Task 4070174
| Name | ParityMachine-1612733336-5991-1_0 |
| Workunit | 2190027 |
| Created | 16 Feb 2021, 12:04:56 UTC |
| Sent | 28 Feb 2021, 9:32:11 UTC |
| Report deadline | 7 Mar 2021, 9:32:11 UTC |
| Received | 3 Mar 2021, 13:23:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6538 |
| Run time | 1 hours 23 min 49 sec |
| CPU time | 1 hours 22 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,341.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311136 | val_loss: 0.0311784 | Time: 2434.33 ms
[2021-03-03 13:02:07 main:574] : INFO : Epoch 1543 | loss: 0.0311122 | val_loss: 0.0311773 | Time: 2432.81 ms
[2021-03-03 13:02:09 main:574] : INFO : Epoch 1544 | loss: 0.0311194 | val_loss: 0.0311732 | Time: 2426.05 ms
[2021-03-03 13:02:11 main:574] : INFO : Epoch 1545 | loss: 0.0311181 | val_loss: 0.0311907 | Time: 2427.92 ms
[2021-03-03 13:02:14 main:574] : INFO : Epoch 1546 | loss: 0.0311145 | val_loss: 0.0311894 | Time: 2417.79 ms
[2021-03-03 13:02:16 main:574] : INFO : Epoch 1547 | loss: 0.0311194 | val_loss: 0.0311752 | Time: 2429.58 ms
[2021-03-03 13:02:19 main:574] : INFO : Epoch 1548 | loss: 0.0311186 | val_loss: 0.0311795 | Time: 2422.4 ms
[2021-03-03 13:02:21 main:574] : INFO : Epoch 1549 | loss: 0.0311156 | val_loss: 0.031177 | Time: 2442.45 ms
[2021-03-03 13:02:24 main:574] : INFO : Epoch 1550 | loss: 0.0311145 | val_loss: 0.0311755 | Time: 2439.62 ms
[2021-03-03 13:02:26 main:574] : INFO : Epoch 1551 | loss: 0.0311179 | val_loss: 0.0311811 | Time: 2433.7 ms
[2021-03-03 13:02:29 main:574] : INFO : Epoch 1552 | loss: 0.0311184 | val_loss: 0.0311713 | Time: 2442.57 ms
[2021-03-03 13:02:31 main:574] : INFO : Epoch 1553 | loss: 0.0311183 | val_loss: 0.0311791 | Time: 2436.98 ms
[2021-03-03 13:02:34 main:574] : INFO : Epoch 1554 | loss: 0.0311149 | val_loss: 0.0311886 | Time: 2449.06 ms
[2021-03-03 13:02:36 main:574] : INFO : Epoch 1555 | loss: 0.0311194 | val_loss: 0.0311742 | Time: 2437.35 ms
[2021-03-03 13:02:38 main:574] : INFO : Epoch 1556 | loss: 0.0311152 | val_loss: 0.0311888 | Time: 2433.07 ms
[2021-03-03 13:02:41 main:574] : INFO : Epoch 1557 | loss: 0.031116 | val_loss: 0.0311842 | Time: 2425.61 ms
[2021-03-03 13:02:43 main:574] : INFO : Epoch 1558 | loss: 0.0311161 | val_loss: 0.0311829 | Time: 2428.58 ms
[2021-03-03 13:02:46 main:574] : INFO : Epoch 1559 | loss: 0.0311142 | val_loss: 0.0311741 | Time: 2424.57 ms
[2021-03-03 13:02:48 main:574] : INFO : Epoch 1560 | loss: 0.0311111 | val_loss: 0.0311768 | Time: 2422.51 ms
[2021-03-03 13:02:51 main:574] : INFO : Epoch 1561 | loss: 0.0311224 | val_loss: 0.0311883 | Time: 2428.78 ms
[2021-03-03 13:02:53 main:574] : INFO : Epoch 1562 | loss: 0.0311139 | val_loss: 0.0311797 | Time: 2433.81 ms
[2021-03-03 13:02:56 main:574] : INFO : Epoch 1563 | loss: 0.0311113 | val_loss: 0.0311775 | Time: 2431.85 ms
[2021-03-03 13:02:58 main:574] : INFO : Epoch 1564 | loss: 0.0311136 | val_loss: 0.0311815 | Time: 2425.42 ms
[2021-03-03 13:03:00 main:574] : INFO : Epoch 1565 | loss: 0.0311154 | val_loss: 0.0311926 | Time: 2431.91 ms
[2021-03-03 13:03:03 main:574] : INFO : Epoch 1566 | loss: 0.0311157 | val_loss: 0.0311824 | Time: 2434.21 ms
[2021-03-03 13:03:05 main:574] : INFO : Epoch 1567 | loss: 0.0311199 | val_loss: 0.0311766 | Time: 2431.35 ms
[2021-03-03 13:03:08 main:574] : INFO : Epoch 1568 | loss: 0.0311214 | val_loss: 0.0311792 | Time: 2426.05 ms
[2021-03-03 13:03:10 main:574] : INFO : Epoch 1569 | loss: 0.031126 | val_loss: 0.0311712 | Time: 2437.16 ms
[2021-03-03 13:03:13 main:574] : INFO : Epoch 1570 | loss: 0.0311207 | val_loss: 0.031173 | Time: 2426.42 ms
[2021-03-03 13:03:15 main:574] : INFO : Epoch 1571 | loss: 0.0311143 | val_loss: 0.031172 | Time: 2433.09 ms
[2021-03-03 13:03:18 main:574] : INFO : Epoch 1572 | loss: 0.0311158 | val_loss: 0.0311742 | Time: 2436.92 ms
[2021-03-03 13:03:20 main:574] : INFO : Epoch 1573 | loss: 0.031115 | val_loss: 0.0311741 | Time: 2437.26 ms
[2021-03-03 13:03:22 main:574] : INFO : Epoch 1574 | loss: 0.0311127 | val_loss: 0.0311729 | Time: 2439.44 ms
[2021-03-03 13:03:25 main:574] : INFO : Epoch 1575 | loss: 0.0311149 | val_loss: 0.0311917 | Time: 2437.25 ms
[2021-03-03 13:03:27 main:574] : INFO : Epoch 1576 | loss: 0.0311192 | val_loss: 0.0311743 | Time: 2438.87 ms
[2021-03-03 13:03:30 main:574] : INFO : Epoch 1577 | loss: 0.0311142 | val_loss: 0.0311729 | Time: 2430.54 ms
[2021-03-03 13:03:32 main:574] : INFO : Epoch 1578 | loss: 0.0311138 | val_loss: 0.0311713 | Time: 2441.51 ms
[2021-03-03 13:03:35 main:574] : INFO : Epoch 1579 | loss: 0.0311184 | val_loss: 0.031173 | Time: 2431.3 ms
[2021-03-03 13:03:37 main:574] : INFO : Epoch 1580 | loss: 0.0311185 | val_loss: 0.0311838 | Time: 2436.63 ms
[2021-03-03 13:03:40 main:574] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.031171 | Time: 2434.23 ms
[2021-03-03 13:03:42 main:574] : INFO : Epoch 1582 | loss: 0.0311199 | val_loss: 0.0311852 | Time: 2440.04 ms
[2021-03-03 13:03:45 main:574] : INFO : Epoch 1583 | loss: 0.0311154 | val_loss: 0.0311787 | Time: 2428.78 ms
[2021-03-03 13:03:47 main:574] : INFO : Epoch 1584 | loss: 0.0311143 | val_loss: 0.0311851 | Time: 2422.49 ms
[2021-03-03 13:03:49 main:574] : INFO : Epoch 1585 | loss: 0.0311185 | val_loss: 0.0311799 | Time: 2437.36 ms
[2021-03-03 13:03:52 main:574] : INFO : Epoch 1586 | loss: 0.0311148 | val_loss: 0.0311856 | Time: 2435.84 ms
[2021-03-03 13:03:54 main:574] : INFO : Epoch 1587 | loss: 0.0311178 | val_loss: 0.031181 | Time: 2434.6 ms
[2021-03-03 13:03:57 main:574] : INFO : Epoch 1588 | loss: 0.0311171 | val_loss: 0.0311761 | Time: 2429.73 ms
[2021-03-03 13:03:59 main:574] : INFO : Epoch 1589 | loss: 0.031114 | val_loss: 0.0311794 | Time: 2423.77 ms
[2021-03-03 13:04:02 main:574] : INFO : Epoch 1590 | loss: 0.0311137 | val_loss: 0.0311797 | Time: 2432.64 ms
[2021-03-03 13:04:04 main:574] : INFO : Epoch 1591 | loss: 0.0311116 | val_loss: 0.0311804 | Time: 2435.86 ms
[2021-03-03 13:04:07 main:574] : INFO : Epoch 1592 | loss: 0.0311105 | val_loss: 0.03118 | Time: 2435.31 ms
[2021-03-03 13:04:09 main:574] : INFO : Epoch 1593 | loss: 0.0311109 | val_loss: 0.0311797 | Time: 2439.47 ms
[2021-03-03 13:04:12 main:574] : INFO : Epoch 1594 | loss: 0.0311222 | val_loss: 0.031167 | Time: 2436.41 ms
[2021-03-03 13:04:14 main:574] : INFO : Epoch 1595 | loss: 0.0311308 | val_loss: 0.0311696 | Time: 2440.21 ms
[2021-03-03 13:04:16 main:574] : INFO : Epoch 1596 | loss: 0.0311273 | val_loss: 0.0311748 | Time: 2434.37 ms
[2021-03-03 13:04:19 main:574] : INFO : Epoch 1597 | loss: 0.0311231 | val_loss: 0.0311742 | Time: 2436.28 ms
[2021-03-03 13:04:21 main:574] : INFO : Epoch 1598 | loss: 0.0311229 | val_loss: 0.0311888 | Time: 2423.5 ms
[2021-03-03 13:04:24 main:574] : INFO : Epoch 1599 | loss: 0.0311199 | val_loss: 0.0311763 | Time: 2440.69 ms
[2021-03-03 13:04:26 main:574] : INFO : Epoch 1600 | loss: 0.0311171 | val_loss: 0.0311775 | Time: 2427.51 ms
[2021-03-03 13:04:29 main:574] : INFO : Epoch 1601 | loss: 0.0311189 | val_loss: 0.0311866 | Time: 2428.96 ms
[2021-03-03 13:04:31 main:574] : INFO : Epoch 1602 | loss: 0.0311166 | val_loss: 0.0311759 | Time: 2426.96 ms
