Task 5168310
| Name | ParityMachine-1619579775-5827-1_0 |
| Workunit | 3105229 |
| Created | 9 May 2021, 2:43:42 UTC |
| Sent | 18 May 2021, 7:31:21 UTC |
| Report deadline | 25 May 2021, 7:31:21 UTC |
| Received | 19 May 2021, 7:59:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 41 min 3 sec |
| CPU time | 5 hours 38 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 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: 0.0310943 | val_loss: 0.031125 | Time: 9952.86 ms
[2021-05-18 21:18:44 main:574] : INFO : Epoch 1543 | loss: 0.0310934 | val_loss: 0.0311288 | Time: 9888.89 ms
[2021-05-18 21:18:54 main:574] : INFO : Epoch 1544 | loss: 0.0310914 | val_loss: 0.0311304 | Time: 9833.84 ms
[2021-05-18 21:19:04 main:574] : INFO : Epoch 1545 | loss: 0.0310885 | val_loss: 0.031133 | Time: 10091.3 ms
[2021-05-18 21:19:14 main:574] : INFO : Epoch 1546 | loss: 0.0310886 | val_loss: 0.0311305 | Time: 9803.55 ms
[2021-05-18 21:19:24 main:574] : INFO : Epoch 1547 | loss: 0.0310863 | val_loss: 0.031127 | Time: 9868.34 ms
[2021-05-18 21:19:34 main:574] : INFO : Epoch 1548 | loss: 0.0310865 | val_loss: 0.0311246 | Time: 9873.35 ms
[2021-05-18 21:19:44 main:574] : INFO : Epoch 1549 | loss: 0.0310854 | val_loss: 0.0311275 | Time: 9991.8 ms
[2021-05-18 21:19:54 main:574] : INFO : Epoch 1550 | loss: 0.0310906 | val_loss: 0.0311256 | Time: 9936.94 ms
[2021-05-18 21:20:04 main:574] : INFO : Epoch 1551 | loss: 0.0310908 | val_loss: 0.0311235 | Time: 9671.77 ms
[2021-05-18 21:20:13 main:574] : INFO : Epoch 1552 | loss: 0.0310897 | val_loss: 0.0311252 | Time: 9668.75 ms
[2021-05-18 21:20:23 main:574] : INFO : Epoch 1553 | loss: 0.0310854 | val_loss: 0.0311302 | Time: 9742.98 ms
[2021-05-18 21:20:33 main:574] : INFO : Epoch 1554 | loss: 0.0310842 | val_loss: 0.0311289 | Time: 10003.2 ms
[2021-05-18 21:20:43 main:574] : INFO : Epoch 1555 | loss: 0.0310856 | val_loss: 0.0311318 | Time: 10005.8 ms
[2021-05-18 21:20:53 main:574] : INFO : Epoch 1556 | loss: 0.0310874 | val_loss: 0.0311296 | Time: 10037.7 ms
[2021-05-18 21:21:03 main:574] : INFO : Epoch 1557 | loss: 0.0310858 | val_loss: 0.0311369 | Time: 9717.18 ms
[2021-05-18 21:21:13 main:574] : INFO : Epoch 1558 | loss: 0.0310902 | val_loss: 0.0311319 | Time: 9774.67 ms
[2021-05-18 21:21:23 main:574] : INFO : Epoch 1559 | loss: 0.031097 | val_loss: 0.0311232 | Time: 10036 ms
[2021-05-18 21:21:33 main:574] : INFO : Epoch 1560 | loss: 0.0310982 | val_loss: 0.0311249 | Time: 9809.59 ms
[2021-05-18 21:21:43 main:574] : INFO : Epoch 1561 | loss: 0.0311035 | val_loss: 0.0311275 | Time: 9910.71 ms
[2021-05-18 21:21:53 main:574] : INFO : Epoch 1562 | loss: 0.0311003 | val_loss: 0.0311286 | Time: 9987.82 ms
[2021-05-18 21:22:02 main:574] : INFO : Epoch 1563 | loss: 0.0310967 | val_loss: 0.0311278 | Time: 9950.92 ms
[2021-05-18 21:22:12 main:574] : INFO : Epoch 1564 | loss: 0.031096 | val_loss: 0.0311275 | Time: 9687.07 ms
[2021-05-18 21:22:22 main:574] : INFO : Epoch 1565 | loss: 0.0310963 | val_loss: 0.0311314 | Time: 9685.15 ms
[2021-05-18 21:22:32 main:574] : INFO : Epoch 1566 | loss: 0.0310972 | val_loss: 0.0311324 | Time: 9652.65 ms
[2021-05-18 21:22:41 main:574] : INFO : Epoch 1567 | loss: 0.0311087 | val_loss: 0.0311299 | Time: 9804.89 ms
[2021-05-18 21:22:51 main:574] : INFO : Epoch 1568 | loss: 0.0311095 | val_loss: 0.0311256 | Time: 9850.8 ms
[2021-05-18 21:23:01 main:574] : INFO : Epoch 1569 | loss: 0.0311043 | val_loss: 0.0311273 | Time: 9903.2 ms
[2021-05-18 21:23:11 main:574] : INFO : Epoch 1570 | loss: 0.0311028 | val_loss: 0.0311333 | Time: 9695.96 ms
[2021-05-18 21:23:21 main:574] : INFO : Epoch 1571 | loss: 0.0310977 | val_loss: 0.0311242 | Time: 9702.72 ms
[2021-05-18 21:23:30 main:574] : INFO : Epoch 1572 | loss: 0.0310929 | val_loss: 0.0311291 | Time: 9684.16 ms
[2021-05-18 21:23:40 main:574] : INFO : Epoch 1573 | loss: 0.0310918 | val_loss: 0.0311215 | Time: 9826.37 ms
[2021-05-18 21:23:50 main:574] : INFO : Epoch 1574 | loss: 0.031091 | val_loss: 0.0311222 | Time: 9884.61 ms
[2021-05-18 21:24:00 main:574] : INFO : Epoch 1575 | loss: 0.0310897 | val_loss: 0.0311251 | Time: 10181.8 ms
[2021-05-18 21:24:10 main:574] : INFO : Epoch 1576 | loss: 0.0310907 | val_loss: 0.031133 | Time: 9732.3 ms
[2021-05-18 21:24:20 main:574] : INFO : Epoch 1577 | loss: 0.0310935 | val_loss: 0.0311233 | Time: 9836.68 ms
[2021-05-18 21:24:30 main:574] : INFO : Epoch 1578 | loss: 0.03109 | val_loss: 0.031126 | Time: 9716.33 ms
[2021-05-18 21:24:39 main:574] : INFO : Epoch 1579 | loss: 0.0310865 | val_loss: 0.0311274 | Time: 9712.35 ms
[2021-05-18 21:24:49 main:574] : INFO : Epoch 1580 | loss: 0.0310876 | val_loss: 0.0311294 | Time: 9815.81 ms
[2021-05-18 21:24:59 main:574] : INFO : Epoch 1581 | loss: 0.0310892 | val_loss: 0.0311323 | Time: 9943.36 ms
[2021-05-18 21:25:09 main:574] : INFO : Epoch 1582 | loss: 0.0310922 | val_loss: 0.0311338 | Time: 9804.45 ms
[2021-05-18 21:25:19 main:574] : INFO : Epoch 1583 | loss: 0.0310896 | val_loss: 0.0311301 | Time: 9685.81 ms
[2021-05-18 21:25:28 main:574] : INFO : Epoch 1584 | loss: 0.0310878 | val_loss: 0.0311262 | Time: 9671.58 ms
[2021-05-18 21:25:38 main:574] : INFO : Epoch 1585 | loss: 0.0310866 | val_loss: 0.0311254 | Time: 9668.89 ms
[2021-05-18 21:25:48 main:574] : INFO : Epoch 1586 | loss: 0.0310865 | val_loss: 0.0311295 | Time: 9830.84 ms
[2021-05-18 21:25:58 main:574] : INFO : Epoch 1587 | loss: 0.0310849 | val_loss: 0.0311232 | Time: 9942.97 ms
[2021-05-18 21:26:08 main:574] : INFO : Epoch 1588 | loss: 0.0310841 | val_loss: 0.0311315 | Time: 9784.64 ms
[2021-05-18 21:26:18 main:574] : INFO : Epoch 1589 | loss: 0.0310872 | val_loss: 0.0311338 | Time: 9701.68 ms
[2021-05-18 21:26:27 main:574] : INFO : Epoch 1590 | loss: 0.0310855 | val_loss: 0.0311238 | Time: 9693.78 ms
[2021-05-18 21:26:37 main:574] : INFO : Epoch 1591 | loss: 0.0310832 | val_loss: 0.0311299 | Time: 9713.74 ms
[2021-05-18 21:26:47 main:574] : INFO : Epoch 1592 | loss: 0.0310837 | val_loss: 0.0311269 | Time: 9776.49 ms
[2021-05-18 21:26:57 main:574] : INFO : Epoch 1593 | loss: 0.0310841 | val_loss: 0.0311332 | Time: 9871.49 ms
[2021-05-18 21:27:07 main:574] : INFO : Epoch 1594 | loss: 0.0310827 | val_loss: 0.031123 | Time: 9956.07 ms
[2021-05-18 21:27:17 main:574] : INFO : Epoch 1595 | loss: 0.0310812 | val_loss: 0.0311253 | Time: 9845.81 ms
[2021-05-18 21:27:26 main:574] : INFO : Epoch 1596 | loss: 0.031084 | val_loss: 0.0311253 | Time: 9792.69 ms
[2021-05-18 21:27:36 main:574] : INFO : Epoch 1597 | loss: 0.0310843 | val_loss: 0.0311273 | Time: 9758.83 ms
[2021-05-18 21:27:46 main:574] : INFO : Epoch 1598 | loss: 0.0310817 | val_loss: 0.0311232 | Time: 9805.39 ms
[2021-05-18 21:27:56 main:574] : INFO : Epoch 1599 | loss: 0.0310864 | val_loss: 0.0311295 | Time: 10073.8 ms
[2021-05-18 21:28:06 main:574] : INFO : Epoch 1600 | loss: 0.0310911 | val_loss: 0.0311278 | Time: 9936.41 ms
[2021-05-18 21:28:16 main:574] : INFO : Epoch 1601 | loss: 0.0310895 | val_loss: 0.0311245 | Time: 9828.93 ms
[2021-05-18 21:28:26 main:574] : INFO : Epoch 1602 | loss: 0.0310873 | val_loss: 0.0311294 | Time: 9836.52 ms
