Task 8227313
| Name | ParityModified-1634620129-4579-0_0 |
| Workunit | 5755819 |
| Created | 19 Oct 2021, 5:08:54 UTC |
| Sent | 22 Oct 2021, 9:09:22 UTC |
| Report deadline | 30 Oct 2021, 9:09:22 UTC |
| Received | 22 Oct 2021, 10:04:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 54 min 24 sec |
| CPU time | 53 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 28 main:574] : INFO : Epoch 1542 | loss: 0.0309695 | val_loss: 0.0312697 | Time: 1555.39 ms [2021-10-22 11:50:30 main:574] : INFO : Epoch 1543 | loss: 0.030975 | val_loss: 0.0312465 | Time: 1624.82 ms [2021-10-22 11:50:31 main:574] : INFO : Epoch 1544 | loss: 0.030983 | val_loss: 0.0312559 | Time: 1563.51 ms [2021-10-22 11:50:33 main:574] : INFO : Epoch 1545 | loss: 0.0309668 | val_loss: 0.0312616 | Time: 1565.51 ms [2021-10-22 11:50:34 main:574] : INFO : Epoch 1546 | loss: 0.0309653 | val_loss: 0.031254 | Time: 1556.49 ms [2021-10-22 11:50:36 main:574] : INFO : Epoch 1547 | loss: 0.0309691 | val_loss: 0.031245 | Time: 1591.52 ms [2021-10-22 11:50:38 main:574] : INFO : Epoch 1548 | loss: 0.0309667 | val_loss: 0.0312634 | Time: 1570.94 ms [2021-10-22 11:50:39 main:574] : INFO : Epoch 1549 | loss: 0.030958 | val_loss: 0.0312626 | Time: 1556.56 ms [2021-10-22 11:50:41 main:574] : INFO : Epoch 1550 | loss: 0.0309571 | val_loss: 0.0312543 | Time: 1567.68 ms [2021-10-22 11:50:42 main:574] : INFO : Epoch 1551 | loss: 0.0309644 | val_loss: 0.0312462 | Time: 1543.26 ms [2021-10-22 11:50:44 main:574] : INFO : Epoch 1552 | loss: 0.0309608 | val_loss: 0.0312477 | Time: 1551.53 ms [2021-10-22 11:50:45 main:574] : INFO : Epoch 1553 | loss: 0.0309695 | val_loss: 0.03125 | Time: 1555.57 ms [2021-10-22 11:50:47 main:574] : INFO : Epoch 1554 | loss: 0.0309666 | val_loss: 0.0312448 | Time: 1539.42 ms [2021-10-22 11:50:49 main:574] : INFO : Epoch 1555 | loss: 0.0309637 | val_loss: 0.0312408 | Time: 1569.49 ms [2021-10-22 11:50:50 main:574] : INFO : Epoch 1556 | loss: 0.0309575 | val_loss: 0.0312444 | Time: 1570.57 ms [2021-10-22 11:50:52 main:574] : INFO : Epoch 1557 | loss: 0.0309651 | val_loss: 0.0312373 | Time: 1569.93 ms [2021-10-22 11:50:53 main:574] : INFO : Epoch 1558 | loss: 0.0309658 | val_loss: 0.0312239 | Time: 1555 ms [2021-10-22 11:50:55 main:574] : INFO : Epoch 1559 | loss: 0.0309642 | val_loss: 0.031234 | Time: 1560.73 ms [2021-10-22 11:50:57 main:574] : INFO : Epoch 1560 | loss: 0.0309674 | val_loss: 0.0312587 | Time: 1562.09 ms [2021-10-22 11:50:58 main:574] : INFO : Epoch 1561 | loss: 0.0309676 | val_loss: 0.0312444 | Time: 1613.31 ms [2021-10-22 11:51:00 main:574] : INFO : Epoch 1562 | loss: 0.0309637 | val_loss: 0.0312647 | Time: 1564.3 ms [2021-10-22 11:51:01 main:574] : INFO : Epoch 1563 | loss: 0.0309706 | val_loss: 0.03126 | Time: 1562.04 ms [2021-10-22 11:51:03 main:574] : INFO : Epoch 1564 | loss: 0.0309668 | val_loss: 0.0312371 | Time: 1552.55 ms [2021-10-22 11:51:04 main:574] : INFO : Epoch 1565 | loss: 0.0309749 | val_loss: 0.0312495 | Time: 1563.79 ms [2021-10-22 11:51:06 main:574] : INFO : Epoch 1566 | loss: 0.0309757 | val_loss: 0.0312352 | Time: 1583.16 ms [2021-10-22 11:51:08 main:574] : INFO : Epoch 1567 | loss: 0.0309689 | val_loss: 0.0312548 | Time: 1570.04 ms [2021-10-22 11:51:09 main:574] : INFO : Epoch 1568 | loss: 0.0309779 | val_loss: 0.0312327 | Time: 1565.99 ms [2021-10-22 11:51:11 main:574] : INFO : Epoch 1569 | loss: 0.030966 | val_loss: 0.0312412 | Time: 1577.07 ms [2021-10-22 11:51:12 main:574] : INFO : Epoch 1570 | loss: 0.0309588 | val_loss: 0.0312349 | Time: 1561.67 ms [2021-10-22 11:51:14 main:574] : INFO : Epoch 1571 | loss: 0.0309711 | val_loss: 0.0312428 | Time: 1558.04 ms [2021-10-22 11:51:16 main:574] : INFO : Epoch 1572 | loss: 0.0309721 | val_loss: 0.0312279 | Time: 1561.52 ms [2021-10-22 11:51:17 main:574] : INFO : Epoch 1573 | loss: 0.0309676 | val_loss: 0.0312371 | Time: 1571.22 ms [2021-10-22 11:51:19 main:574] : INFO : Epoch 1574 | loss: 0.0309592 | val_loss: 0.031256 | Time: 1564.55 ms [2021-10-22 11:51:20 main:574] : INFO : Epoch 1575 | loss: 0.0309585 | val_loss: 0.0312491 | Time: 1564.77 ms [2021-10-22 11:51:22 main:574] : INFO : Epoch 1576 | loss: 0.0309738 | val_loss: 0.0312749 | Time: 1559.77 ms [2021-10-22 11:51:23 main:574] : INFO : Epoch 1577 | loss: 0.0309686 | val_loss: 0.0312556 | Time: 1565.03 ms [2021-10-22 11:51:25 main:574] : INFO : Epoch 1578 | loss: 0.0309744 | val_loss: 0.031263 | Time: 1565.82 ms [2021-10-22 11:51:27 main:574] : INFO : Epoch 1579 | loss: 0.030973 | val_loss: 0.0312377 | Time: 1568.83 ms [2021-10-22 11:51:28 main:574] : INFO : Epoch 1580 | loss: 0.0309704 | val_loss: 0.0312876 | Time: 1566.77 ms [2021-10-22 11:51:30 main:574] : INFO : Epoch 1581 | loss: 0.0309674 | val_loss: 0.0312648 | Time: 1559.74 ms [2021-10-22 11:51:31 main:574] : INFO : Epoch 1582 | loss: 0.0309644 | val_loss: 0.0312583 | Time: 1631.83 ms [2021-10-22 11:51:33 main:574] : INFO : Epoch 1583 | loss: 0.0309702 | val_loss: 0.0312465 | Time: 1575.02 ms [2021-10-22 11:51:35 main:574] : INFO : Epoch 1584 | loss: 0.0309651 | val_loss: 0.0312601 | Time: 1561.66 ms [2021-10-22 11:51:36 main:574] : INFO : Epoch 1585 | loss: 0.0309654 | val_loss: 0.0312599 | Time: 1578.81 ms [2021-10-22 11:51:38 main:574] : INFO : Epoch 1586 | loss: 0.0309597 | val_loss: 0.0312426 | Time: 1549.42 ms [2021-10-22 11:51:39 main:574] : INFO : Epoch 1587 | loss: 0.0309682 | val_loss: 0.0312621 | Time: 