Task 5116963
| Name | ParityModified-1619232516-16937-2_0 |
| Workunit | 3073324 |
| Created | 28 Apr 2021, 23:57:36 UTC |
| Sent | 8 May 2021, 4:54:43 UTC |
| Report deadline | 15 May 2021, 4:54:43 UTC |
| Received | 8 May 2021, 23:03:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 45 min 36 sec |
| CPU time | 5 hours 43 min 52 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> :21 main:574] : INFO : Epoch 1542 | loss: 0.031097 | val_loss: 0.0311289 | Time: 9970.97 ms [2021-05-08 15:37:31 main:574] : INFO : Epoch 1543 | loss: 0.0310927 | val_loss: 0.0311344 | Time: 9928.87 ms [2021-05-08 15:37:41 main:574] : INFO : Epoch 1544 | loss: 0.031091 | val_loss: 0.0311346 | Time: 10047.1 ms [2021-05-08 15:37:51 main:574] : INFO : Epoch 1545 | loss: 0.0310884 | val_loss: 0.0311329 | Time: 10172 ms [2021-05-08 15:38:01 main:574] : INFO : Epoch 1546 | loss: 0.0310865 | val_loss: 0.0311354 | Time: 9955.45 ms [2021-05-08 15:38:11 main:574] : INFO : Epoch 1547 | loss: 0.0310859 | val_loss: 0.031139 | Time: 9971.42 ms [2021-05-08 15:38:21 main:574] : INFO : Epoch 1548 | loss: 0.0310867 | val_loss: 0.0311409 | Time: 9930.58 ms [2021-05-08 15:38:31 main:574] : INFO : Epoch 1549 | loss: 0.0310848 | val_loss: 0.0311405 | Time: 9986.5 ms [2021-05-08 15:38:41 main:574] : INFO : Epoch 1550 | loss: 0.0310911 | val_loss: 0.031136 | Time: 10005.4 ms [2021-05-08 15:38:51 main:574] : INFO : Epoch 1551 | loss: 0.0310908 | val_loss: 0.0311322 | Time: 9972.73 ms [2021-05-08 15:39:01 main:574] : INFO : Epoch 1552 | loss: 0.0310851 | val_loss: 0.0311355 | Time: 10147.5 ms [2021-05-08 15:39:11 main:574] : INFO : Epoch 1553 | loss: 0.0310829 | val_loss: 0.0311358 | Time: 10008.9 ms [2021-05-08 15:39:21 main:574] : INFO : Epoch 1554 | loss: 0.0310826 | val_loss: 0.0311396 | Time: 10094.7 ms [2021-05-08 15:39:31 main:574] : INFO : Epoch 1555 | loss: 0.0310863 | val_loss: 0.0311385 | Time: 9964.09 ms [2021-05-08 15:39:41 main:574] : INFO : Epoch 1556 | loss: 0.031087 | val_loss: 0.0311387 | Time: 9987.16 ms [2021-05-08 15:39:51 main:574] : INFO : Epoch 1557 | loss: 0.031088 | val_loss: 0.0311325 | Time: 10065.4 ms [2021-05-08 15:40:01 main:574] : INFO : Epoch 1558 | loss: 0.0310845 | val_loss: 0.0311377 | Time: 9947.01 ms [2021-05-08 15:40:11 main:574] : INFO : Epoch 1559 | loss: 0.0310832 | val_loss: 0.0311363 | Time: 9936.7 ms [2021-05-08 15:40:21 main:574] : INFO : Epoch 1560 | loss: 0.0310836 | val_loss: 0.0311328 | Time: 9995.19 ms [2021-05-08 15:40:31 main:574] : INFO : Epoch 1561 | loss: 0.0310818 | val_loss: 0.0311397 | Time: 10002.1 ms [2021-05-08 15:40:41 main:574] : INFO : Epoch 1562 | loss: 0.0310808 | val_loss: 0.0311369 | Time: 10023.6 ms [2021-05-08 15:40:51 main:574] : INFO : Epoch 1563 | loss: 0.0310818 | val_loss: 0.0311407 | Time: 9990.2 ms [2021-05-08 15:41:01 main:574] : INFO : Epoch 1564 | loss: 0.0310819 | val_loss: 0.0311416 | Time: 10107.2 ms [2021-05-08 15:41:11 main:574] : INFO : Epoch 1565 | loss: 0.0310809 | val_loss: 0.0311374 | Time: 9922.03 ms [2021-05-08 15:41:21 main:574] : INFO : Epoch 1566 | loss: 0.0310821 | val_loss: 0.0311309 | Time: 10098.4 ms [2021-05-08 15:41:31 main:574] : INFO : Epoch 1567 | loss: 0.0310818 | val_loss: 0.0311331 | Time: 9942.52 ms [2021-05-08 15:41:41 main:574] : INFO : Epoch 1568 | loss: 0.0310794 | val_loss: 0.0311395 | Time: 9976.19 ms [2021-05-08 15:41:51 main:574] : INFO : Epoch 1569 | loss: 0.0310783 | val_loss: 0.0311427 | Time: 10021.7 ms [2021-05-08 15:42:01 main:574] : INFO : Epoch 1570 | loss: 0.0310783 | val_loss: 0.0311396 | Time: 10012.3 ms [2021-05-08 15:42:11 main:574] : INFO : Epoch 1571 | loss: 0.0310787 | val_loss: 0.0311335 | Time: 10021.7 ms [2021-05-08 15:42:22 main:574] : INFO : Epoch 1572 | loss: 0.0310812 | val_loss: 0.031131 | Time: 10048.1 ms [2021-05-08 15:42:32 main:574] : INFO : Epoch 1573 | loss: 0.031082 | val_loss: 0.0311346 | Time: 10242.8 ms [2021-05-08 15:42:42 main:574] : INFO : Epoch 1574 | loss: 0.0310795 | val_loss: 0.0311343 | Time: 10019.8 ms [2021-05-08 15:42:52 main:574] : INFO : Epoch 1575 | loss: 0.0310829 | val_loss: 0.0311329 | Time: 10043.2 ms [2021-05-08 15:43:02 main:574] : INFO : Epoch 1576 | loss: 0.0310843 | val_loss: 0.0311273 | Time: 9983.25 ms [2021-05-08 15:43:12 main:574] : INFO : Epoch 1577 | loss: 0.0310827 | val_loss: 0.031134 | Time: 9996.44 ms [2021-05-08 15:43:22 main:574] : INFO : Epoch 1578 | loss: 0.0310858 | val_loss: 0.0311363 | Time: 10035 ms [2021-05-08 15:43:32 main:574] : INFO : Epoch 1579 | loss: 0.0310833 | val_loss: 0.0311385 | Time: 9909.27 ms [2021-05-08 15:43:42 main:574] : INFO : Epoch 1580 | loss: 0.0310859 | val_loss: 0.0311442 | Time: 9959.23 ms [2021-05-08 15:43:52 main:574] : INFO : Epoch 1581 | loss: 0.0310879 | val_loss: 0.0311288 | Time: 10018.8 ms [2021-05-08 15:44:02 main:574] : INFO : Epoch 1582 | loss: 0.031091 | val_loss: 0.0311445 | Time: 9984.4 ms [2021-05-08 15:44:12 main:574] : INFO : Epoch 1583 | loss: 0.0310916 | val_loss: 0.0311349 | Time: 9960.5 ms [2021-05-08 15:44:22 main:574] : INFO : Epoch 1584 | loss: 0.0311068 | val_loss: 0.0311366 | Time: 10272.4 ms [2021-05-08 15:44:32 main:574] : INFO : Epoch 1585 | loss: 0.0311094 | val_loss: 0.0311393 | Time: 10038.6 ms [2021-05-08 15:44:42 main:574] : INFO : Epoch 1586 | loss: 0.0311112 | val_loss: 0.0311341 | Time: 9991.17 ms [2021-05-08 15:44:52 main:574] : INFO : Epoch 1587 | loss: 0.0310948 | val_loss: 0.0311365 | Time: 10003.7 ms [2021-05-08 15:45:02 main:574] : INFO : Epoch 1588 | loss: 0.0310889 | val_loss: 0.0311376 | Time: 10037.4 ms [2021-05-08 15:45:12 main:574] : INFO : Epoch 1589 | loss: 0.0310862 | val_loss: 0.0311304 | Time: 10045.9 ms [2021-05-08 15:45:22 main:574] : INFO : Epoch 1590 | loss: 0.031084 | val_loss: 0.0311361 | Time: 10037.8 ms [2021-05-08 15:45:32 main:574] : INFO : Epoch 1591 | loss: 0.0310911 | val_loss: 0.0311316 | Time: 9983.53 ms [2021-05-08 15:45:42 main:574] : INFO : Epoch 1592 | loss: 0.0310916 | val_loss: 0.0311302 | Time: 9998.05 ms [2021-05-08 15:45:52 main:574] : INFO : Epoch 1593 | loss: 0.0310887 | val_loss: 0.0311345 | Time: 9980.45 ms [2021-05-08 15:46:02 main:574] : INFO : Epoch 1594 | loss: 0.0310912 | val_loss: 0.0311427 | Time: 9983.94 ms [2021-05-08 15:46:12 main:574] : INFO : Epoch 1595 | loss: 0.0310876 | val_loss: 0.0311448 | Time: 9993.52 ms [2021-05-08 15:46:23 main:574] : INFO : Epoch 1596 | loss: 0.031087 | val_loss: 0.0311371 | Time: 10063 ms [2021-05-08 15:46:33 main:574] : INFO : Epoch 1597 | loss: 0.0310829 | val_loss: 0.0311415 | Time: 10023.8 ms [2021-05-08 15:46:43 main:574] : INFO : Epoch 1598 | loss: 0.031083 | val_loss: 0.031141 | Time: 9971.63 ms [2021-05-08 15:46:53 main:574] : INFO : Epoch 1599 | loss: 0.0310855 | val_loss: 0.0311407 | Time: 9964.93 ms [2021-05-08 15:47:03 main:574] : INFO : Epoch 1600 | loss: 0.031083 | val_loss: 0.0311379 | Time: 10023.6 ms [2021-05-08 15:47:13 main:574] : INFO : Epoch 1601 | loss: 0.031082 | val_loss: 0.0311326 | Time: 9987.12 ms [2021-05-08 15:47:23 main:574] : INFO : Epoch 1602 | loss: 0.031086 | val_loss: 