[2021-05-18 21:28:35 main:574] : INFO : Epoch 1603 | loss: 0.031084 | val_loss: 0.0311228 | Time: 9751 ms
[2021-05-18 21:28:45 main:574] : INFO : Epoch 1604 | loss: 0.0310838 | val_loss: 0.0311286 | Time: 9705.06 ms
[2021-05-18 21:28:55 main:574] : INFO : Epoch 1605 | loss: 0.0310838 | val_loss: 0.0311258 | Time: 10054.3 ms
[2021-05-18 21:29:05 main:574] : INFO : Epoch 1606 | loss: 0.031085 | val_loss: 0.0311369 | Time: 9911.33 ms
[2021-05-18 21:29:15 main:574] : INFO : Epoch 1607 | loss: 0.0310848 | val_loss: 0.031128 | Time: 9928.98 ms
[2021-05-18 21:29:25 main:574] : INFO : Epoch 1608 | loss: 0.0310838 | val_loss: 0.0311333 | Time: 9714.13 ms
[2021-05-18 21:29:35 main:574] : INFO : Epoch 1609 | loss: 0.0310812 | val_loss: 0.0311242 | Time: 9756.39 ms
[2021-05-18 21:29:44 main:574] : INFO : Epoch 1610 | loss: 0.0310829 | val_loss: 0.0311269 | Time: 9686.59 ms
[2021-05-18 21:29:54 main:574] : INFO : Epoch 1611 | loss: 0.0310821 | val_loss: 0.0311234 | Time: 9838.4 ms
[2021-05-18 21:30:04 main:574] : INFO : Epoch 1612 | loss: 0.0310801 | val_loss: 0.0311259 | Time: 9897.89 ms
[2021-05-18 21:30:14 main:574] : INFO : Epoch 1613 | loss: 0.0310784 | val_loss: 0.0311301 | Time: 9942.32 ms
[2021-05-18 21:30:24 main:574] : INFO : Epoch 1614 | loss: 0.0310829 | val_loss: 0.0311327 | Time: 9788.54 ms
[2021-05-18 21:30:34 main:574] : INFO : Epoch 1615 | loss: 0.0310852 | val_loss: 0.0311253 | Time: 9736.24 ms
[2021-05-18 21:30:43 main:574] : INFO : Epoch 1616 | loss: 0.0310825 | val_loss: 0.0311319 | Time: 9784.43 ms
[2021-05-18 21:30:53 main:574] : INFO : Epoch 1617 | loss: 0.0310827 | val_loss: 0.0311323 | Time: 9760.66 ms
[2021-05-18 21:31:03 main:574] : INFO : Epoch 1618 | loss: 0.031084 | val_loss: 0.0311267 | Time: 9894.33 ms
[2021-05-18 21:31:13 main:574] : INFO : Epoch 1619 | loss: 0.0310835 | val_loss: 0.0311342 | Time: 9841.05 ms
[2021-05-18 21:31:23 main:574] : INFO : Epoch 1620 | loss: 0.0310806 | val_loss: 0.0311316 | Time: 10074 ms
[2021-05-18 21:31:33 main:574] : INFO : Epoch 1621 | loss: 0.0310814 | val_loss: 0.0311386 | Time: 9913.99 ms
[2021-05-18 21:31:43 main:574] : INFO : Epoch 1622 | loss: 0.0310812 | val_loss: 0.0311324 | Time: 9726.28 ms
[2021-05-18 21:31:52 main:574] : INFO : Epoch 1623 | loss: 0.0310771 | val_loss: 0.0311341 | Time: 9779.27 ms
[2021-05-18 21:32:02 main:574] : INFO : Epoch 1624 | loss: 0.0310781 | val_loss: 0.0311376 | Time: 9883.12 ms
[2021-05-18 21:32:12 main:574] : INFO : Epoch 1625 | loss: 0.0310784 | val_loss: 0.0311351 | Time: 10003.1 ms
[2021-05-18 21:32:22 main:574] : INFO : Epoch 1626 | loss: 0.0310786 | val_loss: 0.0311402 | Time: 9918.37 ms
[2021-05-18 21:32:32 main:574] : INFO : Epoch 1627 | loss: 0.0310823 | val_loss: 0.0311352 | Time: 9747.92 ms
[2021-05-18 21:32:42 main:574] : INFO : Epoch 1628 | loss: 0.0310799 | val_loss: 0.0311335 | Time: 9773.04 ms
[2021-05-18 21:32:52 main:574] : INFO : Epoch 1629 | loss: 0.0310801 | val_loss: 0.0311325 | Time: 9849.24 ms
[2021-05-18 21:33:02 main:574] : INFO : Epoch 1630 | loss: 0.0310768 | val_loss: 0.0311266 | Time: 9976.48 ms
[2021-05-18 21:33:12 main:574] : INFO : Epoch 1631 | loss: 0.0310776 | val_loss: 0.0311345 | Time: 9963.63 ms
[2021-05-18 21:33:22 main:574] : INFO : Epoch 1632 | loss: 0.0310749 | val_loss: 0.0311307 | Time: 9964.41 ms
[2021-05-18 21:33:32 main:574] : INFO : Epoch 1633 | loss: 0.0310763 | val_loss: 0.0311377 | Time: 9843.86 ms
[2021-05-18 21:33:42 main:574] : INFO : Epoch 1634 | loss: 0.0310785 | val_loss: 0.0311421 | Time: 9837.99 ms
[2021-05-18 21:33:51 main:574] : INFO : Epoch 1635 | loss: 0.0310829 | val_loss: 0.0311361 | Time: 9701.19 ms
[2021-05-18 21:34:01 main:574] : INFO : Epoch 1636 | loss: 0.0310789 | val_loss: 0.0311338 | Time: 10111.6 ms
[2021-05-18 21:34:11 main:574] : INFO : Epoch 1637 | loss: 0.0310817 | val_loss: 0.0311341 | Time: 9913.7 ms
[2021-05-18 21:34:21 main:574] : INFO : Epoch 1638 | loss: 0.0310884 | val_loss: 0.031137 | Time: 9928.05 ms
[2021-05-18 21:34:31 main:574] : INFO : Epoch 1639 | loss: 0.0310927 | val_loss: 0.0311236 | Time: 9899.49 ms
[2021-05-18 21:34:41 main:574] : INFO : Epoch 1640 | loss: 0.0310837 | val_loss: 0.0311399 | Time: 9838.89 ms
[2021-05-18 21:34:51 main:574] : INFO : Epoch 1641 | loss: 0.031081 | val_loss: 0.0311326 | Time: 9709.51 ms
[2021-05-18 21:35:01 main:574] : INFO : Epoch 1642 | loss: 0.0310807 | val_loss: 0.0311301 | Time: 9738.29 ms
[2021-05-18 21:35:10 main:574] : INFO : Epoch 1643 | loss: 0.0310787 | val_loss: 0.0311307 | Time: 9889.89 ms
[2021-05-18 21:35:20 main:574] : INFO : Epoch 1644 | loss: 0.0310796 | val_loss: 0.0311319 | Time: 9922.82 ms
[2021-05-18 21:35:30 main:574] : INFO : Epoch 1645 | loss: 0.0310836 | val_loss: 0.0311225 | Time: 9922.63 ms
[2021-05-18 21:35:40 main:574] : INFO : Epoch 1646 | loss: 0.031088 | val_loss: 0.0311293 | Time: 9751.92 ms
[2021-05-18 21:35:50 main:574] : INFO : Epoch 1647 | loss: 0.031083 | val_loss: 0.0311299 | Time: 9692.79 ms
[2021-05-18 21:36:00 main:574] : INFO : Epoch 1648 | loss: 0.0310804 | val_loss: 0.0311277 | Time: 9727 ms
[2021-05-18 21:36:09 main:574] : INFO : Epoch 1649 | loss: 0.0310804 | val_loss: 0.0311269 | Time: 9846.51 ms
[2021-05-18 21:36:19 main:574] : INFO : Epoch 1650 | loss: 0.0310787 | val_loss: 0.0311295 | Time: 9916 ms
[2021-05-18 21:36:29 main:574] : INFO : Epoch 1651 | loss: 0.0310788 | val_loss: 0.031132 | Time: 9941.51 ms
[2021-05-18 21:36:39 main:574] : INFO : Epoch 1652 | loss: 0.0310769 | val_loss: 0.0311322 | Time: 9846.65 ms
[2021-05-18 21:36:49 main:574] : INFO : Epoch 1653 | loss: 0.0310764 | val_loss: 0.031127 | Time: 9995.75 ms
[2021-05-18 21:36:59 main:574] : INFO : Epoch 1654 | loss: 0.0310732 | val_loss: 0.0311296 | Time: 9756.41 ms
[2021-05-18 21:37:09 main:574] : INFO : Epoch 1655 | loss: 0.0310747 | val_loss: 0.0311315 | Time: 9854.63 ms
[2021-05-18 21:37:19 main:574] : INFO : Epoch 1656 | loss: 0.0310741 | val_loss: 0.0311341 | Time: 9884.67 ms
[2021-05-18 21:37:29 main:574] : INFO : Epoch 1657 | loss: 0.0310758 | val_loss: 0.03114 | Time: 10017.5 ms
[2021-05-18 21:37:39 main:574] : INFO : Epoch 1658 | loss: 0.0310814 | val_loss: 0.0311405 | Time: 9932.78 ms
[2021-05-18 21:37:49 main:574] : INFO : Epoch 1659 | loss: 0.0310798 | val_loss: 0.0311339 | Time: 9770.93 ms
[2021-05-18 21:37:58 main:574] : INFO : Epoch 1660 | loss: 0.0310764 | val_loss: 0.0311306 | Time: 9726.06 ms
[2021-05-18 21:38:08 main:574] : INFO : Epoch 1661 | loss: 0.0310757 | val_loss: 0.0311295 | Time: 9776.09 ms
[2021-05-18 21:38:18 main:574] : INFO : Epoch 1662 | loss: 0.0310753 | val_loss: 0.031129 | Time: 9888.71 ms
[2021-05-18 21:38:28 main:574] : INFO : Epoch 1663 | loss: 0.0310824 | val_loss: 0.0311279 | Time: 10006.1 ms
[2021-05-18 21:38:38 main:574] : INFO : Epoch 1664 | loss: 0.0310826 | val_loss: 0.031122 | Time: 9953.82 ms
[2021-05-18 21:38:48 main:574] : INFO : Epoch 1665 | loss: 0.0310851 | val_loss: 0.03113 | Time: 9820.52 ms
[2021-05-18 21:38:57 main:574] : INFO : Epoch 1666 | loss: 0.0310811 | val_loss: 0.0311303 | Time: 9669.58 ms
