Task 5250187
| Name | ParityMachine-1619238466-5557-3_1 |
| Workunit | 3143261 |
| Created | 29 May 2021, 7:43:43 UTC |
| Sent | 29 May 2021, 8:26:09 UTC |
| Report deadline | 5 Jun 2021, 8:26:09 UTC |
| Received | 29 May 2021, 23:20:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 40 sec |
| CPU time | 55 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1538 | loss: 0.0311511 | val_loss: 0.0311662 | Time: 1630.34 ms [2021-05-29 19:06:17 main:581] : INFO : Epoch 1539 | loss: 0.03115 | val_loss: 0.0311664 | Time: 1622.69 ms [2021-05-29 19:06:19 main:581] : INFO : Epoch 1540 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1622.38 ms [2021-05-29 19:06:20 main:581] : INFO : Epoch 1541 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1639.84 ms [2021-05-29 19:06:22 main:581] : INFO : Epoch 1542 | loss: 0.0311573 | val_loss: 0.031167 | Time: 1616.72 ms [2021-05-29 19:06:24 main:581] : INFO : Epoch 1543 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 1604.56 ms [2021-05-29 19:06:25 main:581] : INFO : Epoch 1544 | loss: 0.0311539 | val_loss: 0.0311703 | Time: 1625.22 ms [2021-05-29 19:06:27 main:581] : INFO : Epoch 1545 | loss: 0.0311548 | val_loss: 0.0311709 | Time: 1628.55 ms [2021-05-29 19:06:29 main:581] : INFO : Epoch 1546 | loss: 0.0311569 | val_loss: 0.031169 | Time: 1627.29 ms [2021-05-29 19:06:30 main:581] : INFO : Epoch 1547 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 1627.99 ms [2021-05-29 19:06:32 main:581] : INFO : Epoch 1548 | loss: 0.0311539 | val_loss: 0.0311683 | Time: 1623.75 ms [2021-05-29 19:06:33 main:581] : INFO : Epoch 1549 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1623.95 ms [2021-05-29 19:06:35 main:581] : INFO : Epoch 1550 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 1623.62 ms [2021-05-29 19:06:37 main:581] : INFO : Epoch 1551 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1623.73 ms [2021-05-29 19:06:38 main:581] : INFO : Epoch 1552 | loss: 0.031153 | val_loss: 0.031167 | Time: 1612.16 ms [2021-05-29 19:06:40 main:581] : INFO : Epoch 1553 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1619.28 ms [2021-05-29 19:06:42 main:581] : INFO : Epoch 1554 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1620.44 ms [2021-05-29 19:06:43 main:581] : INFO : Epoch 1555 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 1626.56 ms [2021-05-29 19:06:45 main:581] : INFO : Epoch 1556 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 1623.88 ms [2021-05-29 19:06:46 main:581] : INFO : Epoch 1557 | loss: 0.0311522 | val_loss: 0.0311648 | Time: 1628.6 ms [2021-05-29 19:06:48 main:581] : INFO : Epoch 1558 | loss: 0.0311526 | val_loss: 0.031166 | Time: 1617.17 ms [2021-05-29 19:06:50 main:581] : INFO : Epoch 1559 | loss: 0.0311535 | val_loss: 0.0311684 | Time: 1612.5 ms [2021-05-29 19:06:51 main:581] : INFO : Epoch 1560 | loss: 0.0311535 | val_loss: 0.031169 | Time: 1617.01 ms [2021-05-29 19:06:53 main:581] : INFO : Epoch 1561 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1630.52 ms [2021-05-29 19:06:55 main:581] : INFO : Epoch 1562 | loss: 0.0311659 | val_loss: 0.0312015 | Time: 1638.28 ms [2021-05-29 19:06:56 main:581] : INFO : Epoch 1563 | loss: 0.0321941 | val_loss: 0.0314067 | Time: 1644.47 ms [2021-05-29 19:06:58 main:581] : INFO : Epoch 1564 | loss: 0.0734169 | val_loss: 0.046443 | Time: 1650.54 ms [2021-05-29 19:06:59 main:581] : INFO : Epoch 1565 | loss: 0.0411459 | val_loss: 0.033811 | Time: 1647.54 ms [2021-05-29 19:07:01 main:581] : INFO : Epoch 1566 | loss: 0.0324686 | val_loss: 0.0315007 | Time: 1661.46 ms [2021-05-29 19:07:03 main:581] : INFO : Epoch 1567 | loss: 0.0314337 | val_loss: 0.0313103 | Time: 1645.99 ms [2021-05-29 19:07:04 main:581] : INFO : Epoch 1568 | loss: 0.0312823 | val_loss: 0.0312616 | Time: 1644.9 ms [2021-05-29 19:07:06 main:581] : INFO : Epoch 1569 | loss: 0.0312471 | val_loss: 0.0312401 | Time: 1645.34 ms [2021-05-29 19:07:08 main:581] : INFO : Epoch 1570 | loss: 0.0312368 | val_loss: 0.0312334 | Time: 1645.39 ms [2021-05-29 19:07:09 main:581] : INFO : Epoch 1571 | loss: 0.0312327 | val_loss: 0.0312298 | Time: 1645.81 ms [2021-05-29 19:07:11 main:581] : INFO : Epoch 1572 | loss: 0.0312294 | val_loss: 0.0312269 | Time: 1641.12 ms [2021-05-29 19:07:13 main:581] : INFO : Epoch 1573 | loss: 0.0312267 | val_loss: 0.0312242 | Time: 1645.63 ms [2021-05-29 19:07:14 main:581] : INFO : Epoch 1574 | loss: 0.0312242 | val_loss: 0.031222 | Time: 1644.12 ms [2021-05-29 19:07:16 main:581] : INFO : Epoch 1575 | loss: 0.0312221 | val_loss: 0.03122 | Time: 1628.09 ms [2021-05-29 19:07:18 main:581] : INFO : Epoch 1576 | loss: 0.0312203 | val_loss: 0.0312184 | Time: 1630.61 ms [2021-05-29 19:07:19 main:581] : INFO : Epoch 1577 | loss: 0.0312186 | val_loss: 0.0312166 | Time: 1630.55 ms [2021-05-29 19:07:21 main:581] : INFO : Epoch 1578 | loss: 0.031217 | val_loss: 0.0312153 | Time: 1625.72 ms [2021-05-29 19:07:22 main:581] : INFO : Epoch 1579 | loss: 0.0312157 | val_loss: 0.031214 | Time: 1624.33 ms [2021-05-29 19:07:24 main:581] : INFO : Epoch 1580 | loss: 0.0312145 | val_loss: 0.0312131 | Time: 1611.47 ms [2021-05-29 19:07:26 main:581] : INFO : Epoch 1581 | loss: 0.0312132 | val_loss: 0.0312117 | Time: 1610.72 ms [2021-05-29 19:07:27 main:581] : INFO : Epoch 1582 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 1612.73 ms [2021-05-29 19:07:29 main:581] : INFO : Epoch 1583 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 1605.83 ms [2021-05-29 19:07:30 main:581] : INFO : Epoch 1584 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 1610.17 ms [2021-05-29 19:07:32 main:581] : INFO : Epoch 1585 | loss: 0.0312084 | val_loss: 0.0312078 | Time: 1606.15 ms [2021-05-29 19:07:34 main:581] : INFO : Epoch 1586 | loss: 0.0312072 | val_loss: 0.0312069 | Time: 1613.03 ms [2021-05-29 19:07:35 main:581] : INFO : Epoch 1587 | loss: 0.0312062 | val_loss: 0.0312062 | Time: 1613.3 ms [2021-05-29 19:07:37 main:581] : INFO : Epoch 1588 | loss: 0.0312054 | val_loss: 0.0312055 | Time: 1620.91 ms [2021-05-29 19:07:39 main:581] : INFO : Epoch 1589 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1627.21 ms [2021-05-29 19:07:40 main:581] : INFO : Epoch 1590 | loss: 0.0312038 | val_loss: 0.031204 | Time: 1600.32 ms [2021-05-29 19:07:42 main:581] : INFO : Epoch 1591 | loss: 0.0312031 | val_loss: 0.0312034 | Time: 1608.65 ms [2021-05-29 19:07:43 main:581] : INFO : Epoch 1592 | loss: 0.0312025 | val_loss: 0.0312028 | Time: 1603.02 ms [2021-05-29 19:07:45 main:581] : INFO : Epoch 1593 | loss: 0.0312019 | val_loss: 0.0312024 | Time: 1610.5 ms [2021-05-29 19:07:47 main:581] : INFO : Epoch 1594 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1620.87 ms [2021-05-29 19:07:48 main:581] : INFO : Epoch 1595 | loss: 0.0312005 | val_loss: 0.0312008 | Time: 1633.37 ms [2021-05-29 19:07:50 main:581] : INFO : Epoch 1596 | loss: 0.0312001 | val_loss: 0.0312003 | Time: 1638.12 ms [2021-05-29 19:07:52 main:581] : INFO : Epoch 1597 | loss: 0.0311992 | val_loss: 0.0311991 | Time: 1641.04 ms [2021-05-29 19:07:53 main:581] : INFO : Epoch 1598 | loss: 0.0311983 | val_loss: 0.0311999 | Time: 1642.38 ms [2021-05-29 19:07:55 main:581] : INFO : Epoch 1599 | loss: 0.0311984 | val_loss: 0.0311981 | Time: 1638.81 ms [2021-05-29 19:07:56 main:581] : INFO : Epoch 1600 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 1639.17 ms [2021-05-29 19:07:58 main:581] : INFO : Epoch 1601 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 1628.96 ms [2021-05-29 19:08:00 main:581] : INFO : Epoch 1602 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 1590.77 ms [2021-05-29 19:08:01 main:581] : INFO : Epoch 1603 | loss: 0.0311951 | val_loss: 0.0311954 | Time: 1607.12 ms [2021-05-29 19:08:03 main:581] : INFO : Epoch 1604 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1618.24 ms [2021-05-29 19:08:04 main:581] : INFO : Epoch 1605 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 1614.09 ms [2021-05-29 19:08:06 main:581] : INFO : Epoch 1606 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 1620.32 ms [2021-05-29 19:08:08 main:581] : INFO : Epoch 1607 | loss: 0.0311933 | val_loss: 0.0311943 | Time: 1614.26 ms [2021-05-29 19:08:09 main:581] : INFO : Epoch 1608 | loss: 0.0311926 | val_loss: 0.031194 | Time: 1611.29 ms [2021-05-29 19:08:11 main:581] : INFO : Epoch 1609 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 1622.63 ms [2021-05-29 19:08:13 main:581] : INFO : Epoch 1610 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 1620.87 ms [2021-05-29 19:08:14 main:581] : INFO : Epoch 1611 | loss: 0.0311911 | val_loss: 0.0311923 | Time: 1618.21 ms [2021-05-29 19:08:16 main:581] : INFO : Epoch 1612 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 1621.46 ms [2021-05-29 19:08:17 main:581] : INFO : Epoch 1613 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 1633.89 ms [2021-05-29 19:08:19 main:581] : INFO : Epoch 1614 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 1617.69 ms [2021-05-29 19:08:21 main:581] : INFO : Epoch 1615 | loss: 0.0311876 | val_loss: 0.031189 | Time: 1628.04 ms [2021-05-29 19:08:22 main:581] : INFO : Epoch 1616 | loss: 0.0311868 | val_loss: 0.0311887 | Time: 1622.74 ms [2021-05-29 19:08:24 main:581] : INFO : Epoch 1617 | loss: 0.0311871 | val_loss: 0.031189 | Time: 1615.4 ms [2021-05-29 19:08:26 main:581] : INFO : Epoch 1618 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1618.15 ms [2021-05-29 19:08:27 main:581] : INFO : Epoch 1619 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 1620.92 ms [2021-05-29 19:08:29 main:581] : INFO : Epoch 1620 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 1617.71 ms [2021-05-29 19:08:30 main:581] : INFO : Epoch 1621 | loss: 0.031185 | val_loss: 0.031187 | Time: 1616.85 ms [2021-05-29 19:08:32 main:581] : INFO : Epoch 1622 | loss: 0.0311851 | val_loss: 0.031187 | Time: 1609.29 ms [2021-05-29 19:08:34 main:581] : INFO : Epoch 1623 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1610.22 ms [2021-05-29 19:08:35 main:581] : INFO : Epoch 1624 | loss: 0.0311839 | val_loss: 0.0311863 | Time: 1612.98 ms [2021-05-29 19:08:37 main:581] : INFO : Epoch 1625 | loss: 0.0311836 | val_loss: 0.0311856 | Time: 1617.77 ms [2021-05-29 19:08:38 main:581] : INFO : Epoch 1626 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 1622.13 ms [2021-05-29 19:08:40 main:581] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.031185 | Time: 1610.41 ms [2021-05-29 19:08:42 main:581] : INFO : Epoch 1628 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 1610.49 ms [2021-05-29 19:08:43 main:581] : INFO : Epoch 1629 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 1609.67 ms [2021-05-29 19:08:45 main:581] : INFO : Epoch 1630 | loss: 0.0311815 | val_loss: 0.031184 | Time: 1615.4 ms [2021-05-29 19:08:47 main:581] : INFO : Epoch 1631 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 1628.95 ms [2021-05-29 19:08:48 main:581] : INFO : Epoch 1632 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1636.15 ms [2021-05-29 19:08:50 main:581] : INFO : Epoch 1633 | loss: 0.03118 | val_loss: 0.0311825 | Time: 1640.35 ms [2021-05-29 19:08:51 main:581] : INFO : Epoch 1634 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 1633.03 ms [2021-05-29 19:08:53 main:581] : INFO : Epoch 1635 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 1633.64 ms [2021-05-29 19:08:55 main:581] : INFO : Epoch 1636 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1631.2 ms [2021-05-29 19:08:56 main:581] : INFO : Epoch 1637 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 1633.95 ms [2021-05-29 19:08:58 main:581] : INFO : Epoch 1638 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 1633.21 ms [2021-05-29 19:09:00 main:581] : INFO : Epoch 1639 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1629.93 ms [2021-05-29 19:09:01 main:581] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1633.56 ms [2021-05-29 19:09:03 main:581] : INFO : Epoch 1641 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1636.31 ms [2021-05-29 19:09:05 main:581] : INFO : Epoch 1642 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 1628.36 ms [2021-05-29 19:09:06 main:581] : INFO : Epoch 1643 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 1636.37 ms [2021-05-29 19:09:08 main:581] : INFO : Epoch 1644 | loss: 0.031178 | val_loss: 0.031182 | Time: 1621.6 ms [2021-05-29 19:09:09 main:581] : INFO : Epoch 1645 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 1617.34 ms [2021-05-29 19:09:11 main:581] : INFO : Epoch 1646 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1634.51 ms [2021-05-29 19:09:13 main:581] : INFO : Epoch 1647 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1625.75 ms [2021-05-29 19:09:14 main:581] : INFO : Epoch 1648 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 1631.28 ms [2021-05-29 19:09:16 main:581] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 1633.74 ms [2021-05-29 19:09:18 main:581] : INFO : Epoch 1650 | loss: 0.0311771 | val_loss: 0.031181 | Time: 1629.14 ms [2021-05-29 19:09:19 main:581] : INFO : Epoch 1651 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 1632.14 ms [2021-05-29 19:09:21 main:581] : INFO : Epoch 1652 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 1625.3 ms [2021-05-29 19:09:22 main:581] : INFO : Epoch 1653 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1638.6 ms [2021-05-29 19:09:24 main:581] : INFO : Epoch 1654 | loss: 0.031178 | val_loss: 0.0311801 | Time: 1633.54 ms [2021-05-29 19:09:26 main:581] : INFO : Epoch 1655 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1638.55 ms [2021-05-29 19:09:27 main:581] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 1619.86 ms [2021-05-29 19:09:29 main:581] : INFO : Epoch 1657 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 1633.33 ms [2021-05-29 19:09:31 main:581] : INFO : Epoch 1658 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 1618.85 ms [2021-05-29 19:09:32 main:581] : INFO : Epoch 1659 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 1617.84 ms [2021-05-29 19:09:34 main:581] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 1620.23 ms [2021-05-29 19:09:35 main:581] : INFO : Epoch 1661 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1623.35 ms [2021-05-29 19:09:37 main:581] : INFO : Epoch 1662 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1620.61 ms [2021-05-29 19:09:39 main:581] : INFO : Epoch 1663 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 1622.38 ms [2021-05-29 19:09:40 main:581] : INFO : Epoch 1664 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1619.6 