[2021-03-03 13:04:34 main:574] : INFO : Epoch 1603 | loss: 0.0311191 | val_loss: 0.0311738 | Time: 2434.77 ms
[2021-03-03 13:04:36 main:574] : INFO : Epoch 1604 | loss: 0.0311213 | val_loss: 0.0311793 | Time: 2431.38 ms
[2021-03-03 13:04:38 main:574] : INFO : Epoch 1605 | loss: 0.0311173 | val_loss: 0.0311725 | Time: 2432.88 ms
[2021-03-03 13:04:41 main:574] : INFO : Epoch 1606 | loss: 0.0311139 | val_loss: 0.0311743 | Time: 2438.53 ms
[2021-03-03 13:04:43 main:574] : INFO : Epoch 1607 | loss: 0.0311116 | val_loss: 0.0311807 | Time: 2430.79 ms
[2021-03-03 13:04:46 main:574] : INFO : Epoch 1608 | loss: 0.0311107 | val_loss: 0.0311761 | Time: 2423.92 ms
[2021-03-03 13:04:48 main:574] : INFO : Epoch 1609 | loss: 0.0311151 | val_loss: 0.0311743 | Time: 2435.58 ms
[2021-03-03 13:04:51 main:574] : INFO : Epoch 1610 | loss: 0.0311144 | val_loss: 0.0311777 | Time: 2435.79 ms
[2021-03-03 13:04:53 main:574] : INFO : Epoch 1611 | loss: 0.0311168 | val_loss: 0.0311692 | Time: 2426.06 ms
[2021-03-03 13:04:56 main:574] : INFO : Epoch 1612 | loss: 0.0311142 | val_loss: 0.0311865 | Time: 2448.13 ms
[2021-03-03 13:04:58 main:574] : INFO : Epoch 1613 | loss: 0.0311134 | val_loss: 0.0311783 | Time: 2438.8 ms
[2021-03-03 13:05:01 main:574] : INFO : Epoch 1614 | loss: 0.0311141 | val_loss: 0.0311815 | Time: 2447 ms
[2021-03-03 13:05:03 main:574] : INFO : Epoch 1615 | loss: 0.0311101 | val_loss: 0.0311788 | Time: 2442.34 ms
[2021-03-03 13:05:05 main:574] : INFO : Epoch 1616 | loss: 0.0311093 | val_loss: 0.0311739 | Time: 2425.86 ms
[2021-03-03 13:05:08 main:574] : INFO : Epoch 1617 | loss: 0.031109 | val_loss: 0.0311788 | Time: 2433.38 ms
[2021-03-03 13:05:10 main:574] : INFO : Epoch 1618 | loss: 0.0311085 | val_loss: 0.031175 | Time: 2428.17 ms
[2021-03-03 13:05:13 main:574] : INFO : Epoch 1619 | loss: 0.0311218 | val_loss: 0.0311722 | Time: 2425.25 ms
[2021-03-03 13:05:15 main:574] : INFO : Epoch 1620 | loss: 0.0311264 | val_loss: 0.0311675 | Time: 2424.74 ms
[2021-03-03 13:05:18 main:574] : INFO : Epoch 1621 | loss: 0.0311272 | val_loss: 0.0311694 | Time: 2428.72 ms
[2021-03-03 13:05:20 main:574] : INFO : Epoch 1622 | loss: 0.0311243 | val_loss: 0.0311725 | Time: 2426.63 ms
[2021-03-03 13:05:23 main:574] : INFO : Epoch 1623 | loss: 0.0311192 | val_loss: 0.0311728 | Time: 2430.6 ms
[2021-03-03 13:05:25 main:574] : INFO : Epoch 1624 | loss: 0.0311159 | val_loss: 0.0311738 | Time: 2433.66 ms
[2021-03-03 13:05:27 main:574] : INFO : Epoch 1625 | loss: 0.0311231 | val_loss: 0.0311776 | Time: 2425.23 ms
[2021-03-03 13:05:30 main:574] : INFO : Epoch 1626 | loss: 0.0311225 | val_loss: 0.0311769 | Time: 2433.02 ms
[2021-03-03 13:05:32 main:574] : INFO : Epoch 1627 | loss: 0.0311221 | val_loss: 0.0311682 | Time: 2436.88 ms
[2021-03-03 13:05:35 main:574] : INFO : Epoch 1628 | loss: 0.0311304 | val_loss: 0.0311659 | Time: 2434.08 ms
[2021-03-03 13:05:37 main:574] : INFO : Epoch 1629 | loss: 0.0311237 | val_loss: 0.0311745 | Time: 2433.76 ms
[2021-03-03 13:05:40 main:574] : INFO : Epoch 1630 | loss: 0.0311284 | val_loss: 0.0311648 | Time: 2424.16 ms
[2021-03-03 13:05:42 main:574] : INFO : Epoch 1631 | loss: 0.0311319 | val_loss: 0.0311637 | Time: 2433.63 ms
[2021-03-03 13:05:45 main:574] : INFO : Epoch 1632 | loss: 0.0311277 | val_loss: 0.0311623 | Time: 2437.33 ms
[2021-03-03 13:05:47 main:574] : INFO : Epoch 1633 | loss: 0.031128 | val_loss: 0.0311651 | Time: 2433.02 ms
[2021-03-03 13:05:50 main:574] : INFO : Epoch 1634 | loss: 0.0311239 | val_loss: 0.0311645 | Time: 2446.3 ms
[2021-03-03 13:05:52 main:574] : INFO : Epoch 1635 | loss: 0.0311241 | val_loss: 0.0311692 | Time: 2438.98 ms
[2021-03-03 13:05:54 main:574] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.0311714 | Time: 2444.54 ms
[2021-03-03 13:05:57 main:574] : INFO : Epoch 1637 | loss: 0.03112 | val_loss: 0.0311725 | Time: 2431.2 ms
[2021-03-03 13:05:59 main:574] : INFO : Epoch 1638 | loss: 0.0311167 | val_loss: 0.0311709 | Time: 2427.03 ms
[2021-03-03 13:06:02 main:574] : INFO : Epoch 1639 | loss: 0.0311178 | val_loss: 0.0311755 | Time: 2430.02 ms
[2021-03-03 13:06:04 main:574] : INFO : Epoch 1640 | loss: 0.031115 | val_loss: 0.0311766 | Time: 2427.16 ms
[2021-03-03 13:06:07 main:574] : INFO : Epoch 1641 | loss: 0.0311158 | val_loss: 0.0311706 | Time: 2425.12 ms
[2021-03-03 13:06:09 main:574] : INFO : Epoch 1642 | loss: 0.0311168 | val_loss: 0.0311704 | Time: 2430.91 ms
[2021-03-03 13:06:12 main:574] : INFO : Epoch 1643 | loss: 0.031118 | val_loss: 0.0311718 | Time: 2417.99 ms
[2021-03-03 13:06:14 main:574] : INFO : Epoch 1644 | loss: 0.0311138 | val_loss: 0.0311775 | Time: 2428.08 ms
[2021-03-03 13:06:16 main:574] : INFO : Epoch 1645 | loss: 0.0311165 | val_loss: 0.031174 | Time: 2419.51 ms
[2021-03-03 13:06:19 main:574] : INFO : Epoch 1646 | loss: 0.0311175 | val_loss: 0.0311667 | Time: 2426.65 ms
[2021-03-03 13:06:21 main:574] : INFO : Epoch 1647 | loss: 0.0311137 | val_loss: 0.0311699 | Time: 2421.9 ms
[2021-03-03 13:06:24 main:574] : INFO : Epoch 1648 | loss: 0.0311173 | val_loss: 0.0311699 | Time: 2431.58 ms
[2021-03-03 13:06:26 main:574] : INFO : Epoch 1649 | loss: 0.0311152 | val_loss: 0.0311795 | Time: 2430.31 ms
[2021-03-03 13:06:29 main:574] : INFO : Epoch 1650 | loss: 0.0311177 | val_loss: 0.0311787 | Time: 2428.89 ms
[2021-03-03 13:06:31 main:574] : INFO : Epoch 1651 | loss: 0.0311149 | val_loss: 0.0311739 | Time: 2428.06 ms
[2021-03-03 13:06:34 main:574] : INFO : Epoch 1652 | loss: 0.031114 | val_loss: 0.0311837 | Time: 2438.39 ms
[2021-03-03 13:06:36 main:574] : INFO : Epoch 1653 | loss: 0.0311131 | val_loss: 0.0311768 | Time: 2446.21 ms
[2021-03-03 13:06:38 main:574] : INFO : Epoch 1654 | loss: 0.0311094 | val_loss: 0.0311814 | Time: 2442.8 ms
[2021-03-03 13:06:41 main:574] : INFO : Epoch 1655 | loss: 0.0311147 | val_loss: 0.0311736 | Time: 2443.24 ms
[2021-03-03 13:06:43 main:574] : INFO : Epoch 1656 | loss: 0.0311216 | val_loss: 0.0311759 | Time: 2437.98 ms
[2021-03-03 13:06:46 main:574] : INFO : Epoch 1657 | loss: 0.0311189 | val_loss: 0.0311728 | Time: 2425.24 ms
[2021-03-03 13:06:48 main:574] : INFO : Epoch 1658 | loss: 0.0311151 | val_loss: 0.0311837 | Time: 2425.22 ms
[2021-03-03 13:06:51 main:574] : INFO : Epoch 1659 | loss: 0.0311108 | val_loss: 0.0311787 | Time: 2426.12 ms
[2021-03-03 13:06:53 main:574] : INFO : Epoch 1660 | loss: 0.0311097 | val_loss: 0.0311746 | Time: 2418.46 ms
[2021-03-03 13:06:56 main:574] : INFO : Epoch 1661 | loss: 0.0311072 | val_loss: 0.031179 | Time: 2425.54 ms
[2021-03-03 13:06:58 main:574] : INFO : Epoch 1662 | loss: 0.0311103 | val_loss: 0.0311765 | Time: 2439.75 ms
[2021-03-03 13:07:00 main:574] : INFO : Epoch 1663 | loss: 0.0311131 | val_loss: 0.0311782 | Time: 2428.12 ms
[2021-03-03 13:07:03 main:574] : INFO : Epoch 1664 | loss: 0.0311163 | val_loss: 0.0311705 | Time: 2429.58 ms
[2021-03-03 13:07:05 main:574] : INFO : Epoch 1665 | loss: 0.0311124 | val_loss: 0.0311753 | Time: 2423.79 ms
[2021-03-03 13:07:08 main:574] : INFO : Epoch 1666 | loss: 0.0311119 | val_loss: 0.0311723 | Time: 2426.1 ms
[2021-03-03 13:07:10 main:574] : INFO : Epoch 1667 | loss: 0.0311117 | val_loss: 0.0311736 | Time: 2420.48 ms
