Task 7614688
| Name | ParityModified-1631727525-2494-1_1 |
| Workunit | 5060948 |
| Created | 26 Sep 2021, 21:43:29 UTC |
| Sent | 26 Sep 2021, 23:37:32 UTC |
| Report deadline | 3 Oct 2021, 23:37:32 UTC |
| Received | 27 Sep 2021, 14:32:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 32 sec |
| CPU time | 55 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309493 | val_loss: 0.0312661 | Time: 1610.73 ms
[2021-09-27 09:17:49 main:574] : INFO : Epoch 1543 | loss: 0.030967 | val_loss: 0.0312213 | Time: 1574.59 ms
[2021-09-27 09:17:51 main:574] : INFO : Epoch 1544 | loss: 0.0309645 | val_loss: 0.0312616 | Time: 1594.29 ms
[2021-09-27 09:17:52 main:574] : INFO : Epoch 1545 | loss: 0.0309569 | val_loss: 0.0312491 | Time: 1602.11 ms
[2021-09-27 09:17:54 main:574] : INFO : Epoch 1546 | loss: 0.0309468 | val_loss: 0.0312662 | Time: 1602.58 ms
[2021-09-27 09:17:55 main:574] : INFO : Epoch 1547 | loss: 0.0309441 | val_loss: 0.0312655 | Time: 1621.42 ms
[2021-09-27 09:17:57 main:574] : INFO : Epoch 1548 | loss: 0.0309518 | val_loss: 0.0313161 | Time: 1615.76 ms
[2021-09-27 09:17:59 main:574] : INFO : Epoch 1549 | loss: 0.0309553 | val_loss: 0.0312367 | Time: 1635.73 ms
[2021-09-27 09:18:00 main:574] : INFO : Epoch 1550 | loss: 0.0309485 | val_loss: 0.0312505 | Time: 1639.95 ms
[2021-09-27 09:18:02 main:574] : INFO : Epoch 1551 | loss: 0.0309644 | val_loss: 0.0312304 | Time: 1618.67 ms
[2021-09-27 09:18:04 main:574] : INFO : Epoch 1552 | loss: 0.0309594 | val_loss: 0.0312918 | Time: 1620.27 ms
[2021-09-27 09:18:05 main:574] : INFO : Epoch 1553 | loss: 0.0309727 | val_loss: 0.0312757 | Time: 1575.33 ms
[2021-09-27 09:18:07 main:574] : INFO : Epoch 1554 | loss: 0.0309572 | val_loss: 0.0312585 | Time: 1606.58 ms
[2021-09-27 09:18:08 main:574] : INFO : Epoch 1555 | loss: 0.0309563 | val_loss: 0.0312573 | Time: 1617.74 ms
[2021-09-27 09:18:10 main:574] : INFO : Epoch 1556 | loss: 0.0309516 | val_loss: 0.0312763 | Time: 1629.98 ms
[2021-09-27 09:18:12 main:574] : INFO : Epoch 1557 | loss: 0.0309473 | val_loss: 0.0312867 | Time: 1581.16 ms
[2021-09-27 09:18:13 main:574] : INFO : Epoch 1558 | loss: 0.030949 | val_loss: 0.031341 | Time: 1623.83 ms
[2021-09-27 09:18:15 main:574] : INFO : Epoch 1559 | loss: 0.0310013 | val_loss: 0.0311902 | Time: 1612.82 ms
[2021-09-27 09:18:16 main:574] : INFO : Epoch 1560 | loss: 0.0311273 | val_loss: 0.0311799 | Time: 1621.28 ms
[2021-09-27 09:18:18 main:574] : INFO : Epoch 1561 | loss: 0.0311176 | val_loss: 0.0311579 | Time: 1572.31 ms
[2021-09-27 09:18:20 main:574] : INFO : Epoch 1562 | loss: 0.0311051 | val_loss: 0.0311527 | Time: 1614.73 ms
[2021-09-27 09:18:21 main:574] : INFO : Epoch 1563 | loss: 0.031094 | val_loss: 0.031156 | Time: 1653.26 ms
[2021-09-27 09:18:23 main:574] : INFO : Epoch 1564 | loss: 0.0310855 | val_loss: 0.0311608 | Time: 1641.52 ms
[2021-09-27 09:18:25 main:574] : INFO : Epoch 1565 | loss: 0.0310786 | val_loss: 0.0311554 | Time: 1606.29 ms
[2021-09-27 09:18:26 main:574] : INFO : Epoch 1566 | loss: 0.0310717 | val_loss: 0.0311627 | Time: 1625.1 ms
[2021-09-27 09:18:28 main:574] : INFO : Epoch 1567 | loss: 0.0310653 | val_loss: 0.0311638 | Time: 1589.38 ms
[2021-09-27 09:18:29 main:574] : INFO : Epoch 1568 | loss: 0.0310597 | val_loss: 0.0311675 | Time: 1605.56 ms
[2021-09-27 09:18:31 main:574] : INFO : Epoch 1569 | loss: 0.0310543 | val_loss: 0.0311728 | Time: 1602.7 ms
[2021-09-27 09:18:33 main:574] : INFO : Epoch 1570 | loss: 0.0310476 | val_loss: 0.0311782 | Time: 1594 ms
[2021-09-27 09:18:34 main:574] : INFO : Epoch 1571 | loss: 0.031039 | val_loss: 0.0311796 | Time: 1639.29 ms
[2021-09-27 09:18:36 main:574] : INFO : Epoch 1572 | loss: 0.0310333 | val_loss: 0.031195 | Time: 1627.54 ms
[2021-09-27 09:18:38 main:574] : INFO : Epoch 1573 | loss: 0.0310295 | val_loss: 0.0312066 | Time: 1639.9 ms
[2021-09-27 09:18:39 main:574] : INFO : Epoch 1574 | loss: 0.0310207 | val_loss: 0.0311873 | Time: 1593.71 ms
[2021-09-27 09:18:41 main:574] : INFO : Epoch 1575 | loss: 0.0310124 | val_loss: 0.031192 | Time: 1599.54 ms
[2021-09-27 09:18:42 main:574] : INFO : Epoch 1576 | loss: 0.0310037 | val_loss: 0.0312366 | Time: 1645.83 ms
[2021-09-27 09:18:44 main:574] : INFO : Epoch 1577 | loss: 0.0309961 | val_loss: 0.0312409 | Time: 1606.61 ms
[2021-09-27 09:18:46 main:574] : INFO : Epoch 1578 | loss: 0.0309868 | val_loss: 0.0312352 | Time: 1617.94 ms
[2021-09-27 09:18:47 main:574] : INFO : Epoch 1579 | loss: 0.030975 | val_loss: 0.0312534 | Time: 1617.55 ms
[2021-09-27 09:18:49 main:574] : INFO : Epoch 1580 | loss: 0.0309754 | val_loss: 0.031262 | Time: 1607.85 ms
[2021-09-27 09:18:51 main:574] : INFO : Epoch 1581 | loss: 0.0309671 | val_loss: 0.031249 | Time: 1618.79 ms
[2021-09-27 09:18:52 main:574] : INFO : Epoch 1582 | loss: 0.0309752 | val_loss: 0.0312315 | Time: 1610.98 ms
[2021-09-27 09:18:54 main:574] : INFO : Epoch 1583 | loss: 0.0309699 | val_loss: 0.031262 | Time: 1595.2 ms
[2021-09-27 09:18:55 main:574] : INFO : Epoch 1584 | loss: 0.0309619 | val_loss: 0.0312683 | Time: 1603.47 ms
[2021-09-27 09:18:57 main:574] : INFO : Epoch 1585 | loss: 0.0309602 | val_loss: 0.0312642 | Time: 1597.54 ms
[2021-09-27 09:18:59 main:574] : INFO : Epoch 1586 | loss: 0.0309553 | val_loss: 0.0312605 | Time: 1572.22 ms
[2021-09-27 09:19:00 main:574] : INFO : Epoch 1587 | loss: 0.0309589 | val_loss: 0.0312774 | Time: 1613.17 ms
[2021-09-27 09:19:02 main:574] : INFO : Epoch 1588 | loss: 0.0309601 | val_loss: 0.0312373 | Time: 1622.09 ms
[2021-09-27 09:19:03 main:574] : INFO : Epoch 1589 | loss: 0.0309523 | val_loss: 0.0312683 | Time: 1609.71 ms
[2021-09-27 09:19:05 main:574] : INFO : Epoch 1590 | loss: 0.0309511 | val_loss: 0.0312757 | Time: 1611.34 ms
[2021-09-27 09:19:07 main:574] : INFO : Epoch 1591 | loss: 0.0309475 | val_loss: 0.0312745 | Time: 1584.01 ms
[2021-09-27 09:19:08 main:574] : INFO : Epoch 1592 | loss: 0.0309544 | val_loss: 0.031245 | Time: 1595.39 ms
[2021-09-27 09:19:10 main:574] : INFO : Epoch 1593 | loss: 0.030956 | val_loss: 0.0312508 | Time: 1641.96 ms
[2021-09-27 09:19:11 main:574] : INFO : Epoch 1594 | loss: 0.0309488 | val_loss: 0.0312253 | Time: 1586.9 ms
[2021-09-27 09:19:13 main:574] : INFO : Epoch 1595 | loss: 0.0309513 | val_loss: 0.0312779 | Time: 1615.42 ms
[2021-09-27 09:19:15 main:574] : INFO : Epoch 1596 | loss: 0.0309438 | val_loss: 0.0312998 | Time: 1623.16 ms
[2021-09-27 09:19:16 main:574] : INFO : Epoch 1597 | loss: 0.0309467 | val_loss: 0.0312708 | Time: 1579.4 ms
[2021-09-27 09:19:18 main:574] : INFO : Epoch 1598 | loss: 0.0309501 | val_loss: 0.0312498 | Time: 1592.75 ms
[2021-09-27 09:19:20 main:574] : INFO : Epoch 1599 | loss: 0.0309715 | val_loss: 0.0312556 | Time: 1623.9 ms
[2021-09-27 09:19:21 main:574] : INFO : Epoch 1600 | loss: 0.0309661 | val_loss: 0.0313 | Time: 1607.8 ms
[2021-09-27 09:19:23 main:574] : INFO : Epoch 1601 | loss: 0.0309556 | val_loss: 0.0312646 | Time: 1620.65 ms
[2021-09-27 09:19:24 main:574] : INFO : Epoch 1602 | loss: 0.0309551 | val_loss: 0.0313075 | Time: 1615.54 ms
