2022-04-11 02:27:29 main:574] : INFO : Epoch 1620 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 2500.38 ms
[2022-04-11 02:27:32 main:574] : INFO : Epoch 1621 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 2496.15 ms
[2022-04-11 02:27:34 main:574] : INFO : Epoch 1622 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 2489.67 ms
[2022-04-11 02:27:37 main:574] : INFO : Epoch 1623 | loss: 0.0311705 | val_loss: 0.031179 | Time: 2492.52 ms
[2022-04-11 02:27:39 main:574] : INFO : Epoch 1624 | loss: 0.0311697 | val_loss: 0.0311788 | Time: 2488.26 ms
[2022-04-11 02:27:42 main:574] : INFO : Epoch 1625 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 2497.12 ms
[2022-04-11 02:27:44 main:574] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 2492.21 ms
[2022-04-11 02:27:47 main:574] : INFO : Epoch 1627 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 2490.89 ms
[2022-04-11 02:27:50 main:574] : INFO : Epoch 1628 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 2486.62 ms
[2022-04-11 02:27:52 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 2495.55 ms
[2022-04-11 02:27:55 main:574] : INFO : Epoch 1630 | loss: 0.0311722 | val_loss: 0.0311804 | Time: 2496 ms
[2022-04-11 02:27:57 main:574] : INFO : Epoch 1631 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 2492.49 ms
[2022-04-11 02:28:00 main:574] : INFO : Epoch 1632 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2495.78 ms
[2022-04-11 02:28:02 main:574] : INFO : Epoch 1633 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2500.86 ms
[2022-04-11 02:28:05 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 2495.09 ms
[2022-04-11 02:28:07 main:574] : INFO : Epoch 1635 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 2494.61 ms
[2022-04-11 02:28:10 main:574] : INFO : Epoch 1636 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2493.72 ms
[2022-04-11 02:28:12 main:574] : INFO : Epoch 1637 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 2495.02 ms
[2022-04-11 02:28:15 main:574] : INFO : Epoch 1638 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 2495.06 ms
[2022-04-11 02:28:17 main:574] : INFO : Epoch 1639 | loss: 0.0311702 | val_loss: 0.031181 | Time: 2498.08 ms
[2022-04-11 02:28:20 main:574] : INFO : Epoch 1640 | loss: 0.03117 | val_loss: 0.0311781 | Time: 2495.09 ms
[2022-04-11 02:28:22 main:574] : INFO : Epoch 1641 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 2491.65 ms
[2022-04-11 02:28:25 main:574] : INFO : Epoch 1642 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 2487.19 ms
[2022-04-11 02:28:27 main:574] : INFO : Epoch 1643 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 2493.45 ms
[2022-04-11 02:28:30 main:574] : INFO : Epoch 1644 | loss: 0.031175 | val_loss: 0.0311756 | Time: 2495.01 ms
[2022-04-11 02:28:33 main:574] : INFO : Epoch 1645 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2498.29 ms
[2022-04-11 02:28:35 main:574] : INFO : Epoch 1646 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2492.09 ms
[2022-04-11 02:28:38 main:574] : INFO : Epoch 1647 | loss: 0.031175 | val_loss: 0.0311755 | Time: 2496.72 ms
[2022-04-11 02:28:40 main:574] : INFO : Epoch 1648 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2489.77 ms
[2022-04-11 02:28:43 main:574] : INFO : Epoch 1649 | loss: 0.0311712 | val_loss: 0.031178 | Time: 2499.69 ms
[2022-04-11 02:28:45 main:574] : INFO : Epoch 1650 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2495.17 ms
[2022-04-11 02:28:48 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 2494.1 ms
[2022-04-11 02:28:50 main:574] : INFO : Epoch 1652 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 2483.67 ms
[2022-04-11 02:28:53 main:574] : INFO : Epoch 1653 | loss: 0.0311686 | val_loss: 0.031174 | Time: 2499.66 ms
[2022-04-11 02:28:55 main:574] : INFO : Epoch 1654 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2490.4 ms
[2022-04-11 02:28:58 main:574] : INFO : Epoch 1655 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 2488.85 ms
[2022-04-11 02:29:00 main:574] : INFO : Epoch 1656 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 2494.81 ms
[2022-04-11 02:29:03 main:574] : INFO : Epoch 1657 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2492.41 ms
[2022-04-11 02:29:05 main:574] : INFO : Epoch 1658 | loss: 0.0311724 | val_loss: 0.031173 | Time: 2492.02 ms
[2022-04-11 02:29:08 main:574] : INFO : Epoch 1659 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 2487.62 ms
[2022-04-11 02:29:10 main:574] : INFO : Epoch 1660 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2492.74 ms
[2022-04-11 02:29:13 main:574] : INFO : Epoch 1661 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 2492.47 ms
[2022-04-11 02:29:16 main:574] : INFO : Epoch 1662 | loss: 0.0311914 | val_loss: 0.0311891 | Time: 2493.33 ms
[2022-04-11 02:29:18 main:574] : INFO : Epoch 1663 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 2489.64 ms
[2022-04-11 02:29:21 main:574] : INFO : Epoch 1664 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 2486.19 ms
[2022-04-11 02:29:23 main:574] : INFO : Epoch 1665 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 2498.52 ms
[2022-04-11 02:29:26 main:574] : INFO : Epoch 1666 | loss: 0.0311835 | val_loss: 0.031186 | Time: 2489.23 ms
[2022-04-11 02:29:28 main:574] : INFO : Epoch 1667 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2498.5 ms
[2022-04-11 02:29:31 main:574] : INFO : Epoch 1668 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 2489 ms
[2022-04-11 02:29:33 main:574] : INFO : Epoch 1669 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2506.66 ms
[2022-04-11 02:29:36 main:574] : INFO : Epoch 1670 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 2498.61 ms
[2022-04-11 02:29:38 main:574] : INFO : Epoch 1671 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 2491.57 ms
[2022-04-11 02:29:41 main:574] : INFO : Epoch 1672 | loss: 0.0311808 | val_loss: 0.031185 | Time: 2493.76 ms
[2022-04-11 02:29:43 main:574] : INFO : Epoch 1673 | loss: 0.0311794 | val_loss: 0.03118 | Time: 2494.65 ms
