Task 7605103
| Name | ParityModified-1631726140-11821-3_0 |
| Workunit | 5260200 |
| Created | 26 Sep 2021, 11:51:59 UTC |
| Sent | 4 Oct 2021, 11:55:58 UTC |
| Report deadline | 11 Oct 2021, 11:55:58 UTC |
| Received | 5 Oct 2021, 3:16:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 56 min 57 sec |
| CPU time | 56 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311723 | val_loss: 0.0311782 | Time: 1636.58 ms
[2021-10-04 22:59:34 main:574] : INFO : Epoch 1543 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1626.35 ms
[2021-10-04 22:59:35 main:574] : INFO : Epoch 1544 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 1638.63 ms
[2021-10-04 22:59:37 main:574] : INFO : Epoch 1545 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1639.2 ms
[2021-10-04 22:59:39 main:574] : INFO : Epoch 1546 | loss: 0.0311617 | val_loss: 0.031173 | Time: 1636.2 ms
[2021-10-04 22:59:40 main:574] : INFO : Epoch 1547 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 1636.79 ms
[2021-10-04 22:59:42 main:574] : INFO : Epoch 1548 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 1627.36 ms
[2021-10-04 22:59:44 main:574] : INFO : Epoch 1549 | loss: 0.0311576 | val_loss: 0.0311728 | Time: 1660.98 ms
[2021-10-04 22:59:45 main:574] : INFO : Epoch 1550 | loss: 0.0311608 | val_loss: 0.0311739 | Time: 1659.15 ms
[2021-10-04 22:59:47 main:574] : INFO : Epoch 1551 | loss: 0.0311573 | val_loss: 0.031172 | Time: 1629.08 ms
[2021-10-04 22:59:48 main:574] : INFO : Epoch 1552 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1655.63 ms
[2021-10-04 22:59:50 main:574] : INFO : Epoch 1553 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1642.27 ms
[2021-10-04 22:59:52 main:574] : INFO : Epoch 1554 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 1652.02 ms
[2021-10-04 22:59:53 main:574] : INFO : Epoch 1555 | loss: 0.0311549 | val_loss: 0.0311726 | Time: 1614.3 ms
[2021-10-04 22:59:55 main:574] : INFO : Epoch 1556 | loss: 0.0311544 | val_loss: 0.0311711 | Time: 1625.52 ms
[2021-10-04 22:59:57 main:574] : INFO : Epoch 1557 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 1634.68 ms
[2021-10-04 22:59:58 main:574] : INFO : Epoch 1558 | loss: 0.0311548 | val_loss: 0.0311714 | Time: 1652.11 ms
[2021-10-04 23:00:00 main:574] : INFO : Epoch 1559 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 1670.39 ms
[2021-10-04 23:00:02 main:574] : INFO : Epoch 1560 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 1628.71 ms
[2021-10-04 23:00:03 main:574] : INFO : Epoch 1561 | loss: 0.0311572 | val_loss: 0.0311737 | Time: 1656.29 ms
[2021-10-04 23:00:05 main:574] : INFO : Epoch 1562 | loss: 0.0311554 | val_loss: 0.0311698 | Time: 1637.42 ms
[2021-10-04 23:00:07 main:574] : INFO : Epoch 1563 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 1628.47 ms
[2021-10-04 23:00:08 main:574] : INFO : Epoch 1564 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 1648.51 ms
[2021-10-04 23:00:10 main:574] : INFO : Epoch 1565 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 1621.9 ms
[2021-10-04 23:00:12 main:574] : INFO : Epoch 1566 | loss: 0.0311539 | val_loss: 0.0311678 | Time: 1652.41 ms
[2021-10-04 23:00:13 main:574] : INFO : Epoch 1567 | loss: 0.0311546 | val_loss: 0.0311717 | Time: 1649.82 ms
[2021-10-04 23:00:15 main:574] : INFO : Epoch 1568 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 1640.66 ms
[2021-10-04 23:00:16 main:574] : INFO : Epoch 1569 | loss: 0.031155 | val_loss: 0.0311705 | Time: 1649 ms
[2021-10-04 23:00:18 main:574] : INFO : Epoch 1570 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 1636.34 ms
[2021-10-04 23:00:20 main:574] : INFO : Epoch 1571 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 1605.76 ms
[2021-10-04 23:00:21 main:574] : INFO : Epoch 1572 | loss: 0.0311552 | val_loss: 0.0311708 | Time: 1635.7 ms
[2021-10-04 23:00:23 main:574] : INFO : Epoch 1573 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 1662.97 ms
[2021-10-04 23:00:25 main:574] : INFO : Epoch 1574 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1637.63 ms
[2021-10-04 23:00:26 main:574] : INFO : Epoch 1575 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1640.89 ms
[2021-10-04 23:00:28 main:574] : INFO : Epoch 1576 | loss: 0.0311527 | val_loss: 0.0311709 | Time: 1655.56 ms
[2021-10-04 23:00:30 main:574] : INFO : Epoch 1577 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 1643.5 ms
[2021-10-04 23:00:31 main:574] : INFO : Epoch 1578 | loss: 0.031152 | val_loss: 0.0311709 | Time: 1652.7 ms
[2021-10-04 23:00:33 main:574] : INFO : Epoch 1579 | loss: 0.031152 | val_loss: 0.0311717 | Time: 1676.1 ms
[2021-10-04 23:00:35 main:574] : INFO : Epoch 1580 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 1682.19 ms
[2021-10-04 23:00:36 main:574] : INFO : Epoch 1581 | loss: 0.0311536 | val_loss: 0.0311708 | Time: 1665.71 ms
[2021-10-04 23:00:38 main:574] : INFO : Epoch 1582 | loss: 0.0311511 | val_loss: 0.0311724 | Time: 1648.04 ms
[2021-10-04 23:00:40 main:574] : INFO : Epoch 1583 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 1652.74 ms
[2021-10-04 23:00:41 main:574] : INFO : Epoch 1584 | loss: 0.0311508 | val_loss: 0.0311726 | Time: 1646.69 ms
[2021-10-04 23:00:43 main:574] : INFO : Epoch 1585 | loss: 0.0311513 | val_loss: 0.0311723 | Time: 1644.58 ms
[2021-10-04 23:00:45 main:574] : INFO : Epoch 1586 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 1633.42 ms
[2021-10-04 23:00:46 main:574] : INFO : Epoch 1587 | loss: 0.0311522 | val_loss: 0.031171 | Time: 1641.3 ms
[2021-10-04 23:00:48 main:574] : INFO : Epoch 1588 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 1672.04 ms
[2021-10-04 23:00:50 main:574] : INFO : Epoch 1589 | loss: 0.0311487 | val_loss: 0.0311721 | Time: 1661.38 ms
[2021-10-04 23:00:51 main:574] : INFO : Epoch 1590 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 1660.91 ms
[2021-10-04 23:00:53 main:574] : INFO : Epoch 1591 | loss: 0.0311501 | val_loss: 0.0311684 | Time: 1646.72 ms
[2021-10-04 23:00:55 main:574] : INFO : Epoch 1592 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 1638.08 ms
[2021-10-04 23:00:56 main:574] : INFO : Epoch 1593 | loss: 0.0311497 | val_loss: 0.0311702 | Time: 1663.42 ms
[2021-10-04 23:00:58 main:574] : INFO : Epoch 1594 | loss: 0.031149 | val_loss: 0.0311741 | Time: 1645.58 ms
[2021-10-04 23:01:00 main:574] : INFO : Epoch 1595 | loss: 0.0311497 | val_loss: 0.0311727 | Time: 1688.68 ms
[2021-10-04 23:01:01 main:574] : INFO : Epoch 1596 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 1654.83 ms
[2021-10-04 23:01:03 main:574] : INFO : Epoch 1597 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 1643.43 ms
[2021-10-04 23:01:05 main:574] : INFO : Epoch 1598 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 1630.74 ms
[2021-10-04 23:01:06 main:574] : INFO : Epoch 1599 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1635.79 ms
[2021-10-04 23:01:08 main:574] : INFO : Epoch 1600 | loss: 0.0311587 | val_loss: 0.031171 | Time: 1660.4 ms
[2021-10-04 23:01:10 main:574] : INFO : Epoch 1601 | loss: 0.0311573 | val_loss: 0.03117 | Time: 1647.19 ms
[2021-10-04 23:01:11 main:574] : INFO : Epoch 1602 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1631.38 ms