0.0311396 | Time: 10174 ms [2021-05-08 15:47:33 main:574] : INFO : Epoch 1603 | loss: 0.0310821 | val_loss: 0.031137 | Time: 9951.53 ms [2021-05-08 15:47:43 main:574] : INFO : Epoch 1604 | loss: 0.0310826 | val_loss: 0.0311401 | Time: 9992.31 ms [2021-05-08 15:47:53 main:574] : INFO : Epoch 1605 | loss: 0.0310842 | val_loss: 0.0311371 | Time: 10277 ms [2021-05-08 15:48:03 main:574] : INFO : Epoch 1606 | loss: 0.0310809 | val_loss: 0.0311376 | Time: 10104 ms [2021-05-08 15:48:13 main:574] : INFO : Epoch 1607 | loss: 0.0310812 | val_loss: 0.0311333 | Time: 10056.9 ms [2021-05-08 15:48:23 main:574] : INFO : Epoch 1608 | loss: 0.0310815 | val_loss: 0.0311338 | Time: 9970.4 ms [2021-05-08 15:48:33 main:574] : INFO : Epoch 1609 | loss: 0.0310823 | val_loss: 0.0311399 | Time: 9978.42 ms [2021-05-08 15:48:43 main:574] : INFO : Epoch 1610 | loss: 0.0310823 | val_loss: 0.0311309 | Time: 9953.59 ms [2021-05-08 15:48:53 main:574] : INFO : Epoch 1611 | loss: 0.0310792 | val_loss: 0.0311279 | Time: 9951.44 ms [2021-05-08 15:49:03 main:574] : INFO : Epoch 1612 | loss: 0.0310781 | val_loss: 0.0311387 | Time: 10037.3 ms [2021-05-08 15:49:13 main:574] : INFO : Epoch 1613 | loss: 0.0310802 | val_loss: 0.0311369 | Time: 10011.1 ms [2021-05-08 15:49:23 main:574] : INFO : Epoch 1614 | loss: 0.0310785 | val_loss: 0.0311339 | Time: 10020.5 ms [2021-05-08 15:49:33 main:574] : INFO : Epoch 1615 | loss: 0.0310802 | val_loss: 0.0311367 | Time: 10042.2 ms [2021-05-08 15:49:43 main:574] : INFO : Epoch 1616 | loss: 0.0310777 | val_loss: 0.0311409 | Time: 9963.87 ms [2021-05-08 15:49:53 main:574] : INFO : Epoch 1617 | loss: 0.0310779 | val_loss: 0.0311406 | Time: 10061.4 ms [2021-05-08 15:50:03 main:574] : INFO : Epoch 1618 | loss: 0.031077 | val_loss: 0.0311354 | Time: 9994.48 ms [2021-05-08 15:50:13 main:574] : INFO : Epoch 1619 | loss: 0.0310766 | val_loss: 0.0311428 | Time: 9988.16 ms [2021-05-08 15:50:23 main:574] : INFO : Epoch 1620 | loss: 0.0310798 | val_loss: 0.0311409 | Time: 10019.8 ms [2021-05-08 15:50:33 main:574] : INFO : Epoch 1621 | loss: 0.0310793 | val_loss: 0.0311466 | Time: 10014.6 ms [2021-05-08 15:50:43 main:574] : INFO : Epoch 1622 | loss: 0.0310814 | val_loss: 0.0311473 | Time: 9989.02 ms [2021-05-08 15:50:54 main:574] : INFO : Epoch 1623 | loss: 0.0310794 | val_loss: 0.0311385 | Time: 9986.96 ms [2021-05-08 15:51:03 main:574] : INFO : Epoch 1624 | loss: 0.0310763 | val_loss: 0.0311353 | Time: 9955.46 ms [2021-05-08 15:51:13 main:574] : INFO : Epoch 1625 | loss: 0.0310776 | val_loss: 0.0311515 | Time: 9990.86 ms [2021-05-08 15:51:24 main:574] : INFO : Epoch 1626 | loss: 0.0310786 | val_loss: 0.0311375 | Time: 10102 ms [2021-05-08 15:51:34 main:574] : INFO : Epoch 1627 | loss: 0.0310804 | val_loss: 0.0311521 | Time: 9964.2 ms [2021-05-08 15:51:44 main:574] : INFO : Epoch 1628 | loss: 0.0310904 | val_loss: 0.0311661 | Time: 10023.7 ms [2021-05-08 15:51:54 main:574] : INFO : Epoch 1629 | loss: 0.0311725 | val_loss: 0.0311887 | Time: 9984.07 ms [2021-05-08 15:52:04 main:574] : INFO : Epoch 1630 | loss: 0.0332665 | val_loss: 0.0318078 | Time: 10010.1 ms [2021-05-08 15:52:14 main:574] : INFO : Epoch 1631 | loss: 0.0316026 | val_loss: 0.0313697 | Time: 9998.68 ms [2021-05-08 15:52:24 main:574] : INFO : Epoch 1632 | loss: 0.0312197 | val_loss: 0.0311556 | Time: 9911.57 ms [2021-05-08 15:52:34 main:574] : INFO : Epoch 1633 | loss: 0.0311296 | val_loss: 0.0311329 | Time: 10053 ms [2021-05-08 15:52:44 main:574] : INFO : Epoch 1634 | loss: 0.0311093 | val_loss: 0.0311299 | Time: 9918.8 ms [2021-05-08 15:52:54 main:574] : INFO : Epoch 1635 | loss: 0.0311046 | val_loss: 0.0311376 | Time: 9955.86 ms [2021-05-08 15:53:04 main:574] : INFO : Epoch 1636 | loss: 0.0311097 | val_loss: 0.0311325 | Time: 10059.6 ms [2021-05-08 15:53:14 main:574] : INFO : Epoch 1637 | loss: 0.0311003 | val_loss: 0.0311266 | Time: 10045.4 ms [2021-05-08 15:53:24 main:574] : INFO : Epoch 1638 | loss: 0.0310946 | val_loss: 0.0311288 | Time: 10002.2 ms [2021-05-08 15:53:34 main:574] : INFO : Epoch 1639 | loss: 0.0310944 | val_loss: 0.0311311 | Time: 9962.88 ms [2021-05-08 15:53:44 main:574] : INFO : Epoch 1640 | loss: 0.0310934 | val_loss: 0.0311234 | Time: 10036.6 ms [2021-05-08 15:53:54 main:574] : INFO : Epoch 1641 | loss: 0.0310935 | val_loss: 0.0311227 | Time: 9908.64 ms [2021-05-08 15:54:04 main:574] : INFO : Epoch 1642 | loss: 0.0310922 | val_loss: 0.0311387 | Time: 9961.46 ms [2021-05-08 15:54:14 main:574] : INFO : Epoch 1643 | loss: 0.0310912 | val_loss: 0.0311266 | Time: 10023.7 ms [2021-05-08 15:54:24 main:574] : INFO : Epoch 1644 | loss: 0.0310916 | val_loss: 0.031123 | Time: 9999.89 ms [2021-05-08 15:54:34 main:574] : INFO : Epoch 1645 | loss: 0.0310922 | val_loss: 0.0311215 | Time: 10245.2 ms [2021-05-08 15:54:44 main:574] : INFO : Epoch 1646 | loss: 0.0310946 | val_loss: 0.031124 | Time: 9952.64 ms [2021-05-08 15:54:54 main:574] : INFO : Epoch 1647 | loss: 0.0310907 | val_loss: 0.0311241 | Time: 9934.26 ms [2021-05-08 15:55:04 main:574] : INFO : Epoch 1648 | loss: 0.0310883 | val_loss: 0.031128 | Time: 10024 ms [2021-05-08 15:55:14 main:574] : INFO : Epoch 1649 | loss: 0.0310867 | val_loss: 0.0311317 | Time: 10016.7 ms [2021-05-08 15:55:24 main:574] : INFO : Epoch 1650 | loss: 0.031087 | val_loss: 0.03113 | Time: 9943.66 ms [2021-05-08 15:55:34 main:574] : INFO : Epoch 1651 | loss: 0.0310887 | val_loss: 0.0311349 | Time: 10020.8 ms [2021-05-08 15:55:44 main:574] : INFO : Epoch 1652 | loss: 0.0310851 | val_loss: 0.0311317 | Time: 9943.83 ms [2021-05-08 15:55:54 main:574] : INFO : Epoch 1653 | loss: 0.0310853 | val_loss: 0.0311279 | Time: 10001.6 ms [2021-05-08 15:56:04 main:574] : INFO : Epoch 1654 | loss: 0.0310905 | val_loss: 0.0311268 | Time: 10026.9 ms [2021-05-08 15:56:14 main:574] : INFO : Epoch 1655 | loss: 0.0310895 | val_loss: 0.0311323 | Time: 9969.5 ms [2021-05-08 15:56:24 main:574] : INFO : Epoch 1656 | loss: 0.0310854 | val_loss: 0.0311313 | Time: 9985.54 ms [2021-05-08 15:56:34 main:574] : INFO : Epoch 1657 | loss: 0.0310847 | val_loss: 0.0311325 | Time: 9965.51 ms [2021-05-08 15:56:44 main:574] : INFO : Epoch 1658 | loss: 0.0310865 | val_loss: 0.0311281 | Time: 10029.4 ms [2021-05-08 15:56:54 main:574] : INFO : Epoch 1659 | loss: 0.0310876 | val_loss: 0.0311276 | Time: 10029.5 ms [2021-05-08 15:57:04 main:574] : INFO : Epoch 1660 | loss: 0.0310859 | val_loss: 0.0311327 | Time: 10010.9 ms [2021-05-08 15:57:14 main:574] : INFO : Epoch 1661 | loss: 0.0310868 | val_loss: 0.0311335 | Time: 10009.8 ms [2021-05-08 15:57:24 main:574] : INFO : Epoch 1662 | loss: 0.0310836 | val_loss: 0.0311323 | Time: 10007.8 ms [2021-05-08 15:57:34 main:574] : INFO : Epoch 1663 | loss: 0.0310849 | val_loss: 0.0311353 | Time: 9958.18 ms [2021-05-08 15:57:44 main:574] : INFO : Epoch 1664 | loss: 0.0310827 | val_loss: 0.0311308 | Time: 10171.2 ms [2021-05-08 15:57:55 main:574] : INFO : Epoch 1665 | loss: 0.0310829 | val_loss: 0.0311349 | Time: 10252.7 ms [2021-05-08 15:58:05 main:574] : INFO : Epoch 1666 | loss: 0.0310843 | val_loss: 0.0311378 | Time: 