[2022-04-11 02:29:46 main:574] : INFO : Epoch 1674 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 2491.09 ms
[2022-04-11 02:29:48 main:574] : INFO : Epoch 1675 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 2496.52 ms
[2022-04-11 02:29:51 main:574] : INFO : Epoch 1676 | loss: 0.031178 | val_loss: 0.0311799 | Time: 2493.3 ms
[2022-04-11 02:29:53 main:574] : INFO : Epoch 1677 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 2496.76 ms
[2022-04-11 02:29:56 main:574] : INFO : Epoch 1678 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 2494.66 ms
[2022-04-11 02:29:59 main:574] : INFO : Epoch 1679 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2491.91 ms
[2022-04-11 02:30:01 main:574] : INFO : Epoch 1680 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 2493.95 ms
[2022-04-11 02:30:04 main:574] : INFO : Epoch 1681 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2492.04 ms
[2022-04-11 02:30:06 main:574] : INFO : Epoch 1682 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2494.92 ms
[2022-04-11 02:30:09 main:574] : INFO : Epoch 1683 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2492.39 ms
[2022-04-11 02:30:11 main:574] : INFO : Epoch 1684 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 2492.85 ms
[2022-04-11 02:30:14 main:574] : INFO : Epoch 1685 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 2497.98 ms
[2022-04-11 02:30:16 main:574] : INFO : Epoch 1686 | loss: 0.0311721 | val_loss: 0.0311751 | Time: 2494.07 ms
[2022-04-11 02:30:19 main:574] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 2490.07 ms
[2022-04-11 02:30:21 main:574] : INFO : Epoch 1688 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 2492.43 ms
[2022-04-11 02:30:24 main:574] : INFO : Epoch 1689 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2491.88 ms
[2022-04-11 02:30:26 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2491.04 ms
[2022-04-11 02:30:29 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 2498.55 ms
[2022-04-11 02:30:31 main:574] : INFO : Epoch 1692 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 2493.86 ms
[2022-04-11 02:30:34 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 2495.57 ms
[2022-04-11 02:30:36 main:574] : INFO : Epoch 1694 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 2493.64 ms
[2022-04-11 02:30:39 main:574] : INFO : Epoch 1695 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2491.01 ms
[2022-04-11 02:30:42 main:574] : INFO : Epoch 1696 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 2492.07 ms
[2022-04-11 02:30:44 main:574] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.031177 | Time: 2490.34 ms
[2022-04-11 02:30:47 main:574] : INFO : Epoch 1698 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 2486.18 ms
[2022-04-11 02:30:49 main:574] : INFO : Epoch 1699 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 2489.8 ms
[2022-04-11 02:30:52 main:574] : INFO : Epoch 1700 | loss: 0.0311675 | val_loss: 0.0311761 | Time: 2483.6 ms
[2022-04-11 02:30:54 main:574] : INFO : Epoch 1701 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2502.86 ms
[2022-04-11 02:30:57 main:574] : INFO : Epoch 1702 | loss: 0.0311693 | val_loss: 0.031177 | Time: 2496.2 ms
[2022-04-11 02:30:59 main:574] : INFO : Epoch 1703 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 2492.94 ms
[2022-04-11 02:31:02 main:574] : INFO : Epoch 1704 | loss: 0.0311664 | val_loss: 0.0311774 | Time: 2490.98 ms
[2022-04-11 02:31:04 main:574] : INFO : Epoch 1705 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 2498.6 ms
[2022-04-11 02:31:07 main:574] : INFO : Epoch 1706 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 2493.21 ms
[2022-04-11 02:31:09 main:574] : INFO : Epoch 1707 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 2489.36 ms
[2022-04-11 02:31:12 main:574] : INFO : Epoch 1708 | loss: 0.0311664 | val_loss: 0.0311771 | Time: 2494.56 ms
[2022-04-11 02:31:14 main:574] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 2495.84 ms
[2022-04-11 02:31:17 main:574] : INFO : Epoch 1710 | loss: 0.0311674 | val_loss: 0.031183 | Time: 2490.57 ms
[2022-04-11 02:31:19 main:574] : INFO : Epoch 1711 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2487.08 ms
[2022-04-11 02:31:22 main:574] : INFO : Epoch 1712 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 2487.41 ms
[2022-04-11 02:31:25 main:574] : INFO : Epoch 1713 | loss: 0.0311673 | val_loss: 0.031174 | Time: 2496.61 ms
[2022-04-11 02:31:27 main:574] : INFO : Epoch 1714 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 2495.87 ms
[2022-04-11 02:31:30 main:574] : INFO : Epoch 1715 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 2493.64 ms
[2022-04-11 02:31:32 main:574] : INFO : Epoch 1716 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 2491.91 ms
[2022-04-11 02:31:35 main:574] : INFO : Epoch 1717 | loss: 0.031167 | val_loss: 0.0311761 | Time: 2494.25 ms
[2022-04-11 02:31:37 main:574] : INFO : Epoch 1718 | loss: 0.0311646 | val_loss: 0.0311748 | Time: 2490.87 ms
[2022-04-11 02:31:40 main:574] : INFO : Epoch 1719 | loss: 0.0311637 | val_loss: 0.031173 | Time: 2495.43 ms
[2022-04-11 02:31:42 main:574] : INFO : Epoch 1720 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 2494.18 ms
[2022-04-11 02:31:45 main:574] : INFO : Epoch 1721 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 2492.07 ms
[2022-04-11 02:31:47 main:574] : INFO : Epoch 1722 | loss: 0.0311635 | val_loss: 0.031175 | Time: 2488.41 ms
[2022-04-11 02:31:50 main:574] : INFO : Epoch 1723 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 2493.78 ms
[2022-04-11 02:31:52 main:574] : INFO : Epoch 1724 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 2490.84 ms
[2022-04-11 02:31:55 main:574] : INFO : Epoch 1725 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 2502.76 ms
[2022-04-11 02:31:57 main:574] : INFO : Epoch 1726 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 2495.15 ms
[2022-04-11 02:32:00 main:574] : INFO : Epoch 1727 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 2496.65 ms
