Task 3862404
| Name | ParityModified-1611092004-18844-7_0 |
| Workunit | 2027754 |
| Created | 26 Jan 2021, 14:29:15 UTC |
| Sent | 26 Jan 2021, 14:29:20 UTC |
| Report deadline | 2 Feb 2021, 14:29:20 UTC |
| Received | 26 Jan 2021, 17:12:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 29 sec |
| CPU time | 1 hours 9 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 2038.29 ms [2021-01-26 17:54:30 main:574] : INFO : Epoch 1543 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2047.71 ms [2021-01-26 17:54:32 main:574] : INFO : Epoch 1544 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 2051.75 ms [2021-01-26 17:54:34 main:574] : INFO : Epoch 1545 | loss: 0.031171 | val_loss: 0.0311818 | Time: 2042.12 ms [2021-01-26 17:54:36 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311824 | Time: 2049.07 ms [2021-01-26 17:54:38 main:574] : INFO : Epoch 1547 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2042.58 ms [2021-01-26 17:54:40 main:574] : INFO : Epoch 1548 | loss: 0.0311693 | val_loss: 0.031179 | Time: 2043.54 ms [2021-01-26 17:54:43 main:574] : INFO : Epoch 1549 | loss: 0.0311691 | val_loss: 0.0311801 | Time: 2045.58 ms [2021-01-26 17:54:45 main:574] : INFO : Epoch 1550 | loss: 0.0311697 | val_loss: 0.03118 | Time: 2041.1 ms [2021-01-26 17:54:47 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2050.42 ms [2021-01-26 17:54:49 main:574] : INFO : Epoch 1552 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 2050.43 ms [2021-01-26 17:54:51 main:574] : INFO : Epoch 1553 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 2047.15 ms [2021-01-26 17:54:53 main:574] : INFO : Epoch 1554 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 2046.23 ms [2021-01-26 17:54:55 main:574] : INFO : Epoch 1555 | loss: 0.031169 | val_loss: 0.0311855 | Time: 2050.86 ms [2021-01-26 17:54:57 main:574] : INFO : Epoch 1556 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 2047.64 ms [2021-01-26 17:54:59 main:574] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 2050.07 ms [2021-01-26 17:55:01 main:574] : INFO : Epoch 1558 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 2047.59 ms [2021-01-26 17:55:03 main:574] : INFO : Epoch 1559 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 2049.51 ms [2021-01-26 17:55:05 main:574] : INFO : Epoch 1560 | loss: 0.0311681 | val_loss: 0.0311786 | Time: 2048.96 ms [2021-01-26 17:55:07 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 2041.5 ms [2021-01-26 17:55:09 main:574] : INFO : Epoch 1562 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 2044.42 ms [2021-01-26 17:55:11 main:574] : INFO : Epoch 1563 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 2048.98 ms [2021-01-26 17:55:13 main:574] : INFO : Epoch 1564 | loss: 0.0311695 | val_loss: 0.03118 | Time: 2044.12 ms [2021-01-26 17:55:15 main:574] : INFO : Epoch 1565 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2047.08 ms [2021-01-26 17:55:18 main:574] : INFO : Epoch 1566 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 2047.63 ms [2021-01-26 17:55:20 main:574] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311838 | Time: 2050.03 ms [2021-01-26 17:55:22 main:574] : INFO : Epoch 1568 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2048.46 ms [2021-01-26 17:55:24 main:574] : INFO : Epoch 1569 | loss: 0.0311709 | val_loss: 0.0311825 | Time: 2044.71 ms [2021-01-26 17:55:26 main:574] : INFO : Epoch 1570 | loss: 0.0311698 | val_loss: 0.031186 | Time: 2046.23 ms [2021-01-26 17:55:28 main:574] : INFO : Epoch 1571 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 2054.88 ms [2021-01-26 17:55:30 main:574] : INFO : Epoch 1572 | loss: 0.0311711 | val_loss: 0.0311818 | Time: 2047.27 ms [2021-01-26 17:55:32 main:574] : INFO : Epoch 1573 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 2037.35 ms [2021-01-26 17:55:34 main:574] : INFO : Epoch 1574 | loss: 0.0311708 | val_loss: 0.0311864 | Time: 2047.73 ms [2021-01-26 17:55:36 main:574] : INFO : Epoch 1575 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2042.74 ms [2021-01-26 17:55:38 main:574] : INFO : Epoch 1576 | loss: 0.0311702 | val_loss: 0.0311845 | Time: 2042.9 ms [2021-01-26 17:55:40 main:574] : INFO : Epoch 1577 | loss: 0.0311703 | val_loss: 0.0311829 | Time: 2047.3 ms [2021-01-26 17:55:42 main:574] : INFO : Epoch 1578 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 2044.79 ms [2021-01-26 17:55:44 main:574] : INFO : Epoch 1579 | loss: 0.031169 | val_loss: 0.0311812 | Time: 2047.43 ms [2021-01-26 17:55:46 main:574] : INFO : Epoch 1580 | loss: 0.0311685 | val_loss: 0.0311831 | Time: 2052.9 ms [2021-01-26 17:55:48 main:574] : INFO : Epoch 1581 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 2045.92 ms [2021-01-26 17:55:50 main:574] : INFO : Epoch 1582 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 2048.48 ms [2021-01-26 17:55:52 main:574] : INFO : Epoch 1583 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2049.07 ms [2021-01-26 17:55:55 main:574] : INFO : Epoch 1584 | loss: 0.0311684 | val_loss: 0.0311843 | Time: 2049.21 ms [2021-01-26 17:55:57 main:574] : INFO : Epoch 1585 | loss: 0.0311682 | val_loss: 0.0311792 | Time: 2046.85 ms [2021-01-26 17:55:59 main:574] : INFO : Epoch 1586 | loss: 0.0311676 | val_loss: 0.0311804 | Time: 2046.46 ms [2021-01-26 17:56:01 main:574] : INFO : Epoch 1587 | loss: 0.0311674 | val_loss: 0.0311804 | Time: 2050.56 ms [2021-01-26 17:56:03 main:574] : INFO : Epoch 1588 | loss: 0.0311662 | val_loss: 0.0311816 | Time: 2050.65 ms [2021-01-26 17:56:05 main:574] : INFO : Epoch 1589 | loss: 0.0311673 | val_loss: 0.0311819 | Time: 2046.95 ms [2021-01-26 17:56:07 main:574] : INFO : Epoch 1590 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 2045.57 ms [2021-01-26 17:56:09 main:574] : INFO : Epoch 1591 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 2051.19 ms [2021-01-26 17:56:11 main:574] : INFO : Epoch 1592 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 2047.31 ms [2021-01-26 17:56:13 main:574] : INFO : Epoch 1593 | loss: 0.031167 | val_loss: 0.0311797 | Time: 2043.45 ms [2021-01-26 17:56:15 main:574] : INFO : Epoch 1594 | loss: 0.0311677 | val_loss: 0.031181 | Time: 2045.08 ms [2021-01-26 17:56:17 main:574] : INFO : Epoch 1595 | loss: 0.0311675 | val_loss: 0.0311786 | Time: 2050.3 ms [2021-01-26 17:56:19 main:574] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 2045.48 ms [2021-01-26 17:56:21 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.0311809 | Time: 2042.81 ms [2021-01-26 17:56:23 main:574] : INFO : Epoch 1598 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 2046.3 ms [2021-01-26 17:56:25 main:574] : INFO : Epoch 1599 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 2051.43 ms [2021-01-26 17:56:27 main:574] : INFO : Epoch 1600 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 2049.53 ms [2021-01-26 17:56:30 main:574] : INFO : Epoch 1601 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 2052.29 ms [2021-01-26 17:56:32 main:574] : INFO : Epoch 1602 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 2045.7 ms [2021-01-26 17:56:34 main:574] : INFO : Epoch 1603 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 