[2021-03-03 13:07:13 main:574] : INFO : Epoch 1668 | loss: 0.0311112 | val_loss: 0.0311865 | Time: 2436.44 ms
[2021-03-03 13:07:15 main:574] : INFO : Epoch 1669 | loss: 0.0311117 | val_loss: 0.0311803 | Time: 2430.59 ms
[2021-03-03 13:07:18 main:574] : INFO : Epoch 1670 | loss: 0.031111 | val_loss: 0.0311755 | Time: 2426.48 ms
[2021-03-03 13:07:20 main:574] : INFO : Epoch 1671 | loss: 0.0311094 | val_loss: 0.031172 | Time: 2437.23 ms
[2021-03-03 13:07:22 main:574] : INFO : Epoch 1672 | loss: 0.0311088 | val_loss: 0.0311854 | Time: 2422.73 ms
[2021-03-03 13:07:25 main:574] : INFO : Epoch 1673 | loss: 0.031109 | val_loss: 0.0311849 | Time: 2427.7 ms
[2021-03-03 13:07:27 main:574] : INFO : Epoch 1674 | loss: 0.0311082 | val_loss: 0.0311811 | Time: 2437.85 ms
[2021-03-03 13:07:30 main:574] : INFO : Epoch 1675 | loss: 0.0311114 | val_loss: 0.031173 | Time: 2447.28 ms
[2021-03-03 13:07:32 main:574] : INFO : Epoch 1676 | loss: 0.0311118 | val_loss: 0.0311717 | Time: 2425.05 ms
[2021-03-03 13:07:35 main:574] : INFO : Epoch 1677 | loss: 0.0311196 | val_loss: 0.0311789 | Time: 2425.97 ms
[2021-03-03 13:07:37 main:574] : INFO : Epoch 1678 | loss: 0.0311192 | val_loss: 0.0311767 | Time: 2426.47 ms
[2021-03-03 13:07:40 main:574] : INFO : Epoch 1679 | loss: 0.0311075 | val_loss: 0.0311813 | Time: 2422.29 ms
[2021-03-03 13:07:42 main:574] : INFO : Epoch 1680 | loss: 0.0311086 | val_loss: 0.0311767 | Time: 2430.59 ms
[2021-03-03 13:07:45 main:574] : INFO : Epoch 1681 | loss: 0.0311079 | val_loss: 0.0311853 | Time: 2431 ms
[2021-03-03 13:07:47 main:574] : INFO : Epoch 1682 | loss: 0.0311114 | val_loss: 0.0311712 | Time: 2430.05 ms
[2021-03-03 13:07:49 main:574] : INFO : Epoch 1683 | loss: 0.0311101 | val_loss: 0.0311745 | Time: 2429.91 ms
[2021-03-03 13:07:52 main:574] : INFO : Epoch 1684 | loss: 0.0311125 | val_loss: 0.0311763 | Time: 2426.47 ms
[2021-03-03 13:07:54 main:574] : INFO : Epoch 1685 | loss: 0.0311194 | val_loss: 0.0311762 | Time: 2425.85 ms
[2021-03-03 13:07:57 main:574] : INFO : Epoch 1686 | loss: 0.0311125 | val_loss: 0.0311722 | Time: 2428.92 ms
[2021-03-03 13:07:59 main:574] : INFO : Epoch 1687 | loss: 0.0311082 | val_loss: 0.0311746 | Time: 2421.49 ms
[2021-03-03 13:08:02 main:574] : INFO : Epoch 1688 | loss: 0.031108 | val_loss: 0.0311795 | Time: 2423.7 ms
[2021-03-03 13:08:04 main:574] : INFO : Epoch 1689 | loss: 0.0311067 | val_loss: 0.0311745 | Time: 2416.3 ms
[2021-03-03 13:08:06 main:574] : INFO : Epoch 1690 | loss: 0.0311074 | val_loss: 0.0311766 | Time: 2426.7 ms
[2021-03-03 13:08:09 main:574] : INFO : Epoch 1691 | loss: 0.0311066 | val_loss: 0.0311714 | Time: 2431.95 ms
[2021-03-03 13:08:11 main:574] : INFO : Epoch 1692 | loss: 0.0311036 | val_loss: 0.0311761 | Time: 2452.73 ms
[2021-03-03 13:08:14 main:574] : INFO : Epoch 1693 | loss: 0.0311067 | val_loss: 0.0311807 | Time: 2433.42 ms
[2021-03-03 13:08:16 main:574] : INFO : Epoch 1694 | loss: 0.0311075 | val_loss: 0.031177 | Time: 2447.62 ms
[2021-03-03 13:08:19 main:574] : INFO : Epoch 1695 | loss: 0.0311048 | val_loss: 0.0311797 | Time: 2449.26 ms
[2021-03-03 13:08:21 main:574] : INFO : Epoch 1696 | loss: 0.0311081 | val_loss: 0.0311719 | Time: 2432.82 ms
[2021-03-03 13:08:24 main:574] : INFO : Epoch 1697 | loss: 0.0311112 | val_loss: 0.0311785 | Time: 2423.95 ms
[2021-03-03 13:08:26 main:574] : INFO : Epoch 1698 | loss: 0.0311429 | val_loss: 0.0311647 | Time: 2424.5 ms
[2021-03-03 13:08:29 main:574] : INFO : Epoch 1699 | loss: 0.0311387 | val_loss: 0.0311613 | Time: 2415.59 ms
[2021-03-03 13:08:31 main:574] : INFO : Epoch 1700 | loss: 0.0311366 | val_loss: 0.0311655 | Time: 2425.99 ms
[2021-03-03 13:08:33 main:574] : INFO : Epoch 1701 | loss: 0.0311315 | val_loss: 0.0311619 | Time: 2417.35 ms
[2021-03-03 13:08:36 main:574] : INFO : Epoch 1702 | loss: 0.031128 | val_loss: 0.0311601 | Time: 2421.41 ms
[2021-03-03 13:08:38 main:574] : INFO : Epoch 1703 | loss: 0.0311255 | val_loss: 0.0311621 | Time: 2435.05 ms
[2021-03-03 13:08:41 main:574] : INFO : Epoch 1704 | loss: 0.0311258 | val_loss: 0.0311643 | Time: 2429.21 ms
[2021-03-03 13:08:43 main:574] : INFO : Epoch 1705 | loss: 0.0311231 | val_loss: 0.0311719 | Time: 2433.39 ms
[2021-03-03 13:08:46 main:574] : INFO : Epoch 1706 | loss: 0.031121 | val_loss: 0.0311666 | Time: 2427.47 ms
[2021-03-03 13:08:48 main:574] : INFO : Epoch 1707 | loss: 0.0311213 | val_loss: 0.0311705 | Time: 2430.8 ms
[2021-03-03 13:08:51 main:574] : INFO : Epoch 1708 | loss: 0.031119 | val_loss: 0.0311718 | Time: 2430.87 ms
[2021-03-03 13:08:53 main:574] : INFO : Epoch 1709 | loss: 0.0311179 | val_loss: 0.0311721 | Time: 2428.4 ms
[2021-03-03 13:08:55 main:574] : INFO : Epoch 1710 | loss: 0.0311186 | val_loss: 0.0311698 | Time: 2431.84 ms
[2021-03-03 13:08:58 main:574] : INFO : Epoch 1711 | loss: 0.0311159 | val_loss: 0.0311664 | Time: 2439.4 ms
[2021-03-03 13:09:00 main:574] : INFO : Epoch 1712 | loss: 0.0311126 | val_loss: 0.0311744 | Time: 2423.33 ms
[2021-03-03 13:09:03 main:574] : INFO : Epoch 1713 | loss: 0.0311134 | val_loss: 0.0311712 | Time: 2437.77 ms
[2021-03-03 13:09:05 main:574] : INFO : Epoch 1714 | loss: 0.031117 | val_loss: 0.0311703 | Time: 2450.39 ms
[2021-03-03 13:09:08 main:574] : INFO : Epoch 1715 | loss: 0.03112 | val_loss: 0.0311715 | Time: 2438.69 ms
[2021-03-03 13:09:10 main:574] : INFO : Epoch 1716 | loss: 0.031118 | val_loss: 0.0311753 | Time: 2439.14 ms
[2021-03-03 13:09:13 main:574] : INFO : Epoch 1717 | loss: 0.031114 | val_loss: 0.0311732 | Time: 2429.08 ms
[2021-03-03 13:09:15 main:574] : INFO : Epoch 1718 | loss: 0.0311131 | val_loss: 0.0311751 | Time: 2436.26 ms
[2021-03-03 13:09:18 main:574] : INFO : Epoch 1719 | loss: 0.0311166 | val_loss: 0.0311754 | Time: 2423.48 ms
[2021-03-03 13:09:20 main:574] : INFO : Epoch 1720 | loss: 0.0311202 | val_loss: 0.0311678 | Time: 2441.2 ms
[2021-03-03 13:09:22 main:574] : INFO : Epoch 1721 | loss: 0.031114 | val_loss: 0.0311706 | Time: 2436.76 ms
[2021-03-03 13:09:25 main:574] : INFO : Epoch 1722 | loss: 0.031114 | val_loss: 0.0311681 | Time: 2437.48 ms
[2021-03-03 13:09:27 main:574] : INFO : Epoch 1723 | loss: 0.0311129 | val_loss: 0.0311712 | Time: 2433.65 ms
[2021-03-03 13:09:30 main:574] : INFO : Epoch 1724 | loss: 0.0311086 | val_loss: 0.0311786 | Time: 2431.93 ms
[2021-03-03 13:09:32 main:574] : INFO : Epoch 1725 | loss: 0.0311128 | val_loss: 0.0311738 | Time: 2439.12 ms
[2021-03-03 13:09:35 main:574] : INFO : Epoch 1726 | loss: 0.0311102 | val_loss: 0.0311775 | Time: 2433.27 ms
[2021-03-03 13:09:37 main:574] : INFO : Epoch 1727 | loss: 0.0311176 | val_loss: 0.0311637 | Time: 2423.44 ms
[2021-03-03 13:09:40 main:574] : INFO : Epoch 1728 | loss: 0.0311142 | val_loss: 0.0311688 | Time: 2424.38 ms
[2021-03-03 13:09:42 main:574] : INFO : Epoch 1729 | loss: 0.0311098 | val_loss: 0.0311766 | Time: 2427.52 ms
[2021-03-03 13:09:44 main:574] : INFO : Epoch 1730 | loss: 0.0311085 | val_loss: 0.0311784 | Time: 2439.9 ms
[2021-03-03 13:09:47 main:574] : INFO : Epoch 1731 | loss: 0.0311096 | val_loss: 0.0311744 | Time: 2422.54 ms
[2021-03-03 13:09:49 main:574] : INFO : Epoch 1732 | loss: 0.0311129 | val_loss: 0.0311683 | Time: 2430.71 ms