[2022-04-11 02:32:02 main:574] : INFO : Epoch 1728 | loss: 0.0311639 | val_loss: 0.0311773 | Time: 2495.94 ms
[2022-04-11 02:32:05 main:574] : INFO : Epoch 1729 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 2496.44 ms
[2022-04-11 02:32:08 main:574] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 2494.57 ms
[2022-04-11 02:32:10 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 2496.98 ms
[2022-04-11 02:32:13 main:574] : INFO : Epoch 1732 | loss: 0.031172 | val_loss: 0.0311823 | Time: 2489.16 ms
[2022-04-11 02:32:15 main:574] : INFO : Epoch 1733 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2503.7 ms
[2022-04-11 02:32:18 main:574] : INFO : Epoch 1734 | loss: 0.031173 | val_loss: 0.0311763 | Time: 2487.95 ms
[2022-04-11 02:32:20 main:574] : INFO : Epoch 1735 | loss: 0.03117 | val_loss: 0.0311751 | Time: 2492.14 ms
[2022-04-11 02:32:23 main:574] : INFO : Epoch 1736 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2483.73 ms
[2022-04-11 02:32:25 main:574] : INFO : Epoch 1737 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 2498.72 ms
[2022-04-11 02:32:28 main:574] : INFO : Epoch 1738 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 2489.4 ms
[2022-04-11 02:32:30 main:574] : INFO : Epoch 1739 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2493.77 ms
[2022-04-11 02:32:33 main:574] : INFO : Epoch 1740 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 2489.06 ms
[2022-04-11 02:32:35 main:574] : INFO : Epoch 1741 | loss: 0.031167 | val_loss: 0.0311752 | Time: 2495.42 ms
[2022-04-11 02:32:38 main:574] : INFO : Epoch 1742 | loss: 0.031164 | val_loss: 0.0311751 | Time: 2495.49 ms
[2022-04-11 02:32:40 main:574] : INFO : Epoch 1743 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 2495.73 ms
[2022-04-11 02:32:43 main:574] : INFO : Epoch 1744 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 2492.95 ms
[2022-04-11 02:32:45 main:574] : INFO : Epoch 1745 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 2495.63 ms
[2022-04-11 02:32:48 main:574] : INFO : Epoch 1746 | loss: 0.031165 | val_loss: 0.0311767 | Time: 2493.24 ms
[2022-04-11 02:32:51 main:574] : INFO : Epoch 1747 | loss: 0.031163 | val_loss: 0.0311748 | Time: 2495.57 ms
[2022-04-11 02:32:53 main:574] : INFO : Epoch 1748 | loss: 0.0311628 | val_loss: 0.0311747 | Time: 2492.87 ms
[2022-04-11 02:32:56 main:574] : INFO : Epoch 1749 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 2495.53 ms
[2022-04-11 02:32:58 main:574] : INFO : Epoch 1750 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 2494.37 ms
[2022-04-11 02:33:01 main:574] : INFO : Epoch 1751 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 2488.9 ms
[2022-04-11 02:33:03 main:574] : INFO : Epoch 1752 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 2499.74 ms
[2022-04-11 02:33:06 main:574] : INFO : Epoch 1753 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 2493.32 ms
[2022-04-11 02:33:08 main:574] : INFO : Epoch 1754 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 2497.88 ms
[2022-04-11 02:33:11 main:574] : INFO : Epoch 1755 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 2491.32 ms
[2022-04-11 02:33:13 main:574] : INFO : Epoch 1756 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 2494.47 ms
[2022-04-11 02:33:16 main:574] : INFO : Epoch 1757 | loss: 0.031161 | val_loss: 0.0311722 | Time: 2497.28 ms
[2022-04-11 02:33:18 main:574] : INFO : Epoch 1758 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 2490.48 ms
[2022-04-11 02:33:21 main:574] : INFO : Epoch 1759 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 2493.78 ms
[2022-04-11 02:33:23 main:574] : INFO : Epoch 1760 | loss: 0.0311612 | val_loss: 0.0311755 | Time: 2496.25 ms
[2022-04-11 02:33:26 main:574] : INFO : Epoch 1761 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 2498.5 ms
[2022-04-11 02:33:29 main:574] : INFO : Epoch 1762 | loss: 0.0311621 | val_loss: 0.0311769 | Time: 2495.95 ms
[2022-04-11 02:33:31 main:574] : INFO : Epoch 1763 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 2488.93 ms
[2022-04-11 02:33:34 main:574] : INFO : Epoch 1764 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 2491.42 ms
[2022-04-11 02:33:36 main:574] : INFO : Epoch 1765 | loss: 0.031161 | val_loss: 0.0311777 | Time: 2495.06 ms
[2022-04-11 02:33:39 main:574] : INFO : Epoch 1766 | loss: 0.0311593 | val_loss: 0.031178 | Time: 2488.23 ms
[2022-04-11 02:33:41 main:574] : INFO : Epoch 1767 | loss: 0.0311627 | val_loss: 0.0311764 | Time: 2496.05 ms
[2022-04-11 02:33:44 main:574] : INFO : Epoch 1768 | loss: 0.0311617 | val_loss: 0.0311784 | Time: 2490.53 ms
[2022-04-11 02:33:46 main:574] : INFO : Epoch 1769 | loss: 0.0311616 | val_loss: 0.0311807 | Time: 2496.67 ms
[2022-04-11 02:33:49 main:574] : INFO : Epoch 1770 | loss: 0.0311604 | val_loss: 0.0311757 | Time: 2499.91 ms
[2022-04-11 02:33:51 main:574] : INFO : Epoch 1771 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 2491.78 ms
[2022-04-11 02:33:54 main:574] : INFO : Epoch 1772 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 2491.73 ms
[2022-04-11 02:33:56 main:574] : INFO : Epoch 1773 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2501.28 ms
[2022-04-11 02:33:59 main:574] : INFO : Epoch 1774 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2499.97 ms
[2022-04-11 02:34:01 main:574] : INFO : Epoch 1775 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2491.68 ms
[2022-04-11 02:34:04 main:574] : INFO : Epoch 1776 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 2492.07 ms
[2022-04-11 02:34:06 main:574] : INFO : Epoch 1777 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 2495.56 ms
[2022-04-11 02:34:09 main:574] : INFO : Epoch 1778 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 2481.52 ms
[2022-04-11 02:34:12 main:574] : INFO : Epoch 1779 | loss: 0.0311593 | val_loss: 0.0311785 | Time: 2488.51 ms
[2022-04-11 02:34:14 main:574] : INFO : Epoch 1780 | loss: 0.0311602 | val_loss: 0.0311782 | Time: 2484.91 ms
[2022-04-11 02:34:17 main:574] : INFO : Epoch 1781 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2499.37 ms