ms [2021-05-29 19:09:42 main:581] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1627.45 ms [2021-05-29 19:09:44 main:581] : INFO : Epoch 1666 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 1628.01 ms [2021-05-29 19:09:45 main:581] : INFO : Epoch 1667 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 1630.61 ms [2021-05-29 19:09:47 main:581] : INFO : Epoch 1668 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 1626.87 ms [2021-05-29 19:09:48 main:581] : INFO : Epoch 1669 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1631.37 ms [2021-05-29 19:09:50 main:581] : INFO : Epoch 1670 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 1632.15 ms [2021-05-29 19:09:52 main:581] : INFO : Epoch 1671 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 1639.82 ms [2021-05-29 19:09:53 main:581] : INFO : Epoch 1672 | loss: 0.031176 | val_loss: 0.0311861 | Time: 1647.08 ms [2021-05-29 19:09:55 main:581] : INFO : Epoch 1673 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 1639.18 ms [2021-05-29 19:09:57 main:581] : INFO : Epoch 1674 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 1637.92 ms [2021-05-29 19:09:58 main:581] : INFO : Epoch 1675 | loss: 0.0311737 | val_loss: 0.031177 | Time: 1622.31 ms [2021-05-29 19:10:00 main:581] : INFO : Epoch 1676 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1644.36 ms [2021-05-29 19:10:02 main:581] : INFO : Epoch 1677 | loss: 0.031173 | val_loss: 0.031178 | Time: 1626.68 ms [2021-05-29 19:10:03 main:581] : INFO : Epoch 1678 | loss: 0.031173 | val_loss: 0.031177 | Time: 1622.15 ms [2021-05-29 19:10:05 main:581] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 1626.08 ms [2021-05-29 19:10:06 main:581] : INFO : Epoch 1680 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 1634.7 ms [2021-05-29 19:10:08 main:581] : INFO : Epoch 1681 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 1634.37 ms [2021-05-29 19:10:10 main:581] : INFO : Epoch 1682 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 1635.86 ms [2021-05-29 19:10:11 main:581] : INFO : Epoch 1683 | loss: 0.031172 | val_loss: 0.031177 | Time: 1643.71 ms [2021-05-29 19:10:13 main:581] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 1640.52 ms [2021-05-29 19:10:15 main:581] : INFO : Epoch 1685 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1634.41 ms [2021-05-29 19:10:16 main:581] : INFO : Epoch 1686 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 1628.5 ms [2021-05-29 19:10:18 main:581] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1626.41 ms [2021-05-29 19:10:20 main:581] : INFO : Epoch 1688 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1630.14 ms [2021-05-29 19:10:21 main:581] : INFO : Epoch 1689 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 1632.77 ms [2021-05-29 19:10:23 main:581] : INFO : Epoch 1690 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1630.43 ms [2021-05-29 19:10:24 main:581] : INFO : Epoch 1691 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 1634.74 ms [2021-05-29 19:10:26 main:581] : INFO : Epoch 1692 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1633.44 ms [2021-05-29 19:10:28 main:581] : INFO : Epoch 1693 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1629.21 ms [2021-05-29 19:10:29 main:581] : INFO : Epoch 1694 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 1635.76 ms [2021-05-29 19:10:31 main:581] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0311815 | Time: 1632.33 ms [2021-05-29 19:10:33 main:581] : INFO : Epoch 1696 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 1635.81 ms [2021-05-29 19:10:34 main:581] : INFO : Epoch 1697 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 1628.33 ms [2021-05-29 19:10:36 main:581] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 1625.58 ms [2021-05-29 19:10:37 main:581] : INFO : Epoch 1699 | loss: 0.0311716 | val_loss: 0.031175 | Time: 1626.85 ms [2021-05-29 19:10:39 main:581] : INFO : Epoch 1700 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 1628.8 ms [2021-05-29 19:10:41 main:581] : INFO : Epoch 1701 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 1635.48 ms [2021-05-29 19:10:42 main:581] : INFO : Epoch 1702 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1631.51 ms [2021-05-29 19:10:44 main:581] : INFO : Epoch 1703 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 1626.95 ms [2021-05-29 19:10:46 main:581] : INFO : Epoch 1704 | loss: 0.0311737 | val_loss: 0.031177 | Time: 1627.74 ms [2021-05-29 19:10:47 main:581] : INFO : Epoch 1705 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 1628.69 ms [2021-05-29 19:10:49 main:581] : INFO : Epoch 1706 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 1620.18 ms [2021-05-29 19:10:50 main:581] : INFO : Epoch 1707 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1620.62 ms [2021-05-29 19:10:52 main:581] : INFO : Epoch 1708 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 1621.77 ms [2021-05-29 19:10:54 main:581] : INFO : Epoch 1709 | loss: 0.0311701 | val_loss: 0.0311763 | Time: 1620.27 ms [2021-05-29 19:10:55 main:581] : INFO : Epoch 1710 | loss: 0.03117 | val_loss: 0.031174 | Time: 1619.08 ms [2021-05-29 19:10:57 main:581] : INFO : Epoch 1711 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 1625.85 ms [2021-05-29 19:10:59 main:581] : INFO : Epoch 1712 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1621.82 ms [2021-05-29 19:11:00 main:581] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1650.77 ms [2021-05-29 19:11:02 main:581] : INFO : Epoch 1714 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 1631.02 ms [2021-05-29 19:11:04 main:581] : INFO : Epoch 1715 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 1625.08 ms [2021-05-29 19:11:05 main:581] : INFO : Epoch 1716 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 1613.52 ms [2021-05-29 19:11:07 main:581] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 1623.64 ms [2021-05-29 19:11:08 main:581] : INFO : Epoch 1718 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1641.24 ms [2021-05-29 19:11:10 main:581] : INFO : Epoch 1719 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 1637.47 ms [2021-05-29 19:11:12 main:581] : INFO : Epoch 1720 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 1642.31 ms [2021-05-29 19:11:13 main:581] : INFO : Epoch 1721 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 1641.48 ms [2021-05-29 19:11:15 main:581] : INFO : Epoch 1722 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1641.92 ms [2021-05-29 19:11:17 main:581] : INFO : Epoch 1723 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1637.02 ms [2021-05-29 19:11:18 main:581] : INFO : Epoch 1724 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1638.09 ms [2021-05-29 19:11:20 main:581] : INFO : Epoch 1725 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1634.04 ms [2021-05-29 19:11:22 main:581] : INFO : Epoch 1726 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 1634.32 ms [2021-05-29 19:11:23 main:581] : INFO : Epoch 1727 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 1637.37 ms [2021-05-29 19:11:25 main:581] : INFO : Epoch 1728 | loss: 0.0311676 | val_loss: 0.031172 | Time: 1637.71 ms [2021-05-29 19:11:26 main:581] : INFO : Epoch 1729 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 1636.72 ms [2021-05-29 19:11:28 main:581] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 1636.68 ms [2021-05-29 19:11:30 main:581] : INFO : Epoch 1731 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 1639.85 ms [2021-05-29 19:11:31 main:581] : INFO : Epoch 1732 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1618.55 ms [2021-05-29 19:11:33 main:581] : INFO : Epoch 1733 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1620.58 ms [2021-05-29 19:11:35 main:581] : INFO : Epoch 1734 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1623.03 ms [2021-05-29 19:11:36 main:581] : INFO : Epoch 1735 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1622.51 ms [2021-05-29 19:11:38 main:581] : INFO : Epoch 1736 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 1625.51 ms [2021-05-29 19:11:39 main:581] : INFO : Epoch 1737 | loss: 0.0311676 | val_loss: 0.0311732 | Time: 1625.29 ms [2021-05-29 19:11:41 main:581] : INFO : Epoch 1738 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1626.02 ms [2021-05-29 19:11:43 main:581] : INFO : Epoch 1739 | loss: 0.0311668 | val_loss: 0.031173 | Time: 1616.46 ms [2021-05-29 19:11:44 main:581] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1622.11 ms [2021-05-29 19:11:46 main:581] : INFO : Epoch 1741 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1619.89 ms [2021-05-29 19:11:48 main:581] : INFO : Epoch 1742 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 1623.65 ms [2021-05-29 19:11:49 main:581] : INFO : Epoch 1743 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 1624.71 ms [2021-05-29 19:11:51 main:581] : INFO : Epoch 1744 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1621.26 ms [2021-05-29 19:11:52 main:581] : INFO : Epoch 1745 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 1624.67 ms [2021-05-29 19:11:54 main:581] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1615.84 ms [2021-05-29 19:11:56 main:581] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311711 | Time: 1627.6 ms [2021-05-29 19:11:57 main:581] : INFO : Epoch 1748 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 1631.18 ms [2021-05-29 19:11:59 main:581] : INFO : Epoch 1749 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 1633.02 ms [2021-05-29 19:12:01 main:581] : INFO : Epoch 1750 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1647.15 ms [2021-05-29 19:12:02 main:581] : INFO : Epoch 1751 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 1635.22 ms [2021-05-29 19:12:04 main:581] : INFO : Epoch 1752 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1642.58 ms [2021-05-29 19:12:05 main:581] : INFO : Epoch 1753 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1644.58 ms [2021-05-29 19:12:07 main:581] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311705 | Time: 1624.53 ms [2021-05-29 19:12:09 main:581] : INFO : Epoch 1755 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 1641.68 ms [2021-05-29 19:12:10 main:581] : INFO : Epoch 1756 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 1627.32 ms [2021-05-29 19:12:12 main:581] : INFO : Epoch 1757 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 1621.79 ms [2021-05-29 19:12:14 main:581] : INFO : Epoch 1758 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 1626.58 ms [2021-05-29 19:12:15 main:581] : INFO : Epoch 1759 | loss: 0.031169 | val_loss: 0.0311706 | Time: 1627.19 ms [2021-05-29 19:12:17 main:581] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 1623.61 ms [2021-05-29 19:12:18 main:581] : INFO : Epoch 1761 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 1621.46 ms [2021-05-29 19:12:20 main:581] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.0311691 | Time: 1619.12 ms [2021-05-29 19:12:22 main:581] : INFO : Epoch 1763 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 1616.56 ms [2021-05-29 19:12:23 main:581] : INFO : Epoch 1764 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 1616.63 ms [2021-05-29 19:12:25 main:581] : INFO : Epoch 1765 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 1621.82 ms [2021-05-29 19:12:27 main:581] : INFO : Epoch 1766 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 1621.96 ms [2021-05-29 19:12:28 main:581] : INFO : Epoch 1767 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 1620.65 ms [2021-05-29 19:12:30 main:581] : INFO : Epoch 1768 | loss: 0.0311635 | val_loss: 0.0311676 | Time: 1621.65 ms [2021-05-29 19:12:31 main:581] : INFO : Epoch 1769 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 1619.24 ms [2021-05-29 19:12:33 main:581] : INFO : Epoch 1770 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 1631.27 ms [2021-05-29 19:12:35 main:581] : INFO : Epoch 1771 | loss: 0.031164 | val_loss: 0.0311683 | Time: 1619.21 ms [2021-05-29 19:12:36 main:581] : INFO : Epoch 1772 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 1630.71 ms [2021-05-29 19:12:38 main:581] : INFO : Epoch 1773 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1627.19 ms [2021-05-29 19:12:40 main:581] : INFO : Epoch 1774 | loss: 0.031165 | val_loss: 0.0311678 | Time: 1626.18 ms [2021-05-29 19:12:41 main:581] : INFO : Epoch 1775 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 1623.77 ms [2021-05-29 19:12:43 main:581] : INFO : Epoch 1776 | loss: 0.031162 | val_loss: 0.0311695 | Time: 1633.97 ms [2021-05-29 19:12:44 main:581] : INFO : Epoch 1777 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 1626.1 ms [2021-05-29 19:12:46 main:581] : INFO : Epoch 1778 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 1624.69 ms [2021-05-29 19:12:48 main:581] : INFO : Epoch 1779 | loss: 0.0311635 | val_loss: 0.0311673 | Time: 1627.03 ms [2021-05-29 19:12:49 main:581] : INFO : Epoch 1780 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 1627.4 ms [2021-05-29 19:12:51 main:581] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1629.63 ms [2021-05-29 19:12:53 main:581] : INFO : Epoch 1782 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 1613.64 ms [2021-05-29 19:12:54 main:581] : INFO : Epoch 1783 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 1617.62 ms [2021-05-29 19:12:56 main:581] : INFO : Epoch 1784 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 1617.17 ms [2021-05-29 19:12:57 main:581] : INFO : Epoch 1785 | loss: 0.0311606 | val_loss: 0.031167 | Time: 1615.82 ms [2021-05-29 19:12:59 main:581] : INFO : Epoch 1786 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 1628.57 ms [2021-05-29 19:13:01 main:581] : INFO : Epoch 1787 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 1639.4 ms [2021-05-29 19:13:02 main:581] : INFO : Epoch 1788 | loss: 0.0311607 | val_loss: 0.031167 | Time: 1630.64 ms [2021-05-29 19:13:04 main:581] : INFO : Epoch 1789 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 1627.03 ms [2021-05-29 19:13:06 main:581] : INFO : Epoch 1790 | loss: 0.0311604 | val_loss: 0.0311666 | Time: 1626.71 ms [2021-05-29 19:13:07 main:581] : INFO : Epoch 1791 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 1623.17 ms [2021-05-29 19:13:09 main:581] : INFO : Epoch 1792 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1627.01 ms [2021-05-29 19:13:10 main:581] : INFO : Epoch 1793 | loss: 0.031162 | val_loss: 