[2021-03-03 13:09:52 main:574] : INFO : Epoch 1733 | loss: 0.0311139 | val_loss: 0.0311743 | Time: 2439.94 ms
[2021-03-03 13:09:54 main:574] : INFO : Epoch 1734 | loss: 0.0311142 | val_loss: 0.0311685 | Time: 2443.44 ms
[2021-03-03 13:09:57 main:574] : INFO : Epoch 1735 | loss: 0.0311255 | val_loss: 0.0311729 | Time: 2446.36 ms
[2021-03-03 13:09:59 main:574] : INFO : Epoch 1736 | loss: 0.0311135 | val_loss: 0.0311696 | Time: 2432.63 ms
[2021-03-03 13:10:02 main:574] : INFO : Epoch 1737 | loss: 0.0311135 | val_loss: 0.0311728 | Time: 2430.04 ms
[2021-03-03 13:10:04 main:574] : INFO : Epoch 1738 | loss: 0.0311103 | val_loss: 0.031166 | Time: 2423.44 ms
[2021-03-03 13:10:07 main:574] : INFO : Epoch 1739 | loss: 0.0311124 | val_loss: 0.0311712 | Time: 2426.34 ms
[2021-03-03 13:10:09 main:574] : INFO : Epoch 1740 | loss: 0.0311233 | val_loss: 0.0311615 | Time: 2431.36 ms
[2021-03-03 13:10:11 main:574] : INFO : Epoch 1741 | loss: 0.0311216 | val_loss: 0.0311655 | Time: 2429.37 ms
[2021-03-03 13:10:14 main:574] : INFO : Epoch 1742 | loss: 0.0311202 | val_loss: 0.0311658 | Time: 2421.8 ms
[2021-03-03 13:10:16 main:574] : INFO : Epoch 1743 | loss: 0.0311242 | val_loss: 0.0311688 | Time: 2432.38 ms
[2021-03-03 13:10:19 main:574] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 2432.09 ms
[2021-03-03 13:10:21 main:574] : INFO : Epoch 1745 | loss: 0.0311647 | val_loss: 0.0311639 | Time: 2428 ms
[2021-03-03 13:10:24 main:574] : INFO : Epoch 1746 | loss: 0.0311646 | val_loss: 0.0311687 | Time: 2431.41 ms
[2021-03-03 13:10:26 main:574] : INFO : Epoch 1747 | loss: 0.0311632 | val_loss: 0.0311658 | Time: 2422.92 ms
[2021-03-03 13:10:29 main:574] : INFO : Epoch 1748 | loss: 0.0311603 | val_loss: 0.0311628 | Time: 2431.77 ms
[2021-03-03 13:10:31 main:574] : INFO : Epoch 1749 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 2426.99 ms
[2021-03-03 13:10:33 main:574] : INFO : Epoch 1750 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 2436.45 ms
[2021-03-03 13:10:36 main:574] : INFO : Epoch 1751 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 2424.83 ms
[2021-03-03 13:10:38 main:574] : INFO : Epoch 1752 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 2441.17 ms
[2021-03-03 13:10:41 main:574] : INFO : Epoch 1753 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 2426.69 ms
[2021-03-03 13:10:43 main:574] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 2450.63 ms
[2021-03-03 13:10:46 main:574] : INFO : Epoch 1755 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 2439.8 ms
[2021-03-03 13:10:48 main:574] : INFO : Epoch 1756 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2436.8 ms
[2021-03-03 13:10:51 main:574] : INFO : Epoch 1757 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 2429.48 ms
[2021-03-03 13:10:53 main:574] : INFO : Epoch 1758 | loss: 0.0311764 | val_loss: 0.0311732 | Time: 2419.29 ms
[2021-03-03 13:10:55 main:574] : INFO : Epoch 1759 | loss: 0.031174 | val_loss: 0.0311738 | Time: 2420.93 ms
[2021-03-03 13:10:58 main:574] : INFO : Epoch 1760 | loss: 0.0311696 | val_loss: 0.0311687 | Time: 2425.58 ms
[2021-03-03 13:11:00 main:574] : INFO : Epoch 1761 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 2430.5 ms
[2021-03-03 13:11:03 main:574] : INFO : Epoch 1762 | loss: 0.0311646 | val_loss: 0.0311669 | Time: 2434.92 ms
[2021-03-03 13:11:05 main:574] : INFO : Epoch 1763 | loss: 0.0311625 | val_loss: 0.0311657 | Time: 2428 ms
[2021-03-03 13:11:08 main:574] : INFO : Epoch 1764 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2414.11 ms
[2021-03-03 13:11:10 main:574] : INFO : Epoch 1765 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 2423.55 ms
[2021-03-03 13:11:13 main:574] : INFO : Epoch 1766 | loss: 0.03116 | val_loss: 0.0311652 | Time: 2429.64 ms
[2021-03-03 13:11:15 main:574] : INFO : Epoch 1767 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 2421.15 ms
[2021-03-03 13:11:17 main:574] : INFO : Epoch 1768 | loss: 0.0311611 | val_loss: 0.0311653 | Time: 2420.31 ms
[2021-03-03 13:11:20 main:574] : INFO : Epoch 1769 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 2425.02 ms
[2021-03-03 13:11:22 main:574] : INFO : Epoch 1770 | loss: 0.0311587 | val_loss: 0.0311648 | Time: 2447.06 ms
[2021-03-03 13:11:25 main:574] : INFO : Epoch 1771 | loss: 0.031158 | val_loss: 0.0311649 | Time: 2430.98 ms
[2021-03-03 13:11:27 main:574] : INFO : Epoch 1772 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 2438.2 ms
[2021-03-03 13:11:30 main:574] : INFO : Epoch 1773 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 2433.49 ms
[2021-03-03 13:11:32 main:574] : INFO : Epoch 1774 | loss: 0.0311551 | val_loss: 0.0311633 | Time: 2438.09 ms
[2021-03-03 13:11:35 main:574] : INFO : Epoch 1775 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 2430.51 ms
[2021-03-03 13:11:37 main:574] : INFO : Epoch 1776 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 2424.37 ms
[2021-03-03 13:11:40 main:574] : INFO : Epoch 1777 | loss: 0.0311515 | val_loss: 0.0311623 | Time: 2432.38 ms
[2021-03-03 13:11:42 main:574] : INFO : Epoch 1778 | loss: 0.0311522 | val_loss: 0.0311668 | Time: 2431.66 ms
[2021-03-03 13:11:44 main:574] : INFO : Epoch 1779 | loss: 0.0311523 | val_loss: 0.0311735 | Time: 2430.7 ms
[2021-03-03 13:11:47 main:574] : INFO : Epoch 1780 | loss: 0.0311581 | val_loss: 0.031177 | Time: 2425.86 ms
[2021-03-03 13:11:49 main:574] : INFO : Epoch 1781 | loss: 0.0311645 | val_loss: 0.0311645 | Time: 2424.21 ms
[2021-03-03 13:11:52 main:574] : INFO : Epoch 1782 | loss: 0.0311584 | val_loss: 0.031163 | Time: 2425.54 ms
[2021-03-03 13:11:54 main:574] : INFO : Epoch 1783 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 2421.01 ms
[2021-03-03 13:11:57 main:574] : INFO : Epoch 1784 | loss: 0.0311544 | val_loss: 0.0311646 | Time: 2425.4 ms
[2021-03-03 13:11:59 main:574] : INFO : Epoch 1785 | loss: 0.0311512 | val_loss: 0.0311637 | Time: 2429.58 ms
[2021-03-03 13:12:02 main:574] : INFO : Epoch 1786 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 2428.56 ms
[2021-03-03 13:12:04 main:574] : INFO : Epoch 1787 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2428.36 ms
[2021-03-03 13:12:06 main:574] : INFO : Epoch 1788 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 2424.27 ms
[2021-03-03 13:12:09 main:574] : INFO : Epoch 1789 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 2429.39 ms
[2021-03-03 13:12:11 main:574] : INFO : Epoch 1790 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 2428.44 ms
[2021-03-03 13:12:14 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 2422.47 ms
[2021-03-03 13:12:16 main:574] : INFO : Epoch 1792 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 2431.04 ms
[2021-03-03 13:12:19 main:574] : INFO : Epoch 1793 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2429.27 ms
[2021-03-03 13:12:21 main:574] : INFO : Epoch 1794 | loss: 0.0311512 | val_loss: 0.0311666 | Time: 2438.54 ms
[2021-03-03 13:12:24 main:574] : INFO : Epoch 1795 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 2428.62 ms
[2021-03-03 13:12:26 main:574] : INFO : Epoch 1796 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 2430.11 ms