2046.17 ms [2021-01-26 17:56:36 main:574] : INFO : Epoch 1604 | loss: 0.0311665 | val_loss: 0.031183 | Time: 2047.22 ms [2021-01-26 17:56:38 main:574] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.03118 | Time: 2040.51 ms [2021-01-26 17:56:40 main:574] : INFO : Epoch 1606 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 2043.57 ms [2021-01-26 17:56:42 main:574] : INFO : Epoch 1607 | loss: 0.0311683 | val_loss: 0.0311803 | Time: 2046.09 ms [2021-01-26 17:56:44 main:574] : INFO : Epoch 1608 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 2046.42 ms [2021-01-26 17:56:46 main:574] : INFO : Epoch 1609 | loss: 0.0311672 | val_loss: 0.0311809 | Time: 2044.75 ms [2021-01-26 17:56:48 main:574] : INFO : Epoch 1610 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 2046.77 ms [2021-01-26 17:56:50 main:574] : INFO : Epoch 1611 | loss: 0.0311666 | val_loss: 0.0311804 | Time: 2048.05 ms [2021-01-26 17:56:52 main:574] : INFO : Epoch 1612 | loss: 0.0311683 | val_loss: 0.0311803 | Time: 2045.67 ms [2021-01-26 17:56:54 main:574] : INFO : Epoch 1613 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 2049.33 ms [2021-01-26 17:56:56 main:574] : INFO : Epoch 1614 | loss: 0.0311699 | val_loss: 0.031182 | Time: 2042.23 ms [2021-01-26 17:56:58 main:574] : INFO : Epoch 1615 | loss: 0.0311691 | val_loss: 0.0311837 | Time: 2047.86 ms [2021-01-26 17:57:00 main:574] : INFO : Epoch 1616 | loss: 0.031169 | val_loss: 0.0311807 | Time: 2042.19 ms [2021-01-26 17:57:02 main:574] : INFO : Epoch 1617 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 2046.28 ms [2021-01-26 17:57:04 main:574] : INFO : Epoch 1618 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 2047.48 ms [2021-01-26 17:57:07 main:574] : INFO : Epoch 1619 | loss: 0.0311661 | val_loss: 0.0311813 | Time: 2047.47 ms [2021-01-26 17:57:09 main:574] : INFO : Epoch 1620 | loss: 0.031166 | val_loss: 0.0311835 | Time: 2047.11 ms [2021-01-26 17:57:11 main:574] : INFO : Epoch 1621 | loss: 0.0311669 | val_loss: 0.0311818 | Time: 2045.2 ms [2021-01-26 17:57:13 main:574] : INFO : Epoch 1622 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 2042.61 ms [2021-01-26 17:57:15 main:574] : INFO : Epoch 1623 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 2048.37 ms [2021-01-26 17:57:17 main:574] : INFO : Epoch 1624 | loss: 0.0311652 | val_loss: 0.0311805 | Time: 2048.3 ms [2021-01-26 17:57:19 main:574] : INFO : Epoch 1625 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 2049.99 ms [2021-01-26 17:57:21 main:574] : INFO : Epoch 1626 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 2041.91 ms [2021-01-26 17:57:23 main:574] : INFO : Epoch 1627 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 2047.05 ms [2021-01-26 17:57:25 main:574] : INFO : Epoch 1628 | loss: 0.031167 | val_loss: 0.0311818 | Time: 2044.59 ms [2021-01-26 17:57:27 main:574] : INFO : Epoch 1629 | loss: 0.0311673 | val_loss: 0.0311844 | Time: 2048.3 ms [2021-01-26 17:57:29 main:574] : INFO : Epoch 1630 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 2042.32 ms [2021-01-26 17:57:31 main:574] : INFO : Epoch 1631 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 2043.43 ms [2021-01-26 17:57:33 main:574] : INFO : Epoch 1632 | loss: 0.0311661 | val_loss: 0.03118 | Time: 2041.48 ms [2021-01-26 17:57:35 main:574] : INFO : Epoch 1633 | loss: 0.031166 | val_loss: 0.0311796 | Time: 2044.8 ms [2021-01-26 17:57:37 main:574] : INFO : Epoch 1634 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 2048.7 ms [2021-01-26 17:57:39 main:574] : INFO : Epoch 1635 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 2047.25 ms [2021-01-26 17:57:41 main:574] : INFO : Epoch 1636 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 2046.33 ms [2021-01-26 17:57:44 main:574] : INFO : Epoch 1637 | loss: 0.0311666 | val_loss: 0.031179 | Time: 2043.16 ms [2021-01-26 17:57:46 main:574] : INFO : Epoch 1638 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 2044.94 ms [2021-01-26 17:57:48 main:574] : INFO : Epoch 1639 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 2052.22 ms [2021-01-26 17:57:50 main:574] : INFO : Epoch 1640 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 2042.91 ms [2021-01-26 17:57:52 main:574] : INFO : Epoch 1641 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 2047.19 ms [2021-01-26 17:57:54 main:574] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 2039.44 ms [2021-01-26 17:57:56 main:574] : INFO : Epoch 1643 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 2043.52 ms [2021-01-26 17:57:58 main:574] : INFO : Epoch 1644 | loss: 0.0311647 | val_loss: 0.0311786 | Time: 2046.31 ms [2021-01-26 17:58:00 main:574] : INFO : Epoch 1645 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 2041.56 ms [2021-01-26 17:58:02 main:574] : INFO : Epoch 1646 | loss: 0.0311644 | val_loss: 0.0311779 | Time: 2043.98 ms [2021-01-26 17:58:04 main:574] : INFO : Epoch 1647 | loss: 0.0311649 | val_loss: 0.03118 | Time: 2047.07 ms [2021-01-26 17:58:06 main:574] : INFO : Epoch 1648 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 2049.93 ms [2021-01-26 17:58:08 main:574] : INFO : Epoch 1649 | loss: 0.0311687 | val_loss: 0.0311829 | Time: 2041.03 ms [2021-01-26 17:58:10 main:574] : INFO : Epoch 1650 | loss: 0.0311687 | val_loss: 0.0311801 | Time: 2045.44 ms [2021-01-26 17:58:12 main:574] : INFO : Epoch 1651 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 2051.76 ms [2021-01-26 17:58:14 main:574] : INFO : Epoch 1652 | loss: 0.0311639 | val_loss: 0.031179 | Time: 2046.98 ms [2021-01-26 17:58:16 main:574] : INFO : Epoch 1653 | loss: 0.0311651 | val_loss: 0.031178 | Time: 2039.95 ms [2021-01-26 17:58:18 main:574] : INFO : Epoch 1654 | loss: 0.0311652 | val_loss: 0.0311814 | Time: 2047.45 ms [2021-01-26 17:58:21 main:574] : INFO : Epoch 1655 | loss: 0.0311652 | val_loss: 0.0311788 | Time: 2047.89 ms [2021-01-26 17:58:23 main:574] : INFO : Epoch 1656 | loss: 0.0311647 | val_loss: 0.0311793 | Time: 2042.25 ms [2021-01-26 17:58:25 main:574] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.0311794 | Time: 2040.27 ms [2021-01-26 17:58:27 main:574] : INFO : Epoch 1658 | loss: 0.031165 | val_loss: 0.0311773 | Time: 2037.81 ms [2021-01-26 17:58:29 main:574] : INFO : Epoch 1659 | loss: 0.031165 | val_loss: 0.0311804 | Time: 2049.25 ms [2021-01-26 17:58:31 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 2047.01 ms [2021-01-26 17:58:33 main:574] : INFO : Epoch 1661 | loss: 0.031166 | val_loss: 0.0311814 | Time: 2042.29 ms [2021-01-26 17:58:35 main:574] : INFO : Epoch 1662 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 2047.12 ms [2021-01-26 17:58:37 main:574] : INFO : Epoch 1663 | loss: 0.0311637 | val_loss: 0.0311769 | Time: 2043.84 ms [2021-01-26 17:58:39 main:574] : INFO : Epoch 1664 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 2046.06 ms [2021-01-26 17:58:41 main:574] : INFO : Epoch 1665 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 2045.47 ms [2021-01-26 17:58:43 main:574] : INFO : Epoch 1666 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2044.86 ms [2021-01-26 17:58:45 main:574] : INFO : Epoch 1667 | loss: 