0.031169 | Time: 1631.53 ms [2021-05-29 19:13:12 main:581] : INFO : Epoch 1794 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1624.98 ms [2021-05-29 19:13:14 main:581] : INFO : Epoch 1795 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 1627.36 ms [2021-05-29 19:13:15 main:581] : INFO : Epoch 1796 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 1607.66 ms [2021-05-29 19:13:17 main:581] : INFO : Epoch 1797 | loss: 0.031161 | val_loss: 0.0311704 | Time: 1622.15 ms [2021-05-29 19:13:19 main:581] : INFO : Epoch 1798 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 1620.84 ms [2021-05-29 19:13:20 main:581] : INFO : Epoch 1799 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 1645.08 ms [2021-05-29 19:13:22 main:581] : INFO : Epoch 1800 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1635.73 ms [2021-05-29 19:13:23 main:581] : INFO : Epoch 1801 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 1627.77 ms [2021-05-29 19:13:25 main:581] : INFO : Epoch 1802 | loss: 0.0311612 | val_loss: 0.0311697 | Time: 1626.28 ms [2021-05-29 19:13:27 main:581] : INFO : Epoch 1803 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 1625.34 ms [2021-05-29 19:13:28 main:581] : INFO : Epoch 1804 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1617.29 ms [2021-05-29 19:13:30 main:581] : INFO : Epoch 1805 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 1625.52 ms [2021-05-29 19:13:32 main:581] : INFO : Epoch 1806 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 1632.95 ms [2021-05-29 19:13:33 main:581] : INFO : Epoch 1807 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1623.33 ms [2021-05-29 19:13:35 main:581] : INFO : Epoch 1808 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 1626.11 ms [2021-05-29 19:13:36 main:581] : INFO : Epoch 1809 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 1616.88 ms [2021-05-29 19:13:38 main:581] : INFO : Epoch 1810 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1612.18 ms [2021-05-29 19:13:40 main:581] : INFO : Epoch 1811 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1650.92 ms [2021-05-29 19:13:41 main:581] : INFO : Epoch 1812 | loss: 0.0311579 | val_loss: 0.031167 | Time: 1650.01 ms [2021-05-29 19:13:43 main:581] : INFO : Epoch 1813 | loss: 0.0311578 | val_loss: 0.0311695 | Time: 1640.96 ms [2021-05-29 19:13:45 main:581] : INFO : Epoch 1814 | loss: 0.031158 | val_loss: 0.0311662 | Time: 1623.95 ms [2021-05-29 19:13:46 main:581] : INFO : Epoch 1815 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 1622.44 ms [2021-05-29 19:13:48 main:581] : INFO : Epoch 1816 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 1642.3 ms [2021-05-29 19:13:50 main:581] : INFO : Epoch 1817 | loss: 0.031159 | val_loss: 0.0311665 | Time: 1648.47 ms [2021-05-29 19:13:51 main:581] : INFO : Epoch 1818 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 1645.98 ms [2021-05-29 19:13:53 main:581] : INFO : Epoch 1819 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 1648.15 ms [2021-05-29 19:13:55 main:581] : INFO : Epoch 1820 | loss: 0.0311577 | val_loss: 0.0311652 | Time: 1644.75 ms [2021-05-29 19:13:56 main:581] : INFO : Epoch 1821 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 1650.67 ms [2021-05-29 19:13:58 main:581] : INFO : Epoch 1822 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1648.69 ms [2021-05-29 19:13:59 main:581] : INFO : Epoch 1823 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 1642.07 ms [2021-05-29 19:14:01 main:581] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1649.43 ms [2021-05-29 19:14:03 main:581] : INFO : Epoch 1825 | loss: 0.0311555 | val_loss: 0.0311644 | Time: 1627.31 ms [2021-05-29 19:14:04 main:581] : INFO : Epoch 1826 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 1622.84 ms [2021-05-29 19:14:06 main:581] : INFO : Epoch 1827 | loss: 0.0311563 | val_loss: 0.0311641 | Time: 1629.28 ms [2021-05-29 19:14:08 main:581] : INFO : Epoch 1828 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 1612.88 ms [2021-05-29 19:14:09 main:581] : INFO : Epoch 1829 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 1631.69 ms [2021-05-29 19:14:11 main:581] : INFO : Epoch 1830 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1634.05 ms [2021-05-29 19:14:13 main:581] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1629.15 ms [2021-05-29 19:14:14 main:581] : INFO : Epoch 1832 | loss: 0.0311572 | val_loss: 0.0311651 | Time: 1630.46 ms [2021-05-29 19:14:16 main:581] : INFO : Epoch 1833 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 1630.24 ms [2021-05-29 19:14:17 main:581] : INFO : Epoch 1834 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 1632.06 ms [2021-05-29 19:14:19 main:581] : INFO : Epoch 1835 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 1627.38 ms [2021-05-29 19:14:21 main:581] : INFO : Epoch 1836 | loss: 0.0311563 | val_loss: 0.0311622 | Time: 1627.92 ms [2021-05-29 19:14:22 main:581] : INFO : Epoch 1837 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 1628.47 ms [2021-05-29 19:14:24 main:581] : INFO : Epoch 1838 | loss: 0.0311624 | val_loss: 0.0311623 | Time: 1629.56 ms [2021-05-29 19:14:26 main:581] : INFO : Epoch 1839 | loss: 0.0311574 | val_loss: 0.0311617 | Time: 1629.13 ms [2021-05-29 19:14:27 main:581] : INFO : Epoch 1840 | loss: 0.0311563 | val_loss: 0.0311632 | Time: 1630.97 ms [2021-05-29 19:14:29 main:581] : INFO : Epoch 1841 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 1631.96 ms [2021-05-29 19:14:30 main:581] : INFO : Epoch 1842 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 1631.92 ms [2021-05-29 19:14:32 main:581] : INFO : Epoch 1843 | loss: 0.0311598 | val_loss: 0.0311637 | Time: 1633.66 ms [2021-05-29 19:14:34 main:581] : INFO : Epoch 1844 | loss: 0.0311605 | val_loss: 0.0311644 | Time: 1630.29 ms [2021-05-29 19:14:35 main:581] : INFO : Epoch 1845 | loss: 0.0311597 | val_loss: 0.031163 | Time: 1629.85 ms [2021-05-29 19:14:37 main:581] : INFO : Epoch 1846 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 1631.21 ms [2021-05-29 19:14:39 main:581] : INFO : Epoch 1847 | loss: 0.0311588 | val_loss: 0.0311618 | Time: 1628.89 ms [2021-05-29 19:14:40 main:581] : INFO : Epoch 1848 | loss: 0.0311578 | val_loss: 0.0311623 | Time: 1630.47 ms [2021-05-29 19:14:42 main:581] : INFO : Epoch 1849 | loss: 0.0311563 | val_loss: 0.031164 | Time: 1628.11 ms [2021-05-29 19:14:43 main:581] : INFO : Epoch 1850 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 1630.67 ms [2021-05-29 19:14:45 main:581] : INFO : Epoch 1851 | loss: 0.031156 | val_loss: 0.0311674 | Time: 1637.57 ms [2021-05-29 19:14:47 main:581] : INFO : Epoch 1852 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 1633.21 ms [2021-05-29 19:14:48 main:581] : INFO : Epoch 1853 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1631.61 ms [2021-05-29 19:14:50 main:581] : INFO : Epoch 1854 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 1631.1 ms [2021-05-29 19:14:52 main:581] : INFO : Epoch 1855 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 1631.51 ms [2021-05-29 19:14:53 main:581] : INFO : Epoch 1856 | loss: 0.0311546 | val_loss: 0.0311625 | Time: 1632.29 ms [2021-05-29 19:14:55 main:581] : INFO : Epoch 1857 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 1628.35 