[2021-03-03 13:12:28 main:574] : INFO : Epoch 1797 | loss: 0.0311493 | val_loss: 0.031164 | Time: 2424.6 ms
[2021-03-03 13:12:31 main:574] : INFO : Epoch 1798 | loss: 0.031149 | val_loss: 0.0311619 | Time: 2414.6 ms
[2021-03-03 13:12:33 main:574] : INFO : Epoch 1799 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 2430.14 ms
[2021-03-03 13:12:36 main:574] : INFO : Epoch 1800 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2428.56 ms
[2021-03-03 13:12:38 main:574] : INFO : Epoch 1801 | loss: 0.0311493 | val_loss: 0.0311638 | Time: 2424.01 ms
[2021-03-03 13:12:41 main:574] : INFO : Epoch 1802 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 2436.13 ms
[2021-03-03 13:12:43 main:574] : INFO : Epoch 1803 | loss: 0.0311461 | val_loss: 0.0311651 | Time: 2427.66 ms
[2021-03-03 13:12:46 main:574] : INFO : Epoch 1804 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 2434.52 ms
[2021-03-03 13:12:48 main:574] : INFO : Epoch 1805 | loss: 0.0311507 | val_loss: 0.031165 | Time: 2414.81 ms
[2021-03-03 13:12:50 main:574] : INFO : Epoch 1806 | loss: 0.0311501 | val_loss: 0.0311618 | Time: 2419.52 ms
[2021-03-03 13:12:53 main:574] : INFO : Epoch 1807 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 2431.99 ms
[2021-03-03 13:12:55 main:574] : INFO : Epoch 1808 | loss: 0.031149 | val_loss: 0.0311631 | Time: 2422.47 ms
[2021-03-03 13:12:58 main:574] : INFO : Epoch 1809 | loss: 0.0311485 | val_loss: 0.0311621 | Time: 2420.44 ms
[2021-03-03 13:13:00 main:574] : INFO : Epoch 1810 | loss: 0.0311474 | val_loss: 0.0311648 | Time: 2430.9 ms
[2021-03-03 13:13:03 main:574] : INFO : Epoch 1811 | loss: 0.0311482 | val_loss: 0.0311688 | Time: 2434.79 ms
[2021-03-03 13:13:05 main:574] : INFO : Epoch 1812 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 2424.61 ms
[2021-03-03 13:13:08 main:574] : INFO : Epoch 1813 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2432.53 ms
[2021-03-03 13:13:10 main:574] : INFO : Epoch 1814 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 2448.31 ms
[2021-03-03 13:13:12 main:574] : INFO : Epoch 1815 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2442.11 ms
[2021-03-03 13:13:15 main:574] : INFO : Epoch 1816 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 2422.73 ms
[2021-03-03 13:13:17 main:574] : INFO : Epoch 1817 | loss: 0.0311578 | val_loss: 0.0311679 | Time: 2428.75 ms
[2021-03-03 13:13:20 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 2426.91 ms
[2021-03-03 13:13:22 main:574] : INFO : Epoch 1819 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 2418.33 ms
[2021-03-03 13:13:25 main:574] : INFO : Epoch 1820 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2432.09 ms
[2021-03-03 13:13:27 main:574] : INFO : Epoch 1821 | loss: 0.0311592 | val_loss: 0.0311774 | Time: 2426.5 ms
[2021-03-03 13:13:30 main:574] : INFO : Epoch 1822 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 2423.1 ms
[2021-03-03 13:13:32 main:574] : INFO : Epoch 1823 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2431.67 ms
[2021-03-03 13:13:34 main:574] : INFO : Epoch 1824 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 2422.39 ms
[2021-03-03 13:13:37 main:574] : INFO : Epoch 1825 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2422.93 ms
[2021-03-03 13:13:39 main:574] : INFO : Epoch 1826 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 2429.98 ms
[2021-03-03 13:13:42 main:574] : INFO : Epoch 1827 | loss: 0.0311534 | val_loss: 0.03117 | Time: 2419.73 ms
[2021-03-03 13:13:44 main:574] : INFO : Epoch 1828 | loss: 0.031152 | val_loss: 0.0311693 | Time: 2430.91 ms
[2021-03-03 13:13:47 main:574] : INFO : Epoch 1829 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 2431.62 ms
[2021-03-03 13:13:49 main:574] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 2428.57 ms
[2021-03-03 13:13:52 main:574] : INFO : Epoch 1831 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 2440.02 ms
[2021-03-03 13:13:54 main:574] : INFO : Epoch 1832 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 2424.46 ms
[2021-03-03 13:13:56 main:574] : INFO : Epoch 1833 | loss: 0.0311504 | val_loss: 0.0311688 | Time: 2434.99 ms
[2021-03-03 13:13:59 main:574] : INFO : Epoch 1834 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 2457.8 ms
[2021-03-03 13:14:01 main:574] : INFO : Epoch 1835 | loss: 0.031151 | val_loss: 0.0311661 | Time: 2433.97 ms
[2021-03-03 13:14:04 main:574] : INFO : Epoch 1836 | loss: 0.031152 | val_loss: 0.031167 | Time: 2431.87 ms
[2021-03-03 13:14:06 main:574] : INFO : Epoch 1837 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 2432.98 ms
[2021-03-03 13:14:09 main:574] : INFO : Epoch 1838 | loss: 0.0311511 | val_loss: 0.0311659 | Time: 2427.82 ms
[2021-03-03 13:14:11 main:574] : INFO : Epoch 1839 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 2436.99 ms
[2021-03-03 13:14:14 main:574] : INFO : Epoch 1840 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2426.93 ms
[2021-03-03 13:14:16 main:574] : INFO : Epoch 1841 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2426.52 ms
[2021-03-03 13:14:19 main:574] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.0311771 | Time: 2432.14 ms
[2021-03-03 13:14:21 main:574] : INFO : Epoch 1843 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 2426.39 ms
[2021-03-03 13:14:23 main:574] : INFO : Epoch 1844 | loss: 0.0311461 | val_loss: 0.0311703 | Time: 2420.73 ms
[2021-03-03 13:14:26 main:574] : INFO : Epoch 1845 | loss: 0.0311465 | val_loss: 0.0311654 | Time: 2436.95 ms
[2021-03-03 13:14:28 main:574] : INFO : Epoch 1846 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 2430.42 ms
[2021-03-03 13:14:31 main:574] : INFO : Epoch 1847 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 2428.87 ms
[2021-03-03 13:14:33 main:574] : INFO : Epoch 1848 | loss: 0.0311461 | val_loss: 0.0311701 | Time: 2439.78 ms
[2021-03-03 13:14:36 main:574] : INFO : Epoch 1849 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 2426.89 ms
[2021-03-03 13:14:38 main:574] : INFO : Epoch 1850 | loss: 0.0311492 | val_loss: 0.0311668 | Time: 2442.25 ms
[2021-03-03 13:14:41 main:574] : INFO : Epoch 1851 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 2438.95 ms
[2021-03-03 13:14:43 main:574] : INFO : Epoch 1852 | loss: 0.0311508 | val_loss: 0.0311691 | Time: 2446.83 ms
[2021-03-03 13:14:45 main:574] : INFO : Epoch 1853 | loss: 0.0311533 | val_loss: 0.0311656 | Time: 2431.96 ms
[2021-03-03 13:14:48 main:574] : INFO : Epoch 1854 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 2442.83 ms
[2021-03-03 13:14:50 main:574] : INFO : Epoch 1855 | loss: 0.0311516 | val_loss: 0.0311665 | Time: 2444.01 ms
[2021-03-03 13:14:53 main:574] : INFO : Epoch 1856 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 2435.62 ms
[2021-03-03 13:14:55 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311646 | Time: 2425.26 ms
[2021-03-03 13:14:58 main:574] : INFO : Epoch 1858 | loss: 0.0311488 | val_loss: 0.031165 | Time: 2445.99 ms
[2021-03-03 13:15:00 main:574] : INFO : Epoch 1859 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 2427.34 ms