0.0311654 | val_loss: 0.0311797 | Time: 2048.53 ms [2021-01-26 17:58:47 main:574] : INFO : Epoch 1668 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 2047.02 ms [2021-01-26 17:58:49 main:574] : INFO : Epoch 1669 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2042.52 ms [2021-01-26 17:58:51 main:574] : INFO : Epoch 1670 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 2045.84 ms [2021-01-26 17:58:53 main:574] : INFO : Epoch 1671 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 2047.73 ms [2021-01-26 17:58:55 main:574] : INFO : Epoch 1672 | loss: 0.03117 | val_loss: 0.0311772 | Time: 2043.37 ms [2021-01-26 17:58:58 main:574] : INFO : Epoch 1673 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 2039.41 ms [2021-01-26 17:59:00 main:574] : INFO : Epoch 1674 | loss: 0.031167 | val_loss: 0.0311773 | Time: 2041.02 ms [2021-01-26 17:59:02 main:574] : INFO : Epoch 1675 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 2048.97 ms [2021-01-26 17:59:04 main:574] : INFO : Epoch 1676 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2050.85 ms [2021-01-26 17:59:06 main:574] : INFO : Epoch 1677 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 2050.64 ms [2021-01-26 17:59:08 main:574] : INFO : Epoch 1678 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 2046.67 ms [2021-01-26 17:59:10 main:574] : INFO : Epoch 1679 | loss: 0.0311657 | val_loss: 0.031177 | Time: 2053.92 ms [2021-01-26 17:59:12 main:574] : INFO : Epoch 1680 | loss: 0.0311656 | val_loss: 0.0311827 | Time: 2048.36 ms [2021-01-26 17:59:14 main:574] : INFO : Epoch 1681 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2038.23 ms [2021-01-26 17:59:16 main:574] : INFO : Epoch 1682 | loss: 0.0311652 | val_loss: 0.0311814 | Time: 2047.46 ms [2021-01-26 17:59:18 main:574] : INFO : Epoch 1683 | loss: 0.0311658 | val_loss: 0.031178 | Time: 2045.03 ms [2021-01-26 17:59:20 main:574] : INFO : Epoch 1684 | loss: 0.0311687 | val_loss: 0.0311779 | Time: 2040.89 ms [2021-01-26 17:59:22 main:574] : INFO : Epoch 1685 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 2049.15 ms [2021-01-26 17:59:24 main:574] : INFO : Epoch 1686 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 2041.3 ms [2021-01-26 17:59:26 main:574] : INFO : Epoch 1687 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 2046.2 ms [2021-01-26 17:59:28 main:574] : INFO : Epoch 1688 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 2048.8 ms [2021-01-26 17:59:30 main:574] : INFO : Epoch 1689 | loss: 0.031167 | val_loss: 0.0311792 | Time: 2049.5 ms [2021-01-26 17:59:32 main:574] : INFO : Epoch 1690 | loss: 0.0311655 | val_loss: 0.031179 | Time: 2046.41 ms [2021-01-26 17:59:35 main:574] : INFO : Epoch 1691 | loss: 0.0311649 | val_loss: 0.0311786 | Time: 2052.31 ms [2021-01-26 17:59:37 main:574] : INFO : Epoch 1692 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 2051.6 ms [2021-01-26 17:59:39 main:574] : INFO : Epoch 1693 | loss: 0.031168 | val_loss: 0.031177 | Time: 2047.65 ms [2021-01-26 17:59:41 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 2037.83 ms [2021-01-26 17:59:43 main:574] : INFO : Epoch 1695 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2043.92 ms [2021-01-26 17:59:45 main:574] : INFO : Epoch 1696 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 2046.8 ms [2021-01-26 17:59:47 main:574] : INFO : Epoch 1697 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 2041.95 ms [2021-01-26 17:59:49 main:574] : INFO : Epoch 1698 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 2047.7 ms [2021-01-26 17:59:51 main:574] : INFO : Epoch 1699 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 2045.58 ms [2021-01-26 17:59:53 main:574] : INFO : Epoch 1700 | loss: 0.0311666 | val_loss: 0.0311787 | Time: 2047.51 ms [2021-01-26 17:59:55 main:574] : INFO : Epoch 1701 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 2047.66 ms [2021-01-26 17:59:57 main:574] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311817 | Time: 2041.53 ms [2021-01-26 17:59:59 main:574] : INFO : Epoch 1703 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 2051.06 ms [2021-01-26 18:00:01 main:574] : INFO : Epoch 1704 | loss: 0.031167 | val_loss: 0.0311791 | Time: 2050.31 ms [2021-01-26 18:00:03 main:574] : INFO : Epoch 1705 | loss: 0.031167 | val_loss: 0.0311801 | Time: 2045.11 ms [2021-01-26 18:00:05 main:574] : INFO : Epoch 1706 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2042.79 ms [2021-01-26 18:00:07 main:574] : INFO : Epoch 1707 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 2048.3 ms [2021-01-26 18:00:10 main:574] : INFO : Epoch 1708 | loss: 0.0311652 | val_loss: 0.031179 | Time: 2053.27 ms [2021-01-26 18:00:12 main:574] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311781 | Time: 2047.12 ms [2021-01-26 18:00:14 main:574] : INFO : Epoch 1710 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 2040.99 ms [2021-01-26 18:00:16 main:574] : INFO : Epoch 1711 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 2047.49 ms [2021-01-26 18:00:18 main:574] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 2048.03 ms [2021-01-26 18:00:20 main:574] : INFO : Epoch 1713 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 2044.28 ms [2021-01-26 18:00:22 main:574] : INFO : Epoch 1714 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 2044.9 ms [2021-01-26 18:00:24 main:574] : INFO : Epoch 1715 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 2048.31 ms [2021-01-26 18:00:26 main:574] : INFO : Epoch 1716 | loss: 0.0311633 | val_loss: 0.0311784 | Time: 2047.53 ms [2021-01-26 18:00:28 main:574] : INFO : Epoch 1717 | loss: 0.0311638 | val_loss: 0.031178 | Time: 2044.84 ms [2021-01-26 18:00:30 main:574] : INFO : Epoch 1718 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 2045.42 ms [2021-01-26 18:00:32 main:574] : INFO : Epoch 1719 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 2055.36 ms [2021-01-26 18:00:34 main:574] : INFO : Epoch 1720 | loss: 0.0311663 | val_loss: 0.031179 | Time: 2054.54 ms [2021-01-26 18:00:37 main:574] : INFO : Epoch 1721 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 2413.3 ms [2021-01-26 18:00:39 main:574] : INFO : Epoch 1722 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 2081.99 ms [2021-01-26 18:00:41 main:574] : INFO : Epoch 1723 | loss: 0.0311654 | val_loss: 0.031177 | Time: 2066.92 ms [2021-01-26 18:00:43 main:574] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 2115.63 ms [2021-01-26 18:00:45 main:574] : INFO : Epoch 1725 | loss: 0.0311673 | val_loss: 0.031177 | Time: 2190.61 ms [2021-01-26 18:00:47 main:574] : INFO : Epoch 1726 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 2078.76 ms [2021-01-26 18:00:49 main:574] : INFO : Epoch 1727 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 2056.3 ms [2021-01-26 18:00:51 main:574] : INFO : Epoch 1728 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 2045.22 ms [2021-01-26 18:00:53 main:574] : INFO : Epoch 1729 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 2048.14 ms [2021-01-26 18:00:55 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 2045.61 ms [2021-01-26 18:00:58 main:574] : INFO : Epoch 1731 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 2043.73 ms [2021-01-26 18:01:00 main:574] : INFO : Epoch 1732 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 2041.67 ms [2021-01-26 18:01:02 main:574] : INFO : Epoch 1733 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2060.76 ms [2021-01-26 18:01:04 main:574] : INFO : Epoch 1734 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 2057.41 ms [2021-01-26 18:01:06 main:574] : INFO : Epoch 1735 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2040 ms [2021-01-26 18:01:08 main:574] : INFO : Epoch 1736 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 2044.16 ms [2021-01-26 18:01:10 main:574] : INFO : Epoch 1737 | loss: 0.0311669 | val_loss: 0.0311905 | Time: 2049.99 ms [2021-01-26 18:01:12 main:574] : INFO : Epoch 1738 | loss: 0.0311899 | val_loss: 0.0311854 | Time: 2046.73 ms [2021-01-26 18:01:14 main:574] : INFO : Epoch 1739 | loss: 0.0312007 | val_loss: 0.0311893 | Time: 2046.88 ms [2021-01-26 18:01:16 main:574] : INFO : Epoch 1740 | loss: 0.0312232 | val_loss: 0.031683 | Time: 2044.82 ms [2021-01-26 18:01:18 main:574] : INFO : Epoch 1741 | loss: 0.0314654 | val_loss: 0.0314905 | Time: 2048.37 ms [2021-01-26 18:01:20 main:574] : INFO : Epoch 1742 | loss: 0.0312649 | val_loss: 0.031204 | Time: 2049.37 ms [2021-01-26 18:01:22 main:574] : INFO : Epoch 1743 | loss: 0.031184 | val_loss: 0.0311839 | Time: 2046.06 ms [2021-01-26 18:01:24 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 2045.39 ms [2021-01-26 18:01:26 main:574] : INFO : Epoch 1745 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 2047.91 ms [2021-01-26 18:01:28 main:574] : INFO : Epoch 1746 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 2044.46 ms [2021-01-26 18:01:30 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 2043.34 ms [2021-01-26 18:01:33 main:574] : INFO : Epoch 1748 | loss: 0.0311624 | val_loss: 0.0311787 | Time: 2051.17 ms [2021-01-26 18:01:35 main:574] : INFO : Epoch 1749 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 2047.84 ms [2021-01-26 18:01:37 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311775 | Time: 2043.34 ms [2021-01-26 18:01:39 main:574] : INFO : Epoch 1751 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2043.17 ms [2021-01-26 18:01:41 main:574] : INFO : Epoch 1752 | loss: 0.0311617 | val_loss: 0.0311791 | Time: 2044.14 ms [2021-01-26 18:01:43 main:574] : INFO : Epoch 1753 | loss: 0.0311638 | val_loss: 0.0311803 | Time: 2047.78 ms [2021-01-26 18:01:45 main:574] : INFO : Epoch 1754 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 2052.87 ms [2021-01-26 18:01:47 main:574] : INFO : Epoch 1755 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 2046.88 ms [2021-01-26 18:01:49 main:574] : INFO : Epoch 1756 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 2041.9 ms [2021-01-26 18:01:51 main:574] : INFO : Epoch 1757 | loss: 0.031163 | val_loss: 0.0311793 | Time: 2043.12 ms [2021-01-26 18:01:53 main:574] : INFO : Epoch 1758 | loss: 0.0311621 | val_loss: 0.0311818 | Time: 2043.51 ms [2021-01-26 18:01:55 main:574] : INFO : Epoch 1759 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 2044.73 ms [2021-01-26 18:01:57 main:574] : INFO : Epoch 1760 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 2039.04 ms [2021-01-26 18:01:59 main:574] : INFO : Epoch 1761 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 2046.04 ms [2021-01-26 18:02:01 main:574] : INFO : Epoch 1762 | loss: 0.0311702 | val_loss: 0.0311776 | Time: 2049.48 ms [2021-01-26 18:02:03 main:574] : INFO : Epoch 1763 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 2045.02 ms [2021-01-26 18:02:05 main:574] : INFO : Epoch 1764 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 2041.76 ms [2021-01-26 18:02:07 main:574] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311761 | Time: 2045.57 ms [2021-01-26 18:02:10 main:574] : INFO : Epoch 1766 | loss: 0.0311664 | val_loss: 0.031176 | Time: 2039.99 ms [2021-01-26 18:02:12 main:574] : INFO : Epoch 1767 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 2043.45 ms [2021-01-26 18:02:14 main:574] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2046.54 ms [2021-01-26 18:02:16 main:574] : INFO : Epoch 1769 | loss: 0.031165 | val_loss: 0.0311753 | Time: 2045.7 ms [2021-01-26 18:02:18 main:574] : INFO : Epoch 1770 | loss: 0.0311646 | val_loss: 0.0311755 | Time: 2043.47 ms [2021-01-26 18:02:20 main:574] : INFO : Epoch 1771 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 2047.03 ms [2021-01-26 18:02:22 main:574] : INFO : Epoch 1772 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 2045.08 ms [2021-01-26 18:02:24 main:574] : INFO : Epoch 1773 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 2044.17 ms [2021-01-26 18:02:26 main:574] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 2041.31 ms [2021-01-26 18:02:28 main:574] : INFO : Epoch 1775 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 2045.5 ms [2021-01-26 18:02:30 main:574] : INFO : Epoch 1776 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2045 ms [2021-01-26 18:02:32 main:574] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 2045.11 ms [2021-01-26 18:02:34 main:574] : INFO : Epoch 1778 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 2048.85 ms [2021-01-26 18:02:36 main:574] : INFO : Epoch 1779 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 2049.12 ms [2021-01-26 18:02:38 main:574] : INFO : Epoch 1780 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2043.74 ms [2021-01-26 18:02:40 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 2045.49 ms [2021-01-26 18:02:42 main:574] : INFO : Epoch 1782 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 2047.06 ms [2021-01-26 18:02:44 main:574] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2045.91 ms [2021-01-26 18:02:47 main:574] : INFO : Epoch 1784 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 2049.39 ms [2021-01-26 18:02:49 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 2047.17 ms [2021-01-26 18:02:51 main:574] : INFO : Epoch 1786 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 2047.17 ms [2021-01-26 18:02:53 main:574] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.0311754 | Time: 2048.13 ms [2021-01-26 18:02:55 main:574] : INFO : Epoch 1788 | loss: 0.031165 | val_loss: 0.031178 | Time: 2038.55 ms [2021-01-26 18:02:57 main:574] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 2051.66 ms [2021-01-26 18:02:59 main:574] : INFO : Epoch 1790 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 2039.54 ms [2021-01-26 18:03:01 main:574] : INFO : Epoch 1791 | loss: 0.031164 | val_loss: 0.0311773 | Time: 2054.44 ms [2021-01-26 18:03:03 main:574] : INFO : Epoch 1792 | loss: 0.031164 | val_loss: 0.0311765 | Time: 2043.42 ms [2021-01-26 18:03:05 main:574] : INFO : Epoch 1793 | loss: 0.0311644 | val_loss: 0.0311794 | Time: 2044.23 ms [2021-01-26 18:03:07 main:574] : INFO : Epoch 1794 | loss: 0.031164 | val_loss: 0.0311783 | Time: 2042.91 ms [2021-01-26 18:03:09 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 2047.65 ms [2021-01-26 18:03:11 main:574] : INFO : Epoch 1796 | loss: 