[2021-10-04 23:01:13 main:574] : INFO : Epoch 1603 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 1636.47 ms
[2021-10-04 23:01:14 main:574] : INFO : Epoch 1604 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 1641.1 ms
[2021-10-04 23:01:16 main:574] : INFO : Epoch 1605 | loss: 0.031158 | val_loss: 0.0311712 | Time: 1652.23 ms
[2021-10-04 23:01:18 main:574] : INFO : Epoch 1606 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1629.75 ms
[2021-10-04 23:01:19 main:574] : INFO : Epoch 1607 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1635.66 ms
[2021-10-04 23:01:21 main:574] : INFO : Epoch 1608 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 1633.68 ms
[2021-10-04 23:01:23 main:574] : INFO : Epoch 1609 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 1631.74 ms
[2021-10-04 23:01:24 main:574] : INFO : Epoch 1610 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 1653.42 ms
[2021-10-04 23:01:26 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 1612.58 ms
[2021-10-04 23:01:28 main:574] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 1643.69 ms
[2021-10-04 23:01:29 main:574] : INFO : Epoch 1613 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1659.08 ms
[2021-10-04 23:01:31 main:574] : INFO : Epoch 1614 | loss: 0.031165 | val_loss: 0.0311726 | Time: 1655.08 ms
[2021-10-04 23:01:33 main:574] : INFO : Epoch 1615 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1645.29 ms
[2021-10-04 23:01:34 main:574] : INFO : Epoch 1616 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 1650.46 ms
[2021-10-04 23:01:36 main:574] : INFO : Epoch 1617 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1677.15 ms
[2021-10-04 23:01:38 main:574] : INFO : Epoch 1618 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 1642.45 ms
[2021-10-04 23:01:39 main:574] : INFO : Epoch 1619 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 1657.89 ms
[2021-10-04 23:01:41 main:574] : INFO : Epoch 1620 | loss: 0.0311603 | val_loss: 0.0311729 | Time: 1643.37 ms
[2021-10-04 23:01:43 main:574] : INFO : Epoch 1621 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 1678.57 ms
[2021-10-04 23:01:44 main:574] : INFO : Epoch 1622 | loss: 0.0311582 | val_loss: 0.0311714 | Time: 1637.59 ms
[2021-10-04 23:01:46 main:574] : INFO : Epoch 1623 | loss: 0.0311586 | val_loss: 0.031174 | Time: 1663.62 ms
[2021-10-04 23:01:48 main:574] : INFO : Epoch 1624 | loss: 0.0311593 | val_loss: 0.0311725 | Time: 1639.78 ms
[2021-10-04 23:01:49 main:574] : INFO : Epoch 1625 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 1640.6 ms
[2021-10-04 23:01:51 main:574] : INFO : Epoch 1626 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 1613.36 ms
[2021-10-04 23:01:52 main:574] : INFO : Epoch 1627 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 1608.42 ms
[2021-10-04 23:01:54 main:574] : INFO : Epoch 1628 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 1649.08 ms
[2021-10-04 23:01:56 main:574] : INFO : Epoch 1629 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 1626.2 ms
[2021-10-04 23:01:57 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 1638.86 ms
[2021-10-04 23:01:59 main:574] : INFO : Epoch 1631 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 1639.88 ms
[2021-10-04 23:02:01 main:574] : INFO : Epoch 1632 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 1641.58 ms
[2021-10-04 23:02:02 main:574] : INFO : Epoch 1633 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 1623.26 ms
[2021-10-04 23:02:04 main:574] : INFO : Epoch 1634 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 1637.66 ms
[2021-10-04 23:02:06 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.0311684 | Time: 1630.69 ms
[2021-10-04 23:02:07 main:574] : INFO : Epoch 1636 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 1635.05 ms
[2021-10-04 23:02:09 main:574] : INFO : Epoch 1637 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1644.04 ms
[2021-10-04 23:02:10 main:574] : INFO : Epoch 1638 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 1616.28 ms
[2021-10-04 23:02:12 main:574] : INFO : Epoch 1639 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1603.22 ms
[2021-10-04 23:02:14 main:574] : INFO : Epoch 1640 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 1646.35 ms
[2021-10-04 23:02:15 main:574] : INFO : Epoch 1641 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 1636.76 ms
[2021-10-04 23:02:17 main:574] : INFO : Epoch 1642 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 1650.54 ms
[2021-10-04 23:02:19 main:574] : INFO : Epoch 1643 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1647.98 ms
[2021-10-04 23:02:20 main:574] : INFO : Epoch 1644 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 1667.75 ms
[2021-10-04 23:02:22 main:574] : INFO : Epoch 1645 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 1630.55 ms
[2021-10-04 23:02:24 main:574] : INFO : Epoch 1646 | loss: 0.03116 | val_loss: 0.0311696 | Time: 1622.36 ms
[2021-10-04 23:02:25 main:574] : INFO : Epoch 1647 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 1634.81 ms
[2021-10-04 23:02:27 main:574] : INFO : Epoch 1648 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 1630.84 ms
[2021-10-04 23:02:29 main:574] : INFO : Epoch 1649 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 1618.52 ms
[2021-10-04 23:02:30 main:574] : INFO : Epoch 1650 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 1621.67 ms
[2021-10-04 23:02:32 main:574] : INFO : Epoch 1651 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 1649.27 ms
[2021-10-04 23:02:33 main:574] : INFO : Epoch 1652 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 1656.69 ms
[2021-10-04 23:02:35 main:574] : INFO : Epoch 1653 | loss: 0.0311611 | val_loss: 0.0311778 | Time: 1655.68 ms
[2021-10-04 23:02:37 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.031172 | Time: 1656.88 ms
[2021-10-04 23:02:38 main:574] : INFO : Epoch 1655 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 1655.23 ms
[2021-10-04 23:02:40 main:574] : INFO : Epoch 1656 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 1652.97 ms
[2021-10-04 23:02:42 main:574] : INFO : Epoch 1657 | loss: 0.0311711 | val_loss: 0.0311693 | Time: 1643.49 ms
[2021-10-04 23:02:43 main:574] : INFO : Epoch 1658 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 1622.67 ms
[2021-10-04 23:02:45 main:574] : INFO : Epoch 1659 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1629.53 ms
[2021-10-04 23:02:47 main:574] : INFO : Epoch 1660 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 1613.59 ms
[2021-10-04 23:02:48 main:574] : INFO : Epoch 1661 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 1657.39 ms
[2021-10-04 23:02:50 main:574] : INFO : Epoch 1662 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1644.44 ms
[2021-10-04 23:02:52 main:574] : INFO : Epoch 1663 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 1594.6 ms
[2021-10-04 23:02:53 main:574] : INFO : Epoch 1664 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 1629.09 ms
[2021-10-04 23:02:55 main:574] : INFO : Epoch 1665 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 1650.11 ms