[2021-09-27 09:19:26 main:574] : INFO : Epoch 1603 | loss: 0.0309591 | val_loss: 0.0312318 | Time: 1646.96 ms
[2021-09-27 09:19:28 main:574] : INFO : Epoch 1604 | loss: 0.0309549 | val_loss: 0.0313042 | Time: 1617.2 ms
[2021-09-27 09:19:29 main:574] : INFO : Epoch 1605 | loss: 0.0309518 | val_loss: 0.0312931 | Time: 1627.11 ms
[2021-09-27 09:19:31 main:574] : INFO : Epoch 1606 | loss: 0.0309408 | val_loss: 0.0312795 | Time: 1600.99 ms
[2021-09-27 09:19:33 main:574] : INFO : Epoch 1607 | loss: 0.0309505 | val_loss: 0.0312685 | Time: 1594.72 ms
[2021-09-27 09:19:34 main:574] : INFO : Epoch 1608 | loss: 0.0309495 | val_loss: 0.0313133 | Time: 1589.21 ms
[2021-09-27 09:19:36 main:574] : INFO : Epoch 1609 | loss: 0.0309503 | val_loss: 0.0312891 | Time: 1583.3 ms
[2021-09-27 09:19:37 main:574] : INFO : Epoch 1610 | loss: 0.0309504 | val_loss: 0.0312689 | Time: 1630.33 ms
[2021-09-27 09:19:39 main:574] : INFO : Epoch 1611 | loss: 0.0309569 | val_loss: 0.03129 | Time: 1625.98 ms
[2021-09-27 09:19:41 main:574] : INFO : Epoch 1612 | loss: 0.0309481 | val_loss: 0.031249 | Time: 1624.05 ms
[2021-09-27 09:19:42 main:574] : INFO : Epoch 1613 | loss: 0.0309493 | val_loss: 0.0312871 | Time: 1615.67 ms
[2021-09-27 09:19:44 main:574] : INFO : Epoch 1614 | loss: 0.0310363 | val_loss: 0.0311798 | Time: 1603.17 ms
[2021-09-27 09:19:45 main:574] : INFO : Epoch 1615 | loss: 0.0310718 | val_loss: 0.0311901 | Time: 1607.8 ms
[2021-09-27 09:19:47 main:574] : INFO : Epoch 1616 | loss: 0.0310406 | val_loss: 0.0312006 | Time: 1572.28 ms
[2021-09-27 09:19:49 main:574] : INFO : Epoch 1617 | loss: 0.0310039 | val_loss: 0.0312262 | Time: 1589.71 ms
[2021-09-27 09:19:50 main:574] : INFO : Epoch 1618 | loss: 0.0309775 | val_loss: 0.0312425 | Time: 1626.96 ms
[2021-09-27 09:19:52 main:574] : INFO : Epoch 1619 | loss: 0.0309581 | val_loss: 0.0312752 | Time: 1609.63 ms
[2021-09-27 09:19:54 main:574] : INFO : Epoch 1620 | loss: 0.0309464 | val_loss: 0.0312863 | Time: 1645.08 ms
[2021-09-27 09:19:55 main:574] : INFO : Epoch 1621 | loss: 0.030942 | val_loss: 0.0312599 | Time: 1621.66 ms
[2021-09-27 09:19:57 main:574] : INFO : Epoch 1622 | loss: 0.0309423 | val_loss: 0.0312837 | Time: 1610.39 ms
[2021-09-27 09:19:58 main:574] : INFO : Epoch 1623 | loss: 0.0309445 | val_loss: 0.031307 | Time: 1618.64 ms
[2021-09-27 09:20:00 main:574] : INFO : Epoch 1624 | loss: 0.030955 | val_loss: 0.0312754 | Time: 1605.2 ms
[2021-09-27 09:20:02 main:574] : INFO : Epoch 1625 | loss: 0.0310378 | val_loss: 0.0312077 | Time: 1618.98 ms
[2021-09-27 09:20:03 main:574] : INFO : Epoch 1626 | loss: 0.0310682 | val_loss: 0.0312134 | Time: 1594.63 ms
[2021-09-27 09:20:05 main:574] : INFO : Epoch 1627 | loss: 0.031021 | val_loss: 0.0312381 | Time: 1608.16 ms
[2021-09-27 09:20:06 main:574] : INFO : Epoch 1628 | loss: 0.0309871 | val_loss: 0.031257 | Time: 1613.16 ms
[2021-09-27 09:20:08 main:574] : INFO : Epoch 1629 | loss: 0.0309655 | val_loss: 0.0312719 | Time: 1589.38 ms
[2021-09-27 09:20:10 main:574] : INFO : Epoch 1630 | loss: 0.0309536 | val_loss: 0.0313142 | Time: 1614.42 ms
[2021-09-27 09:20:11 main:574] : INFO : Epoch 1631 | loss: 0.0309498 | val_loss: 0.031233 | Time: 1622.42 ms
[2021-09-27 09:20:13 main:574] : INFO : Epoch 1632 | loss: 0.0309521 | val_loss: 0.0312463 | Time: 1599.35 ms
[2021-09-27 09:20:15 main:574] : INFO : Epoch 1633 | loss: 0.0309479 | val_loss: 0.031252 | Time: 1598.58 ms
[2021-09-27 09:20:16 main:574] : INFO : Epoch 1634 | loss: 0.0309462 | val_loss: 0.0312099 | Time: 1630.57 ms
[2021-09-27 09:20:18 main:574] : INFO : Epoch 1635 | loss: 0.0309513 | val_loss: 0.0312658 | Time: 1623.24 ms
[2021-09-27 09:20:19 main:574] : INFO : Epoch 1636 | loss: 0.0309575 | val_loss: 0.0313205 | Time: 1602.01 ms
[2021-09-27 09:20:21 main:574] : INFO : Epoch 1637 | loss: 0.030953 | val_loss: 0.0312862 | Time: 1591.69 ms
[2021-09-27 09:20:23 main:574] : INFO : Epoch 1638 | loss: 0.0309596 | val_loss: 0.0312785 | Time: 1613.38 ms
[2021-09-27 09:20:24 main:574] : INFO : Epoch 1639 | loss: 0.0309458 | val_loss: 0.0312785 | Time: 1596.42 ms
[2021-09-27 09:20:26 main:574] : INFO : Epoch 1640 | loss: 0.0309489 | val_loss: 0.0312458 | Time: 1582.54 ms
[2021-09-27 09:20:27 main:574] : INFO : Epoch 1641 | loss: 0.030946 | val_loss: 0.0312381 | Time: 1598.98 ms
[2021-09-27 09:20:29 main:574] : INFO : Epoch 1642 | loss: 0.030949 | val_loss: 0.031267 | Time: 1553.79 ms
[2021-09-27 09:20:31 main:574] : INFO : Epoch 1643 | loss: 0.0309467 | val_loss: 0.0313116 | Time: 1607.14 ms
[2021-09-27 09:20:32 main:574] : INFO : Epoch 1644 | loss: 0.0309484 | val_loss: 0.0312748 | Time: 1570.58 ms
[2021-09-27 09:20:34 main:574] : INFO : Epoch 1645 | loss: 0.0309671 | val_loss: 0.0312268 | Time: 1609.37 ms
[2021-09-27 09:20:35 main:574] : INFO : Epoch 1646 | loss: 0.0309672 | val_loss: 0.0312979 | Time: 1604.84 ms
[2021-09-27 09:20:37 main:574] : INFO : Epoch 1647 | loss: 0.0309527 | val_loss: 0.0312671 | Time: 1607.63 ms
[2021-09-27 09:20:39 main:574] : INFO : Epoch 1648 | loss: 0.0309639 | val_loss: 0.0312548 | Time: 1586.07 ms
[2021-09-27 09:20:40 main:574] : INFO : Epoch 1649 | loss: 0.0309608 | val_loss: 0.0312896 | Time: 1630.57 ms
[2021-09-27 09:20:42 main:574] : INFO : Epoch 1650 | loss: 0.0309529 | val_loss: 0.031296 | Time: 1642.59 ms
[2021-09-27 09:20:43 main:574] : INFO : Epoch 1651 | loss: 0.0309509 | val_loss: 0.0312927 | Time: 1604.94 ms
[2021-09-27 09:20:45 main:574] : INFO : Epoch 1652 | loss: 0.0309674 | val_loss: 0.0312876 | Time: 1602.27 ms
[2021-09-27 09:20:47 main:574] : INFO : Epoch 1653 | loss: 0.0309559 | val_loss: 0.0312771 | Time: 1596.27 ms
[2021-09-27 09:20:48 main:574] : INFO : Epoch 1654 | loss: 0.0309468 | val_loss: 0.0312619 | Time: 1613.29 ms
[2021-09-27 09:20:50 main:574] : INFO : Epoch 1655 | loss: 0.0309519 | val_loss: 0.0312439 | Time: 1616.12 ms
[2021-09-27 09:20:52 main:574] : INFO : Epoch 1656 | loss: 0.0309574 | val_loss: 0.0312311 | Time: 1637.38 ms
[2021-09-27 09:20:53 main:574] : INFO : Epoch 1657 | loss: 0.0309562 | val_loss: 0.0312245 | Time: 1618.48 ms
[2021-09-27 09:20:55 main:574] : INFO : Epoch 1658 | loss: 0.0309542 | val_loss: 0.0312685 | Time: 1601.89 ms
[2021-09-27 09:20:56 main:574] : INFO : Epoch 1659 | loss: 0.0309438 | val_loss: 0.031245 | Time: 1567.05 ms
[2021-09-27 09:20:58 main:574] : INFO : Epoch 1660 | loss: 0.0309438 | val_loss: 0.0312932 | Time: 1616.74 ms
[2021-09-27 09:21:00 main:574] : INFO : Epoch 1661 | loss: 0.0309431 | val_loss: 0.0312782 | Time: 1633.33 ms
[2021-09-27 09:21:01 main:574] : INFO : Epoch 1662 | loss: 0.0309635 | val_loss: 0.0312452 | Time: 1608.11 ms
[2021-09-27 09:21:03 main:574] : INFO : Epoch 1663 | loss: 0.0309665 | val_loss: 0.0312996 | Time: 1561.56 ms
[2021-09-27 09:21:04 main:574] : INFO : Epoch 1664 | loss: 0.030952 | val_loss: 0.0312637 | Time: 1592.46 ms
[2021-09-27 09:21:06 main:574] : INFO : Epoch 1665 | loss: 0.0309463 | val_loss: 0.0312694 | Time: 1595.24 ms
[2021-09-27 09:21:08 main:574] : INFO : Epoch 1666 | loss: 0.0309483 | val_loss: 0.0312315 | Time: 1607.53 ms