[2021-03-03 13:15:03 main:574] : INFO : Epoch 1860 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 2431.17 ms
[2021-03-03 13:15:05 main:574] : INFO : Epoch 1861 | loss: 0.0311501 | val_loss: 0.0311646 | Time: 2435.35 ms
[2021-03-03 13:15:08 main:574] : INFO : Epoch 1862 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 2429.88 ms
[2021-03-03 13:15:10 main:574] : INFO : Epoch 1863 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 2425.89 ms
[2021-03-03 13:15:12 main:574] : INFO : Epoch 1864 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 2425.04 ms
[2021-03-03 13:15:15 main:574] : INFO : Epoch 1865 | loss: 0.031152 | val_loss: 0.0311652 | Time: 2429.46 ms
[2021-03-03 13:15:17 main:574] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 2417.76 ms
[2021-03-03 13:15:20 main:574] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311682 | Time: 2433.5 ms
[2021-03-03 13:15:22 main:574] : INFO : Epoch 1868 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 2429.46 ms
[2021-03-03 13:15:25 main:574] : INFO : Epoch 1869 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 2436.86 ms
[2021-03-03 13:15:27 main:574] : INFO : Epoch 1870 | loss: 0.031154 | val_loss: 0.0311682 | Time: 2421.19 ms
[2021-03-03 13:15:30 main:574] : INFO : Epoch 1871 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 2434 ms
[2021-03-03 13:15:32 main:574] : INFO : Epoch 1872 | loss: 0.031146 | val_loss: 0.0311637 | Time: 2435.07 ms
[2021-03-03 13:15:34 main:574] : INFO : Epoch 1873 | loss: 0.0311465 | val_loss: 0.0311675 | Time: 2439.25 ms
[2021-03-03 13:15:37 main:574] : INFO : Epoch 1874 | loss: 0.031145 | val_loss: 0.0311699 | Time: 2438.58 ms
[2021-03-03 13:15:39 main:574] : INFO : Epoch 1875 | loss: 0.0311452 | val_loss: 0.0311688 | Time: 2445.08 ms
[2021-03-03 13:15:42 main:574] : INFO : Epoch 1876 | loss: 0.0311443 | val_loss: 0.0311666 | Time: 2428.67 ms
[2021-03-03 13:15:44 main:574] : INFO : Epoch 1877 | loss: 0.0311452 | val_loss: 0.0311646 | Time: 2442.23 ms
[2021-03-03 13:15:47 main:574] : INFO : Epoch 1878 | loss: 0.0311418 | val_loss: 0.031165 | Time: 2434.72 ms
[2021-03-03 13:15:49 main:574] : INFO : Epoch 1879 | loss: 0.0311426 | val_loss: 0.031165 | Time: 2421.97 ms
[2021-03-03 13:15:52 main:574] : INFO : Epoch 1880 | loss: 0.0311412 | val_loss: 0.0311683 | Time: 2425.63 ms
[2021-03-03 13:15:54 main:574] : INFO : Epoch 1881 | loss: 0.0311394 | val_loss: 0.031168 | Time: 2437.78 ms
[2021-03-03 13:15:57 main:574] : INFO : Epoch 1882 | loss: 0.0311399 | val_loss: 0.0311702 | Time: 2432.11 ms
[2021-03-03 13:15:59 main:574] : INFO : Epoch 1883 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 2433.33 ms
[2021-03-03 13:16:01 main:574] : INFO : Epoch 1884 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 2431.82 ms
[2021-03-03 13:16:04 main:574] : INFO : Epoch 1885 | loss: 0.03114 | val_loss: 0.0311667 | Time: 2418.99 ms
[2021-03-03 13:16:06 main:574] : INFO : Epoch 1886 | loss: 0.0311384 | val_loss: 0.0311669 | Time: 2432 ms
[2021-03-03 13:16:09 main:574] : INFO : Epoch 1887 | loss: 0.031138 | val_loss: 0.0311677 | Time: 2423.46 ms
[2021-03-03 13:16:11 main:574] : INFO : Epoch 1888 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 2417.45 ms
[2021-03-03 13:16:14 main:574] : INFO : Epoch 1889 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 2430.75 ms
[2021-03-03 13:16:16 main:574] : INFO : Epoch 1890 | loss: 0.031146 | val_loss: 0.0311639 | Time: 2424.41 ms
[2021-03-03 13:16:19 main:574] : INFO : Epoch 1891 | loss: 0.0311469 | val_loss: 0.0311641 | Time: 2429.1 ms
[2021-03-03 13:16:21 main:574] : INFO : Epoch 1892 | loss: 0.0311422 | val_loss: 0.0311689 | Time: 2429.49 ms
[2021-03-03 13:16:23 main:574] : INFO : Epoch 1893 | loss: 0.0311406 | val_loss: 0.0311634 | Time: 2425.81 ms
[2021-03-03 13:16:26 main:574] : INFO : Epoch 1894 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 2443.55 ms
[2021-03-03 13:16:28 main:574] : INFO : Epoch 1895 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 2442.32 ms
[2021-03-03 13:16:31 main:574] : INFO : Epoch 1896 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 2422.55 ms
[2021-03-03 13:16:33 main:574] : INFO : Epoch 1897 | loss: 0.0311463 | val_loss: 0.0311665 | Time: 2426.61 ms
[2021-03-03 13:16:36 main:574] : INFO : Epoch 1898 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 2434.96 ms
[2021-03-03 13:16:38 main:574] : INFO : Epoch 1899 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 2430.23 ms
[2021-03-03 13:16:41 main:574] : INFO : Epoch 1900 | loss: 0.0311447 | val_loss: 0.0311665 | Time: 2423.97 ms
[2021-03-03 13:16:43 main:574] : INFO : Epoch 1901 | loss: 0.0311422 | val_loss: 0.0311682 | Time: 2424.69 ms
[2021-03-03 13:16:45 main:574] : INFO : Epoch 1902 | loss: 0.0311417 | val_loss: 0.031164 | Time: 2418.96 ms
[2021-03-03 13:16:48 main:574] : INFO : Epoch 1903 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 2423.82 ms
[2021-03-03 13:16:50 main:574] : INFO : Epoch 1904 | loss: 0.0311449 | val_loss: 0.0311818 | Time: 2421.87 ms
[2021-03-03 13:16:53 main:574] : INFO : Epoch 1905 | loss: 0.0311452 | val_loss: 0.0311691 | Time: 2420.25 ms
[2021-03-03 13:16:55 main:574] : INFO : Epoch 1906 | loss: 0.0311412 | val_loss: 0.0311698 | Time: 2428.32 ms
[2021-03-03 13:16:58 main:574] : INFO : Epoch 1907 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 2427.21 ms
[2021-03-03 13:17:00 main:574] : INFO : Epoch 1908 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 2433.85 ms
[2021-03-03 13:17:03 main:574] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311713 | Time: 2427.21 ms
[2021-03-03 13:17:05 main:574] : INFO : Epoch 1910 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 2431.52 ms
[2021-03-03 13:17:07 main:574] : INFO : Epoch 1911 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 2443.8 ms
[2021-03-03 13:17:10 main:574] : INFO : Epoch 1912 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 2431.69 ms
[2021-03-03 13:17:12 main:574] : INFO : Epoch 1913 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 2436.55 ms
[2021-03-03 13:17:15 main:574] : INFO : Epoch 1914 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 2432.49 ms
[2021-03-03 13:17:17 main:574] : INFO : Epoch 1915 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 2446.17 ms
[2021-03-03 13:17:20 main:574] : INFO : Epoch 1916 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 2439.07 ms
[2021-03-03 13:17:22 main:574] : INFO : Epoch 1917 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 2436.44 ms
[2021-03-03 13:17:25 main:574] : INFO : Epoch 1918 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 2425.53 ms
[2021-03-03 13:17:27 main:574] : INFO : Epoch 1919 | loss: 0.0311569 | val_loss: 0.031174 | Time: 2431.83 ms
[2021-03-03 13:17:30 main:574] : INFO : Epoch 1920 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 2432.16 ms
[2021-03-03 13:17:32 main:574] : INFO : Epoch 1921 | loss: 0.0311549 | val_loss: 0.031165 | Time: 2430.05 ms
[2021-03-03 13:17:34 main:574] : INFO : Epoch 1922 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 2424.11 ms
[2021-03-03 13:17:37 main:574] : INFO : Epoch 1923 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 2423.02 ms
