Task 9589785
| Name | ParityModified-1638631379-5098-1-0_0 |
| Workunit | 6997211 |
| Created | 8 Dec 2021, 9:51:55 UTC |
| Sent | 15 Dec 2021, 15:58:43 UTC |
| Report deadline | 23 Dec 2021, 15:58:43 UTC |
| Received | 16 Dec 2021, 9:01:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 6 sec |
| CPU time | 55 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311144 | val_loss: 0.0311801 | Time: 1685.46 ms
[2021-12-15 17:25:19 main:574] : INFO : Epoch 1543 | loss: 0.0311138 | val_loss: 0.0311797 | Time: 1687.37 ms
[2021-12-15 17:25:21 main:574] : INFO : Epoch 1544 | loss: 0.0311102 | val_loss: 0.0311787 | Time: 1685.39 ms
[2021-12-15 17:25:22 main:574] : INFO : Epoch 1545 | loss: 0.0311088 | val_loss: 0.0311861 | Time: 1681.52 ms
[2021-12-15 17:25:24 main:574] : INFO : Epoch 1546 | loss: 0.0311119 | val_loss: 0.0311768 | Time: 1676.69 ms
[2021-12-15 17:25:26 main:574] : INFO : Epoch 1547 | loss: 0.0311068 | val_loss: 0.0311859 | Time: 1679.4 ms
[2021-12-15 17:25:27 main:574] : INFO : Epoch 1548 | loss: 0.0311137 | val_loss: 0.031181 | Time: 1680.82 ms
[2021-12-15 17:25:29 main:574] : INFO : Epoch 1549 | loss: 0.0311121 | val_loss: 0.0311864 | Time: 1691.14 ms
[2021-12-15 17:25:31 main:574] : INFO : Epoch 1550 | loss: 0.0311174 | val_loss: 0.0311772 | Time: 1684.39 ms
[2021-12-15 17:25:32 main:574] : INFO : Epoch 1551 | loss: 0.0311171 | val_loss: 0.0311801 | Time: 1685.92 ms
[2021-12-15 17:25:34 main:574] : INFO : Epoch 1552 | loss: 0.0311128 | val_loss: 0.0311786 | Time: 1678.96 ms
[2021-12-15 17:25:36 main:574] : INFO : Epoch 1553 | loss: 0.0311123 | val_loss: 0.0311826 | Time: 1674.67 ms
[2021-12-15 17:25:37 main:574] : INFO : Epoch 1554 | loss: 0.0311163 | val_loss: 0.0311765 | Time: 1682.34 ms
[2021-12-15 17:25:39 main:574] : INFO : Epoch 1555 | loss: 0.031119 | val_loss: 0.0311833 | Time: 1695.81 ms
[2021-12-15 17:25:41 main:574] : INFO : Epoch 1556 | loss: 0.0311147 | val_loss: 0.0311763 | Time: 1683.59 ms
[2021-12-15 17:25:43 main:574] : INFO : Epoch 1557 | loss: 0.0311128 | val_loss: 0.0311787 | Time: 1682.56 ms
[2021-12-15 17:25:44 main:574] : INFO : Epoch 1558 | loss: 0.0311129 | val_loss: 0.0311804 | Time: 1688.84 ms
[2021-12-15 17:25:46 main:574] : INFO : Epoch 1559 | loss: 0.0311106 | val_loss: 0.0311821 | Time: 1677.44 ms
[2021-12-15 17:25:48 main:574] : INFO : Epoch 1560 | loss: 0.0311105 | val_loss: 0.031188 | Time: 1672.09 ms
[2021-12-15 17:25:49 main:574] : INFO : Epoch 1561 | loss: 0.0311094 | val_loss: 0.0311793 | Time: 1680.09 ms
[2021-12-15 17:25:51 main:574] : INFO : Epoch 1562 | loss: 0.0311089 | val_loss: 0.0311828 | Time: 1692.07 ms
[2021-12-15 17:25:53 main:574] : INFO : Epoch 1563 | loss: 0.0311083 | val_loss: 0.0311883 | Time: 1688.09 ms
[2021-12-15 17:25:54 main:574] : INFO : Epoch 1564 | loss: 0.0311096 | val_loss: 0.0311746 | Time: 1673.88 ms
[2021-12-15 17:25:56 main:574] : INFO : Epoch 1565 | loss: 0.0311101 | val_loss: 0.0311834 | Time: 1663.16 ms
[2021-12-15 17:25:58 main:574] : INFO : Epoch 1566 | loss: 0.0311089 | val_loss: 0.031186 | Time: 1676.25 ms
[2021-12-15 17:25:59 main:574] : INFO : Epoch 1567 | loss: 0.0311225 | val_loss: 0.0311751 | Time: 1683.37 ms
[2021-12-15 17:26:01 main:574] : INFO : Epoch 1568 | loss: 0.031126 | val_loss: 0.03118 | Time: 1687.57 ms
[2021-12-15 17:26:03 main:574] : INFO : Epoch 1569 | loss: 0.0311172 | val_loss: 0.0311779 | Time: 1681.95 ms
[2021-12-15 17:26:05 main:574] : INFO : Epoch 1570 | loss: 0.0311143 | val_loss: 0.0311767 | Time: 1678.63 ms
[2021-12-15 17:26:06 main:574] : INFO : Epoch 1571 | loss: 0.0311138 | val_loss: 0.0311799 | Time: 1708.46 ms
[2021-12-15 17:26:08 main:574] : INFO : Epoch 1572 | loss: 0.0311117 | val_loss: 0.0311731 | Time: 1676.81 ms
[2021-12-15 17:26:10 main:574] : INFO : Epoch 1573 | loss: 0.0311106 | val_loss: 0.0311715 | Time: 1684.63 ms
[2021-12-15 17:26:11 main:574] : INFO : Epoch 1574 | loss: 0.0311095 | val_loss: 0.0311746 | Time: 1681.39 ms
[2021-12-15 17:26:13 main:574] : INFO : Epoch 1575 | loss: 0.0311124 | val_loss: 0.0311812 | Time: 1680.43 ms
[2021-12-15 17:26:15 main:574] : INFO : Epoch 1576 | loss: 0.0311167 | val_loss: 0.0311725 | Time: 1678.12 ms
[2021-12-15 17:26:16 main:574] : INFO : Epoch 1577 | loss: 0.0311479 | val_loss: 0.031172 | Time: 1682 ms
[2021-12-15 17:26:18 main:574] : INFO : Epoch 1578 | loss: 0.0311446 | val_loss: 0.0311729 | Time: 1676.3 ms
[2021-12-15 17:26:20 main:574] : INFO : Epoch 1579 | loss: 0.0311396 | val_loss: 0.0311729 | Time: 1679.3 ms
[2021-12-15 17:26:21 main:574] : INFO : Epoch 1580 | loss: 0.031137 | val_loss: 0.0311653 | Time: 1687.18 ms
[2021-12-15 17:26:23 main:574] : INFO : Epoch 1581 | loss: 0.0311317 | val_loss: 0.0311667 | Time: 1686.5 ms
[2021-12-15 17:26:25 main:574] : INFO : Epoch 1582 | loss: 0.0311334 | val_loss: 0.0311728 | Time: 1684.05 ms
[2021-12-15 17:26:27 main:574] : INFO : Epoch 1583 | loss: 0.0311316 | val_loss: 0.0311698 | Time: 1682.49 ms
[2021-12-15 17:26:28 main:574] : INFO : Epoch 1584 | loss: 0.0311396 | val_loss: 0.0311714 | Time: 1679.61 ms
[2021-12-15 17:26:30 main:574] : INFO : Epoch 1585 | loss: 0.0311378 | val_loss: 0.0311713 | Time: 1682.34 ms
[2021-12-15 17:26:32 main:574] : INFO : Epoch 1586 | loss: 0.0311339 | val_loss: 0.0311734 | Time: 1690.62 ms
[2021-12-15 17:26:33 main:574] : INFO : Epoch 1587 | loss: 0.0311299 | val_loss: 0.0311716 | Time: 1682.82 ms
[2021-12-15 17:26:35 main:574] : INFO : Epoch 1588 | loss: 0.0311264 | val_loss: 0.0311701 | Time: 1681.46 ms
[2021-12-15 17:26:37 main:574] : INFO : Epoch 1589 | loss: 0.0311235 | val_loss: 0.0311735 | Time: 1680.96 ms
[2021-12-15 17:26:38 main:574] : INFO : Epoch 1590 | loss: 0.0311228 | val_loss: 0.031172 | Time: 1678 ms
[2021-12-15 17:26:40 main:574] : INFO : Epoch 1591 | loss: 0.0311231 | val_loss: 0.0311739 | Time: 1672.88 ms
[2021-12-15 17:26:42 main:574] : INFO : Epoch 1592 | loss: 0.0311199 | val_loss: 0.031174 | Time: 1684.73 ms
[2021-12-15 17:26:43 main:574] : INFO : Epoch 1593 | loss: 0.0311185 | val_loss: 0.0311738 | Time: 1688.81 ms
[2021-12-15 17:26:45 main:574] : INFO : Epoch 1594 | loss: 0.0311184 | val_loss: 0.0311741 | Time: 1677.46 ms
[2021-12-15 17:26:47 main:574] : INFO : Epoch 1595 | loss: 0.0311182 | val_loss: 0.0311703 | Time: 1676.41 ms
[2021-12-15 17:26:49 main:574] : INFO : Epoch 1596 | loss: 0.031117 | val_loss: 0.0311745 | Time: 1681.75 ms
[2021-12-15 17:26:50 main:574] : INFO : Epoch 1597 | loss: 0.0311195 | val_loss: 0.0311743 | Time: 1702.64 ms
[2021-12-15 17:26:52 main:574] : INFO : Epoch 1598 | loss: 0.031118 | val_loss: 0.0311753 | Time: 1699.66 ms
[2021-12-15 17:26:54 main:574] : INFO : Epoch 1599 | loss: 0.0311223 | val_loss: 0.0311746 | Time: 1688.25 ms
[2021-12-15 17:26:55 main:574] : INFO : Epoch 1600 | loss: 0.0311194 | val_loss: 0.0311756 | Time: 1684.6 ms
[2021-12-15 17:26:57 main:574] : INFO : Epoch 1601 | loss: 0.0311172 | val_loss: 0.031177 | Time: 1678.25 ms
[2021-12-15 17:26:59 main:574] : INFO : Epoch 1602 | loss: 0.0311167 | val_loss: 0.0311735 | Time: 1680.4 ms
