Task 5307801
| Name | ParityMachine-1622596989-2402-3_0 |
| Workunit | 3194429 |
| Created | 7 Jun 2021, 3:53:30 UTC |
| Sent | 13 Jun 2021, 17:51:19 UTC |
| Report deadline | 20 Jun 2021, 17:51:19 UTC |
| Received | 13 Jun 2021, 19:47:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 43 sec |
| CPU time | 55 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311835 | val_loss: 0.0311947 | Time: 1622.88 ms
[2021-06-13 14:33:26 main:581] : INFO : Epoch 1539 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 1618.24 ms
[2021-06-13 14:33:28 main:581] : INFO : Epoch 1540 | loss: 0.0311779 | val_loss: 0.0311869 | Time: 1623.97 ms
[2021-06-13 14:33:30 main:581] : INFO : Epoch 1541 | loss: 0.0311809 | val_loss: 0.031185 | Time: 1620.26 ms
[2021-06-13 14:33:31 main:581] : INFO : Epoch 1542 | loss: 0.0311862 | val_loss: 0.031192 | Time: 1625.26 ms
[2021-06-13 14:33:33 main:581] : INFO : Epoch 1543 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 1621.48 ms
[2021-06-13 14:33:35 main:581] : INFO : Epoch 1544 | loss: 0.031182 | val_loss: 0.0311862 | Time: 1621.62 ms
[2021-06-13 14:33:36 main:581] : INFO : Epoch 1545 | loss: 0.0311803 | val_loss: 0.031185 | Time: 1620.38 ms
[2021-06-13 14:33:38 main:581] : INFO : Epoch 1546 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 1616.92 ms
[2021-06-13 14:33:39 main:581] : INFO : Epoch 1547 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 1622.76 ms
[2021-06-13 14:33:41 main:581] : INFO : Epoch 1548 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 1617.23 ms
[2021-06-13 14:33:43 main:581] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.031186 | Time: 1623.01 ms
[2021-06-13 14:33:44 main:581] : INFO : Epoch 1550 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 1614.07 ms
[2021-06-13 14:33:46 main:581] : INFO : Epoch 1551 | loss: 0.0311781 | val_loss: 0.031185 | Time: 1627.82 ms
[2021-06-13 14:33:48 main:581] : INFO : Epoch 1552 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 1625.27 ms
[2021-06-13 14:33:49 main:581] : INFO : Epoch 1553 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1606.43 ms
[2021-06-13 14:33:51 main:581] : INFO : Epoch 1554 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 1626.3 ms
[2021-06-13 14:33:52 main:581] : INFO : Epoch 1555 | loss: 0.0311769 | val_loss: 0.031185 | Time: 1631.64 ms
[2021-06-13 14:33:54 main:581] : INFO : Epoch 1556 | loss: 0.0311769 | val_loss: 0.0311871 | Time: 1632.12 ms
[2021-06-13 14:33:56 main:581] : INFO : Epoch 1557 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 1635.89 ms
[2021-06-13 14:33:57 main:581] : INFO : Epoch 1558 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1627.84 ms
[2021-06-13 14:33:59 main:581] : INFO : Epoch 1559 | loss: 0.0311799 | val_loss: 0.0311949 | Time: 1628.04 ms
[2021-06-13 14:34:01 main:581] : INFO : Epoch 1560 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 1626.88 ms
[2021-06-13 14:34:02 main:581] : INFO : Epoch 1561 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 1611.68 ms
[2021-06-13 14:34:04 main:581] : INFO : Epoch 1562 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 1626.03 ms
[2021-06-13 14:34:05 main:581] : INFO : Epoch 1563 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 1627.07 ms
[2021-06-13 14:34:07 main:581] : INFO : Epoch 1564 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 1624.09 ms
[2021-06-13 14:34:09 main:581] : INFO : Epoch 1565 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 1622.47 ms
[2021-06-13 14:34:10 main:581] : INFO : Epoch 1566 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 1638.57 ms
[2021-06-13 14:34:12 main:581] : INFO : Epoch 1567 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1636.12 ms
[2021-06-13 14:34:14 main:581] : INFO : Epoch 1568 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 1628.34 ms
[2021-06-13 14:34:15 main:581] : INFO : Epoch 1569 | loss: 0.0311722 | val_loss: 0.031182 | Time: 1631.63 ms
[2021-06-13 14:34:17 main:581] : INFO : Epoch 1570 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1636.71 ms
[2021-06-13 14:34:18 main:581] : INFO : Epoch 1571 | loss: 0.0311709 | val_loss: 0.031179 | Time: 1633.78 ms
[2021-06-13 14:34:20 main:581] : INFO : Epoch 1572 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1633.66 ms
[2021-06-13 14:34:22 main:581] : INFO : Epoch 1573 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 1632.05 ms
[2021-06-13 14:34:23 main:581] : INFO : Epoch 1574 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 1636.68 ms
[2021-06-13 14:34:25 main:581] : INFO : Epoch 1575 | loss: 0.0311708 | val_loss: 0.031181 | Time: 1635.09 ms
[2021-06-13 14:34:27 main:581] : INFO : Epoch 1576 | loss: 0.0311728 | val_loss: 0.0311873 | Time: 1633.08 ms
[2021-06-13 14:34:28 main:581] : INFO : Epoch 1577 | loss: 0.0311781 | val_loss: 0.0311888 | Time: 1635.46 ms
[2021-06-13 14:34:30 main:581] : INFO : Epoch 1578 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1636.55 ms
[2021-06-13 14:34:32 main:581] : INFO : Epoch 1579 | loss: 0.0311695 | val_loss: 0.0311818 | Time: 1633 ms
[2021-06-13 14:34:33 main:581] : INFO : Epoch 1580 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1634.88 ms
[2021-06-13 14:34:35 main:581] : INFO : Epoch 1581 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 1635.92 ms
[2021-06-13 14:34:36 main:581] : INFO : Epoch 1582 | loss: 0.031171 | val_loss: 0.0311806 | Time: 1632.14 ms
[2021-06-13 14:34:38 main:581] : INFO : Epoch 1583 | loss: 0.031174 | val_loss: 0.0311856 | Time: 1625.19 ms
[2021-06-13 14:34:40 main:581] : INFO : Epoch 1584 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1628.83 ms
[2021-06-13 14:34:41 main:581] : INFO : Epoch 1585 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 1622.16 ms
[2021-06-13 14:34:43 main:581] : INFO : Epoch 1586 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 1624.51 ms
[2021-06-13 14:34:45 main:581] : INFO : Epoch 1587 | loss: 0.031171 | val_loss: 0.0311769 | Time: 1622.42 ms
[2021-06-13 14:34:46 main:581] : INFO : Epoch 1588 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1616.54 ms
[2021-06-13 14:34:48 main:581] : INFO : Epoch 1589 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1615.15 ms
[2021-06-13 14:34:49 main:581] : INFO : Epoch 1590 | loss: 0.0311709 | val_loss: 0.0311793 | Time: 1618.87 ms
[2021-06-13 14:34:51 main:581] : INFO : Epoch 1591 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1616.97 ms
[2021-06-13 14:34:53 main:581] : INFO : Epoch 1592 | loss: 0.03117 | val_loss: 0.0311829 | Time: 1613.24 ms
[2021-06-13 14:34:54 main:581] : INFO : Epoch 1593 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 1630.62 ms
[2021-06-13 14:34:56 main:581] : INFO : Epoch 1594 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 1630.4 ms
[2021-06-13 14:34:58 main:581] : INFO : Epoch 1595 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 1630.33 ms
[2021-06-13 14:34:59 main:581] : INFO : Epoch 1596 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 1639.81 ms
[2021-06-13 14:35:01 main:581] : INFO : Epoch 1597 | loss: 0.031171 | val_loss: 0.0311768 | Time: 1646.2 ms
[2021-06-13 14:35:02 main:581] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 1635.55 ms