[2021-05-18 21:39:07 main:574] : INFO : Epoch 1667 | loss: 0.0310761 | val_loss: 0.0311252 | Time: 9814.37 ms
[2021-05-18 21:39:17 main:574] : INFO : Epoch 1668 | loss: 0.0310742 | val_loss: 0.0311289 | Time: 9849.55 ms
[2021-05-18 21:39:27 main:574] : INFO : Epoch 1669 | loss: 0.0310723 | val_loss: 0.0311313 | Time: 10100.7 ms
[2021-05-18 21:39:37 main:574] : INFO : Epoch 1670 | loss: 0.0310741 | val_loss: 0.0311325 | Time: 9994.1 ms
[2021-05-18 21:39:47 main:574] : INFO : Epoch 1671 | loss: 0.0310749 | val_loss: 0.0311315 | Time: 9804.19 ms
[2021-05-18 21:39:57 main:574] : INFO : Epoch 1672 | loss: 0.0310805 | val_loss: 0.031136 | Time: 9761.28 ms
[2021-05-18 21:40:07 main:574] : INFO : Epoch 1673 | loss: 0.0310781 | val_loss: 0.0311315 | Time: 9759.09 ms
[2021-05-18 21:40:16 main:574] : INFO : Epoch 1674 | loss: 0.0310788 | val_loss: 0.0311353 | Time: 9729.21 ms
[2021-05-18 21:40:26 main:574] : INFO : Epoch 1675 | loss: 0.0310785 | val_loss: 0.0311255 | Time: 10002.5 ms
[2021-05-18 21:40:37 main:574] : INFO : Epoch 1676 | loss: 0.0310756 | val_loss: 0.0311246 | Time: 10043.3 ms
[2021-05-18 21:40:47 main:574] : INFO : Epoch 1677 | loss: 0.0310853 | val_loss: 0.0311275 | Time: 10048.7 ms
[2021-05-18 21:40:56 main:574] : INFO : Epoch 1678 | loss: 0.0310957 | val_loss: 0.0311179 | Time: 9715.84 ms
[2021-05-18 21:41:06 main:574] : INFO : Epoch 1679 | loss: 0.0310901 | val_loss: 0.0311279 | Time: 9829.23 ms
[2021-05-18 21:41:16 main:574] : INFO : Epoch 1680 | loss: 0.0310872 | val_loss: 0.0311316 | Time: 9786.32 ms
[2021-05-18 21:41:26 main:574] : INFO : Epoch 1681 | loss: 0.0310834 | val_loss: 0.0311192 | Time: 10074.1 ms
[2021-05-18 21:41:36 main:574] : INFO : Epoch 1682 | loss: 0.0310798 | val_loss: 0.0311243 | Time: 10158.4 ms
[2021-05-18 21:41:46 main:574] : INFO : Epoch 1683 | loss: 0.0310787 | val_loss: 0.0311202 | Time: 9979.64 ms
[2021-05-18 21:41:56 main:574] : INFO : Epoch 1684 | loss: 0.0310785 | val_loss: 0.031131 | Time: 9813.27 ms
[2021-05-18 21:42:06 main:574] : INFO : Epoch 1685 | loss: 0.0310815 | val_loss: 0.0311279 | Time: 9791.14 ms
[2021-05-18 21:42:16 main:574] : INFO : Epoch 1686 | loss: 0.0310791 | val_loss: 0.031121 | Time: 9731.33 ms
[2021-05-18 21:42:25 main:574] : INFO : Epoch 1687 | loss: 0.0310829 | val_loss: 0.0311248 | Time: 9863.1 ms
[2021-05-18 21:42:36 main:574] : INFO : Epoch 1688 | loss: 0.0310806 | val_loss: 0.0311245 | Time: 10067.4 ms
[2021-05-18 21:42:46 main:574] : INFO : Epoch 1689 | loss: 0.0310782 | val_loss: 0.0311289 | Time: 10071 ms
[2021-05-18 21:42:56 main:574] : INFO : Epoch 1690 | loss: 0.0310797 | val_loss: 0.0311256 | Time: 9795.36 ms
[2021-05-18 21:43:05 main:574] : INFO : Epoch 1691 | loss: 0.0310845 | val_loss: 0.0311265 | Time: 9814.81 ms
[2021-05-18 21:43:15 main:574] : INFO : Epoch 1692 | loss: 0.0310834 | val_loss: 0.0311221 | Time: 9770.26 ms
[2021-05-18 21:43:25 main:574] : INFO : Epoch 1693 | loss: 0.0310861 | val_loss: 0.0311311 | Time: 9753.28 ms
[2021-05-18 21:43:35 main:574] : INFO : Epoch 1694 | loss: 0.0310828 | val_loss: 0.0311266 | Time: 9982.53 ms
[2021-05-18 21:43:45 main:574] : INFO : Epoch 1695 | loss: 0.0310802 | val_loss: 0.0311305 | Time: 9990.51 ms
[2021-05-18 21:43:55 main:574] : INFO : Epoch 1696 | loss: 0.0310769 | val_loss: 0.031133 | Time: 9915.4 ms
[2021-05-18 21:44:05 main:574] : INFO : Epoch 1697 | loss: 0.031076 | val_loss: 0.0311264 | Time: 9972.41 ms
[2021-05-18 21:44:15 main:574] : INFO : Epoch 1698 | loss: 0.0310753 | val_loss: 0.0311231 | Time: 9766.32 ms
[2021-05-18 21:44:24 main:574] : INFO : Epoch 1699 | loss: 0.0310737 | val_loss: 0.0311292 | Time: 9770.49 ms
[2021-05-18 21:44:34 main:574] : INFO : Epoch 1700 | loss: 0.0310726 | val_loss: 0.0311244 | Time: 9884.73 ms
[2021-05-18 21:44:44 main:574] : INFO : Epoch 1701 | loss: 0.0310759 | val_loss: 0.0311239 | Time: 10060.4 ms
[2021-05-18 21:44:54 main:574] : INFO : Epoch 1702 | loss: 0.0310863 | val_loss: 0.031133 | Time: 9978.57 ms
[2021-05-18 21:45:04 main:574] : INFO : Epoch 1703 | loss: 0.0310823 | val_loss: 0.031123 | Time: 9895.94 ms
[2021-05-18 21:45:14 main:574] : INFO : Epoch 1704 | loss: 0.0310788 | val_loss: 0.0311299 | Time: 9722.58 ms
[2021-05-18 21:45:24 main:574] : INFO : Epoch 1705 | loss: 0.0310741 | val_loss: 0.0311294 | Time: 9826.48 ms
[2021-05-18 21:45:34 main:574] : INFO : Epoch 1706 | loss: 0.0310725 | val_loss: 0.0311325 | Time: 9847.25 ms
[2021-05-18 21:45:44 main:574] : INFO : Epoch 1707 | loss: 0.0310711 | val_loss: 0.0311297 | Time: 9945.41 ms
[2021-05-18 21:45:54 main:574] : INFO : Epoch 1708 | loss: 0.0310761 | val_loss: 0.0311349 | Time: 9995.84 ms
[2021-05-18 21:46:04 main:574] : INFO : Epoch 1709 | loss: 0.0310783 | val_loss: 0.0311352 | Time: 9872.93 ms
[2021-05-18 21:46:14 main:574] : INFO : Epoch 1710 | loss: 0.0310726 | val_loss: 0.0311315 | Time: 9776.56 ms
[2021-05-18 21:46:23 main:574] : INFO : Epoch 1711 | loss: 0.0310737 | val_loss: 0.0311231 | Time: 9789.02 ms
[2021-05-18 21:46:33 main:574] : INFO : Epoch 1712 | loss: 0.0310743 | val_loss: 0.0311272 | Time: 9791.26 ms
[2021-05-18 21:46:43 main:574] : INFO : Epoch 1713 | loss: 0.0310704 | val_loss: 0.0311288 | Time: 10159.4 ms
[2021-05-18 21:46:53 main:574] : INFO : Epoch 1714 | loss: 0.0310704 | val_loss: 0.0311332 | Time: 9999.42 ms
[2021-05-18 21:47:04 main:574] : INFO : Epoch 1715 | loss: 0.03107 | val_loss: 0.0311275 | Time: 10121.9 ms
[2021-05-18 21:47:13 main:574] : INFO : Epoch 1716 | loss: 0.0310696 | val_loss: 0.0311282 | Time: 9738.31 ms
[2021-05-18 21:47:23 main:574] : INFO : Epoch 1717 | loss: 0.0310714 | val_loss: 0.0311291 | Time: 9898.53 ms
[2021-05-18 21:47:33 main:574] : INFO : Epoch 1718 | loss: 0.0310712 | val_loss: 0.0311233 | Time: 9881.3 ms
[2021-05-18 21:47:43 main:574] : INFO : Epoch 1719 | loss: 0.0310735 | val_loss: 0.0311352 | Time: 10040.2 ms
[2021-05-18 21:47:53 main:574] : INFO : Epoch 1720 | loss: 0.0310743 | val_loss: 0.0311297 | Time: 10026.7 ms
[2021-05-18 21:48:03 main:574] : INFO : Epoch 1721 | loss: 0.0310723 | val_loss: 0.0311261 | Time: 10095.5 ms
[2021-05-18 21:48:13 main:574] : INFO : Epoch 1722 | loss: 0.0310697 | val_loss: 0.0311234 | Time: 9883.95 ms
[2021-05-18 21:48:23 main:574] : INFO : Epoch 1723 | loss: 0.0310731 | val_loss: 0.031129 | Time: 9780.53 ms
[2021-05-18 21:48:33 main:574] : INFO : Epoch 1724 | loss: 0.0310747 | val_loss: 0.0311295 | Time: 9786.59 ms
[2021-05-18 21:48:43 main:574] : INFO : Epoch 1725 | loss: 0.0310772 | val_loss: 0.0311315 | Time: 9928.97 ms
[2021-05-18 21:48:53 main:574] : INFO : Epoch 1726 | loss: 0.0310778 | val_loss: 0.0311325 | Time: 9989.21 ms
[2021-05-18 21:49:03 main:574] : INFO : Epoch 1727 | loss: 0.0310795 | val_loss: 0.0311249 | Time: 10039.2 ms
[2021-05-18 21:49:13 main:574] : INFO : Epoch 1728 | loss: 0.0310893 | val_loss: 0.0311302 | Time: 10200.3 ms
[2021-05-18 21:49:23 main:574] : INFO : Epoch 1729 | loss: 0.031083 | val_loss: 0.0311281 | Time: 10035.7 ms
[2021-05-18 21:49:33 main:574] : INFO : Epoch 1730 | loss: 0.0310775 | val_loss: 0.0311317 | Time: 9968.54 ms