[2021-10-04 23:02:57 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 1666.26 ms
[2021-10-04 23:02:58 main:574] : INFO : Epoch 1667 | loss: 0.031169 | val_loss: 0.0311771 | Time: 1641.63 ms
[2021-10-04 23:03:00 main:574] : INFO : Epoch 1668 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1639.1 ms
[2021-10-04 23:03:01 main:574] : INFO : Epoch 1669 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1637.67 ms
[2021-10-04 23:03:03 main:574] : INFO : Epoch 1670 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 1651.64 ms
[2021-10-04 23:03:05 main:574] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1629.41 ms
[2021-10-04 23:03:06 main:574] : INFO : Epoch 1672 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1646.83 ms
[2021-10-04 23:03:08 main:574] : INFO : Epoch 1673 | loss: 0.0311746 | val_loss: 0.031178 | Time: 1631.37 ms
[2021-10-04 23:03:10 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 1625.46 ms
[2021-10-04 23:03:11 main:574] : INFO : Epoch 1675 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 1658.67 ms
[2021-10-04 23:03:13 main:574] : INFO : Epoch 1676 | loss: 0.0311729 | val_loss: 0.0311741 | Time: 1661.35 ms
[2021-10-04 23:03:15 main:574] : INFO : Epoch 1677 | loss: 0.031172 | val_loss: 0.0311768 | Time: 1633.38 ms
[2021-10-04 23:03:16 main:574] : INFO : Epoch 1678 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1608.27 ms
[2021-10-04 23:03:18 main:574] : INFO : Epoch 1679 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 1623.05 ms
[2021-10-04 23:03:20 main:574] : INFO : Epoch 1680 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 1660.22 ms
[2021-10-04 23:03:21 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1608.17 ms
[2021-10-04 23:03:23 main:574] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 1613.25 ms
[2021-10-04 23:03:24 main:574] : INFO : Epoch 1683 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 1612.89 ms
[2021-10-04 23:03:26 main:574] : INFO : Epoch 1684 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 1630.13 ms
[2021-10-04 23:03:28 main:574] : INFO : Epoch 1685 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1638.09 ms
[2021-10-04 23:03:29 main:574] : INFO : Epoch 1686 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1622.59 ms
[2021-10-04 23:03:31 main:574] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 1634.87 ms
[2021-10-04 23:03:33 main:574] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 1620.31 ms
[2021-10-04 23:03:34 main:574] : INFO : Epoch 1689 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 1660.85 ms
[2021-10-04 23:03:36 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311737 | Time: 1625.92 ms
[2021-10-04 23:03:38 main:574] : INFO : Epoch 1691 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 1621.15 ms
[2021-10-04 23:03:39 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 1619.68 ms
[2021-10-04 23:03:41 main:574] : INFO : Epoch 1693 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 1641.25 ms
[2021-10-04 23:03:42 main:574] : INFO : Epoch 1694 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 1645.08 ms
[2021-10-04 23:03:44 main:574] : INFO : Epoch 1695 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 1663.48 ms
[2021-10-04 23:03:46 main:574] : INFO : Epoch 1696 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 1649.38 ms
[2021-10-04 23:03:47 main:574] : INFO : Epoch 1697 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 1629.42 ms
[2021-10-04 23:03:49 main:574] : INFO : Epoch 1698 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 1653.05 ms
[2021-10-04 23:03:51 main:574] : INFO : Epoch 1699 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 1632.02 ms
[2021-10-04 23:03:52 main:574] : INFO : Epoch 1700 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1650.3 ms
[2021-10-04 23:03:54 main:574] : INFO : Epoch 1701 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 1629.24 ms
[2021-10-04 23:03:56 main:574] : INFO : Epoch 1702 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1666.85 ms
[2021-10-04 23:03:57 main:574] : INFO : Epoch 1703 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 1670.59 ms
[2021-10-04 23:03:59 main:574] : INFO : Epoch 1704 | loss: 0.0311894 | val_loss: 0.0311957 | Time: 1645.2 ms
[2021-10-04 23:04:01 main:574] : INFO : Epoch 1705 | loss: 0.031192 | val_loss: 0.0311929 | Time: 1631.23 ms
[2021-10-04 23:04:02 main:574] : INFO : Epoch 1706 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 1650.71 ms
[2021-10-04 23:04:04 main:574] : INFO : Epoch 1707 | loss: 0.0311897 | val_loss: 0.0311913 | Time: 1616.34 ms
[2021-10-04 23:04:06 main:574] : INFO : Epoch 1708 | loss: 0.0311966 | val_loss: 0.0312004 | Time: 1617.2 ms
[2021-10-04 23:04:07 main:574] : INFO : Epoch 1709 | loss: 0.0312047 | val_loss: 0.031202 | Time: 1614.77 ms
[2021-10-04 23:04:09 main:574] : INFO : Epoch 1710 | loss: 0.0312042 | val_loss: 0.0312018 | Time: 1625.51 ms
[2021-10-04 23:04:10 main:574] : INFO : Epoch 1711 | loss: 0.031202 | val_loss: 0.0312003 | Time: 1611.86 ms
[2021-10-04 23:04:12 main:574] : INFO : Epoch 1712 | loss: 0.0311995 | val_loss: 0.0312011 | Time: 1648.61 ms
[2021-10-04 23:04:14 main:574] : INFO : Epoch 1713 | loss: 0.0311999 | val_loss: 0.031199 | Time: 1613.42 ms
[2021-10-04 23:04:15 main:574] : INFO : Epoch 1714 | loss: 0.0311983 | val_loss: 0.0311978 | Time: 1633.96 ms
[2021-10-04 23:04:17 main:574] : INFO : Epoch 1715 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 1622.88 ms
[2021-10-04 23:04:19 main:574] : INFO : Epoch 1716 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 1660.47 ms
[2021-10-04 23:04:20 main:574] : INFO : Epoch 1717 | loss: 0.0311947 | val_loss: 0.031199 | Time: 1651.68 ms
[2021-10-04 23:04:22 main:574] : INFO : Epoch 1718 | loss: 0.0311961 | val_loss: 0.0312005 | Time: 1623.1 ms
[2021-10-04 23:04:24 main:574] : INFO : Epoch 1719 | loss: 0.0312001 | val_loss: 0.0311949 | Time: 1626.69 ms
[2021-10-04 23:04:25 main:574] : INFO : Epoch 1720 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1644.83 ms
[2021-10-04 23:04:27 main:574] : INFO : Epoch 1721 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 1633.59 ms
[2021-10-04 23:04:29 main:574] : INFO : Epoch 1722 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 1646.63 ms
[2021-10-04 23:04:30 main:574] : INFO : Epoch 1723 | loss: 0.031196 | val_loss: 0.0311969 | Time: 1624.69 ms
[2021-10-04 23:04:32 main:574] : INFO : Epoch 1724 | loss: 0.0311934 | val_loss: 0.0311949 | Time: 1648.85 ms
[2021-10-04 23:04:33 main:574] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 1656.74 ms
[2021-10-04 23:04:35 main:574] : INFO : Epoch 1726 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 1666.58 ms
[2021-10-04 23:04:37 main:574] : INFO : Epoch 1727 | loss: 0.0311933 | val_loss: 0.0311973 | Time: 1655.31 ms
[2021-10-04 23:04:38 main:574] : INFO : Epoch 1728 | loss: 0.031193 | val_loss: 0.0311933 | Time: 1638.67 ms
[2021-10-04 23:04:40 main:574] : INFO : Epoch 1729 | loss: 0.0311903 | val_loss: 0.0311945 | Time: 1659.14 ms
[2021-10-04 23:04:42 main:574] : INFO : Epoch 1730 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1627.04 ms