9961.7 ms [2021-05-08 15:58:15 main:574] : INFO : Epoch 1667 | loss: 0.0310824 | val_loss: 0.0311338 | Time: 10027.4 ms [2021-05-08 15:58:25 main:574] : INFO : Epoch 1668 | loss: 0.0310833 | val_loss: 0.0311311 | Time: 10002.1 ms [2021-05-08 15:58:35 main:574] : INFO : Epoch 1669 | loss: 0.0310871 | val_loss: 0.0311267 | Time: 9980.41 ms [2021-05-08 15:58:45 main:574] : INFO : Epoch 1670 | loss: 0.0310821 | val_loss: 0.0311308 | Time: 10026.4 ms [2021-05-08 15:58:55 main:574] : INFO : Epoch 1671 | loss: 0.0310806 | val_loss: 0.0311326 | Time: 9994.93 ms [2021-05-08 15:59:05 main:574] : INFO : Epoch 1672 | loss: 0.0310836 | val_loss: 0.0311298 | Time: 9949.21 ms [2021-05-08 15:59:15 main:574] : INFO : Epoch 1673 | loss: 0.031085 | val_loss: 0.0311324 | Time: 9956.66 ms [2021-05-08 15:59:25 main:574] : INFO : Epoch 1674 | loss: 0.031082 | val_loss: 0.0311335 | Time: 10033.6 ms [2021-05-08 15:59:35 main:574] : INFO : Epoch 1675 | loss: 0.0310835 | val_loss: 0.031133 | Time: 9914.57 ms [2021-05-08 15:59:45 main:574] : INFO : Epoch 1676 | loss: 0.0310793 | val_loss: 0.0311309 | Time: 10044.3 ms [2021-05-08 15:59:55 main:574] : INFO : Epoch 1677 | loss: 0.031082 | val_loss: 0.0311313 | Time: 9953.21 ms [2021-05-08 16:00:05 main:574] : INFO : Epoch 1678 | loss: 0.0310868 | val_loss: 0.0311386 | Time: 9973.28 ms [2021-05-08 16:00:15 main:574] : INFO : Epoch 1679 | loss: 0.031088 | val_loss: 0.0311326 | Time: 9994.02 ms [2021-05-08 16:00:25 main:574] : INFO : Epoch 1680 | loss: 0.0310845 | val_loss: 0.0311347 | Time: 10039.9 ms [2021-05-08 16:00:35 main:574] : INFO : Epoch 1681 | loss: 0.0310845 | val_loss: 0.0311347 | Time: 9945.95 ms [2021-05-08 16:00:45 main:574] : INFO : Epoch 1682 | loss: 0.0310854 | val_loss: 0.0311312 | Time: 9945.62 ms [2021-05-08 16:00:55 main:574] : INFO : Epoch 1683 | loss: 0.0310826 | val_loss: 0.031133 | Time: 9953.66 ms [2021-05-08 16:01:05 main:574] : INFO : Epoch 1684 | loss: 0.0310809 | val_loss: 0.0311323 | Time: 9981.9 ms [2021-05-08 16:01:15 main:574] : INFO : Epoch 1685 | loss: 0.0310827 | val_loss: 0.0311358 | Time: 9962.17 ms [2021-05-08 16:01:25 main:574] : INFO : Epoch 1686 | loss: 0.0310808 | val_loss: 0.031138 | Time: 9966.33 ms [2021-05-08 16:01:35 main:574] : INFO : Epoch 1687 | loss: 0.0310834 | val_loss: 0.0311346 | Time: 9997.07 ms [2021-05-08 16:01:45 main:574] : INFO : Epoch 1688 | loss: 0.031084 | val_loss: 0.0311282 | Time: 10034.4 ms [2021-05-08 16:01:55 main:574] : INFO : Epoch 1689 | loss: 0.0310825 | val_loss: 0.031134 | Time: 10122.4 ms [2021-05-08 16:02:05 main:574] : INFO : Epoch 1690 | loss: 0.0310839 | val_loss: 0.0311286 | Time: 10138.4 ms [2021-05-08 16:02:15 main:574] : INFO : Epoch 1691 | loss: 0.0310836 | val_loss: 0.0311248 | Time: 10066.7 ms [2021-05-08 16:02:25 main:574] : INFO : Epoch 1692 | loss: 0.0310835 | val_loss: 0.0311366 | Time: 10027.6 ms [2021-05-08 16:02:35 main:574] : INFO : Epoch 1693 | loss: 0.0310823 | val_loss: 0.0311314 | Time: 10034.7 ms [2021-05-08 16:02:45 main:574] : INFO : Epoch 1694 | loss: 0.0310835 | val_loss: 0.031136 | Time: 9987.86 ms [2021-05-08 16:02:55 main:574] : INFO : Epoch 1695 | loss: 0.0310881 | val_loss: 0.0311361 | Time: 9960.76 ms [2021-05-08 16:03:05 main:574] : INFO : Epoch 1696 | loss: 0.0310833 | val_loss: 0.0311339 | Time: 10055.5 ms [2021-05-08 16:03:15 main:574] : INFO : Epoch 1697 | loss: 0.0310842 | val_loss: 0.0311383 | Time: 10000.6 ms [2021-05-08 16:03:25 main:574] : INFO : Epoch 1698 | loss: 0.0310833 | val_loss: 0.0311335 | Time: 10109.5 ms [2021-05-08 16:03:36 main:574] : INFO : Epoch 1699 | loss: 0.0310835 | val_loss: 0.0311331 | Time: 10309.1 ms [2021-05-08 16:03:46 main:574] : INFO : Epoch 1700 | loss: 0.0310821 | val_loss: 0.031131 | Time: 10275.2 ms [2021-05-08 16:03:57 main:574] : INFO : Epoch 1701 | loss: 0.0310825 | val_loss: 0.0311313 | Time: 10361.1 ms [2021-05-08 16:04:07 main:574] : INFO : Epoch 1702 | loss: 0.0310824 | val_loss: 0.0311345 | Time: 10735.4 ms [2021-05-08 16:04:17 main:574] : INFO : Epoch 1703 | loss: 0.0310821 | val_loss: 0.03114 | Time: 10024.2 ms [2021-05-08 16:04:28 main:574] : INFO : Epoch 1704 | loss: 0.0310808 | val_loss: 0.0311367 | Time: 10220.2 ms [2021-05-08 16:04:38 main:574] : INFO : Epoch 1705 | loss: 0.0310814 | val_loss: 0.0311337 | Time: 10823 ms [2021-05-08 16:04:48 main:574] : INFO : Epoch 1706 | loss: 0.0310913 | val_loss: 0.0311367 | Time: 9997.33 ms [2021-05-08 16:04:59 main:574] : INFO : Epoch 1707 | loss: 0.0310975 | val_loss: 0.0311366 | Time: 10119.5 ms [2021-05-08 16:05:08 main:574] : INFO : Epoch 1708 | loss: 0.0310941 | val_loss: 0.0311261 | Time: 9953.92 ms [2021-05-08 16:05:18 main:574] : INFO : Epoch 1709 | loss: 0.0310933 | val_loss: 0.0311314 | Time: 10007.7 ms [2021-05-08 16:05:29 main:574] : INFO : Epoch 1710 | loss: 0.0310942 | val_loss: 0.0311291 | Time: 9964.68 ms [2021-05-08 16:05:39 main:574] : INFO : Epoch 1711 | loss: 0.0310864 | val_loss: 0.0311273 | Time: 10245.4 ms [2021-05-08 16:05:50 main:574] : INFO : Epoch 1712 | loss: 0.0310856 | val_loss: 0.031126 | Time: 11555 ms [2021-05-08 16:06:01 main:574] : INFO : Epoch 1713 | loss: 0.0310855 | val_loss: 0.0311301 | Time: 10081.8 ms [2021-05-08 16:06:11 main:574] : INFO : Epoch 1714 | loss: 0.0310851 | val_loss: 0.0311289 | Time: 10770.6 ms [2021-05-08 16:06:22 main:574] : INFO : Epoch 1715 | loss: 0.0310814 | val_loss: 0.0311377 | Time: 10195.8 ms [2021-05-08 16:06:31 main:574] : INFO : Epoch 1716 | loss: 0.0310839 | val_loss: 0.0311357 | Time: 9950.6 ms [2021-05-08 16:06:42 main:574] : INFO : Epoch 1717 | loss: 0.0310839 | val_loss: 0.031139 | Time: 10030.9 ms [2021-05-08 16:06:52 main:574] : INFO : Epoch 1718 | loss: 0.0310854 | val_loss: 0.0311397 | Time: 10007.4 ms [2021-05-08 16:07:02 main:574] : INFO : Epoch 1719 | loss: 0.0310841 | val_loss: 0.0311395 | Time: 10122.3 ms [2021-05-08 16:07:12 main:574] : INFO : Epoch 1720 | loss: 0.0310894 | val_loss: 0.0311436 | Time: 9990.55 ms [2021-05-08 16:07:22 main:574] : INFO : Epoch 1721 | loss: 0.0310896 | val_loss: 0.0311351 | Time: 9974.06 ms [2021-05-08 16:07:32 main:574] : INFO : Epoch 1722 | loss: 0.0310862 | val_loss: 0.0311388 | Time: 9962.71 ms [2021-05-08 16:07:42 main:574] : INFO : Epoch 1723 | loss: 0.0310917 | val_loss: 0.0311306 | Time: 9981.1 ms [2021-05-08 16:07:52 main:574] : INFO : Epoch 1724 | loss: 0.0310916 | val_loss: 0.0311292 | Time: 10212.7 ms [2021-05-08 16:08:02 main:574] : INFO : Epoch 1725 | loss: 0.0310856 | val_loss: 0.0311335 | Time: 10022 ms [2021-05-08 16:08:12 main:574] : INFO : Epoch 1726 | loss: 0.0310864 | val_loss: 0.0311356 | Time: 9966.8 ms [2021-05-08 16:08:22 main:574] : INFO : Epoch 1727 | loss: 0.0310936 | val_loss: 0.0311401 | Time: 9975.29 ms [2021-05-08 16:08:32 main:574] : INFO : Epoch 1728 | loss: 0.0310949 | val_loss: 0.0311319 | Time: 9977.74 ms [2021-05-08 16:08:42 main:574] : INFO : Epoch 1729 | loss: 0.0310898 | val_loss: 0.0311333 | Time: 9968.03 ms [2021-05-08 16:08:52 main:574] : INFO : Epoch 1730 | loss: 0.0310848 | val_loss: 0.031132 | Time: 10017.9 ms [2021-05-08 