Task 13475411
| Name | ParityModified-1647048267-2387-1-0_0 |
| Workunit | 10578000 |
| Created | 20 Mar 2022, 16:54:54 UTC |
| Sent | 26 Mar 2022, 20:35:01 UTC |
| Report deadline | 3 Apr 2022, 20:35:01 UTC |
| Received | 28 Mar 2022, 20:56:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 9 hours 57 min 37 sec |
| CPU time | 6 hours 47 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | Time: 14858.3 ms [2022-03-28 12:36:07 main:574] : INFO : Epoch 1542 | loss: 0.0309624 | val_loss: 0.0313078 | Time: 17387 ms [2022-03-28 12:36:26 main:574] : INFO : Epoch 1543 | loss: 0.0309652 | val_loss: 0.0313203 | Time: 19123.3 ms [2022-03-28 12:36:48 main:574] : INFO : Epoch 1544 | loss: 0.0309646 | val_loss: 0.0313391 | Time: 21288.1 ms [2022-03-28 12:37:03 main:574] : INFO : Epoch 1545 | loss: 0.0309603 | val_loss: 0.0312882 | Time: 15356.5 ms [2022-03-28 12:37:17 main:574] : INFO : Epoch 1546 | loss: 0.0309727 | val_loss: 0.0313309 | Time: 14045.7 ms [2022-03-28 12:37:31 main:574] : INFO : Epoch 1547 | loss: 0.0309641 | val_loss: 0.0313327 | Time: 13390.3 ms [2022-03-28 12:37:44 main:574] : INFO : Epoch 1548 | loss: 0.030956 | val_loss: 0.0313549 | Time: 13426.8 ms [2022-03-28 12:37:59 main:574] : INFO : Epoch 1549 | loss: 0.0309525 | val_loss: 0.0313043 | Time: 14103.7 ms [2022-03-28 12:38:13 main:574] : INFO : Epoch 1550 | loss: 0.030954 | val_loss: 0.0313343 | Time: 14264.8 ms [2022-03-28 12:38:27 main:574] : INFO : Epoch 1551 | loss: 0.0309575 | val_loss: 0.0313186 | Time: 13809.8 ms [2022-03-28 12:38:40 main:574] : INFO : Epoch 1552 | loss: 0.0309643 | val_loss: 0.031295 | Time: 13358.9 ms [2022-03-28 12:38:54 main:574] : INFO : Epoch 1553 | loss: 0.0309686 | val_loss: 0.031384 | Time: 13743.8 ms [2022-03-28 12:39:08 main:574] : INFO : Epoch 1554 | loss: 0.0309971 | val_loss: 0.0313291 | Time: 13856.8 ms [2022-03-28 12:39:22 main:574] : INFO : Epoch 1555 | loss: 0.0309889 | val_loss: 0.0313035 | Time: 13773.2 ms [2022-03-28 12:39:36 main:574] : INFO : Epoch 1556 | loss: 0.0309654 | val_loss: 0.0313305 | Time: 14274.5 ms [2022-03-28 12:39:50 main:574] : INFO : Epoch 1557 | loss: 0.0309625 | val_loss: 0.031307 | Time: 13956.3 ms [2022-03-28 12:40:03 main:574] : INFO : Epoch 1558 | loss: 0.0309549 | val_loss: 0.0313649 | Time: 13058.6 ms [2022-03-28 12:40:17 main:574] : INFO : Epoch 1559 | loss: 0.0309589 | val_loss: 0.0313216 | Time: 13838.1 ms [2022-03-28 12:40:31 main:574] : INFO : Epoch 1560 | loss: 0.0309554 | val_loss: 0.0313367 | Time: 13661.4 ms [2022-03-28 12:40:44 main:574] : INFO : Epoch 1561 | loss: 0.0309629 | val_loss: 0.0313187 | Time: 13472.3 ms [2022-03-28 12:40:59 main:574] : INFO : Epoch 1562 | loss: 0.0309764 | val_loss: 0.0313066 | Time: 14693.6 ms [2022-03-28 12:41:13 main:574] : INFO : Epoch 1563 | loss: 0.0309757 | val_loss: 0.0313219 | Time: 14056.1 ms [2022-03-28 12:41:27 main:574] : INFO : Epoch 1564 | loss: 0.0309878 | val_loss: 0.031287 | Time: 13335.7 ms [2022-03-28 12:41:41 main:574] : INFO : Epoch 1565 | loss: 0.0309694 | val_loss: 0.0312959 | Time: 14310.7 ms [2022-03-28 12:41:55 main:574] : INFO : Epoch 1566 | loss: 0.0309556 | val_loss: 0.0313402 | Time: 13811.7 ms [2022-03-28 12:42:09 main:574] : INFO : Epoch 1567 | loss: 0.0309608 | val_loss: 0.031331 | Time: 14111.3 ms [2022-03-28 12:42:23 main:574] : INFO : Epoch 1568 | loss: 0.0309568 | val_loss: 0.0313158 | Time: 13244.8 ms [2022-03-28 12:42:37 main:574] : INFO : Epoch 1569 | loss: 0.0309567 | val_loss: 0.0313447 | Time: 14093.9 ms [2022-03-28 12:42:50 main:574] : INFO : Epoch 1570 | loss: 0.030953 | val_loss: 0.0312873 | Time: 13680.5 ms [2022-03-28 12:43:04 main:574] : INFO : Epoch 1571 | loss: 0.0309568 | val_loss: 0.0313399 | Time: 13173.9 ms [2022-03-28 12:43:18 main:574] : INFO : Epoch 1572 | loss: 0.0309624 | val_loss: 0.0313245 | Time: 13836.6 ms [2022-03-28 12:43:31 main:574] : INFO : Epoch 1573 | loss: 0.0309517 | val_loss: 0.0313307 | Time: 13387.4 ms [2022-03-28 12:43:44 main:574] : INFO : Epoch 1574 | loss: 0.0309565 | val_loss: 0.031318 | Time: 13114 ms [2022-03-28 12:43:59 main:574] : INFO : Epoch 1575 | loss: 0.0309644 | val_loss: 0.0313063 | Time: 14395.7 ms [2022-03-28 12:44:13 main:574] : INFO : Epoch 1576 | loss: 0.0309588 | val_loss: 0.0313329 | Time: 14108.9 ms [2022-03-28 12:44:29 main:574] : INFO : Epoch 1577 | loss: 0.0309609 | val_loss: 0.0312927 | Time: 15965.1 ms [2022-03-28 12:44:44 main:574] : INFO : Epoch 1578 | loss: 0.0309658 | val_loss: 0.0313643 | Time: 15148.3 ms [2022-03-28 12:44:58 main:574] : INFO : Epoch 1579 | loss: 0.0309601 | val_loss: 0.0313068 | Time: 14209.3 ms [2022-03-28 12:45:12 main:574] : INFO : Epoch 1580 | loss: 0.0309708 | val_loss: 0.0313435 | Time: 13885.5 ms [2022-03-28 12:45:26 main:574] : INFO : Epoch 1581 | loss: 0.0309758 | val_loss: 0.0313588 | Time: 13224.6 ms [2022-03-28 12:45:40 main:574] : INFO : Epoch 1582 | loss: 0.0309704 | val_loss: 0.0313159 | Time: 14132.2 ms [2022-03-28 12:45:54 main:574] : INFO : Epoch 1583 | loss: 0.0309607 | val_loss: 0.0312922 | Time: 13807.4 ms [2022-03-28 12:46:08 main:574] : INFO : Epoch 1584 | loss: 0.0309609 | val_loss: 0.0313582 | Time: 13705.2 ms [2022-03-28 12:46:21 main:574] : INFO : Epoch 1585 | loss: 0.0309748 | val_loss: 0.0313381 | Time: 13783 ms [2022-03-28 12:46:37 main:574] : INFO : Epoch 1586 | loss: 0.0309653 | val_loss: 0.0313042 | Time: 15284.5 ms [2022-03-28 12:46:50 main:574] : INFO : Epoch 1587 | loss: 0.0309559 | val_loss: 0.0313206 | Time: 13244.6 ms [2022-03-28 12:47:04 main:574] : INFO : Epoch 1588 | loss: 0.0309708 | val_loss: 0.0313208 | Time: 13854.9 ms [2022-03-28 12:47:18 main:574] : INFO : Epoch 1589 | loss: 0.0309705 | val_loss: 0.031314 | Time: 14071 ms [2022-03-28 12:47:32 main:574] : INFO : Epoch 1590 | loss: 0.0309732 | val_loss: 0.0312912 | Time: 13448.7 ms [2022-03-28 12:47:45 main:574] : INFO : Epoch 1591 | loss: 0.0309813 | val_loss: 0.0313181 | Time: 13536.6 ms [2022-03-28 12:47:59 main:574] : INFO : Epoch 1592 | loss: 0.0309646 | val_loss: 0.0313265 | Time: 13920.3 ms [2022-03-28 12:48:12 main:574] : INFO : Epoch 1593 | loss: 0.0309734 | val_loss: 0.0313272 | Time: 13067.9 ms [2022-03-28 12:48:26 main:574] : INFO : Epoch 1594 | loss: 0.0309732 | val_loss: 0.0313432 | Time: 13896.7 ms [2022-03-28 12:48:41 main:574] : INFO : Epoch 1595 | loss: 0.0309741 | val_loss: 0.0313027 | Time: 14212.1 ms [2022-03-28 12:48:55 main:574] : INFO : Epoch 1596 | loss: 0.03097 | val_loss: 0.031327 | Time: 14014 ms [2022-03-28 12:49:08 main:574] : INFO : Epoch 1597 | loss: 0.0309677 | val_loss: 0.0313468 | Time: 13430.5 ms [2022-03-28 12:49:22 main:574] : INFO : Epoch 1598 | loss: 0.0309629 | val_loss: 0.0313123 | Time: 13572.3 ms [2022-03-28 12:49:37 main:574] : INFO : Epoch 1599 | loss: 0.0309539 | val_loss: 0.0313666 | Time: 14455.7 ms [2022-03-28 12:49:50 main:574] : INFO : Epoch 1600 | loss: 0.0309539 | val_loss: 0.0313388 | Time: 13443.7 ms [2022-03-28 12:50:04 main:574] : INFO : Epoch 1601 | loss: 0.0309489 | val_loss: 0.0313453 | Time: 13630.4 ms [2022-03-28 12:50:18 main:574] : INFO : Epoch 1602 | loss: 0.0309661 | val_loss: 0.0313184 | Time: 14015.9 ms [2022-03-28 12:50:31 main:574] : INFO : Epoch 1603 | loss: 0.0309643 | val_loss: 0.0313274 | Time: 13462.7 ms [2022-03-28 12:50:45 main:574] : INFO : Epoch 1604 | loss: 0.030972 | val_loss: 0.0313673 | Time: 13600.7 ms [2022-03-28 12:50:59 main:574] : INFO : Epoch 1605 | loss: 0.0309694 | val_loss: 0.0313405 | Time: 13855.3 ms [2022-03-28 12:51:12 main:574] : INFO : Epoch 1606 | loss: 0.0309563 | val_loss: 0.0313109 | Time: 13232.5 ms [2022-03-28 12:51:27 main:574] : INFO : Epoch 1607 | loss: 0.0309588 | val_loss: 0.0313464 | Time: 14177.6 ms [2022-03-28 12:51:41 main:574] : INFO : Epoch 1608 | loss: 0.0309687 | val_loss: 0.0313314 | Time: 13904.6 ms [2022-03-28 12:51:54 main:574] : INFO : Epoch 1609 | loss: 0.0309768 | val_loss: 0.0312838 | Time: 13648.1 ms [2022-03-28 12:52:09 main:574] : INFO : Epoch 1610 | loss: 0.0309758 | val_loss: 0.0313251 | Time: 14182.6 ms [2022-03-28 12:52:22 main:574] : INFO : Epoch 1611 | loss: 0.0309738 | val_loss: 0.0312914 | Time: 13564.5 ms [2022-03-28 12:52:36 main:574] : INFO : Epoch 1612 | loss: 0.0309756 | val_loss: 0.0313079 | Time: 13915.3 ms [2022-03-28 12:52:50 main:574] : INFO : Epoch 1613 | loss: 0.0309801 | val_loss: 0.0312972 | Time: 13701.9 ms [2022-03-28 12:53:03 main:574] : INFO : Epoch 1614 | loss: 0.0309717 | val_loss: 0.0313272 | Time: 13389.1 ms [2022-03-28 12:53:18 main:574] : INFO : Epoch 1615 | loss: 0.0309718 | val_loss: 0.031313 | Time: 14093.1 ms [2022-03-28 12:53:31 main:574] : INFO : Epoch 1616 | loss: 0.0309831 | val_loss: 0.0313097 | Time: 13578.3 ms [2022-03-28 12:53:45 main:574] : INFO : Epoch 1617 | loss: 0.030963 | val_loss: 0.0313456 | Time: 13567.6 ms [2022-03-28 12:54:00 main:574] : INFO : Epoch 1618 | loss: 0.0309568 | val_loss: 0.0313138 | Time: 14677.6 ms [2022-03-28 12:54:13 main:574] : INFO : Epoch 1619 | loss: 0.0309582 | val_loss: 0.031313 | Time: 13226.1 ms [2022-03-28 12:54:27 main:574] : INFO : Epoch 1620 | loss: 0.0309621 | val_loss: 0.0313237 | Time: 14056.6 ms [2022-03-28 12:54:42 main:574] : INFO : Epoch 1621 | loss: 0.0309605 | val_loss: 0.0313314 | Time: 14345.9 ms [2022-03-28 12:54:55 main:574] : INFO : Epoch 1622 | loss: 0.0309625 | val_loss: 0.031336 | Time: 13145.8 ms [2022-03-28 12:55:09 main:574] : INFO : Epoch 1623 | loss: 0.0309617 | val_loss: 0.0312968 | Time: 13830.1 ms [2022-03-28 12:55:23 main:574] : INFO : Epoch 1624 | loss: 0.0309646 | val_loss: 0.0312927 | Time: 13721.1 ms [2022-03-28 12:55:36 main:574] : INFO : Epoch 1625 | loss: 0.0309657 | val_loss: 0.0312962 | Time: 13712.3 ms [2022-03-28 12:55:50 main:574] : INFO : Epoch 1626 | loss: 0.0309698 | val_loss: 0.0313313 | Time: 13985.9 ms [2022-03-28 12:56:04 main:574] : INFO : Epoch 1627 | loss: 0.0309781 | val_loss: 0.0312774 | Time: 13699.1 ms [2022-03-28 12:56:18 main:574] : INFO : Epoch 1628 | loss: 0.0309895 | val_loss: 0.0312747 | Time: 13542.8 ms [2022-03-28 12:56:32 main:574] : INFO : Epoch 1629 | loss: 0.0309754 | val_loss: 0.0313359 | Time: 14450 ms [2022-03-28 12:56:46 main:574] : INFO : Epoch 1630 | loss: 0.0309644 | val_loss: 0.0313199 | Time: 13742.8 ms [2022-03-28 12:57:00 main:574] : INFO : Epoch 1631 | loss: 0.0309594 | val_loss: 0.0313375 | Time: 14141.9 ms [2022-03-28 12:57:14 main:574] : INFO : Epoch 1632 | loss: 0.0309558 | val_loss: 0.0313487 | Time: 13522.9 ms [2022-03-28 12:57:28 main:574] : INFO : Epoch 1633 | loss: 0.0309538 | val_loss: 0.031346 | Time: 14092.9 ms [2022-03-28 12:57:42 main:574] : INFO : Epoch 1634 | loss: 0.0309522 | val_loss: 0.0313016 | Time: 13776.3 ms [2022-03-28 12:57:55 main:574] : INFO : Epoch 1635 | loss: 0.0309689 | val_loss: 0.0313159 | Time: 13135.6 ms [2022-03-28 12:58:09 main:574] : INFO : Epoch 1636 | loss: 0.0309757 | val_loss: 0.0313162 | Time: 13699.8 ms [2022-03-28 12:58:23 main:574] : INFO : Epoch 1637 | loss: 0.0310057 | val_loss: 0.0313229 | Time: 13600.2 ms [2022-03-28 12:58:37 main:574] : INFO : Epoch 1638 | loss: 0.0309757 | val_loss: 0.0312984 | Time: 13682.4 ms [2022-03-28 12:58:51 main:574] : INFO : Epoch 1639 | loss: 0.0309768 | val_loss: 0.0313312 | Time: 13992.9 ms [2022-03-28 12:59:05 main:574] : INFO : Epoch 1640 | loss: 0.0309612 | val_loss: 0.0313336 | Time: 13926.6 ms [2022-03-28 12:59:18 main:574] : INFO : Epoch 1641 | loss: 0.0309642 | val_loss: 0.0313161 | Time: 13794.2 ms [2022-03-28 12:59:33 main:574] : INFO : Epoch 1642 | loss: 0.0309963 | val_loss: 0.0312604 | Time: 13971.1 ms [2022-03-28 12:59:47 main:574] : INFO : Epoch 1643 | loss: 0.0309976 | val_loss: 0.0313181 | Time: 14109.8 ms [2022-03-28 13:00:01 main:574] : INFO : Epoch 1644 | loss: 0.030977 | val_loss: 0.0313403 | Time: 14059.6 ms [2022-03-28 13:00:14 main:574] : INFO : Epoch 1645 | loss: 0.030965 | val_loss: 0.031298 | Time: 13065.8 ms [2022-03-28 13:00:28 main:574] : INFO : Epoch 1646 | loss: 0.0309664 | val_loss: 0.03132 | Time: 14215.3 ms [2022-03-28 13:00:46 main:574] : INFO : Epoch 1647 | loss: 0.0309581 | val_loss: 0.0313361 | Time: 17464.9 ms [2022-03-28 13:01:02 main:574] : INFO : Epoch 1648 | loss: 0.0309663 | val_loss: 0.0313138 | Time: 15540.9 ms [2022-03-28 13:01:18 main:574] : INFO : Epoch 1649 | loss: 0.030976 | val_loss: 0.0313336 | Time: 16779 ms [2022-03-28 13:01:35 main:574] : INFO : Epoch 1650 | loss: 0.0309661 | val_loss: 0.0313303 | Time: 16526.8 ms [2022-03-28 13:01:53 main:574] : INFO : Epoch 1651 | loss: 0.0309608 | val_loss: 0.0313395 | Time: 17376.5 ms [2022-03-28 13:02:10 main:574] : INFO : Epoch 1652 | loss: 0.0309605 | val_loss: 0.0313329 | Time: 17261.4 ms [2022-03-28 13:02:27 main:574] : INFO : Epoch 1653 | loss: 0.0309612 | val_loss: 0.0313189 | Time: 16672.7 ms [2022-03-28 13:02:44 main:574] : INFO : Epoch 1654 | loss: 0.0309548 | val_loss: 0.0313396 | Time: 17222.7 ms [2022-03-28 13:03:01 main:574] : INFO : Epoch 1655 | loss: 0.0309605 | val_loss: 0.0313483 | Time: 17203 ms [2022-03-28 13:03:18 main:574] : INFO : Epoch 1656 | loss: 0.0309598 | val_loss: 0.0313375 | Time: 16139.9 ms [2022-03-28 13:03:34 main:574] : INFO : Epoch 1657 | loss: 0.0309587 | val_loss: 0.0313691 | Time: 16452.8 ms [2022-03-28 13:03:51 main:574] : INFO : Epoch 1658 | loss: 0.030968 | val_loss: 0.0313204 | Time: 17099.4 ms [2022-03-28 13:04:08 main:574] : INFO : Epoch 1659 | loss: 0.0309733 | val_loss: 0.031309 | Time: 16694.7 ms [2022-03-28 13:04:24 main:574] : INFO : Epoch 1660 | loss: 0.0309671 | val_loss: 0.0312747 | Time: 16080.4 ms [2022-03-28 13:04:41 main:574] : INFO : Epoch 1661 | loss: 0.0309811 | val_loss: 0.0312871 | Time: 16209 ms [2022-03-28 13:04:57 main:574] : INFO : Epoch 1662 | loss: 0.030987 | val_loss: 0.0312963 | Time: 15986.4 ms [2022-03-28 13:05:13 main:574] : INFO : Epoch 1663 | loss: 0.0309837 | val_loss: 0.0313521 | Time: 16247.2 ms [2022-03-28 13:05:30 main:574] : INFO : Epoch 1664 | loss: 0.0310172 | val_loss: 0.0314142 | Time: 16859.1 ms [2022-03-28 13:05:47 main:574] : INFO : Epoch 1665 | loss: 0.0309976 | val_loss: 0.0313081 | Time: 17053.3 ms [2022-03-28 13:06:03 main:574] : INFO : Epoch 1666 | loss: 0.0309739 | val_loss: 0.03136 | Time: 16283.7 ms [2022-03-28 13:06:21 main:574] : INFO : Epoch 1667 | loss: 0.0309578 | val_loss: 0.0312961 | Time: 17418.5 ms [2022-03-28 13:06:37 main:574] : INFO : Epoch 1668 | loss: 0.0309652 | val_loss: 0.0312723 | Time: 16569.8 ms [2022-03-28 13:06:55 main:574] : INFO : Epoch 1669 | loss: 0.0309779 | val_loss: 0.0312913 | Time: 17290.3 ms [2022-03-28 13:07:12 main:574] : INFO : Epoch 1670 | loss: 0.0309689 | val_loss: 0.031313 | Time: 17186.1 ms [2022-03-28 13:07:29 main:574] : INFO : Epoch 1671 | loss: 0.0309621 | val_loss: 0.0313214 | Time: 16411.2 ms [2022-03-28 13:07:45 main:574] : INFO : Epoch 1672 | loss: 0.0309639 | val_loss: 0.0313516 | Time: 16506.3 ms [2022-03-28 13:08:02 main:574] : INFO : Epoch 1673 | loss: 0.0309742 | val_loss: 0.0313115 | Time: 16888.7 ms [2022-03-28 13:08:19 main:574] : INFO : Epoch 1674 | loss: 0.0309638 | val_loss: 0.0313464 | Time: 16016.7 ms [2022-03-28 13:08:36 main:574] : INFO : Epoch 1675 | loss: 0.0309576 | val_loss: 0.0313147 | Time: 17724 ms [2022-03-28 13:08:53 main:574] : INFO : Epoch 1676 | loss: 0.0309519 | val_loss: 0.031289 | Time: 16958.9 ms [2022-03-28 13:09:10 main:574] : INFO : Epoch 1677 | loss: 0.0309591 | val_loss: 0.031295 | Time: 16459.7 ms [2022-03-28 13:09:27 main:574] : INFO : Epoch 1678 | loss: 0.0309656 | val_loss: 0.0313183 | Time: 16455.1 ms [2022-03-28 13:09:44 main:574] : INFO : Epoch 1679 | loss: 0.0309605 | val_loss: 0.0313327 | Time: 17325.7 ms [2022-03-28 13:10:02 main:574] : INFO : Epoch 1680 | loss: 0.0309596 | val_loss: 0.0313107 | Time: 17979.1 ms [2022-03-28 13:10:19 main:574] : INFO : Epoch 1681 | loss: 0.0309703 | val_loss: 0.0313161 | Time: 17246 ms [2022-03-28 13:10:36 main:574] : INFO : Epoch 1682 | loss: 0.0309624 | val_loss: 0.0313455 | Time: 16209.6 ms [2022-03-28 13:10:53 main:574] : INFO : Epoch 1683 | loss: 0.0309714 | val_loss: 0.0313349 | Time: 17080.3 ms [2022-03-28 13:11:10 main:574] : INFO : Epoch 1684 | loss: 0.0309662 | val_loss: 0.0313243 | Time: 17024.5 ms [2022-03-28 13:11:26 main:574] : INFO : Epoch 1685 | loss: 0.0309661 | val_loss: 0.0313786 | Time: 16325.5 ms [2022-03-28 13:11:44 main:574] : INFO : Epoch 1686 | loss: 0.030967 | val_loss: 0.0313132 | Time: 17302.6 ms [2022-03-28 13:12:00 main:574] : INFO : Epoch 1687 | loss: 0.0309592 | val_loss: 0.0313293 | Time: 16389.9 ms [2022-03-28 13:12:17 main:574] : INFO : Epoch 1688 | loss: 0.0309774 | val_loss: 0.0313219 | Time: 16829.4 ms [2022-03-28 13:12:34 main:574] : INFO : Epoch 1689 | loss: 0.030966 | val_loss: 0.0313134 | Time: 16779.4 ms [2022-03-28 13:12:51 main:574] : INFO : Epoch 1690 | loss: 0.0309519 | val_loss: 0.0313408 | Time: 16748.3 ms [2022-03-28 13:13:07 main:574] : INFO : Epoch 1691 | loss: 0.0309475 | val_loss: 0.0313313 | Time: 16194 ms [2022-03-28 13:13:24 main:574] : INFO : Epoch 1692 | loss: 0.0309491 | val_loss: 0.0313187 | Time: 16732 ms [2022-03-28 13:13:41 main:574] : INFO : Epoch 1693 | loss: 0.0309646 | val_loss: 0.031277 | Time: 17150.1 ms [2022-03-28 13:13:58 main:574] : INFO : Epoch 1694 | loss: 0.0309665 | val_loss: 0.031319 | Time: 16778.1 ms [2022-03-28 13:14:14 main:574] : INFO : Epoch 1695 | loss: 0.0309618 | val_loss: 0.0313585 | Time: 16210.5 ms [2022-03-28 13:14:32 main:574] : INFO : Epoch 1696 | loss: 0.0309614 | val_loss: 0.0313009 | Time: 17790.4 ms [2022-03-28 13:14:49 main:574] : INFO : Epoch 1697 | loss: 0.0309726 | val_loss: 0.0313199 | Time: 16301.1 ms [2022-03-28 13:15:05 main:574] : INFO : Epoch 1698 | loss: 0.0309582 | val_loss: 0.0313357 | Time: 16445.6 ms [2022-03-28 13:15:22 main:574] : INFO : Epoch 1699 | loss: 0.0309595 | val_loss: 0.0313374 | Time: 16668.8 ms [2022-03-28 13:15:39 main:574] : INFO : Epoch 1700 | loss: 0.030969 | val_loss: 0.0313398 | Time: 16977.3 ms [2022-03-28 13:15:55 main:574] : INFO : Epoch 1701 | loss: 0.030968 | val_loss: 0.0312998 | Time: 15889.5 ms [2022-03-28 13:16:13 main:574] : INFO : Epoch 1702 | loss: 0.030973 | val_loss: 0.0313095 | Time: 17275.5 ms [2022-03-28 13:16:29 main:574] : INFO : Epoch 1703 | loss: 0.0309561 | val_loss: 0.0313681 | Time: 16497.6 ms [2022-03-28 13:16:46 main:574] : INFO : Epoch 1704 | loss: 0.03096 | val_loss: 0.0313105 | Time: 16947.7 ms [2022-03-28 13:17:03 main:574] : INFO : Epoch 1705 | loss: 0.030959 | val_loss: 0.031311 | Time: 16385.6 ms [2022-03-28 13:17:20 main:574] : INFO : Epoch 1706 | loss: 0.0309587 | val_loss: 0.0313244 | Time: 17054.3 ms [2022-03-28 13:17:37 main:574] : INFO : Epoch 1707 | loss: 0.0309544 | val_loss: 0.0313384 | Time: 17137.7 ms [2022-03-28 13:17:54 main:574] : INFO : Epoch 1708 | loss: 0.0309592 | val_loss: 0.031316 | Time: 16632.7 ms [2022-03-28 13:18:11 main:574] : INFO : Epoch 1709 | loss: 0.0309644 | val_loss: 0.0313815 | Time: 16611.4 ms [2022-03-28 13:18:28 main:574] : INFO : Epoch 1710 | loss: 0.0309556 | val_loss: 0.0313251 | Time: 16809.7 ms [2022-03-28 13:18:44 main:574] : INFO : Epoch 1711 | loss: 0.0309592 | val_loss: 0.0313108 | Time: 16740.9 ms [2022-03-28 13:19:02 main:574] : INFO : Epoch 1712 | loss: 0.0309593 | val_loss: 0.0313212 | Time: 17196.5 ms [2022-03-28 13:19:18 main:574] : INFO : Epoch 1713 | loss: 0.0309603 | val_loss: 0.0312977 | Time: 16572.4 ms [2022-03-28 13:19:35 main:574] : INFO : Epoch 1714 | loss: 0.030961 | val_loss: 0.0313254 | Time: 16546.4 ms [2022-03-28 13:19:52 main:574] : INFO : Epoch 1715 | loss: 0.0309689 | val_loss: 0.0313154 | Time: 17336.4 ms [2022-03-28 13:20:09 main:574] : INFO : Epoch 1716 | loss: 0.0309565 | val_loss: 0.0313655 | Time: 16286.3 ms [2022-03-28 13:20:26 main:574] : INFO : Epoch 1717 | loss: 0.0309576 | val_loss: 0.0313242 | Time: 16633.3 ms [2022-03-28 13:20:43 main:574] : INFO : Epoch 1718 | loss: 0.0309712 | val_loss: 0.031325 | Time: 17050.2 ms [2022-03-28 13:21:00 main:574] : INFO : Epoch 1719 | loss: 0.03097 | val_loss: 0.031344 | Time: 17000.9 ms [2022-03-28 13:21:16 main:574] : INFO : Epoch 1720 | loss: 0.0309616 | val_loss: 0.0313211 | Time: 16427.6 ms [2022-03-28 13:21:32 main:574] : INFO : Epoch 1721 | loss: 0.0309886 | val_loss: 0.0312883 | Time: 15544.8 ms [2022-03-28 13:21:49 main:574] : INFO : Epoch 1722 | loss: 0.030986 | val_loss: 0.0312974 | Time: 16540.3 ms [2022-03-28 13:22:06 main:574] : INFO : Epoch 1723 | loss: 0.0309734 | val_loss: 0.0313084 | Time: 16759.3 ms [2022-03-28 13:22:23 main:574] : INFO : Epoch 1724 | loss: 0.0309802 | val_loss: 0.0313253 | Time: 17101.8 ms [2022-03-28 13:22:40 main:574] : INFO : Epoch 1725 | loss: 0.0309828 | val_loss: 0.0313194 | Time: 16947.5 ms [2022-03-28 13:22:57 main:574] : INFO : Epoch 1726 | loss: 0.0309963 | val_loss: 0.0313156 | Time: 16772.7 ms [2022-03-28 13:23:13 main:574] : INFO : Epoch 1727 | loss: 0.0309642 | val_loss: 0.0313207 | Time: 16125.9 ms [2022-03-28 13:23:30 main:574] : INFO : Epoch 1728 | loss: 0.0309585 | val_loss: 0.0313276 | Time: 17483.4 ms [2022-03-28 13:23:48 main:574] : INFO : Epoch 1729 | loss: 0.0309616 | val_loss: 0.0312858 | Time: 17094.2 ms [2022-03-28 13:24:05 main:574] : INFO : Epoch 1730 | loss: 0.0309606 | val_loss: 0.0313084 | Time: 16747.7 ms [2022-03-28 13:24:21 main:574] : INFO : Epoch 1731 | loss: 0.0309621 | val_loss: 0.0313117 | Time: 16608.5 ms [2022-03-28 13:24:37 main:574] : INFO : Epoch 1732 | loss: 0.0309618 | val_loss: 0.0313366 | Time: 16147.9 ms [2022-03-28 13:24:55 main:574] : INFO : Epoch 1733 | loss: 0.0309546 | val_loss: 0.0313349 | Time: 17261.2 ms [2022-03-28 13:25:12 main:574] : INFO : Epoch 1734 | loss: 0.0309525 | val_loss: 0.0313475 | Time: 16746.7 ms [2022-03-28 13:25:28 main:574] : INFO : Epoch 1735 | loss: 0.030955 | val_loss: 0.0313224 | Time: 16764.5 ms [2022-03-28 13:25:45 main:574] : INFO : Epoch 1736 | loss: 0.030953 | val_loss: 0.031363 | Time: 16409 ms [2022-03-28 13:26:02 main:574] : INFO : Epoch 1737 | loss: 0.0309794 | val_loss: 0.0313069 | Time: 16893.5 ms [2022-03-28 13:26:19 main:574] : INFO : Epoch 1738 | loss: 0.0309771 | val_loss: 0.0313148 | Time: 16896.2 ms [2022-03-28 13:26:37 main:574] : INFO : Epoch 1739 | loss: 0.030974 | val_loss: 0.0313139 | Time: 17428.5 ms [2022-03-28 13:26:52 main:574] : INFO : Epoch 1740 | loss: 0.0309763 | val_loss: 0.0313053 | Time: 15376 ms [2022-03-28 13:27:10 main:574] : INFO : Epoch 1741 | loss: 0.030984 | val_loss: 0.0313171 | Time: 17944.9 ms [2022-03-28 13:27:27 main:574] : INFO : Epoch 1742 | loss: 0.0309667 | val_loss: 0.0313173 | Time: 16319.5 ms [2022-03-28 13:27:44 main:574] : INFO : Epoch 1743 | loss: 0.0309664 | val_loss: 0.0313153 | Time: 16949.7 ms [2022-03-28 13:28:01 main:574] : INFO : Epoch 1744 | loss: 0.0309689 | val_loss: 0.0312713 | Time: 17379 ms [2022-03-28 13:28:18 main:574] : INFO : Epoch 1745 | loss: 0.0309813 | val_loss: 0.0313351 | Time: 16409.2 ms [2022-03-28 13:28:35 main:574] : INFO : Epoch 1746 | loss: 0.0309644 | val_loss: 0.0313149 | Time: 17125 ms [2022-03-28 13:28:52 main:574] : INFO : Epoch 1747 | loss: 0.0309616 | val_loss: 0.0313366 | Time: 16702.7 ms [2022-03-28 13:29:09 main:574] : INFO : Epoch 1748 | loss: 0.0310063 | val_loss: 0.0312654 | Time: 17187.7 ms [2022-03-28 13:29:26 main:574] : INFO : Epoch 1749 | loss: 0.0310741 | val_loss: 0.0312595 | Time: 16458.9 ms [2022-03-28 13:29:43 main:574] : INFO : Epoch 1750 | loss: 0.0310258 | val_loss: 0.031262 | Time: 17608.7 ms [2022-03-28 13:30:00 main:574] : INFO : Epoch 1751 | loss: 0.0309851 | val_loss: 0.0313085 | Time: 16990 ms [2022-03-28 13:30:16 main:574] : INFO : Epoch 1752 | loss: 0.0309714 | val_loss: 0.0313018 | Time: 15711.6 ms [2022-03-28 13:30:32 main:574] : INFO : Epoch 1753 | loss: 0.0309729 | val_loss: 0.0313412 | Time: 16261.5 ms [2022-03-28 13:30:50 main:574] : INFO : Epoch 1754 | loss: 0.0309738 | val_loss: 0.0313181 | Time: 17158.4 ms [2022-03-28 13:31:06 main:574] : INFO : Epoch 1755 | loss: 0.030963 | val_loss: 0.0312925 | Time: 16065.9 ms [2022-03-28 13:31:22 main:574] : INFO : Epoch 1756 | loss: 0.0309609 | val_loss: 0.0313184 | Time: 16458.8 ms [2022-03-28 13:31:39 main:574] : INFO : Epoch 1757 | loss: 0.0309605 | val_loss: 0.0313477 | Time: 16875.4 ms [2022-03-28 13:31:55 main:574] : INFO : Epoch 1758 | loss: 0.0309573 | val_loss: 0.0313185 | Time: 16067.2 ms [2022-03-28 13:32:12 main:574] : INFO : Epoch 1759 | loss: 0.030959 | val_loss: 0.0313413 | Time: 16608.9 ms [2022-03-28 13:32:29 main:574] : INFO : Epoch 1760 | loss: 0.0309595 | val_loss: 0.0313067 | Time: 16436.1 ms [2022-03-28 13:32:46 main:574] : INFO : Epoch 1761 | loss: 0.0309645 | val_loss: 0.0313498 | Time: 17065.6 ms [2022-03-28 13:33:03 main:574] : INFO : Epoch 1762 | loss: 0.0309569 | val_loss: 0.0313031 | Time: 16946.2 ms [2022-03-28 13:33:19 main:574] : INFO : Epoch 1763 | loss: 0.0309666 | val_loss: 0.0313249 | Time: 16349.6 ms [2022-03-28 13:33:36 main:574] : INFO : Epoch 1764 | loss: 0.0309596 | val_loss: 0.0313107 | Time: 16386.3 ms [2022-03-28 13:33:52 main:574] : INFO : Epoch 1765 | loss: 0.0309547 | val_loss: 0.031325 | Time: 16421.7 ms [2022-03-28 13:34:09 main:574] : INFO : Epoch 1766 | loss: 0.0309584 | val_loss: 0.0313165 | Time: 16203.9 ms [2022-03-28 13:34:25 main:574] : INFO : Epoch 1767 | loss: 0.0309575 | val_loss: 0.0313233 | Time: 16394.2 ms [2022-03-28 13:34:42 main:574] : INFO : Epoch 1768 | loss: 0.0309674 | val_loss: 0.0313019 | Time: 17139.3 ms [2022-03-28 13:34:59 main:574] : INFO : Epoch 1769 | loss: 0.0309737 | val_loss: 0.0313243 | Time: 16303.4 ms [2022-03-28 13:35:15 main:574] : INFO : Epoch 1770 | loss: 0.0309629 | val_loss: 0.031356 | Time: 16378.4 ms [2022-03-28 13:35:32 main:574] : INFO : Epoch 1771 | loss: 0.0309514 | val_loss: 0.0313223 | Time: 16942.4 ms [2022-03-28 13:35:48 main:574] : INFO : Epoch 1772 | loss: 0.0309536 | val_loss: 0.0313315 | Time: 15966.2 ms [2022-03-28 13:36:06 main:574] : INFO : Epoch 1773 | loss: 0.0309606 | val_loss: 0.031321 | Time: 17341.3 ms [2022-03-28 13:36:21 main:574] : INFO : Epoch 1774 | loss: 0.0309618 | val_loss: 0.0313571 | Time: 15490.3 ms [2022-03-28 13:36:38 main:574] : INFO : Epoch 1775 | loss: 0.0309665 | val_loss: 0.0313138 | Time: 16793.3 ms [2022-03-28 13:36:55 main:574] : INFO : Epoch 1776 | loss: 0.0309613 | val_loss: 0.0313394 | Time: 17023.6 ms [2022-03-28 13:37:13 main:574] : INFO : Epoch 1777 | loss: 0.0309524 | val_loss: 0.0313331 | Time: 17146.4 ms [2022-03-28 13:37:30 main:574] : INFO : Epoch 1778 | loss: 0.0309519 | val_loss: 0.0313224 | Time: 16782.9 ms [2022-03-28 13:37:47 main:574] : INFO : Epoch 1779 | loss: 0.0309669 | val_loss: 0.0313462 | Time: 16982.8 ms [2022-03-28 13:38:03 main:574] : INFO : Epoch 1780 | loss: 0.030979 | val_loss: 0.0313099 | Time: 16382.1 ms [2022-03-28 13:38:21 main:574] : INFO : Epoch 1781 | loss: 0.0309805 | val_loss: 0.0312938 | Time: 17557.8 ms [2022-03-28 13:38:36 main:574] : INFO : Epoch 1782 | loss: 0.0309693 | val_loss: 0.0313071 | Time: 15485.7 ms [2022-03-28 13:38:53 main:574] : INFO : Epoch 1783 | loss: 0.0309719 | val_loss: 0.0313096 | Time: 16744.9 ms [2022-03-28 13:39:09 main:574] : INFO : Epoch 1784 | loss: 0.0309733 | val_loss: 0.0313095 | Time: 15539.1 ms [2022-03-28 13:39:25 main:574] : INFO : Epoch 1785 | loss: 0.0309557 | val_loss: 0.0313329 | Time: 15729.4 ms [2022-03-28 13:39:40 main:574] : INFO : Epoch 1786 | loss: 0.0309571 | val_loss: 0.0313095 | Time: 15715 ms [2022-03-28 13:39:57 main:574] : INFO : Epoch 1787 | loss: 0.0309628 | val_loss: 0.0312987 | Time: 16041.9 ms [2022-03-28 13:40:14 main:574] : INFO : Epoch 1788 | loss: 0.0309564 | val_loss: 0.031325 | Time: 16899.5 ms [2022-03-28 13:40:31 main:574] : INFO : Epoch 1789 | loss: 0.0309704 | val_loss: 0.0313312 | Time: 17323.2 ms [2022-03-28 13:40:47 main:574] : INFO : Epoch 1790 | loss: 0.030972 | val_loss: 0.0313125 | Time: 16420.5 ms [2022-03-28 13:41:05 main:574] : INFO : Epoch 1791 | loss: 0.0309613 | val_loss: 0.0313114 | Time: 17585.6 ms [2022-03-28 13:41:22 main:574] : INFO : Epoch 1792 | loss: 0.0309648 | val_loss: 0.0313063 | Time: 17245.8 ms [2022-03-28 13:41:40 main:574] : INFO : Epoch 1793 | loss: 0.030968 | val_loss: 0.0313367 | Time: 17341.1 ms [2022-03-28 13:41:56 main:574] : INFO : Epoch 1794 | loss: 0.0309687 | val_loss: 0.0313242 | Time: 15902.8 ms [2022-03-28 13:42:11 main:574] : INFO : Epoch 1795 | loss: 0.0309636 | val_loss: 0.0313074 | Time: 15113 ms [2022-03-28 13:42:26 main:574] : INFO : Epoch 1796 | loss: 0.0309708 | val_loss: 0.0313042 | Time: 14943.9 ms [2022-03-28 13:42:43 main:574] : INFO : Epoch 1797 | loss: 0.0309762 | val_loss: 0.0313523 | Time: 16794.3 ms [2022-03-28 13:42:59 main:574] : INFO : Epoch 1798 | loss: 0.0309623 | val_loss: 0.0313219 | Time: 15584.3 ms [2022-03-28 13:43:16 main:574] : INFO : Epoch 1799 | loss: 0.0309554 | val_loss: 0.0313369 | Time: 17463.8 ms [2022-03-28 13:43:33 main:574] : INFO : Epoch 1800 | loss: 0.0309624 | val_loss: 0.0312942 | Time: 16573 ms [2022-03-28 13:43:50 main:574] : INFO : Epoch 1801 | loss: 0.0309642 | val_loss: 0.0313204 | Time: 17112.6 ms [2022-03-28 13:44:08 main:574] : INFO : Epoch 1802 | loss: 0.0309603 | val_loss: 0.0313303 | Time: 17843.4 ms [2022-03-28 13:44:26 main:574] : INFO : Epoch 1803 | loss: 0.0309502 | val_loss: 0.031299 | Time: 17594.8 ms [2022-03-28 13:44:49 main:574] : INFO : Epoch 1804 | loss: 0.0309776 | val_loss: 0.0312969 | Time: 23296.4 ms [2022-03-28 13:45:07 main:574] : INFO : Epoch 1805 | loss: 0.030977 | val_loss: 0.0313105 | Time: 17665.9 ms [2022-03-28 13:45:24 main:574] : INFO : Epoch 1806 | loss: 0.030964 | val_loss: 0.0312947 | Time: 16309.7 ms [2022-03-28 13:45:40 main:574] : INFO : Epoch 1807 | loss: 0.0309588 | val_loss: 0.031342 | Time: 16655.2 ms [2022-03-28 13:45:58 main:574] : INFO : Epoch 1808 | loss: 0.0309531 | val_loss: 0.0313419 | Time: 17127.7 ms [2022-03-28 13:46:16 main:574] : INFO : Epoch 1809 | loss: 0.0309837 | val_loss: 0.031276 | Time: 18547.3 ms [2022-03-28 13:46:34 main:574] : INFO : Epoch 1810 | loss: 0.0310049 | val_loss: 0.0312715 | Time: 17619.8 ms [2022-03-28 13:46:51 main:574] : INFO : Epoch 1811 | loss: 0.0309807 | val_loss: 0.0313055 | Time: 17401 ms [2022-03-28 13:47:09 main:574] : INFO : Epoch 1812 | loss: 0.0309641 | val_loss: 0.0313304 | Time: 17979.9 ms [2022-03-28 13:47:27 main:574] : INFO : Epoch 1813 | loss: 0.0309507 | val_loss: 0.0313481 | Time: 17613.1 ms [2022-03-28 13:47:44 main:574] : INFO : Epoch 1814 | loss: 0.0309522 | val_loss: 0.031325 | Time: 17038.1 ms [2022-03-28 13:48:01 main:574] : INFO : Epoch 1815 | loss: 0.0309689 | val_loss: 0.0313161 | Time: 16423.2 ms [2022-03-28 13:48:18 main:574] : INFO : Epoch 1816 | loss: 0.0309691 | val_loss: 0.0312983 | Time: 16708 ms [2022-03-28 13:48:35 main:574] : INFO : Epoch 1817 | loss: 0.0309664 | val_loss: 0.0312999 | Time: 17263.7 ms [2022-03-28 13:48:52 main:574] : INFO : Epoch 1818 | loss: 0.0309742 | val_loss: 0.0313311 | Time: 17000 ms [2022-03-28 13:49:09 main:574] : INFO : Epoch 1819 | loss: 0.0309714 | val_loss: 0.0313351 | Time: 16961.6 ms [2022-03-28 13:49:27 main:574] : INFO : Epoch 1820 | loss: 0.0309683 | val_loss: 0.0313033 | Time: 17754.2 ms [2022-03-28 13:49:45 main:574] : INFO : Epoch 1821 | loss: 0.0309572 | val_loss: 0.0313287 | Time: 17302.5 ms [2022-03-28 13:50:02 main:574] : INFO : Epoch 1822 | loss: 0.0309543 | val_loss: 0.0313394 | Time: 17217.3 ms [2022-03-28 13:50:19 main:574] : INFO : Epoch 1823 | loss: 0.0309552 | val_loss: 0.0313168 | Time: 16879 ms [2022-03-28 13:50:37 main:574] : INFO : Epoch 1824 | loss: 0.0309611 | val_loss: 0.0313302 | Time: 17859.8 ms [2022-03-28 13:50:54 main:574] : INFO : Epoch 1825 | loss: 0.0309519 | val_loss: 0.031333 | Time: 17264.2 ms [2022-03-28 13:51:12 main:574] : INFO : Epoch 1826 | loss: 0.0309542 | val_loss: 0.0313518 | Time: 17463.8 ms [2022-03-28 13:51:29 main:574] : INFO : Epoch 1827 | loss: 0.0309688 | val_loss: 0.0312929 | Time: 17078.3 ms [2022-03-28 13:51:46 main:574] : INFO : Epoch 1828 | loss: 0.0309786 | val_loss: 0.0313088 | Time: 16992.9 ms [2022-03-28 13:52:04 main:574] : INFO : Epoch 1829 | loss: 0.0309691 | val_loss: 0.0313572 | Time: 17428.6 ms [2022-03-28 13:52:21 main:574] : INFO : Epoch 1830 | loss: 0.030998 | val_loss: 0.0312348 | Time: 17309.2 ms [2022-03-28 13:52:39 main:574] : INFO : Epoch 1831 | loss: 0.0310495 | val_loss: 0.0312835 | Time: 17489.6 ms [2022-03-28 13:52:56 main:574] : INFO : Epoch 1832 | loss: 0.0310042 | val_loss: 0.0312995 | Time: 17342.6 ms [2022-03-28 13:53:13 main:574] : INFO : Epoch 1833 | loss: 0.0309776 | val_loss: 0.0313387 | Time: 17070.4 ms [2022-03-28 13:53:30 main:574] : INFO : Epoch 1834 | loss: 0.0309628 | val_loss: 0.0313659 | Time: 16917.6 ms [2022-03-28 13:53:48 main:574] : INFO : Epoch 1835 | loss: 0.0309605 | val_loss: 0.0313353 | Time: 17841.7 ms [2022-03-28 13:54:05 main:574] : INFO : Epoch 1836 | loss: 0.0309561 | val_loss: 0.0313261 | Time: 16827.8 ms [2022-03-28 13:54:22 main:574] : INFO : Epoch 1837 | loss: 0.0309497 | val_loss: 0.0313401 | Time: 17126.5 ms [2022-03-28 13:54:39 main:574] : INFO : Epoch 1838 | loss: 0.03096 | val_loss: 0.0313472 | Time: 16760.4 ms [2022-03-28 13:54:56 main:574] : INFO : Epoch 1839 | loss: 0.0309525 | val_loss: 0.0312963 | Time: 17264.3 ms [2022-03-28 13:55:14 main:574] : INFO : Epoch 1840 | loss: 0.0309612 | val_loss: 0.0313248 | Time: 17152.1 ms [2022-03-28 13:55:30 main:574] : INFO : Epoch 1841 | loss: 0.0309594 | val_loss: 0.0313268 | Time: 16191.6 ms [2022-03-28 13:55:48 main:574] : INFO : Epoch 1842 | loss: 0.030965 | val_loss: 0.0312834 | Time: 18464 ms [2022-03-28 13:56:05 main:574] : INFO : Epoch 1843 | loss: 0.0309934 | val_loss: 0.031341 | Time: 16519.9 ms [2022-03-28 13:56:23 main:574] : INFO : Epoch 1844 | loss: 0.0309733 | val_loss: 0.0312953 | Time: 17418 ms [2022-03-28 13:56:40 main:574] : INFO : Epoch 1845 | loss: 0.030963 | val_loss: 0.0313234 | Time: 17157.9 ms [2022-03-28 13:56:58 main:574] : INFO : Epoch 1846 | loss: 0.0309545 | val_loss: 0.0313142 | Time: 17991.2 ms [2022-03-28 13:57:15 main:574] : INFO : Epoch 1847 | loss: 0.0309811 | val_loss: 0.0312893 | Time: 17400.7 ms [2022-03-28 13:57:32 main:574] : INFO : Epoch 1848 | loss: 0.0309709 | val_loss: 0.0313423 | Time: 16947.2 ms [2022-03-28 13:57:49 main:574] : INFO : Epoch 1849 | loss: 0.0309685 | val_loss: 0.0313249 | Time: 16592.3 ms [2022-03-28 13:58:06 main:574] : INFO : Epoch 1850 | loss: 0.0309607 | val_loss: 0.0313196 | Time: 17221.3 ms [2022-03-28 13:58:23 main:574] : INFO : Epoch 1851 | loss: 0.0309558 | val_loss: 0.0313468 | Time: 16639.7 ms [2022-03-28 13:58:40 main:574] : INFO : Epoch 1852 | loss: 0.0309605 | val_loss: 0.0313478 | Time: 17153 ms [2022-03-28 13:58:58 main:574] : INFO : Epoch 1853 | loss: 0.0309626 | val_loss: 0.0313229 | Time: 18339.2 ms [2022-03-28 13:59:16 main:574] : INFO : Epoch 1854 | loss: 0.0309794 | val_loss: 0.031316 | Time: 17407.5 ms [2022-03-28 13:59:34 main:574] : INFO : Epoch 1855 | loss: 0.0309739 | val_loss: 0.0313535 | Time: 17679.5 ms [2022-03-28 13:59:50 main:574] : INFO : Epoch 1856 | loss: 0.0309696 | val_loss: 0.0312686 | Time: 16228.9 ms [2022-03-28 14:00:08 main:574] : INFO : Epoch 1857 | loss: 0.0309833 | val_loss: 0.0313336 | Time: 17940.9 ms [2022-03-28 14:00:25 main:574] : INFO : Epoch 1858 | loss: 0.0309853 | val_loss: 0.0313184 | Time: 16888.1 ms [2022-03-28 14:00:44 main:574] : INFO : Epoch 1859 | loss: 0.0309638 | val_loss: 0.0313254 | Time: 18334.4 ms [2022-03-28 14:01:01 main:574] : INFO : Epoch 1860 | loss: 0.030959 | val_loss: 0.0313206 | Time: 17408.1 ms [2022-03-28 14:01:19 main:574] : INFO : Epoch 1861 | loss: 0.0309589 | val_loss: 0.0313355 | Time: 17594.7 ms [2022-03-28 14:01:36 main:574] : INFO : Epoch 1862 | loss: 0.0309691 | val_loss: 0.0313278 | Time: 17221.5 ms [2022-03-28 14:01:54 main:574] : INFO : Epoch 1863 | loss: 0.0309601 | val_loss: 0.0313114 | Time: 17107.3 ms [2022-03-28 14:02:11 main:574] : INFO : Epoch 1864 | loss: 0.0309549 | val_loss: 0.0313522 | Time: 16895.1 ms [2022-03-28 14:02:29 main:574] : INFO : Epoch 1865 | loss: 0.030947 | val_loss: 0.0313731 | Time: 17818.2 ms [2022-03-28 14:02:45 main:574] : INFO : Epoch 1866 | loss: 0.0309589 | val_loss: 0.0313035 | Time: 16362 ms [2022-03-28 14:03:02 main:574] : INFO : Epoch 1867 | loss: 0.0309619 | val_loss: 0.0313591 | Time: 16754.8 ms [2022-03-28 14:03:19 main:574] : INFO : Epoch 1868 | loss: 0.0309656 | val_loss: 0.0313228 | Time: 17267.5 ms [2022-03-28 14:03:36 main:574] : INFO : Epoch 1869 | loss: 0.0309612 | val_loss: 0.0313211 | Time: 17345.5 ms [2022-03-28 14:03:54 main:574] : INFO : Epoch 1870 | loss: 0.0309696 | val_loss: 0.0313541 | Time: 17282.6 ms [2022-03-28 14:04:10 main:574] : INFO : Epoch 1871 | loss: 0.0309693 | val_loss: 0.0313403 | Time: 16571.9 ms [2022-03-28 14:04:28 main:574] : INFO : Epoch 1872 | loss: 0.0309569 | val_loss: 0.0313364 | Time: 17827.8 ms [2022-03-28 14:04:46 main:574] : INFO : Epoch 1873 | loss: 0.0309756 | val_loss: 0.0313103 | Time: 17671 ms [2022-03-28 14:05:03 main:574] : INFO : Epoch 1874 | loss: 0.0310288 | val_loss: 0.0313172 | Time: 16903.5 ms [2022-03-28 14:05:20 main:574] : INFO : Epoch 1875 | loss: 0.0309815 | val_loss: 0.0312944 | Time: 16983.7 ms [2022-03-28 14:05:38 main:574] : INFO : Epoch 1876 | loss: 0.0309646 | val_loss: 0.0313567 | Time: 17498.7 ms [2022-03-28 14:05:55 main:574] : INFO : Epoch 1877 | loss: 0.0309847 | val_loss: 0.031311 | Time: 17617.3 ms [2022-03-28 14:06:13 main:574] : INFO : Epoch 1878 | loss: 0.0309705 | val_loss: 0.031313 | Time: 17374.8 ms [2022-03-28 14:06:30 main:574] : INFO : Epoch 1879 | loss: 0.0309653 | val_loss: 0.0313146 | Time: 16974.5 ms [2022-03-28 14:06:47 main:574] : INFO : Epoch 1880 | loss: 0.0309681 | val_loss: 0.0312924 | Time: 17335.5 ms [2022-03-28 14:07:03 main:574] : INFO : Epoch 1881 | loss: 0.0309885 | val_loss: 0.0313527 | Time: 16140 ms [2022-03-28 14:07:21 main:574] : INFO : Epoch 1882 | loss: 0.0309728 | val_loss: 0.0313117 | Time: 17405.2 ms [2022-03-28 14:07:38 main:574] : INFO : Epoch 1883 | loss: 0.0309686 | val_loss: 0.0313006 | Time: 16974.5 ms [2022-03-28 14:07:55 main:574] : INFO : Epoch 1884 | loss: 0.0309634 | val_loss: 0.0313382 | Time: 17287.3 ms [2022-03-28 14:08:12 main:574] : INFO : Epoch 1885 | loss: 0.0309624 | val_loss: 0.0312942 | Time: 17103.7 ms [2022-03-28 14:08:30 main:574] : INFO : Epoch 1886 | loss: 0.0309611 | val_loss: 0.0313241 | Time: 17408.7 ms [2022-03-28 14:08:46 main:574] : INFO : Epoch 1887 | loss: 0.0309577 | val_loss: 0.0313139 | Time: 16465 ms [2022-03-28 14:09:04 main:574] : INFO : Epoch 1888 | loss: 0.0309656 | val_loss: 0.0313296 | Time: 17574.9 ms [2022-03-28 14:09:21 main:574] : INFO : Epoch 1889 | loss: 0.0309671 | val_loss: 0.0313245 | Time: 16873.1 ms [2022-03-28 14:09:39 main:574] : INFO : Epoch 1890 | loss: 0.0309602 | val_loss: 0.0313083 | Time: 18057.7 ms [2022-03-28 14:09:56 main:574] : INFO : Epoch 1891 | loss: 0.0309553 | val_loss: 0.0313543 | Time: 17325.1 ms [2022-03-28 14:10:14 main:574] : INFO : Epoch 1892 | loss: 0.0309545 | val_loss: 0.0313095 | Time: 17358.8 ms [2022-03-28 14:10:31 main:574] : INFO : Epoch 1893 | loss: 0.0309565 | val_loss: 0.0313349 | Time: 17052.5 ms [2022-03-28 14:10:48 main:574] : INFO : Epoch 1894 | loss: 0.0309608 | val_loss: 0.0313357 | Time: 16958.8 ms [2022-03-28 14:11:07 main:574] : INFO : Epoch 1895 | loss: 0.0309546 | val_loss: 0.0313353 | Time: 18599 ms [2022-03-28 14:11:24 main:574] : INFO : Epoch 1896 | loss: 0.0309632 | val_loss: 0.0313041 | Time: 16982.3 ms [2022-03-28 14:11:41 main:574] : INFO : Epoch 1897 | loss: 0.0309572 | val_loss: 0.0313359 | Time: 16936.1 ms [2022-03-28 14:11:59 main:574] : INFO : Epoch 1898 | loss: 0.030953 | val_loss: 0.0313252 | Time: 18077.1 ms [2022-03-28 14:12:16 main:574] : INFO : Epoch 1899 | loss: 0.0309633 | val_loss: 0.0313399 | Time: 17253.4 ms [2022-03-28 14:12:34 main:574] : INFO : Epoch 1900 | loss: 0.0309633 | val_loss: 0.0313297 | Time: 17282.2 ms [2022-03-28 14:12:51 main:574] : INFO : Epoch 1901 | loss: 0.0309597 | val_loss: 0.0313363 | Time: 17291 ms [2022-03-28 14:13:08 main:574] : INFO : Epoch 1902 | loss: 0.0309581 | val_loss: 0.0313411 | Time: 17122.2 ms [2022-03-28 14:13:26 main:574] : INFO : Epoch 1903 | loss: 0.0309625 | val_loss: 0.0313579 | Time: 17501.5 ms [2022-03-28 14:13:42 main:574] : INFO : Epoch 1904 | loss: 0.0310117 | val_loss: 0.0312867 | Time: 16666.1 ms [2022-03-28 14:14:00 main:574] : INFO : Epoch 1905 | loss: 0.0309851 | val_loss: 0.0313101 | Time: 17351.4 ms [2022-03-28 14:14:18 main:574] : INFO : Epoch 1906 | loss: 0.0309584 | val_loss: 0.0313518 | Time: 17797 ms [2022-03-28 14:14:35 main:574] : INFO : Epoch 1907 | loss: 0.0309575 | val_loss: 0.0313289 | Time: 17260.2 ms [2022-03-28 14:14:52 main:574] : INFO : Epoch 1908 | loss: 0.0309591 | val_loss: 0.0313225 | Time: 17383.8 ms [2022-03-28 14:15:10 main:574] : INFO : Epoch 1909 | loss: 0.0309613 | val_loss: 0.0313293 | Time: 17671.4 ms [2022-03-28 14:15:28 main:574] : INFO : Epoch 1910 | loss: 0.0309747 | val_loss: 0.0313356 | Time: 17448.5 ms [2022-03-28 14:15:46 main:574] : INFO : Epoch 1911 | loss: 0.0309742 | val_loss: 0.0313762 | Time: 17908.3 ms [2022-03-28 14:16:02 main:574] : INFO : Epoch 1912 | loss: 0.0309736 | val_loss: 0.0312943 | Time: 16663.6 ms [2022-03-28 14:16:20 main:574] : INFO : Epoch 1913 | loss: 0.0309788 | val_loss: 0.031349 | Time: 17207.9 ms [2022-03-28 14:16:37 main:574] : INFO : Epoch 1914 | loss: 0.0309642 | val_loss: 0.031332 | Time: 17403.5 ms [2022-03-28 14:16:54 main:574] : INFO : Epoch 1915 | loss: 0.030973 | val_loss: 0.0313021 | Time: 17183.3 ms [2022-03-28 14:17:12 main:574] : INFO : Epoch 1916 | loss: 0.0310344 | val_loss: 0.0312581 | Time: 17852.6 ms [2022-03-28 14:17:30 main:574] : INFO : Epoch 1917 | loss: 0.0310151 | val_loss: 0.0312662 | Time: 17444.4 ms [2022-03-28 14:17:48 main:574] : INFO : Epoch 1918 | loss: 0.0309826 | val_loss: 0.0313492 | Time: 17726.8 ms [2022-03-28 14:18:05 main:574] : INFO : Epoch 1919 | loss: 0.0309648 | val_loss: 0.0312967 | Time: 17087.3 ms [2022-03-28 14:18:22 main:574] : INFO : Epoch 1920 | loss: 0.0309716 | val_loss: 0.0313297 | Time: 17085.2 ms [2022-03-28 14:18:40 main:574] : INFO : Epoch 1921 | loss: 0.0309621 | val_loss: 0.0313292 | Time: 17749.1 ms [2022-03-28 14:18:57 main:574] : INFO : Epoch 1922 | loss: 0.0309591 | val_loss: 0.0313365 | Time: 17529.3 ms [2022-03-28 14:19:15 