[2021-09-27 09:21:09 main:574] : INFO : Epoch 1667 | loss: 0.0309537 | val_loss: 0.0312688 | Time: 1621.94 ms
[2021-09-27 09:21:11 main:574] : INFO : Epoch 1668 | loss: 0.0309497 | val_loss: 0.031253 | Time: 1599.95 ms
[2021-09-27 09:21:13 main:574] : INFO : Epoch 1669 | loss: 0.0309521 | val_loss: 0.03128 | Time: 1612.61 ms
[2021-09-27 09:21:14 main:574] : INFO : Epoch 1670 | loss: 0.0309465 | val_loss: 0.0312936 | Time: 1571.54 ms
[2021-09-27 09:21:16 main:574] : INFO : Epoch 1671 | loss: 0.0309478 | val_loss: 0.0312717 | Time: 1588.56 ms
[2021-09-27 09:21:17 main:574] : INFO : Epoch 1672 | loss: 0.030949 | val_loss: 0.0312895 | Time: 1600.57 ms
[2021-09-27 09:21:19 main:574] : INFO : Epoch 1673 | loss: 0.0309458 | val_loss: 0.0312673 | Time: 1594.91 ms
[2021-09-27 09:21:21 main:574] : INFO : Epoch 1674 | loss: 0.0309459 | val_loss: 0.0312344 | Time: 1614.48 ms
[2021-09-27 09:21:22 main:574] : INFO : Epoch 1675 | loss: 0.0309563 | val_loss: 0.0312158 | Time: 1600.2 ms
[2021-09-27 09:21:24 main:574] : INFO : Epoch 1676 | loss: 0.0309579 | val_loss: 0.0312576 | Time: 1607.85 ms
[2021-09-27 09:21:25 main:574] : INFO : Epoch 1677 | loss: 0.0309562 | val_loss: 0.0312652 | Time: 1605.51 ms
[2021-09-27 09:21:27 main:574] : INFO : Epoch 1678 | loss: 0.0309448 | val_loss: 0.0312753 | Time: 1629.22 ms
[2021-09-27 09:21:29 main:574] : INFO : Epoch 1679 | loss: 0.0309742 | val_loss: 0.0312049 | Time: 1611.23 ms
[2021-09-27 09:21:30 main:574] : INFO : Epoch 1680 | loss: 0.03096 | val_loss: 0.0312897 | Time: 1610.63 ms
[2021-09-27 09:21:32 main:574] : INFO : Epoch 1681 | loss: 0.0309516 | val_loss: 0.0312954 | Time: 1628.75 ms
[2021-09-27 09:21:33 main:574] : INFO : Epoch 1682 | loss: 0.0309545 | val_loss: 0.0312847 | Time: 1605.1 ms
[2021-09-27 09:21:35 main:574] : INFO : Epoch 1683 | loss: 0.0309486 | val_loss: 0.0312701 | Time: 1626.25 ms
[2021-09-27 09:21:37 main:574] : INFO : Epoch 1684 | loss: 0.030952 | val_loss: 0.031269 | Time: 1589.76 ms
[2021-09-27 09:21:38 main:574] : INFO : Epoch 1685 | loss: 0.0309589 | val_loss: 0.0312351 | Time: 1644.05 ms
[2021-09-27 09:21:40 main:574] : INFO : Epoch 1686 | loss: 0.0309556 | val_loss: 0.0313059 | Time: 1637.38 ms
[2021-09-27 09:21:42 main:574] : INFO : Epoch 1687 | loss: 0.0309487 | val_loss: 0.0313036 | Time: 1628.64 ms
[2021-09-27 09:21:43 main:574] : INFO : Epoch 1688 | loss: 0.0309445 | val_loss: 0.0312761 | Time: 1638.17 ms
[2021-09-27 09:21:45 main:574] : INFO : Epoch 1689 | loss: 0.030948 | val_loss: 0.0312333 | Time: 1593.93 ms
[2021-09-27 09:21:46 main:574] : INFO : Epoch 1690 | loss: 0.03095 | val_loss: 0.0312363 | Time: 1611.59 ms
[2021-09-27 09:21:48 main:574] : INFO : Epoch 1691 | loss: 0.0309428 | val_loss: 0.0312611 | Time: 1631.17 ms
[2021-09-27 09:21:50 main:574] : INFO : Epoch 1692 | loss: 0.0309448 | val_loss: 0.0312418 | Time: 1613.9 ms
[2021-09-27 09:21:51 main:574] : INFO : Epoch 1693 | loss: 0.0309642 | val_loss: 0.0312397 | Time: 1610.31 ms
[2021-09-27 09:21:53 main:574] : INFO : Epoch 1694 | loss: 0.0309545 | val_loss: 0.031283 | Time: 1603.41 ms
[2021-09-27 09:21:55 main:574] : INFO : Epoch 1695 | loss: 0.0309412 | val_loss: 0.0312943 | Time: 1610.01 ms
[2021-09-27 09:21:56 main:574] : INFO : Epoch 1696 | loss: 0.0309448 | val_loss: 0.0312491 | Time: 1595.06 ms
[2021-09-27 09:21:58 main:574] : INFO : Epoch 1697 | loss: 0.0309501 | val_loss: 0.0313091 | Time: 1611.95 ms
[2021-09-27 09:21:59 main:574] : INFO : Epoch 1698 | loss: 0.0309623 | val_loss: 0.0312788 | Time: 1619.36 ms
[2021-09-27 09:22:01 main:574] : INFO : Epoch 1699 | loss: 0.0309531 | val_loss: 0.0312413 | Time: 1629.23 ms
[2021-09-27 09:22:03 main:574] : INFO : Epoch 1700 | loss: 0.0309408 | val_loss: 0.0312648 | Time: 1637.23 ms
[2021-09-27 09:22:04 main:574] : INFO : Epoch 1701 | loss: 0.03094 | val_loss: 0.0312526 | Time: 1586.24 ms
[2021-09-27 09:22:06 main:574] : INFO : Epoch 1702 | loss: 0.0309422 | val_loss: 0.0312683 | Time: 1637.7 ms
[2021-09-27 09:22:08 main:574] : INFO : Epoch 1703 | loss: 0.0309541 | val_loss: 0.0312874 | Time: 1587.15 ms
[2021-09-27 09:22:09 main:574] : INFO : Epoch 1704 | loss: 0.0309453 | val_loss: 0.0313188 | Time: 1647.28 ms
[2021-09-27 09:22:11 main:574] : INFO : Epoch 1705 | loss: 0.030963 | val_loss: 0.0312591 | Time: 1570.08 ms
[2021-09-27 09:22:12 main:574] : INFO : Epoch 1706 | loss: 0.0309568 | val_loss: 0.0312298 | Time: 1601.2 ms
[2021-09-27 09:22:14 main:574] : INFO : Epoch 1707 | loss: 0.0309504 | val_loss: 0.0312633 | Time: 1618.07 ms
[2021-09-27 09:22:16 main:574] : INFO : Epoch 1708 | loss: 0.030944 | val_loss: 0.0312536 | Time: 1615.95 ms
[2021-09-27 09:22:17 main:574] : INFO : Epoch 1709 | loss: 0.0309463 | val_loss: 0.0312647 | Time: 1594.48 ms
[2021-09-27 09:22:19 main:574] : INFO : Epoch 1710 | loss: 0.0309489 | val_loss: 0.0313095 | Time: 1593.4 ms
[2021-09-27 09:22:20 main:574] : INFO : Epoch 1711 | loss: 0.0309429 | val_loss: 0.0312841 | Time: 1588.54 ms
[2021-09-27 09:22:22 main:574] : INFO : Epoch 1712 | loss: 0.0309481 | val_loss: 0.0312788 | Time: 1612.21 ms
[2021-09-27 09:22:24 main:574] : INFO : Epoch 1713 | loss: 0.0309758 | val_loss: 0.0312305 | Time: 1615.41 ms
[2021-09-27 09:22:25 main:574] : INFO : Epoch 1714 | loss: 0.0309649 | val_loss: 0.031254 | Time: 1621.52 ms
[2021-09-27 09:22:27 main:574] : INFO : Epoch 1715 | loss: 0.0309566 | val_loss: 0.0312325 | Time: 1585.38 ms
[2021-09-27 09:22:29 main:574] : INFO : Epoch 1716 | loss: 0.0309758 | val_loss: 0.0313041 | Time: 1622.52 ms
[2021-09-27 09:22:30 main:574] : INFO : Epoch 1717 | loss: 0.0309653 | val_loss: 0.0312797 | Time: 1619.75 ms
[2021-09-27 09:22:32 main:574] : INFO : Epoch 1718 | loss: 0.0309624 | val_loss: 0.031233 | Time: 1624.3 ms
[2021-09-27 09:22:33 main:574] : INFO : Epoch 1719 | loss: 0.0309501 | val_loss: 0.0312443 | Time: 1601.85 ms
[2021-09-27 09:22:35 main:574] : INFO : Epoch 1720 | loss: 0.0309427 | val_loss: 0.0312826 | Time: 1592.38 ms
[2021-09-27 09:22:37 main:574] : INFO : Epoch 1721 | loss: 0.0309436 | val_loss: 0.0312933 | Time: 1638.08 ms
[2021-09-27 09:22:38 main:574] : INFO : Epoch 1722 | loss: 0.0309675 | val_loss: 0.0312531 | Time: 1585.46 ms
[2021-09-27 09:22:40 main:574] : INFO : Epoch 1723 | loss: 0.0310055 | val_loss: 0.0312137 | Time: 1584.66 ms
[2021-09-27 09:22:41 main:574] : INFO : Epoch 1724 | loss: 0.0309772 | val_loss: 0.0313044 | Time: 1595.24 ms
[2021-09-27 09:22:43 main:574] : INFO : Epoch 1725 | loss: 0.0309661 | val_loss: 0.0312538 | Time: 1595.61 ms
[2021-09-27 09:22:45 main:574] : INFO : Epoch 1726 | loss: 0.0309607 | val_loss: 0.0312296 | Time: 1590.1 ms
[2021-09-27 09:22:46 main:574] : INFO : Epoch 1727 | loss: 0.0309553 | val_loss: 0.0312589 | Time: 1636.49 ms
[2021-09-27 09:22:48 main:574] : INFO : Epoch 1728 | loss: 0.0309456 | val_loss: 0.0312437 | Time: 1642.1 ms
[2021-09-27 09:22:50 main:574] : INFO : Epoch 1729 | loss: 0.030953 | val_loss: 0.0312061 | Time: 1646.68 ms
[2021-09-27 09:22:51 main:574] : INFO : Epoch 1730 | loss: 0.0309542 | val_loss: 0.031282 | Time: 1596.65 ms