[2021-05-18 21:49:44 main:574] : INFO : Epoch 1731 | loss: 0.0310776 | val_loss: 0.0311305 | Time: 10389.2 ms
[2021-05-18 21:49:55 main:574] : INFO : Epoch 1732 | loss: 0.0310752 | val_loss: 0.0311303 | Time: 10799.3 ms
[2021-05-18 21:50:05 main:574] : INFO : Epoch 1733 | loss: 0.0310751 | val_loss: 0.0311334 | Time: 10106.9 ms
[2021-05-18 21:50:15 main:574] : INFO : Epoch 1734 | loss: 0.0310765 | val_loss: 0.0311315 | Time: 9894.47 ms
[2021-05-18 21:50:24 main:574] : INFO : Epoch 1735 | loss: 0.0310748 | val_loss: 0.0311299 | Time: 9733.6 ms
[2021-05-18 21:50:34 main:574] : INFO : Epoch 1736 | loss: 0.0310754 | val_loss: 0.0311319 | Time: 9868.79 ms
[2021-05-18 21:50:44 main:574] : INFO : Epoch 1737 | loss: 0.0310716 | val_loss: 0.0311291 | Time: 9800.55 ms
[2021-05-18 21:50:54 main:574] : INFO : Epoch 1738 | loss: 0.0310731 | val_loss: 0.031129 | Time: 9983.35 ms
[2021-05-18 21:51:04 main:574] : INFO : Epoch 1739 | loss: 0.0310734 | val_loss: 0.0311334 | Time: 9988.69 ms
[2021-05-18 21:51:14 main:574] : INFO : Epoch 1740 | loss: 0.0310818 | val_loss: 0.0311239 | Time: 9989.67 ms
[2021-05-18 21:51:24 main:574] : INFO : Epoch 1741 | loss: 0.0310884 | val_loss: 0.0311254 | Time: 9835.46 ms
[2021-05-18 21:51:34 main:574] : INFO : Epoch 1742 | loss: 0.0310858 | val_loss: 0.0311331 | Time: 10016.6 ms
[2021-05-18 21:51:44 main:574] : INFO : Epoch 1743 | loss: 0.0310869 | val_loss: 0.0311292 | Time: 9788.67 ms
[2021-05-18 21:51:54 main:574] : INFO : Epoch 1744 | loss: 0.0310836 | val_loss: 0.0311345 | Time: 9995.45 ms
[2021-05-18 21:52:04 main:574] : INFO : Epoch 1745 | loss: 0.0310806 | val_loss: 0.0311328 | Time: 10031.6 ms
[2021-05-18 21:52:14 main:574] : INFO : Epoch 1746 | loss: 0.0310767 | val_loss: 0.0311333 | Time: 9958.58 ms
[2021-05-18 21:52:23 main:574] : INFO : Epoch 1747 | loss: 0.0310798 | val_loss: 0.031123 | Time: 9727.57 ms
[2021-05-18 21:52:33 main:574] : INFO : Epoch 1748 | loss: 0.031077 | val_loss: 0.0311314 | Time: 9762.84 ms
[2021-05-18 21:52:43 main:574] : INFO : Epoch 1749 | loss: 0.031087 | val_loss: 0.0311318 | Time: 9836.99 ms
[2021-05-18 21:52:53 main:574] : INFO : Epoch 1750 | loss: 0.0310874 | val_loss: 0.0311314 | Time: 9873.89 ms
[2021-05-18 21:53:03 main:574] : INFO : Epoch 1751 | loss: 0.0310846 | val_loss: 0.0311264 | Time: 10051.5 ms
[2021-05-18 21:53:13 main:574] : INFO : Epoch 1752 | loss: 0.0310823 | val_loss: 0.0311448 | Time: 9994.62 ms
[2021-05-18 21:53:23 main:574] : INFO : Epoch 1753 | loss: 0.0310824 | val_loss: 0.0311273 | Time: 9891.2 ms
[2021-05-18 21:53:33 main:574] : INFO : Epoch 1754 | loss: 0.0310817 | val_loss: 0.0311288 | Time: 9765.44 ms
[2021-05-18 21:53:42 main:574] : INFO : Epoch 1755 | loss: 0.0310792 | val_loss: 0.0311314 | Time: 9736.46 ms
[2021-05-18 21:53:52 main:574] : INFO : Epoch 1756 | loss: 0.0310766 | val_loss: 0.0311259 | Time: 9777.38 ms
[2021-05-18 21:54:02 main:574] : INFO : Epoch 1757 | loss: 0.0310807 | val_loss: 0.0311345 | Time: 9952.48 ms
[2021-05-18 21:54:13 main:574] : INFO : Epoch 1758 | loss: 0.0310754 | val_loss: 0.0311336 | Time: 10283.5 ms
[2021-05-18 21:54:22 main:574] : INFO : Epoch 1759 | loss: 0.0310736 | val_loss: 0.0311323 | Time: 9914.03 ms
[2021-05-18 21:54:32 main:574] : INFO : Epoch 1760 | loss: 0.0310723 | val_loss: 0.0311329 | Time: 9742.09 ms
[2021-05-18 21:54:42 main:574] : INFO : Epoch 1761 | loss: 0.031072 | val_loss: 0.0311268 | Time: 9815.07 ms
[2021-05-18 21:54:52 main:574] : INFO : Epoch 1762 | loss: 0.0310701 | val_loss: 0.0311356 | Time: 9794.74 ms
[2021-05-18 21:55:02 main:574] : INFO : Epoch 1763 | loss: 0.0310734 | val_loss: 0.0311395 | Time: 9959.09 ms
[2021-05-18 21:55:12 main:574] : INFO : Epoch 1764 | loss: 0.0310735 | val_loss: 0.0311295 | Time: 9963.18 ms
[2021-05-18 21:55:22 main:574] : INFO : Epoch 1765 | loss: 0.0310738 | val_loss: 0.0311302 | Time: 10032.4 ms
[2021-05-18 21:55:32 main:574] : INFO : Epoch 1766 | loss: 0.0310764 | val_loss: 0.0311309 | Time: 9738.56 ms
[2021-05-18 21:55:41 main:574] : INFO : Epoch 1767 | loss: 0.0310736 | val_loss: 0.0311352 | Time: 9700.25 ms
[2021-05-18 21:55:51 main:574] : INFO : Epoch 1768 | loss: 0.0310739 | val_loss: 0.0311335 | Time: 9760.57 ms
[2021-05-18 21:56:01 main:574] : INFO : Epoch 1769 | loss: 0.0310766 | val_loss: 0.031129 | Time: 9906.34 ms
[2021-05-18 21:56:11 main:574] : INFO : Epoch 1770 | loss: 0.0310724 | val_loss: 0.0311347 | Time: 9963.1 ms
[2021-05-18 21:56:21 main:574] : INFO : Epoch 1771 | loss: 0.0310726 | val_loss: 0.0311286 | Time: 10020.6 ms
[2021-05-18 21:56:31 main:574] : INFO : Epoch 1772 | loss: 0.0310908 | val_loss: 0.0311267 | Time: 9888.06 ms
[2021-05-18 21:56:41 main:574] : INFO : Epoch 1773 | loss: 0.0310866 | val_loss: 0.0311288 | Time: 9846.56 ms
[2021-05-18 21:56:51 main:574] : INFO : Epoch 1774 | loss: 0.0310812 | val_loss: 0.031126 | Time: 9708.92 ms
[2021-05-18 21:57:00 main:574] : INFO : Epoch 1775 | loss: 0.0310783 | val_loss: 0.0311297 | Time: 9809.71 ms
[2021-05-18 21:57:10 main:574] : INFO : Epoch 1776 | loss: 0.0310773 | val_loss: 0.031131 | Time: 9944.58 ms
[2021-05-18 21:57:20 main:574] : INFO : Epoch 1777 | loss: 0.0310708 | val_loss: 0.0311366 | Time: 9979.3 ms
[2021-05-18 21:57:30 main:574] : INFO : Epoch 1778 | loss: 0.0310727 | val_loss: 0.0311297 | Time: 9954.14 ms
[2021-05-18 21:57:40 main:574] : INFO : Epoch 1779 | loss: 0.0310732 | val_loss: 0.0311297 | Time: 9761.57 ms
[2021-05-18 21:57:50 main:574] : INFO : Epoch 1780 | loss: 0.0310686 | val_loss: 0.0311343 | Time: 9750.59 ms
[2021-05-18 21:58:00 main:574] : INFO : Epoch 1781 | loss: 0.0310709 | val_loss: 0.0311334 | Time: 9727.37 ms
[2021-05-18 21:58:10 main:574] : INFO : Epoch 1782 | loss: 0.0310706 | val_loss: 0.0311361 | Time: 9876.37 ms
[2021-05-18 21:58:20 main:574] : INFO : Epoch 1783 | loss: 0.0310696 | val_loss: 0.0311288 | Time: 9924.55 ms
[2021-05-18 21:58:29 main:574] : INFO : Epoch 1784 | loss: 0.0310702 | val_loss: 0.031132 | Time: 9951.28 ms
[2021-05-18 21:58:39 main:574] : INFO : Epoch 1785 | loss: 0.0310736 | val_loss: 0.0311333 | Time: 9789.42 ms
[2021-05-18 21:58:49 main:574] : INFO : Epoch 1786 | loss: 0.0310881 | val_loss: 0.031141 | Time: 9834.03 ms
[2021-05-18 21:58:59 main:574] : INFO : Epoch 1787 | loss: 0.0311273 | val_loss: 0.0311361 | Time: 9794.5 ms
[2021-05-18 21:59:09 main:574] : INFO : Epoch 1788 | loss: 0.0311216 | val_loss: 0.0311259 | Time: 9923.46 ms
[2021-05-18 21:59:19 main:574] : INFO : Epoch 1789 | loss: 0.0311116 | val_loss: 0.0311244 | Time: 10023.5 ms
[2021-05-18 21:59:29 main:574] : INFO : Epoch 1790 | loss: 0.0311049 | val_loss: 0.0311319 | Time: 10041.8 ms
[2021-05-18 21:59:39 main:574] : INFO : Epoch 1791 | loss: 0.0311069 | val_loss: 0.0311306 | Time: 9927.39 ms
[2021-05-18 21:59:49 main:574] : INFO : Epoch 1792 | loss: 0.0310985 | val_loss: 0.0311243 | Time: 9781.24 ms
[2021-05-18 21:59:59 main:574] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.0311193 | Time: 9743.25 ms
[2021-05-18 22:00:08 main:574] : INFO : Epoch 1794 | loss: 0.0310952 | val_loss: 0.0311208 | Time: 9785.05 ms
