Task 3752433
| Name | ParityModified-1608176374-16588-5_2 |
| Workunit | 1838501 |
| Created | 21 Jan 2021, 21:46:47 UTC |
| Sent | 21 Jan 2021, 21:47:25 UTC |
| Report deadline | 28 Jan 2021, 21:47:25 UTC |
| Received | 22 Jan 2021, 8:27:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 37 sec |
| CPU time | 2 hours 54 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311667 | val_loss: 0.031177 | Time: 5689.4 ms [2021-01-21 22:37:42 main:574] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 5655.51 ms [2021-01-21 22:37:48 main:574] : INFO : Epoch 1544 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 5662.63 ms [2021-01-21 22:37:53 main:574] : INFO : Epoch 1545 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 5699.25 ms [2021-01-21 22:37:59 main:574] : INFO : Epoch 1546 | loss: 0.031166 | val_loss: 0.0311764 | Time: 5749.65 ms [2021-01-21 22:38:05 main:574] : INFO : Epoch 1547 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 5699.56 ms [2021-01-21 22:38:11 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 5678.3 ms [2021-01-21 22:38:17 main:574] : INFO : Epoch 1549 | loss: 0.031173 | val_loss: 0.0311795 | Time: 5723.09 ms [2021-01-21 22:38:22 main:574] : INFO : Epoch 1550 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 5665.68 ms [2021-01-21 22:38:28 main:574] : INFO : Epoch 1551 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 5713.62 ms [2021-01-21 22:38:34 main:574] : INFO : Epoch 1552 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 5807.46 ms [2021-01-21 22:38:40 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 5665.67 ms [2021-01-21 22:38:45 main:574] : INFO : Epoch 1554 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 5651.22 ms [2021-01-21 22:38:51 main:574] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 5661.36 ms [2021-01-21 22:38:57 main:574] : INFO : Epoch 1556 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 5710.13 ms [2021-01-21 22:39:03 main:574] : INFO : Epoch 1557 | loss: 0.0311683 | val_loss: 0.0311811 | Time: 5649.24 ms [2021-01-21 22:39:08 main:574] : INFO : Epoch 1558 | loss: 0.031167 | val_loss: 0.0311778 | Time: 5688.03 ms [2021-01-21 22:39:14 main:574] : INFO : Epoch 1559 | loss: 0.0311649 | val_loss: 0.0311792 | Time: 5672.25 ms [2021-01-21 22:39:20 main:574] : INFO : Epoch 1560 | loss: 0.0311641 | val_loss: 0.0311787 | Time: 5679.23 ms [2021-01-21 22:39:26 main:574] : INFO : Epoch 1561 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 5676.37 ms [2021-01-21 22:39:31 main:574] : INFO : Epoch 1562 | loss: 0.0311655 | val_loss: 0.0311797 | Time: 5656.59 ms [2021-01-21 22:39:37 main:574] : INFO : Epoch 1563 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 5676.14 ms [2021-01-21 22:39:43 main:574] : INFO : Epoch 1564 | loss: 0.031167 | val_loss: 0.0311876 | Time: 5661.53 ms [2021-01-21 22:39:49 main:574] : INFO : Epoch 1565 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 5795.93 ms [2021-01-21 22:39:55 main:574] : INFO : Epoch 1566 | loss: 0.031166 | val_loss: 0.0311882 | Time: 5666.86 ms [2021-01-21 22:40:00 main:574] : INFO : Epoch 1567 | loss: 0.0311659 | val_loss: 0.0311808 | Time: 5656.49 ms [2021-01-21 22:40:06 main:574] : INFO : Epoch 1568 | loss: 0.0311633 | val_loss: 0.0311804 | Time: 5694.32 ms [2021-01-21 22:40:13 main:574] : INFO : Epoch 1569 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 5656.4 ms [2021-01-21 22:40:18 main:574] : INFO : Epoch 1570 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 5655.24 ms [2021-01-21 22:40:24 main:574] : INFO : Epoch 1571 | loss: 0.0311631 | val_loss: 0.0311847 | Time: 5735.16 ms [2021-01-21 22:40:30 main:574] : INFO : Epoch 1572 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 5658.85 ms [2021-01-21 22:40:36 main:574] : INFO : Epoch 1573 | loss: 0.0311634 | val_loss: 0.0311826 | Time: 5732.25 ms [2021-01-21 22:40:41 main:574] : INFO : Epoch 1574 | loss: 0.0311634 | val_loss: 0.0311808 | Time: 5674.32 ms [2021-01-21 22:40:47 main:574] : INFO : Epoch 1575 | loss: 0.0311635 | val_loss: 0.0311834 | Time: 5664.71 ms [2021-01-21 22:40:53 main:574] : INFO : Epoch 1576 | loss: 0.0311643 | val_loss: 0.0311813 | Time: 5730.75 ms [2021-01-21 22:40:59 main:574] : INFO : Epoch 1577 | loss: 0.0311656 | val_loss: 0.0311866 | Time: 5694.78 ms [2021-01-21 22:41:05 main:574] : INFO : Epoch 1578 | loss: 0.0311635 | val_loss: 0.0311786 | Time: 5727.32 ms [2021-01-21 22:41:10 main:574] : INFO : Epoch 1579 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 5671.9 ms [2021-01-21 22:41:16 main:574] : INFO : Epoch 1580 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 5721.32 ms [2021-01-21 22:41:22 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311818 | Time: 5662.8 ms [2021-01-21 22:41:28 main:574] : INFO : Epoch 1582 | loss: 0.0311626 | val_loss: 0.03118 | Time: 5679.97 ms [2021-01-21 22:41:34 main:574] : INFO : Epoch 1583 | loss: 0.0311635 | val_loss: 0.0311861 | Time: 5718.32 ms [2021-01-21 22:41:39 main:574] : INFO : Epoch 1584 | loss: 0.0311645 | val_loss: 0.0311807 | Time: 5677.11 ms [2021-01-21 22:41:45 main:574] : INFO : Epoch 1585 | loss: 0.0311657 | val_loss: 0.0311818 | Time: 5656.43 ms [2021-01-21 22:41:51 main:574] : INFO : Epoch 1586 | loss: 0.03117 | val_loss: 0.0311835 | Time: 5678.63 ms [2021-01-21 22:41:57 main:574] : INFO : Epoch 1587 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 5806.62 ms [2021-01-21 22:42:03 main:574] : INFO : Epoch 1588 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 5685.12 ms [2021-01-21 22:42:08 main:574] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311816 | Time: 5669.87 ms [2021-01-21 22:42:14 main:574] : INFO : Epoch 1590 | loss: 0.0311655 | val_loss: 0.0311819 | Time: 5656.36 ms [2021-01-21 22:42:20 main:574] : INFO : Epoch 1591 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 5769.45 ms [2021-01-21 22:42:26 main:574] : INFO : Epoch 1592 | loss: 0.0311652 | val_loss: 0.0311786 | Time: 5649.59 ms [2021-01-21 22:42:31 main:574] : INFO : Epoch 1593 | loss: 0.0311668 | val_loss: 0.0311852 | Time: 5673.79 ms [2021-01-21 22:42:37 main:574] : INFO : Epoch 1594 | loss: 0.0311656 | val_loss: 0.0311804 | Time: 5673.36 ms [2021-01-21 22:42:43 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0311833 | Time: 5659.04 ms [2021-01-21 22:42:49 main:574] : INFO : Epoch 1596 | loss: 0.0311649 | val_loss: 0.0311789 | Time: 5683.87 ms [2021-01-21 22:42:55 main:574] : INFO : Epoch 1597 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 5731.8 ms [2021-01-21 22:43:00 main:574] : INFO : Epoch 1598 | loss: 0.031165 | val_loss: 0.0311803 | Time: 5663.38 ms [2021-01-21 22:43:06 main:574] : INFO : Epoch 1599 | loss: 0.0311643 | val_loss: 0.0311804 | Time: 5670.75 ms [2021-01-21 22:43:12 main:574] : INFO : Epoch 1600 | loss: 0.0311618 | val_loss: 0.0311813 | Time: 5665.99 ms [2021-01-21 22:43:18 main:574] : INFO : Epoch 1601 | loss: 0.0311619 | val_loss: 0.0311792 | Time: 5667.69 ms [2021-01-21 22:43:23 main:574] : INFO : Epoch 1602 | loss: 0.0311622 | val_loss: 0.0311807 | Time: 5655.72 ms [2021-01-21 22:43:29 main:574] : INFO : Epoch 1603 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 5658.6 ms [2021-01-21 22:43:35 main:574] : INFO : Epoch 1604 | loss: 0.031162 | val_loss: 0.0311791 | Time: 5690.47 ms [2021-01-21 22:43:41 main:574] : INFO : Epoch 1605 | loss: 0.0311613 | val_loss: 0.0311874 | Time: 5650.04 ms [2021-01-21 22:43:46 main:574] : INFO : Epoch 1606 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 5650.02 ms [2021-01-21 22:43:52 main:574] : INFO : Epoch 1607 | loss: 0.0311628 | val_loss: 0.0311822 | Time: 5659.01 ms [2021-01-21 22:43:58 main:574] : INFO : Epoch 1608 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 5676.62 ms [2021-01-21 22:44:04 main:574] : INFO : Epoch 1609 | loss: 0.0311658 | val_loss: 0.0311868 | Time: 5707.77 ms [2021-01-21 22:44:10 main:574] : INFO : Epoch 1610 | loss: 0.0311642 | val_loss: 0.0311804 | Time: 5698.32 ms [2021-01-21 22:44:15 main:574] : INFO : Epoch 1611 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 5675.6 ms [2021-01-21 22:44:21 main:574] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.0311821 | Time: 5674.45 ms [2021-01-21 22:44:27 main:574] : INFO : Epoch 1613 | loss: 0.031161 | val_loss: 0.0311914 | Time: 5699.52 ms [2021-01-21 22:44:33 main:574] : INFO : Epoch 1614 | loss: 0.0311633 | val_loss: 0.0311823 | Time: 5736.26 ms [2021-01-21 22:44:39 main:574] : INFO : Epoch 1615 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 5681.27 ms [2021-01-21 22:44:44 main:574] : INFO : Epoch 1616 | loss: 0.0311622 | val_loss: 0.0311853 | Time: 5667.33 ms [2021-01-21 22:44:50 main:574] : INFO : Epoch 1617 | loss: 0.0311611 | val_loss: 0.0311807 | Time: 5659.67 ms [2021-01-21 22:44:56 main:574] : INFO : Epoch 1618 | loss: 0.0311608 | val_loss: 0.031181 | Time: 5715.01 ms [2021-01-21 22:45:02 main:574] : INFO : Epoch 1619 | loss: 0.0311614 | val_loss: 0.03118 | Time: 5654.64 ms [2021-01-21 22:45:08 main:574] : INFO : Epoch 1620 | loss: 0.0311628 | val_loss: 0.0311807 | Time: 5700.32 ms [2021-01-21 22:45:13 main:574] : INFO : Epoch 1621 | loss: 0.0311612 | val_loss: 0.0311817 | Time: 5667.73 ms [2021-01-21 22:45:19 main:574] : INFO : Epoch 1622 | loss: 0.0311646 | val_loss: 0.0311818 | Time: 5702.12 ms [2021-01-21 22:45:25 main:574] : INFO : Epoch 1623 | loss: 0.0311602 | val_loss: 0.0311821 | Time: 5657.05 ms [2021-01-21 22:45:31 main:574] : INFO : Epoch 1624 | loss: 0.0311619 | val_loss: 0.0311784 | Time: 5692.63 ms [2021-01-21 22:45:36 main:574] : INFO : Epoch 1625 | loss: 0.0311625 | val_loss: 0.0311815 | Time: 5762.01 ms [2021-01-21 22:45:42 main:574] : INFO : Epoch 1626 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 5660.33 ms [2021-01-21 22:45:48 main:574] : INFO : Epoch 1627 | loss: 0.031163 | val_loss: 0.0311837 | Time: 5678.15 ms [2021-01-21 22:45:54 main:574] : INFO : Epoch 1628 | loss: 0.0311611 | val_loss: 0.03118 | Time: 5654.11 ms [2021-01-21 22:45:59 main:574] : INFO : Epoch 1629 | loss: 0.0311613 | val_loss: 0.0311823 | Time: 5682.08 ms [2021-01-21 22:46:05 main:574] : INFO : Epoch 1630 | loss: 0.0311613 | val_loss: 0.0311796 | Time: 5699.5 ms [2021-01-21 22:46:11 main:574] : INFO : Epoch 1631 | loss: 0.0311607 | val_loss: 0.03118 | Time: 5699.71 ms [2021-01-21 22:46:17 main:574] : INFO : Epoch 1632 | loss: 0.0311608 | val_loss: 0.0311788 | Time: 5664.92 ms [2021-01-21 22:46:22 main:574] : INFO : Epoch 1633 | loss: 0.0311633 | val_loss: 0.0311799 | Time: 5745.6 ms [2021-01-21 22:46:28 main:574] : INFO : Epoch 1634 | loss: 0.031166 | val_loss: 0.0311839 | Time: 5785.57 ms [2021-01-21 22:46:34 main:574] : INFO : Epoch 1635 | loss: 0.0311639 | val_loss: 0.0311845 | Time: 5692.45 ms [2021-01-21 22:46:40 main:574] : INFO : Epoch 1636 | loss: 0.0311627 | val_loss: 0.0311906 | Time: 5721.2 ms [2021-01-21 22:46:46 main:574] : INFO : Epoch 1637 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 5651.3 ms [2021-01-21 22:46:51 main:574] : INFO : Epoch 1638 | loss: 0.0311602 | val_loss: 0.0311822 | Time: 5652.91 ms [2021-01-21 22:46:57 main:574] : INFO : Epoch 1639 | loss: 0.0311607 | val_loss: 0.0311787 | Time: 5660.6 ms [2021-01-21 22:47:03 main:574] : INFO : Epoch 1640 | loss: 0.0311595 | val_loss: 0.0311801 | Time: 5706.8 ms [2021-01-21 22:47:08 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311819 | Time: 5661.41 ms [2021-01-21 22:47:14 main:574] : INFO : Epoch 1642 | loss: 0.0311601 | val_loss: 0.0311854 | Time: 5654.24 ms [2021-01-21 22:47:20 main:574] : INFO : Epoch 1643 | loss: 0.0311612 | val_loss: 0.0311834 | Time: 5655.17 ms [2021-01-21 22:47:26 main:574] : INFO : Epoch 1644 | loss: 0.0311605 | val_loss: 0.0311814 | Time: 5746.04 ms [2021-01-21 22:47:32 main:574] : INFO : Epoch 1645 | loss: 0.0311592 | val_loss: 0.0311792 | Time: 5730.68 ms [2021-01-21 22:47:37 main:574] : INFO : Epoch 1646 | loss: 0.0311588 | val_loss: 0.0311849 | Time: 5654.97 ms [2021-01-21 22:47:43 main:574] : INFO : Epoch 1647 | loss: 0.0311587 | val_loss: 0.0311819 | Time: 5707.73 ms [2021-01-21 22:47:49 main:574] : INFO : Epoch 1648 | loss: 0.0311596 | val_loss: 0.0311803 | Time: 5661.56 ms [2021-01-21 22:47:55 main:574] : INFO : Epoch 1649 | loss: 0.0311628 | val_loss: 0.0311803 | Time: 5678.35 ms [2021-01-21 22:48:00 main:574] : INFO : Epoch 1650 | loss: 0.0311629 | val_loss: 0.03119 | Time: 5700.14 ms [2021-01-21 22:48:06 main:574] : INFO : Epoch 1651 | loss: 0.0311656 | val_loss: 0.031181 | Time: 5680.07 ms [2021-01-21 22:48:12 main:574] : INFO : Epoch 1652 | loss: 0.0311601 | val_loss: 0.0311814 | Time: 5667.53 ms [2021-01-21 22:48:18 main:574] : INFO : Epoch 1653 | loss: 0.0311613 | val_loss: 0.0311843 | Time: 5701.27 ms [2021-01-21 22:48:23 main:574] : INFO : Epoch 1654 | loss: 0.0311611 | val_loss: 0.0311806 | Time: 5673.4 ms [2021-01-21 22:48:29 main:574] : INFO : Epoch 1655 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 5699.07 ms [2021-01-21 22:48:35 main:574] : INFO : Epoch 1656 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 5729.94 ms [2021-01-21 22:48:41 main:574] : INFO : Epoch 1657 | loss: 0.0311618 | val_loss: 0.0311818 | Time: 5650.85 ms [2021-01-21 22:48:47 main:574] : INFO : Epoch 1658 | loss: 0.0311611 | val_loss: 0.0311839 | Time: 5694.84 ms [2021-01-21 22:48:52 main:574] : INFO : Epoch 1659 | loss: 0.0311648 | val_loss: 0.0311828 | Time: 5716.16 ms [2021-01-21 22:48:58 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.0311846 | Time: 5744.57 ms [2021-01-21 22:49:04 main:574] : INFO : Epoch 1661 | loss: 0.0311633 | val_loss: 0.0311859 | Time: 5669.39 ms [2021-01-21 22:49:10 main:574] : INFO : Epoch 1662 | loss: 0.031164 | val_loss: 0.0311801 | Time: 5735.3 ms [2021-01-21 22:49:16 main:574] : INFO : Epoch 1663 | loss: 0.0311611 | val_loss: 0.0311827 | Time: 5755.03 ms [2021-01-21 22:49:21 main:574] : INFO : Epoch 1664 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 5694.77 ms [2021-01-21 22:49:27 main:574] : INFO : Epoch 1665 | loss: 0.0311612 | val_loss: 0.0311803 | Time: 5715.89 ms [2021-01-21 22:49:33 main:574] : INFO : Epoch 1666 | loss: 0.0311608 | val_loss: 0.0311779 | Time: 5652.03 ms [2021-01-21 22:49:39 main:574] : INFO : Epoch 1667 