16:09:02 main:574] : INFO : Epoch 1731 | loss: 0.0310844 | val_loss: 0.0311301 | Time: 9952.47 ms [2021-05-08 16:09:12 main:574] : INFO : Epoch 1732 | loss: 0.0310906 | val_loss: 0.0311301 | Time: 10076.4 ms [2021-05-08 16:09:22 main:574] : INFO : Epoch 1733 | loss: 0.0310886 | val_loss: 0.0311274 | Time: 10015.3 ms [2021-05-08 16:09:32 main:574] : INFO : Epoch 1734 | loss: 0.0310853 | val_loss: 0.0311325 | Time: 9978.86 ms [2021-05-08 16:09:42 main:574] : INFO : Epoch 1735 | loss: 0.0310889 | val_loss: 0.0311331 | Time: 9989.12 ms [2021-05-08 16:09:52 main:574] : INFO : Epoch 1736 | loss: 0.0311022 | val_loss: 0.0311346 | Time: 9974.94 ms [2021-05-08 16:10:02 main:574] : INFO : Epoch 1737 | loss: 0.0311014 | val_loss: 0.0311253 | Time: 10019.1 ms [2021-05-08 16:10:12 main:574] : INFO : Epoch 1738 | loss: 0.0310976 | val_loss: 0.0311303 | Time: 9957.86 ms [2021-05-08 16:10:22 main:574] : INFO : Epoch 1739 | loss: 0.031097 | val_loss: 0.0311281 | Time: 10026.2 ms [2021-05-08 16:10:32 main:574] : INFO : Epoch 1740 | loss: 0.0311023 | val_loss: 0.0311311 | Time: 9948.19 ms [2021-05-08 16:10:42 main:574] : INFO : Epoch 1741 | loss: 0.0310979 | val_loss: 0.031123 | Time: 10016.7 ms [2021-05-08 16:10:52 main:574] : INFO : Epoch 1742 | loss: 0.0310982 | val_loss: 0.0311309 | Time: 10089.8 ms [2021-05-08 16:11:02 main:574] : INFO : Epoch 1743 | loss: 0.0311005 | val_loss: 0.0311332 | Time: 9958.25 ms [2021-05-08 16:11:12 main:574] : INFO : Epoch 1744 | loss: 0.0310988 | val_loss: 0.031123 | Time: 10048.2 ms [2021-05-08 16:11:22 main:574] : INFO : Epoch 1745 | loss: 0.0310968 | val_loss: 0.0311252 | Time: 9994.24 ms [2021-05-08 16:11:32 main:574] : INFO : Epoch 1746 | loss: 0.0310965 | val_loss: 0.0311294 | Time: 9918.79 ms [2021-05-08 16:11:42 main:574] : INFO : Epoch 1747 | loss: 0.0310967 | val_loss: 0.0311271 | Time: 10017.6 ms [2021-05-08 16:11:52 main:574] : INFO : Epoch 1748 | loss: 0.0310924 | val_loss: 0.0311242 | Time: 9970.41 ms [2021-05-08 16:12:02 main:574] : INFO : Epoch 1749 | loss: 0.0310916 | val_loss: 0.0311278 | Time: 10051.5 ms [2021-05-08 16:12:12 main:574] : INFO : Epoch 1750 | loss: 0.031089 | val_loss: 0.0311258 | Time: 10093.1 ms [2021-05-08 16:12:23 main:574] : INFO : Epoch 1751 | loss: 0.0310929 | val_loss: 0.0311308 | Time: 10084.3 ms [2021-05-08 16:12:32 main:574] : INFO : Epoch 1752 | loss: 0.0310928 | val_loss: 0.0311365 | Time: 9918.97 ms [2021-05-08 16:12:42 main:574] : INFO : Epoch 1753 | loss: 0.0310926 | val_loss: 0.0311359 | Time: 10055.6 ms [2021-05-08 16:12:53 main:574] : INFO : Epoch 1754 | loss: 0.0310956 | val_loss: 0.0311313 | Time: 10005.3 ms [2021-05-08 16:13:03 main:574] : INFO : Epoch 1755 | loss: 0.0310991 | val_loss: 0.0311302 | Time: 10042.8 ms [2021-05-08 16:13:13 main:574] : INFO : Epoch 1756 | loss: 0.0310954 | val_loss: 0.0311281 | Time: 10033.4 ms [2021-05-08 16:13:23 main:574] : INFO : Epoch 1757 | loss: 0.0310946 | val_loss: 0.0311307 | Time: 9941.36 ms [2021-05-08 16:13:33 main:574] : INFO : Epoch 1758 | loss: 0.0310902 | val_loss: 0.0311278 | Time: 9974.58 ms [2021-05-08 16:13:43 main:574] : INFO : Epoch 1759 | loss: 0.031086 | val_loss: 0.0311353 | Time: 10104.6 ms [2021-05-08 16:13:53 main:574] : INFO : Epoch 1760 | loss: 0.031088 | val_loss: 0.0311324 | Time: 9923.44 ms [2021-05-08 16:14:03 main:574] : INFO : Epoch 1761 | loss: 0.0310886 | val_loss: 0.0311277 | Time: 9961.4 ms [2021-05-08 16:14:13 main:574] : INFO : Epoch 1762 | loss: 0.0310861 | val_loss: 0.0311311 | Time: 10014.8 ms [2021-05-08 16:14:23 main:574] : INFO : Epoch 1763 | loss: 0.0310854 | val_loss: 0.0311301 | Time: 10104.1 ms [2021-05-08 16:14:33 main:574] : INFO : Epoch 1764 | loss: 0.0310855 | val_loss: 0.0311333 | Time: 10257.3 ms [2021-05-08 16:14:43 main:574] : INFO : Epoch 1765 | loss: 0.0310874 | val_loss: 0.0311382 | Time: 10081.5 ms [2021-05-08 16:14:53 main:574] : INFO : Epoch 1766 | loss: 0.0310889 | val_loss: 0.031133 | Time: 10013.8 ms [2021-05-08 16:15:03 main:574] : INFO : Epoch 1767 | loss: 0.0310856 | val_loss: 0.0311285 | Time: 10005.7 ms [2021-05-08 16:15:13 main:574] : INFO : Epoch 1768 | loss: 0.0310863 | val_loss: 0.0311348 | Time: 10047.1 ms [2021-05-08 16:15:24 main:574] : INFO : Epoch 1769 | loss: 0.0310843 | val_loss: 0.031131 | Time: 10170.2 ms [2021-05-08 16:15:34 main:574] : INFO : Epoch 1770 | loss: 0.031084 | val_loss: 0.031133 | Time: 10049.4 ms [2021-05-08 16:15:44 main:574] : INFO : Epoch 1771 | loss: 0.0310834 | val_loss: 0.0311338 | Time: 9999.33 ms [2021-05-08 16:15:54 main:574] : INFO : Epoch 1772 | loss: 0.0310808 | val_loss: 0.0311289 | Time: 9930.01 ms [2021-05-08 16:16:04 main:574] : INFO : Epoch 1773 | loss: 0.0310822 | val_loss: 0.0311331 | Time: 10014 ms [2021-05-08 16:16:14 main:574] : INFO : Epoch 1774 | loss: 0.031082 | val_loss: 0.0311318 | Time: 9970.35 ms [2021-05-08 16:16:24 main:574] : INFO : Epoch 1775 | loss: 0.0310837 | val_loss: 0.031128 | Time: 10058.6 ms [2021-05-08 16:16:34 main:574] : INFO : Epoch 1776 | loss: 0.0310828 | val_loss: 0.0311254 | Time: 9970.57 ms [2021-05-08 16:16:44 main:574] : INFO : Epoch 1777 | loss: 0.0310822 | val_loss: 0.0311244 | Time: 10141.8 ms [2021-05-08 16:16:54 main:574] : INFO : Epoch 1778 | loss: 0.0310808 | val_loss: 0.0311247 | Time: 10035.2 ms [2021-05-08 16:17:04 main:574] : INFO : Epoch 1779 | loss: 0.0310818 | val_loss: 0.0311317 | Time: 9988.47 ms [2021-05-08 16:17:14 main:574] : INFO : Epoch 1780 | loss: 0.0310857 | val_loss: 0.0311314 | Time: 10004.1 ms [2021-05-08 16:17:24 main:574] : INFO : Epoch 1781 | loss: 0.0310832 | val_loss: 0.0311337 | Time: 10009 ms [2021-05-08 16:17:34 main:574] : INFO : Epoch 1782 | loss: 0.0310796 | val_loss: 0.0311275 | Time: 9975.09 ms [2021-05-08 16:17:44 main:574] : INFO : Epoch 1783 | loss: 0.0310777 | val_loss: 0.0311292 | Time: 9992.32 ms [2021-05-08 16:17:54 main:574] : INFO : Epoch 1784 | loss: 0.0310784 | val_loss: 0.0311334 | Time: 10221.4 ms [2021-05-08 16:18:04 main:574] : INFO : Epoch 1785 | loss: 0.0310827 | val_loss: 0.0311375 | Time: 10065.8 ms [2021-05-08 16:18:14 main:574] : INFO : Epoch 1786 | loss: 0.0310883 | val_loss: 0.031137 | Time: 9979.29 ms [2021-05-08 16:18:25 main:574] : INFO : Epoch 1787 | loss: 0.031086 | val_loss: 0.0311268 | Time: 10224.2 ms [2021-05-08 16:18:35 main:574] : INFO : Epoch 1788 | loss: 0.0310821 | val_loss: 0.0311274 | Time: 10003.3 ms [2021-05-08 16:18:45 main:574] : INFO : Epoch 1789 | loss: 0.0310789 | val_loss: 0.0311292 | Time: 9999.95 ms [2021-05-08 16:18:55 main:574] : INFO : Epoch 1790 | loss: 0.0310795 | val_loss: 0.0311355 | Time: 10006.1 ms [2021-05-08 16:19:05 main:574] : INFO : Epoch 1791 | loss: 0.0310786 | val_loss: 0.0311309 | Time: 9969.95 ms [2021-05-08 16:19:15 main:574] : INFO : Epoch 1792 | loss: 0.0310761 | val_loss: 0.031138 | Time: 9993.78 ms [2021-05-08 16:19:25 main:574] : INFO : Epoch 1793 | loss: 0.0310738 | val_loss: 0.0311311 | Time: 9998.55 ms [2021-05-08 16:19:35 main:574] : INFO : Epoch 1794 | loss: 0.0310749 | val_loss: 0.0311259 | Time: 9932.8 ms [2021-05-08 16:19:45 