[2022-04-11 02:34:19 main:574] : INFO : Epoch 1782 | loss: 0.0311598 | val_loss: 0.0311788 | Time: 2491.36 ms
[2022-04-11 02:34:22 main:574] : INFO : Epoch 1783 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 2496.16 ms
[2022-04-11 02:34:24 main:574] : INFO : Epoch 1784 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2488.9 ms
[2022-04-11 02:34:27 main:574] : INFO : Epoch 1785 | loss: 0.031158 | val_loss: 0.0311737 | Time: 2494.38 ms
[2022-04-11 02:34:29 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311774 | Time: 2491.93 ms
[2022-04-11 02:34:32 main:574] : INFO : Epoch 1787 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 2495.69 ms
[2022-04-11 02:34:34 main:574] : INFO : Epoch 1788 | loss: 0.0311585 | val_loss: 0.031174 | Time: 2493.89 ms
[2022-04-11 02:34:37 main:574] : INFO : Epoch 1789 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 2498.4 ms
[2022-04-11 02:34:39 main:574] : INFO : Epoch 1790 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 2487.86 ms
[2022-04-11 02:34:42 main:574] : INFO : Epoch 1791 | loss: 0.031157 | val_loss: 0.0311711 | Time: 2493.94 ms
[2022-04-11 02:34:45 main:574] : INFO : Epoch 1792 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2493.74 ms
[2022-04-11 02:34:47 main:574] : INFO : Epoch 1793 | loss: 0.031157 | val_loss: 0.031173 | Time: 2492.67 ms
[2022-04-11 02:34:50 main:574] : INFO : Epoch 1794 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2498.78 ms
[2022-04-11 02:34:52 main:574] : INFO : Epoch 1795 | loss: 0.0311568 | val_loss: 0.031171 | Time: 2488.25 ms
[2022-04-11 02:34:55 main:574] : INFO : Epoch 1796 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2493.09 ms
[2022-04-11 02:34:57 main:574] : INFO : Epoch 1797 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 2499.58 ms
[2022-04-11 02:35:00 main:574] : INFO : Epoch 1798 | loss: 0.0311545 | val_loss: 0.0311771 | Time: 2496.56 ms
[2022-04-11 02:35:02 main:574] : INFO : Epoch 1799 | loss: 0.0311555 | val_loss: 0.0311782 | Time: 2495.68 ms
[2022-04-11 02:35:05 main:574] : INFO : Epoch 1800 | loss: 0.0311547 | val_loss: 0.031174 | Time: 2491.26 ms
[2022-04-11 02:35:07 main:574] : INFO : Epoch 1801 | loss: 0.031154 | val_loss: 0.0311687 | Time: 2492.65 ms
[2022-04-11 02:35:10 main:574] : INFO : Epoch 1802 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2495.71 ms
[2022-04-11 02:35:12 main:574] : INFO : Epoch 1803 | loss: 0.0311542 | val_loss: 0.0311716 | Time: 2496.22 ms
[2022-04-11 02:35:15 main:574] : INFO : Epoch 1804 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 2495.85 ms
[2022-04-11 02:35:17 main:574] : INFO : Epoch 1805 | loss: 0.031153 | val_loss: 0.0311688 | Time: 2491.49 ms
[2022-04-11 02:35:20 main:574] : INFO : Epoch 1806 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 2495.09 ms
[2022-04-11 02:35:23 main:574] : INFO : Epoch 1807 | loss: 0.031155 | val_loss: 0.0311735 | Time: 2494.76 ms
[2022-04-11 02:35:25 main:574] : INFO : Epoch 1808 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 2498.35 ms
[2022-04-11 02:35:28 main:574] : INFO : Epoch 1809 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 2488.94 ms
[2022-04-11 02:35:30 main:574] : INFO : Epoch 1810 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 2500.14 ms
[2022-04-11 02:35:33 main:574] : INFO : Epoch 1811 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 2503.47 ms
[2022-04-11 02:35:35 main:574] : INFO : Epoch 1812 | loss: 0.0311544 | val_loss: 0.0311694 | Time: 2491.84 ms
[2022-04-11 02:35:38 main:574] : INFO : Epoch 1813 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 2501.34 ms
[2022-04-11 02:35:40 main:574] : INFO : Epoch 1814 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 2495.47 ms
[2022-04-11 02:35:43 main:574] : INFO : Epoch 1815 | loss: 0.0311542 | val_loss: 0.0311721 | Time: 2496.13 ms
[2022-04-11 02:35:45 main:574] : INFO : Epoch 1816 | loss: 0.0311525 | val_loss: 0.0311771 | Time: 2491.12 ms
[2022-04-11 02:35:48 main:574] : INFO : Epoch 1817 | loss: 0.0311572 | val_loss: 0.0311756 | Time: 2502.79 ms
[2022-04-11 02:35:50 main:574] : INFO : Epoch 1818 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2486.61 ms
[2022-04-11 02:35:53 main:574] : INFO : Epoch 1819 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 2490.84 ms
[2022-04-11 02:35:55 main:574] : INFO : Epoch 1820 | loss: 0.031163 | val_loss: 0.0311741 | Time: 2487.25 ms
[2022-04-11 02:35:58 main:574] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 2500.8 ms
[2022-04-11 02:36:00 main:574] : INFO : Epoch 1822 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 2488.05 ms
[2022-04-11 02:36:03 main:574] : INFO : Epoch 1823 | loss: 0.0311593 | val_loss: 0.0311739 | Time: 2495.16 ms
[2022-04-11 02:36:05 main:574] : INFO : Epoch 1824 | loss: 0.0311569 | val_loss: 0.0311748 | Time: 2487.32 ms
[2022-04-11 02:36:08 main:574] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 2492.11 ms
[2022-04-11 02:36:11 main:574] : INFO : Epoch 1826 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 2493.34 ms
[2022-04-11 02:36:13 main:574] : INFO : Epoch 1827 | loss: 0.031157 | val_loss: 0.0311712 | Time: 2497.28 ms
[2022-04-11 02:36:16 main:574] : INFO : Epoch 1828 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2490.18 ms
[2022-04-11 02:36:18 main:574] : INFO : Epoch 1829 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 2494.67 ms
[2022-04-11 02:36:21 main:574] : INFO : Epoch 1830 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 2493.28 ms
[2022-04-11 02:36:23 main:574] : INFO : Epoch 1831 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2489.65 ms
[2022-04-11 02:36:26 main:574] : INFO : Epoch 1832 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 2487.39 ms
[2022-04-11 02:36:28 main:574] : INFO : Epoch 1833 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 2495.62 ms
[2022-04-11 02:36:31 main:574] : INFO : Epoch 1834 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 2491.29 ms
[2022-04-11 02:36:33 main:574] : INFO : Epoch 1835 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 2496.34 ms