[2021-03-03 13:17:39 main:574] : INFO : Epoch 1924 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 2422.92 ms
[2021-03-03 13:17:42 main:574] : INFO : Epoch 1925 | loss: 0.0311521 | val_loss: 0.0311635 | Time: 2425.23 ms
[2021-03-03 13:17:44 main:574] : INFO : Epoch 1926 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 2424.93 ms
[2021-03-03 13:17:47 main:574] : INFO : Epoch 1927 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 2419.74 ms
[2021-03-03 13:17:49 main:574] : INFO : Epoch 1928 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 2433.71 ms
[2021-03-03 13:17:52 main:574] : INFO : Epoch 1929 | loss: 0.0311511 | val_loss: 0.0311662 | Time: 2427.89 ms
[2021-03-03 13:17:54 main:574] : INFO : Epoch 1930 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 2435.07 ms
[2021-03-03 13:17:56 main:574] : INFO : Epoch 1931 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 2431.16 ms
[2021-03-03 13:17:59 main:574] : INFO : Epoch 1932 | loss: 0.0311476 | val_loss: 0.0311683 | Time: 2438.04 ms
[2021-03-03 13:18:01 main:574] : INFO : Epoch 1933 | loss: 0.0311471 | val_loss: 0.0311688 | Time: 2432.4 ms
[2021-03-03 13:18:04 main:574] : INFO : Epoch 1934 | loss: 0.0311463 | val_loss: 0.0311673 | Time: 2433.7 ms
[2021-03-03 13:18:06 main:574] : INFO : Epoch 1935 | loss: 0.0311471 | val_loss: 0.0311686 | Time: 2442.15 ms
[2021-03-03 13:18:09 main:574] : INFO : Epoch 1936 | loss: 0.0311454 | val_loss: 0.0311669 | Time: 2437.04 ms
[2021-03-03 13:18:11 main:574] : INFO : Epoch 1937 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 2432.93 ms
[2021-03-03 13:18:14 main:574] : INFO : Epoch 1938 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 2425.45 ms
[2021-03-03 13:18:16 main:574] : INFO : Epoch 1939 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 2429.51 ms
[2021-03-03 13:18:18 main:574] : INFO : Epoch 1940 | loss: 0.0311493 | val_loss: 0.0311663 | Time: 2425.62 ms
[2021-03-03 13:18:21 main:574] : INFO : Epoch 1941 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 2427.35 ms
[2021-03-03 13:18:23 main:574] : INFO : Epoch 1942 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 2426.75 ms
[2021-03-03 13:18:26 main:574] : INFO : Epoch 1943 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 2430.27 ms
[2021-03-03 13:18:28 main:574] : INFO : Epoch 1944 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 2429.77 ms
[2021-03-03 13:18:31 main:574] : INFO : Epoch 1945 | loss: 0.0311464 | val_loss: 0.0311664 | Time: 2423.97 ms
[2021-03-03 13:18:33 main:574] : INFO : Epoch 1946 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 2436.81 ms
[2021-03-03 13:18:36 main:574] : INFO : Epoch 1947 | loss: 0.0311451 | val_loss: 0.0311684 | Time: 2427.54 ms
[2021-03-03 13:18:38 main:574] : INFO : Epoch 1948 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 2413.82 ms
[2021-03-03 13:18:40 main:574] : INFO : Epoch 1949 | loss: 0.0311439 | val_loss: 0.0311695 | Time: 2427.12 ms
[2021-03-03 13:18:43 main:574] : INFO : Epoch 1950 | loss: 0.0311449 | val_loss: 0.0311681 | Time: 2421.34 ms
[2021-03-03 13:18:45 main:574] : INFO : Epoch 1951 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 2431.56 ms
[2021-03-03 13:18:48 main:574] : INFO : Epoch 1952 | loss: 0.0311473 | val_loss: 0.031169 | Time: 2428.93 ms
[2021-03-03 13:18:50 main:574] : INFO : Epoch 1953 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 2442.49 ms
[2021-03-03 13:18:53 main:574] : INFO : Epoch 1954 | loss: 0.0311469 | val_loss: 0.0311705 | Time: 2435.1 ms
[2021-03-03 13:18:55 main:574] : INFO : Epoch 1955 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 2454.96 ms
[2021-03-03 13:18:58 main:574] : INFO : Epoch 1956 | loss: 0.0311505 | val_loss: 0.0311742 | Time: 2430.57 ms
[2021-03-03 13:19:00 main:574] : INFO : Epoch 1957 | loss: 0.031148 | val_loss: 0.0311744 | Time: 2433.22 ms
[2021-03-03 13:19:03 main:574] : INFO : Epoch 1958 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 2432.2 ms
[2021-03-03 13:19:05 main:574] : INFO : Epoch 1959 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 2426.4 ms
[2021-03-03 13:19:07 main:574] : INFO : Epoch 1960 | loss: 0.0311529 | val_loss: 0.031166 | Time: 2429.81 ms
[2021-03-03 13:19:10 main:574] : INFO : Epoch 1961 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 2424.51 ms
[2021-03-03 13:19:12 main:574] : INFO : Epoch 1962 | loss: 0.0311458 | val_loss: 0.0311641 | Time: 2422.12 ms
[2021-03-03 13:19:15 main:574] : INFO : Epoch 1963 | loss: 0.0311458 | val_loss: 0.0311632 | Time: 2430.94 ms
[2021-03-03 13:19:17 main:574] : INFO : Epoch 1964 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 2422.37 ms
[2021-03-03 13:19:20 main:574] : INFO : Epoch 1965 | loss: 0.0311445 | val_loss: 0.0311662 | Time: 2427.78 ms
[2021-03-03 13:19:22 main:574] : INFO : Epoch 1966 | loss: 0.0311443 | val_loss: 0.031165 | Time: 2419.94 ms
[2021-03-03 13:19:24 main:574] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 2421.55 ms
[2021-03-03 13:19:27 main:574] : INFO : Epoch 1968 | loss: 0.0311459 | val_loss: 0.0311627 | Time: 2426.75 ms
[2021-03-03 13:19:29 main:574] : INFO : Epoch 1969 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 2436.66 ms
[2021-03-03 13:19:32 main:574] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311637 | Time: 2421.48 ms
[2021-03-03 13:19:34 main:574] : INFO : Epoch 1971 | loss: 0.0311407 | val_loss: 0.0311666 | Time: 2445.31 ms
[2021-03-03 13:19:37 main:574] : INFO : Epoch 1972 | loss: 0.0311441 | val_loss: 0.03116 | Time: 2420.05 ms
[2021-03-03 13:19:39 main:574] : INFO : Epoch 1973 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 2438.14 ms
[2021-03-03 13:19:42 main:574] : INFO : Epoch 1974 | loss: 0.0311459 | val_loss: 0.031166 | Time: 2434.3 ms
[2021-03-03 13:19:44 main:574] : INFO : Epoch 1975 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 2447.95 ms
[2021-03-03 13:19:47 main:574] : INFO : Epoch 1976 | loss: 0.0311437 | val_loss: 0.031165 | Time: 2434.61 ms
[2021-03-03 13:19:49 main:574] : INFO : Epoch 1977 | loss: 0.0311437 | val_loss: 0.0311642 | Time: 2430.69 ms
[2021-03-03 13:19:51 main:574] : INFO : Epoch 1978 | loss: 0.0311414 | val_loss: 0.031166 | Time: 2422.04 ms
[2021-03-03 13:19:54 main:574] : INFO : Epoch 1979 | loss: 0.0311408 | val_loss: 0.0311683 | Time: 2424.73 ms
[2021-03-03 13:19:56 main:574] : INFO : Epoch 1980 | loss: 0.0311455 | val_loss: 0.031168 | Time: 2414.14 ms
[2021-03-03 13:19:59 main:574] : INFO : Epoch 1981 | loss: 0.031143 | val_loss: 0.0311655 | Time: 2425.33 ms
[2021-03-03 13:20:01 main:574] : INFO : Epoch 1982 | loss: 0.0311404 | val_loss: 0.031165 | Time: 2433.86 ms
[2021-03-03 13:20:04 main:574] : INFO : Epoch 1983 | loss: 0.0311407 | val_loss: 0.0311656 | Time: 2425.55 ms
[2021-03-03 13:20:06 main:574] : INFO : Epoch 1984 | loss: 0.0311433 | val_loss: 0.0311656 | Time: 2417.92 ms
[2021-03-03 13:20:09 main:574] : INFO : Epoch 1985 | loss: 0.0311392 | val_loss: 0.031167 | Time: 2429.8 ms
[2021-03-03 13:20:11 main:574] : INFO : Epoch 1986 | loss: 0.031137 | val_loss: 0.0311701 | Time: 2429.9 ms