[2021-06-13 14:35:04 main:581] : INFO : Epoch 1599 | loss: 0.031168 | val_loss: 0.0311769 | Time: 1637.54 ms
[2021-06-13 14:35:06 main:581] : INFO : Epoch 1600 | loss: 0.0311701 | val_loss: 0.03118 | Time: 1639.36 ms
[2021-06-13 14:35:07 main:581] : INFO : Epoch 1601 | loss: 0.0311671 | val_loss: 0.031177 | Time: 1635.15 ms
[2021-06-13 14:35:09 main:581] : INFO : Epoch 1602 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 1637.68 ms
[2021-06-13 14:35:11 main:581] : INFO : Epoch 1603 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 1640 ms
[2021-06-13 14:35:12 main:581] : INFO : Epoch 1604 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 1634.62 ms
[2021-06-13 14:35:14 main:581] : INFO : Epoch 1605 | loss: 0.031166 | val_loss: 0.0311785 | Time: 1633.99 ms
[2021-06-13 14:35:16 main:581] : INFO : Epoch 1606 | loss: 0.0311675 | val_loss: 0.0311816 | Time: 1635.49 ms
[2021-06-13 14:35:17 main:581] : INFO : Epoch 1607 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 1634.12 ms
[2021-06-13 14:35:19 main:581] : INFO : Epoch 1608 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 1640.31 ms
[2021-06-13 14:35:20 main:581] : INFO : Epoch 1609 | loss: 0.0311694 | val_loss: 0.0311805 | Time: 1635.1 ms
[2021-06-13 14:35:22 main:581] : INFO : Epoch 1610 | loss: 0.0311739 | val_loss: 0.031183 | Time: 1634.73 ms
[2021-06-13 14:35:24 main:581] : INFO : Epoch 1611 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 1636.6 ms
[2021-06-13 14:35:25 main:581] : INFO : Epoch 1612 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 1634.77 ms
[2021-06-13 14:35:27 main:581] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311887 | Time: 1633.39 ms
[2021-06-13 14:35:29 main:581] : INFO : Epoch 1614 | loss: 0.031179 | val_loss: 0.0311835 | Time: 1638.6 ms
[2021-06-13 14:35:30 main:581] : INFO : Epoch 1615 | loss: 0.0311728 | val_loss: 0.0311863 | Time: 1636.82 ms
[2021-06-13 14:35:32 main:581] : INFO : Epoch 1616 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1635.1 ms
[2021-06-13 14:35:34 main:581] : INFO : Epoch 1617 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 1636.91 ms
[2021-06-13 14:35:35 main:581] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1640.35 ms
[2021-06-13 14:35:37 main:581] : INFO : Epoch 1619 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 1634.02 ms
[2021-06-13 14:35:38 main:581] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311961 | Time: 1636.45 ms
[2021-06-13 14:35:40 main:581] : INFO : Epoch 1621 | loss: 0.031175 | val_loss: 0.0311873 | Time: 1634.12 ms
[2021-06-13 14:35:42 main:581] : INFO : Epoch 1622 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1637.43 ms
[2021-06-13 14:35:43 main:581] : INFO : Epoch 1623 | loss: 0.0311714 | val_loss: 0.0311911 | Time: 1638.8 ms
[2021-06-13 14:35:45 main:581] : INFO : Epoch 1624 | loss: 0.0311713 | val_loss: 0.0311863 | Time: 1637.65 ms
[2021-06-13 14:35:47 main:581] : INFO : Epoch 1625 | loss: 0.0311736 | val_loss: 0.0311878 | Time: 1631.85 ms
[2021-06-13 14:35:48 main:581] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 1636.27 ms
[2021-06-13 14:35:50 main:581] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311857 | Time: 1635.68 ms
[2021-06-13 14:35:52 main:581] : INFO : Epoch 1628 | loss: 0.0311705 | val_loss: 0.0311821 | Time: 1635.66 ms
[2021-06-13 14:35:53 main:581] : INFO : Epoch 1629 | loss: 0.0311698 | val_loss: 0.031185 | Time: 1639.84 ms
[2021-06-13 14:35:55 main:581] : INFO : Epoch 1630 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 1632.71 ms
[2021-06-13 14:35:56 main:581] : INFO : Epoch 1631 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 1634.26 ms
[2021-06-13 14:35:58 main:581] : INFO : Epoch 1632 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 1637.26 ms
[2021-06-13 14:36:00 main:581] : INFO : Epoch 1633 | loss: 0.0311678 | val_loss: 0.0311829 | Time: 1644.58 ms
[2021-06-13 14:36:01 main:581] : INFO : Epoch 1634 | loss: 0.0311714 | val_loss: 0.0311838 | Time: 1633.06 ms
[2021-06-13 14:36:03 main:581] : INFO : Epoch 1635 | loss: 0.031171 | val_loss: 0.0311864 | Time: 1637.37 ms
[2021-06-13 14:36:05 main:581] : INFO : Epoch 1636 | loss: 0.0311726 | val_loss: 0.0311889 | Time: 1636.31 ms
[2021-06-13 14:36:06 main:581] : INFO : Epoch 1637 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 1631.95 ms
[2021-06-13 14:36:08 main:581] : INFO : Epoch 1638 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1636.87 ms
[2021-06-13 14:36:10 main:581] : INFO : Epoch 1639 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 1638.94 ms
[2021-06-13 14:36:11 main:581] : INFO : Epoch 1640 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 1634.32 ms
[2021-06-13 14:36:13 main:581] : INFO : Epoch 1641 | loss: 0.0311672 | val_loss: 0.031183 | Time: 1625.74 ms
[2021-06-13 14:36:14 main:581] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311808 | Time: 1616.69 ms
[2021-06-13 14:36:16 main:581] : INFO : Epoch 1643 | loss: 0.0311694 | val_loss: 0.031183 | Time: 1613.55 ms
[2021-06-13 14:36:18 main:581] : INFO : Epoch 1644 | loss: 0.0311674 | val_loss: 0.031182 | Time: 1629.58 ms
[2021-06-13 14:36:19 main:581] : INFO : Epoch 1645 | loss: 0.0311664 | val_loss: 0.0311811 | Time: 1621.07 ms
[2021-06-13 14:36:21 main:581] : INFO : Epoch 1646 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 1617.89 ms
[2021-06-13 14:36:23 main:581] : INFO : Epoch 1647 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 1613.57 ms
[2021-06-13 14:36:24 main:581] : INFO : Epoch 1648 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 1625.2 ms
[2021-06-13 14:36:26 main:581] : INFO : Epoch 1649 | loss: 0.0311676 | val_loss: 0.0311865 | Time: 1635.26 ms
[2021-06-13 14:36:27 main:581] : INFO : Epoch 1650 | loss: 0.0311731 | val_loss: 0.0311853 | Time: 1635.8 ms
[2021-06-13 14:36:29 main:581] : INFO : Epoch 1651 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1633.3 ms
[2021-06-13 14:36:31 main:581] : INFO : Epoch 1652 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1635.59 ms
[2021-06-13 14:36:32 main:581] : INFO : Epoch 1653 | loss: 0.0311692 | val_loss: 0.0311788 | Time: 1632.56 ms
[2021-06-13 14:36:34 main:581] : INFO : Epoch 1654 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 1636.29 ms
[2021-06-13 14:36:36 main:581] : INFO : Epoch 1655 | loss: 0.0311695 | val_loss: 0.0311789 | Time: 1637.89 ms
[2021-06-13 14:36:37 main:581] : INFO : Epoch 1656 | loss: 0.0311678 | val_loss: 0.0311792 | Time: 1640.32 ms
[2021-06-13 14:36:39 main:581] : INFO : Epoch 1657 | loss: 0.03117 | val_loss: 0.031181 | Time: 1638.24 ms
[2021-06-13 14:36:41 main:581] : INFO : Epoch 1658 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 1636.43 ms
[2021-06-13 14:36:42 main:581] : INFO : Epoch 1659 | loss: 0.0311668 | val_loss: 0.0311802 | Time: 1638.56 ms
[2021-06-13 14:36:44 main:581] : INFO : Epoch 1660 | loss: 0.0311656 | val_loss: 0.0311817 | Time: 1632.19 ms
[2021-06-13 14:36:45 main:581] : INFO : Epoch 1661 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 1640.05 ms
[2021-06-13 14:36:47 main:581] : INFO : Epoch 1662 | loss: 0.0311678 | val_loss: 0.0311844 | Time: 1644.07 ms
[2021-06-13 14:36:49 main:581] : INFO : Epoch 1663 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 1637.25 ms