[2021-10-04 23:04:43 main:574] : INFO : Epoch 1731 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 1637.13 ms
[2021-10-04 23:04:45 main:574] : INFO : Epoch 1732 | loss: 0.0311896 | val_loss: 0.0311921 | Time: 1646.02 ms
[2021-10-04 23:04:47 main:574] : INFO : Epoch 1733 | loss: 0.0311878 | val_loss: 0.0311942 | Time: 1628.2 ms
[2021-10-04 23:04:48 main:574] : INFO : Epoch 1734 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 1646.24 ms
[2021-10-04 23:04:50 main:574] : INFO : Epoch 1735 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 1642.81 ms
[2021-10-04 23:04:52 main:574] : INFO : Epoch 1736 | loss: 0.0311977 | val_loss: 0.0312005 | Time: 1648.02 ms
[2021-10-04 23:04:53 main:574] : INFO : Epoch 1737 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 1633.48 ms
[2021-10-04 23:04:55 main:574] : INFO : Epoch 1738 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 1631.87 ms
[2021-10-04 23:04:57 main:574] : INFO : Epoch 1739 | loss: 0.0311873 | val_loss: 0.0311938 | Time: 1623.24 ms
[2021-10-04 23:04:58 main:574] : INFO : Epoch 1740 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 1605.64 ms
[2021-10-04 23:05:00 main:574] : INFO : Epoch 1741 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 1649.56 ms
[2021-10-04 23:05:01 main:574] : INFO : Epoch 1742 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 1624.81 ms
[2021-10-04 23:05:03 main:574] : INFO : Epoch 1743 | loss: 0.0311867 | val_loss: 0.0311944 | Time: 1618.3 ms
[2021-10-04 23:05:05 main:574] : INFO : Epoch 1744 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 1648.08 ms
[2021-10-04 23:05:06 main:574] : INFO : Epoch 1745 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 1626.72 ms
[2021-10-04 23:05:08 main:574] : INFO : Epoch 1746 | loss: 0.0311862 | val_loss: 0.0311986 | Time: 1643.65 ms
[2021-10-04 23:05:10 main:574] : INFO : Epoch 1747 | loss: 0.0311868 | val_loss: 0.0311916 | Time: 1639.23 ms
[2021-10-04 23:05:11 main:574] : INFO : Epoch 1748 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 1645.01 ms
[2021-10-04 23:05:13 main:574] : INFO : Epoch 1749 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 1624.27 ms
[2021-10-04 23:05:15 main:574] : INFO : Epoch 1750 | loss: 0.0311871 | val_loss: 0.0311936 | Time: 1628.37 ms
[2021-10-04 23:05:16 main:574] : INFO : Epoch 1751 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 1638.94 ms
[2021-10-04 23:05:18 main:574] : INFO : Epoch 1752 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 1639.67 ms
[2021-10-04 23:05:19 main:574] : INFO : Epoch 1753 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 1628.94 ms
[2021-10-04 23:05:21 main:574] : INFO : Epoch 1754 | loss: 0.031185 | val_loss: 0.0311928 | Time: 1624.3 ms
[2021-10-04 23:05:23 main:574] : INFO : Epoch 1755 | loss: 0.0311864 | val_loss: 0.0311924 | Time: 1622.04 ms
[2021-10-04 23:05:24 main:574] : INFO : Epoch 1756 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 1638.62 ms
[2021-10-04 23:05:26 main:574] : INFO : Epoch 1757 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 1657.17 ms
[2021-10-04 23:05:28 main:574] : INFO : Epoch 1758 | loss: 0.0311872 | val_loss: 0.0311932 | Time: 1670 ms
[2021-10-04 23:05:29 main:574] : INFO : Epoch 1759 | loss: 0.0311931 | val_loss: 0.0311941 | Time: 1653.78 ms
[2021-10-04 23:05:31 main:574] : INFO : Epoch 1760 | loss: 0.0311982 | val_loss: 0.031203 | Time: 1659.52 ms
[2021-10-04 23:05:33 main:574] : INFO : Epoch 1761 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 1653.64 ms
[2021-10-04 23:05:34 main:574] : INFO : Epoch 1762 | loss: 0.0312088 | val_loss: 0.0312064 | Time: 1641.7 ms
[2021-10-04 23:05:36 main:574] : INFO : Epoch 1763 | loss: 0.0312093 | val_loss: 0.0312082 | Time: 1659.94 ms
[2021-10-04 23:05:38 main:574] : INFO : Epoch 1764 | loss: 0.0312081 | val_loss: 0.0312055 | Time: 1642.59 ms
[2021-10-04 23:05:39 main:574] : INFO : Epoch 1765 | loss: 0.0312073 | val_loss: 0.0312075 | Time: 1636.92 ms
[2021-10-04 23:05:41 main:574] : INFO : Epoch 1766 | loss: 0.0312096 | val_loss: 0.0312085 | Time: 1629.3 ms
[2021-10-04 23:05:43 main:574] : INFO : Epoch 1767 | loss: 0.0312088 | val_loss: 0.0312089 | Time: 1661.13 ms
[2021-10-04 23:05:44 main:574] : INFO : Epoch 1768 | loss: 0.0312085 | val_loss: 0.0312099 | Time: 1629.65 ms
[2021-10-04 23:05:46 main:574] : INFO : Epoch 1769 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1637.08 ms
[2021-10-04 23:05:48 main:574] : INFO : Epoch 1770 | loss: 0.0312032 | val_loss: 0.031203 | Time: 1622.61 ms
[2021-10-04 23:05:49 main:574] : INFO : Epoch 1771 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 1659.29 ms
[2021-10-04 23:05:51 main:574] : INFO : Epoch 1772 | loss: 0.0312001 | val_loss: 0.0312009 | Time: 1636.42 ms
[2021-10-04 23:05:52 main:574] : INFO : Epoch 1773 | loss: 0.0312002 | val_loss: 0.031204 | Time: 1642.47 ms
[2021-10-04 23:05:54 main:574] : INFO : Epoch 1774 | loss: 0.0312143 | val_loss: 0.0312168 | Time: 1640.77 ms
[2021-10-04 23:05:56 main:574] : INFO : Epoch 1775 | loss: 0.0312204 | val_loss: 0.0312158 | Time: 1642.99 ms
[2021-10-04 23:05:57 main:574] : INFO : Epoch 1776 | loss: 0.0312181 | val_loss: 0.0312141 | Time: 1608.12 ms
[2021-10-04 23:05:59 main:574] : INFO : Epoch 1777 | loss: 0.0312166 | val_loss: 0.0312137 | Time: 1637.23 ms
[2021-10-04 23:06:01 main:574] : INFO : Epoch 1778 | loss: 0.0312152 | val_loss: 0.0312138 | Time: 1634.6 ms
[2021-10-04 23:06:02 main:574] : INFO : Epoch 1779 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1659.65 ms
[2021-10-04 23:06:04 main:574] : INFO : Epoch 1780 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 1670.21 ms
[2021-10-04 23:06:06 main:574] : INFO : Epoch 1781 | loss: 0.0312131 | val_loss: 0.0312138 | Time: 1660.12 ms
[2021-10-04 23:06:07 main:574] : INFO : Epoch 1782 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 1648.59 ms
[2021-10-04 23:06:09 main:574] : INFO : Epoch 1783 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 1643.04 ms
[2021-10-04 23:06:11 main:574] : INFO : Epoch 1784 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1647.2 ms
[2021-10-04 23:06:12 main:574] : INFO : Epoch 1785 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 1640.23 ms
[2021-10-04 23:06:14 main:574] : INFO : Epoch 1786 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 1630.8 ms
[2021-10-04 23:06:16 main:574] : INFO : Epoch 1787 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 1647.63 ms
[2021-10-04 23:06:17 main:574] : INFO : Epoch 1788 | loss: 0.0312097 | val_loss: 0.0312096 | Time: 1632.96 ms
[2021-10-04 23:06:19 main:574] : INFO : Epoch 1789 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 1620.56 ms
[2021-10-04 23:06:21 main:574] : INFO : Epoch 1790 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 1638.92 ms
[2021-10-04 23:06:22 main:574] : INFO : Epoch 1791 | loss: 0.0312113 | val_loss: 0.0312151 | Time: 1631.24 ms
[2021-10-04 23:06:24 main:574] : INFO : Epoch 1792 | loss: 0.0312107 | val_loss: 0.0312099 | Time: 1650.74 ms
[2021-10-04 23:06:25 main:574] : INFO : Epoch 1793 | loss: 0.0312088 | val_loss: 0.031211 | Time: 1626.44 ms
[2021-10-04 23:06:27 main:574] : INFO : Epoch 1794 | loss: 0.0312091 | val_loss: 0.0312113 | Time: 1642.16 ms