[2021-03-03 13:20:13 main:574] : INFO : Epoch 1987 | loss: 0.0311388 | val_loss: 0.0311681 | Time: 2428.71 ms
[2021-03-03 13:20:16 main:574] : INFO : Epoch 1988 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 2419.41 ms
[2021-03-03 13:20:18 main:574] : INFO : Epoch 1989 | loss: 0.0311395 | val_loss: 0.0311688 | Time: 2419.18 ms
[2021-03-03 13:20:21 main:574] : INFO : Epoch 1990 | loss: 0.0311373 | val_loss: 0.0311667 | Time: 2428.6 ms
[2021-03-03 13:20:23 main:574] : INFO : Epoch 1991 | loss: 0.0311353 | val_loss: 0.0311664 | Time: 2434.18 ms
[2021-03-03 13:20:26 main:574] : INFO : Epoch 1992 | loss: 0.0311356 | val_loss: 0.0311678 | Time: 2426.73 ms
[2021-03-03 13:20:28 main:574] : INFO : Epoch 1993 | loss: 0.0311361 | val_loss: 0.0311682 | Time: 2436.57 ms
[2021-03-03 13:20:31 main:574] : INFO : Epoch 1994 | loss: 0.0311377 | val_loss: 0.0311702 | Time: 2428.83 ms
[2021-03-03 13:20:33 main:574] : INFO : Epoch 1995 | loss: 0.0311377 | val_loss: 0.0311779 | Time: 2434.27 ms
[2021-03-03 13:20:35 main:574] : INFO : Epoch 1996 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 2434.31 ms
[2021-03-03 13:20:38 main:574] : INFO : Epoch 1997 | loss: 0.0311453 | val_loss: 0.0312362 | Time: 2429.59 ms
[2021-03-03 13:20:40 main:574] : INFO : Epoch 1998 | loss: 0.0330893 | val_loss: 0.0351232 | Time: 2426.72 ms
[2021-03-03 13:20:43 main:574] : INFO : Epoch 1999 | loss: 0.0319604 | val_loss: 0.0313956 | Time: 2427.44 ms
[2021-03-03 13:20:45 main:574] : INFO : Epoch 2000 | loss: 0.0313073 | val_loss: 0.0312515 | Time: 2429.06 ms
[2021-03-03 13:20:48 main:574] : INFO : Epoch 2001 | loss: 0.0312336 | val_loss: 0.0312229 | Time: 2423.1 ms
[2021-03-03 13:20:50 main:574] : INFO : Epoch 2002 | loss: 0.0312131 | val_loss: 0.0312101 | Time: 2423.54 ms
[2021-03-03 13:20:53 main:574] : INFO : Epoch 2003 | loss: 0.0312065 | val_loss: 0.0312044 | Time: 2426.32 ms
[2021-03-03 13:20:55 main:574] : INFO : Epoch 2004 | loss: 0.0312061 | val_loss: 0.0312022 | Time: 2439.83 ms
[2021-03-03 13:20:57 main:574] : INFO : Epoch 2005 | loss: 0.0311991 | val_loss: 0.0311989 | Time: 2428.72 ms
[2021-03-03 13:21:00 main:574] : INFO : Epoch 2006 | loss: 0.0311988 | val_loss: 0.0312091 | Time: 2435.25 ms
[2021-03-03 13:21:02 main:574] : INFO : Epoch 2007 | loss: 0.0312021 | val_loss: 0.0312112 | Time: 2435.41 ms
[2021-03-03 13:21:05 main:574] : INFO : Epoch 2008 | loss: 0.031205 | val_loss: 0.0312047 | Time: 2431.91 ms
[2021-03-03 13:21:07 main:574] : INFO : Epoch 2009 | loss: 0.031203 | val_loss: 0.0312161 | Time: 2443.26 ms
[2021-03-03 13:21:10 main:574] : INFO : Epoch 2010 | loss: 0.0312 | val_loss: 0.0311982 | Time: 2428.57 ms
[2021-03-03 13:21:12 main:574] : INFO : Epoch 2011 | loss: 0.0311978 | val_loss: 0.0312023 | Time: 2435.26 ms
[2021-03-03 13:21:15 main:574] : INFO : Epoch 2012 | loss: 0.0311971 | val_loss: 0.0311992 | Time: 2437.2 ms
[2021-03-03 13:21:17 main:574] : INFO : Epoch 2013 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 2434.76 ms
[2021-03-03 13:21:20 main:574] : INFO : Epoch 2014 | loss: 0.0311989 | val_loss: 0.031198 | Time: 2431.18 ms
[2021-03-03 13:21:22 main:574] : INFO : Epoch 2015 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2446.2 ms
[2021-03-03 13:21:24 main:574] : INFO : Epoch 2016 | loss: 0.0311964 | val_loss: 0.0311981 | Time: 2439.64 ms
[2021-03-03 13:21:27 main:574] : INFO : Epoch 2017 | loss: 0.0312007 | val_loss: 0.0312006 | Time: 2438.98 ms
[2021-03-03 13:21:29 main:574] : INFO : Epoch 2018 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 2433.17 ms
[2021-03-03 13:21:32 main:574] : INFO : Epoch 2019 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 2424.67 ms
[2021-03-03 13:21:34 main:574] : INFO : Epoch 2020 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 2421.31 ms
[2021-03-03 13:21:37 main:574] : INFO : Epoch 2021 | loss: 0.031196 | val_loss: 0.0311989 | Time: 2425.58 ms
[2021-03-03 13:21:39 main:574] : INFO : Epoch 2022 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2424.55 ms
[2021-03-03 13:21:42 main:574] : INFO : Epoch 2023 | loss: 0.031196 | val_loss: 0.0312024 | Time: 2436.31 ms
[2021-03-03 13:21:44 main:574] : INFO : Epoch 2024 | loss: 0.0312002 | val_loss: 0.0312137 | Time: 2421.6 ms
[2021-03-03 13:21:46 main:574] : INFO : Epoch 2025 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 2428.85 ms
[2021-03-03 13:21:49 main:574] : INFO : Epoch 2026 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 2418.65 ms
[2021-03-03 13:21:51 main:574] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 2419.65 ms
[2021-03-03 13:21:54 main:574] : INFO : Epoch 2028 | loss: 0.0311974 | val_loss: 0.0311979 | Time: 2434.85 ms
[2021-03-03 13:21:56 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 2430.47 ms
[2021-03-03 13:21:59 main:574] : INFO : Epoch 2030 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 2418.76 ms
[2021-03-03 13:22:01 main:574] : INFO : Epoch 2031 | loss: 0.0311952 | val_loss: 0.0311983 | Time: 2432.66 ms
[2021-03-03 13:22:04 main:574] : INFO : Epoch 2032 | loss: 0.0311975 | val_loss: 0.0311981 | Time: 2432.16 ms
[2021-03-03 13:22:06 main:574] : INFO : Epoch 2033 | loss: 0.0311959 | val_loss: 0.0311971 | Time: 2437.61 ms
[2021-03-03 13:22:08 main:574] : INFO : Epoch 2034 | loss: 0.0311959 | val_loss: 0.0312012 | Time: 2447.77 ms
[2021-03-03 13:22:11 main:574] : INFO : Epoch 2035 | loss: 0.031197 | val_loss: 0.0311975 | Time: 2435.41 ms
[2021-03-03 13:22:13 main:574] : INFO : Epoch 2036 | loss: 0.0311974 | val_loss: 0.0311974 | Time: 2437.29 ms
[2021-03-03 13:22:16 main:574] : INFO : Epoch 2037 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 2435.6 ms
[2021-03-03 13:22:18 main:574] : INFO : Epoch 2038 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2426.87 ms
[2021-03-03 13:22:21 main:574] : INFO : Epoch 2039 | loss: 0.031197 | val_loss: 0.0312029 | Time: 2430.23 ms
[2021-03-03 13:22:23 main:574] : INFO : Epoch 2040 | loss: 0.0311987 | val_loss: 0.0311971 | Time: 2426.07 ms
[2021-03-03 13:22:26 main:574] : INFO : Epoch 2041 | loss: 0.0311999 | val_loss: 0.031204 | Time: 2430.19 ms
[2021-03-03 13:22:28 main:574] : INFO : Epoch 2042 | loss: 0.0311987 | val_loss: 0.0311972 | Time: 2425.66 ms
[2021-03-03 13:22:30 main:574] : INFO : Epoch 2043 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 2431.8 ms
[2021-03-03 13:22:33 main:574] : INFO : Epoch 2044 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 2433.92 ms
[2021-03-03 13:22:35 main:574] : INFO : Epoch 2045 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 2424.84 ms
[2021-03-03 13:22:38 main:574] : INFO : Epoch 2046 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 2438.92 ms
[2021-03-03 13:22:40 main:574] : INFO : Epoch 2047 | loss: 0.0311967 | val_loss: 0.0311968 | Time: 2424.12 ms
[2021-03-03 13:22:43 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312055 | Time: 2436.44 ms
[2021-03-03 13:22:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312055
[2021-03-03 13:22:43 main:603] : INFO : Saving end state to config to file
[2021-03-03 13:22:43 main:608] : INFO : Success, exiting..
13:22:43 (14524): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)