[2021-06-13 14:36:50 main:581] : INFO : Epoch 1664 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1630.25 ms
[2021-06-13 14:36:52 main:581] : INFO : Epoch 1665 | loss: 0.0311672 | val_loss: 0.031177 | Time: 1638.1 ms
[2021-06-13 14:36:54 main:581] : INFO : Epoch 1666 | loss: 0.0311648 | val_loss: 0.031179 | Time: 1641.82 ms
[2021-06-13 14:36:55 main:581] : INFO : Epoch 1667 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 1633.87 ms
[2021-06-13 14:36:57 main:581] : INFO : Epoch 1668 | loss: 0.0311651 | val_loss: 0.0311795 | Time: 1639.55 ms
[2021-06-13 14:36:59 main:581] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 1637.85 ms
[2021-06-13 14:37:00 main:581] : INFO : Epoch 1670 | loss: 0.0311637 | val_loss: 0.0311789 | Time: 1651.12 ms
[2021-06-13 14:37:02 main:581] : INFO : Epoch 1671 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 1627.89 ms
[2021-06-13 14:37:03 main:581] : INFO : Epoch 1672 | loss: 0.0311638 | val_loss: 0.0311791 | Time: 1627.16 ms
[2021-06-13 14:37:05 main:581] : INFO : Epoch 1673 | loss: 0.0311635 | val_loss: 0.0311805 | Time: 1627.19 ms
[2021-06-13 14:37:07 main:581] : INFO : Epoch 1674 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 1610.4 ms
[2021-06-13 14:37:08 main:581] : INFO : Epoch 1675 | loss: 0.031161 | val_loss: 0.0311772 | Time: 1633.1 ms
[2021-06-13 14:37:10 main:581] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1630.66 ms
[2021-06-13 14:37:12 main:581] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311784 | Time: 1626.7 ms
[2021-06-13 14:37:13 main:581] : INFO : Epoch 1678 | loss: 0.0311652 | val_loss: 0.0311937 | Time: 1627.68 ms
[2021-06-13 14:37:15 main:581] : INFO : Epoch 1679 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1612.86 ms
[2021-06-13 14:37:16 main:581] : INFO : Epoch 1680 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 1600.81 ms
[2021-06-13 14:37:18 main:581] : INFO : Epoch 1681 | loss: 0.0311718 | val_loss: 0.0311809 | Time: 1620.84 ms
[2021-06-13 14:37:20 main:581] : INFO : Epoch 1682 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 1623.25 ms
[2021-06-13 14:37:21 main:581] : INFO : Epoch 1683 | loss: 0.0311684 | val_loss: 0.031177 | Time: 1610.72 ms
[2021-06-13 14:37:23 main:581] : INFO : Epoch 1684 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1620.72 ms
[2021-06-13 14:37:25 main:581] : INFO : Epoch 1685 | loss: 0.0311662 | val_loss: 0.031178 | Time: 1633.2 ms
[2021-06-13 14:37:26 main:581] : INFO : Epoch 1686 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 1624.6 ms
[2021-06-13 14:37:28 main:581] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 1629.2 ms
[2021-06-13 14:37:29 main:581] : INFO : Epoch 1688 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 1629.13 ms
[2021-06-13 14:37:31 main:581] : INFO : Epoch 1689 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1627.75 ms
[2021-06-13 14:37:33 main:581] : INFO : Epoch 1690 | loss: 0.0311685 | val_loss: 0.03118 | Time: 1627.65 ms
[2021-06-13 14:37:34 main:581] : INFO : Epoch 1691 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 1629.62 ms
[2021-06-13 14:37:36 main:581] : INFO : Epoch 1692 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 1641.27 ms
[2021-06-13 14:37:38 main:581] : INFO : Epoch 1693 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 1645.72 ms
[2021-06-13 14:37:39 main:581] : INFO : Epoch 1694 | loss: 0.0311662 | val_loss: 0.0311792 | Time: 1634.34 ms
[2021-06-13 14:37:41 main:581] : INFO : Epoch 1695 | loss: 0.031167 | val_loss: 0.0311783 | Time: 1631.03 ms
[2021-06-13 14:37:42 main:581] : INFO : Epoch 1696 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 1639.85 ms
[2021-06-13 14:37:44 main:581] : INFO : Epoch 1697 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1648.85 ms
[2021-06-13 14:37:46 main:581] : INFO : Epoch 1698 | loss: 0.0311666 | val_loss: 0.0311849 | Time: 1648.64 ms
[2021-06-13 14:37:47 main:581] : INFO : Epoch 1699 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 1646.44 ms
[2021-06-13 14:37:49 main:581] : INFO : Epoch 1700 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 1641.66 ms
[2021-06-13 14:37:51 main:581] : INFO : Epoch 1701 | loss: 0.031167 | val_loss: 0.0311785 | Time: 1643.08 ms
[2021-06-13 14:37:52 main:581] : INFO : Epoch 1702 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 1650.77 ms
[2021-06-13 14:37:54 main:581] : INFO : Epoch 1703 | loss: 0.0311634 | val_loss: 0.0311787 | Time: 1646.45 ms
[2021-06-13 14:37:56 main:581] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 1640.22 ms
[2021-06-13 14:37:57 main:581] : INFO : Epoch 1705 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 1624.91 ms
[2021-06-13 14:37:59 main:581] : INFO : Epoch 1706 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 1630.7 ms
[2021-06-13 14:38:01 main:581] : INFO : Epoch 1707 | loss: 0.0311629 | val_loss: 0.0311813 | Time: 1642.06 ms
[2021-06-13 14:38:02 main:581] : INFO : Epoch 1708 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 1624.09 ms
[2021-06-13 14:38:04 main:581] : INFO : Epoch 1709 | loss: 0.0311625 | val_loss: 0.0311796 | Time: 1632.62 ms
[2021-06-13 14:38:05 main:581] : INFO : Epoch 1710 | loss: 0.0311646 | val_loss: 0.0311775 | Time: 1630.56 ms
[2021-06-13 14:38:07 main:581] : INFO : Epoch 1711 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 1624.51 ms
[2021-06-13 14:38:09 main:581] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1634.51 ms
[2021-06-13 14:38:10 main:581] : INFO : Epoch 1713 | loss: 0.0311607 | val_loss: 0.0311747 | Time: 1638.89 ms
[2021-06-13 14:38:12 main:581] : INFO : Epoch 1714 | loss: 0.0311628 | val_loss: 0.0311827 | Time: 1633.84 ms
[2021-06-13 14:38:14 main:581] : INFO : Epoch 1715 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1625.1 ms
[2021-06-13 14:38:15 main:581] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311798 | Time: 1621.62 ms
[2021-06-13 14:38:17 main:581] : INFO : Epoch 1717 | loss: 0.0311665 | val_loss: 0.031183 | Time: 1622.09 ms
[2021-06-13 14:38:18 main:581] : INFO : Epoch 1718 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 1610.93 ms
[2021-06-13 14:38:20 main:581] : INFO : Epoch 1719 | loss: 0.031169 | val_loss: 0.0311807 | Time: 1611.72 ms
[2021-06-13 14:38:22 main:581] : INFO : Epoch 1720 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 1617.58 ms
[2021-06-13 14:38:23 main:581] : INFO : Epoch 1721 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1630.52 ms
[2021-06-13 14:38:25 main:581] : INFO : Epoch 1722 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 1638.61 ms
[2021-06-13 14:38:27 main:581] : INFO : Epoch 1723 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 1632.13 ms
[2021-06-13 14:38:28 main:581] : INFO : Epoch 1724 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1631.02 ms
[2021-06-13 14:38:30 main:581] : INFO : Epoch 1725 | loss: 0.0311632 | val_loss: 0.0311788 | Time: 1623.53 ms
[2021-06-13 14:38:31 main:581] : INFO : Epoch 1726 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 1620.68 ms
[2021-06-13 14:38:33 main:581] : INFO : Epoch 1727 | loss: 0.031163 | val_loss: 0.0311742 | Time: 1610.33 ms
[2021-06-13 14:38:35 main:581] : INFO : Epoch 1728 | loss: 0.0311681 | val_loss: 0.0311809 | Time: 1616.67 ms
[2021-06-13 14:38:36 main:581] : INFO : Epoch 1729 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 1615.57 ms