[2021-10-04 23:06:29 main:574] : INFO : Epoch 1795 | loss: 0.0312083 | val_loss: 0.0312118 | Time: 1630.14 ms
[2021-10-04 23:06:30 main:574] : INFO : Epoch 1796 | loss: 0.0312106 | val_loss: 0.0312101 | Time: 1635 ms
[2021-10-04 23:06:32 main:574] : INFO : Epoch 1797 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 1636.81 ms
[2021-10-04 23:06:34 main:574] : INFO : Epoch 1798 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 1638.88 ms
[2021-10-04 23:06:35 main:574] : INFO : Epoch 1799 | loss: 0.0312079 | val_loss: 0.0312118 | Time: 1670.96 ms
[2021-10-04 23:06:37 main:574] : INFO : Epoch 1800 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 1648.54 ms
[2021-10-04 23:06:39 main:574] : INFO : Epoch 1801 | loss: 0.0312078 | val_loss: 0.0312111 | Time: 1634.79 ms
[2021-10-04 23:06:40 main:574] : INFO : Epoch 1802 | loss: 0.0312076 | val_loss: 0.03121 | Time: 1632.34 ms
[2021-10-04 23:06:42 main:574] : INFO : Epoch 1803 | loss: 0.0312067 | val_loss: 0.0312113 | Time: 1653.98 ms
[2021-10-04 23:06:44 main:574] : INFO : Epoch 1804 | loss: 0.0312071 | val_loss: 0.03121 | Time: 1630.47 ms
[2021-10-04 23:06:45 main:574] : INFO : Epoch 1805 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 1647.83 ms
[2021-10-04 23:06:47 main:574] : INFO : Epoch 1806 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1627.95 ms
[2021-10-04 23:06:49 main:574] : INFO : Epoch 1807 | loss: 0.0312057 | val_loss: 0.03121 | Time: 1647.14 ms
[2021-10-04 23:06:50 main:574] : INFO : Epoch 1808 | loss: 0.0312074 | val_loss: 0.0312108 | Time: 1631.03 ms
[2021-10-04 23:06:52 main:574] : INFO : Epoch 1809 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 1643.46 ms
[2021-10-04 23:06:53 main:574] : INFO : Epoch 1810 | loss: 0.031205 | val_loss: 0.0312076 | Time: 1635.32 ms
[2021-10-04 23:06:55 main:574] : INFO : Epoch 1811 | loss: 0.0312039 | val_loss: 0.0312094 | Time: 1637.71 ms
[2021-10-04 23:06:57 main:574] : INFO : Epoch 1812 | loss: 0.0312048 | val_loss: 0.0312098 | Time: 1635.86 ms
[2021-10-04 23:06:58 main:574] : INFO : Epoch 1813 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 1654.35 ms
[2021-10-04 23:07:00 main:574] : INFO : Epoch 1814 | loss: 0.0312087 | val_loss: 0.0312089 | Time: 1650.48 ms
[2021-10-04 23:07:02 main:574] : INFO : Epoch 1815 | loss: 0.0312097 | val_loss: 0.0312121 | Time: 1642.35 ms
[2021-10-04 23:07:03 main:574] : INFO : Epoch 1816 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 1651.09 ms
[2021-10-04 23:07:05 main:574] : INFO : Epoch 1817 | loss: 0.031207 | val_loss: 0.0312089 | Time: 1641.12 ms
[2021-10-04 23:07:07 main:574] : INFO : Epoch 1818 | loss: 0.0312071 | val_loss: 0.0312088 | Time: 1647.51 ms
[2021-10-04 23:07:08 main:574] : INFO : Epoch 1819 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 1643.64 ms
[2021-10-04 23:07:10 main:574] : INFO : Epoch 1820 | loss: 0.0312063 | val_loss: 0.0312065 | Time: 1655.59 ms
[2021-10-04 23:07:12 main:574] : INFO : Epoch 1821 | loss: 0.031208 | val_loss: 0.0312105 | Time: 1675.05 ms
[2021-10-04 23:07:13 main:574] : INFO : Epoch 1822 | loss: 0.031207 | val_loss: 0.0312126 | Time: 1644.6 ms
[2021-10-04 23:07:15 main:574] : INFO : Epoch 1823 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 1648.63 ms
[2021-10-04 23:07:17 main:574] : INFO : Epoch 1824 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 1629.55 ms
[2021-10-04 23:07:18 main:574] : INFO : Epoch 1825 | loss: 0.0312085 | val_loss: 0.0312144 | Time: 1647.16 ms
[2021-10-04 23:07:20 main:574] : INFO : Epoch 1826 | loss: 0.0312113 | val_loss: 0.0312125 | Time: 1669.17 ms
[2021-10-04 23:07:22 main:574] : INFO : Epoch 1827 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 1647.7 ms
[2021-10-04 23:07:23 main:574] : INFO : Epoch 1828 | loss: 0.0312139 | val_loss: 0.0312149 | Time: 1639.57 ms
[2021-10-04 23:07:25 main:574] : INFO : Epoch 1829 | loss: 0.0312066 | val_loss: 0.0312053 | Time: 1639.46 ms
[2021-10-04 23:07:27 main:574] : INFO : Epoch 1830 | loss: 0.0312047 | val_loss: 0.031207 | Time: 1644.2 ms
[2021-10-04 23:07:28 main:574] : INFO : Epoch 1831 | loss: 0.0312037 | val_loss: 0.0312053 | Time: 1620.33 ms
[2021-10-04 23:07:30 main:574] : INFO : Epoch 1832 | loss: 0.0312027 | val_loss: 0.031207 | Time: 1627.23 ms
[2021-10-04 23:07:31 main:574] : INFO : Epoch 1833 | loss: 0.0312033 | val_loss: 0.031207 | Time: 1659.93 ms
[2021-10-04 23:07:33 main:574] : INFO : Epoch 1834 | loss: 0.0312015 | val_loss: 0.031205 | Time: 1642.46 ms
[2021-10-04 23:07:35 main:574] : INFO : Epoch 1835 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 1615.59 ms
[2021-10-04 23:07:36 main:574] : INFO : Epoch 1836 | loss: 0.0312012 | val_loss: 0.0312056 | Time: 1643.31 ms
[2021-10-04 23:07:38 main:574] : INFO : Epoch 1837 | loss: 0.0312033 | val_loss: 0.0312099 | Time: 1652.92 ms
[2021-10-04 23:07:40 main:574] : INFO : Epoch 1838 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 1652.11 ms
[2021-10-04 23:07:41 main:574] : INFO : Epoch 1839 | loss: 0.0312024 | val_loss: 0.0312047 | Time: 1643.88 ms
[2021-10-04 23:07:43 main:574] : INFO : Epoch 1840 | loss: 0.0312015 | val_loss: 0.031206 | Time: 1664.12 ms
[2021-10-04 23:07:45 main:574] : INFO : Epoch 1841 | loss: 0.031202 | val_loss: 0.0312057 | Time: 1678.58 ms
[2021-10-04 23:07:46 main:574] : INFO : Epoch 1842 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 1654.34 ms
[2021-10-04 23:07:48 main:574] : INFO : Epoch 1843 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 1649.09 ms
[2021-10-04 23:07:50 main:574] : INFO : Epoch 1844 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 1621.39 ms
[2021-10-04 23:07:51 main:574] : INFO : Epoch 1845 | loss: 0.0311998 | val_loss: 0.0312047 | Time: 1616.34 ms
[2021-10-04 23:07:53 main:574] : INFO : Epoch 1846 | loss: 0.0311993 | val_loss: 0.0312059 | Time: 1647.69 ms
[2021-10-04 23:07:55 main:574] : INFO : Epoch 1847 | loss: 0.031199 | val_loss: 0.0312038 | Time: 1616.79 ms
[2021-10-04 23:07:56 main:574] : INFO : Epoch 1848 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 1646.62 ms
[2021-10-04 23:07:58 main:574] : INFO : Epoch 1849 | loss: 0.0311992 | val_loss: 0.0312035 | Time: 1636.17 ms
[2021-10-04 23:07:59 main:574] : INFO : Epoch 1850 | loss: 0.0311986 | val_loss: 0.0312038 | Time: 1657.89 ms
[2021-10-04 23:08:01 main:574] : INFO : Epoch 1851 | loss: 0.031199 | val_loss: 0.0312042 | Time: 1663.22 ms
[2021-10-04 23:08:03 main:574] : INFO : Epoch 1852 | loss: 0.0311981 | val_loss: 0.0312038 | Time: 1642.22 ms
[2021-10-04 23:08:04 main:574] : INFO : Epoch 1853 | loss: 0.0311979 | val_loss: 0.0312045 | Time: 1629.15 ms
[2021-10-04 23:08:06 main:574] : INFO : Epoch 1854 | loss: 0.0311982 | val_loss: 0.0312038 | Time: 1650 ms
[2021-10-04 23:08:08 main:574] : INFO : Epoch 1855 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 1645.46 ms
[2021-10-04 23:08:09 main:574] : INFO : Epoch 1856 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 1626.58 ms
[2021-10-04 23:08:11 main:574] : INFO : Epoch 1857 | loss: 0.031198 | val_loss: 0.0312034 | Time: 1610.56 ms
[2021-10-04 23:08:13 main:574] : INFO : Epoch 1858 | loss: 0.031198 | val_loss: 0.031203 | Time: 1645.72 ms