[2022-04-11 02:36:36 main:574] : INFO : Epoch 1836 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 2491.57 ms
[2022-04-11 02:36:38 main:574] : INFO : Epoch 1837 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2493.63 ms
[2022-04-11 02:36:41 main:574] : INFO : Epoch 1838 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 2503.03 ms
[2022-04-11 02:36:43 main:574] : INFO : Epoch 1839 | loss: 0.0311541 | val_loss: 0.0311647 | Time: 2495.63 ms
[2022-04-11 02:36:46 main:574] : INFO : Epoch 1840 | loss: 0.0311543 | val_loss: 0.0311689 | Time: 2492.25 ms
[2022-04-11 02:36:48 main:574] : INFO : Epoch 1841 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 2488.79 ms
[2022-04-11 02:36:51 main:574] : INFO : Epoch 1842 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 2491.05 ms
[2022-04-11 02:36:54 main:574] : INFO : Epoch 1843 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 2493.47 ms
[2022-04-11 02:36:56 main:574] : INFO : Epoch 1844 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 2491.65 ms
[2022-04-11 02:36:59 main:574] : INFO : Epoch 1845 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 2493.21 ms
[2022-04-11 02:37:01 main:574] : INFO : Epoch 1846 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 2488.49 ms
[2022-04-11 02:37:04 main:574] : INFO : Epoch 1847 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 2492.5 ms
[2022-04-11 02:37:06 main:574] : INFO : Epoch 1848 | loss: 0.0311543 | val_loss: 0.031167 | Time: 2490.83 ms
[2022-04-11 02:37:09 main:574] : INFO : Epoch 1849 | loss: 0.0311532 | val_loss: 0.031168 | Time: 2495.75 ms
[2022-04-11 02:37:11 main:574] : INFO : Epoch 1850 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 2493.54 ms
[2022-04-11 02:37:14 main:574] : INFO : Epoch 1851 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 2488.23 ms
[2022-04-11 02:37:16 main:574] : INFO : Epoch 1852 | loss: 0.031157 | val_loss: 0.0311676 | Time: 2491.71 ms
[2022-04-11 02:37:19 main:574] : INFO : Epoch 1853 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 2500.25 ms
[2022-04-11 02:37:21 main:574] : INFO : Epoch 1854 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 2501.92 ms
[2022-04-11 02:37:24 main:574] : INFO : Epoch 1855 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 2496.32 ms
[2022-04-11 02:37:26 main:574] : INFO : Epoch 1856 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 2488.87 ms
[2022-04-11 02:37:29 main:574] : INFO : Epoch 1857 | loss: 0.031171 | val_loss: 0.0311746 | Time: 2494.64 ms
[2022-04-11 02:37:31 main:574] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.031191 | Time: 2486.6 ms
[2022-04-11 02:37:34 main:574] : INFO : Epoch 1859 | loss: 0.0311848 | val_loss: 0.0311891 | Time: 2494.12 ms
[2022-04-11 02:37:37 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.0311901 | Time: 2489.14 ms
[2022-04-11 02:37:39 main:574] : INFO : Epoch 1861 | loss: 0.0311798 | val_loss: 0.0311826 | Time: 2495.15 ms
[2022-04-11 02:37:42 main:574] : INFO : Epoch 1862 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 2490.69 ms
[2022-04-11 02:37:44 main:574] : INFO : Epoch 1863 | loss: 0.0311718 | val_loss: 0.031177 | Time: 2492.74 ms
[2022-04-11 02:37:47 main:574] : INFO : Epoch 1864 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2494.3 ms
[2022-04-11 02:37:49 main:574] : INFO : Epoch 1865 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2497.96 ms
[2022-04-11 02:37:52 main:574] : INFO : Epoch 1866 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 2493.66 ms
[2022-04-11 02:37:54 main:574] : INFO : Epoch 1867 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 2494.61 ms
[2022-04-11 02:37:57 main:574] : INFO : Epoch 1868 | loss: 0.031172 | val_loss: 0.031178 | Time: 2490.83 ms
[2022-04-11 02:37:59 main:574] : INFO : Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311887 | Time: 2493.92 ms
[2022-04-11 02:38:02 main:574] : INFO : Epoch 1870 | loss: 0.0311786 | val_loss: 0.0311734 | Time: 2490.67 ms
[2022-04-11 02:38:04 main:574] : INFO : Epoch 1871 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 2497.93 ms
[2022-04-11 02:38:07 main:574] : INFO : Epoch 1872 | loss: 0.0311717 | val_loss: 0.0311857 | Time: 2487.96 ms
[2022-04-11 02:38:09 main:574] : INFO : Epoch 1873 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 2497.23 ms
[2022-04-11 02:38:12 main:574] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 2489.26 ms
[2022-04-11 02:38:14 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2490.61 ms
[2022-04-11 02:38:17 main:574] : INFO : Epoch 1876 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 2494.35 ms
[2022-04-11 02:38:19 main:574] : INFO : Epoch 1877 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 2501.18 ms
[2022-04-11 02:38:22 main:574] : INFO : Epoch 1878 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2496 ms
[2022-04-11 02:38:25 main:574] : INFO : Epoch 1879 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 2488.33 ms
[2022-04-11 02:38:27 main:574] : INFO : Epoch 1880 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 2494.07 ms
[2022-04-11 02:38:30 main:574] : INFO : Epoch 1881 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 2497.65 ms
[2022-04-11 02:38:32 main:574] : INFO : Epoch 1882 | loss: 0.031165 | val_loss: 0.0311709 | Time: 2494.89 ms
[2022-04-11 02:38:35 main:574] : INFO : Epoch 1883 | loss: 0.0311643 | val_loss: 0.031171 | Time: 2486.04 ms
[2022-04-11 02:38:37 main:574] : INFO : Epoch 1884 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 2486.27 ms
[2022-04-11 02:38:40 main:574] : INFO : Epoch 1885 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 2497.78 ms
[2022-04-11 02:38:42 main:574] : INFO : Epoch 1886 | loss: 0.031166 | val_loss: 0.0311733 | Time: 2498.58 ms
[2022-04-11 02:38:45 main:574] : INFO : Epoch 1887 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 2501.3 ms
[2022-04-11 02:38:47 main:574] : INFO : Epoch 1888 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 2492.37 ms
[2022-04-11 02:38:50 main:574] : INFO : Epoch 1889 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 2499.06 ms