[2021-06-13 14:38:38 main:581] : INFO : Epoch 1730 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1632.88 ms
[2021-06-13 14:38:40 main:581] : INFO : Epoch 1731 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 1628.89 ms
[2021-06-13 14:38:41 main:581] : INFO : Epoch 1732 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 1645.82 ms
[2021-06-13 14:38:43 main:581] : INFO : Epoch 1733 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 1648.9 ms
[2021-06-13 14:38:45 main:581] : INFO : Epoch 1734 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 1647.96 ms
[2021-06-13 14:38:46 main:581] : INFO : Epoch 1735 | loss: 0.031166 | val_loss: 0.0311816 | Time: 1640.82 ms
[2021-06-13 14:38:48 main:581] : INFO : Epoch 1736 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 1653.56 ms
[2021-06-13 14:38:49 main:581] : INFO : Epoch 1737 | loss: 0.03116 | val_loss: 0.0311718 | Time: 1647.03 ms
[2021-06-13 14:38:51 main:581] : INFO : Epoch 1738 | loss: 0.0311586 | val_loss: 0.031173 | Time: 1649.8 ms
[2021-06-13 14:38:53 main:581] : INFO : Epoch 1739 | loss: 0.0311609 | val_loss: 0.031172 | Time: 1644.94 ms
[2021-06-13 14:38:54 main:581] : INFO : Epoch 1740 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 1649.13 ms
[2021-06-13 14:38:56 main:581] : INFO : Epoch 1741 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 1644.91 ms
[2021-06-13 14:38:58 main:581] : INFO : Epoch 1742 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1646.78 ms
[2021-06-13 14:38:59 main:581] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 1651.86 ms
[2021-06-13 14:39:01 main:581] : INFO : Epoch 1744 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 1660.78 ms
[2021-06-13 14:39:03 main:581] : INFO : Epoch 1745 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 1614.66 ms
[2021-06-13 14:39:04 main:581] : INFO : Epoch 1746 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 1623.56 ms
[2021-06-13 14:39:06 main:581] : INFO : Epoch 1747 | loss: 0.031161 | val_loss: 0.0311716 | Time: 1625.2 ms
[2021-06-13 14:39:07 main:581] : INFO : Epoch 1748 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 1627.89 ms
[2021-06-13 14:39:09 main:581] : INFO : Epoch 1749 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 1631.1 ms
[2021-06-13 14:39:11 main:581] : INFO : Epoch 1750 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 1612.84 ms
[2021-06-13 14:39:12 main:581] : INFO : Epoch 1751 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1616.24 ms
[2021-06-13 14:39:14 main:581] : INFO : Epoch 1752 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 1610.54 ms
[2021-06-13 14:39:16 main:581] : INFO : Epoch 1753 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1609.85 ms
[2021-06-13 14:39:17 main:581] : INFO : Epoch 1754 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 1610.59 ms
[2021-06-13 14:39:19 main:581] : INFO : Epoch 1755 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 1616.16 ms
[2021-06-13 14:39:20 main:581] : INFO : Epoch 1756 | loss: 0.0311578 | val_loss: 0.0311795 | Time: 1608.11 ms
[2021-06-13 14:39:22 main:581] : INFO : Epoch 1757 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 1620.41 ms
[2021-06-13 14:39:24 main:581] : INFO : Epoch 1758 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 1618.52 ms
[2021-06-13 14:39:25 main:581] : INFO : Epoch 1759 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 1608.6 ms
[2021-06-13 14:39:27 main:581] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.0311742 | Time: 1620.6 ms
[2021-06-13 14:39:28 main:581] : INFO : Epoch 1761 | loss: 0.0311597 | val_loss: 0.0311776 | Time: 1620.31 ms
[2021-06-13 14:39:30 main:581] : INFO : Epoch 1762 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 1622.13 ms
[2021-06-13 14:39:32 main:581] : INFO : Epoch 1763 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 1617.9 ms
[2021-06-13 14:39:33 main:581] : INFO : Epoch 1764 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 1623.15 ms
[2021-06-13 14:39:35 main:581] : INFO : Epoch 1765 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 1617.22 ms
[2021-06-13 14:39:37 main:581] : INFO : Epoch 1766 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 1625.91 ms
[2021-06-13 14:39:38 main:581] : INFO : Epoch 1767 | loss: 0.0311536 | val_loss: 0.0311682 | Time: 1625.42 ms
[2021-06-13 14:39:40 main:581] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311738 | Time: 1619.29 ms
[2021-06-13 14:39:41 main:581] : INFO : Epoch 1769 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 1619.54 ms
[2021-06-13 14:39:43 main:581] : INFO : Epoch 1770 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 1618.7 ms
[2021-06-13 14:39:45 main:581] : INFO : Epoch 1771 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 1621.58 ms
[2021-06-13 14:39:46 main:581] : INFO : Epoch 1772 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 1621.35 ms
[2021-06-13 14:39:48 main:581] : INFO : Epoch 1773 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 1622.61 ms
[2021-06-13 14:39:50 main:581] : INFO : Epoch 1774 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 1619.22 ms
[2021-06-13 14:39:51 main:581] : INFO : Epoch 1775 | loss: 0.0311516 | val_loss: 0.0311684 | Time: 1619.22 ms
[2021-06-13 14:39:53 main:581] : INFO : Epoch 1776 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 1618.19 ms
[2021-06-13 14:39:54 main:581] : INFO : Epoch 1777 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 1616.75 ms
[2021-06-13 14:39:56 main:581] : INFO : Epoch 1778 | loss: 0.031151 | val_loss: 0.0311688 | Time: 1622.2 ms
[2021-06-13 14:39:58 main:581] : INFO : Epoch 1779 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 1614.8 ms
[2021-06-13 14:39:59 main:581] : INFO : Epoch 1780 | loss: 0.0311522 | val_loss: 0.0311706 | Time: 1586.89 ms
[2021-06-13 14:40:01 main:581] : INFO : Epoch 1781 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 1606.14 ms
[2021-06-13 14:40:02 main:581] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311748 | Time: 1635.96 ms
[2021-06-13 14:40:04 main:581] : INFO : Epoch 1783 | loss: 0.0311555 | val_loss: 0.0311689 | Time: 1637.3 ms
[2021-06-13 14:40:06 main:581] : INFO : Epoch 1784 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 1634.83 ms
[2021-06-13 14:40:07 main:581] : INFO : Epoch 1785 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 1635.69 ms
[2021-06-13 14:40:09 main:581] : INFO : Epoch 1786 | loss: 0.0311509 | val_loss: 0.0311705 | Time: 1629.72 ms
[2021-06-13 14:40:11 main:581] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.0311723 | Time: 1637.46 ms
[2021-06-13 14:40:12 main:581] : INFO : Epoch 1788 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1637.61 ms
[2021-06-13 14:40:14 main:581] : INFO : Epoch 1789 | loss: 0.0311516 | val_loss: 0.0311708 | Time: 1634.65 ms
[2021-06-13 14:40:16 main:581] : INFO : Epoch 1790 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 1639.61 ms
[2021-06-13 14:40:17 main:581] : INFO : Epoch 1791 | loss: 0.031153 | val_loss: 0.0311721 | Time: 1634.42 ms
[2021-06-13 14:40:19 main:581] : INFO : Epoch 1792 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 1635.75 ms