0.0311621 | val_loss: 0.0311804 | Time: 2044.78 ms [2021-01-26 18:03:13 main:574] : INFO : Epoch 1797 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 2047.75 ms [2021-01-26 18:03:15 main:574] : INFO : Epoch 1798 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 2040.86 ms [2021-01-26 18:03:17 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.031178 | Time: 2044.8 ms [2021-01-26 18:03:19 main:574] : INFO : Epoch 1800 | loss: 0.0311623 | val_loss: 0.0311834 | Time: 2039.56 ms [2021-01-26 18:03:21 main:574] : INFO : Epoch 1801 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 2050.82 ms [2021-01-26 18:03:24 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311787 | Time: 2045.94 ms [2021-01-26 18:03:26 main:574] : INFO : Epoch 1803 | loss: 0.031164 | val_loss: 0.0311801 | Time: 2045.36 ms [2021-01-26 18:03:28 main:574] : INFO : Epoch 1804 | loss: 0.031163 | val_loss: 0.0311763 | Time: 2049.2 ms [2021-01-26 18:03:30 main:574] : INFO : Epoch 1805 | loss: 0.0311629 | val_loss: 0.0311798 | Time: 2045.21 ms [2021-01-26 18:03:32 main:574] : INFO : Epoch 1806 | loss: 0.0311621 | val_loss: 0.0311763 | Time: 2043.42 ms [2021-01-26 18:03:34 main:574] : INFO : Epoch 1807 | loss: 0.0311633 | val_loss: 0.0311784 | Time: 2051.29 ms [2021-01-26 18:03:36 main:574] : INFO : Epoch 1808 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 2045.74 ms [2021-01-26 18:03:38 main:574] : INFO : Epoch 1809 | loss: 0.0311655 | val_loss: 0.0311786 | Time: 2047.22 ms [2021-01-26 18:03:40 main:574] : INFO : Epoch 1810 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2043.84 ms [2021-01-26 18:03:42 main:574] : INFO : Epoch 1811 | loss: 0.0311625 | val_loss: 0.031176 | Time: 2047.17 ms [2021-01-26 18:03:44 main:574] : INFO : Epoch 1812 | loss: 0.031162 | val_loss: 0.0311772 | Time: 2044.68 ms [2021-01-26 18:03:46 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 2046.87 ms [2021-01-26 18:03:48 main:574] : INFO : Epoch 1814 | loss: 0.0311633 | val_loss: 0.031177 | Time: 2042.49 ms [2021-01-26 18:03:50 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 2051.14 ms [2021-01-26 18:03:52 main:574] : INFO : Epoch 1816 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 2039.61 ms [2021-01-26 18:03:54 main:574] : INFO : Epoch 1817 | loss: 0.031164 | val_loss: 0.0311775 | Time: 2049.7 ms [2021-01-26 18:03:56 main:574] : INFO : Epoch 1818 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 2045.38 ms [2021-01-26 18:03:58 main:574] : INFO : Epoch 1819 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 2043.01 ms [2021-01-26 18:04:01 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311793 | Time: 2044.61 ms [2021-01-26 18:04:03 main:574] : INFO : Epoch 1821 | loss: 0.0311675 | val_loss: 0.031176 | Time: 2051.27 ms [2021-01-26 18:04:05 main:574] : INFO : Epoch 1822 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 2049.38 ms [2021-01-26 18:04:07 main:574] : INFO : Epoch 1823 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 2046.89 ms [2021-01-26 18:04:09 main:574] : INFO : Epoch 1824 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2050.97 ms [2021-01-26 18:04:11 main:574] : INFO : Epoch 1825 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 2044.04 ms [2021-01-26 18:04:13 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.031176 | Time: 2043.43 ms [2021-01-26 18:04:15 main:574] : INFO : Epoch 1827 | loss: 0.0311702 | val_loss: 0.0311827 | Time: 2043.93 ms [2021-01-26 18:04:17 main:574] : INFO : Epoch 1828 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2046.04 ms [2021-01-26 18:04:19 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 2051.24 ms [2021-01-26 18:04:21 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 2043.61 ms [2021-01-26 18:04:23 main:574] : INFO : Epoch 1831 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 2046.76 ms [2021-01-26 18:04:25 main:574] : INFO : Epoch 1832 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 2046.57 ms [2021-01-26 18:04:27 main:574] : INFO : Epoch 1833 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 2049.91 ms [2021-01-26 18:04:29 main:574] : INFO : Epoch 1834 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 2043.87 ms [2021-01-26 18:04:31 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 2050.85 ms [2021-01-26 18:04:33 main:574] : INFO : Epoch 1836 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 2048.27 ms [2021-01-26 18:04:35 main:574] : INFO : Epoch 1837 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 2051.94 ms [2021-01-26 18:04:38 main:574] : INFO : Epoch 1838 | loss: 0.0311686 | val_loss: 0.031175 | Time: 2039.05 ms [2021-01-26 18:04:40 main:574] : INFO : Epoch 1839 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 2050.79 ms [2021-01-26 18:04:42 main:574] : INFO : Epoch 1840 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2042.77 ms [2021-01-26 18:04:44 main:574] : INFO : Epoch 1841 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 2045.43 ms [2021-01-26 18:04:46 main:574] : INFO : Epoch 1842 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2040.94 ms [2021-01-26 18:04:48 main:574] : INFO : Epoch 1843 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 2046.01 ms [2021-01-26 18:04:50 main:574] : INFO : Epoch 1844 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 2045.38 ms [2021-01-26 18:04:52 main:574] : INFO : Epoch 1845 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 2045.69 ms [2021-01-26 18:04:54 main:574] : INFO : Epoch 1846 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 2043.82 ms [2021-01-26 18:04:56 main:574] : INFO : Epoch 1847 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 2051.49 ms [2021-01-26 18:04:58 main:574] : INFO : Epoch 1848 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 2045.81 ms [2021-01-26 18:05:00 main:574] : INFO : Epoch 1849 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 2054.9 ms [2021-01-26 18:05:02 main:574] : INFO : Epoch 1850 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 2043.61 ms [2021-01-26 18:05:04 main:574] : INFO : Epoch 1851 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 2049.66 ms [2021-01-26 18:05:06 main:574] : INFO : Epoch 1852 | loss: 0.0311663 | val_loss: 0.031178 | Time: 2041.3 ms [2021-01-26 18:05:08 main:574] : INFO : Epoch 1853 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 2043.74 ms [2021-01-26 18:05:10 main:574] : INFO : Epoch 1854 | loss: 0.0311756 | val_loss: 0.031179 | Time: 2040.71 ms [2021-01-26 18:05:12 main:574] : INFO : Epoch 1855 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2040.59 ms [2021-01-26 18:05:15 main:574] : INFO : Epoch 1856 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 2048.19 ms [2021-01-26 18:05:17 main:574] : INFO : Epoch 1857 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 2047.03 ms [2021-01-26 18:05:19 main:574] : INFO : Epoch 1858 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 2048.41 ms [2021-01-26 18:05:21 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 2049.31 ms [2021-01-26 18:05:23 main:574] : INFO : Epoch 1860 | loss: 0.031171 | val_loss: 0.0311773 | Time: 2046.75 ms [2021-01-26 18:05:25 