[2021-10-04 23:08:14 main:574] : INFO : Epoch 1859 | loss: 0.031198 | val_loss: 0.0312032 | Time: 1614.22 ms
[2021-10-04 23:08:16 main:574] : INFO : Epoch 1860 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 1630.42 ms
[2021-10-04 23:08:18 main:574] : INFO : Epoch 1861 | loss: 0.0311983 | val_loss: 0.0312096 | Time: 1654.48 ms
[2021-10-04 23:08:19 main:574] : INFO : Epoch 1862 | loss: 0.0312005 | val_loss: 0.0312043 | Time: 1654.27 ms
[2021-10-04 23:08:21 main:574] : INFO : Epoch 1863 | loss: 0.0311984 | val_loss: 0.0312026 | Time: 1650.36 ms
[2021-10-04 23:08:23 main:574] : INFO : Epoch 1864 | loss: 0.031198 | val_loss: 0.0312041 | Time: 1651.87 ms
[2021-10-04 23:08:24 main:574] : INFO : Epoch 1865 | loss: 0.0311988 | val_loss: 0.0312055 | Time: 1658.08 ms
[2021-10-04 23:08:26 main:574] : INFO : Epoch 1866 | loss: 0.0311995 | val_loss: 0.0312014 | Time: 1649.59 ms
[2021-10-04 23:08:28 main:574] : INFO : Epoch 1867 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 1643.74 ms
[2021-10-04 23:08:29 main:574] : INFO : Epoch 1868 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 1637.99 ms
[2021-10-04 23:08:31 main:574] : INFO : Epoch 1869 | loss: 0.0311961 | val_loss: 0.0312084 | Time: 1647.09 ms
[2021-10-04 23:08:32 main:574] : INFO : Epoch 1870 | loss: 0.0311977 | val_loss: 0.031201 | Time: 1649.64 ms
[2021-10-04 23:08:34 main:574] : INFO : Epoch 1871 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 1664.67 ms
[2021-10-04 23:08:36 main:574] : INFO : Epoch 1872 | loss: 0.0311966 | val_loss: 0.031201 | Time: 1635.38 ms
[2021-10-04 23:08:37 main:574] : INFO : Epoch 1873 | loss: 0.0311958 | val_loss: 0.0312028 | Time: 1636.51 ms
[2021-10-04 23:08:39 main:574] : INFO : Epoch 1874 | loss: 0.0311958 | val_loss: 0.0312016 | Time: 1640.91 ms
[2021-10-04 23:08:41 main:574] : INFO : Epoch 1875 | loss: 0.0311957 | val_loss: 0.0312037 | Time: 1633.37 ms
[2021-10-04 23:08:42 main:574] : INFO : Epoch 1876 | loss: 0.0311952 | val_loss: 0.0312019 | Time: 1627.68 ms
[2021-10-04 23:08:44 main:574] : INFO : Epoch 1877 | loss: 0.0311965 | val_loss: 0.0312015 | Time: 1656.65 ms
[2021-10-04 23:08:46 main:574] : INFO : Epoch 1878 | loss: 0.0311966 | val_loss: 0.0312073 | Time: 1643.7 ms
[2021-10-04 23:08:47 main:574] : INFO : Epoch 1879 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 1608.05 ms
[2021-10-04 23:08:49 main:574] : INFO : Epoch 1880 | loss: 0.0312005 | val_loss: 0.031204 | Time: 1650.34 ms
[2021-10-04 23:08:51 main:574] : INFO : Epoch 1881 | loss: 0.0312001 | val_loss: 0.0312042 | Time: 1637.77 ms
[2021-10-04 23:08:52 main:574] : INFO : Epoch 1882 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 1668.87 ms
[2021-10-04 23:08:54 main:574] : INFO : Epoch 1883 | loss: 0.0311997 | val_loss: 0.0312026 | Time: 1653.09 ms
[2021-10-04 23:08:56 main:574] : INFO : Epoch 1884 | loss: 0.0311994 | val_loss: 0.031204 | Time: 1649.08 ms
[2021-10-04 23:08:57 main:574] : INFO : Epoch 1885 | loss: 0.031198 | val_loss: 0.0312024 | Time: 1650.45 ms
[2021-10-04 23:08:59 main:574] : INFO : Epoch 1886 | loss: 0.0311969 | val_loss: 0.0312022 | Time: 1643.15 ms
[2021-10-04 23:09:01 main:574] : INFO : Epoch 1887 | loss: 0.0311964 | val_loss: 0.0312004 | Time: 1628.26 ms
[2021-10-04 23:09:02 main:574] : INFO : Epoch 1888 | loss: 0.0311961 | val_loss: 0.0312033 | Time: 1641.25 ms
[2021-10-04 23:09:04 main:574] : INFO : Epoch 1889 | loss: 0.0311956 | val_loss: 0.0312008 | Time: 1622.26 ms
[2021-10-04 23:09:05 main:574] : INFO : Epoch 1890 | loss: 0.0311951 | val_loss: 0.0312024 | Time: 1655.29 ms
[2021-10-04 23:09:07 main:574] : INFO : Epoch 1891 | loss: 0.0311953 | val_loss: 0.0311998 | Time: 1650.69 ms
[2021-10-04 23:09:09 main:574] : INFO : Epoch 1892 | loss: 0.0311951 | val_loss: 0.0312047 | Time: 1670 ms
[2021-10-04 23:09:10 main:574] : INFO : Epoch 1893 | loss: 0.0311956 | val_loss: 0.0312014 | Time: 1673 ms
[2021-10-04 23:09:12 main:574] : INFO : Epoch 1894 | loss: 0.0311967 | val_loss: 0.0311992 | Time: 1669.61 ms
[2021-10-04 23:09:14 main:574] : INFO : Epoch 1895 | loss: 0.031196 | val_loss: 0.031207 | Time: 1642.38 ms
[2021-10-04 23:09:15 main:574] : INFO : Epoch 1896 | loss: 0.0312002 | val_loss: 0.0312006 | Time: 1650.2 ms
[2021-10-04 23:09:17 main:574] : INFO : Epoch 1897 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 1635.73 ms
[2021-10-04 23:09:19 main:574] : INFO : Epoch 1898 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 1628.1 ms
[2021-10-04 23:09:20 main:574] : INFO : Epoch 1899 | loss: 0.0311931 | val_loss: 0.0311999 | Time: 1630.8 ms
[2021-10-04 23:09:22 main:574] : INFO : Epoch 1900 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 1649.3 ms
[2021-10-04 23:09:24 main:574] : INFO : Epoch 1901 | loss: 0.0311939 | val_loss: 0.0312103 | Time: 1634.55 ms
[2021-10-04 23:09:25 main:574] : INFO : Epoch 1902 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 1669.4 ms
[2021-10-04 23:09:27 main:574] : INFO : Epoch 1903 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 1647.04 ms
[2021-10-04 23:09:29 main:574] : INFO : Epoch 1904 | loss: 0.031193 | val_loss: 0.0312025 | Time: 1634.82 ms
[2021-10-04 23:09:30 main:574] : INFO : Epoch 1905 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 1638.11 ms
[2021-10-04 23:09:32 main:574] : INFO : Epoch 1906 | loss: 0.0311942 | val_loss: 0.0312072 | Time: 1655.19 ms
[2021-10-04 23:09:34 main:574] : INFO : Epoch 1907 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 1636.19 ms
[2021-10-04 23:09:35 main:574] : INFO : Epoch 1908 | loss: 0.0312 | val_loss: 0.0312032 | Time: 1660 ms
[2021-10-04 23:09:37 main:574] : INFO : Epoch 1909 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 1621.54 ms
[2021-10-04 23:09:39 main:574] : INFO : Epoch 1910 | loss: 0.0311957 | val_loss: 0.0312008 | Time: 1623.11 ms
[2021-10-04 23:09:40 main:574] : INFO : Epoch 1911 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 1660.52 ms
[2021-10-04 23:09:42 main:574] : INFO : Epoch 1912 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1648.95 ms
[2021-10-04 23:09:43 main:574] : INFO : Epoch 1913 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 1642.1 ms
[2021-10-04 23:09:45 main:574] : INFO : Epoch 1914 | loss: 0.0311922 | val_loss: 0.0311997 | Time: 1668.43 ms
[2021-10-04 23:09:47 main:574] : INFO : Epoch 1915 | loss: 0.0311924 | val_loss: 0.0312002 | Time: 1667.29 ms
[2021-10-04 23:09:49 main:574] : INFO : Epoch 1916 | loss: 0.0311926 | val_loss: 0.0312001 | Time: 1669.5 ms
[2021-10-04 23:09:50 main:574] : INFO : Epoch 1917 | loss: 0.0311914 | val_loss: 0.0311986 | Time: 1668.65 ms
[2021-10-04 23:09:52 main:574] : INFO : Epoch 1918 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 1624.66 ms
[2021-10-04 23:09:53 main:574] : INFO : Epoch 1919 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 1641.94 ms
[2021-10-04 23:09:55 main:574] : INFO : Epoch 1920 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 1640.66 ms
[2021-10-04 23:09:57 main:574] : INFO : Epoch 1921 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 1640.17 ms
[2021-10-04 23:09:58 main:574] : INFO : Epoch 1922 | loss: 0.0311918 | val_loss: 0.031199 | Time: 1617.19 ms