[2021-12-15 17:27:00 main:574] : INFO : Epoch 1603 | loss: 0.0311137 | val_loss: 0.0311778 | Time: 1669.07 ms
[2021-12-15 17:27:02 main:574] : INFO : Epoch 1604 | loss: 0.031115 | val_loss: 0.031177 | Time: 1686.83 ms
[2021-12-15 17:27:04 main:574] : INFO : Epoch 1605 | loss: 0.031114 | val_loss: 0.0311709 | Time: 1692.84 ms
[2021-12-15 17:27:06 main:574] : INFO : Epoch 1606 | loss: 0.0311143 | val_loss: 0.0311919 | Time: 1691.65 ms
[2021-12-15 17:27:07 main:574] : INFO : Epoch 1607 | loss: 0.0311156 | val_loss: 0.0311756 | Time: 1678.16 ms
[2021-12-15 17:27:09 main:574] : INFO : Epoch 1608 | loss: 0.031113 | val_loss: 0.0311723 | Time: 1690.65 ms
[2021-12-15 17:27:11 main:574] : INFO : Epoch 1609 | loss: 0.0311159 | val_loss: 0.031173 | Time: 1685.47 ms
[2021-12-15 17:27:12 main:574] : INFO : Epoch 1610 | loss: 0.0311142 | val_loss: 0.0311764 | Time: 1684.74 ms
[2021-12-15 17:27:14 main:574] : INFO : Epoch 1611 | loss: 0.0311174 | val_loss: 0.0311756 | Time: 1694.41 ms
[2021-12-15 17:27:16 main:574] : INFO : Epoch 1612 | loss: 0.0311237 | val_loss: 0.0311708 | Time: 1689.09 ms
[2021-12-15 17:27:17 main:574] : INFO : Epoch 1613 | loss: 0.0311196 | val_loss: 0.0311856 | Time: 1667.64 ms
[2021-12-15 17:27:19 main:574] : INFO : Epoch 1614 | loss: 0.0311183 | val_loss: 0.0311831 | Time: 1678.19 ms
[2021-12-15 17:27:21 main:574] : INFO : Epoch 1615 | loss: 0.0311179 | val_loss: 0.0311769 | Time: 1679.32 ms
[2021-12-15 17:27:22 main:574] : INFO : Epoch 1616 | loss: 0.031116 | val_loss: 0.0311747 | Time: 1684.1 ms
[2021-12-15 17:27:24 main:574] : INFO : Epoch 1617 | loss: 0.0311137 | val_loss: 0.0311836 | Time: 1682.27 ms
[2021-12-15 17:27:26 main:574] : INFO : Epoch 1618 | loss: 0.0311136 | val_loss: 0.031171 | Time: 1691.65 ms
[2021-12-15 17:27:28 main:574] : INFO : Epoch 1619 | loss: 0.0311124 | val_loss: 0.031177 | Time: 1684.99 ms
[2021-12-15 17:27:29 main:574] : INFO : Epoch 1620 | loss: 0.0311108 | val_loss: 0.0311804 | Time: 1682 ms
[2021-12-15 17:27:31 main:574] : INFO : Epoch 1621 | loss: 0.03111 | val_loss: 0.0311733 | Time: 1683.24 ms
[2021-12-15 17:27:33 main:574] : INFO : Epoch 1622 | loss: 0.0311086 | val_loss: 0.0311783 | Time: 1680.62 ms
[2021-12-15 17:27:34 main:574] : INFO : Epoch 1623 | loss: 0.0311092 | val_loss: 0.0311786 | Time: 1690.83 ms
[2021-12-15 17:27:36 main:574] : INFO : Epoch 1624 | loss: 0.0311087 | val_loss: 0.031178 | Time: 1689.2 ms
[2021-12-15 17:27:38 main:574] : INFO : Epoch 1625 | loss: 0.0311096 | val_loss: 0.0311828 | Time: 1687.34 ms
[2021-12-15 17:27:39 main:574] : INFO : Epoch 1626 | loss: 0.0311157 | val_loss: 0.0311804 | Time: 1679.13 ms
[2021-12-15 17:27:41 main:574] : INFO : Epoch 1627 | loss: 0.0311215 | val_loss: 0.0311861 | Time: 1683.07 ms
[2021-12-15 17:27:43 main:574] : INFO : Epoch 1628 | loss: 0.0311157 | val_loss: 0.0311762 | Time: 1684.57 ms
[2021-12-15 17:27:45 main:574] : INFO : Epoch 1629 | loss: 0.0311115 | val_loss: 0.0311718 | Time: 1684 ms
[2021-12-15 17:27:46 main:574] : INFO : Epoch 1630 | loss: 0.0311096 | val_loss: 0.031175 | Time: 1686.85 ms
[2021-12-15 17:27:48 main:574] : INFO : Epoch 1631 | loss: 0.0311132 | val_loss: 0.0311796 | Time: 1688.63 ms
[2021-12-15 17:27:50 main:574] : INFO : Epoch 1632 | loss: 0.0311118 | val_loss: 0.0311768 | Time: 1680.49 ms
[2021-12-15 17:27:51 main:574] : INFO : Epoch 1633 | loss: 0.031109 | val_loss: 0.0311773 | Time: 1682.32 ms
[2021-12-15 17:27:53 main:574] : INFO : Epoch 1634 | loss: 0.0311078 | val_loss: 0.0311775 | Time: 1679.18 ms
[2021-12-15 17:27:55 main:574] : INFO : Epoch 1635 | loss: 0.0311096 | val_loss: 0.0311737 | Time: 1684.64 ms
[2021-12-15 17:27:56 main:574] : INFO : Epoch 1636 | loss: 0.0311109 | val_loss: 0.0311761 | Time: 1690.15 ms
[2021-12-15 17:27:58 main:574] : INFO : Epoch 1637 | loss: 0.0311116 | val_loss: 0.0311717 | Time: 1695.45 ms
[2021-12-15 17:28:00 main:574] : INFO : Epoch 1638 | loss: 0.0311155 | val_loss: 0.031176 | Time: 1680.94 ms
[2021-12-15 17:28:01 main:574] : INFO : Epoch 1639 | loss: 0.031122 | val_loss: 0.0311714 | Time: 1685.57 ms
[2021-12-15 17:28:03 main:574] : INFO : Epoch 1640 | loss: 0.0311175 | val_loss: 0.0311733 | Time: 1679.99 ms
[2021-12-15 17:28:05 main:574] : INFO : Epoch 1641 | loss: 0.0311158 | val_loss: 0.0311723 | Time: 1720.72 ms
[2021-12-15 17:28:07 main:574] : INFO : Epoch 1642 | loss: 0.0311143 | val_loss: 0.0311745 | Time: 1682.82 ms
[2021-12-15 17:28:08 main:574] : INFO : Epoch 1643 | loss: 0.0311177 | val_loss: 0.0311707 | Time: 1680 ms
[2021-12-15 17:28:10 main:574] : INFO : Epoch 1644 | loss: 0.0311197 | val_loss: 0.0311701 | Time: 1686.57 ms
[2021-12-15 17:28:12 main:574] : INFO : Epoch 1645 | loss: 0.031122 | val_loss: 0.0311718 | Time: 1682.3 ms
[2021-12-15 17:28:13 main:574] : INFO : Epoch 1646 | loss: 0.0311173 | val_loss: 0.0311753 | Time: 1681.62 ms
[2021-12-15 17:28:15 main:574] : INFO : Epoch 1647 | loss: 0.0311152 | val_loss: 0.0311732 | Time: 1676.26 ms
[2021-12-15 17:28:17 main:574] : INFO : Epoch 1648 | loss: 0.031114 | val_loss: 0.0311793 | Time: 1698.61 ms
[2021-12-15 17:28:18 main:574] : INFO : Epoch 1649 | loss: 0.0311126 | val_loss: 0.0311703 | Time: 1692.89 ms
[2021-12-15 17:28:20 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311775 | Time: 1688.97 ms
[2021-12-15 17:28:22 main:574] : INFO : Epoch 1651 | loss: 0.0311132 | val_loss: 0.0311768 | Time: 1689.63 ms
[2021-12-15 17:28:24 main:574] : INFO : Epoch 1652 | loss: 0.0311131 | val_loss: 0.0311775 | Time: 1684.73 ms
[2021-12-15 17:28:25 main:574] : INFO : Epoch 1653 | loss: 0.0311078 | val_loss: 0.0311718 | Time: 1686.22 ms
[2021-12-15 17:28:27 main:574] : INFO : Epoch 1654 | loss: 0.0311103 | val_loss: 0.0311798 | Time: 1687.71 ms
[2021-12-15 17:28:29 main:574] : INFO : Epoch 1655 | loss: 0.0311125 | val_loss: 0.0311742 | Time: 1692.68 ms
[2021-12-15 17:28:30 main:574] : INFO : Epoch 1656 | loss: 0.0311111 | val_loss: 0.0311726 | Time: 1691.89 ms
[2021-12-15 17:28:32 main:574] : INFO : Epoch 1657 | loss: 0.0311159 | val_loss: 0.0311786 | Time: 1680.65 ms
[2021-12-15 17:28:34 main:574] : INFO : Epoch 1658 | loss: 0.0311162 | val_loss: 0.0311805 | Time: 1683.58 ms
[2021-12-15 17:28:35 main:574] : INFO : Epoch 1659 | loss: 0.0311173 | val_loss: 0.0311795 | Time: 1682.25 ms
[2021-12-15 17:28:37 main:574] : INFO : Epoch 1660 | loss: 0.0311175 | val_loss: 0.031177 | Time: 1681.61 ms
[2021-12-15 17:28:39 main:574] : INFO : Epoch 1661 | loss: 0.0311143 | val_loss: 0.0311769 | Time: 1689.98 ms
[2021-12-15 17:28:41 main:574] : INFO : Epoch 1662 | loss: 0.031116 | val_loss: 0.0311729 | Time: 1688.04 ms
[2021-12-15 17:28:42 main:574] : INFO : Epoch 1663 | loss: 0.0311255 | val_loss: 0.0311723 | Time: 1689.51 ms
[2021-12-15 17:28:44 main:574] : INFO : Epoch 1664 | loss: 0.0311194 | val_loss: 0.0311727 | Time: 1681.49 ms
[2021-12-15 17:28:46 main:574] : INFO : Epoch 1665 | loss: 0.0311187 | val_loss: 0.0311774 | Time: 1683.9 ms
[2021-12-15 17:28:47 main:574] : INFO : Epoch 1666 | loss: 0.0311178 | val_loss: 0.0311804 | Time: 1679.72 ms
[2021-12-15 17:28:49 main:574] : INFO : Epoch 1667 | loss: 0.0311149 | val_loss: 0.0311777 | Time: 1698.64 ms