main:574] : INFO : Epoch 1861 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 2043.74 ms [2021-01-26 18:05:27 main:574] : INFO : Epoch 1862 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 2046.17 ms [2021-01-26 18:05:29 main:574] : INFO : Epoch 1863 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 2043.39 ms [2021-01-26 18:05:31 main:574] : INFO : Epoch 1864 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 2039.86 ms [2021-01-26 18:05:33 main:574] : INFO : Epoch 1865 | loss: 0.031171 | val_loss: 0.0311813 | Time: 2044.28 ms [2021-01-26 18:05:35 main:574] : INFO : Epoch 1866 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 2043.68 ms [2021-01-26 18:05:37 main:574] : INFO : Epoch 1867 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 2040.26 ms [2021-01-26 18:05:39 main:574] : INFO : Epoch 1868 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 2042.05 ms [2021-01-26 18:05:41 main:574] : INFO : Epoch 1869 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 2043.94 ms [2021-01-26 18:05:43 main:574] : INFO : Epoch 1870 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 2045.07 ms [2021-01-26 18:05:45 main:574] : INFO : Epoch 1871 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2050.23 ms [2021-01-26 18:05:47 main:574] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 2043.12 ms [2021-01-26 18:05:49 main:574] : INFO : Epoch 1873 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 2047.39 ms [2021-01-26 18:05:52 main:574] : INFO : Epoch 1874 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 2042.99 ms [2021-01-26 18:05:54 main:574] : INFO : Epoch 1875 | loss: 0.031171 | val_loss: 0.0311799 | Time: 2048.76 ms [2021-01-26 18:05:56 main:574] : INFO : Epoch 1876 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 2045.33 ms [2021-01-26 18:05:58 main:574] : INFO : Epoch 1877 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 2047.07 ms [2021-01-26 18:06:00 main:574] : INFO : Epoch 1878 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2043.8 ms [2021-01-26 18:06:02 main:574] : INFO : Epoch 1879 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2045.37 ms [2021-01-26 18:06:04 main:574] : INFO : Epoch 1880 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 2045.73 ms [2021-01-26 18:06:06 main:574] : INFO : Epoch 1881 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 2040.6 ms [2021-01-26 18:06:08 main:574] : INFO : Epoch 1882 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 2047.83 ms [2021-01-26 18:06:10 main:574] : INFO : Epoch 1883 | loss: 0.0311701 | val_loss: 0.0311828 | Time: 2044.52 ms [2021-01-26 18:06:12 main:574] : INFO : Epoch 1884 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 2045.06 ms [2021-01-26 18:06:14 main:574] : INFO : Epoch 1885 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2043.05 ms [2021-01-26 18:06:16 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.031178 | Time: 2040.89 ms [2021-01-26 18:06:18 main:574] : INFO : Epoch 1887 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 2042.89 ms [2021-01-26 18:06:20 main:574] : INFO : Epoch 1888 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 2049.17 ms [2021-01-26 18:06:22 main:574] : INFO : Epoch 1889 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 2052.88 ms [2021-01-26 18:06:24 main:574] : INFO : Epoch 1890 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 2040.96 ms [2021-01-26 18:06:26 main:574] : INFO : Epoch 1891 | loss: 0.03117 | val_loss: 0.0311771 | Time: 2043.11 ms [2021-01-26 18:06:29 main:574] : INFO : Epoch 1892 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 2043.52 ms [2021-01-26 18:06:31 main:574] : INFO : Epoch 1893 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2046.07 ms [2021-01-26 18:06:33 main:574] : INFO : Epoch 1894 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 2039.9 ms [2021-01-26 18:06:35 main:574] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 2038.52 ms [2021-01-26 18:06:37 main:574] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 2046.42 ms [2021-01-26 18:06:39 main:574] : INFO : Epoch 1897 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 2043.33 ms [2021-01-26 18:06:41 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 2043.23 ms [2021-01-26 18:06:43 main:574] : INFO : Epoch 1899 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 2043.72 ms [2021-01-26 18:06:45 main:574] : INFO : Epoch 1900 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 2039.92 ms [2021-01-26 18:06:47 main:574] : INFO : Epoch 1901 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 2045.14 ms [2021-01-26 18:06:49 main:574] : INFO : Epoch 1902 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 2047.65 ms [2021-01-26 18:06:51 main:574] : INFO : Epoch 1903 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2040.23 ms [2021-01-26 18:06:53 main:574] : INFO : Epoch 1904 | loss: 0.0311718 | val_loss: 0.031179 | Time: 2044.59 ms [2021-01-26 18:06:55 main:574] : INFO : Epoch 1905 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 2044.99 ms [2021-01-26 18:06:57 main:574] : INFO : Epoch 1906 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 2046.1 ms [2021-01-26 18:06:59 main:574] : INFO : Epoch 1907 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 2050.82 ms [2021-01-26 18:07:01 main:574] : INFO : Epoch 1908 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 2047.57 ms [2021-01-26 18:07:03 main:574] : INFO : Epoch 1909 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 2041.18 ms [2021-01-26 18:07:06 main:574] : INFO : Epoch 1910 | loss: 0.03117 | val_loss: 0.0311802 | Time: 2042.68 ms [2021-01-26 18:07:08 main:574] : INFO : Epoch 1911 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 2044.28 ms [2021-01-26 18:07:10 main:574] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 2043.07 ms [2021-01-26 18:07:12 main:574] : INFO : Epoch 1913 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 2042.77 ms [2021-01-26 18:07:14 main:574] : INFO : Epoch 1914 | loss: 0.0311712 | val_loss: 0.0311805 | Time: 2041.24 ms [2021-01-26 18:07:16 main:574] : INFO : Epoch 1915 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 2048.14 ms [2021-01-26 18:07:18 main:574] : INFO : Epoch 1916 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 2044.32 ms [2021-01-26 18:07:20 main:574] : INFO : Epoch 1917 | loss: 0.031168 | val_loss: 0.0311773 | Time: 2044.77 ms [2021-01-26 18:07:22 main:574] : INFO : Epoch 1918 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2045.22 ms [2021-01-26 18:07:24 main:574] : INFO : Epoch 1919 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 2046.07 ms [2021-01-26 18:07:26 main:574] : INFO : Epoch 1920 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 2041.22 ms [2021-01-26 18:07:28 main:574] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 2046.07 ms [2021-01-26 18:07:30 main:574] : INFO : Epoch 1922 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 2042.69 ms [2021-01-26 18:07:32 main:574] : INFO : Epoch 1923 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 2049.2 ms [2021-01-26 18:07:34 main:574] : INFO : Epoch 1924 