main:574] : INFO : Epoch 1795 | loss: 0.0310906 | val_loss: 0.0311272 | Time: 10018.3 ms [2021-05-08 16:19:55 main:574] : INFO : Epoch 1796 | loss: 0.0310866 | val_loss: 0.0311293 | Time: 9940.17 ms [2021-05-08 16:20:04 main:574] : INFO : Epoch 1797 | loss: 0.0310853 | val_loss: 0.0311308 | Time: 9938.01 ms [2021-05-08 16:20:14 main:574] : INFO : Epoch 1798 | loss: 0.0310865 | val_loss: 0.0311269 | Time: 9972.85 ms [2021-05-08 16:20:24 main:574] : INFO : Epoch 1799 | loss: 0.0310858 | val_loss: 0.0311281 | Time: 9946.33 ms [2021-05-08 16:20:34 main:574] : INFO : Epoch 1800 | loss: 0.0310843 | val_loss: 0.0311331 | Time: 10008.3 ms [2021-05-08 16:20:44 main:574] : INFO : Epoch 1801 | loss: 0.0310837 | val_loss: 0.0311266 | Time: 9949.82 ms [2021-05-08 16:20:54 main:574] : INFO : Epoch 1802 | loss: 0.0310816 | val_loss: 0.0311329 | Time: 9930.62 ms [2021-05-08 16:21:04 main:574] : INFO : Epoch 1803 | loss: 0.0310802 | val_loss: 0.0311352 | Time: 9956.14 ms [2021-05-08 16:21:14 main:574] : INFO : Epoch 1804 | loss: 0.031079 | val_loss: 0.0311376 | Time: 9959.56 ms [2021-05-08 16:21:24 main:574] : INFO : Epoch 1805 | loss: 0.0310794 | val_loss: 0.0311325 | Time: 10019 ms [2021-05-08 16:21:34 main:574] : INFO : Epoch 1806 | loss: 0.0310846 | val_loss: 0.0311342 | Time: 9914.35 ms [2021-05-08 16:21:44 main:574] : INFO : Epoch 1807 | loss: 0.0310892 | val_loss: 0.0311327 | Time: 9984.54 ms [2021-05-08 16:21:54 main:574] : INFO : Epoch 1808 | loss: 0.0310945 | val_loss: 0.0311322 | Time: 10014.5 ms [2021-05-08 16:22:04 main:574] : INFO : Epoch 1809 | loss: 0.0310908 | val_loss: 0.0311357 | Time: 10084 ms [2021-05-08 16:22:15 main:574] : INFO : Epoch 1810 | loss: 0.031091 | val_loss: 0.0311276 | Time: 10007.7 ms [2021-05-08 16:22:25 main:574] : INFO : Epoch 1811 | loss: 0.0310867 | val_loss: 0.0311318 | Time: 10159.8 ms [2021-05-08 16:22:35 main:574] : INFO : Epoch 1812 | loss: 0.0310847 | val_loss: 0.0311301 | Time: 10065.8 ms [2021-05-08 16:22:45 main:574] : INFO : Epoch 1813 | loss: 0.0310824 | val_loss: 0.0311334 | Time: 9994.28 ms [2021-05-08 16:22:55 main:574] : INFO : Epoch 1814 | loss: 0.0310816 | val_loss: 0.0311403 | Time: 9978.95 ms [2021-05-08 16:23:05 main:574] : INFO : Epoch 1815 | loss: 0.0310839 | val_loss: 0.0311317 | Time: 10009.1 ms [2021-05-08 16:23:15 main:574] : INFO : Epoch 1816 | loss: 0.0310853 | val_loss: 0.0311339 | Time: 10053.8 ms [2021-05-08 16:23:25 main:574] : INFO : Epoch 1817 | loss: 0.0310847 | val_loss: 0.0311333 | Time: 9994.79 ms [2021-05-08 16:23:35 main:574] : INFO : Epoch 1818 | loss: 0.0310822 | val_loss: 0.031131 | Time: 9922.86 ms [2021-05-08 16:23:45 main:574] : INFO : Epoch 1819 | loss: 0.0310795 | val_loss: 0.0311293 | Time: 9948.86 ms [2021-05-08 16:23:55 main:574] : INFO : Epoch 1820 | loss: 0.0310818 | val_loss: 0.0311395 | Time: 9972.36 ms [2021-05-08 16:24:05 main:574] : INFO : Epoch 1821 | loss: 0.0310872 | val_loss: 0.0311365 | Time: 10014.2 ms [2021-05-08 16:24:15 main:574] : INFO : Epoch 1822 | loss: 0.0310968 | val_loss: 0.0311294 | Time: 10003.4 ms [2021-05-08 16:24:25 main:574] : INFO : Epoch 1823 | loss: 0.0310944 | val_loss: 0.0311317 | Time: 10057.1 ms [2021-05-08 16:24:35 main:574] : INFO : Epoch 1824 | loss: 0.0310885 | val_loss: 0.0311248 | Time: 10088.1 ms [2021-05-08 16:24:45 main:574] : INFO : Epoch 1825 | loss: 0.0310834 | val_loss: 0.0311249 | Time: 10445.2 ms [2021-05-08 16:24:55 main:574] : INFO : Epoch 1826 | loss: 0.0310834 | val_loss: 0.0311271 | Time: 9976.43 ms [2021-05-08 16:25:05 main:574] : INFO : Epoch 1827 | loss: 0.0310819 | val_loss: 0.0311297 | Time: 9928.53 ms [2021-05-08 16:25:15 main:574] : INFO : Epoch 1828 | loss: 0.0310796 | val_loss: 0.0311264 | Time: 9979.89 ms [2021-05-08 16:25:26 main:574] : INFO : Epoch 1829 | loss: 0.0310832 | val_loss: 0.0311328 | Time: 10044.6 ms [2021-05-08 16:25:36 main:574] : INFO : Epoch 1830 | loss: 0.0310831 | val_loss: 0.0311303 | Time: 10000.4 ms [2021-05-08 16:25:46 main:574] : INFO : Epoch 1831 | loss: 0.0310818 | val_loss: 0.0311327 | Time: 9993.99 ms [2021-05-08 16:25:56 main:574] : INFO : Epoch 1832 | loss: 0.0310839 | val_loss: 0.0311326 | Time: 9981.23 ms [2021-05-08 16:26:06 main:574] : INFO : Epoch 1833 | loss: 0.0310814 | val_loss: 0.0311273 | Time: 10074.3 ms [2021-05-08 16:26:16 main:574] : INFO : Epoch 1834 | loss: 0.0310804 | val_loss: 0.031132 | Time: 9969.85 ms [2021-05-08 16:26:26 main:574] : INFO : Epoch 1835 | loss: 0.031084 | val_loss: 0.0311339 | Time: 9972.14 ms [2021-05-08 16:26:36 main:574] : INFO : Epoch 1836 | loss: 0.0310853 | val_loss: 0.0311359 | Time: 9957.79 ms [2021-05-08 16:26:46 main:574] : INFO : Epoch 1837 | loss: 0.0310844 | val_loss: 0.0311328 | Time: 9992.43 ms [2021-05-08 16:26:56 main:574] : INFO : Epoch 1838 | loss: 0.0310797 | val_loss: 0.0311373 | Time: 9964.6 ms [2021-05-08 16:27:06 main:574] : INFO : Epoch 1839 | loss: 0.0310783 | val_loss: 0.0311405 | Time: 9998.04 ms [2021-05-08 16:27:16 main:574] : INFO : Epoch 1840 | loss: 0.0310828 | val_loss: 0.0311405 | Time: 9958.29 ms [2021-05-08 16:27:26 main:574] : INFO : Epoch 1841 | loss: 0.0310789 | val_loss: 0.031133 | Time: 9953.59 ms [2021-05-08 16:27:36 main:574] : INFO : Epoch 1842 | loss: 0.0310794 | val_loss: 0.0311341 | Time: 10071 ms [2021-05-08 16:27:46 main:574] : INFO : Epoch 1843 | loss: 0.0310815 | val_loss: 0.0311423 | Time: 9989.91 ms [2021-05-08 16:27:56 main:574] : INFO : Epoch 1844 | loss: 0.0310874 | val_loss: 0.0311333 | Time: 10029.7 ms [2021-05-08 16:28:06 main:574] : INFO : Epoch 1845 | loss: 0.0310844 | val_loss: 0.0311296 | Time: 10298.3 ms [2021-05-08 16:28:16 main:574] : INFO : Epoch 1846 | loss: 0.0310888 | val_loss: 0.031141 | Time: 9958.78 ms [2021-05-08 16:28:26 main:574] : INFO : Epoch 1847 | loss: 0.0310878 | val_loss: 0.0311287 | Time: 10026.2 ms [2021-05-08 16:28:36 main:574] : INFO : Epoch 1848 | loss: 0.0310914 | val_loss: 0.0311248 | Time: 9991.83 ms [2021-05-08 16:28:46 main:574] : INFO : Epoch 1849 | loss: 0.0310914 | val_loss: 0.031125 | Time: 9959.11 ms [2021-05-08 16:28:56 main:574] : INFO : Epoch 1850 | loss: 0.0310871 | val_loss: 0.0311244 | Time: 9926.2 ms [2021-05-08 16:29:06 main:574] : INFO : Epoch 1851 | loss: 0.0310851 | val_loss: 0.0311262 | Time: 9954.27 ms [2021-05-08 16:29:16 main:574] : INFO : Epoch 1852 | loss: 0.031083 | val_loss: 0.0311286 | Time: 9964.05 ms [2021-05-08 16:29:26 main:574] : INFO : Epoch 1853 | loss: 0.0310816 | val_loss: 0.0311259 | Time: 10037.3 ms [2021-05-08 16:29:36 main:574] : INFO : Epoch 1854 | loss: 0.0310802 | val_loss: 0.0311296 | Time: 9908.74 ms [2021-05-08 16:29:46 main:574] : INFO : Epoch 1855 | loss: 0.031079 | val_loss: 0.0311279 | Time: 9971.32 ms [2021-05-08 16:29:56 main:574] : INFO : Epoch 1856 | loss: 0.0310807 | val_loss: 0.0311293 | Time: 9930.95 ms [2021-05-08 16:30:06 main:574] : INFO : Epoch 1857 | loss: 0.0310799 | val_loss: 0.0311315 | Time: 9967.08 ms [2021-05-08 16:30:16 main:574] : INFO : Epoch 1858 | loss: 0.0310817 | val_loss: 0.0311243 | Time: 10044.2 ms [2021-05-08 16:30:26 