[2021-12-15 17:28:51 main:574] : INFO : Epoch 1668 | loss: 0.0311119 | val_loss: 0.0311759 | Time: 1690.47 ms
[2021-12-15 17:28:52 main:574] : INFO : Epoch 1669 | loss: 0.0311109 | val_loss: 0.0311849 | Time: 1690.24 ms
[2021-12-15 17:28:54 main:574] : INFO : Epoch 1670 | loss: 0.0311165 | val_loss: 0.0311824 | Time: 1677.24 ms
[2021-12-15 17:28:56 main:574] : INFO : Epoch 1671 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 1680.56 ms
[2021-12-15 17:28:57 main:574] : INFO : Epoch 1672 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 1675.78 ms
[2021-12-15 17:28:59 main:574] : INFO : Epoch 1673 | loss: 0.0311446 | val_loss: 0.0311728 | Time: 1687.31 ms
[2021-12-15 17:29:01 main:574] : INFO : Epoch 1674 | loss: 0.0311402 | val_loss: 0.031172 | Time: 1689.41 ms
[2021-12-15 17:29:03 main:574] : INFO : Epoch 1675 | loss: 0.0311361 | val_loss: 0.0311686 | Time: 1690.88 ms
[2021-12-15 17:29:04 main:574] : INFO : Epoch 1676 | loss: 0.0311329 | val_loss: 0.0311707 | Time: 1679.57 ms
[2021-12-15 17:29:06 main:574] : INFO : Epoch 1677 | loss: 0.0311322 | val_loss: 0.0311703 | Time: 1682.65 ms
[2021-12-15 17:29:08 main:574] : INFO : Epoch 1678 | loss: 0.0311302 | val_loss: 0.0311735 | Time: 1677.54 ms
[2021-12-15 17:29:09 main:574] : INFO : Epoch 1679 | loss: 0.0311317 | val_loss: 0.0311679 | Time: 1686.58 ms
[2021-12-15 17:29:11 main:574] : INFO : Epoch 1680 | loss: 0.0311276 | val_loss: 0.0311716 | Time: 1686.44 ms
[2021-12-15 17:29:13 main:574] : INFO : Epoch 1681 | loss: 0.0311336 | val_loss: 0.0311776 | Time: 1689.81 ms
[2021-12-15 17:29:14 main:574] : INFO : Epoch 1682 | loss: 0.0311376 | val_loss: 0.0311801 | Time: 1682.72 ms
[2021-12-15 17:29:16 main:574] : INFO : Epoch 1683 | loss: 0.0311401 | val_loss: 0.0311824 | Time: 1680.77 ms
[2021-12-15 17:29:18 main:574] : INFO : Epoch 1684 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 1683.82 ms
[2021-12-15 17:29:20 main:574] : INFO : Epoch 1685 | loss: 0.0311482 | val_loss: 0.0311683 | Time: 1680.36 ms
[2021-12-15 17:29:21 main:574] : INFO : Epoch 1686 | loss: 0.0311416 | val_loss: 0.0311695 | Time: 1687.16 ms
[2021-12-15 17:29:23 main:574] : INFO : Epoch 1687 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 1684.22 ms
[2021-12-15 17:29:25 main:574] : INFO : Epoch 1688 | loss: 0.0311362 | val_loss: 0.0311674 | Time: 1684.83 ms
[2021-12-15 17:29:26 main:574] : INFO : Epoch 1689 | loss: 0.0311314 | val_loss: 0.0311645 | Time: 1674.76 ms
[2021-12-15 17:29:28 main:574] : INFO : Epoch 1690 | loss: 0.0311285 | val_loss: 0.0311684 | Time: 1678.28 ms
[2021-12-15 17:29:30 main:574] : INFO : Epoch 1691 | loss: 0.0311275 | val_loss: 0.03117 | Time: 1681.82 ms
[2021-12-15 17:29:31 main:574] : INFO : Epoch 1692 | loss: 0.0311262 | val_loss: 0.0311675 | Time: 1686.17 ms
[2021-12-15 17:29:33 main:574] : INFO : Epoch 1693 | loss: 0.031126 | val_loss: 0.0311663 | Time: 1687.65 ms
[2021-12-15 17:29:35 main:574] : INFO : Epoch 1694 | loss: 0.0311276 | val_loss: 0.031175 | Time: 1685.13 ms
[2021-12-15 17:29:36 main:574] : INFO : Epoch 1695 | loss: 0.0311284 | val_loss: 0.031171 | Time: 1679.74 ms
[2021-12-15 17:29:38 main:574] : INFO : Epoch 1696 | loss: 0.0311285 | val_loss: 0.0311725 | Time: 1677.47 ms
[2021-12-15 17:29:40 main:574] : INFO : Epoch 1697 | loss: 0.0311275 | val_loss: 0.0311654 | Time: 1703.04 ms
[2021-12-15 17:29:42 main:574] : INFO : Epoch 1698 | loss: 0.0311274 | val_loss: 0.0311718 | Time: 1687.02 ms
[2021-12-15 17:29:43 main:574] : INFO : Epoch 1699 | loss: 0.0311291 | val_loss: 0.0311748 | Time: 1692.83 ms
[2021-12-15 17:29:45 main:574] : INFO : Epoch 1700 | loss: 0.031126 | val_loss: 0.0311675 | Time: 1685.57 ms
[2021-12-15 17:29:47 main:574] : INFO : Epoch 1701 | loss: 0.0311253 | val_loss: 0.0311697 | Time: 1679.62 ms
[2021-12-15 17:29:48 main:574] : INFO : Epoch 1702 | loss: 0.0311243 | val_loss: 0.0311802 | Time: 1688.9 ms
[2021-12-15 17:29:50 main:574] : INFO : Epoch 1703 | loss: 0.0311221 | val_loss: 0.0311805 | Time: 1679.06 ms
[2021-12-15 17:29:52 main:574] : INFO : Epoch 1704 | loss: 0.0311276 | val_loss: 0.0311756 | Time: 1686.31 ms
[2021-12-15 17:29:53 main:574] : INFO : Epoch 1705 | loss: 0.0311414 | val_loss: 0.0311785 | Time: 1687.45 ms
[2021-12-15 17:29:55 main:574] : INFO : Epoch 1706 | loss: 0.0311411 | val_loss: 0.0311726 | Time: 1683.87 ms
[2021-12-15 17:29:57 main:574] : INFO : Epoch 1707 | loss: 0.0311386 | val_loss: 0.0311659 | Time: 1682.4 ms
[2021-12-15 17:29:59 main:574] : INFO : Epoch 1708 | loss: 0.0311428 | val_loss: 0.0311705 | Time: 1679.11 ms
[2021-12-15 17:30:00 main:574] : INFO : Epoch 1709 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 1718.63 ms
[2021-12-15 17:30:02 main:574] : INFO : Epoch 1710 | loss: 0.031136 | val_loss: 0.0311678 | Time: 1709.94 ms
[2021-12-15 17:30:04 main:574] : INFO : Epoch 1711 | loss: 0.0311338 | val_loss: 0.0311732 | Time: 1689.01 ms
[2021-12-15 17:30:05 main:574] : INFO : Epoch 1712 | loss: 0.0311338 | val_loss: 0.0311767 | Time: 1689.24 ms
[2021-12-15 17:30:07 main:574] : INFO : Epoch 1713 | loss: 0.0311389 | val_loss: 0.0311786 | Time: 1690.1 ms
[2021-12-15 17:30:09 main:574] : INFO : Epoch 1714 | loss: 0.0311394 | val_loss: 0.0311676 | Time: 1679.75 ms
[2021-12-15 17:30:10 main:574] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311721 | Time: 1685.94 ms
[2021-12-15 17:30:12 main:574] : INFO : Epoch 1716 | loss: 0.031131 | val_loss: 0.0311736 | Time: 1682.56 ms
[2021-12-15 17:30:14 main:574] : INFO : Epoch 1717 | loss: 0.0311314 | val_loss: 0.0311801 | Time: 1689.24 ms
[2021-12-15 17:30:16 main:574] : INFO : Epoch 1718 | loss: 0.0311297 | val_loss: 0.0311769 | Time: 1687.34 ms
[2021-12-15 17:30:17 main:574] : INFO : Epoch 1719 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 1690.75 ms
[2021-12-15 17:30:19 main:574] : INFO : Epoch 1720 | loss: 0.0311407 | val_loss: 0.0311715 | Time: 1674.19 ms
[2021-12-15 17:30:21 main:574] : INFO : Epoch 1721 | loss: 0.0311357 | val_loss: 0.0311718 | Time: 1680.46 ms
[2021-12-15 17:30:22 main:574] : INFO : Epoch 1722 | loss: 0.0311328 | val_loss: 0.0311685 | Time: 1676.92 ms
[2021-12-15 17:30:24 main:574] : INFO : Epoch 1723 | loss: 0.0311313 | val_loss: 0.0311671 | Time: 1683.78 ms
[2021-12-15 17:30:26 main:574] : INFO : Epoch 1724 | loss: 0.0311306 | val_loss: 0.0311689 | Time: 1692.74 ms
[2021-12-15 17:30:27 main:574] : INFO : Epoch 1725 | loss: 0.0311309 | val_loss: 0.0311735 | Time: 1703.75 ms
[2021-12-15 17:30:29 main:574] : INFO : Epoch 1726 | loss: 0.0311274 | val_loss: 0.0311698 | Time: 1683.36 ms
[2021-12-15 17:30:31 main:574] : INFO : Epoch 1727 | loss: 0.0311249 | val_loss: 0.0311698 | Time: 1683.77 ms
[2021-12-15 17:30:32 main:574] : INFO : Epoch 1728 | loss: 0.0311283 | val_loss: 0.031169 | Time: 1679.55 ms
[2021-12-15 17:30:34 main:574] : INFO : Epoch 1729 | loss: 0.0311381 | val_loss: 0.0311663 | Time: 1683.99 ms
[2021-12-15 17:30:36 main:574] : INFO : Epoch 1730 | loss: 0.0311327 | val_loss: 0.0311649 | Time: 1683.78 ms