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 5649.41 ms [2021-01-21 22:49:44 main:574] : INFO : Epoch 1668 | loss: 0.0311626 | val_loss: 0.031191 | Time: 5685.07 ms [2021-01-21 22:49:50 main:574] : INFO : Epoch 1669 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 5688.2 ms [2021-01-21 22:49:56 main:574] : INFO : Epoch 1670 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 5654.45 ms [2021-01-21 22:50:02 main:574] : INFO : Epoch 1671 | loss: 0.0311599 | val_loss: 0.0311802 | Time: 5663.66 ms [2021-01-21 22:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0311592 | val_loss: 0.0311816 | Time: 5749.92 ms [2021-01-21 22:50:13 main:574] : INFO : Epoch 1673 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 5777.04 ms [2021-01-21 22:50:19 main:574] : INFO : Epoch 1674 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 5665 ms [2021-01-21 22:50:25 main:574] : INFO : Epoch 1675 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 5729.51 ms [2021-01-21 22:50:30 main:574] : INFO : Epoch 1676 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 5683.06 ms [2021-01-21 22:50:36 main:574] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 5731.54 ms [2021-01-21 22:50:42 main:574] : INFO : Epoch 1678 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 5666.06 ms [2021-01-21 22:50:48 main:574] : INFO : Epoch 1679 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 5693.05 ms [2021-01-21 22:50:54 main:574] : INFO : Epoch 1680 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 5658.95 ms [2021-01-21 22:50:59 main:574] : INFO : Epoch 1681 | loss: 0.0311621 | val_loss: 0.0311776 | Time: 5721.65 ms [2021-01-21 22:51:05 main:574] : INFO : Epoch 1682 | loss: 0.0311629 | val_loss: 0.0311768 | Time: 5662.88 ms [2021-01-21 22:51:11 main:574] : INFO : Epoch 1683 | loss: 0.0311613 | val_loss: 0.0311785 | Time: 5721.5 ms [2021-01-21 22:51:17 main:574] : INFO : Epoch 1684 | loss: 0.031162 | val_loss: 0.0311793 | Time: 5653.73 ms [2021-01-21 22:51:22 main:574] : INFO : Epoch 1685 | loss: 0.031161 | val_loss: 0.0311774 | Time: 5715.98 ms [2021-01-21 22:51:28 main:574] : INFO : Epoch 1686 | loss: 0.0311598 | val_loss: 0.0311788 | Time: 5702.5 ms [2021-01-21 22:51:34 main:574] : INFO : Epoch 1687 | loss: 0.0311595 | val_loss: 0.0311784 | Time: 5708.11 ms [2021-01-21 22:51:40 main:574] : INFO : Epoch 1688 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 5679.8 ms [2021-01-21 22:51:45 main:574] : INFO : Epoch 1689 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 5665.26 ms [2021-01-21 22:51:51 main:574] : INFO : Epoch 1690 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 5683.99 ms [2021-01-21 22:51:57 main:574] : INFO : Epoch 1691 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 5676.46 ms [2021-01-21 22:52:03 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311808 | Time: 5655.5 ms [2021-01-21 22:52:08 main:574] : INFO : Epoch 1693 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 5672.13 ms [2021-01-21 22:52:14 main:574] : INFO : Epoch 1694 | loss: 0.03116 | val_loss: 0.0311804 | Time: 5667.22 ms [2021-01-21 22:52:20 main:574] : INFO : Epoch 1695 | loss: 0.0311609 | val_loss: 0.031178 | Time: 5740.08 ms [2021-01-21 22:52:26 main:574] : INFO : Epoch 1696 | loss: 0.03116 | val_loss: 0.0311797 | Time: 5669.25 ms [2021-01-21 22:52:32 main:574] : INFO : Epoch 1697 | loss: 0.0311615 | val_loss: 0.0311806 | Time: 5760.65 ms [2021-01-21 22:52:37 main:574] : INFO : Epoch 1698 | loss: 0.0311604 | val_loss: 0.0311779 | Time: 5711.44 ms [2021-01-21 22:52:43 main:574] : INFO : Epoch 1699 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 5687.59 ms [2021-01-21 22:52:49 main:574] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 5671.22 ms [2021-01-21 22:52:55 main:574] : INFO : Epoch 1701 | loss: 0.0311605 | val_loss: 0.0311805 | Time: 5734.25 ms [2021-01-21 22:53:00 main:574] : INFO : Epoch 1702 | loss: 0.0311592 | val_loss: 0.0311779 | Time: 5653.28 ms [2021-01-21 22:53:06 main:574] : INFO : Epoch 1703 | loss: 0.0311608 | val_loss: 0.0311841 | Time: 5689.85 ms [2021-01-21 22:53:12 main:574] : INFO : Epoch 1704 | loss: 0.0311626 | val_loss: 0.0311795 | Time: 5756.87 ms [2021-01-21 22:53:18 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 5724.53 ms [2021-01-21 22:53:24 main:574] : INFO : Epoch 1706 | loss: 0.0311599 | val_loss: 0.0311771 | Time: 5726.16 ms [2021-01-21 22:53:29 main:574] : INFO : Epoch 1707 | loss: 0.0311598 | val_loss: 0.0311819 | Time: 5656.04 ms [2021-01-21 22:53:35 main:574] : INFO : Epoch 1708 | loss: 0.0311608 | val_loss: 0.0311828 | Time: 5739.87 ms [2021-01-21 22:53:41 main:574] : INFO : Epoch 1709 | loss: 0.0311622 | val_loss: 0.0311836 | Time: 5696.29 ms [2021-01-21 22:53:47 main:574] : INFO : Epoch 1710 | loss: 0.0311585 | val_loss: 0.0311794 | Time: 5681.76 ms [2021-01-21 22:53:52 main:574] : INFO : Epoch 1711 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 5666.57 ms [2021-01-21 22:53:58 main:574] : INFO : Epoch 1712 | loss: 0.0311588 | val_loss: 0.0311846 | Time: 5663.73 ms [2021-01-21 22:54:04 main:574] : INFO : Epoch 1713 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 5666.5 ms [2021-01-21 22:54:10 main:574] : INFO : Epoch 1714 | loss: 0.0311604 | val_loss: 0.0311791 | Time: 5702.98 ms [2021-01-21 22:54:16 main:574] : INFO : Epoch 1715 | loss: 0.0311614 | val_loss: 0.0311839 | Time: 5749.64 ms [2021-01-21 22:54:21 main:574] : INFO : Epoch 1716 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 5676.05 ms [2021-01-21 22:54:27 main:574] : INFO : Epoch 1717 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 5749.53 ms [2021-01-21 22:54:33 main:574] : INFO : Epoch 1718 | loss: 0.0311601 | val_loss: 0.03118 | Time: 5719.19 ms [2021-01-21 22:54:39 main:574] : INFO : Epoch 1719 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 5682.69 ms [2021-01-21 22:54:45 main:574] : INFO : Epoch 1720 | loss: 0.0311623 | val_loss: 0.0311815 | Time: 5695.13 ms [2021-01-21 22:54:50 main:574] : INFO : Epoch 1721 | loss: 0.03116 | val_loss: 0.0311806 | Time: 5712.95 ms [2021-01-21 22:54:56 main:574] : INFO : Epoch 1722 | loss: 0.0311602 | val_loss: 0.0311812 | Time: 5692.61 ms [2021-01-21 22:55:02 main:574] : INFO : Epoch 1723 | loss: 0.0311602 | val_loss: 0.0311773 | Time: 5685.35 ms [2021-01-21 22:55:08 main:574] : INFO : Epoch 1724 | loss: 0.0311599 | val_loss: 0.0311816 | Time: 5660.94 ms [2021-01-21 22:55:13 main:574] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 5694.94 ms [2021-01-21 22:55:19 main:574] : INFO : Epoch 1726 | loss: 0.0311637 | val_loss: 0.0311899 | Time: 5692.69 ms [2021-01-21 22:55:25 main:574] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.0311795 | Time: 5700.29 ms [2021-01-21 22:55:31 main:574] : INFO : Epoch 1728 | loss: 0.031158 | val_loss: 0.0311792 | Time: 5679.37 ms [2021-01-21 22:55:37 main:574] : INFO : Epoch 1729 | loss: 0.031158 | val_loss: 0.0311787 | Time: 5769.81 ms [2021-01-21 22:55:42 main:574] : INFO : Epoch 1730 | loss: 0.0311612 | val_loss: 0.031184 | Time: 5657.64 ms [2021-01-21 22:55:48 main:574] : INFO : Epoch 1731 | loss: 