ms [2021-05-29 19:14:57 main:581] : INFO : Epoch 1858 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 1632.39 ms [2021-05-29 19:14:58 main:581] : INFO : Epoch 1859 | loss: 0.0311553 | val_loss: 0.0311622 | Time: 1622.62 ms [2021-05-29 19:15:00 main:581] : INFO : Epoch 1860 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 1628.19 ms [2021-05-29 19:15:01 main:581] : INFO : Epoch 1861 | loss: 0.0311553 | val_loss: 0.0311668 | Time: 1604.85 ms [2021-05-29 19:15:03 main:581] : INFO : Epoch 1862 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1626.58 ms [2021-05-29 19:15:05 main:581] : INFO : Epoch 1863 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 1609.67 ms [2021-05-29 19:15:06 main:581] : INFO : Epoch 1864 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 1590.94 ms [2021-05-29 19:15:08 main:581] : INFO : Epoch 1865 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 1601.19 ms [2021-05-29 19:15:09 main:581] : INFO : Epoch 1866 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 1611.78 ms [2021-05-29 19:15:11 main:581] : INFO : Epoch 1867 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 1613.51 ms [2021-05-29 19:15:13 main:581] : INFO : Epoch 1868 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 1636.9 ms [2021-05-29 19:15:14 main:581] : INFO : Epoch 1869 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 1638.97 ms [2021-05-29 19:15:16 main:581] : INFO : Epoch 1870 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 1638.86 ms [2021-05-29 19:15:18 main:581] : INFO : Epoch 1871 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 1637.47 ms [2021-05-29 19:15:19 main:581] : INFO : Epoch 1872 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 1634.53 ms [2021-05-29 19:15:21 main:581] : INFO : Epoch 1873 | loss: 0.0311571 | val_loss: 0.0311627 | Time: 1640.32 ms [2021-05-29 19:15:23 main:581] : INFO : Epoch 1874 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1642.94 ms [2021-05-29 19:15:24 main:581] : INFO : Epoch 1875 | loss: 0.0311567 | val_loss: 0.0311619 | Time: 1621.31 ms [2021-05-29 19:15:26 main:581] : INFO : Epoch 1876 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 1604.54 ms [2021-05-29 19:15:27 main:581] : INFO : Epoch 1877 | loss: 0.0311531 | val_loss: 0.0311629 | Time: 1605.67 ms [2021-05-29 19:15:29 main:581] : INFO : Epoch 1878 | loss: 0.0311537 | val_loss: 0.0311648 | Time: 1623.31 ms [2021-05-29 19:15:31 main:581] : INFO : Epoch 1879 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 1623.9 ms [2021-05-29 19:15:32 main:581] : INFO : Epoch 1880 | loss: 0.0311526 | val_loss: 0.0311686 | Time: 1644.42 ms [2021-05-29 19:15:34 main:581] : INFO : Epoch 1881 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 1636.78 ms [2021-05-29 19:15:36 main:581] : INFO : Epoch 1882 | loss: 0.0311537 | val_loss: 0.0311627 | Time: 1627.98 ms [2021-05-29 19:15:37 main:581] : INFO : Epoch 1883 | loss: 0.0311538 | val_loss: 0.0311637 | Time: 1643.1 ms [2021-05-29 19:15:39 main:581] : INFO : Epoch 1884 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 1635.85 ms [2021-05-29 19:15:40 main:581] : INFO : Epoch 1885 | loss: 0.0311542 | val_loss: 0.0311623 | Time: 1619.77 ms [2021-05-29 19:15:42 main:581] : INFO : Epoch 1886 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 1632.58 ms [2021-05-29 19:15:44 main:581] : INFO : Epoch 1887 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1648.25 ms [2021-05-29 19:15:45 main:581] : INFO : Epoch 1888 | loss: 0.0311531 | val_loss: 0.0311637 | Time: 1642.56 ms [2021-05-29 19:15:47 main:581] : INFO : Epoch 1889 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 1633.01 ms [2021-05-29 19:15:49 main:581] : INFO : Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 1637.56 ms [2021-05-29 19:15:50 main:581] : INFO : Epoch 1891 | loss: 0.0311567 | val_loss: 0.0311628 | Time: 1634.24 ms [2021-05-29 19:15:52 main:581] : INFO : Epoch 1892 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 1636.04 ms [2021-05-29 19:15:54 main:581] : INFO : Epoch 1893 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1634.61 ms [2021-05-29 19:15:55 main:581] : INFO : Epoch 1894 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 1637.56 ms [2021-05-29 19:15:57 main:581] : INFO : Epoch 1895 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 1637.97 ms [2021-05-29 19:15:58 main:581] : INFO : Epoch 1896 | loss: 0.031154 | val_loss: 0.0311669 | Time: 1638.32 ms [2021-05-29 19:16:00 main:581] : INFO : Epoch 1897 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1651.22 ms [2021-05-29 19:16:02 main:581] : INFO : Epoch 1898 | loss: 0.0311559 | val_loss: 0.0311638 | Time: 1635.42 ms [2021-05-29 19:16:03 main:581] : INFO : Epoch 1899 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 1638.74 ms [2021-05-29 19:16:05 main:581] : INFO : Epoch 1900 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 1634.95 ms [2021-05-29 19:16:07 main:581] : INFO : Epoch 1901 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 1640.11 ms [2021-05-29 19:16:08 main:581] : INFO : Epoch 1902 | loss: 0.0311533 | val_loss: 0.031165 | Time: 1635.31 ms [2021-05-29 19:16:10 main:581] : INFO : Epoch 1903 | loss: 0.031156 | val_loss: 0.0311634 | Time: 1636.7 ms [2021-05-29 19:16:12 main:581] : INFO : Epoch 1904 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 1641.27 ms [2021-05-29 19:16:13 main:581] : INFO : Epoch 1905 | loss: 0.0311534 | val_loss: 0.0311634 | Time: 1643.77 ms [2021-05-29 19:16:15 main:581] : INFO : Epoch 1906 | loss: 0.0311541 | val_loss: 0.0311615 | Time: 1651.79 ms [2021-05-29 19:16:16 main:581] : INFO : Epoch 1907 | loss: 0.0311521 | val_loss: 0.031163 | Time: 1653.52 ms [2021-05-29 19:16:18 main:581] : INFO : Epoch 1908 | loss: 0.031152 | val_loss: 0.0311638 | Time: 1629.97 ms [2021-05-29 19:16:20 main:581] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.0311738 | Time: 1602.21 ms [2021-05-29 19:16:21 main:581] : INFO : Epoch 1910 | loss: 0.031154 | val_loss: 0.031164 | Time: 1627.87 ms [2021-05-29 19:16:23 main:581] : INFO : Epoch 1911 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1617.69 ms [2021-05-29 19:16:25 main:581] : INFO : Epoch 1912 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 1606.8 ms [2021-05-29 19:16:26 main:581] : INFO : Epoch 1913 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 1609.56 ms [2021-05-29 19:16:28 main:581] : INFO : Epoch 1914 | loss: 0.0311524 | val_loss: 0.031167 | Time: 1602.76 ms [2021-05-29 19:16:29 main:581] : INFO : Epoch 1915 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 1603.66 ms [2021-05-29 19:16:31 main:581] : INFO : Epoch 1916 | loss: 0.0311542 | val_loss: 0.031163 | Time: 1606.17 ms [2021-05-29 19:16:33 main:581] : INFO : Epoch 1917 | loss: 0.0311529 | val_loss: 0.031165 | Time: 1612.13 ms [2021-05-29 19:16:34 main:581] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 1609.71 ms [2021-05-29 19:16:36 main:581] : INFO : Epoch 1919 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 1632.86 ms [2021-05-29 19:16:37 main:581] : INFO : Epoch 1920 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 1632.21 ms [2021-05-29 19:16:39 main:581] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 1632.75 ms [2021-05-29 19:16:41 main:581] : INFO : Epoch 