[2021-06-13 14:40:20 main:581] : INFO : Epoch 1793 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 1635.55 ms
[2021-06-13 14:40:22 main:581] : INFO : Epoch 1794 | loss: 0.031153 | val_loss: 0.0311689 | Time: 1640.18 ms
[2021-06-13 14:40:24 main:581] : INFO : Epoch 1795 | loss: 0.0311534 | val_loss: 0.0311703 | Time: 1633.32 ms
[2021-06-13 14:40:25 main:581] : INFO : Epoch 1796 | loss: 0.0311525 | val_loss: 0.0311728 | Time: 1634.62 ms
[2021-06-13 14:40:27 main:581] : INFO : Epoch 1797 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 1639.42 ms
[2021-06-13 14:40:29 main:581] : INFO : Epoch 1798 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 1637.99 ms
[2021-06-13 14:40:30 main:581] : INFO : Epoch 1799 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1635.01 ms
[2021-06-13 14:40:32 main:581] : INFO : Epoch 1800 | loss: 0.03116 | val_loss: 0.0311707 | Time: 1638.38 ms
[2021-06-13 14:40:34 main:581] : INFO : Epoch 1801 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 1637.97 ms
[2021-06-13 14:40:35 main:581] : INFO : Epoch 1802 | loss: 0.0311569 | val_loss: 0.0311721 | Time: 1635.59 ms
[2021-06-13 14:40:37 main:581] : INFO : Epoch 1803 | loss: 0.031157 | val_loss: 0.0311727 | Time: 1630.34 ms
[2021-06-13 14:40:38 main:581] : INFO : Epoch 1804 | loss: 0.0311538 | val_loss: 0.0311719 | Time: 1640.05 ms
[2021-06-13 14:40:40 main:581] : INFO : Epoch 1805 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 1638.12 ms
[2021-06-13 14:40:42 main:581] : INFO : Epoch 1806 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1634.17 ms
[2021-06-13 14:40:43 main:581] : INFO : Epoch 1807 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 1635.26 ms
[2021-06-13 14:40:45 main:581] : INFO : Epoch 1808 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 1638.17 ms
[2021-06-13 14:40:47 main:581] : INFO : Epoch 1809 | loss: 0.0311531 | val_loss: 0.0311678 | Time: 1635.35 ms
[2021-06-13 14:40:48 main:581] : INFO : Epoch 1810 | loss: 0.0311521 | val_loss: 0.0311693 | Time: 1636.25 ms
[2021-06-13 14:40:50 main:581] : INFO : Epoch 1811 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 1638.24 ms
[2021-06-13 14:40:52 main:581] : INFO : Epoch 1812 | loss: 0.0311502 | val_loss: 0.0311689 | Time: 1636.51 ms
[2021-06-13 14:40:53 main:581] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311686 | Time: 1634.96 ms
[2021-06-13 14:40:55 main:581] : INFO : Epoch 1814 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 1635.91 ms
[2021-06-13 14:40:56 main:581] : INFO : Epoch 1815 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1635.9 ms
[2021-06-13 14:40:58 main:581] : INFO : Epoch 1816 | loss: 0.0311545 | val_loss: 0.0311743 | Time: 1635.53 ms
[2021-06-13 14:41:00 main:581] : INFO : Epoch 1817 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 1626.04 ms
[2021-06-13 14:41:01 main:581] : INFO : Epoch 1818 | loss: 0.0311591 | val_loss: 0.031179 | Time: 1617.73 ms
[2021-06-13 14:41:03 main:581] : INFO : Epoch 1819 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 1609.52 ms
[2021-06-13 14:41:05 main:581] : INFO : Epoch 1820 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 1610.77 ms
[2021-06-13 14:41:06 main:581] : INFO : Epoch 1821 | loss: 0.0311545 | val_loss: 0.0311705 | Time: 1611.19 ms
[2021-06-13 14:41:08 main:581] : INFO : Epoch 1822 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 1621.24 ms
[2021-06-13 14:41:09 main:581] : INFO : Epoch 1823 | loss: 0.0311531 | val_loss: 0.0311732 | Time: 1613.87 ms
[2021-06-13 14:41:11 main:581] : INFO : Epoch 1824 | loss: 0.0311551 | val_loss: 0.0311741 | Time: 1628.79 ms
[2021-06-13 14:41:13 main:581] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 1610.02 ms
[2021-06-13 14:41:14 main:581] : INFO : Epoch 1826 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 1615.39 ms
[2021-06-13 14:41:16 main:581] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311711 | Time: 1612.45 ms
[2021-06-13 14:41:18 main:581] : INFO : Epoch 1828 | loss: 0.0311518 | val_loss: 0.031172 | Time: 1616.41 ms
[2021-06-13 14:41:19 main:581] : INFO : Epoch 1829 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 1614.59 ms
[2021-06-13 14:41:21 main:581] : INFO : Epoch 1830 | loss: 0.0311513 | val_loss: 0.0311733 | Time: 1620.89 ms
[2021-06-13 14:41:22 main:581] : INFO : Epoch 1831 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 1610.83 ms
[2021-06-13 14:41:24 main:581] : INFO : Epoch 1832 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 1614.21 ms
[2021-06-13 14:41:26 main:581] : INFO : Epoch 1833 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 1620.45 ms
[2021-06-13 14:41:27 main:581] : INFO : Epoch 1834 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 1613.83 ms
[2021-06-13 14:41:29 main:581] : INFO : Epoch 1835 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 1616.61 ms
[2021-06-13 14:41:30 main:581] : INFO : Epoch 1836 | loss: 0.0311535 | val_loss: 0.0311744 | Time: 1616.97 ms
[2021-06-13 14:41:32 main:581] : INFO : Epoch 1837 | loss: 0.0311513 | val_loss: 0.0311757 | Time: 1615.39 ms
[2021-06-13 14:41:34 main:581] : INFO : Epoch 1838 | loss: 0.031153 | val_loss: 0.0311815 | Time: 1611.65 ms
[2021-06-13 14:41:35 main:581] : INFO : Epoch 1839 | loss: 0.0311524 | val_loss: 0.031172 | Time: 1616.42 ms
[2021-06-13 14:41:37 main:581] : INFO : Epoch 1840 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1625.45 ms
[2021-06-13 14:41:39 main:581] : INFO : Epoch 1841 | loss: 0.0311596 | val_loss: 0.0311783 | Time: 1631.1 ms
[2021-06-13 14:41:40 main:581] : INFO : Epoch 1842 | loss: 0.0311754 | val_loss: 0.0311736 | Time: 1634.62 ms
[2021-06-13 14:41:42 main:581] : INFO : Epoch 1843 | loss: 0.0311753 | val_loss: 0.0311744 | Time: 1636.34 ms
[2021-06-13 14:41:43 main:581] : INFO : Epoch 1844 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 1626.47 ms
[2021-06-13 14:41:45 main:581] : INFO : Epoch 1845 | loss: 0.031168 | val_loss: 0.0311736 | Time: 1635.49 ms
[2021-06-13 14:41:47 main:581] : INFO : Epoch 1846 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 1631.74 ms
[2021-06-13 14:41:48 main:581] : INFO : Epoch 1847 | loss: 0.0311634 | val_loss: 0.0311721 | Time: 1631.38 ms
[2021-06-13 14:41:50 main:581] : INFO : Epoch 1848 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 1634.64 ms
[2021-06-13 14:41:52 main:581] : INFO : Epoch 1849 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 1630.37 ms
[2021-06-13 14:41:53 main:581] : INFO : Epoch 1850 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 1631.07 ms
[2021-06-13 14:41:55 main:581] : INFO : Epoch 1851 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 1631.79 ms
[2021-06-13 14:41:57 main:581] : INFO : Epoch 1852 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 1631.81 ms
[2021-06-13 14:41:58 main:581] : INFO : Epoch 1853 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 1638.83 ms
[2021-06-13 14:42:00 main:581] : INFO : Epoch 1854 | loss: 0.031158 | val_loss: 0.031168 | Time: 1604.16 ms
[2021-06-13 14:42:01 main:581] : INFO : Epoch 1855 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1625.07 ms
[2021-06-13 14:42:03 main:581] : INFO : Epoch 1856 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1619.59 ms
[2021-06-13 14:42:05 main:581] : INFO : Epoch 1857 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 1625.78 ms