main:574] : INFO : Epoch 1859 | loss: 0.0310796 | val_loss: 0.0311288 | Time: 9975 ms [2021-05-08 16:30:36 main:574] : INFO : Epoch 1860 | loss: 0.0310784 | val_loss: 0.0311329 | Time: 10003.4 ms [2021-05-08 16:30:46 main:574] : INFO : Epoch 1861 | loss: 0.0310765 | val_loss: 0.0311346 | Time: 10102.8 ms [2021-05-08 16:30:56 main:574] : INFO : Epoch 1862 | loss: 0.0310775 | val_loss: 0.0311267 | Time: 9961.12 ms [2021-05-08 16:31:06 main:574] : INFO : Epoch 1863 | loss: 0.0310752 | val_loss: 0.0311244 | Time: 10025.9 ms [2021-05-08 16:31:16 main:574] : INFO : Epoch 1864 | loss: 0.0310768 | val_loss: 0.031127 | Time: 9981.46 ms [2021-05-08 16:31:26 main:574] : INFO : Epoch 1865 | loss: 0.0310769 | val_loss: 0.0311271 | Time: 9997.07 ms [2021-05-08 16:31:36 main:574] : INFO : Epoch 1866 | loss: 0.031076 | val_loss: 0.0311284 | Time: 9962.17 ms [2021-05-08 16:31:46 main:574] : INFO : Epoch 1867 | loss: 0.0310757 | val_loss: 0.0311241 | Time: 9952.22 ms [2021-05-08 16:31:56 main:574] : INFO : Epoch 1868 | loss: 0.0310747 | val_loss: 0.0311237 | Time: 10108.8 ms [2021-05-08 16:32:06 main:574] : INFO : Epoch 1869 | loss: 0.0310762 | val_loss: 0.0311251 | Time: 10080.1 ms [2021-05-08 16:32:16 main:574] : INFO : Epoch 1870 | loss: 0.031074 | val_loss: 0.0311293 | Time: 9955.94 ms [2021-05-08 16:32:26 main:574] : INFO : Epoch 1871 | loss: 0.0310749 | val_loss: 0.0311293 | Time: 10040.5 ms [2021-05-08 16:32:36 main:574] : INFO : Epoch 1872 | loss: 0.0310736 | val_loss: 0.0311299 | Time: 10025.7 ms [2021-05-08 16:32:46 main:574] : INFO : Epoch 1873 | loss: 0.0310765 | val_loss: 0.0311355 | Time: 10022.8 ms [2021-05-08 16:32:56 main:574] : INFO : Epoch 1874 | loss: 0.0310779 | val_loss: 0.031127 | Time: 10043 ms [2021-05-08 16:33:06 main:574] : INFO : Epoch 1875 | loss: 0.0310808 | val_loss: 0.0311259 | Time: 10037.1 ms [2021-05-08 16:33:16 main:574] : INFO : Epoch 1876 | loss: 0.0310809 | val_loss: 0.031126 | Time: 9958.85 ms [2021-05-08 16:33:27 main:574] : INFO : Epoch 1877 | loss: 0.031078 | val_loss: 0.0311274 | Time: 10065 ms [2021-05-08 16:33:37 main:574] : INFO : Epoch 1878 | loss: 0.0310811 | val_loss: 0.0311238 | Time: 10016.4 ms [2021-05-08 16:33:47 main:574] : INFO : Epoch 1879 | loss: 0.0310793 | val_loss: 0.0311259 | Time: 9973.25 ms [2021-05-08 16:33:57 main:574] : INFO : Epoch 1880 | loss: 0.0310802 | val_loss: 0.0311265 | Time: 10005.6 ms [2021-05-08 16:34:07 main:574] : INFO : Epoch 1881 | loss: 0.0310776 | val_loss: 0.0311291 | Time: 9985.64 ms [2021-05-08 16:34:17 main:574] : INFO : Epoch 1882 | loss: 0.0310787 | val_loss: 0.0311254 | Time: 9970.09 ms [2021-05-08 16:34:27 main:574] : INFO : Epoch 1883 | loss: 0.0310769 | val_loss: 0.0311301 | Time: 10182.5 ms [2021-05-08 16:34:37 main:574] : INFO : Epoch 1884 | loss: 0.0310753 | val_loss: 0.0311273 | Time: 10034.1 ms [2021-05-08 16:34:47 main:574] : INFO : Epoch 1885 | loss: 0.0310753 | val_loss: 0.031126 | Time: 10275.5 ms [2021-05-08 16:34:57 main:574] : INFO : Epoch 1886 | loss: 0.0310754 | val_loss: 0.0311247 | Time: 9960.67 ms [2021-05-08 16:35:07 main:574] : INFO : Epoch 1887 | loss: 0.0310777 | val_loss: 0.0311287 | Time: 9990.97 ms [2021-05-08 16:35:17 main:574] : INFO : Epoch 1888 | loss: 0.0310766 | val_loss: 0.0311245 | Time: 9992.73 ms [2021-05-08 16:35:27 main:574] : INFO : Epoch 1889 | loss: 0.0310732 | val_loss: 0.0311284 | Time: 9993.77 ms [2021-05-08 16:35:37 main:574] : INFO : Epoch 1890 | loss: 0.031077 | val_loss: 0.0311293 | Time: 9966.33 ms [2021-05-08 16:35:47 main:574] : INFO : Epoch 1891 | loss: 0.0310757 | val_loss: 0.0311327 | Time: 9974.27 ms [2021-05-08 16:35:57 main:574] : INFO : Epoch 1892 | loss: 0.0310771 | val_loss: 0.0311278 | Time: 9956.73 ms [2021-05-08 16:36:07 main:574] : INFO : Epoch 1893 | loss: 0.0310749 | val_loss: 0.0311246 | Time: 9919.12 ms [2021-05-08 16:36:17 main:574] : INFO : Epoch 1894 | loss: 0.0310815 | val_loss: 0.0311357 | Time: 9966.59 ms [2021-05-08 16:36:27 main:574] : INFO : Epoch 1895 | loss: 0.0310853 | val_loss: 0.0311327 | Time: 9954.01 ms [2021-05-08 16:36:37 main:574] : INFO : Epoch 1896 | loss: 0.0310833 | val_loss: 0.0311246 | Time: 9939.14 ms [2021-05-08 16:36:47 main:574] : INFO : Epoch 1897 | loss: 0.031093 | val_loss: 0.0311239 | Time: 9975.06 ms [2021-05-08 16:36:57 main:574] : INFO : Epoch 1898 | loss: 0.0310863 | val_loss: 0.0311322 | Time: 10005.7 ms [2021-05-08 16:37:07 main:574] : INFO : Epoch 1899 | loss: 0.0310829 | val_loss: 0.0311298 | Time: 10346.1 ms [2021-05-08 16:37:17 main:574] : INFO : Epoch 1900 | loss: 0.0310815 | val_loss: 0.0311266 | Time: 10123.7 ms [2021-05-08 16:37:27 main:574] : INFO : Epoch 1901 | loss: 0.0310836 | val_loss: 0.0311305 | Time: 9993.14 ms [2021-05-08 16:37:37 main:574] : INFO : Epoch 1902 | loss: 0.0310869 | val_loss: 0.0311357 | Time: 10021.6 ms [2021-05-08 16:37:47 main:574] : INFO : Epoch 1903 | loss: 0.0310975 | val_loss: 0.0311353 | Time: 10013.7 ms [2021-05-08 16:37:57 main:574] : INFO : Epoch 1904 | loss: 0.0310955 | val_loss: 0.0311346 | Time: 10017.6 ms [2021-05-08 16:38:08 main:574] : INFO : Epoch 1905 | loss: 0.0310896 | val_loss: 0.0311279 | Time: 10320 ms [2021-05-08 16:38:18 main:574] : INFO : Epoch 1906 | loss: 0.0310834 | val_loss: 0.0311301 | Time: 10000 ms [2021-05-08 16:38:28 main:574] : INFO : Epoch 1907 | loss: 0.031079 | val_loss: 0.0311324 | Time: 9960.71 ms [2021-05-08 16:38:38 main:574] : INFO : Epoch 1908 | loss: 0.0310772 | val_loss: 0.0311263 | Time: 9986.15 ms [2021-05-08 16:38:48 main:574] : INFO : Epoch 1909 | loss: 0.0310765 | val_loss: 0.0311256 | Time: 9993.53 ms [2021-05-08 16:38:58 main:574] : INFO : Epoch 1910 | loss: 0.0310769 | val_loss: 0.0311405 | Time: 9998.64 ms [2021-05-08 16:39:08 main:574] : INFO : Epoch 1911 | loss: 0.0310888 | val_loss: 0.0311298 | Time: 10087.8 ms [2021-05-08 16:39:18 main:574] : INFO : Epoch 1912 | loss: 0.0310855 | val_loss: 0.031136 | Time: 9977.83 ms [2021-05-08 16:39:28 main:574] : INFO : Epoch 1913 | loss: 0.0310836 | val_loss: 0.031133 | Time: 10006.4 ms [2021-05-08 16:39:38 main:574] : INFO : Epoch 1914 | loss: 0.0310869 | val_loss: 0.0311303 | Time: 10013.2 ms [2021-05-08 16:39:48 main:574] : INFO : Epoch 1915 | loss: 0.0310858 | val_loss: 0.031139 | Time: 10005.4 ms [2021-05-08 16:39:58 main:574] : INFO : Epoch 1916 | loss: 0.0310864 | val_loss: 0.031144 | Time: 9983.28 ms [2021-05-08 16:40:08 main:574] : INFO : Epoch 1917 | loss: 0.0310894 | val_loss: 0.0311273 | Time: 9986.07 ms [2021-05-08 16:40:18 main:574] : INFO : Epoch 1918 | loss: 0.0310864 | val_loss: 0.0311227 | Time: 10027.7 ms [2021-05-08 16:40:28 main:574] : INFO : Epoch 1919 | loss: 0.0310868 | val_loss: 0.0311261 | Time: 9985.93 ms [2021-05-08 16:40:38 main:574] : INFO : Epoch 1920 | loss: 0.031086 | val_loss: 0.0311419 | Time: 10010.9 ms [2021-05-08 16:40:48 main:574] : INFO : Epoch 1921 | loss: 0.0310892 | val_loss: 0.0311324 | Time: 10003.3 ms [2021-05-08 16:40:58 main:574] : INFO : Epoch 1922 | loss: 0.0310885 | val_loss: 0.0311257 | Time: 9976.64 ms [2021-05-08 16:41:08 main:574] : INFO : Epoch 