0.0311603 | val_loss: 0.0311795 | Time: 5744.33 ms [2021-01-21 22:55:54 main:574] : INFO : Epoch 1732 | loss: 0.0311626 | val_loss: 0.0311874 | Time: 5679.99 ms [2021-01-21 22:56:00 main:574] : INFO : Epoch 1733 | loss: 0.0311663 | val_loss: 0.0311838 | Time: 5713.18 ms [2021-01-21 22:56:05 main:574] : INFO : Epoch 1734 | loss: 0.0311665 | val_loss: 0.0311898 | Time: 5707.02 ms [2021-01-21 22:56:11 main:574] : INFO : Epoch 1735 | loss: 0.0311615 | val_loss: 0.0311815 | Time: 5684.6 ms [2021-01-21 22:56:17 main:574] : INFO : Epoch 1736 | loss: 0.0311587 | val_loss: 0.0311806 | Time: 5736.16 ms [2021-01-21 22:56:23 main:574] : INFO : Epoch 1737 | loss: 0.0311621 | val_loss: 0.0311783 | Time: 5735.61 ms [2021-01-21 22:56:29 main:574] : INFO : Epoch 1738 | loss: 0.0311598 | val_loss: 0.0311807 | Time: 5673.25 ms [2021-01-21 22:56:34 main:574] : INFO : Epoch 1739 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 5674.37 ms [2021-01-21 22:56:40 main:574] : INFO : Epoch 1740 | loss: 0.0311622 | val_loss: 0.0311759 | Time: 5799.26 ms [2021-01-21 22:56:46 main:574] : INFO : Epoch 1741 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 5774.54 ms [2021-01-21 22:56:52 main:574] : INFO : Epoch 1742 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 5658.16 ms [2021-01-21 22:56:58 main:574] : INFO : Epoch 1743 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 5665.06 ms [2021-01-21 22:57:03 main:574] : INFO : Epoch 1744 | loss: 0.0311644 | val_loss: 0.031174 | Time: 5746.82 ms [2021-01-21 22:57:09 main:574] : INFO : Epoch 1745 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 5660.25 ms [2021-01-21 22:57:15 main:574] : INFO : Epoch 1746 | loss: 0.0311638 | val_loss: 0.031177 | Time: 5792.63 ms [2021-01-21 22:57:21 main:574] : INFO : Epoch 1747 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 5678.52 ms [2021-01-21 22:57:27 main:574] : INFO : Epoch 1748 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 5701.34 ms [2021-01-21 22:57:32 main:574] : INFO : Epoch 1749 | loss: 0.0311629 | val_loss: 0.0311818 | Time: 5715.98 ms [2021-01-21 22:57:38 main:574] : INFO : Epoch 1750 | loss: 0.0311648 | val_loss: 0.0311797 | Time: 5705.6 ms [2021-01-21 22:57:44 main:574] : INFO : Epoch 1751 | loss: 0.0311643 | val_loss: 0.03118 | Time: 5658.35 ms [2021-01-21 22:57:50 main:574] : INFO : Epoch 1752 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 5681.25 ms [2021-01-21 22:57:55 main:574] : INFO : Epoch 1753 | loss: 0.0311632 | val_loss: 0.0311839 | Time: 5678.02 ms [2021-01-21 22:58:01 main:574] : INFO : Epoch 1754 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 5676.74 ms [2021-01-21 22:58:07 main:574] : INFO : Epoch 1755 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 5661.96 ms [2021-01-21 22:58:12 main:574] : INFO : Epoch 1756 | loss: 0.031161 | val_loss: 0.0311788 | Time: 5654.66 ms [2021-01-21 22:58:18 main:574] : INFO : Epoch 1757 | loss: 0.0311615 | val_loss: 0.0311822 | Time: 5701.79 ms [2021-01-21 22:58:24 main:574] : INFO : Epoch 1758 | loss: 0.031161 | val_loss: 0.031179 | Time: 5656.15 ms [2021-01-21 22:58:30 main:574] : INFO : Epoch 1759 | loss: 0.0311614 | val_loss: 0.0311789 | Time: 5696.88 ms [2021-01-21 22:58:36 main:574] : INFO : Epoch 1760 | loss: 0.0311597 | val_loss: 0.0311804 | Time: 5693.78 ms [2021-01-21 22:58:41 main:574] : INFO : Epoch 1761 | loss: 0.0311626 | val_loss: 0.0311806 | Time: 5698.42 ms [2021-01-21 22:58:47 main:574] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311798 | Time: 5702.27 ms [2021-01-21 22:58:53 main:574] : INFO : Epoch 1763 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 5650.92 ms [2021-01-21 22:58:59 main:574] : INFO : Epoch 1764 | loss: 0.0311631 | val_loss: 0.0311765 | Time: 5722.89 ms [2021-01-21 22:59:04 main:574] : INFO : Epoch 1765 | loss: 0.031161 | val_loss: 0.0311754 | Time: 5651.57 ms [2021-01-21 22:59:10 main:574] : INFO : Epoch 1766 | loss: 0.0311625 | val_loss: 0.031175 | Time: 5664.12 ms [2021-01-21 22:59:16 main:574] : INFO : Epoch 1767 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 5728.43 ms [2021-01-21 22:59:22 main:574] : INFO : Epoch 1768 | loss: 0.0311636 | val_loss: 0.0311759 | Time: 5760.32 ms [2021-01-21 22:59:28 main:574] : INFO : Epoch 1769 | loss: 0.031164 | val_loss: 0.0311777 | Time: 5663.23 ms [2021-01-21 22:59:33 main:574] : INFO : Epoch 1770 | loss: 0.0311628 | val_loss: 0.0311826 | Time: 5715.41 ms [2021-01-21 22:59:39 main:574] : INFO : Epoch 1771 | loss: 0.0311654 | val_loss: 0.031176 | Time: 5742.2 ms [2021-01-21 22:59:45 main:574] : INFO : Epoch 1772 | loss: 0.0311646 | val_loss: 0.0311803 | Time: 5729.43 ms [2021-01-21 22:59:51 main:574] : INFO : Epoch 1773 | loss: 0.031164 | val_loss: 0.0311772 | Time: 5695.46 ms [2021-01-21 22:59:57 main:574] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.0311804 | Time: 5743.56 ms [2021-01-21 23:00:02 main:574] : INFO : Epoch 1775 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 5729.64 ms [2021-01-21 23:00:08 main:574] : INFO : Epoch 1776 | loss: 0.0311638 | val_loss: 0.0311801 | Time: 5653.59 ms [2021-01-21 23:00:14 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.031184 | Time: 5658.04 ms [2021-01-21 23:00:20 main:574] : INFO : Epoch 1778 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 5696.87 ms [2021-01-21 23:00:25 main:574] : INFO : Epoch 1779 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 5732.23 ms [2021-01-21 23:00:31 main:574] : INFO : Epoch 1780 | loss: 0.0311609 | val_loss: 0.0311813 | Time: 5696.05 ms [2021-01-21 23:00:37 main:574] : INFO : Epoch 1781 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 5775.43 ms [2021-01-21 23:00:43 main:574] : INFO : Epoch 1782 | loss: 0.0311642 | val_loss: 0.0311809 | Time: 5660.49 ms [2021-01-21 23:00:49 main:574] : INFO : Epoch 1783 | loss: 0.0311636 | val_loss: 0.0311775 | Time: 5704.94 ms [2021-01-21 23:00:54 main:574] : INFO : Epoch 1784 | loss: 0.031161 | val_loss: 0.0311769 | Time: 5736.76 ms [2021-01-21 23:01:00 main:574] : INFO : Epoch 1785 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 5666.34 ms [2021-01-21 23:01:06 main:574] : INFO : Epoch 1786 | loss: 0.0311612 | val_loss: 0.0311789 | Time: 5692.21 ms [2021-01-21 23:01:12 main:574] : INFO : Epoch 1787 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 5711.9 ms [2021-01-21 23:01:17 main:574] : INFO : Epoch 1788 | loss: 0.0311588 | val_loss: 0.0311747 | Time: 5687.41 ms [2021-01-21 23:01:23 main:574] : INFO : Epoch 1789 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 5729.44 ms [2021-01-21 23:01:29 main:574] : INFO : Epoch 1790 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 5735.02 ms [2021-01-21 23:01:35 main:574] : INFO : Epoch 1791 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 5694.02 ms [2021-01-21 23:01:41 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 5793.51 ms [2021-01-21 23:01:47 main:574] : INFO : Epoch 1793 | loss: 0.0311603 | val_loss: 0.0311786 | Time: 5730.14 ms [2021-01-21 23:01:53 main:574] : INFO : Epoch 1794 | loss: 0.0311603 | val_loss: 0.0311821 | Time: 5678.81 ms [2021-01-21 