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 2046.73 ms [2021-01-26 18:07:36 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 2046.53 ms [2021-01-26 18:07:38 main:574] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 2045.79 ms [2021-01-26 18:07:40 main:574] : INFO : Epoch 1927 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 2051.58 ms [2021-01-26 18:07:42 main:574] : INFO : Epoch 1928 | loss: 0.031169 | val_loss: 0.0311758 | Time: 2048.23 ms [2021-01-26 18:07:45 main:574] : INFO : Epoch 1929 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 2047.15 ms [2021-01-26 18:07:47 main:574] : INFO : Epoch 1930 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2045.74 ms [2021-01-26 18:07:49 main:574] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.0311822 | Time: 2049.56 ms [2021-01-26 18:07:51 main:574] : INFO : Epoch 1932 | loss: 0.0311673 | val_loss: 0.0311794 | Time: 2047.39 ms [2021-01-26 18:07:53 main:574] : INFO : Epoch 1933 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2047.45 ms [2021-01-26 18:07:55 main:574] : INFO : Epoch 1934 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 2043.47 ms [2021-01-26 18:07:57 main:574] : INFO : Epoch 1935 | loss: 0.0311775 | val_loss: 0.03118 | Time: 2045.33 ms [2021-01-26 18:07:59 main:574] : INFO : Epoch 1936 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 2041.32 ms [2021-01-26 18:08:01 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311825 | Time: 2050.31 ms [2021-01-26 18:08:03 main:574] : INFO : Epoch 1938 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 2040.82 ms [2021-01-26 18:08:05 main:574] : INFO : Epoch 1939 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 2043.03 ms [2021-01-26 18:08:07 main:574] : INFO : Epoch 1940 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 2044.81 ms [2021-01-26 18:08:09 main:574] : INFO : Epoch 1941 | loss: 0.031171 | val_loss: 0.0311801 | Time: 2050.86 ms [2021-01-26 18:08:11 main:574] : INFO : Epoch 1942 | loss: 0.0311701 | val_loss: 0.0311797 | Time: 2040.57 ms [2021-01-26 18:08:13 main:574] : INFO : Epoch 1943 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 2045.57 ms [2021-01-26 18:08:15 main:574] : INFO : Epoch 1944 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2046.23 ms [2021-01-26 18:08:17 main:574] : INFO : Epoch 1945 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 2043.91 ms [2021-01-26 18:08:20 main:574] : INFO : Epoch 1946 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 2046.65 ms [2021-01-26 18:08:22 main:574] : INFO : Epoch 1947 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 2046.24 ms [2021-01-26 18:08:24 main:574] : INFO : Epoch 1948 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 2039.21 ms [2021-01-26 18:08:26 main:574] : INFO : Epoch 1949 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 2042.12 ms [2021-01-26 18:08:28 main:574] : INFO : Epoch 1950 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2049.15 ms [2021-01-26 18:08:30 main:574] : INFO : Epoch 1951 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2053.02 ms [2021-01-26 18:08:32 main:574] : INFO : Epoch 1952 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 2044.04 ms [2021-01-26 18:08:34 main:574] : INFO : Epoch 1953 | loss: 0.031172 | val_loss: 0.0311818 | Time: 2043.58 ms [2021-01-26 18:08:36 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 2052.61 ms [2021-01-26 18:08:38 main:574] : INFO : Epoch 1955 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 2042.76 ms [2021-01-26 18:08:40 main:574] : INFO : Epoch 1956 | loss: 0.031171 | val_loss: 0.0311805 | Time: 2039.45 ms [2021-01-26 18:08:42 main:574] : INFO : Epoch 1957 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 2047.47 ms [2021-01-26 18:08:44 main:574] : INFO : Epoch 1958 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 2044.56 ms [2021-01-26 18:08:46 main:574] : INFO : Epoch 1959 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2043.92 ms [2021-01-26 18:08:48 main:574] : INFO : Epoch 1960 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 2041.09 ms [2021-01-26 18:08:50 main:574] : INFO : Epoch 1961 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 2047.15 ms [2021-01-26 18:08:52 main:574] : INFO : Epoch 1962 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 2048.97 ms [2021-01-26 18:08:54 main:574] : INFO : Epoch 1963 | loss: 0.0311717 | val_loss: 0.031182 | Time: 2044.29 ms [2021-01-26 18:08:57 main:574] : INFO : Epoch 1964 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 2042.13 ms [2021-01-26 18:08:59 main:574] : INFO : Epoch 1965 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 2043.1 ms [2021-01-26 18:09:01 main:574] : INFO : Epoch 1966 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 2045.55 ms [2021-01-26 18:09:03 main:574] : INFO : Epoch 1967 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 2049.49 ms [2021-01-26 18:09:05 main:574] : INFO : Epoch 1968 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 2050.2 ms [2021-01-26 18:09:07 main:574] : INFO : Epoch 1969 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 2050.32 ms [2021-01-26 18:09:09 main:574] : INFO : Epoch 1970 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2055.68 ms [2021-01-26 18:09:11 main:574] : INFO : Epoch 1971 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 2036.01 ms [2021-01-26 18:09:13 main:574] : INFO : Epoch 1972 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 2045.63 ms [2021-01-26 18:09:15 main:574] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 2049.73 ms [2021-01-26 18:09:17 main:574] : INFO : Epoch 1974 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 2045.83 ms [2021-01-26 18:09:19 main:574] : INFO : Epoch 1975 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 2045.12 ms [2021-01-26 18:09:21 main:574] : INFO : Epoch 1976 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2043.35 ms [2021-01-26 18:09:23 main:574] : INFO : Epoch 1977 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2049.16 ms [2021-01-26 18:09:25 main:574] : INFO : Epoch 1978 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 2044.65 ms [2021-01-26 18:09:27 main:574] : INFO : Epoch 1979 | loss: 0.0311752 | val_loss: 0.03118 | Time: 2042.23 ms [2021-01-26 18:09:29 main:574] : INFO : Epoch 1980 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 2050.58 ms [2021-01-26 18:09:31 main:574] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 2042.48 ms [2021-01-26 18:09:34 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 2052.94 ms [2021-01-26 18:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2045.06 ms [2021-01-26 18:09:38 main:574] : INFO : Epoch 1984 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 2049.81 ms [2021-01-26 18:09:40 main:574] : INFO : Epoch 1985 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2047.79 ms [2021-01-26 18:09:42 main:574] : INFO : Epoch 1986 | loss: 0.0311726 | val_loss: 0.031179 | Time: 2051.61 ms [2021-01-26 18:09:44 main:574] : INFO : Epoch 1987 | loss: 0.0311719 | val_loss: 0.0311815 | Time: 2050.97 ms [2021-01-26 18:09:46 main:574] : INFO : Epoch 1988 