[2021-05-18 22:00:18 main:574] : INFO : Epoch 1795 | loss: 0.0310913 | val_loss: 0.031119 | Time: 9967.83 ms
[2021-05-18 22:00:28 main:574] : INFO : Epoch 1796 | loss: 0.0310888 | val_loss: 0.0311205 | Time: 10020.9 ms
[2021-05-18 22:00:38 main:574] : INFO : Epoch 1797 | loss: 0.0310847 | val_loss: 0.0311307 | Time: 9977.54 ms
[2021-05-18 22:00:48 main:574] : INFO : Epoch 1798 | loss: 0.0310885 | val_loss: 0.0311205 | Time: 9895.76 ms
[2021-05-18 22:00:58 main:574] : INFO : Epoch 1799 | loss: 0.0310833 | val_loss: 0.0311339 | Time: 9762.2 ms
[2021-05-18 22:01:08 main:574] : INFO : Epoch 1800 | loss: 0.031084 | val_loss: 0.0311258 | Time: 9762.97 ms
[2021-05-18 22:01:18 main:574] : INFO : Epoch 1801 | loss: 0.0310833 | val_loss: 0.0311288 | Time: 9909.95 ms
[2021-05-18 22:01:28 main:574] : INFO : Epoch 1802 | loss: 0.0310842 | val_loss: 0.0311234 | Time: 10007.2 ms
[2021-05-18 22:01:38 main:574] : INFO : Epoch 1803 | loss: 0.031086 | val_loss: 0.0311187 | Time: 10385.9 ms
[2021-05-18 22:01:48 main:574] : INFO : Epoch 1804 | loss: 0.0310811 | val_loss: 0.0311259 | Time: 9849.44 ms
[2021-05-18 22:01:58 main:574] : INFO : Epoch 1805 | loss: 0.0310851 | val_loss: 0.0311294 | Time: 9774.46 ms
[2021-05-18 22:02:08 main:574] : INFO : Epoch 1806 | loss: 0.0310817 | val_loss: 0.0311256 | Time: 9747.96 ms
[2021-05-18 22:02:18 main:574] : INFO : Epoch 1807 | loss: 0.0310871 | val_loss: 0.0311238 | Time: 9840.14 ms
[2021-05-18 22:02:28 main:574] : INFO : Epoch 1808 | loss: 0.0310902 | val_loss: 0.0311297 | Time: 10086.9 ms
[2021-05-18 22:02:38 main:574] : INFO : Epoch 1809 | loss: 0.031087 | val_loss: 0.0311305 | Time: 9929.03 ms
[2021-05-18 22:02:47 main:574] : INFO : Epoch 1810 | loss: 0.0310846 | val_loss: 0.0311204 | Time: 9875.26 ms
[2021-05-18 22:02:57 main:574] : INFO : Epoch 1811 | loss: 0.0310883 | val_loss: 0.0311249 | Time: 9781.19 ms
[2021-05-18 22:03:07 main:574] : INFO : Epoch 1812 | loss: 0.0310852 | val_loss: 0.0311227 | Time: 9720.01 ms
[2021-05-18 22:03:17 main:574] : INFO : Epoch 1813 | loss: 0.0310815 | val_loss: 0.031121 | Time: 9794.11 ms
[2021-05-18 22:03:27 main:574] : INFO : Epoch 1814 | loss: 0.0310796 | val_loss: 0.0311351 | Time: 10058 ms
[2021-05-18 22:03:37 main:574] : INFO : Epoch 1815 | loss: 0.0310792 | val_loss: 0.0311226 | Time: 10040.2 ms
[2021-05-18 22:03:47 main:574] : INFO : Epoch 1816 | loss: 0.03108 | val_loss: 0.0311263 | Time: 9947.12 ms
[2021-05-18 22:03:57 main:574] : INFO : Epoch 1817 | loss: 0.0310807 | val_loss: 0.0311289 | Time: 9806.72 ms
[2021-05-18 22:04:06 main:574] : INFO : Epoch 1818 | loss: 0.0310822 | val_loss: 0.0311248 | Time: 9814.64 ms
[2021-05-18 22:04:17 main:574] : INFO : Epoch 1819 | loss: 0.0310784 | val_loss: 0.0311225 | Time: 10015.6 ms
[2021-05-18 22:04:27 main:574] : INFO : Epoch 1820 | loss: 0.031079 | val_loss: 0.0311297 | Time: 10016.5 ms
[2021-05-18 22:04:37 main:574] : INFO : Epoch 1821 | loss: 0.0310759 | val_loss: 0.0311353 | Time: 10063.6 ms
[2021-05-18 22:04:47 main:574] : INFO : Epoch 1822 | loss: 0.0310749 | val_loss: 0.0311306 | Time: 10046.9 ms
[2021-05-18 22:04:57 main:574] : INFO : Epoch 1823 | loss: 0.0310789 | val_loss: 0.0311233 | Time: 9805.27 ms
[2021-05-18 22:05:06 main:574] : INFO : Epoch 1824 | loss: 0.0310765 | val_loss: 0.0311258 | Time: 9720.56 ms
[2021-05-18 22:05:16 main:574] : INFO : Epoch 1825 | loss: 0.0310795 | val_loss: 0.0311339 | Time: 9832.75 ms
[2021-05-18 22:05:26 main:574] : INFO : Epoch 1826 | loss: 0.0310856 | val_loss: 0.031131 | Time: 9881.73 ms
[2021-05-18 22:05:36 main:574] : INFO : Epoch 1827 | loss: 0.0310801 | val_loss: 0.031128 | Time: 10133.2 ms
[2021-05-18 22:05:47 main:574] : INFO : Epoch 1828 | loss: 0.0310799 | val_loss: 0.0311215 | Time: 10436.1 ms
[2021-05-18 22:05:57 main:574] : INFO : Epoch 1829 | loss: 0.0310819 | val_loss: 0.0311319 | Time: 10019.3 ms
[2021-05-18 22:06:06 main:574] : INFO : Epoch 1830 | loss: 0.0310944 | val_loss: 0.0311322 | Time: 9748.51 ms
[2021-05-18 22:06:16 main:574] : INFO : Epoch 1831 | loss: 0.0311063 | val_loss: 0.0311322 | Time: 9769.23 ms
[2021-05-18 22:06:26 main:574] : INFO : Epoch 1832 | loss: 0.0310984 | val_loss: 0.0311351 | Time: 9787.26 ms
[2021-05-18 22:06:36 main:574] : INFO : Epoch 1833 | loss: 0.0310998 | val_loss: 0.0311234 | Time: 9935.18 ms
[2021-05-18 22:06:46 main:574] : INFO : Epoch 1834 | loss: 0.0310885 | val_loss: 0.031122 | Time: 10048.5 ms
[2021-05-18 22:06:56 main:574] : INFO : Epoch 1835 | loss: 0.0310829 | val_loss: 0.0311245 | Time: 10080.9 ms
[2021-05-18 22:07:06 main:574] : INFO : Epoch 1836 | loss: 0.0310809 | val_loss: 0.0311241 | Time: 9664.54 ms
[2021-05-18 22:07:16 main:574] : INFO : Epoch 1837 | loss: 0.0310798 | val_loss: 0.0311243 | Time: 9729.35 ms
[2021-05-18 22:07:26 main:574] : INFO : Epoch 1838 | loss: 0.0310797 | val_loss: 0.0311355 | Time: 9755.46 ms
[2021-05-18 22:07:35 main:574] : INFO : Epoch 1839 | loss: 0.0310805 | val_loss: 0.0311193 | Time: 9890.58 ms
[2021-05-18 22:07:45 main:574] : INFO : Epoch 1840 | loss: 0.0310798 | val_loss: 0.0311315 | Time: 9937.65 ms
[2021-05-18 22:07:55 main:574] : INFO : Epoch 1841 | loss: 0.031079 | val_loss: 0.0311266 | Time: 9987 ms
[2021-05-18 22:08:05 main:574] : INFO : Epoch 1842 | loss: 0.0310787 | val_loss: 0.0311282 | Time: 9822.95 ms
[2021-05-18 22:08:15 main:574] : INFO : Epoch 1843 | loss: 0.0310759 | val_loss: 0.0311219 | Time: 9718.84 ms
[2021-05-18 22:08:25 main:574] : INFO : Epoch 1844 | loss: 0.0310755 | val_loss: 0.0311302 | Time: 9819.13 ms
[2021-05-18 22:08:35 main:574] : INFO : Epoch 1845 | loss: 0.0310766 | val_loss: 0.0311349 | Time: 9900.59 ms
[2021-05-18 22:08:45 main:574] : INFO : Epoch 1846 | loss: 0.0310744 | val_loss: 0.031126 | Time: 9931.67 ms
[2021-05-18 22:08:55 main:574] : INFO : Epoch 1847 | loss: 0.0310884 | val_loss: 0.0311312 | Time: 9981.85 ms
[2021-05-18 22:09:05 main:574] : INFO : Epoch 1848 | loss: 0.0310919 | val_loss: 0.0311246 | Time: 9890.97 ms
[2021-05-18 22:09:14 main:574] : INFO : Epoch 1849 | loss: 0.0310875 | val_loss: 0.0311258 | Time: 9690.45 ms
[2021-05-18 22:09:24 main:574] : INFO : Epoch 1850 | loss: 0.0310858 | val_loss: 0.0311362 | Time: 9859.84 ms
[2021-05-18 22:09:34 main:574] : INFO : Epoch 1851 | loss: 0.0310861 | val_loss: 0.0311263 | Time: 9705.52 ms
[2021-05-18 22:09:44 main:574] : INFO : Epoch 1852 | loss: 0.0310823 | val_loss: 0.0311338 | Time: 10132.8 ms
[2021-05-18 22:09:54 main:574] : INFO : Epoch 1853 | loss: 0.0310791 | val_loss: 0.0311286 | Time: 10374.1 ms
[2021-05-18 22:10:05 main:574] : INFO : Epoch 1854 | loss: 0.0310767 | val_loss: 0.0311312 | Time: 10531.1 ms
[2021-05-18 22:10:15 main:574] : INFO : Epoch 1855 | loss: 0.0310805 | val_loss: 0.0311309 | Time: 9736.02 ms
[2021-05-18 22:10:25 main:574] : INFO : Epoch 1856 | loss: 0.0310739 | val_loss: 0.0311284 | Time: 10317 ms
[2021-05-18 22:10:35 main:574] : INFO : Epoch 1857 | loss: 0.0310745 | val_loss: 0.0311329 | Time: 9940.22 ms
[2021-05-18 22:10:45 main:574] : INFO : Epoch 1858 | loss: 0.0310738 | val_loss: 0.0311259 | Time: 10240.4 ms