23:01:58 main:574] : INFO : Epoch 1795 | loss: 0.0311601 | val_loss: 0.0311777 | Time: 5693.94 ms [2021-01-21 23:02:04 main:574] : INFO : Epoch 1796 | loss: 0.0311609 | val_loss: 0.031175 | Time: 5653.97 ms [2021-01-21 23:02:10 main:574] : INFO : Epoch 1797 | loss: 0.0311621 | val_loss: 0.0311854 | Time: 5658.42 ms [2021-01-21 23:02:16 main:574] : INFO : Epoch 1798 | loss: 0.0311695 | val_loss: 0.0311829 | Time: 5675.15 ms [2021-01-21 23:02:21 main:574] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311825 | Time: 5667.39 ms [2021-01-21 23:02:27 main:574] : INFO : Epoch 1800 | loss: 0.0311621 | val_loss: 0.0311782 | Time: 5753.34 ms [2021-01-21 23:02:33 main:574] : INFO : Epoch 1801 | loss: 0.0311614 | val_loss: 0.0311798 | Time: 5698.95 ms [2021-01-21 23:02:39 main:574] : INFO : Epoch 1802 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 5700.34 ms [2021-01-21 23:02:44 main:574] : INFO : Epoch 1803 | loss: 0.031161 | val_loss: 0.0311807 | Time: 5669.75 ms [2021-01-21 23:02:50 main:574] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311794 | Time: 5659.03 ms [2021-01-21 23:02:56 main:574] : INFO : Epoch 1805 | loss: 0.0311582 | val_loss: 0.0311778 | Time: 5764.7 ms [2021-01-21 23:03:02 main:574] : INFO : Epoch 1806 | loss: 0.0311594 | val_loss: 0.0311772 | Time: 5705.22 ms [2021-01-21 23:03:08 main:574] : INFO : Epoch 1807 | loss: 0.0311591 | val_loss: 0.0311806 | Time: 5774.08 ms [2021-01-21 23:03:13 main:574] : INFO : Epoch 1808 | loss: 0.0311574 | val_loss: 0.0311805 | Time: 5667.47 ms [2021-01-21 23:03:19 main:574] : INFO : Epoch 1809 | loss: 0.0311589 | val_loss: 0.0311818 | Time: 5806.17 ms [2021-01-21 23:03:25 main:574] : INFO : Epoch 1810 | loss: 0.0311593 | val_loss: 0.0311796 | Time: 5704.54 ms [2021-01-21 23:03:31 main:574] : INFO : Epoch 1811 | loss: 0.031157 | val_loss: 0.0311787 | Time: 5707.57 ms [2021-01-21 23:03:37 main:574] : INFO : Epoch 1812 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 5657.42 ms [2021-01-21 23:03:42 main:574] : INFO : Epoch 1813 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 5716.35 ms [2021-01-21 23:03:48 main:574] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.0311774 | Time: 5658.92 ms [2021-01-21 23:03:54 main:574] : INFO : Epoch 1815 | loss: 0.031157 | val_loss: 0.031181 | Time: 5662.37 ms [2021-01-21 23:04:00 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 5746.01 ms [2021-01-21 23:04:06 main:574] : INFO : Epoch 1817 | loss: 0.031158 | val_loss: 0.031176 | Time: 5696.35 ms [2021-01-21 23:04:11 main:574] : INFO : Epoch 1818 | loss: 0.0311586 | val_loss: 0.0311764 | Time: 5727.44 ms [2021-01-21 23:04:17 main:574] : INFO : Epoch 1819 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 5670.41 ms [2021-01-21 23:04:23 main:574] : INFO : Epoch 1820 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 5718.39 ms [2021-01-21 23:04:29 main:574] : INFO : Epoch 1821 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 5693.62 ms [2021-01-21 23:04:34 main:574] : INFO : Epoch 1822 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 5651.33 ms [2021-01-21 23:04:40 main:574] : INFO : Epoch 1823 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 5683.36 ms [2021-01-21 23:04:46 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311763 | Time: 5657.62 ms [2021-01-21 23:04:52 main:574] : INFO : Epoch 1825 | loss: 0.0311612 | val_loss: 0.0311812 | Time: 5656.66 ms [2021-01-21 23:04:57 main:574] : INFO : Epoch 1826 | loss: 0.0311602 | val_loss: 0.0311778 | Time: 5661.35 ms [2021-01-21 23:05:03 main:574] : INFO : Epoch 1827 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 5652.23 ms [2021-01-21 23:05:09 main:574] : INFO : Epoch 1828 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 5656.75 ms [2021-01-21 23:05:15 main:574] : INFO : Epoch 1829 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 5657.39 ms [2021-01-21 23:05:20 main:574] : INFO : Epoch 1830 | loss: 0.031158 | val_loss: 0.0311796 | Time: 5654.56 ms [2021-01-21 23:05:26 main:574] : INFO : Epoch 1831 | loss: 0.0311607 | val_loss: 0.0311824 | Time: 5655.14 ms [2021-01-21 23:05:32 main:574] : INFO : Epoch 1832 | loss: 0.0311592 | val_loss: 0.0311784 | Time: 5667.12 ms [2021-01-21 23:05:38 main:574] : INFO : Epoch 1833 | loss: 0.0311571 | val_loss: 0.03118 | Time: 5655.13 ms [2021-01-21 23:05:43 main:574] : INFO : Epoch 1834 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 5654.71 ms [2021-01-21 23:05:49 main:574] : INFO : Epoch 1835 | loss: 0.031159 | val_loss: 0.0311797 | Time: 5673.88 ms [2021-01-21 23:05:55 main:574] : INFO : Epoch 1836 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 5662.6 ms [2021-01-21 23:06:01 main:574] : INFO : Epoch 1837 | loss: 0.0311577 | val_loss: 0.0311776 | Time: 5698.34 ms [2021-01-21 23:06:07 main:574] : INFO : Epoch 1838 | loss: 0.0311573 | val_loss: 0.0311785 | Time: 5680.39 ms [2021-01-21 23:06:12 main:574] : INFO : Epoch 1839 | loss: 0.0311559 | val_loss: 0.0311814 | Time: 5727.24 ms [2021-01-21 23:06:18 main:574] : INFO : Epoch 1840 | loss: 0.0311589 | val_loss: 0.0311818 | Time: 5792.94 ms [2021-01-21 23:06:24 main:574] : INFO : Epoch 1841 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 5742.13 ms [2021-01-21 23:06:30 main:574] : INFO : Epoch 1842 | loss: 0.031157 | val_loss: 0.0311855 | Time: 5696.14 ms [2021-01-21 23:06:35 main:574] : INFO : Epoch 1843 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 5661.63 ms [2021-01-21 23:06:41 main:574] : INFO : Epoch 1844 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 5661.18 ms [2021-01-21 23:06:47 main:574] : INFO : Epoch 1845 | loss: 0.0311579 | val_loss: 0.0311789 | Time: 5721.4 ms [2021-01-21 23:06:53 main:574] : INFO : Epoch 1846 | loss: 0.0311592 | val_loss: 0.03118 | Time: 5666.39 ms [2021-01-21 23:06:58 main:574] : INFO : Epoch 1847 | loss: 0.0311557 | val_loss: 0.0311798 | Time: 5673.57 ms [2021-01-21 23:07:04 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311785 | Time: 5764.49 ms [2021-01-21 23:07:10 main:574] : INFO : Epoch 1849 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 5776.02 ms [2021-01-21 23:07:16 main:574] : INFO : Epoch 1850 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 5702.38 ms [2021-01-21 23:07:22 main:574] : INFO : Epoch 1851 | loss: 0.0311573 | val_loss: 0.0311763 | Time: 5749.97 ms [2021-01-21 23:07:28 main:574] : INFO : Epoch 1852 | loss: 0.0311584 | val_loss: 0.0311804 | Time: 5685.67 ms [2021-01-21 23:07:33 main:574] : INFO : Epoch 1853 | loss: 0.0311591 | val_loss: 0.0311767 | Time: 5692.57 ms [2021-01-21 23:07:39 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 5740.58 ms [2021-01-21 23:07:45 main:574] : INFO : Epoch 1855 | loss: 0.0311597 | val_loss: 0.0311818 | Time: 5691.43 ms [2021-01-21 23:07:51 main:574] : INFO : Epoch 1856 | loss: 0.0311612 | val_loss: 0.0311801 | Time: 5720.42 ms [2021-01-21 23:07:57 main:574] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 5794.58 ms [2021-01-21 23:08:02 main:574] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 5673.18 ms [2021-01-21 23:08:08 main:574] : INFO : Epoch 1859 