[2021-09-27 09:22:53 main:574] : INFO : Epoch 1731 | loss: 0.0309432 | val_loss: 0.0312904 | Time: 1611.03 ms
[2021-09-27 09:22:54 main:574] : INFO : Epoch 1732 | loss: 0.0309483 | val_loss: 0.0312875 | Time: 1584 ms
[2021-09-27 09:22:56 main:574] : INFO : Epoch 1733 | loss: 0.0309372 | val_loss: 0.0312752 | Time: 1620.29 ms
[2021-09-27 09:22:58 main:574] : INFO : Epoch 1734 | loss: 0.0309394 | val_loss: 0.0312718 | Time: 1627.52 ms
[2021-09-27 09:22:59 main:574] : INFO : Epoch 1735 | loss: 0.0309398 | val_loss: 0.0312872 | Time: 1601.05 ms
[2021-09-27 09:23:01 main:574] : INFO : Epoch 1736 | loss: 0.030948 | val_loss: 0.0312694 | Time: 1583.86 ms
[2021-09-27 09:23:02 main:574] : INFO : Epoch 1737 | loss: 0.0309579 | val_loss: 0.0312546 | Time: 1616.61 ms
[2021-09-27 09:23:04 main:574] : INFO : Epoch 1738 | loss: 0.0309561 | val_loss: 0.0312652 | Time: 1582.42 ms
[2021-09-27 09:23:06 main:574] : INFO : Epoch 1739 | loss: 0.0309547 | val_loss: 0.0312941 | Time: 1612.33 ms
[2021-09-27 09:23:07 main:574] : INFO : Epoch 1740 | loss: 0.0309509 | val_loss: 0.031275 | Time: 1636.79 ms
[2021-09-27 09:23:09 main:574] : INFO : Epoch 1741 | loss: 0.0309523 | val_loss: 0.0313023 | Time: 1620.09 ms
[2021-09-27 09:23:11 main:574] : INFO : Epoch 1742 | loss: 0.0309499 | val_loss: 0.0312569 | Time: 1610.18 ms
[2021-09-27 09:23:12 main:574] : INFO : Epoch 1743 | loss: 0.0309491 | val_loss: 0.0312352 | Time: 1618.87 ms
[2021-09-27 09:23:14 main:574] : INFO : Epoch 1744 | loss: 0.0309613 | val_loss: 0.0312379 | Time: 1596.22 ms
[2021-09-27 09:23:15 main:574] : INFO : Epoch 1745 | loss: 0.0309668 | val_loss: 0.0312764 | Time: 1595.56 ms
[2021-09-27 09:23:17 main:574] : INFO : Epoch 1746 | loss: 0.0309592 | val_loss: 0.031262 | Time: 1606.11 ms
[2021-09-27 09:23:19 main:574] : INFO : Epoch 1747 | loss: 0.0309616 | val_loss: 0.0312499 | Time: 1617.39 ms
[2021-09-27 09:23:20 main:574] : INFO : Epoch 1748 | loss: 0.0309541 | val_loss: 0.0312357 | Time: 1579.93 ms
[2021-09-27 09:23:22 main:574] : INFO : Epoch 1749 | loss: 0.0309607 | val_loss: 0.031279 | Time: 1621.65 ms
[2021-09-27 09:23:23 main:574] : INFO : Epoch 1750 | loss: 0.0309514 | val_loss: 0.0312866 | Time: 1589.35 ms
[2021-09-27 09:23:25 main:574] : INFO : Epoch 1751 | loss: 0.0309428 | val_loss: 0.0312513 | Time: 1576.61 ms
[2021-09-27 09:23:27 main:574] : INFO : Epoch 1752 | loss: 0.0309467 | val_loss: 0.0312706 | Time: 1610.98 ms
[2021-09-27 09:23:28 main:574] : INFO : Epoch 1753 | loss: 0.0309484 | val_loss: 0.0312797 | Time: 1598.89 ms
[2021-09-27 09:23:30 main:574] : INFO : Epoch 1754 | loss: 0.0309476 | val_loss: 0.0312876 | Time: 1589.71 ms
[2021-09-27 09:23:31 main:574] : INFO : Epoch 1755 | loss: 0.0309472 | val_loss: 0.0312635 | Time: 1613.06 ms
[2021-09-27 09:23:33 main:574] : INFO : Epoch 1756 | loss: 0.0309385 | val_loss: 0.0312848 | Time: 1622.74 ms
[2021-09-27 09:23:35 main:574] : INFO : Epoch 1757 | loss: 0.0309555 | val_loss: 0.0312312 | Time: 1572.91 ms
[2021-09-27 09:23:36 main:574] : INFO : Epoch 1758 | loss: 0.0309652 | val_loss: 0.0312689 | Time: 1635.35 ms
[2021-09-27 09:23:38 main:574] : INFO : Epoch 1759 | loss: 0.0309617 | val_loss: 0.0312379 | Time: 1594.88 ms
[2021-09-27 09:23:40 main:574] : INFO : Epoch 1760 | loss: 0.0309553 | val_loss: 0.0312756 | Time: 1650.02 ms
[2021-09-27 09:23:41 main:574] : INFO : Epoch 1761 | loss: 0.0309465 | val_loss: 0.0312772 | Time: 1632.09 ms
[2021-09-27 09:23:43 main:574] : INFO : Epoch 1762 | loss: 0.0309417 | val_loss: 0.0312774 | Time: 1616.08 ms
[2021-09-27 09:23:44 main:574] : INFO : Epoch 1763 | loss: 0.0309438 | val_loss: 0.0312712 | Time: 1602.19 ms
[2021-09-27 09:23:46 main:574] : INFO : Epoch 1764 | loss: 0.0309412 | val_loss: 0.0312655 | Time: 1592.4 ms
[2021-09-27 09:23:48 main:574] : INFO : Epoch 1765 | loss: 0.0309578 | val_loss: 0.0312685 | Time: 1585.8 ms
[2021-09-27 09:23:49 main:574] : INFO : Epoch 1766 | loss: 0.0309508 | val_loss: 0.0312735 | Time: 1609.64 ms
[2021-09-27 09:23:51 main:574] : INFO : Epoch 1767 | loss: 0.0309449 | val_loss: 0.0312632 | Time: 1644.95 ms
[2021-09-27 09:23:52 main:574] : INFO : Epoch 1768 | loss: 0.030949 | val_loss: 0.0312527 | Time: 1609.52 ms
[2021-09-27 09:23:54 main:574] : INFO : Epoch 1769 | loss: 0.0309483 | val_loss: 0.0312944 | Time: 1567.07 ms
[2021-09-27 09:23:56 main:574] : INFO : Epoch 1770 | loss: 0.0309494 | val_loss: 0.0312929 | Time: 1595.79 ms
[2021-09-27 09:23:57 main:574] : INFO : Epoch 1771 | loss: 0.0309517 | val_loss: 0.0312949 | Time: 1611.27 ms
[2021-09-27 09:23:59 main:574] : INFO : Epoch 1772 | loss: 0.0309428 | val_loss: 0.0312621 | Time: 1612.44 ms
[2021-09-27 09:24:00 main:574] : INFO : Epoch 1773 | loss: 0.0309401 | val_loss: 0.0312461 | Time: 1591.66 ms
[2021-09-27 09:24:02 main:574] : INFO : Epoch 1774 | loss: 0.0309756 | val_loss: 0.0312528 | Time: 1597.18 ms
[2021-09-27 09:24:04 main:574] : INFO : Epoch 1775 | loss: 0.0309648 | val_loss: 0.0312437 | Time: 1634.48 ms
[2021-09-27 09:24:05 main:574] : INFO : Epoch 1776 | loss: 0.0309612 | val_loss: 0.0312536 | Time: 1603.39 ms
[2021-09-27 09:24:07 main:574] : INFO : Epoch 1777 | loss: 0.0309536 | val_loss: 0.0312447 | Time: 1624.01 ms
[2021-09-27 09:24:09 main:574] : INFO : Epoch 1778 | loss: 0.0309527 | val_loss: 0.031247 | Time: 1594.62 ms
[2021-09-27 09:24:10 main:574] : INFO : Epoch 1779 | loss: 0.030946 | val_loss: 0.0312678 | Time: 1602.49 ms
[2021-09-27 09:24:12 main:574] : INFO : Epoch 1780 | loss: 0.030944 | val_loss: 0.0312808 | Time: 1618.17 ms
[2021-09-27 09:24:13 main:574] : INFO : Epoch 1781 | loss: 0.0309528 | val_loss: 0.0312883 | Time: 1618.7 ms
[2021-09-27 09:24:15 main:574] : INFO : Epoch 1782 | loss: 0.0309617 | val_loss: 0.0312756 | Time: 1622.16 ms
[2021-09-27 09:24:17 main:574] : INFO : Epoch 1783 | loss: 0.0309515 | val_loss: 0.0312636 | Time: 1610.8 ms
[2021-09-27 09:24:18 main:574] : INFO : Epoch 1784 | loss: 0.0309426 | val_loss: 0.0312609 | Time: 1611 ms
[2021-09-27 09:24:20 main:574] : INFO : Epoch 1785 | loss: 0.0309426 | val_loss: 0.0312448 | Time: 1608.54 ms
[2021-09-27 09:24:22 main:574] : INFO : Epoch 1786 | loss: 0.0309522 | val_loss: 0.0312201 | Time: 1613.44 ms
[2021-09-27 09:24:23 main:574] : INFO : Epoch 1787 | loss: 0.0309951 | val_loss: 0.0312758 | Time: 1619.75 ms
[2021-09-27 09:24:25 main:574] : INFO : Epoch 1788 | loss: 0.0309684 | val_loss: 0.0312466 | Time: 1621.37 ms
[2021-09-27 09:24:26 main:574] : INFO : Epoch 1789 | loss: 0.0309476 | val_loss: 0.0312479 | Time: 1626.8 ms
[2021-09-27 09:24:28 main:574] : INFO : Epoch 1790 | loss: 0.0309443 | val_loss: 0.0312433 | Time: 1629.27 ms
[2021-09-27 09:24:30 main:574] : INFO : Epoch 1791 | loss: 0.0309397 | val_loss: 0.0312599 | Time: 1608.47 ms
[2021-09-27 09:24:31 main:574] : INFO : Epoch 1792 | loss: 0.030954 | val_loss: 0.0313051 | Time: 1575.38 ms
[2021-09-27 09:24:33 main:574] : INFO : Epoch 1793 | loss: 0.0309663 | val_loss: 0.0312451 | Time: 1612.88 ms
[2021-09-27 09:24:34 main:574] : INFO : Epoch 1794 | loss: 0.0309666 | val_loss: 0.0312582 | Time: 1602.88 ms