[2021-06-13 14:42:06 main:581] : INFO : Epoch 1858 | loss: 0.0311567 | val_loss: 0.0311644 | Time: 1618.81 ms
[2021-06-13 14:42:08 main:581] : INFO : Epoch 1859 | loss: 0.031155 | val_loss: 0.0311654 | Time: 1624.4 ms
[2021-06-13 14:42:09 main:581] : INFO : Epoch 1860 | loss: 0.0311581 | val_loss: 0.0311662 | Time: 1626.88 ms
[2021-06-13 14:42:11 main:581] : INFO : Epoch 1861 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1616.04 ms
[2021-06-13 14:42:13 main:581] : INFO : Epoch 1862 | loss: 0.0311594 | val_loss: 0.0311778 | Time: 1617.86 ms
[2021-06-13 14:42:14 main:581] : INFO : Epoch 1863 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 1624.63 ms
[2021-06-13 14:42:16 main:581] : INFO : Epoch 1864 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 1627.76 ms
[2021-06-13 14:42:18 main:581] : INFO : Epoch 1865 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 1609.56 ms
[2021-06-13 14:42:19 main:581] : INFO : Epoch 1866 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 1623.11 ms
[2021-06-13 14:42:21 main:581] : INFO : Epoch 1867 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1605.29 ms
[2021-06-13 14:42:22 main:581] : INFO : Epoch 1868 | loss: 0.0311535 | val_loss: 0.0311697 | Time: 1627.11 ms
[2021-06-13 14:42:24 main:581] : INFO : Epoch 1869 | loss: 0.0311511 | val_loss: 0.0311674 | Time: 1623.85 ms
[2021-06-13 14:42:26 main:581] : INFO : Epoch 1870 | loss: 0.0311509 | val_loss: 0.0311668 | Time: 1619.07 ms
[2021-06-13 14:42:27 main:581] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.031167 | Time: 1618.3 ms
[2021-06-13 14:42:29 main:581] : INFO : Epoch 1872 | loss: 0.0311508 | val_loss: 0.0311717 | Time: 1613.68 ms
[2021-06-13 14:42:31 main:581] : INFO : Epoch 1873 | loss: 0.031152 | val_loss: 0.0311659 | Time: 1617.48 ms
[2021-06-13 14:42:32 main:581] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311763 | Time: 1619.15 ms
[2021-06-13 14:42:34 main:581] : INFO : Epoch 1875 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 1617.16 ms
[2021-06-13 14:42:35 main:581] : INFO : Epoch 1876 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 1619.31 ms
[2021-06-13 14:42:37 main:581] : INFO : Epoch 1877 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 1623.63 ms
[2021-06-13 14:42:39 main:581] : INFO : Epoch 1878 | loss: 0.0311498 | val_loss: 0.0311648 | Time: 1613.58 ms
[2021-06-13 14:42:40 main:581] : INFO : Epoch 1879 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 1604.71 ms
[2021-06-13 14:42:42 main:581] : INFO : Epoch 1880 | loss: 0.0311477 | val_loss: 0.031166 | Time: 1595.09 ms
[2021-06-13 14:42:43 main:581] : INFO : Epoch 1881 | loss: 0.0311479 | val_loss: 0.0311674 | Time: 1619.73 ms
[2021-06-13 14:42:45 main:581] : INFO : Epoch 1882 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1612.41 ms
[2021-06-13 14:42:47 main:581] : INFO : Epoch 1883 | loss: 0.0311613 | val_loss: 0.0311646 | Time: 1620.06 ms
[2021-06-13 14:42:48 main:581] : INFO : Epoch 1884 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 1614.78 ms
[2021-06-13 14:42:50 main:581] : INFO : Epoch 1885 | loss: 0.0311562 | val_loss: 0.0311654 | Time: 1620.4 ms
[2021-06-13 14:42:52 main:581] : INFO : Epoch 1886 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 1618.5 ms
[2021-06-13 14:42:53 main:581] : INFO : Epoch 1887 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 1620.19 ms
[2021-06-13 14:42:55 main:581] : INFO : Epoch 1888 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1592.85 ms
[2021-06-13 14:42:56 main:581] : INFO : Epoch 1889 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 1611.09 ms
[2021-06-13 14:42:58 main:581] : INFO : Epoch 1890 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1620.54 ms
[2021-06-13 14:43:00 main:581] : INFO : Epoch 1891 | loss: 0.031151 | val_loss: 0.031164 | Time: 1612.14 ms
[2021-06-13 14:43:01 main:581] : INFO : Epoch 1892 | loss: 0.0311501 | val_loss: 0.031167 | Time: 1621.22 ms
[2021-06-13 14:43:03 main:581] : INFO : Epoch 1893 | loss: 0.031149 | val_loss: 0.0311674 | Time: 1623.31 ms
[2021-06-13 14:43:04 main:581] : INFO : Epoch 1894 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1618.83 ms
[2021-06-13 14:43:06 main:581] : INFO : Epoch 1895 | loss: 0.0311517 | val_loss: 0.0311694 | Time: 1614.73 ms
[2021-06-13 14:43:08 main:581] : INFO : Epoch 1896 | loss: 0.0311519 | val_loss: 0.0311706 | Time: 1616.69 ms
[2021-06-13 14:43:09 main:581] : INFO : Epoch 1897 | loss: 0.0311513 | val_loss: 0.0311705 | Time: 1622.95 ms
[2021-06-13 14:43:11 main:581] : INFO : Epoch 1898 | loss: 0.0311495 | val_loss: 0.0311654 | Time: 1625.77 ms
[2021-06-13 14:43:13 main:581] : INFO : Epoch 1899 | loss: 0.0311469 | val_loss: 0.031168 | Time: 1631.6 ms
[2021-06-13 14:43:14 main:581] : INFO : Epoch 1900 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 1626.8 ms
[2021-06-13 14:43:16 main:581] : INFO : Epoch 1901 | loss: 0.0311465 | val_loss: 0.0311645 | Time: 1626.93 ms
[2021-06-13 14:43:17 main:581] : INFO : Epoch 1902 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 1627.01 ms
[2021-06-13 14:43:19 main:581] : INFO : Epoch 1903 | loss: 0.0311491 | val_loss: 0.0311643 | Time: 1634.43 ms
[2021-06-13 14:43:21 main:581] : INFO : Epoch 1904 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 1634.88 ms
[2021-06-13 14:43:22 main:581] : INFO : Epoch 1905 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1633.57 ms
[2021-06-13 14:43:24 main:581] : INFO : Epoch 1906 | loss: 0.0311483 | val_loss: 0.0311628 | Time: 1631.35 ms
[2021-06-13 14:43:26 main:581] : INFO : Epoch 1907 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1634.25 ms
[2021-06-13 14:43:27 main:581] : INFO : Epoch 1908 | loss: 0.0311474 | val_loss: 0.0311666 | Time: 1633.09 ms
[2021-06-13 14:43:29 main:581] : INFO : Epoch 1909 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 1631.62 ms
[2021-06-13 14:43:31 main:581] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.0311678 | Time: 1631.3 ms
[2021-06-13 14:43:32 main:581] : INFO : Epoch 1911 | loss: 0.0311491 | val_loss: 0.0311647 | Time: 1634.77 ms
[2021-06-13 14:43:34 main:581] : INFO : Epoch 1912 | loss: 0.0311484 | val_loss: 0.0311672 | Time: 1625.1 ms
[2021-06-13 14:43:35 main:581] : INFO : Epoch 1913 | loss: 0.0311484 | val_loss: 0.0311659 | Time: 1624.11 ms
[2021-06-13 14:43:37 main:581] : INFO : Epoch 1914 | loss: 0.0311504 | val_loss: 0.0311642 | Time: 1638.25 ms
[2021-06-13 14:43:39 main:581] : INFO : Epoch 1915 | loss: 0.0311463 | val_loss: 0.0311712 | Time: 1631.82 ms
[2021-06-13 14:43:40 main:581] : INFO : Epoch 1916 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 1626.61 ms
[2021-06-13 14:43:42 main:581] : INFO : Epoch 1917 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1636.74 ms
[2021-06-13 14:43:44 main:581] : INFO : Epoch 1918 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 1629.44 ms
[2021-06-13 14:43:45 main:581] : INFO : Epoch 1919 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1627.9 ms
[2021-06-13 14:43:47 main:581] : INFO : Epoch 1920 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 1623.98 ms
[2021-06-13 14:43:48 main:581] : INFO : Epoch 1921 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 1619.4 ms