[2021-05-18 22:10:56 main:574] : INFO : Epoch 1859 | loss: 0.0311077 | val_loss: 0.031139 | Time: 10494 ms
[2021-05-18 22:11:06 main:574] : INFO : Epoch 1860 | loss: 0.0311198 | val_loss: 0.0311267 | Time: 10331.3 ms
[2021-05-18 22:11:17 main:574] : INFO : Epoch 1861 | loss: 0.0311051 | val_loss: 0.0311191 | Time: 10510.2 ms
[2021-05-18 22:11:27 main:574] : INFO : Epoch 1862 | loss: 0.0310971 | val_loss: 0.0311229 | Time: 10246.1 ms
[2021-05-18 22:11:37 main:574] : INFO : Epoch 1863 | loss: 0.0310919 | val_loss: 0.0311156 | Time: 9721.11 ms
[2021-05-18 22:11:47 main:574] : INFO : Epoch 1864 | loss: 0.0310921 | val_loss: 0.0311225 | Time: 10208.7 ms
[2021-05-18 22:11:57 main:574] : INFO : Epoch 1865 | loss: 0.0310891 | val_loss: 0.0311185 | Time: 10092.8 ms
[2021-05-18 22:12:07 main:574] : INFO : Epoch 1866 | loss: 0.0310855 | val_loss: 0.0311243 | Time: 10002.7 ms
[2021-05-18 22:12:17 main:574] : INFO : Epoch 1867 | loss: 0.0310871 | val_loss: 0.0311205 | Time: 9868.66 ms
[2021-05-18 22:12:27 main:574] : INFO : Epoch 1868 | loss: 0.0310877 | val_loss: 0.0311163 | Time: 9722.7 ms
[2021-05-18 22:12:36 main:574] : INFO : Epoch 1869 | loss: 0.0310796 | val_loss: 0.0311186 | Time: 9716.3 ms
[2021-05-18 22:12:46 main:574] : INFO : Epoch 1870 | loss: 0.0310777 | val_loss: 0.0311148 | Time: 9801.11 ms
[2021-05-18 22:12:56 main:574] : INFO : Epoch 1871 | loss: 0.0310793 | val_loss: 0.0311231 | Time: 10037.2 ms
[2021-05-18 22:13:06 main:574] : INFO : Epoch 1872 | loss: 0.0310766 | val_loss: 0.0311196 | Time: 10090.6 ms
[2021-05-18 22:13:17 main:574] : INFO : Epoch 1873 | loss: 0.0310745 | val_loss: 0.0311169 | Time: 10113.9 ms
[2021-05-18 22:13:26 main:574] : INFO : Epoch 1874 | loss: 0.0310748 | val_loss: 0.0311218 | Time: 9799.42 ms
[2021-05-18 22:13:36 main:574] : INFO : Epoch 1875 | loss: 0.0310765 | val_loss: 0.0311269 | Time: 9711.11 ms
[2021-05-18 22:13:46 main:574] : INFO : Epoch 1876 | loss: 0.0310772 | val_loss: 0.0311233 | Time: 9760.97 ms
[2021-05-18 22:13:56 main:574] : INFO : Epoch 1877 | loss: 0.0310778 | val_loss: 0.0311184 | Time: 9883.39 ms
[2021-05-18 22:14:06 main:574] : INFO : Epoch 1878 | loss: 0.0310763 | val_loss: 0.0311263 | Time: 9964.54 ms
[2021-05-18 22:14:16 main:574] : INFO : Epoch 1879 | loss: 0.0310758 | val_loss: 0.0311198 | Time: 10298.4 ms
[2021-05-18 22:14:26 main:574] : INFO : Epoch 1880 | loss: 0.031078 | val_loss: 0.0311208 | Time: 10126.1 ms
[2021-05-18 22:14:36 main:574] : INFO : Epoch 1881 | loss: 0.0310753 | val_loss: 0.0311262 | Time: 9849.88 ms
[2021-05-18 22:14:46 main:574] : INFO : Epoch 1882 | loss: 0.0310741 | val_loss: 0.0311183 | Time: 9744.5 ms
[2021-05-18 22:14:56 main:574] : INFO : Epoch 1883 | loss: 0.0310717 | val_loss: 0.0311241 | Time: 9874.49 ms
[2021-05-18 22:15:06 main:574] : INFO : Epoch 1884 | loss: 0.0310726 | val_loss: 0.0311195 | Time: 9975.57 ms
[2021-05-18 22:15:16 main:574] : INFO : Epoch 1885 | loss: 0.0310679 | val_loss: 0.0311195 | Time: 10369.7 ms
[2021-05-18 22:15:26 main:574] : INFO : Epoch 1886 | loss: 0.0310689 | val_loss: 0.0311303 | Time: 9959.08 ms
[2021-05-18 22:15:36 main:574] : INFO : Epoch 1887 | loss: 0.0310667 | val_loss: 0.0311364 | Time: 9823.05 ms
[2021-05-18 22:15:46 main:574] : INFO : Epoch 1888 | loss: 0.0310707 | val_loss: 0.0311224 | Time: 9731.62 ms
[2021-05-18 22:15:56 main:574] : INFO : Epoch 1889 | loss: 0.0310697 | val_loss: 0.0311245 | Time: 9823.09 ms
[2021-05-18 22:16:06 main:574] : INFO : Epoch 1890 | loss: 0.0310701 | val_loss: 0.0311187 | Time: 9918.25 ms
[2021-05-18 22:16:15 main:574] : INFO : Epoch 1891 | loss: 0.0310712 | val_loss: 0.0311272 | Time: 9987.15 ms
[2021-05-18 22:16:26 main:574] : INFO : Epoch 1892 | loss: 0.0310672 | val_loss: 0.0311334 | Time: 10000.4 ms
[2021-05-18 22:16:35 main:574] : INFO : Epoch 1893 | loss: 0.031066 | val_loss: 0.0311319 | Time: 9992.18 ms
[2021-05-18 22:16:45 main:574] : INFO : Epoch 1894 | loss: 0.0310651 | val_loss: 0.0311297 | Time: 9824.14 ms
[2021-05-18 22:16:55 main:574] : INFO : Epoch 1895 | loss: 0.0310685 | val_loss: 0.0311286 | Time: 9913.09 ms
[2021-05-18 22:17:05 main:574] : INFO : Epoch 1896 | loss: 0.0310741 | val_loss: 0.0311299 | Time: 9846.79 ms
[2021-05-18 22:17:15 main:574] : INFO : Epoch 1897 | loss: 0.0310713 | val_loss: 0.031123 | Time: 9948.92 ms
[2021-05-18 22:17:25 main:574] : INFO : Epoch 1898 | loss: 0.0310694 | val_loss: 0.0311177 | Time: 9965.53 ms
[2021-05-18 22:17:35 main:574] : INFO : Epoch 1899 | loss: 0.0310708 | val_loss: 0.0311232 | Time: 9836.74 ms
[2021-05-18 22:17:45 main:574] : INFO : Epoch 1900 | loss: 0.0310684 | val_loss: 0.0311229 | Time: 9720.43 ms
[2021-05-18 22:17:54 main:574] : INFO : Epoch 1901 | loss: 0.0310677 | val_loss: 0.031127 | Time: 9727.47 ms
[2021-05-18 22:18:04 main:574] : INFO : Epoch 1902 | loss: 0.0310658 | val_loss: 0.0311328 | Time: 9945.42 ms
[2021-05-18 22:18:16 main:574] : INFO : Epoch 1903 | loss: 0.0310672 | val_loss: 0.0311279 | Time: 11302.1 ms
[2021-05-18 22:18:26 main:574] : INFO : Epoch 1904 | loss: 0.0310633 | val_loss: 0.0311332 | Time: 10328.7 ms
[2021-05-18 22:18:36 main:574] : INFO : Epoch 1905 | loss: 0.0310645 | val_loss: 0.0311279 | Time: 9931.62 ms
[2021-05-18 22:18:46 main:574] : INFO : Epoch 1906 | loss: 0.0310656 | val_loss: 0.0311271 | Time: 9791.34 ms
[2021-05-18 22:18:56 main:574] : INFO : Epoch 1907 | loss: 0.0310691 | val_loss: 0.0311316 | Time: 9893.12 ms
[2021-05-18 22:19:06 main:574] : INFO : Epoch 1908 | loss: 0.0310816 | val_loss: 0.0311285 | Time: 9866.76 ms
[2021-05-18 22:19:16 main:574] : INFO : Epoch 1909 | loss: 0.0310854 | val_loss: 0.0311276 | Time: 10080.9 ms
[2021-05-18 22:19:26 main:574] : INFO : Epoch 1910 | loss: 0.0310752 | val_loss: 0.0311268 | Time: 10414.5 ms
[2021-05-18 22:19:36 main:574] : INFO : Epoch 1911 | loss: 0.0310749 | val_loss: 0.0311245 | Time: 9939.73 ms
[2021-05-18 22:19:46 main:574] : INFO : Epoch 1912 | loss: 0.0310706 | val_loss: 0.031127 | Time: 9741.81 ms
[2021-05-18 22:19:56 main:574] : INFO : Epoch 1913 | loss: 0.0310694 | val_loss: 0.031125 | Time: 9761.93 ms
[2021-05-18 22:20:05 main:574] : INFO : Epoch 1914 | loss: 0.0310687 | val_loss: 0.03113 | Time: 9761.08 ms
[2021-05-18 22:20:15 main:574] : INFO : Epoch 1915 | loss: 0.0310715 | val_loss: 0.0311286 | Time: 9805.33 ms
[2021-05-18 22:20:25 main:574] : INFO : Epoch 1916 | loss: 0.0310671 | val_loss: 0.0311257 | Time: 9920.34 ms
[2021-05-18 22:20:35 main:574] : INFO : Epoch 1917 | loss: 0.0310646 | val_loss: 0.0311276 | Time: 9967.68 ms
[2021-05-18 22:20:45 main:574] : INFO : Epoch 1918 | loss: 0.031064 | val_loss: 0.03113 | Time: 9829.32 ms
[2021-05-18 22:20:55 main:574] : INFO : Epoch 1919 | loss: 0.0310685 | val_loss: 0.0311208 | Time: 9809.02 ms
[2021-05-18 22:21:05 main:574] : INFO : Epoch 1920 | loss: 0.0310776 | val_loss: 0.0311265 | Time: 9708.86 ms
[2021-05-18 22:21:14 main:574] : INFO : Epoch 1921 | loss: 0.0310812 | val_loss: 0.0311246 | Time: 9695.31 ms
[2021-05-18 22:21:24 main:574] : INFO : Epoch 1922 | loss: 0.0310811 | val_loss: 0.0311323 | Time: 9878.31 ms