[2021-09-27 09:24:36 main:574] : INFO : Epoch 1795 | loss: 0.0309556 | val_loss: 0.0312714 | Time: 1667.04 ms
[2021-09-27 09:24:38 main:574] : INFO : Epoch 1796 | loss: 0.0309526 | val_loss: 0.0312757 | Time: 1614.99 ms
[2021-09-27 09:24:39 main:574] : INFO : Epoch 1797 | loss: 0.0309468 | val_loss: 0.0312559 | Time: 1598.01 ms
[2021-09-27 09:24:41 main:574] : INFO : Epoch 1798 | loss: 0.0309605 | val_loss: 0.0312477 | Time: 1619.91 ms
[2021-09-27 09:24:43 main:574] : INFO : Epoch 1799 | loss: 0.0309524 | val_loss: 0.0312396 | Time: 1650.44 ms
[2021-09-27 09:24:44 main:574] : INFO : Epoch 1800 | loss: 0.0309513 | val_loss: 0.0312505 | Time: 1598.98 ms
[2021-09-27 09:24:46 main:574] : INFO : Epoch 1801 | loss: 0.0309527 | val_loss: 0.0312653 | Time: 1579.85 ms
[2021-09-27 09:24:47 main:574] : INFO : Epoch 1802 | loss: 0.0309589 | val_loss: 0.0312743 | Time: 1628.22 ms
[2021-09-27 09:24:49 main:574] : INFO : Epoch 1803 | loss: 0.0309556 | val_loss: 0.0312357 | Time: 1593.76 ms
[2021-09-27 09:24:51 main:574] : INFO : Epoch 1804 | loss: 0.0309618 | val_loss: 0.0312275 | Time: 1600.4 ms
[2021-09-27 09:24:52 main:574] : INFO : Epoch 1805 | loss: 0.030954 | val_loss: 0.0312603 | Time: 1598.43 ms
[2021-09-27 09:24:54 main:574] : INFO : Epoch 1806 | loss: 0.0309596 | val_loss: 0.0313086 | Time: 1617.18 ms
[2021-09-27 09:24:56 main:574] : INFO : Epoch 1807 | loss: 0.030947 | val_loss: 0.031295 | Time: 1584.5 ms
[2021-09-27 09:24:57 main:574] : INFO : Epoch 1808 | loss: 0.0309476 | val_loss: 0.0312841 | Time: 1570.17 ms
[2021-09-27 09:24:59 main:574] : INFO : Epoch 1809 | loss: 0.0309398 | val_loss: 0.0312573 | Time: 1609.05 ms
[2021-09-27 09:25:00 main:574] : INFO : Epoch 1810 | loss: 0.0309432 | val_loss: 0.03127 | Time: 1591.34 ms
[2021-09-27 09:25:02 main:574] : INFO : Epoch 1811 | loss: 0.0309437 | val_loss: 0.0312442 | Time: 1620.87 ms
[2021-09-27 09:25:04 main:574] : INFO : Epoch 1812 | loss: 0.0309484 | val_loss: 0.0312836 | Time: 1598.2 ms
[2021-09-27 09:25:05 main:574] : INFO : Epoch 1813 | loss: 0.0309475 | val_loss: 0.0312161 | Time: 1595.41 ms
[2021-09-27 09:25:07 main:574] : INFO : Epoch 1814 | loss: 0.0309873 | val_loss: 0.0312778 | Time: 1570.7 ms
[2021-09-27 09:25:08 main:574] : INFO : Epoch 1815 | loss: 0.0309928 | val_loss: 0.0312269 | Time: 1620.23 ms
[2021-09-27 09:25:10 main:574] : INFO : Epoch 1816 | loss: 0.030954 | val_loss: 0.0312719 | Time: 1595.75 ms
[2021-09-27 09:25:12 main:574] : INFO : Epoch 1817 | loss: 0.0309672 | val_loss: 0.03125 | Time: 1573.26 ms
[2021-09-27 09:25:13 main:574] : INFO : Epoch 1818 | loss: 0.0309568 | val_loss: 0.0312646 | Time: 1573.61 ms
[2021-09-27 09:25:15 main:574] : INFO : Epoch 1819 | loss: 0.0309481 | val_loss: 0.0312399 | Time: 1603.87 ms
[2021-09-27 09:25:16 main:574] : INFO : Epoch 1820 | loss: 0.0309753 | val_loss: 0.031268 | Time: 1606.66 ms
[2021-09-27 09:25:18 main:574] : INFO : Epoch 1821 | loss: 0.0309578 | val_loss: 0.031312 | Time: 1589.66 ms
[2021-09-27 09:25:20 main:574] : INFO : Epoch 1822 | loss: 0.0309575 | val_loss: 0.0312669 | Time: 1595.2 ms
[2021-09-27 09:25:21 main:574] : INFO : Epoch 1823 | loss: 0.0309524 | val_loss: 0.0312586 | Time: 1603.14 ms
[2021-09-27 09:25:23 main:574] : INFO : Epoch 1824 | loss: 0.0309477 | val_loss: 0.0312802 | Time: 1624.34 ms
[2021-09-27 09:25:24 main:574] : INFO : Epoch 1825 | loss: 0.03095 | val_loss: 0.0312862 | Time: 1626.93 ms
[2021-09-27 09:25:26 main:574] : INFO : Epoch 1826 | loss: 0.0309419 | val_loss: 0.031295 | Time: 1580.41 ms
[2021-09-27 09:25:28 main:574] : INFO : Epoch 1827 | loss: 0.0309356 | val_loss: 0.0312749 | Time: 1587.89 ms
[2021-09-27 09:25:29 main:574] : INFO : Epoch 1828 | loss: 0.0309403 | val_loss: 0.0312539 | Time: 1617.58 ms
[2021-09-27 09:25:31 main:574] : INFO : Epoch 1829 | loss: 0.0309434 | val_loss: 0.031277 | Time: 1595.09 ms
[2021-09-27 09:25:32 main:574] : INFO : Epoch 1830 | loss: 0.0309382 | val_loss: 0.0312758 | Time: 1584.34 ms
[2021-09-27 09:25:34 main:574] : INFO : Epoch 1831 | loss: 0.0309366 | val_loss: 0.0312714 | Time: 1584.19 ms
[2021-09-27 09:25:36 main:574] : INFO : Epoch 1832 | loss: 0.0309392 | val_loss: 0.0312759 | Time: 1612.84 ms
[2021-09-27 09:25:37 main:574] : INFO : Epoch 1833 | loss: 0.0310188 | val_loss: 0.0312432 | Time: 1591.62 ms
[2021-09-27 09:25:39 main:574] : INFO : Epoch 1834 | loss: 0.0310412 | val_loss: 0.0312499 | Time: 1599.65 ms
[2021-09-27 09:25:40 main:574] : INFO : Epoch 1835 | loss: 0.0309965 | val_loss: 0.031242 | Time: 1622.48 ms
[2021-09-27 09:25:42 main:574] : INFO : Epoch 1836 | loss: 0.0309575 | val_loss: 0.0312609 | Time: 1613.01 ms
[2021-09-27 09:25:44 main:574] : INFO : Epoch 1837 | loss: 0.030951 | val_loss: 0.0312673 | Time: 1612.29 ms
[2021-09-27 09:25:45 main:574] : INFO : Epoch 1838 | loss: 0.0309509 | val_loss: 0.0312342 | Time: 1616.55 ms
[2021-09-27 09:25:47 main:574] : INFO : Epoch 1839 | loss: 0.0309436 | val_loss: 0.0312728 | Time: 1637 ms
[2021-09-27 09:25:49 main:574] : INFO : Epoch 1840 | loss: 0.0309398 | val_loss: 0.0312577 | Time: 1610.44 ms
[2021-09-27 09:25:50 main:574] : INFO : Epoch 1841 | loss: 0.0309431 | val_loss: 0.0312621 | Time: 1609.72 ms
[2021-09-27 09:25:52 main:574] : INFO : Epoch 1842 | loss: 0.0309389 | val_loss: 0.0312749 | Time: 1616.14 ms
[2021-09-27 09:25:53 main:574] : INFO : Epoch 1843 | loss: 0.0309465 | val_loss: 0.0313185 | Time: 1601.79 ms
[2021-09-27 09:25:55 main:574] : INFO : Epoch 1844 | loss: 0.0309612 | val_loss: 0.0312752 | Time: 1636.78 ms
[2021-09-27 09:25:57 main:574] : INFO : Epoch 1845 | loss: 0.0309714 | val_loss: 0.0312602 | Time: 1609.66 ms
[2021-09-27 09:25:58 main:574] : INFO : Epoch 1846 | loss: 0.0309487 | val_loss: 0.0312586 | Time: 1617.26 ms
[2021-09-27 09:26:00 main:574] : INFO : Epoch 1847 | loss: 0.0309544 | val_loss: 0.03125 | Time: 1606.3 ms
[2021-09-27 09:26:02 main:574] : INFO : Epoch 1848 | loss: 0.0309422 | val_loss: 0.0312838 | Time: 1607.23 ms
[2021-09-27 09:26:03 main:574] : INFO : Epoch 1849 | loss: 0.0309361 | val_loss: 0.0312444 | Time: 1608.54 ms
[2021-09-27 09:26:05 main:574] : INFO : Epoch 1850 | loss: 0.0309536 | val_loss: 0.0312648 | Time: 1611.35 ms
[2021-09-27 09:26:06 main:574] : INFO : Epoch 1851 | loss: 0.0309561 | val_loss: 0.0312372 | Time: 1626.75 ms
[2021-09-27 09:26:08 main:574] : INFO : Epoch 1852 | loss: 0.0309552 | val_loss: 0.0312467 | Time: 1618.99 ms
[2021-09-27 09:26:10 main:574] : INFO : Epoch 1853 | loss: 0.030949 | val_loss: 0.0312698 | Time: 1629.95 ms
[2021-09-27 09:26:11 main:574] : INFO : Epoch 1854 | loss: 0.0311483 | val_loss: 0.0312355 | Time: 1602.36 ms
[2021-09-27 09:26:13 main:574] : INFO : Epoch 1855 | loss: 0.0312247 | val_loss: 0.0312117 | Time: 1627.54 ms
[2021-09-27 09:26:15 main:574] : INFO : Epoch 1856 | loss: 0.0311908 | val_loss: 0.0311825 | Time: 1637.61 ms
[2021-09-27 09:26:16 main:574] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311669 | Time: 1616.68 ms
[2021-09-27 09:26:18 main:574] : INFO : Epoch 1858 | loss: 0.0311479 | val_loss: 0.0311633 | Time: 1600.72 ms
[2021-09-27 09:26:19 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311547 | Time: 1601.44 ms