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2046.7 ms [2021-01-26 18:09:48 main:574] : INFO : Epoch 1989 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2050.9 ms [2021-01-26 18:09:50 main:574] : INFO : Epoch 1990 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2050.83 ms [2021-01-26 18:09:52 main:574] : INFO : Epoch 1991 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 2047.26 ms [2021-01-26 18:09:54 main:574] : INFO : Epoch 1992 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2046.4 ms [2021-01-26 18:09:56 main:574] : INFO : Epoch 1993 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 2049.6 ms [2021-01-26 18:09:58 main:574] : INFO : Epoch 1994 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2047.97 ms [2021-01-26 18:10:00 main:574] : INFO : Epoch 1995 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 2051.23 ms [2021-01-26 18:10:02 main:574] : INFO : Epoch 1996 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 2043.01 ms [2021-01-26 18:10:04 main:574] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.031178 | Time: 2050.82 ms [2021-01-26 18:10:06 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 2043.81 ms [2021-01-26 18:10:09 main:574] : INFO : Epoch 1999 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 2044.82 ms [2021-01-26 18:10:11 main:574] : INFO : Epoch 2000 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 2052.65 ms [2021-01-26 18:10:13 main:574] : INFO : Epoch 2001 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2049.13 ms [2021-01-26 18:10:15 main:574] : INFO : Epoch 2002 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 2046.47 ms [2021-01-26 18:10:17 main:574] : INFO : Epoch 2003 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 2041.41 ms [2021-01-26 18:10:19 main:574] : INFO : Epoch 2004 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 2049.37 ms [2021-01-26 18:10:21 main:574] : INFO : Epoch 2005 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2048.42 ms [2021-01-26 18:10:23 main:574] : INFO : Epoch 2006 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 2050.27 ms [2021-01-26 18:10:25 main:574] : INFO : Epoch 2007 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 2044.93 ms [2021-01-26 18:10:27 main:574] : INFO : Epoch 2008 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2047.58 ms [2021-01-26 18:10:29 main:574] : INFO : Epoch 2009 | loss: 0.031171 | val_loss: 0.0311778 | Time: 2052.61 ms [2021-01-26 18:10:31 main:574] : INFO : Epoch 2010 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 2046.05 ms [2021-01-26 18:10:33 main:574] : INFO : Epoch 2011 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 2044.12 ms [2021-01-26 18:10:35 main:574] : INFO : Epoch 2012 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2044.12 ms [2021-01-26 18:10:37 main:574] : INFO : Epoch 2013 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 2047.09 ms [2021-01-26 18:10:39 main:574] : INFO : Epoch 2014 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 2042.5 ms [2021-01-26 18:10:41 main:574] : INFO : Epoch 2015 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 2046.99 ms [2021-01-26 18:10:43 main:574] : INFO : Epoch 2016 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2048.09 ms [2021-01-26 18:10:46 main:574] : INFO : Epoch 2017 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 2053.55 ms [2021-01-26 18:10:48 main:574] : INFO : Epoch 2018 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 2040.63 ms [2021-01-26 18:10:50 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 2048.73 ms [2021-01-26 18:10:52 main:574] : INFO : Epoch 2020 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 2046.82 ms [2021-01-26 18:10:54 main:574] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 2047.62 ms [2021-01-26 18:10:56 main:574] : INFO : Epoch 2022 | loss: 0.0311708 | val_loss: 0.0311866 | Time: 2045.58 ms [2021-01-26 18:10:58 main:574] : INFO : Epoch 2023 | loss: 0.0311757 | val_loss: 0.0311853 | Time: 2041.26 ms [2021-01-26 18:11:00 main:574] : INFO : Epoch 2024 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 2050.18 ms [2021-01-26 18:11:02 main:574] : INFO : Epoch 2025 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 2045.36 ms [2021-01-26 18:11:04 main:574] : INFO : Epoch 2026 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 2045.27 ms [2021-01-26 18:11:06 main:574] : INFO : Epoch 2027 | loss: 0.031169 | val_loss: 0.0311768 | Time: 2040.63 ms [2021-01-26 18:11:08 main:574] : INFO : Epoch 2028 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2048.58 ms [2021-01-26 18:11:10 main:574] : INFO : Epoch 2029 | loss: 0.0311679 | val_loss: 0.031177 | Time: 2052.62 ms [2021-01-26 18:11:12 main:574] : INFO : Epoch 2030 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 2045.14 ms [2021-01-26 18:11:14 main:574] : INFO : Epoch 2031 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 2042.27 ms [2021-01-26 18:11:16 main:574] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 2050.62 ms [2021-01-26 18:11:18 main:574] : INFO : Epoch 2033 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2045.78 ms [2021-01-26 18:11:21 main:574] : INFO : Epoch 2034 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 2047.03 ms [2021-01-26 18:11:23 main:574] : INFO : Epoch 2035 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 2047.53 ms [2021-01-26 18:11:25 main:574] : INFO : Epoch 2036 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 2047.53 ms [2021-01-26 18:11:27 main:574] : INFO : Epoch 2037 | loss: 0.0311753 | val_loss: 0.031176 | Time: 2053.13 ms [2021-01-26 18:11:29 main:574] : INFO : Epoch 2038 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 2044.32 ms [2021-01-26 18:11:31 main:574] : INFO : Epoch 2039 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 2048.14 ms [2021-01-26 18:11:33 main:574] : INFO : Epoch 2040 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 2050.19 ms [2021-01-26 18:11:35 main:574] : INFO : Epoch 2041 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2053.96 ms [2021-01-26 18:11:37 main:574] : INFO : Epoch 2042 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 2045.05 ms [2021-01-26 18:11:39 main:574] : INFO : Epoch 2043 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2048.82 ms [2021-01-26 18:11:41 main:574] : INFO : Epoch 2044 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2046.89 ms [2021-01-26 18:11:43 main:574] : INFO : Epoch 2045 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2045.16 ms [2021-01-26 18:11:45 main:574] : INFO : Epoch 2046 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 2044.45 ms [2021-01-26 18:11:47 main:574] : INFO : Epoch 2047 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 2049.59 ms [2021-01-26 18:11:49 main:574] : INFO : Epoch 2048 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2048.42 ms [2021-01-26 18:11:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311789 [2021-01-26 18:11:49 main:603] : INFO : Saving end state to config to file [2021-01-26 18:11:49 main:608] : INFO : Success, exiting.. 18:11:49 (28084): 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)