[2021-10-04 23:10:00 main:574] : INFO : Epoch 1923 | loss: 0.0311933 | val_loss: 0.0312032 | Time: 1663.57 ms
[2021-10-04 23:10:02 main:574] : INFO : Epoch 1924 | loss: 0.0311913 | val_loss: 0.031198 | Time: 1643.94 ms
[2021-10-04 23:10:03 main:574] : INFO : Epoch 1925 | loss: 0.0311908 | val_loss: 0.0311997 | Time: 1628.33 ms
[2021-10-04 23:10:05 main:574] : INFO : Epoch 1926 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 1631.58 ms
[2021-10-04 23:10:07 main:574] : INFO : Epoch 1927 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 1648.53 ms
[2021-10-04 23:10:08 main:574] : INFO : Epoch 1928 | loss: 0.0311911 | val_loss: 0.0311977 | Time: 1650.11 ms
[2021-10-04 23:10:10 main:574] : INFO : Epoch 1929 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 1630.59 ms
[2021-10-04 23:10:12 main:574] : INFO : Epoch 1930 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 1626.82 ms
[2021-10-04 23:10:13 main:574] : INFO : Epoch 1931 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 1664.79 ms
[2021-10-04 23:10:15 main:574] : INFO : Epoch 1932 | loss: 0.0311924 | val_loss: 0.0312026 | Time: 1664.63 ms
[2021-10-04 23:10:17 main:574] : INFO : Epoch 1933 | loss: 0.03119 | val_loss: 0.0311978 | Time: 1641.46 ms
[2021-10-04 23:10:18 main:574] : INFO : Epoch 1934 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 1655.15 ms
[2021-10-04 23:10:20 main:574] : INFO : Epoch 1935 | loss: 0.0311908 | val_loss: 0.0312009 | Time: 1662.45 ms
[2021-10-04 23:10:22 main:574] : INFO : Epoch 1936 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 1648.98 ms
[2021-10-04 23:10:23 main:574] : INFO : Epoch 1937 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 1654.27 ms
[2021-10-04 23:10:25 main:574] : INFO : Epoch 1938 | loss: 0.031192 | val_loss: 0.0312004 | Time: 1646.35 ms
[2021-10-04 23:10:27 main:574] : INFO : Epoch 1939 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 1627.54 ms
[2021-10-04 23:10:28 main:574] : INFO : Epoch 1940 | loss: 0.0311899 | val_loss: 0.031199 | Time: 1625.88 ms
[2021-10-04 23:10:30 main:574] : INFO : Epoch 1941 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 1656.37 ms
[2021-10-04 23:10:31 main:574] : INFO : Epoch 1942 | loss: 0.0311886 | val_loss: 0.0311996 | Time: 1616.3 ms
[2021-10-04 23:10:33 main:574] : INFO : Epoch 1943 | loss: 0.0311892 | val_loss: 0.0311989 | Time: 1654 ms
[2021-10-04 23:10:35 main:574] : INFO : Epoch 1944 | loss: 0.0311907 | val_loss: 0.0311984 | Time: 1641.66 ms
[2021-10-04 23:10:36 main:574] : INFO : Epoch 1945 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 1655.4 ms
[2021-10-04 23:10:38 main:574] : INFO : Epoch 1946 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 1642.89 ms
[2021-10-04 23:10:40 main:574] : INFO : Epoch 1947 | loss: 0.0311912 | val_loss: 0.0311983 | Time: 1651.76 ms
[2021-10-04 23:10:41 main:574] : INFO : Epoch 1948 | loss: 0.0311899 | val_loss: 0.0311977 | Time: 1655.09 ms
[2021-10-04 23:10:43 main:574] : INFO : Epoch 1949 | loss: 0.0311903 | val_loss: 0.031198 | Time: 1642.72 ms
[2021-10-04 23:10:45 main:574] : INFO : Epoch 1950 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 1633.32 ms
[2021-10-04 23:10:46 main:574] : INFO : Epoch 1951 | loss: 0.0311907 | val_loss: 0.0311997 | Time: 1645.65 ms
[2021-10-04 23:10:48 main:574] : INFO : Epoch 1952 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 1616.49 ms
[2021-10-04 23:10:50 main:574] : INFO : Epoch 1953 | loss: 0.0311904 | val_loss: 0.0312019 | Time: 1619.23 ms
[2021-10-04 23:10:51 main:574] : INFO : Epoch 1954 | loss: 0.0311908 | val_loss: 0.0311988 | Time: 1639.13 ms
[2021-10-04 23:10:53 main:574] : INFO : Epoch 1955 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 1633.79 ms
[2021-10-04 23:10:54 main:574] : INFO : Epoch 1956 | loss: 0.0311899 | val_loss: 0.0311991 | Time: 1635.06 ms
[2021-10-04 23:10:56 main:574] : INFO : Epoch 1957 | loss: 0.0311894 | val_loss: 0.0311998 | Time: 1697.34 ms
[2021-10-04 23:10:58 main:574] : INFO : Epoch 1958 | loss: 0.0311886 | val_loss: 0.0312003 | Time: 1680.84 ms
[2021-10-04 23:11:00 main:574] : INFO : Epoch 1959 | loss: 0.0311899 | val_loss: 0.0311999 | Time: 1659.89 ms
[2021-10-04 23:11:01 main:574] : INFO : Epoch 1960 | loss: 0.0311889 | val_loss: 0.0312008 | Time: 1667.24 ms
[2021-10-04 23:11:03 main:574] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311989 | Time: 1641.83 ms
[2021-10-04 23:11:05 main:574] : INFO : Epoch 1962 | loss: 0.03119 | val_loss: 0.0311996 | Time: 1665.67 ms
[2021-10-04 23:11:06 main:574] : INFO : Epoch 1963 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 1654.4 ms
[2021-10-04 23:11:08 main:574] : INFO : Epoch 1964 | loss: 0.0311909 | val_loss: 0.0312002 | Time: 1651.85 ms
[2021-10-04 23:11:09 main:574] : INFO : Epoch 1965 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 1611.88 ms
[2021-10-04 23:11:11 main:574] : INFO : Epoch 1966 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 1626.13 ms
[2021-10-04 23:11:13 main:574] : INFO : Epoch 1967 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 1646.99 ms
[2021-10-04 23:11:14 main:574] : INFO : Epoch 1968 | loss: 0.03119 | val_loss: 0.0311996 | Time: 1647.09 ms
[2021-10-04 23:11:16 main:574] : INFO : Epoch 1969 | loss: 0.031191 | val_loss: 0.0312077 | Time: 1688.59 ms
[2021-10-04 23:11:18 main:574] : INFO : Epoch 1970 | loss: 0.0311909 | val_loss: 0.031202 | Time: 1707.86 ms
[2021-10-04 23:11:20 main:574] : INFO : Epoch 1971 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 1711.56 ms
[2021-10-04 23:11:21 main:574] : INFO : Epoch 1972 | loss: 0.0311899 | val_loss: 0.0311983 | Time: 1701.46 ms
[2021-10-04 23:11:23 main:574] : INFO : Epoch 1973 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 1717.84 ms
[2021-10-04 23:11:25 main:574] : INFO : Epoch 1974 | loss: 0.03119 | val_loss: 0.0311988 | Time: 1708.82 ms
[2021-10-04 23:11:26 main:574] : INFO : Epoch 1975 | loss: 0.0311893 | val_loss: 0.0311992 | Time: 1694.55 ms
[2021-10-04 23:11:28 main:574] : INFO : Epoch 1976 | loss: 0.0311888 | val_loss: 0.0311984 | Time: 1697.73 ms
[2021-10-04 23:11:30 main:574] : INFO : Epoch 1977 | loss: 0.0311892 | val_loss: 0.031198 | Time: 1682.59 ms
[2021-10-04 23:11:31 main:574] : INFO : Epoch 1978 | loss: 0.0311906 | val_loss: 0.0311998 | Time: 1688.74 ms
[2021-10-04 23:11:33 main:574] : INFO : Epoch 1979 | loss: 0.0311914 | val_loss: 0.0311988 | Time: 1685.16 ms
[2021-10-04 23:11:35 main:574] : INFO : Epoch 1980 | loss: 0.0311903 | val_loss: 0.0311984 | Time: 1695.81 ms
[2021-10-04 23:11:37 main:574] : INFO : Epoch 1981 | loss: 0.0311896 | val_loss: 0.0311992 | Time: 1709.7 ms
[2021-10-04 23:11:38 main:574] : INFO : Epoch 1982 | loss: 0.0311894 | val_loss: 0.0312021 | Time: 1704.7 ms
[2021-10-04 23:11:40 main:574] : INFO : Epoch 1983 | loss: 0.0311905 | val_loss: 0.0311986 | Time: 1710.32 ms
[2021-10-04 23:11:42 main:574] : INFO : Epoch 1984 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 1714.59 ms
[2021-10-04 23:11:43 main:574] : INFO : Epoch 1985 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 1708.58 ms
[2021-10-04 23:11:45 main:574] : INFO : Epoch 1986 | loss: 0.0311898 | val_loss: 0.0311987 | Time: 1711.34 ms