[2021-12-15 17:30:38 main:574] : INFO : Epoch 1731 | loss: 0.0311294 | val_loss: 0.0311659 | Time: 1691.91 ms
[2021-12-15 17:30:39 main:574] : INFO : Epoch 1732 | loss: 0.031128 | val_loss: 0.0311717 | Time: 1695.04 ms
[2021-12-15 17:30:41 main:574] : INFO : Epoch 1733 | loss: 0.0311291 | val_loss: 0.0311641 | Time: 1676.6 ms
[2021-12-15 17:30:43 main:574] : INFO : Epoch 1734 | loss: 0.0311271 | val_loss: 0.0311715 | Time: 1679.12 ms
[2021-12-15 17:30:44 main:574] : INFO : Epoch 1735 | loss: 0.0311261 | val_loss: 0.0311667 | Time: 1685.8 ms
[2021-12-15 17:30:46 main:574] : INFO : Epoch 1736 | loss: 0.0311267 | val_loss: 0.0311716 | Time: 1692.87 ms
[2021-12-15 17:30:48 main:574] : INFO : Epoch 1737 | loss: 0.0311241 | val_loss: 0.0311666 | Time: 1686 ms
[2021-12-15 17:30:49 main:574] : INFO : Epoch 1738 | loss: 0.0311243 | val_loss: 0.0311698 | Time: 1677.17 ms
[2021-12-15 17:30:51 main:574] : INFO : Epoch 1739 | loss: 0.0311236 | val_loss: 0.0311709 | Time: 1687.84 ms
[2021-12-15 17:30:53 main:574] : INFO : Epoch 1740 | loss: 0.0311231 | val_loss: 0.0311777 | Time: 1679.5 ms
[2021-12-15 17:30:55 main:574] : INFO : Epoch 1741 | loss: 0.0311206 | val_loss: 0.0311711 | Time: 1677.04 ms
[2021-12-15 17:30:56 main:574] : INFO : Epoch 1742 | loss: 0.0311193 | val_loss: 0.0311739 | Time: 1692.16 ms
[2021-12-15 17:30:58 main:574] : INFO : Epoch 1743 | loss: 0.0311194 | val_loss: 0.0311735 | Time: 1685.78 ms
[2021-12-15 17:31:00 main:574] : INFO : Epoch 1744 | loss: 0.0311231 | val_loss: 0.0311651 | Time: 1748.1 ms
[2021-12-15 17:31:01 main:574] : INFO : Epoch 1745 | loss: 0.0311251 | val_loss: 0.0311736 | Time: 1675.78 ms
[2021-12-15 17:31:03 main:574] : INFO : Epoch 1746 | loss: 0.0311298 | val_loss: 0.0311746 | Time: 1680.09 ms
[2021-12-15 17:31:05 main:574] : INFO : Epoch 1747 | loss: 0.0311258 | val_loss: 0.0311717 | Time: 1681.89 ms
[2021-12-15 17:31:06 main:574] : INFO : Epoch 1748 | loss: 0.0311252 | val_loss: 0.0311684 | Time: 1687.95 ms
[2021-12-15 17:31:08 main:574] : INFO : Epoch 1749 | loss: 0.0311208 | val_loss: 0.0311699 | Time: 1688.12 ms
[2021-12-15 17:31:10 main:574] : INFO : Epoch 1750 | loss: 0.0311198 | val_loss: 0.0311762 | Time: 1692.2 ms
[2021-12-15 17:31:12 main:574] : INFO : Epoch 1751 | loss: 0.0311184 | val_loss: 0.0311731 | Time: 1682.25 ms
[2021-12-15 17:31:13 main:574] : INFO : Epoch 1752 | loss: 0.0311179 | val_loss: 0.0311737 | Time: 1680.28 ms
[2021-12-15 17:31:15 main:574] : INFO : Epoch 1753 | loss: 0.0311193 | val_loss: 0.0311697 | Time: 1674 ms
[2021-12-15 17:31:17 main:574] : INFO : Epoch 1754 | loss: 0.0311195 | val_loss: 0.0311659 | Time: 1681.71 ms
[2021-12-15 17:31:18 main:574] : INFO : Epoch 1755 | loss: 0.0311186 | val_loss: 0.0311745 | Time: 1694.02 ms
[2021-12-15 17:31:20 main:574] : INFO : Epoch 1756 | loss: 0.031117 | val_loss: 0.0311699 | Time: 1689.51 ms
[2021-12-15 17:31:22 main:574] : INFO : Epoch 1757 | loss: 0.0311167 | val_loss: 0.0311768 | Time: 1681.23 ms
[2021-12-15 17:31:23 main:574] : INFO : Epoch 1758 | loss: 0.0311222 | val_loss: 0.0311721 | Time: 1676.04 ms
[2021-12-15 17:31:25 main:574] : INFO : Epoch 1759 | loss: 0.031126 | val_loss: 0.0311708 | Time: 1683.68 ms
[2021-12-15 17:31:27 main:574] : INFO : Epoch 1760 | loss: 0.0311228 | val_loss: 0.0311737 | Time: 1676.53 ms
[2021-12-15 17:31:28 main:574] : INFO : Epoch 1761 | loss: 0.0311207 | val_loss: 0.0311661 | Time: 1690.2 ms
[2021-12-15 17:31:30 main:574] : INFO : Epoch 1762 | loss: 0.0311222 | val_loss: 0.0311681 | Time: 1690.63 ms
[2021-12-15 17:31:32 main:574] : INFO : Epoch 1763 | loss: 0.0311278 | val_loss: 0.0311716 | Time: 1687.76 ms
[2021-12-15 17:31:34 main:574] : INFO : Epoch 1764 | loss: 0.0311267 | val_loss: 0.0311747 | Time: 1681.28 ms
[2021-12-15 17:31:35 main:574] : INFO : Epoch 1765 | loss: 0.031121 | val_loss: 0.0311735 | Time: 1683.1 ms
[2021-12-15 17:31:37 main:574] : INFO : Epoch 1766 | loss: 0.0311212 | val_loss: 0.0311733 | Time: 1681.82 ms
[2021-12-15 17:31:39 main:574] : INFO : Epoch 1767 | loss: 0.0311223 | val_loss: 0.0311677 | Time: 1689.91 ms
[2021-12-15 17:31:40 main:574] : INFO : Epoch 1768 | loss: 0.0311197 | val_loss: 0.0311713 | Time: 1691.46 ms
[2021-12-15 17:31:42 main:574] : INFO : Epoch 1769 | loss: 0.0311184 | val_loss: 0.0311686 | Time: 1682.61 ms
[2021-12-15 17:31:44 main:574] : INFO : Epoch 1770 | loss: 0.0311179 | val_loss: 0.0311702 | Time: 1680.72 ms
[2021-12-15 17:31:45 main:574] : INFO : Epoch 1771 | loss: 0.0311182 | val_loss: 0.0311705 | Time: 1679.71 ms
[2021-12-15 17:31:47 main:574] : INFO : Epoch 1772 | loss: 0.0311186 | val_loss: 0.0311757 | Time: 1678.64 ms
[2021-12-15 17:31:49 main:574] : INFO : Epoch 1773 | loss: 0.0311194 | val_loss: 0.0311734 | Time: 1683.76 ms
[2021-12-15 17:31:51 main:574] : INFO : Epoch 1774 | loss: 0.0311177 | val_loss: 0.0311695 | Time: 1690.15 ms
[2021-12-15 17:31:52 main:574] : INFO : Epoch 1775 | loss: 0.0311155 | val_loss: 0.0311782 | Time: 1690.55 ms
[2021-12-15 17:31:54 main:574] : INFO : Epoch 1776 | loss: 0.031119 | val_loss: 0.0311769 | Time: 1685.63 ms
[2021-12-15 17:31:56 main:574] : INFO : Epoch 1777 | loss: 0.031116 | val_loss: 0.0311734 | Time: 1677.77 ms
[2021-12-15 17:31:57 main:574] : INFO : Epoch 1778 | loss: 0.0311156 | val_loss: 0.0311692 | Time: 1678.76 ms
[2021-12-15 17:31:59 main:574] : INFO : Epoch 1779 | loss: 0.0311147 | val_loss: 0.0311713 | Time: 1682.63 ms
[2021-12-15 17:32:01 main:574] : INFO : Epoch 1780 | loss: 0.0311136 | val_loss: 0.0311725 | Time: 1692.99 ms
[2021-12-15 17:32:02 main:574] : INFO : Epoch 1781 | loss: 0.0311135 | val_loss: 0.0311753 | Time: 1687.15 ms
[2021-12-15 17:32:04 main:574] : INFO : Epoch 1782 | loss: 0.0311138 | val_loss: 0.031175 | Time: 1714.61 ms
[2021-12-15 17:32:06 main:574] : INFO : Epoch 1783 | loss: 0.0311149 | val_loss: 0.0311746 | Time: 1679.83 ms
[2021-12-15 17:32:07 main:574] : INFO : Epoch 1784 | loss: 0.0311128 | val_loss: 0.0311692 | Time: 1662.28 ms
[2021-12-15 17:32:09 main:574] : INFO : Epoch 1785 | loss: 0.0311157 | val_loss: 0.0311712 | Time: 1684.82 ms
[2021-12-15 17:32:11 main:574] : INFO : Epoch 1786 | loss: 0.0311186 | val_loss: 0.0311896 | Time: 1690.43 ms
[2021-12-15 17:32:13 main:574] : INFO : Epoch 1787 | loss: 0.0312087 | val_loss: 0.0315439 | Time: 1687.57 ms
[2021-12-15 17:32:14 main:574] : INFO : Epoch 1788 | loss: 0.0340455 | val_loss: 0.0385542 | Time: 1682.28 ms
[2021-12-15 17:32:16 main:574] : INFO : Epoch 1789 | loss: 0.0325624 | val_loss: 0.0313804 | Time: 1681.68 ms
[2021-12-15 17:32:18 main:574] : INFO : Epoch 1790 | loss: 0.0313692 | val_loss: 0.0312529 | Time: 1680.24 ms
[2021-12-15 17:32:19 main:574] : INFO : Epoch 1791 | loss: 0.0312379 | val_loss: 0.0312091 | Time: 1680.01 ms
[2021-12-15 17:32:21 main:574] : INFO : Epoch 1792 | loss: 0.0311969 | val_loss: 0.0311925 | Time: 1685.09 ms
[2021-12-15 17:32:23 main:574] : INFO : Epoch 1793 | loss: 0.0311846 | val_loss: 0.0311867 | Time: 1671.39 ms
[2021-12-15 17:32:24 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311793 | Time: 1683.67 ms