[2022-04-11 02:38:52 main:574] : INFO : Epoch 1890 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 2488.16 ms
[2022-04-11 02:38:55 main:574] : INFO : Epoch 1891 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 2495.21 ms
[2022-04-11 02:38:57 main:574] : INFO : Epoch 1892 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 2492.39 ms
[2022-04-11 02:39:00 main:574] : INFO : Epoch 1893 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 2498.45 ms
[2022-04-11 02:39:03 main:574] : INFO : Epoch 1894 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2495.43 ms
[2022-04-11 02:39:05 main:574] : INFO : Epoch 1895 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2501.07 ms
[2022-04-11 02:39:08 main:574] : INFO : Epoch 1896 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 2488.04 ms
[2022-04-11 02:39:10 main:574] : INFO : Epoch 1897 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 2496.05 ms
[2022-04-11 02:39:13 main:574] : INFO : Epoch 1898 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 2493.75 ms
[2022-04-11 02:39:15 main:574] : INFO : Epoch 1899 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 2493.85 ms
[2022-04-11 02:39:18 main:574] : INFO : Epoch 1900 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 2486.62 ms
[2022-04-11 02:39:20 main:574] : INFO : Epoch 1901 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 2493.2 ms
[2022-04-11 02:39:23 main:574] : INFO : Epoch 1902 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 2491.8 ms
[2022-04-11 02:39:25 main:574] : INFO : Epoch 1903 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 2495.25 ms
[2022-04-11 02:39:28 main:574] : INFO : Epoch 1904 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 2495.86 ms
[2022-04-11 02:39:30 main:574] : INFO : Epoch 1905 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 2500.83 ms
[2022-04-11 02:39:33 main:574] : INFO : Epoch 1906 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 2497.82 ms
[2022-04-11 02:39:35 main:574] : INFO : Epoch 1907 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2493.47 ms
[2022-04-11 02:39:38 main:574] : INFO : Epoch 1908 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 2488.59 ms
[2022-04-11 02:39:41 main:574] : INFO : Epoch 1909 | loss: 0.0311691 | val_loss: 0.0311712 | Time: 2493.73 ms
[2022-04-11 02:39:43 main:574] : INFO : Epoch 1910 | loss: 0.0311784 | val_loss: 0.0312 | Time: 2493.41 ms
[2022-04-11 02:39:46 main:574] : INFO : Epoch 1911 | loss: 0.0311945 | val_loss: 0.0312094 | Time: 2495.3 ms
[2022-04-11 02:39:48 main:574] : INFO : Epoch 1912 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 2489.16 ms
[2022-04-11 02:39:51 main:574] : INFO : Epoch 1913 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 2490.58 ms
[2022-04-11 02:39:53 main:574] : INFO : Epoch 1914 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 2498.81 ms
[2022-04-11 02:39:56 main:574] : INFO : Epoch 1915 | loss: 0.0311849 | val_loss: 0.031192 | Time: 2489.57 ms
[2022-04-11 02:39:58 main:574] : INFO : Epoch 1916 | loss: 0.0311843 | val_loss: 0.0311935 | Time: 2493.26 ms
[2022-04-11 02:40:01 main:574] : INFO : Epoch 1917 | loss: 0.0311856 | val_loss: 0.031193 | Time: 2499.32 ms
[2022-04-11 02:40:03 main:574] : INFO : Epoch 1918 | loss: 0.0311818 | val_loss: 0.0311942 | Time: 2496.68 ms
[2022-04-11 02:40:06 main:574] : INFO : Epoch 1919 | loss: 0.0311802 | val_loss: 0.0311935 | Time: 2489.11 ms
[2022-04-11 02:40:08 main:574] : INFO : Epoch 1920 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 2489.02 ms
[2022-04-11 02:40:11 main:574] : INFO : Epoch 1921 | loss: 0.0311807 | val_loss: 0.0311935 | Time: 2497.26 ms
[2022-04-11 02:40:13 main:574] : INFO : Epoch 1922 | loss: 0.0311804 | val_loss: 0.031192 | Time: 2493.27 ms
[2022-04-11 02:40:16 main:574] : INFO : Epoch 1923 | loss: 0.0311769 | val_loss: 0.0311907 | Time: 2489.98 ms
[2022-04-11 02:40:18 main:574] : INFO : Epoch 1924 | loss: 0.0311766 | val_loss: 0.0311916 | Time: 2484.99 ms
[2022-04-11 02:40:21 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.0311914 | Time: 2493.51 ms
[2022-04-11 02:40:24 main:574] : INFO : Epoch 1926 | loss: 0.0311753 | val_loss: 0.031191 | Time: 2493.49 ms
[2022-04-11 02:40:26 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311997 | Time: 2488.63 ms
[2022-04-11 02:40:29 main:574] : INFO : Epoch 1928 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 2492.03 ms
[2022-04-11 02:40:31 main:574] : INFO : Epoch 1929 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 2495.27 ms
[2022-04-11 02:40:34 main:574] : INFO : Epoch 1930 | loss: 0.0311769 | val_loss: 0.0311952 | Time: 2488.95 ms
[2022-04-11 02:40:36 main:574] : INFO : Epoch 1931 | loss: 0.0311836 | val_loss: 0.0311991 | Time: 2498.24 ms
[2022-04-11 02:40:39 main:574] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0311949 | Time: 2486.83 ms
[2022-04-11 02:40:41 main:574] : INFO : Epoch 1933 | loss: 0.031181 | val_loss: 0.0311945 | Time: 2496.16 ms
[2022-04-11 02:40:44 main:574] : INFO : Epoch 1934 | loss: 0.0311795 | val_loss: 0.0311918 | Time: 2486.56 ms
[2022-04-11 02:40:46 main:574] : INFO : Epoch 1935 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 2494.98 ms
[2022-04-11 02:40:49 main:574] : INFO : Epoch 1936 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 2491.97 ms
[2022-04-11 02:40:51 main:574] : INFO : Epoch 1937 | loss: 0.031181 | val_loss: 0.0311931 | Time: 2493.58 ms
[2022-04-11 02:40:54 main:574] : INFO : Epoch 1938 | loss: 0.0311797 | val_loss: 0.0311972 | Time: 2489.6 ms
[2022-04-11 02:40:56 main:574] : INFO : Epoch 1939 | loss: 0.0311785 | val_loss: 0.0311913 | Time: 2491.29 ms
[2022-04-11 02:40:59 main:574] : INFO : Epoch 1940 | loss: 0.0311768 | val_loss: 0.0311911 | Time: 2485.13 ms
[2022-04-11 02:41:01 main:574] : INFO : Epoch 1941 | loss: 0.0311757 | val_loss: 0.0311883 | Time: 2498.11 ms
[2022-04-11 02:41:04 main:574] : INFO : Epoch 1942 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 2499.34 ms
[2022-04-11 02:41:07 main:574] : INFO : Epoch 1943 | loss: 0.0311765 | val_loss: 0.0311864 | Time: 2495.44 ms