main:574] : INFO : Epoch 1923 | loss: 0.03097 | val_loss: 0.0312801 | Time: 17679.4 ms [2022-03-28 14:19:33 main:574] : INFO : Epoch 1924 | loss: 0.0309656 | val_loss: 0.0313251 | Time: 17497.2 ms [2022-03-28 14:19:50 main:574] : INFO : Epoch 1925 | loss: 0.0309566 | val_loss: 0.0313371 | Time: 17810.8 ms [2022-03-28 14:20:09 main:574] : INFO : Epoch 1926 | loss: 0.0309572 | val_loss: 0.0313021 | Time: 19017.4 ms [2022-03-28 14:20:27 main:574] : INFO : Epoch 1927 | loss: 0.0309556 | val_loss: 0.0313524 | Time: 17720.2 ms [2022-03-28 14:20:45 main:574] : INFO : Epoch 1928 | loss: 0.030956 | val_loss: 0.0313045 | Time: 17507.6 ms [2022-03-28 14:21:03 main:574] : INFO : Epoch 1929 | loss: 0.030953 | val_loss: 0.0313473 | Time: 18163.8 ms [2022-03-28 14:21:21 main:574] : INFO : Epoch 1930 | loss: 0.0309709 | val_loss: 0.0313319 | Time: 17800.1 ms [2022-03-28 14:21:39 main:574] : INFO : Epoch 1931 | loss: 0.0309695 | val_loss: 0.0313135 | Time: 17978.8 ms [2022-03-28 14:21:56 main:574] : INFO : Epoch 1932 | loss: 0.0309624 | val_loss: 0.0313487 | Time: 17121.2 ms [2022-03-28 14:22:15 main:574] : INFO : Epoch 1933 | loss: 0.0309526 | val_loss: 0.0312975 | Time: 18338.7 ms [2022-03-28 14:22:32 main:574] : INFO : Epoch 1934 | loss: 0.0309776 | val_loss: 0.0312975 | Time: 17236.8 ms [2022-03-28 14:22:51 main:574] : INFO : Epoch 1935 | loss: 0.0309904 | val_loss: 0.0312965 | Time: 19470.1 ms [2022-03-28 14:23:20 main:574] : INFO : Epoch 1936 | loss: 0.0309707 | val_loss: 0.0313508 | Time: 29020.3 ms [2022-03-28 14:23:41 main:574] : INFO : Epoch 1937 | loss: 0.0309581 | val_loss: 0.0313156 | Time: 20127.8 ms [2022-03-28 14:23:55 main:574] : INFO : Epoch 1938 | loss: 0.0309628 | val_loss: 0.0313037 | Time: 14190 ms [2022-03-28 14:24:12 main:574] : INFO : Epoch 1939 | loss: 0.0309701 | val_loss: 0.0313317 | Time: 16895.7 ms [2022-03-28 14:24:28 main:574] : INFO : Epoch 1940 | loss: 0.0309589 | val_loss: 0.031345 | Time: 15722.5 ms [2022-03-28 14:24:42 main:574] : INFO : Epoch 1941 | loss: 0.0309534 | val_loss: 0.0313305 | Time: 14712.7 ms [2022-03-28 14:24:57 main:574] : INFO : Epoch 1942 | loss: 0.0309567 | val_loss: 0.031347 | Time: 14214.5 ms [2022-03-28 14:25:12 main:574] : INFO : Epoch 1943 | loss: 0.0309778 | val_loss: 0.0313371 | Time: 15202.5 ms [2022-03-28 14:25:27 main:574] : INFO : Epoch 1944 | loss: 0.0309684 | val_loss: 0.0313435 | Time: 15481.2 ms [2022-03-28 14:25:43 main:574] : INFO : Epoch 1945 | loss: 0.0309695 | val_loss: 0.0312862 | Time: 15716.2 ms [2022-03-28 14:26:01 main:574] : INFO : Epoch 1946 | loss: 0.0309766 | val_loss: 0.0313015 | Time: 17743.5 ms [2022-03-28 14:26:19 main:574] : INFO : Epoch 1947 | loss: 0.030968 | val_loss: 0.0313455 | Time: 17408.4 ms [2022-03-28 14:26:34 main:574] : INFO : Epoch 1948 | loss: 0.0309548 | val_loss: 0.0313446 | Time: 15258.2 ms [2022-03-28 14:26:49 main:574] : INFO : Epoch 1949 | loss: 0.030957 | val_loss: 0.031304 | Time: 14974.6 ms [2022-03-28 14:27:05 main:574] : INFO : Epoch 1950 | loss: 0.0309803 | val_loss: 0.0313395 | Time: 16419.9 ms [2022-03-28 14:27:22 main:574] : INFO : Epoch 1951 | loss: 0.0309672 | val_loss: 0.0313199 | Time: 16169.9 ms [2022-03-28 14:27:39 main:574] : INFO : Epoch 1952 | loss: 0.0309638 | val_loss: 0.0313301 | Time: 17484.6 ms [2022-03-28 14:27:56 main:574] : INFO : Epoch 1953 | loss: 0.030973 | val_loss: 0.0312942 | Time: 16869.8 ms [2022-03-28 14:28:12 main:574] : INFO : Epoch 1954 | loss: 0.0309981 | val_loss: 0.0313582 | Time: 16124.6 ms [2022-03-28 14:28:30 main:574] : INFO : Epoch 1955 | loss: 0.0309668 | val_loss: 0.0313108 | Time: 17513.8 ms [2022-03-28 14:28:46 main:574] : INFO : Epoch 1956 | loss: 0.0309623 | val_loss: 0.0313105 | Time: 16440.8 ms [2022-03-28 14:29:07 main:574] : INFO : Epoch 1957 | loss: 0.0309633 | val_loss: 0.0313445 | Time: 20978.4 ms [2022-03-28 14:29:25 main:574] : INFO : Epoch 1958 | loss: 0.0309625 | val_loss: 0.0313377 | Time: 17214 ms [2022-03-28 14:29:41 main:574] : INFO : Epoch 1959 | loss: 0.0309609 | val_loss: 0.031291 | Time: 16305.3 ms [2022-03-28 14:29:56 main:574] : INFO : Epoch 1960 | loss: 0.0309722 | val_loss: 0.0312885 | Time: 15267.9 ms [2022-03-28 14:30:14 main:574] : INFO : Epoch 1961 | loss: 0.030969 | val_loss: 0.0312794 | Time: 17065.9 ms [2022-03-28 14:30:29 main:574] : INFO : Epoch 1962 | loss: 0.0309755 | val_loss: 0.031356 | Time: 15524.1 ms [2022-03-28 14:30:46 main:574] : INFO : Epoch 1963 | loss: 0.0309657 | val_loss: 0.0312931 | Time: 16979.9 ms [2022-03-28 14:31:02 main:574] : INFO : Epoch 1964 | loss: 0.0309767 | val_loss: 0.0312737 | Time: 16118.1 ms [2022-03-28 14:31:19 main:574] : INFO : Epoch 1965 | loss: 0.0309806 | val_loss: 0.0313246 | Time: 16313.6 ms [2022-03-28 14:31:35 main:574] : INFO : Epoch 1966 | loss: 0.0309688 | val_loss: 0.0313292 | Time: 16156.8 ms [2022-03-28 14:31:56 main:574] : INFO : Epoch 1967 | loss: 0.0309641 | val_loss: 0.0313204 | Time: 21031.4 ms [2022-03-28 14:32:16 main:574] : INFO : Epoch 1968 | loss: 0.030958 | val_loss: 0.0313156 | Time: 20393.7 ms [2022-03-28 14:32:33 main:574] : INFO : Epoch 1969 | loss: 0.0309604 | val_loss: 0.0313208 | Time: 16468.9 ms [2022-03-28 14:32:49 main:574] : INFO : Epoch 1970 | loss: 0.0309577 | val_loss: 0.031327 | Time: 16393 ms [2022-03-28 14:33:06 main:574] : INFO : Epoch 1971 | loss: 0.0309578 | val_loss: 0.0313479 | Time: 17025.6 ms [2022-03-28 14:33:28 main:574] : INFO : Epoch 1972 | loss: 0.0309627 | val_loss: 0.0313416 | Time: 21466.6 ms [2022-03-28 14:33:46 main:574] : INFO : Epoch 1973 | loss: 0.0309551 | val_loss: 0.031325 | Time: 17576.5 ms [2022-03-28 14:34:03 main:574] : INFO : Epoch 1974 | loss: 0.0309621 | val_loss: 0.0313126 | Time: 16990.2 ms [2022-03-28 14:34:21 main:574] : INFO : Epoch 1975 | loss: 0.0309578 | val_loss: 0.0313326 | Time: 17709.7 ms [2022-03-28 14:34:49 main:574] : INFO : Epoch 1976 | loss: 0.0309683 | val_loss: 0.0313115 | Time: 28901.1 ms [2022-03-28 14:35:06 main:574] : INFO : Epoch 1977 | loss: 0.0309591 | val_loss: 0.031357 | Time: 16077.5 ms [2022-03-28 14:35:20 main:574] : INFO : Epoch 1978 | loss: 0.0309977 | val_loss: 0.0312589 | Time: 14708.1 ms [2022-03-28 14:35:35 main:574] : INFO : Epoch 1979 | loss: 0.0310702 | val_loss: 0.0312613 | Time: 14224.9 ms [2022-03-28 14:35:49 main:574] : INFO : Epoch 1980 | loss: 0.0310255 | val_loss: 0.0313443 | Time: 14687.6 ms [2022-03-28 14:36:05 main:574] : INFO : Epoch 1981 | loss: 0.0310575 | val_loss: 0.0313776 | Time: 15205.2 ms [2022-03-28 14:36:21 main:574] : INFO : Epoch 1982 | loss: 0.0312924 | val_loss: 0.0313357 | Time: 16629 ms [2022-03-28 14:36:38 main:574] : INFO : Epoch 1983 | loss: 0.0310534 | val_loss: 0.0313288 | Time: 16750.7 ms [2022-03-28 14:36:55 main:574] : INFO : Epoch 1984 | loss: 0.0309834 | val_loss: 0.0312796 | Time: 16698.6 ms [2022-03-28 14:37:13 main:574] : INFO : Epoch 1985 | loss: 0.0309641 | val_loss: 0.0313191 | Time: 18298.1 ms [2022-03-28 14:37:33 main:574] : INFO : Epoch 1986 | loss: 0.0309525 | val_loss: 0.0313433 | Time: 19964.5 ms [2022-03-28 14:37:52 main:574] : INFO : Epoch 1987 | loss: 0.0309588 | val_loss: 0.0313035 | Time: 18842.8 ms [2022-03-28 14:38:12 main:574] : INFO : Epoch 1988 | loss: 0.0309686 | val_loss: 0.0313079 | Time: 20197.4 ms [2022-03-28 14:38:32 main:574] : INFO : Epoch 1989 | loss: 0.0309687 | val_loss: 0.0313178 | Time: 19799.6 ms [2022-03-28 14:38:53 main:574] : INFO : Epoch 1990 | loss: 0.0309691 | val_loss: 0.0313581 | Time: 20191 ms [2022-03-28 14:39:12 main:574] : INFO : Epoch 1991 | loss: 0.0309703 | val_loss: 0.0313063 | Time: 19055.7 ms [2022-03-28 14:39:33 main:574] : INFO : Epoch 1992 | loss: 0.0309633 | val_loss: 0.0313371 | Time: 21615.8 ms [2022-03-28 14:39:54 main:574] : INFO : Epoch 1993 | loss: 0.030965 | val_loss: 0.0313425 | Time: 20404.1 ms [2022-03-28 14:40:17 main:574] : INFO : Epoch 1994 | loss: 0.0309581 | val_loss: 0.0313427 | Time: 22969 ms [2022-03-28 14:40:39 main:574] : INFO : Epoch 1995 | loss: 0.0309526 | val_loss: 0.0313475 | Time: 22360.6 ms [2022-03-28 14:40:59 main:574] : INFO : Epoch 1996 | loss: 0.0309512 | val_loss: 0.0313187 | Time: 19228.4 ms [2022-03-28 14:41:18 main:574] : INFO : Epoch 1997 | loss: 0.0309533 | val_loss: 0.0313064 | Time: 19250.5 ms [2022-03-28 14:41:36 main:574] : INFO : Epoch 1998 | loss: 0.0309662 | val_loss: 0.031334 | Time: 18460.5 ms [2022-03-28 14:41:58 main:574] : INFO : Epoch 1999 | loss: 0.0309666 | val_loss: 0.031303 | Time: 21312.2 ms [2022-03-28 14:42:17 main:574] : INFO : Epoch 2000 | loss: 0.030969 | val_loss: 0.0313263 | Time: 18904.6 ms [2022-03-28 14:42:38 main:574] : INFO : Epoch 2001 | loss: 0.030966 | val_loss: 0.0312977 | Time: 20690.4 ms [2022-03-28 14:42:57 main:574] : INFO : Epoch 2002 | loss: 0.0309626 | val_loss: 0.0313393 | Time: 19562.1 ms [2022-03-28 14:43:18 main:574] : INFO : Epoch 2003 | loss: 0.0309744 | val_loss: 0.0313245 | Time: 20470.3 ms [2022-03-28 14:43:39 main:574] : INFO : Epoch 2004 | loss: 0.0309695 | val_loss: 0.0313621 | Time: 20613 ms [2022-03-28 14:43:58 main:574] : INFO : Epoch 2005 | loss: 0.030968 | val_loss: 0.031329 | Time: 19571.6 ms [2022-03-28 14:44:20 main:574] : INFO : Epoch 2006 | loss: 0.03096 | val_loss: 0.0313794 | Time: 21790.8 ms [2022-03-28 14:44:46 main:574] : INFO : Epoch 2007 | loss: 0.030955 | val_loss: 0.0313236 | Time: 25941.2 ms [2022-03-28 14:45:07 main:574] : INFO : Epoch 2008 | loss: 0.030961 | val_loss: 0.0313359 | Time: 20672 ms [2022-03-28 14:45:26 main:574] : INFO : Epoch 2009 | loss: 0.0309617 | val_loss: 0.0313436 | Time: 18753.6 ms [2022-03-28 14:45:44 main:574] : INFO : Epoch 2010 | loss: 0.030964 | val_loss: 0.0313813 | Time: 18456.5 ms [2022-03-28 14:46:04 main:574] : INFO : Epoch 2011 | loss: 0.0309687 | val_loss: 0.0313281 | Time: 19263.1 ms [2022-03-28 14:46:23 main:574] : INFO : Epoch 2012 | loss: 0.030972 | val_loss: 0.031285 | Time: 19352.1 ms [2022-03-28 14:46:43 main:574] : INFO : Epoch 2013 | loss: 0.0309602 | val_loss: 0.0313326 | Time: 19687.1 ms [2022-03-28 14:47:03 main:574] : INFO : Epoch 2014 | loss: 0.0309724 | val_loss: 0.0313127 | Time: 20422.3 ms [2022-03-28 14:47:23 main:574] : INFO : Epoch 2015 | loss: 0.0309665 | val_loss: 0.0313362 | Time: 19345.4 ms [2022-03-28 14:47:43 main:574] : INFO : Epoch 2016 | loss: 0.0309565 | val_loss: 0.0313484 | Time: 20697.6 ms [2022-03-28 14:48:04 main:574] : INFO : Epoch 2017 | loss: 0.0309688 | val_loss: 0.0313138 | Time: 20530.7 ms [2022-03-28 14:48:25 main:574] : INFO : Epoch 2018 | loss: 0.0309725 | val_loss: 0.0313049 | Time: 21251.6 ms [2022-03-28 14:48:44 main:574] : INFO : Epoch 2019 | loss: 0.0309647 | val_loss: 0.031361 | Time: 18282.8 ms [2022-03-28 14:49:01 main:574] : INFO : Epoch 2020 | loss: 0.0309712 | val_loss: 0.0313377 | Time: 17242.5 ms [2022-03-28 14:49:20 main:574] : INFO : Epoch 2021 | loss: 0.0309621 | val_loss: 0.031348 | Time: 19059.2 ms [2022-03-28 14:49:39 main:574] : INFO : Epoch 2022 | loss: 0.0309584 | val_loss: 0.031336 | Time: 18776 ms [2022-03-28 14:49:53 main:574] : INFO : Epoch 2023 | loss: 0.030964 | val_loss: 0.0313672 | Time: 14492.9 ms [2022-03-28 14:50:09 main:574] : INFO : Epoch 2024 | loss: 0.0309679 | val_loss: 0.0313187 | Time: 15327.7 ms [2022-03-28 14:50:24 main:574] : INFO : Epoch 2025 | loss: 0.0309719 | val_loss: 0.0313373 | Time: 15559.7 ms [2022-03-28 14:50:40 main:574] : INFO : Epoch 2026 | loss: 0.0309617 | val_loss: 0.0313181 | Time: 16045 ms [2022-03-28 14:50:55 main:574] : INFO : Epoch 2027 | loss: 0.030964 | val_loss: 0.0313143 | Time: 14212.6 ms [2022-03-28 14:51:09 main:574] : INFO : Epoch 2028 | loss: 0.0309809 | val_loss: 0.0313243 | Time: 13934.1 ms [2022-03-28 14:51:24 main:574] : INFO : Epoch 2029 | loss: 0.0309723 | val_loss: 0.0313079 | Time: 15268.9 ms [2022-03-28 14:51:39 main:574] : INFO : Epoch 2030 | loss: 0.0309978 | val_loss: 0.0312941 | Time: 14611.5 ms [2022-03-28 14:51:54 main:574] : INFO : Epoch 2031 | loss: 0.0309794 | val_loss: 0.0313405 | Time: 14899.1 ms [2022-03-28 14:52:07 main:574] : INFO : Epoch 2032 | loss: 0.0309606 | val_loss: 0.0313156 | Time: 13850.5 ms [2022-03-28 14:52:22 main:574] : INFO : Epoch 2033 | loss: 0.0309593 | val_loss: 0.0313131 | Time: 14238.9 ms [2022-03-28 14:52:36 main:574] : INFO : Epoch 2034 | loss: 0.0309541 | val_loss: 0.0313316 | Time: 13806.8 ms [2022-03-28 14:52:50 main:574] : INFO : Epoch 2035 | loss: 0.0309593 | val_loss: 0.031364 | Time: 14306.7 ms [2022-03-28 14:53:05 main:574] : INFO : Epoch 2036 | loss: 0.0309704 | val_loss: 0.0313244 | Time: 14505.4 ms [2022-03-28 14:53:19 main:574] : INFO : Epoch 2037 | loss: 0.0309732 | val_loss: 0.0313466 | Time: 14136.2 ms [2022-03-28 14:53:32 main:574] : INFO : Epoch 2038 | loss: 0.0309686 | val_loss: 0.0313285 | Time: 13408.3 ms [2022-03-28 14:53:46 main:574] : INFO : Epoch 2039 | loss: 0.0309675 | val_loss: 0.031301 | Time: 13704.7 ms [2022-03-28 14:54:00 main:574] : INFO : Epoch 2040 | loss: 0.030962 | val_loss: 0.0313082 | Time: 14268.5 ms [2022-03-28 14:54:14 main:574] : INFO : Epoch 2041 | loss: 0.03097 | val_loss: 0.0313647 | Time: 13437.8 ms [2022-03-28 14:54:27 main:574] : INFO : Epoch 2042 | loss: 0.0309569 | val_loss: 0.0313442 | Time: 13528.1 ms [2022-03-28 14:54:41 main:574] : INFO : Epoch 2043 | loss: 0.0309617 | val_loss: 0.0313129 | Time: 14020.3 ms [2022-03-28 14:54:55 main:574] : INFO : Epoch 2044 | loss: 0.030961 | val_loss: 0.0313248 | Time: 13348.4 ms [2022-03-28 14:55:08 main:574] : INFO : Epoch 2045 | loss: 0.0309665 | val_loss: 0.0312958 | Time: 13413.6 ms [2022-03-28 14:55:22 main:574] : INFO : Epoch 2046 | loss: 0.030963 | val_loss: 0.0313071 | Time: 14002.6 ms [2022-03-28 14:55:36 main:574] : INFO : Epoch 2047 | loss: 0.0309622 | val_loss: 0.0313716 | Time: 13251 ms [2022-03-28 14:55:49 main:574] : INFO : Epoch 2048 | loss: 0.0309592 | val_loss: 0.0312902 | Time: 13587.2 ms [2022-03-28 14:55:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312902 [2022-03-28 14:55:49 main:603] : INFO : Saving end state to config to file [2022-03-28 14:55:49 main:608] : INFO : Success, exiting.. 14:55:49 (13140): 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)