[2021-12-15 17:32:26 main:574] : INFO : Epoch 1795 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 1685 ms
[2021-12-15 17:32:28 main:574] : INFO : Epoch 1796 | loss: 0.0311604 | val_loss: 0.031174 | Time: 1682.47 ms
[2021-12-15 17:32:29 main:574] : INFO : Epoch 1797 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 1681.38 ms
[2021-12-15 17:32:31 main:574] : INFO : Epoch 1798 | loss: 0.0311544 | val_loss: 0.0311788 | Time: 1689.82 ms
[2021-12-15 17:32:33 main:574] : INFO : Epoch 1799 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 1691.55 ms
[2021-12-15 17:32:35 main:574] : INFO : Epoch 1800 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 1691.14 ms
[2021-12-15 17:32:36 main:574] : INFO : Epoch 1801 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 1681.73 ms
[2021-12-15 17:32:38 main:574] : INFO : Epoch 1802 | loss: 0.0311461 | val_loss: 0.0311732 | Time: 1681.29 ms
[2021-12-15 17:32:40 main:574] : INFO : Epoch 1803 | loss: 0.031145 | val_loss: 0.0311749 | Time: 1681.98 ms
[2021-12-15 17:32:41 main:574] : INFO : Epoch 1804 | loss: 0.0311429 | val_loss: 0.0311744 | Time: 1689.46 ms
[2021-12-15 17:32:43 main:574] : INFO : Epoch 1805 | loss: 0.0311424 | val_loss: 0.0311731 | Time: 1693.46 ms
[2021-12-15 17:32:45 main:574] : INFO : Epoch 1806 | loss: 0.031141 | val_loss: 0.0311701 | Time: 1688.19 ms
[2021-12-15 17:32:46 main:574] : INFO : Epoch 1807 | loss: 0.0311373 | val_loss: 0.0311689 | Time: 1686.63 ms
[2021-12-15 17:32:48 main:574] : INFO : Epoch 1808 | loss: 0.0311342 | val_loss: 0.0311702 | Time: 1682.89 ms
[2021-12-15 17:32:50 main:574] : INFO : Epoch 1809 | loss: 0.0311323 | val_loss: 0.0311698 | Time: 1678.29 ms
[2021-12-15 17:32:52 main:574] : INFO : Epoch 1810 | loss: 0.0311304 | val_loss: 0.0311689 | Time: 1686.21 ms
[2021-12-15 17:32:53 main:574] : INFO : Epoch 1811 | loss: 0.0311295 | val_loss: 0.0311687 | Time: 1685.33 ms
[2021-12-15 17:32:55 main:574] : INFO : Epoch 1812 | loss: 0.0311287 | val_loss: 0.0311691 | Time: 1688.83 ms
[2021-12-15 17:32:57 main:574] : INFO : Epoch 1813 | loss: 0.0311279 | val_loss: 0.0311722 | Time: 1678.22 ms
[2021-12-15 17:32:58 main:574] : INFO : Epoch 1814 | loss: 0.0311276 | val_loss: 0.0311698 | Time: 1679.38 ms
[2021-12-15 17:33:00 main:574] : INFO : Epoch 1815 | loss: 0.0311265 | val_loss: 0.0311702 | Time: 1681.8 ms
[2021-12-15 17:33:02 main:574] : INFO : Epoch 1816 | loss: 0.0311257 | val_loss: 0.0311707 | Time: 1682.91 ms
[2021-12-15 17:33:03 main:574] : INFO : Epoch 1817 | loss: 0.0311254 | val_loss: 0.0311677 | Time: 1689.48 ms
[2021-12-15 17:33:05 main:574] : INFO : Epoch 1818 | loss: 0.0311261 | val_loss: 0.0311701 | Time: 1688.94 ms
[2021-12-15 17:33:07 main:574] : INFO : Epoch 1819 | loss: 0.0311251 | val_loss: 0.0311727 | Time: 1679.17 ms
[2021-12-15 17:33:08 main:574] : INFO : Epoch 1820 | loss: 0.0311248 | val_loss: 0.0311738 | Time: 1724.7 ms
[2021-12-15 17:33:10 main:574] : INFO : Epoch 1821 | loss: 0.0311239 | val_loss: 0.0311741 | Time: 1682.3 ms
[2021-12-15 17:33:12 main:574] : INFO : Epoch 1822 | loss: 0.0311256 | val_loss: 0.0311675 | Time: 1687.13 ms
[2021-12-15 17:33:14 main:574] : INFO : Epoch 1823 | loss: 0.0311253 | val_loss: 0.0311702 | Time: 1690.81 ms
[2021-12-15 17:33:15 main:574] : INFO : Epoch 1824 | loss: 0.0311225 | val_loss: 0.0311718 | Time: 1690.62 ms
[2021-12-15 17:33:17 main:574] : INFO : Epoch 1825 | loss: 0.0311211 | val_loss: 0.0311712 | Time: 1702.19 ms
[2021-12-15 17:33:19 main:574] : INFO : Epoch 1826 | loss: 0.0311229 | val_loss: 0.0311711 | Time: 1676.07 ms
[2021-12-15 17:33:20 main:574] : INFO : Epoch 1827 | loss: 0.0311217 | val_loss: 0.0311711 | Time: 1680.61 ms
[2021-12-15 17:33:22 main:574] : INFO : Epoch 1828 | loss: 0.0311206 | val_loss: 0.0311736 | Time: 1679.93 ms
[2021-12-15 17:33:24 main:574] : INFO : Epoch 1829 | loss: 0.031121 | val_loss: 0.0311802 | Time: 1697.42 ms
[2021-12-15 17:33:25 main:574] : INFO : Epoch 1830 | loss: 0.0311235 | val_loss: 0.031176 | Time: 1689.38 ms
[2021-12-15 17:33:27 main:574] : INFO : Epoch 1831 | loss: 0.0311198 | val_loss: 0.0311742 | Time: 1687.05 ms
[2021-12-15 17:33:29 main:574] : INFO : Epoch 1832 | loss: 0.0311204 | val_loss: 0.0311779 | Time: 1683.65 ms
[2021-12-15 17:33:31 main:574] : INFO : Epoch 1833 | loss: 0.0311212 | val_loss: 0.0311737 | Time: 1682.07 ms
[2021-12-15 17:33:32 main:574] : INFO : Epoch 1834 | loss: 0.031121 | val_loss: 0.0311685 | Time: 1676.72 ms
[2021-12-15 17:33:34 main:574] : INFO : Epoch 1835 | loss: 0.031122 | val_loss: 0.031171 | Time: 1684.44 ms
[2021-12-15 17:33:36 main:574] : INFO : Epoch 1836 | loss: 0.0311206 | val_loss: 0.0311728 | Time: 1691.04 ms
[2021-12-15 17:33:37 main:574] : INFO : Epoch 1837 | loss: 0.0311207 | val_loss: 0.0311758 | Time: 1681.35 ms
[2021-12-15 17:33:39 main:574] : INFO : Epoch 1838 | loss: 0.0311223 | val_loss: 0.0311736 | Time: 1683.26 ms
[2021-12-15 17:33:41 main:574] : INFO : Epoch 1839 | loss: 0.0311214 | val_loss: 0.0311738 | Time: 1684.69 ms
[2021-12-15 17:33:42 main:574] : INFO : Epoch 1840 | loss: 0.0311215 | val_loss: 0.0311713 | Time: 1676.62 ms
[2021-12-15 17:33:44 main:574] : INFO : Epoch 1841 | loss: 0.0311232 | val_loss: 0.0311664 | Time: 1682.72 ms
[2021-12-15 17:33:46 main:574] : INFO : Epoch 1842 | loss: 0.0311197 | val_loss: 0.0311723 | Time: 1683.02 ms
[2021-12-15 17:33:47 main:574] : INFO : Epoch 1843 | loss: 0.0311191 | val_loss: 0.0311748 | Time: 1691.35 ms
[2021-12-15 17:33:49 main:574] : INFO : Epoch 1844 | loss: 0.0311286 | val_loss: 0.0311745 | Time: 1684.92 ms
[2021-12-15 17:33:51 main:574] : INFO : Epoch 1845 | loss: 0.0311329 | val_loss: 0.0311689 | Time: 1682.32 ms
[2021-12-15 17:33:53 main:574] : INFO : Epoch 1846 | loss: 0.0311304 | val_loss: 0.0311672 | Time: 1683.29 ms
[2021-12-15 17:33:54 main:574] : INFO : Epoch 1847 | loss: 0.0311299 | val_loss: 0.0311726 | Time: 1683.69 ms
[2021-12-15 17:33:56 main:574] : INFO : Epoch 1848 | loss: 0.0311282 | val_loss: 0.0311686 | Time: 1688.61 ms
[2021-12-15 17:33:58 main:574] : INFO : Epoch 1849 | loss: 0.0311271 | val_loss: 0.0311694 | Time: 1689.8 ms
[2021-12-15 17:33:59 main:574] : INFO : Epoch 1850 | loss: 0.031125 | val_loss: 0.0311759 | Time: 1688.66 ms
[2021-12-15 17:34:01 main:574] : INFO : Epoch 1851 | loss: 0.0311251 | val_loss: 0.0311751 | Time: 1677.09 ms
[2021-12-15 17:34:03 main:574] : INFO : Epoch 1852 | loss: 0.0311266 | val_loss: 0.0311701 | Time: 1691.81 ms
[2021-12-15 17:34:04 main:574] : INFO : Epoch 1853 | loss: 0.0311243 | val_loss: 0.0311676 | Time: 1678.98 ms
[2021-12-15 17:34:06 main:574] : INFO : Epoch 1854 | loss: 0.0311234 | val_loss: 0.0311702 | Time: 1690.37 ms
[2021-12-15 17:34:08 main:574] : INFO : Epoch 1855 | loss: 0.031122 | val_loss: 0.031175 | Time: 1687.11 ms
[2021-12-15 17:34:10 main:574] : INFO : Epoch 1856 | loss: 0.0311246 | val_loss: 0.0311691 | Time: 1686.64 ms
[2021-12-15 17:34:11 main:574] : INFO : Epoch 1857 | loss: 0.031134 | val_loss: 0.0311682 | Time: 1680.02 ms
[2021-12-15 17:34:13 main:574] : INFO : Epoch 1858 | loss: 0.0311335 | val_loss: 0.0311707 | Time: 1677.75 ms