[2021-09-27 09:26:21 main:574] : INFO : Epoch 1860 | loss: 0.0311291 | val_loss: 0.031152 | Time: 1570.87 ms
[2021-09-27 09:26:23 main:574] : INFO : Epoch 1861 | loss: 0.0311216 | val_loss: 0.0311485 | Time: 1625.66 ms
[2021-09-27 09:26:24 main:574] : INFO : Epoch 1862 | loss: 0.0311156 | val_loss: 0.0311469 | Time: 1596.35 ms
[2021-09-27 09:26:26 main:574] : INFO : Epoch 1863 | loss: 0.031111 | val_loss: 0.0311447 | Time: 1592.81 ms
[2021-09-27 09:26:27 main:574] : INFO : Epoch 1864 | loss: 0.0311077 | val_loss: 0.0311444 | Time: 1605.87 ms
[2021-09-27 09:26:29 main:574] : INFO : Epoch 1865 | loss: 0.0311048 | val_loss: 0.0311477 | Time: 1620.95 ms
[2021-09-27 09:26:31 main:574] : INFO : Epoch 1866 | loss: 0.0311008 | val_loss: 0.031145 | Time: 1612.07 ms
[2021-09-27 09:26:32 main:574] : INFO : Epoch 1867 | loss: 0.0310987 | val_loss: 0.0311462 | Time: 1617.5 ms
[2021-09-27 09:26:34 main:574] : INFO : Epoch 1868 | loss: 0.0310949 | val_loss: 0.0311435 | Time: 1631.34 ms
[2021-09-27 09:26:36 main:574] : INFO : Epoch 1869 | loss: 0.0310926 | val_loss: 0.0311461 | Time: 1620.6 ms
[2021-09-27 09:26:37 main:574] : INFO : Epoch 1870 | loss: 0.0310903 | val_loss: 0.031146 | Time: 1599.17 ms
[2021-09-27 09:26:39 main:574] : INFO : Epoch 1871 | loss: 0.0310865 | val_loss: 0.0311488 | Time: 1650.33 ms
[2021-09-27 09:26:40 main:574] : INFO : Epoch 1872 | loss: 0.0310837 | val_loss: 0.0311492 | Time: 1610.48 ms
[2021-09-27 09:26:42 main:574] : INFO : Epoch 1873 | loss: 0.0310808 | val_loss: 0.0311681 | Time: 1603.36 ms
[2021-09-27 09:26:44 main:574] : INFO : Epoch 1874 | loss: 0.0310814 | val_loss: 0.0311572 | Time: 1631.42 ms
[2021-09-27 09:26:45 main:574] : INFO : Epoch 1875 | loss: 0.0310756 | val_loss: 0.0311586 | Time: 1627.22 ms
[2021-09-27 09:26:47 main:574] : INFO : Epoch 1876 | loss: 0.0310706 | val_loss: 0.0311737 | Time: 1588.98 ms
[2021-09-27 09:26:48 main:574] : INFO : Epoch 1877 | loss: 0.0310723 | val_loss: 0.0311589 | Time: 1602.68 ms
[2021-09-27 09:26:50 main:574] : INFO : Epoch 1878 | loss: 0.0310697 | val_loss: 0.0311682 | Time: 1643.64 ms
[2021-09-27 09:26:52 main:574] : INFO : Epoch 1879 | loss: 0.0310648 | val_loss: 0.0311693 | Time: 1613.7 ms
[2021-09-27 09:26:53 main:574] : INFO : Epoch 1880 | loss: 0.0310632 | val_loss: 0.0311804 | Time: 1618.46 ms
[2021-09-27 09:26:55 main:574] : INFO : Epoch 1881 | loss: 0.0310597 | val_loss: 0.0311615 | Time: 1604.04 ms
[2021-09-27 09:26:57 main:574] : INFO : Epoch 1882 | loss: 0.0310601 | val_loss: 0.0311635 | Time: 1630.05 ms
[2021-09-27 09:26:58 main:574] : INFO : Epoch 1883 | loss: 0.0310552 | val_loss: 0.03119 | Time: 1658.83 ms
[2021-09-27 09:27:00 main:574] : INFO : Epoch 1884 | loss: 0.0310541 | val_loss: 0.0311633 | Time: 1615.22 ms
[2021-09-27 09:27:02 main:574] : INFO : Epoch 1885 | loss: 0.0310529 | val_loss: 0.0311744 | Time: 1619.94 ms
[2021-09-27 09:27:03 main:574] : INFO : Epoch 1886 | loss: 0.0310484 | val_loss: 0.0311888 | Time: 1616.13 ms
[2021-09-27 09:27:05 main:574] : INFO : Epoch 1887 | loss: 0.0310446 | val_loss: 0.0311892 | Time: 1602.39 ms
[2021-09-27 09:27:06 main:574] : INFO : Epoch 1888 | loss: 0.0310565 | val_loss: 0.0311523 | Time: 1630.42 ms
[2021-09-27 09:27:08 main:574] : INFO : Epoch 1889 | loss: 0.0310716 | val_loss: 0.031176 | Time: 1626.03 ms
[2021-09-27 09:27:10 main:574] : INFO : Epoch 1890 | loss: 0.0310587 | val_loss: 0.0311662 | Time: 1587.33 ms
[2021-09-27 09:27:11 main:574] : INFO : Epoch 1891 | loss: 0.0310499 | val_loss: 0.0311662 | Time: 1586.67 ms
[2021-09-27 09:27:13 main:574] : INFO : Epoch 1892 | loss: 0.0310437 | val_loss: 0.031164 | Time: 1601.17 ms
[2021-09-27 09:27:14 main:574] : INFO : Epoch 1893 | loss: 0.03104 | val_loss: 0.0311977 | Time: 1637.95 ms
[2021-09-27 09:27:16 main:574] : INFO : Epoch 1894 | loss: 0.0310401 | val_loss: 0.0311839 | Time: 1605.85 ms
[2021-09-27 09:27:18 main:574] : INFO : Epoch 1895 | loss: 0.0310324 | val_loss: 0.0311876 | Time: 1618.97 ms
[2021-09-27 09:27:19 main:574] : INFO : Epoch 1896 | loss: 0.0310306 | val_loss: 0.0311766 | Time: 1636.63 ms
[2021-09-27 09:27:21 main:574] : INFO : Epoch 1897 | loss: 0.0310265 | val_loss: 0.0312096 | Time: 1599.93 ms
[2021-09-27 09:27:23 main:574] : INFO : Epoch 1898 | loss: 0.0310205 | val_loss: 0.0311997 | Time: 1626.03 ms
[2021-09-27 09:27:24 main:574] : INFO : Epoch 1899 | loss: 0.0310214 | val_loss: 0.0311887 | Time: 1621.79 ms
[2021-09-27 09:27:26 main:574] : INFO : Epoch 1900 | loss: 0.031019 | val_loss: 0.0311836 | Time: 1631.84 ms
[2021-09-27 09:27:28 main:574] : INFO : Epoch 1901 | loss: 0.0310139 | val_loss: 0.0312106 | Time: 1637.14 ms
[2021-09-27 09:27:29 main:574] : INFO : Epoch 1902 | loss: 0.0310102 | val_loss: 0.0312133 | Time: 1612.3 ms
[2021-09-27 09:27:31 main:574] : INFO : Epoch 1903 | loss: 0.0310091 | val_loss: 0.0311983 | Time: 1603.21 ms
[2021-09-27 09:27:32 main:574] : INFO : Epoch 1904 | loss: 0.0310119 | val_loss: 0.0312424 | Time: 1632.48 ms
[2021-09-27 09:27:34 main:574] : INFO : Epoch 1905 | loss: 0.0310181 | val_loss: 0.0311899 | Time: 1634.06 ms
[2021-09-27 09:27:36 main:574] : INFO : Epoch 1906 | loss: 0.0310192 | val_loss: 0.031192 | Time: 1604.46 ms
[2021-09-27 09:27:37 main:574] : INFO : Epoch 1907 | loss: 0.031019 | val_loss: 0.0311847 | Time: 1616.07 ms
[2021-09-27 09:27:39 main:574] : INFO : Epoch 1908 | loss: 0.0310187 | val_loss: 0.0311958 | Time: 1611.95 ms
[2021-09-27 09:27:41 main:574] : INFO : Epoch 1909 | loss: 0.0310154 | val_loss: 0.0311985 | Time: 1638.85 ms
[2021-09-27 09:27:42 main:574] : INFO : Epoch 1910 | loss: 0.0310126 | val_loss: 0.0312128 | Time: 1623.66 ms
[2021-09-27 09:27:44 main:574] : INFO : Epoch 1911 | loss: 0.0310045 | val_loss: 0.0312004 | Time: 1634.79 ms
[2021-09-27 09:27:45 main:574] : INFO : Epoch 1912 | loss: 0.0310014 | val_loss: 0.0312058 | Time: 1611.54 ms
[2021-09-27 09:27:47 main:574] : INFO : Epoch 1913 | loss: 0.0310039 | val_loss: 0.0311938 | Time: 1635.75 ms
[2021-09-27 09:27:49 main:574] : INFO : Epoch 1914 | loss: 0.0310004 | val_loss: 0.0312222 | Time: 1614.56 ms
[2021-09-27 09:27:50 main:574] : INFO : Epoch 1915 | loss: 0.0310011 | val_loss: 0.0312097 | Time: 1623.6 ms
[2021-09-27 09:27:52 main:574] : INFO : Epoch 1916 | loss: 0.0310015 | val_loss: 0.0312451 | Time: 1576.34 ms
[2021-09-27 09:27:54 main:574] : INFO : Epoch 1917 | loss: 0.0309927 | val_loss: 0.0312077 | Time: 1625.69 ms
[2021-09-27 09:27:55 main:574] : INFO : Epoch 1918 | loss: 0.0309911 | val_loss: 0.0312143 | Time: 1605.12 ms
[2021-09-27 09:27:57 main:574] : INFO : Epoch 1919 | loss: 0.0309916 | val_loss: 0.0312156 | Time: 1574.72 ms
[2021-09-27 09:27:58 main:574] : INFO : Epoch 1920 | loss: 0.0309902 | val_loss: 0.0312157 | Time: 1620.26 ms
[2021-09-27 09:28:00 main:574] : INFO : Epoch 1921 | loss: 0.0309896 | val_loss: 0.0312238 | Time: 1584.54 ms
[2021-09-27 09:28:02 main:574] : INFO : Epoch 1922 | loss: 0.0309878 | val_loss: 0.0312135 | Time: 1638.36 ms
[2021-09-27 09:28:03 main:574] : INFO : Epoch 1923 | loss: 0.0309884 | val_loss: 0.0312333 | Time: 1629.13 ms