[2021-05-18 22:21:34 main:574] : INFO : Epoch 1923 | loss: 0.0310786 | val_loss: 0.0311281 | Time: 9880.06 ms
[2021-05-18 22:21:44 main:574] : INFO : Epoch 1924 | loss: 0.0310716 | val_loss: 0.031128 | Time: 10157.8 ms
[2021-05-18 22:21:54 main:574] : INFO : Epoch 1925 | loss: 0.0310684 | val_loss: 0.0311245 | Time: 9828.45 ms
[2021-05-18 22:22:04 main:574] : INFO : Epoch 1926 | loss: 0.0310689 | val_loss: 0.0311261 | Time: 9756.37 ms
[2021-05-18 22:22:14 main:574] : INFO : Epoch 1927 | loss: 0.0310704 | val_loss: 0.0311352 | Time: 9660.84 ms
[2021-05-18 22:22:24 main:574] : INFO : Epoch 1928 | loss: 0.0310719 | val_loss: 0.0311371 | Time: 9841.07 ms
[2021-05-18 22:22:33 main:574] : INFO : Epoch 1929 | loss: 0.031097 | val_loss: 0.0311321 | Time: 9915.59 ms
[2021-05-18 22:22:43 main:574] : INFO : Epoch 1930 | loss: 0.0311055 | val_loss: 0.0311244 | Time: 9909.87 ms
[2021-05-18 22:22:53 main:574] : INFO : Epoch 1931 | loss: 0.0310994 | val_loss: 0.0311141 | Time: 9743.4 ms
[2021-05-18 22:23:03 main:574] : INFO : Epoch 1932 | loss: 0.0310934 | val_loss: 0.0311212 | Time: 9752.86 ms
[2021-05-18 22:23:13 main:574] : INFO : Epoch 1933 | loss: 0.0310904 | val_loss: 0.0311175 | Time: 9651.02 ms
[2021-05-18 22:23:22 main:574] : INFO : Epoch 1934 | loss: 0.0310831 | val_loss: 0.031116 | Time: 9849 ms
[2021-05-18 22:23:32 main:574] : INFO : Epoch 1935 | loss: 0.0310776 | val_loss: 0.0311204 | Time: 9949.54 ms
[2021-05-18 22:23:42 main:574] : INFO : Epoch 1936 | loss: 0.0310791 | val_loss: 0.0311146 | Time: 9976.85 ms
[2021-05-18 22:23:52 main:574] : INFO : Epoch 1937 | loss: 0.0310788 | val_loss: 0.0311188 | Time: 9893.52 ms
[2021-05-18 22:24:02 main:574] : INFO : Epoch 1938 | loss: 0.0310795 | val_loss: 0.0311135 | Time: 9735.9 ms
[2021-05-18 22:24:12 main:574] : INFO : Epoch 1939 | loss: 0.0310801 | val_loss: 0.0311132 | Time: 9715.49 ms
[2021-05-18 22:24:22 main:574] : INFO : Epoch 1940 | loss: 0.0310772 | val_loss: 0.0311164 | Time: 10153.7 ms
[2021-05-18 22:24:32 main:574] : INFO : Epoch 1941 | loss: 0.0310754 | val_loss: 0.0311231 | Time: 9994.55 ms
[2021-05-18 22:24:42 main:574] : INFO : Epoch 1942 | loss: 0.0310739 | val_loss: 0.0311176 | Time: 9949.14 ms
[2021-05-18 22:24:52 main:574] : INFO : Epoch 1943 | loss: 0.0310735 | val_loss: 0.0311227 | Time: 9922.44 ms
[2021-05-18 22:25:02 main:574] : INFO : Epoch 1944 | loss: 0.0310725 | val_loss: 0.0311157 | Time: 9750.29 ms
[2021-05-18 22:25:11 main:574] : INFO : Epoch 1945 | loss: 0.0310702 | val_loss: 0.0311172 | Time: 9699.56 ms
[2021-05-18 22:25:21 main:574] : INFO : Epoch 1946 | loss: 0.0310701 | val_loss: 0.0311191 | Time: 9678.25 ms
[2021-05-18 22:25:31 main:574] : INFO : Epoch 1947 | loss: 0.0310699 | val_loss: 0.0311326 | Time: 9845.56 ms
[2021-05-18 22:25:41 main:574] : INFO : Epoch 1948 | loss: 0.0310768 | val_loss: 0.0311213 | Time: 9951.18 ms
[2021-05-18 22:25:51 main:574] : INFO : Epoch 1949 | loss: 0.0310753 | val_loss: 0.031131 | Time: 9914.43 ms
[2021-05-18 22:26:01 main:574] : INFO : Epoch 1950 | loss: 0.0310739 | val_loss: 0.0311244 | Time: 9806.4 ms
[2021-05-18 22:26:10 main:574] : INFO : Epoch 1951 | loss: 0.0310729 | val_loss: 0.0311265 | Time: 9733.49 ms
[2021-05-18 22:26:20 main:574] : INFO : Epoch 1952 | loss: 0.0310723 | val_loss: 0.031125 | Time: 9707.86 ms
[2021-05-18 22:26:30 main:574] : INFO : Epoch 1953 | loss: 0.0310693 | val_loss: 0.0311209 | Time: 9807.17 ms
[2021-05-18 22:26:40 main:574] : INFO : Epoch 1954 | loss: 0.0310704 | val_loss: 0.0311225 | Time: 10014.3 ms
[2021-05-18 22:26:50 main:574] : INFO : Epoch 1955 | loss: 0.0310728 | val_loss: 0.0311301 | Time: 9948.05 ms
[2021-05-18 22:27:00 main:574] : INFO : Epoch 1956 | loss: 0.0310709 | val_loss: 0.0311297 | Time: 9866.15 ms
[2021-05-18 22:27:09 main:574] : INFO : Epoch 1957 | loss: 0.0310924 | val_loss: 0.0311367 | Time: 9692.04 ms
[2021-05-18 22:27:19 main:574] : INFO : Epoch 1958 | loss: 0.0310967 | val_loss: 0.0311266 | Time: 9640 ms
[2021-05-18 22:27:29 main:574] : INFO : Epoch 1959 | loss: 0.0310949 | val_loss: 0.0311241 | Time: 9696.94 ms
[2021-05-18 22:27:39 main:574] : INFO : Epoch 1960 | loss: 0.0310876 | val_loss: 0.0311272 | Time: 9888.83 ms
[2021-05-18 22:27:49 main:574] : INFO : Epoch 1961 | loss: 0.0310929 | val_loss: 0.0311263 | Time: 9927.97 ms
[2021-05-18 22:27:59 main:574] : INFO : Epoch 1962 | loss: 0.0310911 | val_loss: 0.0311248 | Time: 9950.6 ms
[2021-05-18 22:28:08 main:574] : INFO : Epoch 1963 | loss: 0.0310872 | val_loss: 0.0311172 | Time: 9624.22 ms
[2021-05-18 22:28:18 main:574] : INFO : Epoch 1964 | loss: 0.0310853 | val_loss: 0.0311259 | Time: 9696.79 ms
[2021-05-18 22:28:28 main:574] : INFO : Epoch 1965 | loss: 0.0310809 | val_loss: 0.0311218 | Time: 9744.92 ms
[2021-05-18 22:28:38 main:574] : INFO : Epoch 1966 | loss: 0.0310777 | val_loss: 0.0311377 | Time: 9883.16 ms
[2021-05-18 22:28:48 main:574] : INFO : Epoch 1967 | loss: 0.031077 | val_loss: 0.0311216 | Time: 9914.61 ms
[2021-05-18 22:28:58 main:574] : INFO : Epoch 1968 | loss: 0.0310736 | val_loss: 0.0311228 | Time: 10013.6 ms
[2021-05-18 22:29:08 main:574] : INFO : Epoch 1969 | loss: 0.0310765 | val_loss: 0.0311195 | Time: 9786.04 ms
[2021-05-18 22:29:17 main:574] : INFO : Epoch 1970 | loss: 0.0310795 | val_loss: 0.0311228 | Time: 9736.37 ms
[2021-05-18 22:29:27 main:574] : INFO : Epoch 1971 | loss: 0.0310728 | val_loss: 0.0311155 | Time: 9796.2 ms
[2021-05-18 22:29:37 main:574] : INFO : Epoch 1972 | loss: 0.0310725 | val_loss: 0.0311181 | Time: 9780.87 ms
[2021-05-18 22:29:47 main:574] : INFO : Epoch 1973 | loss: 0.0310729 | val_loss: 0.0311164 | Time: 9898.86 ms
[2021-05-18 22:29:57 main:574] : INFO : Epoch 1974 | loss: 0.0310726 | val_loss: 0.0311207 | Time: 9986 ms
[2021-05-18 22:30:07 main:574] : INFO : Epoch 1975 | loss: 0.0310702 | val_loss: 0.0311159 | Time: 9821.77 ms
[2021-05-18 22:30:16 main:574] : INFO : Epoch 1976 | loss: 0.0310727 | val_loss: 0.0311161 | Time: 9704.97 ms
[2021-05-18 22:30:26 main:574] : INFO : Epoch 1977 | loss: 0.03107 | val_loss: 0.0311166 | Time: 9687.58 ms
[2021-05-18 22:30:36 main:574] : INFO : Epoch 1978 | loss: 0.0310735 | val_loss: 0.0311182 | Time: 9782.52 ms
[2021-05-18 22:30:46 main:574] : INFO : Epoch 1979 | loss: 0.0310799 | val_loss: 0.0311195 | Time: 9934.35 ms
[2021-05-18 22:30:56 main:574] : INFO : Epoch 1980 | loss: 0.0310789 | val_loss: 0.0311135 | Time: 9983.29 ms
[2021-05-18 22:31:06 main:574] : INFO : Epoch 1981 | loss: 0.0310762 | val_loss: 0.0311178 | Time: 9842.88 ms
[2021-05-18 22:31:15 main:574] : INFO : Epoch 1982 | loss: 0.031075 | val_loss: 0.0311172 | Time: 9687.4 ms
[2021-05-18 22:31:25 main:574] : INFO : Epoch 1983 | loss: 0.0310714 | val_loss: 0.0311253 | Time: 9697.95 ms
[2021-05-18 22:31:35 main:574] : INFO : Epoch 1984 | loss: 0.0310742 | val_loss: 0.0311118 | Time: 9756 ms
[2021-05-18 22:31:45 main:574] : INFO : Epoch 1985 | loss: 0.0310707 | val_loss: 0.0311212 | Time: 9986.93 ms
[2021-05-18 22:31:55 main:574] : INFO : Epoch 1986 | loss: 0.0310735 | val_loss: 0.0311134 | Time: 10177.2 ms