[2022-04-11 02:41:09 main:574] : INFO : Epoch 1944 | loss: 0.031176 | val_loss: 0.031182 | Time: 2486.87 ms
[2022-04-11 02:41:12 main:574] : INFO : Epoch 1945 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2501.8 ms
[2022-04-11 02:41:14 main:574] : INFO : Epoch 1946 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2493.97 ms
[2022-04-11 02:41:17 main:574] : INFO : Epoch 1947 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 2491.91 ms
[2022-04-11 02:41:19 main:574] : INFO : Epoch 1948 | loss: 0.0311698 | val_loss: 0.0311809 | Time: 2489.56 ms
[2022-04-11 02:41:22 main:574] : INFO : Epoch 1949 | loss: 0.0311734 | val_loss: 0.0311869 | Time: 2499.82 ms
[2022-04-11 02:41:24 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 2494.8 ms
[2022-04-11 02:41:27 main:574] : INFO : Epoch 1951 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 2494.3 ms
[2022-04-11 02:41:29 main:574] : INFO : Epoch 1952 | loss: 0.0311659 | val_loss: 0.031177 | Time: 2487.92 ms
[2022-04-11 02:41:32 main:574] : INFO : Epoch 1953 | loss: 0.0311654 | val_loss: 0.0311813 | Time: 2498.58 ms
[2022-04-11 02:41:34 main:574] : INFO : Epoch 1954 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 2498.56 ms
[2022-04-11 02:41:37 main:574] : INFO : Epoch 1955 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 2486.78 ms
[2022-04-11 02:41:39 main:574] : INFO : Epoch 1956 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2495.48 ms
[2022-04-11 02:41:42 main:574] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 2500.46 ms
[2022-04-11 02:41:44 main:574] : INFO : Epoch 1958 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2496.81 ms
[2022-04-11 02:41:47 main:574] : INFO : Epoch 1959 | loss: 0.031172 | val_loss: 0.0311761 | Time: 2491.11 ms
[2022-04-11 02:41:50 main:574] : INFO : Epoch 1960 | loss: 0.0311711 | val_loss: 0.031178 | Time: 2484.84 ms
[2022-04-11 02:41:52 main:574] : INFO : Epoch 1961 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 2496.51 ms
[2022-04-11 02:41:55 main:574] : INFO : Epoch 1962 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2492.59 ms
[2022-04-11 02:41:57 main:574] : INFO : Epoch 1963 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 2495.33 ms
[2022-04-11 02:42:00 main:574] : INFO : Epoch 1964 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 2487.82 ms
[2022-04-11 02:42:02 main:574] : INFO : Epoch 1965 | loss: 0.0311684 | val_loss: 0.031177 | Time: 2494.73 ms
[2022-04-11 02:42:05 main:574] : INFO : Epoch 1966 | loss: 0.031168 | val_loss: 0.0311722 | Time: 2489.82 ms
[2022-04-11 02:42:07 main:574] : INFO : Epoch 1967 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2497.75 ms
[2022-04-11 02:42:10 main:574] : INFO : Epoch 1968 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 2497.77 ms
[2022-04-11 02:42:12 main:574] : INFO : Epoch 1969 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2500.94 ms
[2022-04-11 02:42:15 main:574] : INFO : Epoch 1970 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 2496.51 ms
[2022-04-11 02:42:17 main:574] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 2495.84 ms
[2022-04-11 02:42:20 main:574] : INFO : Epoch 1972 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 2488.8 ms
[2022-04-11 02:42:22 main:574] : INFO : Epoch 1973 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2496.75 ms
[2022-04-11 02:42:25 main:574] : INFO : Epoch 1974 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 2494.69 ms
[2022-04-11 02:42:27 main:574] : INFO : Epoch 1975 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 2484.79 ms
[2022-04-11 02:42:30 main:574] : INFO : Epoch 1976 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 2491.56 ms
[2022-04-11 02:42:33 main:574] : INFO : Epoch 1977 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 2497.91 ms
[2022-04-11 02:42:35 main:574] : INFO : Epoch 1978 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2494.36 ms
[2022-04-11 02:42:38 main:574] : INFO : Epoch 1979 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2493.85 ms
[2022-04-11 02:42:40 main:574] : INFO : Epoch 1980 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 2480.98 ms
[2022-04-11 02:42:43 main:574] : INFO : Epoch 1981 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 2498.49 ms
[2022-04-11 02:42:45 main:574] : INFO : Epoch 1982 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 2493.95 ms
[2022-04-11 02:42:48 main:574] : INFO : Epoch 1983 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 2490.38 ms
[2022-04-11 02:42:50 main:574] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2497.31 ms
[2022-04-11 02:42:53 main:574] : INFO : Epoch 1985 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 2495.86 ms
[2022-04-11 02:42:55 main:574] : INFO : Epoch 1986 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 2498.04 ms
[2022-04-11 02:42:58 main:574] : INFO : Epoch 1987 | loss: 0.031163 | val_loss: 0.031171 | Time: 2495.57 ms
[2022-04-11 02:43:00 main:574] : INFO : Epoch 1988 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 2492.56 ms
[2022-04-11 02:43:03 main:574] : INFO : Epoch 1989 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2494.06 ms
[2022-04-11 02:43:05 main:574] : INFO : Epoch 1990 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 2499.16 ms
[2022-04-11 02:43:08 main:574] : INFO : Epoch 1991 | loss: 0.031162 | val_loss: 0.0311721 | Time: 2491.03 ms
[2022-04-11 02:43:11 main:574] : INFO : Epoch 1992 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 2496.46 ms
[2022-04-11 02:43:13 main:574] : INFO : Epoch 1993 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 2490.97 ms
[2022-04-11 02:43:16 main:574] : INFO : Epoch 1994 | loss: 0.0311624 | val_loss: 0.0311787 | Time: 2489.17 ms
[2022-04-11 02:43:18 main:574] : INFO : Epoch 1995 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 2492.57 ms
[2022-04-11 02:43:21 main:574] : INFO : Epoch 1996 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 2488.82 ms
[2022-04-11 02:43:23 main:574] : INFO : Epoch 1997 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 2491.09 ms