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 5656.84 ms [2021-01-21 23:08:14 main:574] : INFO : Epoch 1860 | loss: 0.0311688 | val_loss: 0.0311956 | Time: 5697.88 ms [2021-01-21 23:08:20 main:574] : INFO : Epoch 1861 | loss: 0.0311767 | val_loss: 0.0311903 | Time: 5829.53 ms [2021-01-21 23:08:26 main:574] : INFO : Epoch 1862 | loss: 0.0311683 | val_loss: 0.0311862 | Time: 5670.24 ms [2021-01-21 23:08:31 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311777 | Time: 5686.64 ms [2021-01-21 23:08:37 main:574] : INFO : Epoch 1864 | loss: 0.031164 | val_loss: 0.0311775 | Time: 5652.57 ms [2021-01-21 23:08:43 main:574] : INFO : Epoch 1865 | loss: 0.0311639 | val_loss: 0.0311799 | Time: 5653.47 ms [2021-01-21 23:08:49 main:574] : INFO : Epoch 1866 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 5717.4 ms [2021-01-21 23:08:54 main:574] : INFO : Epoch 1867 | loss: 0.0311667 | val_loss: 0.0311846 | Time: 5686.88 ms [2021-01-21 23:09:00 main:574] : INFO : Epoch 1868 | loss: 0.0311651 | val_loss: 0.031182 | Time: 5663.65 ms [2021-01-21 23:09:06 main:574] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.031179 | Time: 5697.16 ms [2021-01-21 23:09:12 main:574] : INFO : Epoch 1870 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 5670.97 ms [2021-01-21 23:09:17 main:574] : INFO : Epoch 1871 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 5659.52 ms [2021-01-21 23:09:23 main:574] : INFO : Epoch 1872 | loss: 0.0311599 | val_loss: 0.0311768 | Time: 5656.94 ms [2021-01-21 23:09:29 main:574] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311779 | Time: 5689.21 ms [2021-01-21 23:09:35 main:574] : INFO : Epoch 1874 | loss: 0.0311608 | val_loss: 0.0311778 | Time: 5750.77 ms [2021-01-21 23:09:41 main:574] : INFO : Epoch 1875 | loss: 0.0311597 | val_loss: 0.0311788 | Time: 5668.71 ms [2021-01-21 23:09:46 main:574] : INFO : Epoch 1876 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 5692.73 ms [2021-01-21 23:09:52 main:574] : INFO : Epoch 1877 | loss: 0.031166 | val_loss: 0.0311759 | Time: 5659.82 ms [2021-01-21 23:09:58 main:574] : INFO : Epoch 1878 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 5662.44 ms [2021-01-21 23:10:04 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311773 | Time: 5672.84 ms [2021-01-21 23:10:09 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 5653.7 ms [2021-01-21 23:10:15 main:574] : INFO : Epoch 1881 | loss: 0.0311609 | val_loss: 0.0311761 | Time: 5812.12 ms [2021-01-21 23:10:21 main:574] : INFO : Epoch 1882 | loss: 0.031165 | val_loss: 0.0311784 | Time: 5689.58 ms [2021-01-21 23:10:27 main:574] : INFO : Epoch 1883 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 5670.42 ms [2021-01-21 23:10:33 main:574] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.031178 | Time: 5793.13 ms [2021-01-21 23:10:38 main:574] : INFO : Epoch 1885 | loss: 0.0311591 | val_loss: 0.0311775 | Time: 5654.03 ms [2021-01-21 23:10:44 main:574] : INFO : Epoch 1886 | loss: 0.031159 | val_loss: 0.0311777 | Time: 5658.59 ms [2021-01-21 23:10:50 main:574] : INFO : Epoch 1887 | loss: 0.0311584 | val_loss: 0.031179 | Time: 5697.89 ms [2021-01-21 23:10:55 main:574] : INFO : Epoch 1888 | loss: 0.0311585 | val_loss: 0.0311756 | Time: 5659.61 ms [2021-01-21 23:11:01 main:574] : INFO : Epoch 1889 | loss: 0.0311578 | val_loss: 0.0311756 | Time: 5697.92 ms [2021-01-21 23:11:07 main:574] : INFO : Epoch 1890 | loss: 0.0311606 | val_loss: 0.0311759 | Time: 5653.02 ms [2021-01-21 23:11:13 main:574] : INFO : Epoch 1891 | loss: 0.0311576 | val_loss: 0.0311781 | Time: 5729.87 ms [2021-01-21 23:11:19 main:574] : INFO : Epoch 1892 | loss: 0.0311584 | val_loss: 0.0311781 | Time: 5671.49 ms [2021-01-21 23:11:24 main:574] : INFO : Epoch 1893 | loss: 0.0311596 | val_loss: 0.0311787 | Time: 5728.55 ms [2021-01-21 23:11:30 main:574] : INFO : Epoch 1894 | loss: 0.0311581 | val_loss: 0.0311801 | Time: 5660.9 ms [2021-01-21 23:11:36 main:574] : INFO : Epoch 1895 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 5654.97 ms [2021-01-21 23:11:42 main:574] : INFO : Epoch 1896 | loss: 0.0311563 | val_loss: 0.0311798 | Time: 5679.13 ms [2021-01-21 23:11:47 main:574] : INFO : Epoch 1897 | loss: 0.0311566 | val_loss: 0.0311798 | Time: 5706.87 ms [2021-01-21 23:11:53 main:574] : INFO : Epoch 1898 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 5654.55 ms [2021-01-21 23:11:59 main:574] : INFO : Epoch 1899 | loss: 0.0311565 | val_loss: 0.0311787 | Time: 5684.48 ms [2021-01-21 23:12:05 main:574] : INFO : Epoch 1900 | loss: 0.0311557 | val_loss: 0.0311792 | Time: 5673.38 ms [2021-01-21 23:12:10 main:574] : INFO : Epoch 1901 | loss: 0.0311603 | val_loss: 0.0311767 | Time: 5755.04 ms [2021-01-21 23:12:16 main:574] : INFO : Epoch 1902 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 5696 ms [2021-01-21 23:12:22 main:574] : INFO : Epoch 1903 | loss: 0.0311618 | val_loss: 0.0311817 | Time: 5746.53 ms [2021-01-21 23:12:28 main:574] : INFO : Epoch 1904 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 5776.36 ms [2021-01-21 23:12:34 main:574] : INFO : Epoch 1905 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 5781.14 ms [2021-01-21 23:12:40 main:574] : INFO : Epoch 1906 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 5735.46 ms [2021-01-21 23:12:45 main:574] : INFO : Epoch 1907 | loss: 0.0311596 | val_loss: 0.0311812 | Time: 5664.84 ms [2021-01-21 23:12:51 main:574] : INFO : Epoch 1908 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 5790.4 ms [2021-01-21 23:12:57 main:574] : INFO : Epoch 1909 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 5719.72 ms [2021-01-21 23:13:03 main:574] : INFO : Epoch 1910 | loss: 0.0311608 | val_loss: 0.0311796 | Time: 5652.06 ms [2021-01-21 23:13:08 main:574] : INFO : Epoch 1911 | loss: 0.0311617 | val_loss: 0.0311812 | Time: 5719.74 ms [2021-01-21 23:13:14 main:574] : INFO : Epoch 1912 | loss: 0.0311615 | val_loss: 0.0311823 | Time: 5656.57 ms [2021-01-21 23:13:20 main:574] : INFO : Epoch 1913 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 5694.16 ms [2021-01-21 23:13:26 main:574] : INFO : Epoch 1914 | loss: 0.0311678 | val_loss: 0.0311857 | Time: 5756.59 ms [2021-01-21 23:13:32 main:574] : INFO : Epoch 1915 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 5694.87 ms [2021-01-21 23:13:37 main:574] : INFO : Epoch 1916 | loss: 0.0311636 | val_loss: 0.0311788 | Time: 5667.26 ms [2021-01-21 23:13:43 main:574] : INFO : Epoch 1917 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 5691.46 ms [2021-01-21 23:13:49 main:574] : INFO : Epoch 1918 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 5673.43 ms [2021-01-21 23:13:55 main:574] : INFO : Epoch 1919 | loss: 0.031163 | val_loss: 0.0311771 | Time: 5697.65 ms [2021-01-21 23:14:00 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 5671.84 ms [2021-01-21 23:14:06 main:574] : INFO : Epoch 1921 | loss: 0.0311625 | val_loss: 0.0311781 | Time: 5704.28 ms [2021-01-21 23:14:12 main:574] : INFO : Epoch 1922 | loss: 0.0311604 | val_loss: 0.0311765 | Time: 5651.59 ms [2021-01-21 23:14:18 main:574] : INFO : Epoch 1923 