[2021-05-18 22:32:05 main:574] : INFO : Epoch 1987 | loss: 0.0310745 | val_loss: 0.0311085 | Time: 9921.3 ms
[2021-05-18 22:32:15 main:574] : INFO : Epoch 1988 | loss: 0.031068 | val_loss: 0.0311116 | Time: 9741.8 ms
[2021-05-18 22:32:25 main:574] : INFO : Epoch 1989 | loss: 0.0310675 | val_loss: 0.031112 | Time: 9741.38 ms
[2021-05-18 22:32:34 main:574] : INFO : Epoch 1990 | loss: 0.0310667 | val_loss: 0.0311095 | Time: 9651.65 ms
[2021-05-18 22:32:44 main:574] : INFO : Epoch 1991 | loss: 0.0310692 | val_loss: 0.0311212 | Time: 9818.32 ms
[2021-05-18 22:32:54 main:574] : INFO : Epoch 1992 | loss: 0.0310685 | val_loss: 0.0311314 | Time: 9937.44 ms
[2021-05-18 22:33:04 main:574] : INFO : Epoch 1993 | loss: 0.0310727 | val_loss: 0.031125 | Time: 9997.55 ms
[2021-05-18 22:33:14 main:574] : INFO : Epoch 1994 | loss: 0.0310719 | val_loss: 0.0311111 | Time: 9679.92 ms
[2021-05-18 22:33:24 main:574] : INFO : Epoch 1995 | loss: 0.0310693 | val_loss: 0.031111 | Time: 9734.03 ms
[2021-05-18 22:33:33 main:574] : INFO : Epoch 1996 | loss: 0.0310674 | val_loss: 0.0311161 | Time: 9717.56 ms
[2021-05-18 22:33:43 main:574] : INFO : Epoch 1997 | loss: 0.0310675 | val_loss: 0.0311146 | Time: 9851.52 ms
[2021-05-18 22:33:53 main:574] : INFO : Epoch 1998 | loss: 0.0310735 | val_loss: 0.0311241 | Time: 9917.97 ms
[2021-05-18 22:34:03 main:574] : INFO : Epoch 1999 | loss: 0.0310957 | val_loss: 0.0311234 | Time: 9927.29 ms
[2021-05-18 22:34:13 main:574] : INFO : Epoch 2000 | loss: 0.0310907 | val_loss: 0.0311225 | Time: 9834.3 ms
[2021-05-18 22:34:23 main:574] : INFO : Epoch 2001 | loss: 0.031085 | val_loss: 0.0311292 | Time: 9876.11 ms
[2021-05-18 22:34:33 main:574] : INFO : Epoch 2002 | loss: 0.0310842 | val_loss: 0.031121 | Time: 9742.24 ms
[2021-05-18 22:34:43 main:574] : INFO : Epoch 2003 | loss: 0.0310843 | val_loss: 0.0311163 | Time: 9835.67 ms
[2021-05-18 22:34:53 main:574] : INFO : Epoch 2004 | loss: 0.0310798 | val_loss: 0.0311178 | Time: 10066.8 ms
[2021-05-18 22:35:03 main:574] : INFO : Epoch 2005 | loss: 0.0310776 | val_loss: 0.0311169 | Time: 9937.24 ms
[2021-05-18 22:35:13 main:574] : INFO : Epoch 2006 | loss: 0.0310767 | val_loss: 0.0311211 | Time: 9923.92 ms
[2021-05-18 22:35:22 main:574] : INFO : Epoch 2007 | loss: 0.031075 | val_loss: 0.0311175 | Time: 9729.09 ms
[2021-05-18 22:35:32 main:574] : INFO : Epoch 2008 | loss: 0.0310744 | val_loss: 0.0311259 | Time: 9735.29 ms
[2021-05-18 22:35:42 main:574] : INFO : Epoch 2009 | loss: 0.0310708 | val_loss: 0.0311173 | Time: 9792.5 ms
[2021-05-18 22:35:52 main:574] : INFO : Epoch 2010 | loss: 0.0310736 | val_loss: 0.0311258 | Time: 9854.57 ms
[2021-05-18 22:36:02 main:574] : INFO : Epoch 2011 | loss: 0.031069 | val_loss: 0.0311239 | Time: 9899.33 ms
[2021-05-18 22:36:12 main:574] : INFO : Epoch 2012 | loss: 0.0310647 | val_loss: 0.0311147 | Time: 9903.6 ms
[2021-05-18 22:36:21 main:574] : INFO : Epoch 2013 | loss: 0.0310652 | val_loss: 0.0311174 | Time: 9763.46 ms
[2021-05-18 22:36:31 main:574] : INFO : Epoch 2014 | loss: 0.0310633 | val_loss: 0.0311259 | Time: 9807.97 ms
[2021-05-18 22:36:41 main:574] : INFO : Epoch 2015 | loss: 0.031065 | val_loss: 0.0311177 | Time: 9796.37 ms
[2021-05-18 22:36:51 main:574] : INFO : Epoch 2016 | loss: 0.0310655 | val_loss: 0.0311232 | Time: 9739.8 ms
[2021-05-18 22:37:01 main:574] : INFO : Epoch 2017 | loss: 0.0310646 | val_loss: 0.0311189 | Time: 10028.9 ms
[2021-05-18 22:37:11 main:574] : INFO : Epoch 2018 | loss: 0.031064 | val_loss: 0.0311191 | Time: 10020.6 ms
[2021-05-18 22:37:21 main:574] : INFO : Epoch 2019 | loss: 0.0310685 | val_loss: 0.0311175 | Time: 9900.64 ms
[2021-05-18 22:37:31 main:574] : INFO : Epoch 2020 | loss: 0.0310697 | val_loss: 0.0311239 | Time: 9820.21 ms
[2021-05-18 22:37:40 main:574] : INFO : Epoch 2021 | loss: 0.0310723 | val_loss: 0.0311295 | Time: 9668.86 ms
[2021-05-18 22:37:50 main:574] : INFO : Epoch 2022 | loss: 0.0310702 | val_loss: 0.031124 | Time: 9673 ms
[2021-05-18 22:38:00 main:574] : INFO : Epoch 2023 | loss: 0.0310704 | val_loss: 0.031118 | Time: 10019.2 ms
[2021-05-18 22:38:10 main:574] : INFO : Epoch 2024 | loss: 0.0310662 | val_loss: 0.0311195 | Time: 9990.12 ms
[2021-05-18 22:38:20 main:574] : INFO : Epoch 2025 | loss: 0.0310669 | val_loss: 0.0311255 | Time: 9937.66 ms
[2021-05-18 22:38:30 main:574] : INFO : Epoch 2026 | loss: 0.0310643 | val_loss: 0.0311221 | Time: 9882.39 ms
[2021-05-18 22:38:40 main:574] : INFO : Epoch 2027 | loss: 0.0310669 | val_loss: 0.0311249 | Time: 9751.73 ms
[2021-05-18 22:38:50 main:574] : INFO : Epoch 2028 | loss: 0.0310718 | val_loss: 0.0311172 | Time: 9818.88 ms
[2021-05-18 22:39:00 main:574] : INFO : Epoch 2029 | loss: 0.0310668 | val_loss: 0.0311188 | Time: 10012.1 ms
[2021-05-18 22:39:10 main:574] : INFO : Epoch 2030 | loss: 0.0310674 | val_loss: 0.0311195 | Time: 10025.7 ms
[2021-05-18 22:39:20 main:574] : INFO : Epoch 2031 | loss: 0.0310643 | val_loss: 0.0311224 | Time: 9991.52 ms
[2021-05-18 22:39:30 main:574] : INFO : Epoch 2032 | loss: 0.0310652 | val_loss: 0.0311202 | Time: 9941.3 ms
[2021-05-18 22:39:39 main:574] : INFO : Epoch 2033 | loss: 0.0310653 | val_loss: 0.0311216 | Time: 9792.33 ms
[2021-05-18 22:39:49 main:574] : INFO : Epoch 2034 | loss: 0.0310704 | val_loss: 0.0311224 | Time: 9645.74 ms
[2021-05-18 22:39:59 main:574] : INFO : Epoch 2035 | loss: 0.0310663 | val_loss: 0.0311214 | Time: 9838.33 ms
[2021-05-18 22:40:09 main:574] : INFO : Epoch 2036 | loss: 0.031073 | val_loss: 0.0311244 | Time: 9932.92 ms
[2021-05-18 22:40:19 main:574] : INFO : Epoch 2037 | loss: 0.0310937 | val_loss: 0.0311127 | Time: 10010 ms
[2021-05-18 22:40:29 main:574] : INFO : Epoch 2038 | loss: 0.0310865 | val_loss: 0.0311127 | Time: 9901.61 ms
[2021-05-18 22:40:39 main:574] : INFO : Epoch 2039 | loss: 0.0310868 | val_loss: 0.0311147 | Time: 9764.73 ms
[2021-05-18 22:40:48 main:574] : INFO : Epoch 2040 | loss: 0.0310794 | val_loss: 0.0311156 | Time: 9708.36 ms
[2021-05-18 22:40:58 main:574] : INFO : Epoch 2041 | loss: 0.0310759 | val_loss: 0.0311138 | Time: 9790.03 ms
[2021-05-18 22:41:08 main:574] : INFO : Epoch 2042 | loss: 0.0310756 | val_loss: 0.0311125 | Time: 9922.37 ms
[2021-05-18 22:41:18 main:574] : INFO : Epoch 2043 | loss: 0.0310725 | val_loss: 0.0311173 | Time: 9981.12 ms
[2021-05-18 22:41:28 main:574] : INFO : Epoch 2044 | loss: 0.0310721 | val_loss: 0.0311215 | Time: 9952.94 ms
[2021-05-18 22:41:38 main:574] : INFO : Epoch 2045 | loss: 0.0310733 | val_loss: 0.0311226 | Time: 9731.43 ms
[2021-05-18 22:41:48 main:574] : INFO : Epoch 2046 | loss: 0.0310696 | val_loss: 0.031122 | Time: 9818.68 ms
[2021-05-18 22:41:58 main:574] : INFO : Epoch 2047 | loss: 0.0310731 | val_loss: 0.0311194 | Time: 10018.5 ms
[2021-05-18 22:42:08 main:574] : INFO : Epoch 2048 | loss: 0.0310703 | val_loss: 0.0311287 | Time: 9846.92 ms
[2021-05-18 22:42:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311287
[2021-05-18 22:42:08 main:603] : INFO : Saving end state to config to file
[2021-05-18 22:42:08 main:608] : INFO : Success, exiting..
22:42:08 (2820): 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)