[2021-12-15 17:34:15 main:574] : INFO : Epoch 1859 | loss: 0.0311281 | val_loss: 0.0311679 | Time: 1678.82 ms
[2021-12-15 17:34:16 main:574] : INFO : Epoch 1860 | loss: 0.0311244 | val_loss: 0.0311661 | Time: 1689.6 ms
[2021-12-15 17:34:18 main:574] : INFO : Epoch 1861 | loss: 0.0311231 | val_loss: 0.0311736 | Time: 1688.06 ms
[2021-12-15 17:34:20 main:574] : INFO : Epoch 1862 | loss: 0.0311233 | val_loss: 0.0311672 | Time: 1692.57 ms
[2021-12-15 17:34:21 main:574] : INFO : Epoch 1863 | loss: 0.0311217 | val_loss: 0.0311767 | Time: 1676.98 ms
[2021-12-15 17:34:23 main:574] : INFO : Epoch 1864 | loss: 0.0311234 | val_loss: 0.0311764 | Time: 1679.08 ms
[2021-12-15 17:34:25 main:574] : INFO : Epoch 1865 | loss: 0.0311241 | val_loss: 0.031167 | Time: 1676.74 ms
[2021-12-15 17:34:26 main:574] : INFO : Epoch 1866 | loss: 0.0311227 | val_loss: 0.031166 | Time: 1686.12 ms
[2021-12-15 17:34:28 main:574] : INFO : Epoch 1867 | loss: 0.0311225 | val_loss: 0.0311662 | Time: 1684.98 ms
[2021-12-15 17:34:30 main:574] : INFO : Epoch 1868 | loss: 0.0311236 | val_loss: 0.0311687 | Time: 1689.17 ms
[2021-12-15 17:34:32 main:574] : INFO : Epoch 1869 | loss: 0.031124 | val_loss: 0.0311633 | Time: 1685.13 ms
[2021-12-15 17:34:33 main:574] : INFO : Epoch 1870 | loss: 0.0311235 | val_loss: 0.0311662 | Time: 1682.58 ms
[2021-12-15 17:34:35 main:574] : INFO : Epoch 1871 | loss: 0.0311234 | val_loss: 0.031171 | Time: 1679.34 ms
[2021-12-15 17:34:37 main:574] : INFO : Epoch 1872 | loss: 0.031128 | val_loss: 0.0311682 | Time: 1689.96 ms
[2021-12-15 17:34:38 main:574] : INFO : Epoch 1873 | loss: 0.0311298 | val_loss: 0.0311753 | Time: 1688.49 ms
[2021-12-15 17:34:40 main:574] : INFO : Epoch 1874 | loss: 0.0311363 | val_loss: 0.0311686 | Time: 1689.26 ms
[2021-12-15 17:34:42 main:574] : INFO : Epoch 1875 | loss: 0.0311311 | val_loss: 0.0311699 | Time: 1681.45 ms
[2021-12-15 17:34:43 main:574] : INFO : Epoch 1876 | loss: 0.0311267 | val_loss: 0.0311685 | Time: 1679.81 ms
[2021-12-15 17:34:45 main:574] : INFO : Epoch 1877 | loss: 0.0311255 | val_loss: 0.0311685 | Time: 1682.45 ms
[2021-12-15 17:34:47 main:574] : INFO : Epoch 1878 | loss: 0.0311263 | val_loss: 0.0311714 | Time: 1702.29 ms
[2021-12-15 17:34:49 main:574] : INFO : Epoch 1879 | loss: 0.0311301 | val_loss: 0.0311679 | Time: 1687.81 ms
[2021-12-15 17:34:50 main:574] : INFO : Epoch 1880 | loss: 0.0311286 | val_loss: 0.0311702 | Time: 1687.48 ms
[2021-12-15 17:34:52 main:574] : INFO : Epoch 1881 | loss: 0.0311256 | val_loss: 0.0311733 | Time: 1721.02 ms
[2021-12-15 17:34:54 main:574] : INFO : Epoch 1882 | loss: 0.0311237 | val_loss: 0.0311664 | Time: 1679.5 ms
[2021-12-15 17:34:55 main:574] : INFO : Epoch 1883 | loss: 0.0311251 | val_loss: 0.0311668 | Time: 1678.26 ms
[2021-12-15 17:34:57 main:574] : INFO : Epoch 1884 | loss: 0.0311251 | val_loss: 0.0311684 | Time: 1673.9 ms
[2021-12-15 17:34:59 main:574] : INFO : Epoch 1885 | loss: 0.0311237 | val_loss: 0.0311647 | Time: 1688.09 ms
[2021-12-15 17:35:00 main:574] : INFO : Epoch 1886 | loss: 0.0311232 | val_loss: 0.0311704 | Time: 1687.87 ms
[2021-12-15 17:35:02 main:574] : INFO : Epoch 1887 | loss: 0.0311241 | val_loss: 0.031163 | Time: 1690.04 ms
[2021-12-15 17:35:04 main:574] : INFO : Epoch 1888 | loss: 0.0311241 | val_loss: 0.0311688 | Time: 1677.62 ms
[2021-12-15 17:35:05 main:574] : INFO : Epoch 1889 | loss: 0.0311237 | val_loss: 0.0311666 | Time: 1688.31 ms
[2021-12-15 17:35:07 main:574] : INFO : Epoch 1890 | loss: 0.0311229 | val_loss: 0.031171 | Time: 1680.41 ms
[2021-12-15 17:35:09 main:574] : INFO : Epoch 1891 | loss: 0.0311241 | val_loss: 0.0311702 | Time: 1682.96 ms
[2021-12-15 17:35:11 main:574] : INFO : Epoch 1892 | loss: 0.0311258 | val_loss: 0.0311714 | Time: 1686.43 ms
[2021-12-15 17:35:12 main:574] : INFO : Epoch 1893 | loss: 0.0311215 | val_loss: 0.0311772 | Time: 1690.63 ms
[2021-12-15 17:35:14 main:574] : INFO : Epoch 1894 | loss: 0.0311238 | val_loss: 0.0311786 | Time: 1687.65 ms
[2021-12-15 17:35:16 main:574] : INFO : Epoch 1895 | loss: 0.0311223 | val_loss: 0.0311694 | Time: 1682.03 ms
[2021-12-15 17:35:17 main:574] : INFO : Epoch 1896 | loss: 0.0311221 | val_loss: 0.0311698 | Time: 1679.71 ms
[2021-12-15 17:35:19 main:574] : INFO : Epoch 1897 | loss: 0.0311221 | val_loss: 0.0311697 | Time: 1687.26 ms
[2021-12-15 17:35:21 main:574] : INFO : Epoch 1898 | loss: 0.0311198 | val_loss: 0.0311727 | Time: 1692.45 ms
[2021-12-15 17:35:22 main:574] : INFO : Epoch 1899 | loss: 0.0311222 | val_loss: 0.0311761 | Time: 1691.23 ms
[2021-12-15 17:35:24 main:574] : INFO : Epoch 1900 | loss: 0.0311231 | val_loss: 0.0311735 | Time: 1692.48 ms
[2021-12-15 17:35:26 main:574] : INFO : Epoch 1901 | loss: 0.0311214 | val_loss: 0.0311768 | Time: 1680.16 ms
[2021-12-15 17:35:28 main:574] : INFO : Epoch 1902 | loss: 0.0311216 | val_loss: 0.0311765 | Time: 1676.66 ms
[2021-12-15 17:35:29 main:574] : INFO : Epoch 1903 | loss: 0.0311231 | val_loss: 0.0311746 | Time: 1681.02 ms
[2021-12-15 17:35:31 main:574] : INFO : Epoch 1904 | loss: 0.0311237 | val_loss: 0.0311796 | Time: 1685.61 ms
[2021-12-15 17:35:33 main:574] : INFO : Epoch 1905 | loss: 0.0311252 | val_loss: 0.031175 | Time: 1690.9 ms
[2021-12-15 17:35:34 main:574] : INFO : Epoch 1906 | loss: 0.0311232 | val_loss: 0.0311757 | Time: 1690.93 ms
[2021-12-15 17:35:36 main:574] : INFO : Epoch 1907 | loss: 0.0311244 | val_loss: 0.0311958 | Time: 1681.06 ms
[2021-12-15 17:35:38 main:574] : INFO : Epoch 1908 | loss: 0.0311287 | val_loss: 0.0311834 | Time: 1679.94 ms
[2021-12-15 17:35:39 main:574] : INFO : Epoch 1909 | loss: 0.031125 | val_loss: 0.0311763 | Time: 1680.43 ms
[2021-12-15 17:35:41 main:574] : INFO : Epoch 1910 | loss: 0.0311215 | val_loss: 0.0311788 | Time: 1683.11 ms
[2021-12-15 17:35:43 main:574] : INFO : Epoch 1911 | loss: 0.031119 | val_loss: 0.0311784 | Time: 1688.03 ms
[2021-12-15 17:35:44 main:574] : INFO : Epoch 1912 | loss: 0.0311202 | val_loss: 0.0311706 | Time: 1684.75 ms
[2021-12-15 17:35:46 main:574] : INFO : Epoch 1913 | loss: 0.0311196 | val_loss: 0.0311753 | Time: 1679.77 ms
[2021-12-15 17:35:48 main:574] : INFO : Epoch 1914 | loss: 0.0311236 | val_loss: 0.0311726 | Time: 1684.02 ms
[2021-12-15 17:35:50 main:574] : INFO : Epoch 1915 | loss: 0.0311251 | val_loss: 0.0311713 | Time: 1667.69 ms
[2021-12-15 17:35:51 main:574] : INFO : Epoch 1916 | loss: 0.0311209 | val_loss: 0.0311742 | Time: 1684.85 ms
[2021-12-15 17:35:53 main:574] : INFO : Epoch 1917 | loss: 0.0311218 | val_loss: 0.0311716 | Time: 1690.34 ms
[2021-12-15 17:35:55 main:574] : INFO : Epoch 1918 | loss: 0.0311226 | val_loss: 0.0311765 | Time: 1689.01 ms
[2021-12-15 17:35:56 main:574] : INFO : Epoch 1919 | loss: 0.0311166 | val_loss: 0.0311789 | Time: 1684.92 ms
[2021-12-15 17:35:58 main:574] : INFO : Epoch 1920 | loss: 0.0311186 | val_loss: 0.0311836 | Time: 1682.01 ms
[2021-12-15 17:36:00 main:574] : INFO : Epoch 1921 | loss: 0.0311159 | val_loss: 0.0311789 | Time: 1681.37 ms
[2021-12-15 17:36:01 main:574] : INFO : Epoch 1922 | loss: 0.0311187 | val_loss: 0.0311828 | Time: 1680.14 ms