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 5690.17 ms [2021-01-21 23:14:24 main:574] : INFO : Epoch 1924 | loss: 0.0311599 | val_loss: 0.0311753 | Time: 5685.11 ms [2021-01-21 23:14:29 main:574] : INFO : Epoch 1925 | loss: 0.0311599 | val_loss: 0.0311771 | Time: 5716.35 ms [2021-01-21 23:14:35 main:574] : INFO : Epoch 1926 | loss: 0.0311593 | val_loss: 0.0311768 | Time: 5704.29 ms [2021-01-21 23:14:41 main:574] : INFO : Epoch 1927 | loss: 0.0311589 | val_loss: 0.0311791 | Time: 5697.86 ms [2021-01-21 23:14:47 main:574] : INFO : Epoch 1928 | loss: 0.0311608 | val_loss: 0.031184 | Time: 5732.75 ms [2021-01-21 23:14:52 main:574] : INFO : Epoch 1929 | loss: 0.0311637 | val_loss: 0.0311831 | Time: 5699.93 ms [2021-01-21 23:14:58 main:574] : INFO : Epoch 1930 | loss: 0.0311659 | val_loss: 0.0311808 | Time: 5686.81 ms [2021-01-21 23:15:04 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.03118 | Time: 5706.38 ms [2021-01-21 23:15:10 main:574] : INFO : Epoch 1932 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 5725.06 ms [2021-01-21 23:15:16 main:574] : INFO : Epoch 1933 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 5669.23 ms [2021-01-21 23:15:21 main:574] : INFO : Epoch 1934 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 5652.85 ms [2021-01-21 23:15:27 main:574] : INFO : Epoch 1935 | loss: 0.031164 | val_loss: 0.0311754 | Time: 5779.83 ms [2021-01-21 23:15:33 main:574] : INFO : Epoch 1936 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 5795.15 ms [2021-01-21 23:15:39 main:574] : INFO : Epoch 1937 | loss: 0.031162 | val_loss: 0.0311782 | Time: 5724.91 ms [2021-01-21 23:15:45 main:574] : INFO : Epoch 1938 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 5725.96 ms [2021-01-21 23:15:50 main:574] : INFO : Epoch 1939 | loss: 0.0311604 | val_loss: 0.0311807 | Time: 5673.45 ms [2021-01-21 23:15:56 main:574] : INFO : Epoch 1940 | loss: 0.0311621 | val_loss: 0.0311836 | Time: 5699.67 ms [2021-01-21 23:16:02 main:574] : INFO : Epoch 1941 | loss: 0.0311629 | val_loss: 0.0311821 | Time: 5654.09 ms [2021-01-21 23:16:08 main:574] : INFO : Epoch 1942 | loss: 0.0311651 | val_loss: 0.0311829 | Time: 5710.81 ms [2021-01-21 23:16:13 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 5687.74 ms [2021-01-21 23:16:19 main:574] : INFO : Epoch 1944 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 5698.31 ms [2021-01-21 23:16:25 main:574] : INFO : Epoch 1945 | loss: 0.0311626 | val_loss: 0.0311828 | Time: 5760.51 ms [2021-01-21 23:16:31 main:574] : INFO : Epoch 1946 | loss: 0.0311641 | val_loss: 0.0311826 | Time: 5671.05 ms [2021-01-21 23:16:37 main:574] : INFO : Epoch 1947 | loss: 0.0311629 | val_loss: 0.0311845 | Time: 5663.21 ms [2021-01-21 23:16:42 main:574] : INFO : Epoch 1948 | loss: 0.0311646 | val_loss: 0.0311839 | Time: 5697.76 ms [2021-01-21 23:16:48 main:574] : INFO : Epoch 1949 | loss: 0.0311626 | val_loss: 0.0311795 | Time: 5684.05 ms [2021-01-21 23:16:54 main:574] : INFO : Epoch 1950 | loss: 0.0311615 | val_loss: 0.0311786 | Time: 5731.85 ms [2021-01-21 23:17:00 main:574] : INFO : Epoch 1951 | loss: 0.0311631 | val_loss: 0.0311803 | Time: 5668.7 ms [2021-01-21 23:17:05 main:574] : INFO : Epoch 1952 | loss: 0.0311631 | val_loss: 0.0311787 | Time: 5714.5 ms [2021-01-21 23:17:11 main:574] : INFO : Epoch 1953 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 5668.06 ms [2021-01-21 23:17:17 main:574] : INFO : Epoch 1954 | loss: 0.0311614 | val_loss: 0.031179 | Time: 5684.86 ms [2021-01-21 23:17:23 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 5653.19 ms [2021-01-21 23:17:29 main:574] : INFO : Epoch 1956 | loss: 0.0311655 | val_loss: 0.0311874 | Time: 5713.17 ms [2021-01-21 23:17:34 main:574] : INFO : Epoch 1957 | loss: 0.0311651 | val_loss: 0.0311921 | Time: 5697.17 ms [2021-01-21 23:17:40 main:574] : INFO : Epoch 1958 | loss: 0.031165 | val_loss: 0.0311821 | Time: 5704.25 ms [2021-01-21 23:17:46 main:574] : INFO : Epoch 1959 | loss: 0.0311626 | val_loss: 0.0311857 | Time: 5700.58 ms [2021-01-21 23:17:52 main:574] : INFO : Epoch 1960 | loss: 0.0311619 | val_loss: 0.0311829 | Time: 5807.44 ms [2021-01-21 23:17:58 main:574] : INFO : Epoch 1961 | loss: 0.0311614 | val_loss: 0.0311832 | Time: 5664.92 ms [2021-01-21 23:18:03 main:574] : INFO : Epoch 1962 | loss: 0.0311624 | val_loss: 0.0311834 | Time: 5684.37 ms [2021-01-21 23:18:09 main:574] : INFO : Epoch 1963 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 5765.78 ms [2021-01-21 23:18:15 main:574] : INFO : Epoch 1964 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 5651.61 ms [2021-01-21 23:18:21 main:574] : INFO : Epoch 1965 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 5689.48 ms [2021-01-21 23:18:26 main:574] : INFO : Epoch 1966 | loss: 0.031165 | val_loss: 0.0311827 | Time: 5697.79 ms [2021-01-21 23:18:32 main:574] : INFO : Epoch 1967 | loss: 0.031165 | val_loss: 0.0311804 | Time: 5790.26 ms [2021-01-21 23:18:38 main:574] : INFO : Epoch 1968 | loss: 0.031165 | val_loss: 0.0311827 | Time: 5701.26 ms [2021-01-21 23:18:44 main:574] : INFO : Epoch 1969 | loss: 0.0311648 | val_loss: 0.0311834 | Time: 5724.39 ms [2021-01-21 23:18:50 main:574] : INFO : Epoch 1970 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 5658.75 ms [2021-01-21 23:18:55 main:574] : INFO : Epoch 1971 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 5743.87 ms [2021-01-21 23:19:01 main:574] : INFO : Epoch 1972 | loss: 0.0311637 | val_loss: 0.0311847 | Time: 5692.94 ms [2021-01-21 23:19:07 main:574] : INFO : Epoch 1973 | loss: 0.0311648 | val_loss: 0.0311808 | Time: 5702.16 ms [2021-01-21 23:19:13 main:574] : INFO : Epoch 1974 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 5660.76 ms [2021-01-21 23:19:19 main:574] : INFO : Epoch 1975 | loss: 0.0311623 | val_loss: 0.0311798 | Time: 5819.9 ms [2021-01-21 23:19:24 main:574] : INFO : Epoch 1976 | loss: 0.0311622 | val_loss: 0.0311803 | Time: 5695.47 ms [2021-01-21 23:19:30 main:574] : INFO : Epoch 1977 | loss: 0.0311604 | val_loss: 0.0311793 | Time: 5674.85 ms [2021-01-21 23:19:36 main:574] : INFO : Epoch 1978 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 5682.98 ms [2021-01-21 23:19:42 main:574] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311823 | Time: 5691.37 ms [2021-01-21 23:19:47 main:574] : INFO : Epoch 1980 | loss: 0.031164 | val_loss: 0.031185 | Time: 5696.34 ms [2021-01-21 23:19:53 main:574] : INFO : Epoch 1981 | loss: 0.0311613 | val_loss: 0.0311825 | Time: 5726.75 ms [2021-01-21 23:19:59 main:574] : INFO : Epoch 1982 | loss: 0.0311616 | val_loss: 0.0311856 | Time: 5680.03 ms [2021-01-21 23:20:05 main:574] : INFO : Epoch 1983 | loss: 0.0311617 | val_loss: 0.0311809 | Time: 5703.27 ms [2021-01-21 23:20:10 main:574] : INFO : Epoch 1984 | loss: 0.0311611 | val_loss: 0.0311829 | Time: 5657.93 ms [2021-01-21 23:20:16 main:574] : INFO : Epoch 1985 | loss: 0.0311631 | val_loss: 0.0311838 | Time: 5703.77 ms [2021-01-21 23:20:22 main:574] : INFO : Epoch 1986 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 5798.22 ms [2021-01-21 23:20:28 main:574] : INFO : Epoch 1987 | loss: 0.0311617 | val_loss: 0.0311831 | Time: 5801.24 ms [2021-01-21 23:20:34 main:574] : INFO : Epoch 1988 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 5699.51 ms [2021-01-21 23:20:40 main:574] : INFO : Epoch 1989 | loss: 0.0311594 | val_loss: 0.0311822 | Time: 5722.48 ms [2021-01-21 23:20:46 main:574] : INFO : Epoch 1990 | loss: 0.0311617 | val_loss: 0.0311832 | Time: 5720.89 ms [2021-01-21 23:20:51 main:574] : INFO : Epoch 1991 | loss: 0.0311611 | val_loss: 0.0311819 | Time: 5708.43 ms [2021-01-21 23:20:57 main:574] : INFO : Epoch 1992 | loss: 0.0311602 | val_loss: 0.0311804 | Time: 5742.1 ms [2021-01-21 23:21:03 main:574] : INFO : Epoch 1993 | loss: 0.0311584 | val_loss: 0.0311807 | Time: 5761.15 ms [2021-01-21 23:21:09 main:574] : INFO : Epoch 1994 | loss: 0.0311582 | val_loss: 0.0311814 | Time: 5675.3 ms [2021-01-21 23:21:15 main:574] : INFO : Epoch 1995 | loss: 0.031158 | val_loss: 0.0311835 | Time: 5661.01 ms [2021-01-21 23:21:21 main:574] : INFO : Epoch 1996 | loss: 0.0311581 | val_loss: 0.0311859 | Time: 5759.37 ms [2021-01-21 23:21:26 main:574] : INFO : Epoch 1997 | loss: 0.0311562 | val_loss: 0.0311835 | Time: 5664.32 ms [2021-01-21 23:21:32 main:574] : INFO : Epoch 1998 | loss: 0.0311572 | val_loss: 0.0311834 | Time: 5698.68 ms [2021-01-21 23:21:38 main:574] : INFO : Epoch 1999 | loss: 0.0311566 | val_loss: 0.0311872 | Time: 5730.61 ms [2021-01-21 23:21:44 main:574] : INFO : Epoch 2000 | loss: 0.0311561 | val_loss: 0.0311837 | Time: 5660.76 ms [2021-01-21 23:21:49 main:574] : INFO : Epoch 2001 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 5666.38 ms [2021-01-21 23:21:55 main:574] : INFO : Epoch 2002 | loss: 0.0311673 | val_loss: 0.0311914 | Time: 5655.8 ms [2021-01-21 23:22:01 main:574] : INFO : Epoch 2003 | loss: 0.0311672 | val_loss: 0.0311828 | Time: 5705.56 ms [2021-01-21 23:22:07 main:574] : INFO : Epoch 2004 | loss: 0.0311627 | val_loss: 0.0311861 | Time: 5666.24 ms [2021-01-21 23:22:12 main:574] : INFO : Epoch 2005 | loss: 0.0311621 | val_loss: 0.0311805 | Time: 5727.68 ms [2021-01-21 23:22:18 main:574] : INFO : Epoch 2006 | loss: 0.0311622 | val_loss: 0.0311894 | Time: 5746.22 ms [2021-01-21 23:22:24 main:574] : INFO : Epoch 2007 | loss: 0.0311637 | val_loss: 0.0311861 | Time: 5650.46 ms [2021-01-21 23:22:30 main:574] : INFO : Epoch 2008 | loss: 0.0311625 | val_loss: 0.0311859 | Time: 5746.38 ms [2021-01-21 23:22:36 main:574] : INFO : Epoch 2009 | loss: 0.0311624 | val_loss: 0.0311902 | Time: 5702.61 ms [2021-01-21 23:22:42 main:574] : INFO : Epoch 2010 | loss: 0.0311599 | val_loss: 0.0311841 | Time: 5690.28 ms [2021-01-21 23:22:47 main:574] : INFO : Epoch 2011 | loss: 0.0311648 | val_loss: 0.031188 | Time: 5675.69 ms [2021-01-21 23:22:53 main:574] : INFO : Epoch 2012 | loss: 0.031172 | val_loss: 0.0311848 | Time: 5745.54 ms [2021-01-21 23:22:59 main:574] : INFO : Epoch 2013 | loss: 0.0311688 | val_loss: 0.0311848 | Time: 5695.04 ms [2021-01-21 23:23:05 main:574] : INFO : Epoch 2014 | loss: 0.0311683 | val_loss: 0.0311812 | Time: 5733.68 ms [2021-01-21 23:23:10 main:574] : INFO : Epoch 2015 | loss: 0.0311687 | val_loss: 0.0311814 | Time: 5661.83 ms [2021-01-21 23:23:16 main:574] : INFO : Epoch 2016 | loss: 0.0311682 | val_loss: 0.0311814 | Time: 5673.31 ms [2021-01-21 23:23:22 main:574] : INFO : Epoch 2017 | loss: 0.0311669 | val_loss: 0.03118 | Time: 5714.45 ms [2021-01-21 23:23:28 main:574] : INFO : Epoch 2018 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 5696.18 ms [2021-01-21 23:23:33 main:574] : INFO : Epoch 2019 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 5684.45 ms [2021-01-21 23:23:39 main:574] : INFO : Epoch 2020 | loss: 0.0311655 | val_loss: 0.0311806 | Time: 5716.57 ms [2021-01-21 23:23:45 main:574] : INFO : Epoch 2021 | loss: 0.0311647 | val_loss: 0.031192 | Time: 5729.87 ms [2021-01-21 23:23:51 main:574] : INFO : Epoch 2022 | loss: 0.0311674 | val_loss: 0.0311838 | Time: 5669.25 ms [2021-01-21 23:23:57 main:574] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.0311805 | Time: 5700.89 ms [2021-01-21 23:24:02 main:574] : INFO : Epoch 2024 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 5796.24 ms [2021-01-21 23:24:08 main:574] : INFO : Epoch 2025 | loss: 0.0311629 | val_loss: 0.0311814 | Time: 5816.12 ms [2021-01-21 23:24:14 main:574] : INFO : Epoch 2026 | loss: 0.0311643 | val_loss: 0.0311799 | Time: 5677.34 ms [2021-01-21 23:24:20 main:574] : INFO : Epoch 2027 | loss: 0.0311653 | val_loss: 0.0311778 | Time: 5694.78 ms [2021-01-21 23:24:26 main:574] : INFO : Epoch 2028 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 5741.72 ms [2021-01-21 23:24:32 main:574] : INFO : Epoch 2029 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 5748.6 ms [2021-01-21 23:24:37 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311832 | Time: 5717.9 ms [2021-01-21 23:24:43 main:574] : INFO : Epoch 2031 | loss: 0.0311626 | val_loss: 0.031179 | Time: 5660.37 ms [2021-01-21 23:24:49 main:574] : INFO : Epoch 2032 | loss: 0.0311632 | val_loss: 0.0311797 | Time: 5667.36 ms [2021-01-21 23:24:55 main:574] : INFO : Epoch 2033 | loss: 0.0311628 | val_loss: 0.0311792 | Time: 5759.62 ms [2021-01-21 23:25:01 main:574] : INFO : Epoch 2034 | loss: 0.0311626 | val_loss: 0.031182 | Time: 5716.47 ms [2021-01-21 23:25:06 main:574] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311844 | Time: 5716.69 ms [2021-01-21 23:25:12 main:574] : INFO : Epoch 2036 | loss: 0.031165 | val_loss: 0.03118 | Time: 5755.48 ms [2021-01-21 23:25:18 main:574] : INFO : Epoch 2037 | loss: 0.0311625 | val_loss: 0.0311799 | Time: 5684.6 ms [2021-01-21 23:25:24 main:574] : INFO : Epoch 2038 | loss: 0.0311665 | val_loss: 0.0311837 | Time: 5661.62 ms [2021-01-21 23:25:29 main:574] : INFO : Epoch 2039 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 5681.4 ms [2021-01-21 23:25:35 main:574] : INFO : Epoch 2040 | loss: 0.031166 | val_loss: 0.0311786 | Time: 5698.72 ms [2021-01-21 23:25:41 main:574] : INFO : Epoch 2041 | loss: 0.031168 | val_loss: 0.0311851 | Time: 5774.78 ms [2021-01-21 23:25:47 main:574] : INFO : Epoch 2042 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 5750.41 ms [2021-01-21 23:25:53 main:574] : INFO : Epoch 2043 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 5650.87 ms [2021-01-21 23:25:58 main:574] : INFO : Epoch 2044 | loss: 0.0311646 | val_loss: 0.0311851 | Time: 5726.11 ms [2021-01-21 23:26:04 main:574] : INFO : Epoch 2045 | loss: 0.0311647 | val_loss: 0.031182 | Time: 5654.29 ms [2021-01-21 23:26:10 main:574] : INFO : Epoch 2046 | loss: 0.0311643 | val_loss: 0.0311819 | Time: 5690.82 ms [2021-01-21 23:26:16 main:574] : INFO : Epoch 2047 | loss: 0.031165 | val_loss: 0.0311785 | Time: 5768.89 ms [2021-01-21 23:26:22 main:574] : INFO : Epoch 2048 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 5734.91 ms [2021-01-21 23:26:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311786 [2021-01-21 23:26:22 main:603] : INFO : Saving end state to config to file [2021-01-21 23:26:22 main:608] : INFO : Success, exiting.. 23:26:22 (6056): 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)