[2021-10-04 23:11:47 main:574] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0311963 | Time: 1707.73 ms
[2021-10-04 23:11:49 main:574] : INFO : Epoch 1988 | loss: 0.0311903 | val_loss: 0.0311983 | Time: 1712.21 ms
[2021-10-04 23:11:50 main:574] : INFO : Epoch 1989 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 1700.02 ms
[2021-10-04 23:11:52 main:574] : INFO : Epoch 1990 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 1706.18 ms
[2021-10-04 23:11:54 main:574] : INFO : Epoch 1991 | loss: 0.0311899 | val_loss: 0.0311977 | Time: 1708.81 ms
[2021-10-04 23:11:55 main:574] : INFO : Epoch 1992 | loss: 0.0311897 | val_loss: 0.031199 | Time: 1680.91 ms
[2021-10-04 23:11:57 main:574] : INFO : Epoch 1993 | loss: 0.031189 | val_loss: 0.0312002 | Time: 1695.51 ms
[2021-10-04 23:11:59 main:574] : INFO : Epoch 1994 | loss: 0.0311885 | val_loss: 0.0311981 | Time: 1703.2 ms
[2021-10-04 23:12:01 main:574] : INFO : Epoch 1995 | loss: 0.0311882 | val_loss: 0.0311997 | Time: 1706.72 ms
[2021-10-04 23:12:02 main:574] : INFO : Epoch 1996 | loss: 0.031189 | val_loss: 0.0311979 | Time: 1712.15 ms
[2021-10-04 23:12:04 main:574] : INFO : Epoch 1997 | loss: 0.031188 | val_loss: 0.0312051 | Time: 1714.68 ms
[2021-10-04 23:12:06 main:574] : INFO : Epoch 1998 | loss: 0.0311881 | val_loss: 0.0312009 | Time: 1715.59 ms
[2021-10-04 23:12:07 main:574] : INFO : Epoch 1999 | loss: 0.0311888 | val_loss: 0.0311985 | Time: 1717.63 ms
[2021-10-04 23:12:09 main:574] : INFO : Epoch 2000 | loss: 0.0311888 | val_loss: 0.0311978 | Time: 1710.3 ms
[2021-10-04 23:12:11 main:574] : INFO : Epoch 2001 | loss: 0.0311876 | val_loss: 0.0311996 | Time: 1711.02 ms
[2021-10-04 23:12:13 main:574] : INFO : Epoch 2002 | loss: 0.0311895 | val_loss: 0.0311989 | Time: 1689.66 ms
[2021-10-04 23:12:14 main:574] : INFO : Epoch 2003 | loss: 0.0311882 | val_loss: 0.0311985 | Time: 1682.44 ms
[2021-10-04 23:12:16 main:574] : INFO : Epoch 2004 | loss: 0.0311891 | val_loss: 0.0312012 | Time: 1689.61 ms
[2021-10-04 23:12:18 main:574] : INFO : Epoch 2005 | loss: 0.031188 | val_loss: 0.0312 | Time: 1699.73 ms
[2021-10-04 23:12:19 main:574] : INFO : Epoch 2006 | loss: 0.0311868 | val_loss: 0.0312013 | Time: 1697.99 ms
[2021-10-04 23:12:21 main:574] : INFO : Epoch 2007 | loss: 0.031187 | val_loss: 0.0312015 | Time: 1695.71 ms
[2021-10-04 23:12:23 main:574] : INFO : Epoch 2008 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1711.78 ms
[2021-10-04 23:12:25 main:574] : INFO : Epoch 2009 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 1720.84 ms
[2021-10-04 23:12:26 main:574] : INFO : Epoch 2010 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 1710.79 ms
[2021-10-04 23:12:28 main:574] : INFO : Epoch 2011 | loss: 0.0311923 | val_loss: 0.0311989 | Time: 1716.59 ms
[2021-10-04 23:12:30 main:574] : INFO : Epoch 2012 | loss: 0.031191 | val_loss: 0.031198 | Time: 1708.16 ms
[2021-10-04 23:12:31 main:574] : INFO : Epoch 2013 | loss: 0.0311908 | val_loss: 0.0311988 | Time: 1693.58 ms
[2021-10-04 23:12:33 main:574] : INFO : Epoch 2014 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 1709.85 ms
[2021-10-04 23:12:35 main:574] : INFO : Epoch 2015 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 1705.65 ms
[2021-10-04 23:12:36 main:574] : INFO : Epoch 2016 | loss: 0.0311895 | val_loss: 0.0311958 | Time: 1698.38 ms
[2021-10-04 23:12:38 main:574] : INFO : Epoch 2017 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 1705.21 ms
[2021-10-04 23:12:40 main:574] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311961 | Time: 1716.72 ms
[2021-10-04 23:12:42 main:574] : INFO : Epoch 2019 | loss: 0.0311894 | val_loss: 0.0311957 | Time: 1707.17 ms
[2021-10-04 23:12:43 main:574] : INFO : Epoch 2020 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 1706.91 ms
[2021-10-04 23:12:45 main:574] : INFO : Epoch 2021 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 1716.81 ms
[2021-10-04 23:12:47 main:574] : INFO : Epoch 2022 | loss: 0.0311885 | val_loss: 0.0311949 | Time: 1703.59 ms
[2021-10-04 23:12:49 main:574] : INFO : Epoch 2023 | loss: 0.0311889 | val_loss: 0.0311968 | Time: 1711.94 ms
[2021-10-04 23:12:50 main:574] : INFO : Epoch 2024 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 1708.07 ms
[2021-10-04 23:12:52 main:574] : INFO : Epoch 2025 | loss: 0.0311891 | val_loss: 0.0311981 | Time: 1700.28 ms
[2021-10-04 23:12:54 main:574] : INFO : Epoch 2026 | loss: 0.0311885 | val_loss: 0.031196 | Time: 1703.22 ms
[2021-10-04 23:12:55 main:574] : INFO : Epoch 2027 | loss: 0.0311887 | val_loss: 0.031196 | Time: 1696.5 ms
[2021-10-04 23:12:57 main:574] : INFO : Epoch 2028 | loss: 0.0311897 | val_loss: 0.0311965 | Time: 1697.79 ms
[2021-10-04 23:12:59 main:574] : INFO : Epoch 2029 | loss: 0.0311891 | val_loss: 0.0311963 | Time: 1686.16 ms
[2021-10-04 23:13:00 main:574] : INFO : Epoch 2030 | loss: 0.0311881 | val_loss: 0.0311965 | Time: 1694.33 ms
[2021-10-04 23:13:02 main:574] : INFO : Epoch 2031 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1700.34 ms
[2021-10-04 23:13:04 main:574] : INFO : Epoch 2032 | loss: 0.0311881 | val_loss: 0.031199 | Time: 1692.62 ms
[2021-10-04 23:13:06 main:574] : INFO : Epoch 2033 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 1705.82 ms
[2021-10-04 23:13:07 main:574] : INFO : Epoch 2034 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 1701.75 ms
[2021-10-04 23:13:09 main:574] : INFO : Epoch 2035 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 1704.16 ms
[2021-10-04 23:13:11 main:574] : INFO : Epoch 2036 | loss: 0.0311878 | val_loss: 0.0311977 | Time: 1703.02 ms
[2021-10-04 23:13:12 main:574] : INFO : Epoch 2037 | loss: 0.0311869 | val_loss: 0.0311963 | Time: 1695.63 ms
[2021-10-04 23:13:14 main:574] : INFO : Epoch 2038 | loss: 0.0311868 | val_loss: 0.0311955 | Time: 1696.85 ms
[2021-10-04 23:13:16 main:574] : INFO : Epoch 2039 | loss: 0.0311872 | val_loss: 0.0311955 | Time: 1713.25 ms
[2021-10-04 23:13:18 main:574] : INFO : Epoch 2040 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1687.21 ms
[2021-10-04 23:13:19 main:574] : INFO : Epoch 2041 | loss: 0.0311869 | val_loss: 0.0311955 | Time: 1691.48 ms
[2021-10-04 23:13:21 main:574] : INFO : Epoch 2042 | loss: 0.0311886 | val_loss: 0.0312102 | Time: 1702.26 ms
[2021-10-04 23:13:23 main:574] : INFO : Epoch 2043 | loss: 0.0312023 | val_loss: 0.0312008 | Time: 1715.88 ms
[2021-10-04 23:13:24 main:574] : INFO : Epoch 2044 | loss: 0.0312006 | val_loss: 0.0311993 | Time: 1701.83 ms
[2021-10-04 23:13:26 main:574] : INFO : Epoch 2045 | loss: 0.0311995 | val_loss: 0.0312034 | Time: 1702.2 ms
[2021-10-04 23:13:28 main:574] : INFO : Epoch 2046 | loss: 0.031198 | val_loss: 0.0311997 | Time: 1693.22 ms
[2021-10-04 23:13:29 main:574] : INFO : Epoch 2047 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 1701.66 ms
[2021-10-04 23:13:31 main:574] : INFO : Epoch 2048 | loss: 0.031196 | val_loss: 0.0311988 | Time: 1722.08 ms
[2021-10-04 23:13:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311988
[2021-10-04 23:13:31 main:603] : INFO : Saving end state to config to file
[2021-10-04 23:13:31 main:608] : INFO : Success, exiting..
23:13:31 (11288): 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)