[2021-12-15 17:36:03 main:574] : INFO : Epoch 1923 | loss: 0.031119 | val_loss: 0.0311767 | Time: 1687.36 ms
[2021-12-15 17:36:05 main:574] : INFO : Epoch 1924 | loss: 0.0311175 | val_loss: 0.0311749 | Time: 1687.97 ms
[2021-12-15 17:36:07 main:574] : INFO : Epoch 1925 | loss: 0.0311183 | val_loss: 0.0311743 | Time: 1684.3 ms
[2021-12-15 17:36:08 main:574] : INFO : Epoch 1926 | loss: 0.0311272 | val_loss: 0.0311689 | Time: 1681.11 ms
[2021-12-15 17:36:10 main:574] : INFO : Epoch 1927 | loss: 0.0311245 | val_loss: 0.0311683 | Time: 1698 ms
[2021-12-15 17:36:12 main:574] : INFO : Epoch 1928 | loss: 0.0311221 | val_loss: 0.0311741 | Time: 1681.08 ms
[2021-12-15 17:36:13 main:574] : INFO : Epoch 1929 | loss: 0.031122 | val_loss: 0.0311766 | Time: 1693.69 ms
[2021-12-15 17:36:15 main:574] : INFO : Epoch 1930 | loss: 0.0311214 | val_loss: 0.0311707 | Time: 1691 ms
[2021-12-15 17:36:17 main:574] : INFO : Epoch 1931 | loss: 0.0311199 | val_loss: 0.0311714 | Time: 1683.59 ms
[2021-12-15 17:36:18 main:574] : INFO : Epoch 1932 | loss: 0.0311178 | val_loss: 0.031171 | Time: 1681.03 ms
[2021-12-15 17:36:20 main:574] : INFO : Epoch 1933 | loss: 0.0311206 | val_loss: 0.0311684 | Time: 1684.89 ms
[2021-12-15 17:36:22 main:574] : INFO : Epoch 1934 | loss: 0.0311166 | val_loss: 0.0311698 | Time: 1676.08 ms
[2021-12-15 17:36:23 main:574] : INFO : Epoch 1935 | loss: 0.0311161 | val_loss: 0.0311771 | Time: 1682.73 ms
[2021-12-15 17:36:25 main:574] : INFO : Epoch 1936 | loss: 0.0311264 | val_loss: 0.0311756 | Time: 1685.6 ms
[2021-12-15 17:36:27 main:574] : INFO : Epoch 1937 | loss: 0.0311244 | val_loss: 0.0311778 | Time: 1709.71 ms
[2021-12-15 17:36:29 main:574] : INFO : Epoch 1938 | loss: 0.0311238 | val_loss: 0.0311725 | Time: 1698.2 ms
[2021-12-15 17:36:30 main:574] : INFO : Epoch 1939 | loss: 0.0311214 | val_loss: 0.0311758 | Time: 1700.83 ms
[2021-12-15 17:36:32 main:574] : INFO : Epoch 1940 | loss: 0.0311323 | val_loss: 0.0311688 | Time: 1691.64 ms
[2021-12-15 17:36:34 main:574] : INFO : Epoch 1941 | loss: 0.0311253 | val_loss: 0.0311743 | Time: 1701.68 ms
[2021-12-15 17:36:35 main:574] : INFO : Epoch 1942 | loss: 0.0311211 | val_loss: 0.0311743 | Time: 1712.51 ms
[2021-12-15 17:36:37 main:574] : INFO : Epoch 1943 | loss: 0.0311185 | val_loss: 0.0311803 | Time: 1704.59 ms
[2021-12-15 17:36:39 main:574] : INFO : Epoch 1944 | loss: 0.0311234 | val_loss: 0.0311775 | Time: 1702.35 ms
[2021-12-15 17:36:41 main:574] : INFO : Epoch 1945 | loss: 0.0311213 | val_loss: 0.0311743 | Time: 1694.35 ms
[2021-12-15 17:36:42 main:574] : INFO : Epoch 1946 | loss: 0.0311217 | val_loss: 0.0311735 | Time: 1697.56 ms
[2021-12-15 17:36:44 main:574] : INFO : Epoch 1947 | loss: 0.0311226 | val_loss: 0.0311715 | Time: 1691.04 ms
[2021-12-15 17:36:46 main:574] : INFO : Epoch 1948 | loss: 0.0311188 | val_loss: 0.0311732 | Time: 1696.83 ms
[2021-12-15 17:36:47 main:574] : INFO : Epoch 1949 | loss: 0.0311176 | val_loss: 0.0311742 | Time: 1684.92 ms
[2021-12-15 17:36:49 main:574] : INFO : Epoch 1950 | loss: 0.0311168 | val_loss: 0.0311712 | Time: 1701.42 ms
[2021-12-15 17:36:51 main:574] : INFO : Epoch 1951 | loss: 0.0311177 | val_loss: 0.0311786 | Time: 1703.88 ms
[2021-12-15 17:36:52 main:574] : INFO : Epoch 1952 | loss: 0.0311182 | val_loss: 0.031173 | Time: 1680.95 ms
[2021-12-15 17:36:54 main:574] : INFO : Epoch 1953 | loss: 0.0311138 | val_loss: 0.0311773 | Time: 1676.56 ms
[2021-12-15 17:36:56 main:574] : INFO : Epoch 1954 | loss: 0.0311144 | val_loss: 0.0311741 | Time: 1688.98 ms
[2021-12-15 17:36:58 main:574] : INFO : Epoch 1955 | loss: 0.0311175 | val_loss: 0.0311794 | Time: 1689.24 ms
[2021-12-15 17:36:59 main:574] : INFO : Epoch 1956 | loss: 0.0311152 | val_loss: 0.031182 | Time: 1687.4 ms
[2021-12-15 17:37:01 main:574] : INFO : Epoch 1957 | loss: 0.0311147 | val_loss: 0.0311834 | Time: 1681.26 ms
[2021-12-15 17:37:03 main:574] : INFO : Epoch 1958 | loss: 0.0311159 | val_loss: 0.0311864 | Time: 1680.3 ms
[2021-12-15 17:37:04 main:574] : INFO : Epoch 1959 | loss: 0.0311202 | val_loss: 0.0311823 | Time: 1678.42 ms
[2021-12-15 17:37:06 main:574] : INFO : Epoch 1960 | loss: 0.0311156 | val_loss: 0.0311744 | Time: 1681.49 ms
[2021-12-15 17:37:08 main:574] : INFO : Epoch 1961 | loss: 0.0311133 | val_loss: 0.0311836 | Time: 1686.65 ms
[2021-12-15 17:37:09 main:574] : INFO : Epoch 1962 | loss: 0.0311168 | val_loss: 0.0311788 | Time: 1682.7 ms
[2021-12-15 17:37:11 main:574] : INFO : Epoch 1963 | loss: 0.0311152 | val_loss: 0.0311718 | Time: 1677.52 ms
[2021-12-15 17:37:13 main:574] : INFO : Epoch 1964 | loss: 0.0311149 | val_loss: 0.0311757 | Time: 1678.52 ms
[2021-12-15 17:37:14 main:574] : INFO : Epoch 1965 | loss: 0.0311216 | val_loss: 0.0311831 | Time: 1679.29 ms
[2021-12-15 17:37:16 main:574] : INFO : Epoch 1966 | loss: 0.0311207 | val_loss: 0.0311805 | Time: 1683.8 ms
[2021-12-15 17:37:18 main:574] : INFO : Epoch 1967 | loss: 0.0311164 | val_loss: 0.0311787 | Time: 1683.71 ms
[2021-12-15 17:37:20 main:574] : INFO : Epoch 1968 | loss: 0.0311151 | val_loss: 0.0311762 | Time: 1687.26 ms
[2021-12-15 17:37:21 main:574] : INFO : Epoch 1969 | loss: 0.0311148 | val_loss: 0.0311777 | Time: 1698.11 ms
[2021-12-15 17:37:23 main:574] : INFO : Epoch 1970 | loss: 0.0311175 | val_loss: 0.0311808 | Time: 1675.36 ms
[2021-12-15 17:37:25 main:574] : INFO : Epoch 1971 | loss: 0.0311148 | val_loss: 0.0311831 | Time: 1683.86 ms
[2021-12-15 17:37:26 main:574] : INFO : Epoch 1972 | loss: 0.0311138 | val_loss: 0.0311845 | Time: 1682.62 ms
[2021-12-15 17:37:28 main:574] : INFO : Epoch 1973 | loss: 0.0311136 | val_loss: 0.03118 | Time: 1688.46 ms
[2021-12-15 17:37:30 main:574] : INFO : Epoch 1974 | loss: 0.0311132 | val_loss: 0.031187 | Time: 1720.48 ms
[2021-12-15 17:37:31 main:574] : INFO : Epoch 1975 | loss: 0.031117 | val_loss: 0.0311781 | Time: 1692.98 ms
[2021-12-15 17:37:33 main:574] : INFO : Epoch 1976 | loss: 0.0311168 | val_loss: 0.0311781 | Time: 1712.02 ms
[2021-12-15 17:37:35 main:574] : INFO : Epoch 1977 | loss: 0.0311146 | val_loss: 0.0311862 | Time: 1711.68 ms
[2021-12-15 17:37:37 main:574] : INFO : Epoch 1978 | loss: 0.0311155 | val_loss: 0.0311769 | Time: 1808.23 ms
[2021-12-15 17:37:38 main:574] : INFO : Epoch 1979 | loss: 0.0311134 | val_loss: 0.0311758 | Time: 1714.03 ms
[2021-12-15 17:37:40 main:574] : INFO : Epoch 1980 | loss: 0.0311127 | val_loss: 0.0311879 | Time: 1715.68 ms
[2021-12-15 17:37:42 main:574] : INFO : Epoch 1981 | loss: 0.0311196 | val_loss: 0.0311783 | Time: 1717.37 ms
[2021-12-15 17:37:44 main:574] : INFO : Epoch 1982 | loss: 0.0311154 | val_loss: 0.0311815 | Time: 1754.61 ms
[2021-12-15 17:37:45 main:574] : INFO : Epoch 1983 | loss: 0.0311181 | val_loss: 0.0311783 | Time: 1781.24 ms
[2021-12-15 17:37:47 main:574] : INFO : Epoch 1984 | loss: 0.0311195 | val_loss: 0.0311793 | Time: 1711.86 ms
[2021-12-15 17:37:49 main:574] : INFO : Epoch 1985 | loss: 0.0311207 | val_loss: 0.0311786 | Time: 1714.07 ms
[2021-12-15 17:37:51 main:574] : INFO : Epoch 1986 | loss: 0.031117 | val_loss: 0.031177 | Time: 1962.46 ms