[2021-09-27 09:28:05 main:574] : INFO : Epoch 1924 | loss: 0.0309976 | val_loss: 0.0312137 | Time: 1571.46 ms
[2021-09-27 09:28:06 main:574] : INFO : Epoch 1925 | loss: 0.0309923 | val_loss: 0.0312263 | Time: 1598.61 ms
[2021-09-27 09:28:08 main:574] : INFO : Epoch 1926 | loss: 0.030989 | val_loss: 0.031243 | Time: 1610.33 ms
[2021-09-27 09:28:10 main:574] : INFO : Epoch 1927 | loss: 0.0309855 | val_loss: 0.0312222 | Time: 1636.48 ms
[2021-09-27 09:28:11 main:574] : INFO : Epoch 1928 | loss: 0.0309876 | val_loss: 0.0312459 | Time: 1626.61 ms
[2021-09-27 09:28:13 main:574] : INFO : Epoch 1929 | loss: 0.030979 | val_loss: 0.0312402 | Time: 1610.76 ms
[2021-09-27 09:28:15 main:574] : INFO : Epoch 1930 | loss: 0.0309827 | val_loss: 0.0311994 | Time: 1589.17 ms
[2021-09-27 09:28:16 main:574] : INFO : Epoch 1931 | loss: 0.0309831 | val_loss: 0.0312313 | Time: 1618.2 ms
[2021-09-27 09:28:18 main:574] : INFO : Epoch 1932 | loss: 0.0309772 | val_loss: 0.0312238 | Time: 1609.28 ms
[2021-09-27 09:28:19 main:574] : INFO : Epoch 1933 | loss: 0.0309935 | val_loss: 0.0312005 | Time: 1617.99 ms
[2021-09-27 09:28:21 main:574] : INFO : Epoch 1934 | loss: 0.0309954 | val_loss: 0.0311938 | Time: 1597.71 ms
[2021-09-27 09:28:23 main:574] : INFO : Epoch 1935 | loss: 0.0309955 | val_loss: 0.0312193 | Time: 1639.11 ms
[2021-09-27 09:28:24 main:574] : INFO : Epoch 1936 | loss: 0.0309942 | val_loss: 0.0312127 | Time: 1635.97 ms
[2021-09-27 09:28:26 main:574] : INFO : Epoch 1937 | loss: 0.030982 | val_loss: 0.0312421 | Time: 1636.96 ms
[2021-09-27 09:28:28 main:574] : INFO : Epoch 1938 | loss: 0.0309752 | val_loss: 0.0312345 | Time: 1625.87 ms
[2021-09-27 09:28:29 main:574] : INFO : Epoch 1939 | loss: 0.0309724 | val_loss: 0.0312414 | Time: 1620.74 ms
[2021-09-27 09:28:31 main:574] : INFO : Epoch 1940 | loss: 0.0309791 | val_loss: 0.0312508 | Time: 1631.36 ms
[2021-09-27 09:28:32 main:574] : INFO : Epoch 1941 | loss: 0.0309755 | val_loss: 0.0312291 | Time: 1581.79 ms
[2021-09-27 09:28:34 main:574] : INFO : Epoch 1942 | loss: 0.0309791 | val_loss: 0.031267 | Time: 1649.78 ms
[2021-09-27 09:28:36 main:574] : INFO : Epoch 1943 | loss: 0.030985 | val_loss: 0.0312359 | Time: 1602.84 ms
[2021-09-27 09:28:37 main:574] : INFO : Epoch 1944 | loss: 0.030977 | val_loss: 0.0312538 | Time: 1611.42 ms
[2021-09-27 09:28:39 main:574] : INFO : Epoch 1945 | loss: 0.0309758 | val_loss: 0.0312475 | Time: 1639.54 ms
[2021-09-27 09:28:41 main:574] : INFO : Epoch 1946 | loss: 0.0309726 | val_loss: 0.031242 | Time: 1591.85 ms
[2021-09-27 09:28:42 main:574] : INFO : Epoch 1947 | loss: 0.0309722 | val_loss: 0.031236 | Time: 1610.2 ms
[2021-09-27 09:28:44 main:574] : INFO : Epoch 1948 | loss: 0.0309684 | val_loss: 0.0312381 | Time: 1657.44 ms
[2021-09-27 09:28:45 main:574] : INFO : Epoch 1949 | loss: 0.030969 | val_loss: 0.0312374 | Time: 1617.68 ms
[2021-09-27 09:28:47 main:574] : INFO : Epoch 1950 | loss: 0.0309698 | val_loss: 0.0312235 | Time: 1623.93 ms
[2021-09-27 09:28:49 main:574] : INFO : Epoch 1951 | loss: 0.0309802 | val_loss: 0.0312343 | Time: 1618.49 ms
[2021-09-27 09:28:50 main:574] : INFO : Epoch 1952 | loss: 0.0309742 | val_loss: 0.0312371 | Time: 1602.12 ms
[2021-09-27 09:28:52 main:574] : INFO : Epoch 1953 | loss: 0.0309657 | val_loss: 0.0312525 | Time: 1585.51 ms
[2021-09-27 09:28:54 main:574] : INFO : Epoch 1954 | loss: 0.0309715 | val_loss: 0.0312656 | Time: 1638.63 ms
[2021-09-27 09:28:55 main:574] : INFO : Epoch 1955 | loss: 0.0309627 | val_loss: 0.0312825 | Time: 1596.52 ms
[2021-09-27 09:28:57 main:574] : INFO : Epoch 1956 | loss: 0.0309659 | val_loss: 0.0312692 | Time: 1571.99 ms
[2021-09-27 09:28:58 main:574] : INFO : Epoch 1957 | loss: 0.0309712 | val_loss: 0.0312275 | Time: 1597.96 ms
[2021-09-27 09:29:00 main:574] : INFO : Epoch 1958 | loss: 0.0309794 | val_loss: 0.0312429 | Time: 1627.2 ms
[2021-09-27 09:29:02 main:574] : INFO : Epoch 1959 | loss: 0.0309753 | val_loss: 0.031223 | Time: 1603.14 ms
[2021-09-27 09:29:03 main:574] : INFO : Epoch 1960 | loss: 0.030969 | val_loss: 0.0312684 | Time: 1630.34 ms
[2021-09-27 09:29:05 main:574] : INFO : Epoch 1961 | loss: 0.0309573 | val_loss: 0.0312593 | Time: 1605.08 ms
[2021-09-27 09:29:06 main:574] : INFO : Epoch 1962 | loss: 0.0309693 | val_loss: 0.031269 | Time: 1637.5 ms
[2021-09-27 09:29:08 main:574] : INFO : Epoch 1963 | loss: 0.0309833 | val_loss: 0.0312617 | Time: 1605.4 ms
[2021-09-27 09:29:10 main:574] : INFO : Epoch 1964 | loss: 0.0309868 | val_loss: 0.0312537 | Time: 1628.29 ms
[2021-09-27 09:29:11 main:574] : INFO : Epoch 1965 | loss: 0.0309699 | val_loss: 0.0312451 | Time: 1606.73 ms
[2021-09-27 09:29:13 main:574] : INFO : Epoch 1966 | loss: 0.0309653 | val_loss: 0.0312649 | Time: 1604.84 ms
[2021-09-27 09:29:15 main:574] : INFO : Epoch 1967 | loss: 0.0309577 | val_loss: 0.0312516 | Time: 1614.79 ms
[2021-09-27 09:29:16 main:574] : INFO : Epoch 1968 | loss: 0.0309749 | val_loss: 0.0312401 | Time: 1619.76 ms
[2021-09-27 09:29:18 main:574] : INFO : Epoch 1969 | loss: 0.0309802 | val_loss: 0.031258 | Time: 1610.17 ms
[2021-09-27 09:29:19 main:574] : INFO : Epoch 1970 | loss: 0.0309697 | val_loss: 0.0312572 | Time: 1588.41 ms
[2021-09-27 09:29:21 main:574] : INFO : Epoch 1971 | loss: 0.0309613 | val_loss: 0.0312656 | Time: 1632.36 ms
[2021-09-27 09:29:23 main:574] : INFO : Epoch 1972 | loss: 0.0309584 | val_loss: 0.0312531 | Time: 1588.96 ms
[2021-09-27 09:29:24 main:574] : INFO : Epoch 1973 | loss: 0.0309767 | val_loss: 0.0312738 | Time: 1600.66 ms
[2021-09-27 09:29:26 main:574] : INFO : Epoch 1974 | loss: 0.0309663 | val_loss: 0.0312543 | Time: 1613.28 ms
[2021-09-27 09:29:27 main:574] : INFO : Epoch 1975 | loss: 0.0309756 | val_loss: 0.0312399 | Time: 1639.53 ms
[2021-09-27 09:29:29 main:574] : INFO : Epoch 1976 | loss: 0.0309655 | val_loss: 0.0312525 | Time: 1609.84 ms
[2021-09-27 09:29:31 main:574] : INFO : Epoch 1977 | loss: 0.0309597 | val_loss: 0.0312736 | Time: 1630.44 ms
[2021-09-27 09:29:32 main:574] : INFO : Epoch 1978 | loss: 0.0309578 | val_loss: 0.0312638 | Time: 1598.02 ms
[2021-09-27 09:29:34 main:574] : INFO : Epoch 1979 | loss: 0.0309615 | val_loss: 0.0312496 | Time: 1593.27 ms
[2021-09-27 09:29:36 main:574] : INFO : Epoch 1980 | loss: 0.0309584 | val_loss: 0.0312482 | Time: 1608.38 ms
[2021-09-27 09:29:37 main:574] : INFO : Epoch 1981 | loss: 0.0309601 | val_loss: 0.0312462 | Time: 1612.22 ms
[2021-09-27 09:29:39 main:574] : INFO : Epoch 1982 | loss: 0.0309722 | val_loss: 0.0312308 | Time: 1618.68 ms
[2021-09-27 09:29:40 main:574] : INFO : Epoch 1983 | loss: 0.0309795 | val_loss: 0.0312378 | Time: 1602.55 ms
[2021-09-27 09:29:42 main:574] : INFO : Epoch 1984 | loss: 0.0310097 | val_loss: 0.0313104 | Time: 1638.62 ms
[2021-09-27 09:29:44 main:574] : INFO : Epoch 1985 | loss: 0.0310011 | val_loss: 0.0312808 | Time: 1627.07 ms
[2021-09-27 09:29:45 main:574] : INFO : Epoch 1986 | loss: 0.0309652 | val_loss: 0.031267 | Time: 1626.99 ms
[2021-09-27 09:29:47 main:574] : INFO : Epoch 1987 | loss: 0.0309552 | val_loss: 0.0312738 | Time: 1634.84 ms