[2022-04-11 02:43:26 main:574] : INFO : Epoch 1998 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2491.33 ms
[2022-04-11 02:43:28 main:574] : INFO : Epoch 1999 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2490.09 ms
[2022-04-11 02:43:31 main:574] : INFO : Epoch 2000 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 2492.89 ms
[2022-04-11 02:43:33 main:574] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 2490.8 ms
[2022-04-11 02:43:36 main:574] : INFO : Epoch 2002 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 2495.27 ms
[2022-04-11 02:43:38 main:574] : INFO : Epoch 2003 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2489.62 ms
[2022-04-11 02:43:41 main:574] : INFO : Epoch 2004 | loss: 0.031162 | val_loss: 0.0311741 | Time: 2489.6 ms
[2022-04-11 02:43:43 main:574] : INFO : Epoch 2005 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 2493.03 ms
[2022-04-11 02:43:46 main:574] : INFO : Epoch 2006 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2489.98 ms
[2022-04-11 02:43:48 main:574] : INFO : Epoch 2007 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 2493.85 ms
[2022-04-11 02:43:51 main:574] : INFO : Epoch 2008 | loss: 0.0311575 | val_loss: 0.031169 | Time: 2490.94 ms
[2022-04-11 02:43:54 main:574] : INFO : Epoch 2009 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 2500.88 ms
[2022-04-11 02:43:56 main:574] : INFO : Epoch 2010 | loss: 0.03116 | val_loss: 0.0311748 | Time: 2486.47 ms
[2022-04-11 02:43:59 main:574] : INFO : Epoch 2011 | loss: 0.0311646 | val_loss: 0.031176 | Time: 2492.35 ms
[2022-04-11 02:44:01 main:574] : INFO : Epoch 2012 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2488.19 ms
[2022-04-11 02:44:04 main:574] : INFO : Epoch 2013 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2500.18 ms
[2022-04-11 02:44:06 main:574] : INFO : Epoch 2014 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 2490.12 ms
[2022-04-11 02:44:09 main:574] : INFO : Epoch 2015 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 2495.21 ms
[2022-04-11 02:44:11 main:574] : INFO : Epoch 2016 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2489.1 ms
[2022-04-11 02:44:14 main:574] : INFO : Epoch 2017 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 2498.34 ms
[2022-04-11 02:44:16 main:574] : INFO : Epoch 2018 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 2496.96 ms
[2022-04-11 02:44:19 main:574] : INFO : Epoch 2019 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 2479.64 ms
[2022-04-11 02:44:21 main:574] : INFO : Epoch 2020 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 2491.01 ms
[2022-04-11 02:44:24 main:574] : INFO : Epoch 2021 | loss: 0.0311594 | val_loss: 0.0311716 | Time: 2497.96 ms
[2022-04-11 02:44:26 main:574] : INFO : Epoch 2022 | loss: 0.0311602 | val_loss: 0.0311735 | Time: 2489.46 ms
[2022-04-11 02:44:29 main:574] : INFO : Epoch 2023 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 2494.43 ms
[2022-04-11 02:44:31 main:574] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.031172 | Time: 2497.21 ms
[2022-04-11 02:44:34 main:574] : INFO : Epoch 2025 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 2498.16 ms
[2022-04-11 02:44:37 main:574] : INFO : Epoch 2026 | loss: 0.0311628 | val_loss: 0.0311733 | Time: 2495.13 ms
[2022-04-11 02:44:39 main:574] : INFO : Epoch 2027 | loss: 0.031159 | val_loss: 0.0311719 | Time: 2486.93 ms
[2022-04-11 02:44:42 main:574] : INFO : Epoch 2028 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 2491.11 ms
[2022-04-11 02:44:44 main:574] : INFO : Epoch 2029 | loss: 0.0311618 | val_loss: 0.0311802 | Time: 2495.84 ms
[2022-04-11 02:44:47 main:574] : INFO : Epoch 2030 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 2488.98 ms
[2022-04-11 02:44:49 main:574] : INFO : Epoch 2031 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 2487.61 ms
[2022-04-11 02:44:52 main:574] : INFO : Epoch 2032 | loss: 0.0311604 | val_loss: 0.031169 | Time: 2487.47 ms
[2022-04-11 02:44:54 main:574] : INFO : Epoch 2033 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 2492.47 ms
[2022-04-11 02:44:57 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2502.36 ms
[2022-04-11 02:44:59 main:574] : INFO : Epoch 2035 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2494.74 ms
[2022-04-11 02:45:02 main:574] : INFO : Epoch 2036 | loss: 0.0311593 | val_loss: 0.0311715 | Time: 2484.58 ms
[2022-04-11 02:45:04 main:574] : INFO : Epoch 2037 | loss: 0.0311573 | val_loss: 0.0311695 | Time: 2502.59 ms
[2022-04-11 02:45:07 main:574] : INFO : Epoch 2038 | loss: 0.0311568 | val_loss: 0.0311723 | Time: 2488.28 ms
[2022-04-11 02:45:09 main:574] : INFO : Epoch 2039 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 2494.91 ms
[2022-04-11 02:45:12 main:574] : INFO : Epoch 2040 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2494.68 ms
[2022-04-11 02:45:15 main:574] : INFO : Epoch 2041 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 2503.34 ms
[2022-04-11 02:45:17 main:574] : INFO : Epoch 2042 | loss: 0.031158 | val_loss: 0.0311725 | Time: 2493.66 ms
[2022-04-11 02:45:20 main:574] : INFO : Epoch 2043 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 2489.66 ms
[2022-04-11 02:45:22 main:574] : INFO : Epoch 2044 | loss: 0.031159 | val_loss: 0.0311736 | Time: 2495.14 ms
[2022-04-11 02:45:25 main:574] : INFO : Epoch 2045 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 2500.02 ms
[2022-04-11 02:45:27 main:574] : INFO : Epoch 2046 | loss: 0.031157 | val_loss: 0.0311737 | Time: 2496.24 ms
[2022-04-11 02:45:30 main:574] : INFO : Epoch 2047 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 2491.38 ms
[2022-04-11 02:45:32 main:574] : INFO : Epoch 2048 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 2494.5 ms
[2022-04-11 02:45:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311747
[2022-04-11 02:45:32 main:603] : INFO : Saving end state to config to file
[2022-04-11 02:45:32 main:608] : INFO : Success, exiting..
02:45:32 (14292): 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)