[2021-12-15 17:37:55 main:574] : INFO : Epoch 1987 | loss: 0.0311207 | val_loss: 0.0311775 | Time: 4207.68 ms
[2021-12-15 17:37:57 main:574] : INFO : Epoch 1988 | loss: 0.0311185 | val_loss: 0.0311728 | Time: 2168.74 ms
[2021-12-15 17:37:59 main:574] : INFO : Epoch 1989 | loss: 0.0311186 | val_loss: 0.03117 | Time: 1787.26 ms
[2021-12-15 17:38:01 main:574] : INFO : Epoch 1990 | loss: 0.0311185 | val_loss: 0.0311753 | Time: 1794.45 ms
[2021-12-15 17:38:03 main:574] : INFO : Epoch 1991 | loss: 0.031114 | val_loss: 0.031174 | Time: 1724.06 ms
[2021-12-15 17:38:04 main:574] : INFO : Epoch 1992 | loss: 0.031112 | val_loss: 0.0311749 | Time: 1737.98 ms
[2021-12-15 17:38:06 main:574] : INFO : Epoch 1993 | loss: 0.031116 | val_loss: 0.0311796 | Time: 1721.98 ms
[2021-12-15 17:38:08 main:574] : INFO : Epoch 1994 | loss: 0.0311192 | val_loss: 0.0311784 | Time: 1830.04 ms
[2021-12-15 17:38:10 main:574] : INFO : Epoch 1995 | loss: 0.0311232 | val_loss: 0.0311738 | Time: 1701.56 ms
[2021-12-15 17:38:11 main:574] : INFO : Epoch 1996 | loss: 0.0311199 | val_loss: 0.0311791 | Time: 1733.09 ms
[2021-12-15 17:38:13 main:574] : INFO : Epoch 1997 | loss: 0.0311193 | val_loss: 0.0311768 | Time: 1730.39 ms
[2021-12-15 17:38:15 main:574] : INFO : Epoch 1998 | loss: 0.0311154 | val_loss: 0.0311757 | Time: 1677.37 ms
[2021-12-15 17:38:17 main:574] : INFO : Epoch 1999 | loss: 0.0311143 | val_loss: 0.0311763 | Time: 1820.57 ms
[2021-12-15 17:38:18 main:574] : INFO : Epoch 2000 | loss: 0.0311172 | val_loss: 0.0311818 | Time: 1688.97 ms
[2021-12-15 17:38:20 main:574] : INFO : Epoch 2001 | loss: 0.0311177 | val_loss: 0.0311847 | Time: 1709.32 ms
[2021-12-15 17:38:22 main:574] : INFO : Epoch 2002 | loss: 0.0311214 | val_loss: 0.0311906 | Time: 1930.01 ms
[2021-12-15 17:38:24 main:574] : INFO : Epoch 2003 | loss: 0.0311218 | val_loss: 0.0311819 | Time: 1768.28 ms
[2021-12-15 17:38:26 main:574] : INFO : Epoch 2004 | loss: 0.0311182 | val_loss: 0.0311784 | Time: 1688.4 ms
[2021-12-15 17:38:27 main:574] : INFO : Epoch 2005 | loss: 0.0311158 | val_loss: 0.0311816 | Time: 1690.42 ms
[2021-12-15 17:38:39 main:574] : INFO : Epoch 2006 | loss: 0.0311172 | val_loss: 0.0311731 | Time: 11994.8 ms
[2021-12-15 17:38:41 main:574] : INFO : Epoch 2007 | loss: 0.0311185 | val_loss: 0.0311803 | Time: 1754.35 ms
[2021-12-15 17:38:43 main:574] : INFO : Epoch 2008 | loss: 0.0311176 | val_loss: 0.0311812 | Time: 1729.72 ms
[2021-12-15 17:38:45 main:574] : INFO : Epoch 2009 | loss: 0.0311154 | val_loss: 0.0311753 | Time: 1790.85 ms
[2021-12-15 17:38:46 main:574] : INFO : Epoch 2010 | loss: 0.0311187 | val_loss: 0.0311882 | Time: 1772.9 ms
[2021-12-15 17:38:48 main:574] : INFO : Epoch 2011 | loss: 0.0311232 | val_loss: 0.031178 | Time: 1689.36 ms
[2021-12-15 17:38:50 main:574] : INFO : Epoch 2012 | loss: 0.0311239 | val_loss: 0.0311768 | Time: 1680.62 ms
[2021-12-15 17:38:51 main:574] : INFO : Epoch 2013 | loss: 0.0311209 | val_loss: 0.0311863 | Time: 1746.12 ms
[2021-12-15 17:38:53 main:574] : INFO : Epoch 2014 | loss: 0.0311216 | val_loss: 0.0311772 | Time: 1717.94 ms
[2021-12-15 17:38:55 main:574] : INFO : Epoch 2015 | loss: 0.0311217 | val_loss: 0.031175 | Time: 1693.16 ms
[2021-12-15 17:38:57 main:574] : INFO : Epoch 2016 | loss: 0.0311201 | val_loss: 0.0311718 | Time: 1686.48 ms
[2021-12-15 17:38:58 main:574] : INFO : Epoch 2017 | loss: 0.0311179 | val_loss: 0.0311799 | Time: 1739.69 ms
[2021-12-15 17:39:00 main:574] : INFO : Epoch 2018 | loss: 0.0311172 | val_loss: 0.031176 | Time: 1691.58 ms
[2021-12-15 17:39:02 main:574] : INFO : Epoch 2019 | loss: 0.0311153 | val_loss: 0.0311791 | Time: 1808.49 ms
[2021-12-15 17:39:04 main:574] : INFO : Epoch 2020 | loss: 0.0311157 | val_loss: 0.0311759 | Time: 1706.78 ms
[2021-12-15 17:39:05 main:574] : INFO : Epoch 2021 | loss: 0.031115 | val_loss: 0.0311761 | Time: 1676.63 ms
[2021-12-15 17:39:07 main:574] : INFO : Epoch 2022 | loss: 0.0311164 | val_loss: 0.0311716 | Time: 1773.1 ms
[2021-12-15 17:39:09 main:574] : INFO : Epoch 2023 | loss: 0.0311177 | val_loss: 0.0311839 | Time: 1828.01 ms
[2021-12-15 17:39:11 main:574] : INFO : Epoch 2024 | loss: 0.0311163 | val_loss: 0.0311754 | Time: 1731.22 ms
[2021-12-15 17:39:12 main:574] : INFO : Epoch 2025 | loss: 0.0311265 | val_loss: 0.0311782 | Time: 1813.43 ms
[2021-12-15 17:39:14 main:574] : INFO : Epoch 2026 | loss: 0.0311228 | val_loss: 0.0311766 | Time: 1773.64 ms
[2021-12-15 17:39:16 main:574] : INFO : Epoch 2027 | loss: 0.0311272 | val_loss: 0.0311666 | Time: 1727.98 ms
[2021-12-15 17:39:18 main:574] : INFO : Epoch 2028 | loss: 0.0311381 | val_loss: 0.0311721 | Time: 1683.47 ms
[2021-12-15 17:39:19 main:574] : INFO : Epoch 2029 | loss: 0.0311394 | val_loss: 0.03117 | Time: 1683.98 ms
[2021-12-15 17:39:21 main:574] : INFO : Epoch 2030 | loss: 0.0311382 | val_loss: 0.0311682 | Time: 1736.67 ms
[2021-12-15 17:39:23 main:574] : INFO : Epoch 2031 | loss: 0.0311325 | val_loss: 0.0311791 | Time: 1797.9 ms
[2021-12-15 17:39:25 main:574] : INFO : Epoch 2032 | loss: 0.0311311 | val_loss: 0.0311735 | Time: 1797.56 ms
[2021-12-15 17:39:27 main:574] : INFO : Epoch 2033 | loss: 0.0311265 | val_loss: 0.0311708 | Time: 1748.98 ms
[2021-12-15 17:39:28 main:574] : INFO : Epoch 2034 | loss: 0.0311264 | val_loss: 0.0311677 | Time: 1700.58 ms
[2021-12-15 17:39:30 main:574] : INFO : Epoch 2035 | loss: 0.0311251 | val_loss: 0.0311759 | Time: 1696.23 ms
[2021-12-15 17:39:32 main:574] : INFO : Epoch 2036 | loss: 0.0311284 | val_loss: 0.0311764 | Time: 1805.3 ms
[2021-12-15 17:39:33 main:574] : INFO : Epoch 2037 | loss: 0.0311328 | val_loss: 0.031181 | Time: 1687.48 ms
[2021-12-15 17:39:35 main:574] : INFO : Epoch 2038 | loss: 0.0311302 | val_loss: 0.0311747 | Time: 1705.03 ms
[2021-12-15 17:39:37 main:574] : INFO : Epoch 2039 | loss: 0.0311277 | val_loss: 0.0311694 | Time: 1709.8 ms
[2021-12-15 17:39:39 main:574] : INFO : Epoch 2040 | loss: 0.0311224 | val_loss: 0.0311727 | Time: 1721.2 ms
[2021-12-15 17:39:40 main:574] : INFO : Epoch 2041 | loss: 0.0311196 | val_loss: 0.0311698 | Time: 1765.68 ms
[2021-12-15 17:39:42 main:574] : INFO : Epoch 2042 | loss: 0.0311213 | val_loss: 0.0311707 | Time: 1682.37 ms
[2021-12-15 17:39:44 main:574] : INFO : Epoch 2043 | loss: 0.031122 | val_loss: 0.0311679 | Time: 1715.58 ms
[2021-12-15 17:39:46 main:574] : INFO : Epoch 2044 | loss: 0.0311184 | val_loss: 0.0311682 | Time: 1689.18 ms
[2021-12-15 17:39:47 main:574] : INFO : Epoch 2045 | loss: 0.031118 | val_loss: 0.0311635 | Time: 1773.3 ms
[2021-12-15 17:39:49 main:574] : INFO : Epoch 2046 | loss: 0.0311186 | val_loss: 0.031174 | Time: 1803.48 ms
[2021-12-15 17:39:51 main:574] : INFO : Epoch 2047 | loss: 0.0311196 | val_loss: 0.031172 | Time: 1717.99 ms
[2021-12-15 17:39:53 main:574] : INFO : Epoch 2048 | loss: 0.0311187 | val_loss: 0.0311742 | Time: 1709.96 ms
[2021-12-15 17:39:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742
[2021-12-15 17:39:53 main:603] : INFO : Saving end state to config to file
[2021-12-15 17:39:53 main:608] : INFO : Success, exiting..
17:39:53 (8340): 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)