[2021-09-27 09:29:49 main:574] : INFO : Epoch 1988 | loss: 0.0309548 | val_loss: 0.031278 | Time: 1603.41 ms
[2021-09-27 09:29:50 main:574] : INFO : Epoch 1989 | loss: 0.0309538 | val_loss: 0.0312699 | Time: 1586.17 ms
[2021-09-27 09:29:52 main:574] : INFO : Epoch 1990 | loss: 0.0309649 | val_loss: 0.0312436 | Time: 1604.32 ms
[2021-09-27 09:29:53 main:574] : INFO : Epoch 1991 | loss: 0.0309679 | val_loss: 0.0312478 | Time: 1635.14 ms
[2021-09-27 09:29:55 main:574] : INFO : Epoch 1992 | loss: 0.0309552 | val_loss: 0.0312465 | Time: 1640.89 ms
[2021-09-27 09:29:57 main:574] : INFO : Epoch 1993 | loss: 0.0309605 | val_loss: 0.0312446 | Time: 1606.54 ms
[2021-09-27 09:29:58 main:574] : INFO : Epoch 1994 | loss: 0.0309495 | val_loss: 0.0312435 | Time: 1643.82 ms
[2021-09-27 09:30:00 main:574] : INFO : Epoch 1995 | loss: 0.0309543 | val_loss: 0.0312342 | Time: 1600.45 ms
[2021-09-27 09:30:02 main:574] : INFO : Epoch 1996 | loss: 0.0309683 | val_loss: 0.0312574 | Time: 1599.71 ms
[2021-09-27 09:30:03 main:574] : INFO : Epoch 1997 | loss: 0.0309604 | val_loss: 0.0312611 | Time: 1629.19 ms
[2021-09-27 09:30:05 main:574] : INFO : Epoch 1998 | loss: 0.0309592 | val_loss: 0.0312497 | Time: 1624.31 ms
[2021-09-27 09:30:06 main:574] : INFO : Epoch 1999 | loss: 0.0309558 | val_loss: 0.0312784 | Time: 1615.33 ms
[2021-09-27 09:30:08 main:574] : INFO : Epoch 2000 | loss: 0.0309593 | val_loss: 0.031276 | Time: 1588.94 ms
[2021-09-27 09:30:10 main:574] : INFO : Epoch 2001 | loss: 0.0309545 | val_loss: 0.0312339 | Time: 1622.63 ms
[2021-09-27 09:30:11 main:574] : INFO : Epoch 2002 | loss: 0.0309573 | val_loss: 0.0312873 | Time: 1560.47 ms
[2021-09-27 09:30:13 main:574] : INFO : Epoch 2003 | loss: 0.0309497 | val_loss: 0.031259 | Time: 1642.91 ms
[2021-09-27 09:30:14 main:574] : INFO : Epoch 2004 | loss: 0.0309646 | val_loss: 0.0312176 | Time: 1603.64 ms
[2021-09-27 09:30:16 main:574] : INFO : Epoch 2005 | loss: 0.0309625 | val_loss: 0.0312654 | Time: 1620.13 ms
[2021-09-27 09:30:18 main:574] : INFO : Epoch 2006 | loss: 0.0309659 | val_loss: 0.0312258 | Time: 1614.05 ms
[2021-09-27 09:30:19 main:574] : INFO : Epoch 2007 | loss: 0.0309512 | val_loss: 0.0312726 | Time: 1639.08 ms
[2021-09-27 09:30:21 main:574] : INFO : Epoch 2008 | loss: 0.0309618 | val_loss: 0.0312607 | Time: 1617.05 ms
[2021-09-27 09:30:23 main:574] : INFO : Epoch 2009 | loss: 0.0309702 | val_loss: 0.0312666 | Time: 1600.49 ms
[2021-09-27 09:30:24 main:574] : INFO : Epoch 2010 | loss: 0.0309588 | val_loss: 0.0312201 | Time: 1588.53 ms
[2021-09-27 09:30:26 main:574] : INFO : Epoch 2011 | loss: 0.0309663 | val_loss: 0.0312857 | Time: 1618.45 ms
[2021-09-27 09:30:27 main:574] : INFO : Epoch 2012 | loss: 0.03096 | val_loss: 0.0312759 | Time: 1596.81 ms
[2021-09-27 09:30:29 main:574] : INFO : Epoch 2013 | loss: 0.030969 | val_loss: 0.0312559 | Time: 1621.81 ms
[2021-09-27 09:30:31 main:574] : INFO : Epoch 2014 | loss: 0.0309923 | val_loss: 0.0312586 | Time: 1618.21 ms
[2021-09-27 09:30:32 main:574] : INFO : Epoch 2015 | loss: 0.0309671 | val_loss: 0.03125 | Time: 1625.76 ms
[2021-09-27 09:30:34 main:574] : INFO : Epoch 2016 | loss: 0.0309598 | val_loss: 0.0312779 | Time: 1627.73 ms
[2021-09-27 09:30:36 main:574] : INFO : Epoch 2017 | loss: 0.0309468 | val_loss: 0.0312504 | Time: 1607.43 ms
[2021-09-27 09:30:37 main:574] : INFO : Epoch 2018 | loss: 0.0309626 | val_loss: 0.0312445 | Time: 1603.44 ms
[2021-09-27 09:30:39 main:574] : INFO : Epoch 2019 | loss: 0.0309805 | val_loss: 0.0312178 | Time: 1599.15 ms
[2021-09-27 09:30:40 main:574] : INFO : Epoch 2020 | loss: 0.0309889 | val_loss: 0.0312532 | Time: 1601.41 ms
[2021-09-27 09:30:42 main:574] : INFO : Epoch 2021 | loss: 0.0310158 | val_loss: 0.0312258 | Time: 1622.03 ms
[2021-09-27 09:30:44 main:574] : INFO : Epoch 2022 | loss: 0.0309901 | val_loss: 0.0312789 | Time: 1586.14 ms
[2021-09-27 09:30:45 main:574] : INFO : Epoch 2023 | loss: 0.030962 | val_loss: 0.0312456 | Time: 1616.6 ms
[2021-09-27 09:30:47 main:574] : INFO : Epoch 2024 | loss: 0.0309509 | val_loss: 0.0312534 | Time: 1622.15 ms
[2021-09-27 09:30:48 main:574] : INFO : Epoch 2025 | loss: 0.0309432 | val_loss: 0.0313184 | Time: 1613.62 ms
[2021-09-27 09:30:50 main:574] : INFO : Epoch 2026 | loss: 0.0309458 | val_loss: 0.03128 | Time: 1602.51 ms
[2021-09-27 09:30:52 main:574] : INFO : Epoch 2027 | loss: 0.0309533 | val_loss: 0.0312667 | Time: 1603.47 ms
[2021-09-27 09:30:53 main:574] : INFO : Epoch 2028 | loss: 0.0309492 | val_loss: 0.0312611 | Time: 1564.22 ms
[2021-09-27 09:30:55 main:574] : INFO : Epoch 2029 | loss: 0.0309504 | val_loss: 0.0312375 | Time: 1626.97 ms
[2021-09-27 09:30:57 main:574] : INFO : Epoch 2030 | loss: 0.0309622 | val_loss: 0.0312566 | Time: 1639.03 ms
[2021-09-27 09:30:58 main:574] : INFO : Epoch 2031 | loss: 0.030959 | val_loss: 0.0312807 | Time: 1614.58 ms
[2021-09-27 09:31:00 main:574] : INFO : Epoch 2032 | loss: 0.0309644 | val_loss: 0.0312201 | Time: 1619.55 ms
[2021-09-27 09:31:01 main:574] : INFO : Epoch 2033 | loss: 0.0309832 | val_loss: 0.0312369 | Time: 1590.65 ms
[2021-09-27 09:31:03 main:574] : INFO : Epoch 2034 | loss: 0.0309728 | val_loss: 0.0312513 | Time: 1605.05 ms
[2021-09-27 09:31:05 main:574] : INFO : Epoch 2035 | loss: 0.030969 | val_loss: 0.0312638 | Time: 1599.43 ms
[2021-09-27 09:31:06 main:574] : INFO : Epoch 2036 | loss: 0.030955 | val_loss: 0.0312987 | Time: 1580.79 ms
[2021-09-27 09:31:08 main:574] : INFO : Epoch 2037 | loss: 0.0309565 | val_loss: 0.0312809 | Time: 1604.07 ms
[2021-09-27 09:31:09 main:574] : INFO : Epoch 2038 | loss: 0.0309566 | val_loss: 0.0312778 | Time: 1583.63 ms
[2021-09-27 09:31:11 main:574] : INFO : Epoch 2039 | loss: 0.0309481 | val_loss: 0.0312544 | Time: 1568.48 ms
[2021-09-27 09:31:13 main:574] : INFO : Epoch 2040 | loss: 0.0309534 | val_loss: 0.031246 | Time: 1621.88 ms
[2021-09-27 09:31:14 main:574] : INFO : Epoch 2041 | loss: 0.0309687 | val_loss: 0.0312954 | Time: 1604.54 ms
[2021-09-27 09:31:16 main:574] : INFO : Epoch 2042 | loss: 0.0309616 | val_loss: 0.0312893 | Time: 1612.89 ms
[2021-09-27 09:31:18 main:574] : INFO : Epoch 2043 | loss: 0.0309538 | val_loss: 0.0312471 | Time: 1646.27 ms
[2021-09-27 09:31:19 main:574] : INFO : Epoch 2044 | loss: 0.0309459 | val_loss: 0.0312526 | Time: 1589.68 ms
[2021-09-27 09:31:21 main:574] : INFO : Epoch 2045 | loss: 0.0309503 | val_loss: 0.0312851 | Time: 1602.02 ms
[2021-09-27 09:31:23 main:574] : INFO : Epoch 2046 | loss: 0.0309436 | val_loss: 0.031282 | Time: 1634.74 ms
[2021-09-27 09:31:25 main:574] : INFO : Epoch 2047 | loss: 0.0309427 | val_loss: 0.0312418 | Time: 1601.91 ms
[2021-09-27 09:31:27 main:574] : INFO : Epoch 2048 | loss: 0.0309578 | val_loss: 0.0312626 | Time: 1630.16 ms
[2021-09-27 09:31:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312626
[2021-09-27 09:31:27 main:603] : INFO : Saving end state to config to file
[2021-09-27 09:31:27 main:608] : INFO : Success, exiting..
09:31:27 (4756): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)