1922 | loss: 0.031153 | val_loss: 0.0311632 | Time: 1629.74 ms [2021-05-29 19:16:42 main:581] : INFO : Epoch 1923 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 1631.19 ms [2021-05-29 19:16:44 main:581] : INFO : Epoch 1924 | loss: 0.031154 | val_loss: 0.0311714 | Time: 1633.01 ms [2021-05-29 19:16:46 main:581] : INFO : Epoch 1925 | loss: 0.0311531 | val_loss: 0.031165 | Time: 1632.81 ms [2021-05-29 19:16:47 main:581] : INFO : Epoch 1926 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 1628.09 ms [2021-05-29 19:16:49 main:581] : INFO : Epoch 1927 | loss: 0.0311519 | val_loss: 0.0311628 | Time: 1643.44 ms [2021-05-29 19:16:51 main:581] : INFO : Epoch 1928 | loss: 0.0311518 | val_loss: 0.0311652 | Time: 1633.04 ms [2021-05-29 19:16:52 main:581] : INFO : Epoch 1929 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 1635.21 ms [2021-05-29 19:16:54 main:581] : INFO : Epoch 1930 | loss: 0.0311525 | val_loss: 0.0311656 | Time: 1630.52 ms [2021-05-29 19:16:55 main:581] : INFO : Epoch 1931 | loss: 0.0311514 | val_loss: 0.031163 | Time: 1631.95 ms [2021-05-29 19:16:57 main:581] : INFO : Epoch 1932 | loss: 0.0311501 | val_loss: 0.0311634 | Time: 1632.27 ms [2021-05-29 19:16:59 main:581] : INFO : Epoch 1933 | loss: 0.0311512 | val_loss: 0.0311728 | Time: 1632.41 ms [2021-05-29 19:17:00 main:581] : INFO : Epoch 1934 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 1639.72 ms [2021-05-29 19:17:02 main:581] : INFO : Epoch 1935 | loss: 0.0311514 | val_loss: 0.0311636 | Time: 1629.46 ms [2021-05-29 19:17:04 main:581] : INFO : Epoch 1936 | loss: 0.0311506 | val_loss: 0.031163 | Time: 1628.33 ms [2021-05-29 19:17:05 main:581] : INFO : Epoch 1937 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 1631.57 ms [2021-05-29 19:17:07 main:581] : INFO : Epoch 1938 | loss: 0.0311542 | val_loss: 0.0311626 | Time: 1632.23 ms [2021-05-29 19:17:09 main:581] : INFO : Epoch 1939 | loss: 0.031158 | val_loss: 0.031165 | Time: 1633.21 ms [2021-05-29 19:17:10 main:581] : INFO : Epoch 1940 | loss: 0.0311563 | val_loss: 0.0311608 | Time: 1635.41 ms [2021-05-29 19:17:12 main:581] : INFO : Epoch 1941 | loss: 0.031153 | val_loss: 0.0311608 | Time: 1634.57 ms [2021-05-29 19:17:13 main:581] : INFO : Epoch 1942 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 1633.87 ms [2021-05-29 19:17:15 main:581] : INFO : Epoch 1943 | loss: 0.031154 | val_loss: 0.0311654 | Time: 1636.3 ms [2021-05-29 19:17:17 main:581] : INFO : Epoch 1944 | loss: 0.0311533 | val_loss: 0.0311612 | Time: 1634.78 ms [2021-05-29 19:17:18 main:581] : INFO : Epoch 1945 | loss: 0.0311522 | val_loss: 0.0311604 | Time: 1638.6 ms [2021-05-29 19:17:20 main:581] : INFO : Epoch 1946 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 1636.95 ms [2021-05-29 19:17:22 main:581] : INFO : Epoch 1947 | loss: 0.0311525 | val_loss: 0.0311622 | Time: 1636.6 ms [2021-05-29 19:17:23 main:581] : INFO : Epoch 1948 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 1633.88 ms [2021-05-29 19:17:25 main:581] : INFO : Epoch 1949 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 1629.83 ms [2021-05-29 19:17:26 main:581] : INFO : Epoch 1950 | loss: 0.0311552 | val_loss: 0.03116 | Time: 1631.38 ms [2021-05-29 19:17:28 main:581] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 1629.36 ms [2021-05-29 19:17:30 main:581] : INFO : Epoch 1952 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 1628.02 ms [2021-05-29 19:17:31 main:581] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.031165 | Time: 1633.41 ms [2021-05-29 19:17:33 main:581] : INFO : Epoch 1954 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 1636.09 ms [2021-05-29 19:17:35 main:581] : INFO : Epoch 1955 | loss: 0.031159 | val_loss: 0.0311625 | Time: 1627.2 ms [2021-05-29 19:17:36 main:581] : INFO : Epoch 1956 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1625.42 ms [2021-05-29 19:17:38 main:581] : INFO : Epoch 1957 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 1632.61 ms [2021-05-29 19:17:40 main:581] : INFO : Epoch 1958 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 1633.35 ms [2021-05-29 19:17:41 main:581] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.031162 | Time: 1624.79 ms [2021-05-29 19:17:43 main:581] : INFO : Epoch 1960 | loss: 0.0311611 | val_loss: 0.0311638 | Time: 1619.38 ms [2021-05-29 19:17:44 main:581] : INFO : Epoch 1961 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 1631.86 ms [2021-05-29 19:17:46 main:581] : INFO : Epoch 1962 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 1625.49 ms [2021-05-29 19:17:48 main:581] : INFO : Epoch 1963 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 1616.91 ms [2021-05-29 19:17:49 main:581] : INFO : Epoch 1964 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 1619.25 ms [2021-05-29 19:17:51 main:581] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311641 | Time: 1614.78 ms [2021-05-29 19:17:53 main:581] : INFO : Epoch 1966 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1613.45 ms [2021-05-29 19:17:54 main:581] : INFO : Epoch 1967 | loss: 0.0311565 | val_loss: 0.0311638 | Time: 1616.92 ms [2021-05-29 19:17:56 main:581] : INFO : Epoch 1968 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 1611.18 ms [2021-05-29 19:17:57 main:581] : INFO : Epoch 1969 | loss: 0.0311602 | val_loss: 0.0311656 | Time: 1615.08 ms [2021-05-29 19:17:59 main:581] : INFO : Epoch 1970 | loss: 0.0311612 | val_loss: 0.0311634 | Time: 1618.13 ms [2021-05-29 19:18:01 main:581] : INFO : Epoch 1971 | loss: 0.031159 | val_loss: 0.0311651 | Time: 1634.74 ms [2021-05-29 19:18:02 main:581] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1604.38 ms [2021-05-29 19:18:04 main:581] : INFO : Epoch 1973 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1627.48 ms [2021-05-29 19:18:05 main:581] : INFO : Epoch 1974 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 1624.47 ms [2021-05-29 19:18:07 main:581] : INFO : Epoch 1975 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 1613.98 ms [2021-05-29 19:18:09 main:581] : INFO : Epoch 1976 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 1607.85 ms [2021-05-29 19:18:10 main:581] : INFO : Epoch 1977 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1634.06 ms [2021-05-29 19:18:12 main:581] : INFO : Epoch 1978 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 1633.24 ms [2021-05-29 19:18:14 main:581] : INFO : Epoch 1979 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1642.42 ms [2021-05-29 19:18:15 main:581] : INFO : Epoch 1980 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1628.07 ms [2021-05-29 19:18:17 main:581] : INFO : Epoch 1981 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1616.9 ms [2021-05-29 19:18:18 main:581] : INFO : Epoch 1982 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1632.47 ms [2021-05-29 19:18:20 main:581] : INFO : Epoch 1983 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1627.32 ms [2021-05-29 19:18:22 main:581] : INFO : Epoch 1984 | loss: 0.0311715 | val_loss: 0.0311819 | Time: 1618.71 ms [2021-05-29 19:18:23 main:581] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1629.39 ms [2021-05-29 19:18:25 main:581] : INFO : Epoch 1986 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 1626.36 ms [2021-05-29 19:18:27 