1923 | loss: 0.0310829 | val_loss: 0.0311258 | Time: 9976.92 ms [2021-05-08 16:41:18 main:574] : INFO : Epoch 1924 | loss: 0.0310815 | val_loss: 0.031137 | Time: 10030.2 ms [2021-05-08 16:41:28 main:574] : INFO : Epoch 1925 | loss: 0.0310855 | val_loss: 0.0311377 | Time: 9997.04 ms [2021-05-08 16:41:38 main:574] : INFO : Epoch 1926 | loss: 0.0310853 | val_loss: 0.0311314 | Time: 9968.78 ms [2021-05-08 16:41:48 main:574] : INFO : Epoch 1927 | loss: 0.0310798 | val_loss: 0.0311252 | Time: 9994.56 ms [2021-05-08 16:41:58 main:574] : INFO : Epoch 1928 | loss: 0.0310807 | val_loss: 0.0311279 | Time: 10003.4 ms [2021-05-08 16:42:08 main:574] : INFO : Epoch 1929 | loss: 0.031079 | val_loss: 0.0311296 | Time: 9994.38 ms [2021-05-08 16:42:18 main:574] : INFO : Epoch 1930 | loss: 0.031078 | val_loss: 0.0311363 | Time: 10097.5 ms [2021-05-08 16:42:29 main:574] : INFO : Epoch 1931 | loss: 0.0310811 | val_loss: 0.03113 | Time: 10107.1 ms [2021-05-08 16:42:39 main:574] : INFO : Epoch 1932 | loss: 0.0310845 | val_loss: 0.0311313 | Time: 9977.02 ms [2021-05-08 16:42:49 main:574] : INFO : Epoch 1933 | loss: 0.0310829 | val_loss: 0.0311411 | Time: 10019 ms [2021-05-08 16:42:59 main:574] : INFO : Epoch 1934 | loss: 0.031083 | val_loss: 0.0311321 | Time: 9957.35 ms [2021-05-08 16:43:09 main:574] : INFO : Epoch 1935 | loss: 0.03108 | val_loss: 0.0311384 | Time: 9943.23 ms [2021-05-08 16:43:19 main:574] : INFO : Epoch 1936 | loss: 0.0310772 | val_loss: 0.0311271 | Time: 9958.64 ms [2021-05-08 16:43:29 main:574] : INFO : Epoch 1937 | loss: 0.0310801 | val_loss: 0.0311261 | Time: 9934.75 ms [2021-05-08 16:43:38 main:574] : INFO : Epoch 1938 | loss: 0.0310786 | val_loss: 0.0311346 | Time: 9942.51 ms [2021-05-08 16:43:49 main:574] : INFO : Epoch 1939 | loss: 0.031077 | val_loss: 0.0311363 | Time: 10021.5 ms [2021-05-08 16:43:59 main:574] : INFO : Epoch 1940 | loss: 0.0310802 | val_loss: 0.031127 | Time: 10032.2 ms [2021-05-08 16:44:09 main:574] : INFO : Epoch 1941 | loss: 0.031076 | val_loss: 0.0311254 | Time: 10053.3 ms [2021-05-08 16:44:19 main:574] : INFO : Epoch 1942 | loss: 0.0310759 | val_loss: 0.0311333 | Time: 10061.9 ms [2021-05-08 16:44:29 main:574] : INFO : Epoch 1943 | loss: 0.0310773 | val_loss: 0.0311287 | Time: 10354.2 ms [2021-05-08 16:44:39 main:574] : INFO : Epoch 1944 | loss: 0.0310792 | val_loss: 0.0311324 | Time: 10000.8 ms [2021-05-08 16:44:49 main:574] : INFO : Epoch 1945 | loss: 0.0310765 | val_loss: 0.0311259 | Time: 10298.5 ms [2021-05-08 16:44:59 main:574] : INFO : Epoch 1946 | loss: 0.0310781 | val_loss: 0.0311396 | Time: 9999.87 ms [2021-05-08 16:45:09 main:574] : INFO : Epoch 1947 | loss: 0.0310794 | val_loss: 0.0311349 | Time: 10069.1 ms [2021-05-08 16:45:20 main:574] : INFO : Epoch 1948 | loss: 0.0310743 | val_loss: 0.0311407 | Time: 10016.2 ms [2021-05-08 16:45:30 main:574] : INFO : Epoch 1949 | loss: 0.0310728 | val_loss: 0.0311364 | Time: 9961.35 ms [2021-05-08 16:45:39 main:574] : INFO : Epoch 1950 | loss: 0.0310766 | val_loss: 0.0311443 | Time: 9943.16 ms [2021-05-08 16:45:50 main:574] : INFO : Epoch 1951 | loss: 0.0310768 | val_loss: 0.0311336 | Time: 10015.9 ms [2021-05-08 16:46:00 main:574] : INFO : Epoch 1952 | loss: 0.0310759 | val_loss: 0.0311341 | Time: 10021.5 ms [2021-05-08 16:46:10 main:574] : INFO : Epoch 1953 | loss: 0.0310735 | val_loss: 0.0311329 | Time: 10073.5 ms [2021-05-08 16:46:20 main:574] : INFO : Epoch 1954 | loss: 0.0310715 | val_loss: 0.0311377 | Time: 9961.81 ms [2021-05-08 16:46:30 main:574] : INFO : Epoch 1955 | loss: 0.0310731 | val_loss: 0.0311349 | Time: 9945.83 ms [2021-05-08 16:46:40 main:574] : INFO : Epoch 1956 | loss: 0.0310726 | val_loss: 0.0311325 | Time: 9956.82 ms [2021-05-08 16:46:50 main:574] : INFO : Epoch 1957 | loss: 0.0310765 | val_loss: 0.0311364 | Time: 9949.95 ms [2021-05-08 16:47:00 main:574] : INFO : Epoch 1958 | loss: 0.0310749 | val_loss: 0.031135 | Time: 10016.9 ms [2021-05-08 16:47:10 main:574] : INFO : Epoch 1959 | loss: 0.031074 | val_loss: 0.0311295 | Time: 9953.62 ms [2021-05-08 16:47:20 main:574] : INFO : Epoch 1960 | loss: 0.0310775 | val_loss: 0.0311388 | Time: 10070.2 ms [2021-05-08 16:47:30 main:574] : INFO : Epoch 1961 | loss: 0.0310788 | val_loss: 0.0311412 | Time: 9986.37 ms [2021-05-08 16:47:40 main:574] : INFO : Epoch 1962 | loss: 0.0310829 | val_loss: 0.0311361 | Time: 9984.02 ms [2021-05-08 16:47:50 main:574] : INFO : Epoch 1963 | loss: 0.031078 | val_loss: 0.0311338 | Time: 10044.5 ms [2021-05-08 16:48:00 main:574] : INFO : Epoch 1964 | loss: 0.0310847 | val_loss: 0.0311325 | Time: 10004.9 ms [2021-05-08 16:48:10 main:574] : INFO : Epoch 1965 | loss: 0.0310942 | val_loss: 0.0311251 | Time: 10339.7 ms [2021-05-08 16:48:20 main:574] : INFO : Epoch 1966 | loss: 0.0310895 | val_loss: 0.0311275 | Time: 9971.74 ms [2021-05-08 16:48:30 main:574] : INFO : Epoch 1967 | loss: 0.0310805 | val_loss: 0.0311332 | Time: 9995.64 ms [2021-05-08 16:48:40 main:574] : INFO : Epoch 1968 | loss: 0.0310753 | val_loss: 0.0311315 | Time: 9968.19 ms [2021-05-08 16:48:50 main:574] : INFO : Epoch 1969 | loss: 0.0310755 | val_loss: 0.0311276 | Time: 9959.94 ms [2021-05-08 16:49:00 main:574] : INFO : Epoch 1970 | loss: 0.0310754 | val_loss: 0.031127 | Time: 9941.59 ms [2021-05-08 16:49:10 main:574] : INFO : Epoch 1971 | loss: 0.0310772 | val_loss: 0.0311283 | Time: 10038.6 ms [2021-05-08 16:49:20 main:574] : INFO : Epoch 1972 | loss: 0.0310741 | val_loss: 0.0311305 | Time: 9941.95 ms [2021-05-08 16:49:30 main:574] : INFO : Epoch 1973 | loss: 0.0310772 | val_loss: 0.0311339 | Time: 10062.7 ms [2021-05-08 16:49:40 main:574] : INFO : Epoch 1974 | loss: 0.0310772 | val_loss: 0.0311337 | Time: 10037.3 ms [2021-05-08 16:49:50 main:574] : INFO : Epoch 1975 | loss: 0.0310799 | val_loss: 0.0311313 | Time: 10027.1 ms [2021-05-08 16:50:00 main:574] : INFO : Epoch 1976 | loss: 0.0310793 | val_loss: 0.0311229 | Time: 9956.98 ms [2021-05-08 16:50:10 main:574] : INFO : Epoch 1977 | loss: 0.0310781 | val_loss: 0.0311321 | Time: 10004.5 ms [2021-05-08 16:50:20 main:574] : INFO : Epoch 1978 | loss: 0.0310815 | val_loss: 0.0311304 | Time: 9969.7 ms [2021-05-08 16:50:30 main:574] : INFO : Epoch 1979 | loss: 0.031083 | val_loss: 0.0311361 | Time: 9971.33 ms [2021-05-08 16:50:40 main:574] : INFO : Epoch 1980 | loss: 0.0310804 | val_loss: 0.0311278 | Time: 10008.1 ms [2021-05-08 16:50:50 main:574] : INFO : Epoch 1981 | loss: 0.0310756 | val_loss: 0.0311312 | Time: 10025.4 ms [2021-05-08 16:51:00 main:574] : INFO : Epoch 1982 | loss: 0.0310788 | val_loss: 0.031137 | Time: 10032.6 ms [2021-05-08 16:51:11 main:574] : INFO : Epoch 1983 | loss: 0.0310782 | val_loss: 0.0311338 | Time: 10094.2 ms [2021-05-08 16:51:21 main:574] : INFO : Epoch 1984 | loss: 0.0310886 | val_loss: 0.0311272 | Time: 9968.51 ms [2021-05-08 16:51:31 main:574] : INFO : Epoch 1985 | loss: 0.0310814 | val_loss: 0.0311221 | Time: 9986.9 ms [2021-05-08 16:51:41 main:574] : INFO : Epoch 1986 | loss: 0.0310784 | val_loss: 0.0311261 | Time: 9978.15 ms [2021-05-08 16:51:51 main:574] : INFO : Epoch 1987 | loss: 