[2021-06-13 14:43:50 main:581] : INFO : Epoch 1922 | loss: 0.0311468 | val_loss: 0.0311667 | Time: 1622.86 ms
[2021-06-13 14:43:52 main:581] : INFO : Epoch 1923 | loss: 0.0311464 | val_loss: 0.0311669 | Time: 1618.26 ms
[2021-06-13 14:43:53 main:581] : INFO : Epoch 1924 | loss: 0.031146 | val_loss: 0.031171 | Time: 1610.05 ms
[2021-06-13 14:43:55 main:581] : INFO : Epoch 1925 | loss: 0.0311521 | val_loss: 0.0311672 | Time: 1625.01 ms
[2021-06-13 14:43:57 main:581] : INFO : Epoch 1926 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 1620.53 ms
[2021-06-13 14:43:58 main:581] : INFO : Epoch 1927 | loss: 0.031149 | val_loss: 0.0311669 | Time: 1616.15 ms
[2021-06-13 14:44:00 main:581] : INFO : Epoch 1928 | loss: 0.0311479 | val_loss: 0.0311654 | Time: 1604.98 ms
[2021-06-13 14:44:01 main:581] : INFO : Epoch 1929 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 1614.18 ms
[2021-06-13 14:44:03 main:581] : INFO : Epoch 1930 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 1622.89 ms
[2021-06-13 14:44:05 main:581] : INFO : Epoch 1931 | loss: 0.0311467 | val_loss: 0.0311693 | Time: 1625.18 ms
[2021-06-13 14:44:06 main:581] : INFO : Epoch 1932 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 1623.64 ms
[2021-06-13 14:44:08 main:581] : INFO : Epoch 1933 | loss: 0.031148 | val_loss: 0.0311668 | Time: 1624.34 ms
[2021-06-13 14:44:10 main:581] : INFO : Epoch 1934 | loss: 0.0311442 | val_loss: 0.0311657 | Time: 1631.04 ms
[2021-06-13 14:44:11 main:581] : INFO : Epoch 1935 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1628.27 ms
[2021-06-13 14:44:13 main:581] : INFO : Epoch 1936 | loss: 0.0311465 | val_loss: 0.0311678 | Time: 1627.18 ms
[2021-06-13 14:44:14 main:581] : INFO : Epoch 1937 | loss: 0.0311443 | val_loss: 0.0311644 | Time: 1627.29 ms
[2021-06-13 14:44:16 main:581] : INFO : Epoch 1938 | loss: 0.0311442 | val_loss: 0.0311684 | Time: 1624.99 ms
[2021-06-13 14:44:18 main:581] : INFO : Epoch 1939 | loss: 0.031145 | val_loss: 0.0311659 | Time: 1626.02 ms
[2021-06-13 14:44:19 main:581] : INFO : Epoch 1940 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 1621.41 ms
[2021-06-13 14:44:21 main:581] : INFO : Epoch 1941 | loss: 0.0311433 | val_loss: 0.0311625 | Time: 1628.07 ms
[2021-06-13 14:44:23 main:581] : INFO : Epoch 1942 | loss: 0.0311447 | val_loss: 0.0311662 | Time: 1623.08 ms
[2021-06-13 14:44:24 main:581] : INFO : Epoch 1943 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1593.11 ms
[2021-06-13 14:44:26 main:581] : INFO : Epoch 1944 | loss: 0.0311453 | val_loss: 0.0311635 | Time: 1615.42 ms
[2021-06-13 14:44:27 main:581] : INFO : Epoch 1945 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 1627.21 ms
[2021-06-13 14:44:29 main:581] : INFO : Epoch 1946 | loss: 0.0311458 | val_loss: 0.0311642 | Time: 1626.23 ms
[2021-06-13 14:44:31 main:581] : INFO : Epoch 1947 | loss: 0.0311484 | val_loss: 0.0311705 | Time: 1627.8 ms
[2021-06-13 14:44:32 main:581] : INFO : Epoch 1948 | loss: 0.0311465 | val_loss: 0.0311614 | Time: 1624.81 ms
[2021-06-13 14:44:34 main:581] : INFO : Epoch 1949 | loss: 0.0311421 | val_loss: 0.0311638 | Time: 1626.59 ms
[2021-06-13 14:44:35 main:581] : INFO : Epoch 1950 | loss: 0.0311435 | val_loss: 0.031164 | Time: 1622.32 ms
[2021-06-13 14:44:37 main:581] : INFO : Epoch 1951 | loss: 0.0311436 | val_loss: 0.0311654 | Time: 1621.79 ms
[2021-06-13 14:44:39 main:581] : INFO : Epoch 1952 | loss: 0.0311439 | val_loss: 0.031162 | Time: 1622.3 ms
[2021-06-13 14:44:40 main:581] : INFO : Epoch 1953 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 1624.58 ms
[2021-06-13 14:44:42 main:581] : INFO : Epoch 1954 | loss: 0.0311425 | val_loss: 0.0311625 | Time: 1626.2 ms
[2021-06-13 14:44:44 main:581] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311656 | Time: 1621.89 ms
[2021-06-13 14:44:45 main:581] : INFO : Epoch 1956 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1620.46 ms
[2021-06-13 14:44:47 main:581] : INFO : Epoch 1957 | loss: 0.0311412 | val_loss: 0.0311652 | Time: 1628.27 ms
[2021-06-13 14:44:48 main:581] : INFO : Epoch 1958 | loss: 0.0311423 | val_loss: 0.0311662 | Time: 1625.86 ms
[2021-06-13 14:44:50 main:581] : INFO : Epoch 1959 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 1624.25 ms
[2021-06-13 14:44:52 main:581] : INFO : Epoch 1960 | loss: 0.0311395 | val_loss: 0.0311662 | Time: 1623.97 ms
[2021-06-13 14:44:53 main:581] : INFO : Epoch 1961 | loss: 0.0311419 | val_loss: 0.0311641 | Time: 1626.8 ms
[2021-06-13 14:44:55 main:581] : INFO : Epoch 1962 | loss: 0.0311418 | val_loss: 0.0311665 | Time: 1628.32 ms
[2021-06-13 14:44:57 main:581] : INFO : Epoch 1963 | loss: 0.0311417 | val_loss: 0.0311671 | Time: 1622.07 ms
[2021-06-13 14:44:58 main:581] : INFO : Epoch 1964 | loss: 0.0311455 | val_loss: 0.031165 | Time: 1621.79 ms
[2021-06-13 14:45:00 main:581] : INFO : Epoch 1965 | loss: 0.031142 | val_loss: 0.0311643 | Time: 1612.88 ms
[2021-06-13 14:45:01 main:581] : INFO : Epoch 1966 | loss: 0.0311427 | val_loss: 0.0311661 | Time: 1629.8 ms
[2021-06-13 14:45:03 main:581] : INFO : Epoch 1967 | loss: 0.031143 | val_loss: 0.0311699 | Time: 1637.37 ms
[2021-06-13 14:45:05 main:581] : INFO : Epoch 1968 | loss: 0.031144 | val_loss: 0.0311666 | Time: 1635.85 ms
[2021-06-13 14:45:06 main:581] : INFO : Epoch 1969 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 1613.32 ms
[2021-06-13 14:45:08 main:581] : INFO : Epoch 1970 | loss: 0.0311436 | val_loss: 0.0311655 | Time: 1619.2 ms
[2021-06-13 14:45:10 main:581] : INFO : Epoch 1971 | loss: 0.0311454 | val_loss: 0.0311654 | Time: 1617.23 ms
[2021-06-13 14:45:11 main:581] : INFO : Epoch 1972 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 1622.2 ms
[2021-06-13 14:45:13 main:581] : INFO : Epoch 1973 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 1628.29 ms
[2021-06-13 14:45:14 main:581] : INFO : Epoch 1974 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 1629.88 ms
[2021-06-13 14:45:16 main:581] : INFO : Epoch 1975 | loss: 0.0311468 | val_loss: 0.0311635 | Time: 1630.27 ms
[2021-06-13 14:45:18 main:581] : INFO : Epoch 1976 | loss: 0.0311469 | val_loss: 0.031162 | Time: 1629.42 ms
[2021-06-13 14:45:19 main:581] : INFO : Epoch 1977 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 1634.72 ms
[2021-06-13 14:45:21 main:581] : INFO : Epoch 1978 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 1627.1 ms
[2021-06-13 14:45:23 main:581] : INFO : Epoch 1979 | loss: 0.0311473 | val_loss: 0.031168 | Time: 1629.67 ms
[2021-06-13 14:45:24 main:581] : INFO : Epoch 1980 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 1630.84 ms
[2021-06-13 14:45:26 main:581] : INFO : Epoch 1981 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 1628.12 ms
[2021-06-13 14:45:28 main:581] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311638 | Time: 1628.42 ms
[2021-06-13 14:45:29 main:581] : INFO : Epoch 1983 | loss: 0.0311461 | val_loss: 0.0311656 | Time: 1630.42 ms
[2021-06-13 14:45:31 main:581] : INFO : Epoch 1984 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 1631.64 ms
[2021-06-13 14:45:32 main:581] : INFO : Epoch 1985 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 1630.78 ms
[2021-06-13 14:45:34 main:581] : INFO : Epoch 1986 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 1632.57 ms