main:581] : INFO : Epoch 1987 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 1621.51 ms [2021-05-29 19:18:28 main:581] : INFO : Epoch 1988 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1627.86 ms [2021-05-29 19:18:30 main:581] : INFO : Epoch 1989 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1630.35 ms [2021-05-29 19:18:31 main:581] : INFO : Epoch 1990 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 1622.49 ms [2021-05-29 19:18:33 main:581] : INFO : Epoch 1991 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1617.84 ms [2021-05-29 19:18:35 main:581] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311811 | Time: 1610.8 ms [2021-05-29 19:18:36 main:581] : INFO : Epoch 1993 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1606.69 ms [2021-05-29 19:18:38 main:581] : INFO : Epoch 1994 | loss: 0.0311657 | val_loss: 0.031171 | Time: 1611.95 ms [2021-05-29 19:18:40 main:581] : INFO : Epoch 1995 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 1615.33 ms [2021-05-29 19:18:41 main:581] : INFO : Epoch 1996 | loss: 0.0311641 | val_loss: 0.0311715 | Time: 1616.76 ms [2021-05-29 19:18:43 main:581] : INFO : Epoch 1997 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 1621.89 ms [2021-05-29 19:18:44 main:581] : INFO : Epoch 1998 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 1630.67 ms [2021-05-29 19:18:46 main:581] : INFO : Epoch 1999 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 1632.01 ms [2021-05-29 19:18:48 main:581] : INFO : Epoch 2000 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 1633.48 ms [2021-05-29 19:18:49 main:581] : INFO : Epoch 2001 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 1636 ms [2021-05-29 19:18:51 main:581] : INFO : Epoch 2002 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1633.92 ms [2021-05-29 19:18:53 main:581] : INFO : Epoch 2003 | loss: 0.0311611 | val_loss: 0.0311723 | Time: 1635.56 ms [2021-05-29 19:18:54 main:581] : INFO : Epoch 2004 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1630.5 ms [2021-05-29 19:18:56 main:581] : INFO : Epoch 2005 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1627.3 ms [2021-05-29 19:18:57 main:581] : INFO : Epoch 2006 | loss: 0.0311644 | val_loss: 0.0311761 | Time: 1630 ms [2021-05-29 19:18:59 main:581] : INFO : Epoch 2007 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 1629.66 ms [2021-05-29 19:19:01 main:581] : INFO : Epoch 2008 | loss: 0.0311611 | val_loss: 0.0311732 | Time: 1648.68 ms [2021-05-29 19:19:02 main:581] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 1634.5 ms [2021-05-29 19:19:04 main:581] : INFO : Epoch 2010 | loss: 0.0311617 | val_loss: 0.0311762 | Time: 1631.95 ms [2021-05-29 19:19:06 main:581] : INFO : Epoch 2011 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 1633.83 ms [2021-05-29 19:19:07 main:581] : INFO : Epoch 2012 | loss: 0.031162 | val_loss: 0.0311716 | Time: 1632.97 ms [2021-05-29 19:19:09 main:581] : INFO : Epoch 2013 | loss: 0.0311621 | val_loss: 0.031173 | Time: 1625.64 ms [2021-05-29 19:19:11 main:581] : INFO : Epoch 2014 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 1631.93 ms [2021-05-29 19:19:12 main:581] : INFO : Epoch 2015 | loss: 0.0311614 | val_loss: 0.031172 | Time: 1629.31 ms [2021-05-29 19:19:14 main:581] : INFO : Epoch 2016 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1630.8 ms [2021-05-29 19:19:15 main:581] : INFO : Epoch 2017 | loss: 0.0311647 | val_loss: 0.0311768 | Time: 1629.69 ms [2021-05-29 19:19:17 main:581] : INFO : Epoch 2018 | loss: 0.0311689 | val_loss: 0.0311817 | Time: 1634.25 ms [2021-05-29 19:19:19 main:581] : INFO : Epoch 2019 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1632.61 ms [2021-05-29 19:19:20 main:581] : INFO : Epoch 2020 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1631.34 ms [2021-05-29 19:19:22 main:581] : INFO : Epoch 2021 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 1630.03 ms [2021-05-29 19:19:24 main:581] : INFO : Epoch 2022 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 1630.25 ms [2021-05-29 19:19:25 main:581] : INFO : Epoch 2023 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 1631.9 ms [2021-05-29 19:19:27 main:581] : INFO : Epoch 2024 | loss: 0.03116 | val_loss: 0.0311769 | Time: 1629.99 ms [2021-05-29 19:19:28 main:581] : INFO : Epoch 2025 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1631.45 ms [2021-05-29 19:19:30 main:581] : INFO : Epoch 2026 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 1631.18 ms [2021-05-29 19:19:32 main:581] : INFO : Epoch 2027 | loss: 0.0311636 | val_loss: 0.031173 | Time: 1631.23 ms [2021-05-29 19:19:33 main:581] : INFO : Epoch 2028 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 1622.28 ms [2021-05-29 19:19:35 main:581] : INFO : Epoch 2029 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 1637.92 ms [2021-05-29 19:19:37 main:581] : INFO : Epoch 2030 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 1616.82 ms [2021-05-29 19:19:38 main:581] : INFO : Epoch 2031 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 1641.44 ms [2021-05-29 19:19:40 main:581] : INFO : Epoch 2032 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 1632.19 ms [2021-05-29 19:19:42 main:581] : INFO : Epoch 2033 | loss: 0.0311573 | val_loss: 0.0311703 | Time: 1630.79 ms [2021-05-29 19:19:43 main:581] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 1630.81 ms [2021-05-29 19:19:45 main:581] : INFO : Epoch 2035 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1622.88 ms [2021-05-29 19:19:46 main:581] : INFO : Epoch 2036 | loss: 0.0311623 | val_loss: 0.0311741 | Time: 1626.88 ms [2021-05-29 19:19:48 main:581] : INFO : Epoch 2037 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 1627.7 ms [2021-05-29 19:19:50 main:581] : INFO : Epoch 2038 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1648.28 ms [2021-05-29 19:19:51 main:581] : INFO : Epoch 2039 | loss: 0.0311566 | val_loss: 0.0311715 | Time: 1623.29 ms [2021-05-29 19:19:53 main:581] : INFO : Epoch 2040 | loss: 0.0311586 | val_loss: 0.0311758 | Time: 1628.09 ms [2021-05-29 19:19:55 main:581] : INFO : Epoch 2041 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 1606.53 ms [2021-05-29 19:19:56 main:581] : INFO : Epoch 2042 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 1617.52 ms [2021-05-29 19:19:58 main:581] : INFO : Epoch 2043 | loss: 0.031158 | val_loss: 0.0311724 | Time: 1619.97 ms [2021-05-29 19:19:59 main:581] : INFO : Epoch 2044 | loss: 0.0311561 | val_loss: 0.0311721 | Time: 1635.85 ms [2021-05-29 19:20:01 main:581] : INFO : Epoch 2045 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 1650.91 ms [2021-05-29 19:20:03 main:581] : INFO : Epoch 2046 | loss: 0.0311621 | val_loss: 0.0311796 | Time: 1632.71 ms [2021-05-29 19:20:04 main:581] : INFO : Epoch 2047 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 1635.23 ms [2021-05-29 19:20:06 main:581] : INFO : Epoch 2048 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 1634.76 ms [2021-05-29 19:20:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311713 [2021-05-29 19:20:06 main:610] : INFO : Saving end state to config to file [2021-05-29 19:20:06 main:615] : INFO : Success, exiting.. 19:20:06 (4109131): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)