0.0310959 | val_loss: 0.0311287 | Time: 9974.83 ms [2021-05-08 16:52:01 main:574] : INFO : Epoch 1988 | loss: 0.0310982 | val_loss: 0.0311195 | Time: 9940.85 ms [2021-05-08 16:52:11 main:574] : INFO : Epoch 1989 | loss: 0.0310927 | val_loss: 0.0311233 | Time: 9997.05 ms [2021-05-08 16:52:21 main:574] : INFO : Epoch 1990 | loss: 0.0310869 | val_loss: 0.0311217 | Time: 9955.64 ms [2021-05-08 16:52:31 main:574] : INFO : Epoch 1991 | loss: 0.0310865 | val_loss: 0.0311281 | Time: 9962.21 ms [2021-05-08 16:52:41 main:574] : INFO : Epoch 1992 | loss: 0.0310875 | val_loss: 0.0311277 | Time: 10077.9 ms [2021-05-08 16:52:51 main:574] : INFO : Epoch 1993 | loss: 0.0310886 | val_loss: 0.0311286 | Time: 9989.58 ms [2021-05-08 16:53:01 main:574] : INFO : Epoch 1994 | loss: 0.0310871 | val_loss: 0.0311256 | Time: 10013.4 ms [2021-05-08 16:53:11 main:574] : INFO : Epoch 1995 | loss: 0.0310824 | val_loss: 0.0311349 | Time: 9941.17 ms [2021-05-08 16:53:21 main:574] : INFO : Epoch 1996 | loss: 0.0310833 | val_loss: 0.0311294 | Time: 9982.61 ms [2021-05-08 16:53:31 main:574] : INFO : Epoch 1997 | loss: 0.0310793 | val_loss: 0.0311306 | Time: 9980.15 ms [2021-05-08 16:53:41 main:574] : INFO : Epoch 1998 | loss: 0.0310797 | val_loss: 0.0311257 | Time: 9994.62 ms [2021-05-08 16:53:51 main:574] : INFO : Epoch 1999 | loss: 0.0310815 | val_loss: 0.031128 | Time: 9923.59 ms [2021-05-08 16:54:00 main:574] : INFO : Epoch 2000 | loss: 0.0310808 | val_loss: 0.0311348 | Time: 9893.17 ms [2021-05-08 16:54:10 main:574] : INFO : Epoch 2001 | loss: 0.0310787 | val_loss: 0.0311265 | Time: 9970.88 ms [2021-05-08 16:54:20 main:574] : INFO : Epoch 2002 | loss: 0.0310803 | val_loss: 0.031129 | Time: 9931.59 ms [2021-05-08 16:54:30 main:574] : INFO : Epoch 2003 | loss: 0.0310785 | val_loss: 0.0311295 | Time: 10007.6 ms [2021-05-08 16:54:41 main:574] : INFO : Epoch 2004 | loss: 0.0310766 | val_loss: 0.0311281 | Time: 10084.1 ms [2021-05-08 16:54:51 main:574] : INFO : Epoch 2005 | loss: 0.0310758 | val_loss: 0.0311337 | Time: 10306 ms [2021-05-08 16:55:01 main:574] : INFO : Epoch 2006 | loss: 0.031076 | val_loss: 0.0311317 | Time: 9986.43 ms [2021-05-08 16:55:11 main:574] : INFO : Epoch 2007 | loss: 0.0310788 | val_loss: 0.0311312 | Time: 9972.65 ms [2021-05-08 16:55:21 main:574] : INFO : Epoch 2008 | loss: 0.0310818 | val_loss: 0.0311271 | Time: 9962.86 ms [2021-05-08 16:55:31 main:574] : INFO : Epoch 2009 | loss: 0.0310814 | val_loss: 0.0311335 | Time: 10014.7 ms [2021-05-08 16:55:41 main:574] : INFO : Epoch 2010 | loss: 0.0310826 | val_loss: 0.0311341 | Time: 9997.35 ms [2021-05-08 16:55:51 main:574] : INFO : Epoch 2011 | loss: 0.0310823 | val_loss: 0.0311309 | Time: 10036.5 ms [2021-05-08 16:56:01 main:574] : INFO : Epoch 2012 | loss: 0.0310814 | val_loss: 0.0311291 | Time: 10032.9 ms [2021-05-08 16:56:11 main:574] : INFO : Epoch 2013 | loss: 0.0310766 | val_loss: 0.0311268 | Time: 9954.21 ms [2021-05-08 16:56:21 main:574] : INFO : Epoch 2014 | loss: 0.031076 | val_loss: 0.0311309 | Time: 10020.8 ms [2021-05-08 16:56:31 main:574] : INFO : Epoch 2015 | loss: 0.0310734 | val_loss: 0.0311297 | Time: 10061.1 ms [2021-05-08 16:56:41 main:574] : INFO : Epoch 2016 | loss: 0.0310738 | val_loss: 0.0311306 | Time: 9975.65 ms [2021-05-08 16:56:51 main:574] : INFO : Epoch 2017 | loss: 0.0310746 | val_loss: 0.0311328 | Time: 9962.8 ms [2021-05-08 16:57:01 main:574] : INFO : Epoch 2018 | loss: 0.0310733 | val_loss: 0.0311328 | Time: 9975.54 ms [2021-05-08 16:57:11 main:574] : INFO : Epoch 2019 | loss: 0.0310749 | val_loss: 0.0311276 | Time: 10137.7 ms [2021-05-08 16:57:21 main:574] : INFO : Epoch 2020 | loss: 0.0310815 | val_loss: 0.0311258 | Time: 9952.73 ms [2021-05-08 16:57:31 main:574] : INFO : Epoch 2021 | loss: 0.0310827 | val_loss: 0.0311235 | Time: 9957.85 ms [2021-05-08 16:57:41 main:574] : INFO : Epoch 2022 | loss: 0.0310867 | val_loss: 0.0311338 | Time: 10210.2 ms [2021-05-08 16:57:51 main:574] : INFO : Epoch 2023 | loss: 0.0310912 | val_loss: 0.0311243 | Time: 10016.7 ms [2021-05-08 16:58:01 main:574] : INFO : Epoch 2024 | loss: 0.0310888 | val_loss: 0.0311253 | Time: 9951.69 ms [2021-05-08 16:58:12 main:574] : INFO : Epoch 2025 | loss: 0.0310861 | val_loss: 0.031134 | Time: 10274.6 ms [2021-05-08 16:58:22 main:574] : INFO : Epoch 2026 | loss: 0.0310847 | val_loss: 0.0311262 | Time: 9949.95 ms [2021-05-08 16:58:32 main:574] : INFO : Epoch 2027 | loss: 0.0310814 | val_loss: 0.0311253 | Time: 10010.2 ms [2021-05-08 16:58:42 main:574] : INFO : Epoch 2028 | loss: 0.0310808 | val_loss: 0.0311247 | Time: 10023.3 ms [2021-05-08 16:58:52 main:574] : INFO : Epoch 2029 | loss: 0.031084 | val_loss: 0.0311323 | Time: 10049.7 ms [2021-05-08 16:59:02 main:574] : INFO : Epoch 2030 | loss: 0.0310818 | val_loss: 0.0311266 | Time: 9903.47 ms [2021-05-08 16:59:12 main:574] : INFO : Epoch 2031 | loss: 0.0310794 | val_loss: 0.0311237 | Time: 9934.89 ms [2021-05-08 16:59:22 main:574] : INFO : Epoch 2032 | loss: 0.031081 | val_loss: 0.031131 | Time: 10004.4 ms [2021-05-08 16:59:32 main:574] : INFO : Epoch 2033 | loss: 0.0310798 | val_loss: 0.0311266 | Time: 9960.2 ms [2021-05-08 16:59:42 main:574] : INFO : Epoch 2034 | loss: 0.03108 | val_loss: 0.031131 | Time: 9970.35 ms [2021-05-08 16:59:52 main:574] : INFO : Epoch 2035 | loss: 0.0310838 | val_loss: 0.0311214 | Time: 9991.04 ms [2021-05-08 17:00:02 main:574] : INFO : Epoch 2036 | loss: 0.0310787 | val_loss: 0.0311235 | Time: 9975.52 ms [2021-05-08 17:00:12 main:574] : INFO : Epoch 2037 | loss: 0.0310835 | val_loss: 0.0311232 | Time: 9940.77 ms [2021-05-08 17:00:22 main:574] : INFO : Epoch 2038 | loss: 0.0310822 | val_loss: 0.0311257 | Time: 10102.1 ms [2021-05-08 17:00:32 main:574] : INFO : Epoch 2039 | loss: 0.0310787 | val_loss: 0.0311221 | Time: 10196.2 ms [2021-05-08 17:00:42 main:574] : INFO : Epoch 2040 | loss: 0.0310747 | val_loss: 0.0311263 | Time: 10171.5 ms [2021-05-08 17:00:52 main:574] : INFO : Epoch 2041 | loss: 0.0310749 | val_loss: 0.0311333 | Time: 10048 ms [2021-05-08 17:01:02 main:574] : INFO : Epoch 2042 | loss: 0.0310784 | val_loss: 0.0311232 | Time: 10051.8 ms [2021-05-08 17:01:12 main:574] : INFO : Epoch 2043 | loss: 0.0310861 | val_loss: 0.0311256 | Time: 9987.95 ms [2021-05-08 17:01:22 main:574] : INFO : Epoch 2044 | loss: 0.0311062 | val_loss: 0.0311272 | Time: 9968.18 ms [2021-05-08 17:01:32 main:574] : INFO : Epoch 2045 | loss: 0.0311063 | val_loss: 0.0311267 | Time: 10002.6 ms [2021-05-08 17:01:42 main:574] : INFO : Epoch 2046 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 10146 ms [2021-05-08 17:01:52 main:574] : INFO : Epoch 2047 | loss: 0.03112 | val_loss: 0.0311456 | Time: 10135.9 ms [2021-05-08 17:02:03 main:574] : INFO : Epoch 2048 | loss: 0.0311135 | val_loss: 0.0311274 | Time: 10612.1 ms [2021-05-08 17:02:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311274 [2021-05-08 17:02:03 main:603] : INFO : Saving end state to config to file [2021-05-08 17:02:03 main:608] : INFO : Success, exiting.. 17:02:03 (35492): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)