[2021-06-13 14:45:36 main:581] : INFO : Epoch 1987 | loss: 0.0311471 | val_loss: 0.0311647 | Time: 1624.93 ms
[2021-06-13 14:45:37 main:581] : INFO : Epoch 1988 | loss: 0.0311447 | val_loss: 0.0311653 | Time: 1630.28 ms
[2021-06-13 14:45:39 main:581] : INFO : Epoch 1989 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 1625.92 ms
[2021-06-13 14:45:41 main:581] : INFO : Epoch 1990 | loss: 0.03115 | val_loss: 0.0311648 | Time: 1627.07 ms
[2021-06-13 14:45:42 main:581] : INFO : Epoch 1991 | loss: 0.0311458 | val_loss: 0.0311641 | Time: 1629.04 ms
[2021-06-13 14:45:44 main:581] : INFO : Epoch 1992 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 1628.61 ms
[2021-06-13 14:45:45 main:581] : INFO : Epoch 1993 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 1629.24 ms
[2021-06-13 14:45:47 main:581] : INFO : Epoch 1994 | loss: 0.0311434 | val_loss: 0.0311647 | Time: 1625.11 ms
[2021-06-13 14:45:49 main:581] : INFO : Epoch 1995 | loss: 0.0311413 | val_loss: 0.0311639 | Time: 1626.3 ms
[2021-06-13 14:45:50 main:581] : INFO : Epoch 1996 | loss: 0.0311395 | val_loss: 0.031163 | Time: 1624.66 ms
[2021-06-13 14:45:52 main:581] : INFO : Epoch 1997 | loss: 0.0311393 | val_loss: 0.0311667 | Time: 1623.79 ms
[2021-06-13 14:45:54 main:581] : INFO : Epoch 1998 | loss: 0.0311418 | val_loss: 0.0311651 | Time: 1627.43 ms
[2021-06-13 14:45:55 main:581] : INFO : Epoch 1999 | loss: 0.0311477 | val_loss: 0.0311744 | Time: 1625.83 ms
[2021-06-13 14:45:57 main:581] : INFO : Epoch 2000 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 1618.18 ms
[2021-06-13 14:45:58 main:581] : INFO : Epoch 2001 | loss: 0.0311441 | val_loss: 0.031166 | Time: 1636.6 ms
[2021-06-13 14:46:00 main:581] : INFO : Epoch 2002 | loss: 0.0311438 | val_loss: 0.031174 | Time: 1643.14 ms
[2021-06-13 14:46:02 main:581] : INFO : Epoch 2003 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 1628.45 ms
[2021-06-13 14:46:03 main:581] : INFO : Epoch 2004 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 1620.15 ms
[2021-06-13 14:46:05 main:581] : INFO : Epoch 2005 | loss: 0.0311432 | val_loss: 0.0311637 | Time: 1616.78 ms
[2021-06-13 14:46:07 main:581] : INFO : Epoch 2006 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 1612.76 ms
[2021-06-13 14:46:08 main:581] : INFO : Epoch 2007 | loss: 0.0311421 | val_loss: 0.0311647 | Time: 1632.67 ms
[2021-06-13 14:46:10 main:581] : INFO : Epoch 2008 | loss: 0.0311414 | val_loss: 0.0311676 | Time: 1641.67 ms
[2021-06-13 14:46:11 main:581] : INFO : Epoch 2009 | loss: 0.0311408 | val_loss: 0.0311676 | Time: 1647.2 ms
[2021-06-13 14:46:13 main:581] : INFO : Epoch 2010 | loss: 0.0311442 | val_loss: 0.0311711 | Time: 1637.37 ms
[2021-06-13 14:46:15 main:581] : INFO : Epoch 2011 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 1637.81 ms
[2021-06-13 14:46:16 main:581] : INFO : Epoch 2012 | loss: 0.031146 | val_loss: 0.0311679 | Time: 1640.36 ms
[2021-06-13 14:46:18 main:581] : INFO : Epoch 2013 | loss: 0.0311464 | val_loss: 0.031162 | Time: 1641.13 ms
[2021-06-13 14:46:20 main:581] : INFO : Epoch 2014 | loss: 0.0311456 | val_loss: 0.0311653 | Time: 1641.13 ms
[2021-06-13 14:46:21 main:581] : INFO : Epoch 2015 | loss: 0.0311464 | val_loss: 0.0311632 | Time: 1637.49 ms
[2021-06-13 14:46:23 main:581] : INFO : Epoch 2016 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1642.92 ms
[2021-06-13 14:46:25 main:581] : INFO : Epoch 2017 | loss: 0.0311459 | val_loss: 0.0311616 | Time: 1636.92 ms
[2021-06-13 14:46:26 main:581] : INFO : Epoch 2018 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 1635.86 ms
[2021-06-13 14:46:28 main:581] : INFO : Epoch 2019 | loss: 0.0311609 | val_loss: 0.0311773 | Time: 1643.28 ms
[2021-06-13 14:46:30 main:581] : INFO : Epoch 2020 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 1642.97 ms
[2021-06-13 14:46:31 main:581] : INFO : Epoch 2021 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 1637.41 ms
[2021-06-13 14:46:33 main:581] : INFO : Epoch 2022 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 1641.74 ms
[2021-06-13 14:46:34 main:581] : INFO : Epoch 2023 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1643.3 ms
[2021-06-13 14:46:36 main:581] : INFO : Epoch 2024 | loss: 0.0311588 | val_loss: 0.0311641 | Time: 1639.6 ms
[2021-06-13 14:46:38 main:581] : INFO : Epoch 2025 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 1644.86 ms
[2021-06-13 14:46:39 main:581] : INFO : Epoch 2026 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 1638.87 ms
[2021-06-13 14:46:41 main:581] : INFO : Epoch 2027 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 1642.67 ms
[2021-06-13 14:46:43 main:581] : INFO : Epoch 2028 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 1645.42 ms
[2021-06-13 14:46:44 main:581] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.031162 | Time: 1639.21 ms
[2021-06-13 14:46:46 main:581] : INFO : Epoch 2030 | loss: 0.0311517 | val_loss: 0.0311614 | Time: 1642.86 ms
[2021-06-13 14:46:48 main:581] : INFO : Epoch 2031 | loss: 0.0311522 | val_loss: 0.0311608 | Time: 1644.33 ms
[2021-06-13 14:46:49 main:581] : INFO : Epoch 2032 | loss: 0.0311506 | val_loss: 0.0311614 | Time: 1637.1 ms
[2021-06-13 14:46:51 main:581] : INFO : Epoch 2033 | loss: 0.0311496 | val_loss: 0.03116 | Time: 1638.54 ms
[2021-06-13 14:46:53 main:581] : INFO : Epoch 2034 | loss: 0.0311501 | val_loss: 0.0311652 | Time: 1640.18 ms
[2021-06-13 14:46:54 main:581] : INFO : Epoch 2035 | loss: 0.0311489 | val_loss: 0.0311606 | Time: 1640.98 ms
[2021-06-13 14:46:56 main:581] : INFO : Epoch 2036 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 1636.38 ms
[2021-06-13 14:46:57 main:581] : INFO : Epoch 2037 | loss: 0.0311471 | val_loss: 0.031163 | Time: 1632.13 ms
[2021-06-13 14:46:59 main:581] : INFO : Epoch 2038 | loss: 0.0311488 | val_loss: 0.0311596 | Time: 1637.52 ms
[2021-06-13 14:47:01 main:581] : INFO : Epoch 2039 | loss: 0.0311465 | val_loss: 0.0311634 | Time: 1648.45 ms
[2021-06-13 14:47:02 main:581] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.0311614 | Time: 1644.77 ms
[2021-06-13 14:47:04 main:581] : INFO : Epoch 2041 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 1643.64 ms
[2021-06-13 14:47:06 main:581] : INFO : Epoch 2042 | loss: 0.0311457 | val_loss: 0.0311621 | Time: 1646.01 ms
[2021-06-13 14:47:07 main:581] : INFO : Epoch 2043 | loss: 0.0311457 | val_loss: 0.031161 | Time: 1647.85 ms
[2021-06-13 14:47:09 main:581] : INFO : Epoch 2044 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 1637.62 ms
[2021-06-13 14:47:11 main:581] : INFO : Epoch 2045 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 1636.46 ms
[2021-06-13 14:47:12 main:581] : INFO : Epoch 2046 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 1639.67 ms
[2021-06-13 14:47:14 main:581] : INFO : Epoch 2047 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 1638.95 ms
[2021-06-13 14:47:15 main:581] : INFO : Epoch 2048 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 1630.41 ms
[2021-06-13 14:47:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311681
[2021-06-13 14:47:15 main:610] : INFO : Saving end state to config to file
[2021-06-13 14:47:15 main:615] : INFO : Success, exiting..
14:47:15 (23560): 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)