1558.31 ms [2021-10-22 11:51:41 main:574] : INFO : Epoch 1588 | loss: 0.0309652 | val_loss: 0.0312373 | Time: 1572.59 ms [2021-10-22 11:51:43 main:574] : INFO : Epoch 1589 | loss: 0.0309742 | val_loss: 0.031228 | Time: 1568.68 ms [2021-10-22 11:51:44 main:574] : INFO : Epoch 1590 | loss: 0.030977 | val_loss: 0.031233 | Time: 1564.76 ms [2021-10-22 11:51:46 main:574] : INFO : Epoch 1591 | loss: 0.0309748 | val_loss: 0.0312266 | Time: 1561.28 ms [2021-10-22 11:51:47 main:574] : INFO : Epoch 1592 | loss: 0.0309738 | val_loss: 0.031241 | Time: 1721.51 ms [2021-10-22 11:51:49 main:574] : INFO : Epoch 1593 | loss: 0.0309655 | val_loss: 0.0312598 | Time: 1872.26 ms [2021-10-22 11:51:51 main:574] : INFO : Epoch 1594 | loss: 0.0309834 | val_loss: 0.0312535 | Time: 1568.1 ms [2021-10-22 11:51:52 main:574] : INFO : Epoch 1595 | loss: 0.0309764 | val_loss: 0.0312503 | Time: 1558.71 ms [2021-10-22 11:51:54 main:574] : INFO : Epoch 1596 | loss: 0.0309668 | val_loss: 0.0312468 | Time: 1620.39 ms [2021-10-22 11:51:56 main:574] : INFO : Epoch 1597 | loss: 0.0309945 | val_loss: 0.0312349 | Time: 1587.05 ms [2021-10-22 11:51:57 main:574] : INFO : Epoch 1598 | loss: 0.0309718 | val_loss: 0.0312536 | Time: 1576.37 ms [2021-10-22 11:51:59 main:574] : INFO : Epoch 1599 | loss: 0.0309608 | val_loss: 0.0312406 | Time: 1558.35 ms [2021-10-22 11:52:00 main:574] : INFO : Epoch 1600 | loss: 0.0309593 | val_loss: 0.0312413 | Time: 1564.25 ms [2021-10-22 11:52:02 main:574] : INFO : Epoch 1601 | loss: 0.0309658 | val_loss: 0.031259 | Time: 1572.99 ms [2021-10-22 11:52:04 main:574] : INFO : Epoch 1602 | loss: 0.0309696 | val_loss: 0.0312418 | Time: 1557.38 ms [2021-10-22 11:52:05 main:574] : INFO : Epoch 1603 | loss: 0.0309761 | val_loss: 0.0312222 | Time: 1586.21 ms [2021-10-22 11:52:07 main:574] : INFO : Epoch 1604 | loss: 0.0309803 | val_loss: 0.0312211 | Time: 1605.76 ms [2021-10-22 11:52:08 main:574] : INFO : Epoch 1605 | loss: 0.0309835 | val_loss: 0.0312273 | Time: 1555.71 ms [2021-10-22 11:52:11 main:574] : INFO : Epoch 1606 | loss: 0.0309947 | val_loss: 0.0312342 | Time: 1591.33 ms [2021-10-22 11:52:12 main:574] : INFO : Epoch 1607 | loss: 0.0309809 | val_loss: 0.0312451 | Time: 1566.02 ms [2021-10-22 11:52:14 main:574] : INFO : Epoch 1608 | loss: 0.0309677 | val_loss: 0.0312196 | Time: 1558.91 ms [2021-10-22 11:52:15 main:574] : INFO : Epoch 1609 | loss: 0.0309645 | val_loss: 0.0312373 | Time: 1578.78 ms [2021-10-22 11:52:17 main:574] : INFO : Epoch 1610 | loss: 0.0309627 | val_loss: 0.0312408 | Time: 1575.38 ms [2021-10-22 11:52:19 main:574] : INFO : Epoch 1611 | loss: 0.0309619 | val_loss: 0.0312483 | Time: 1563.3 ms [2021-10-22 11:52:20 main:574] : INFO : Epoch 1612 | loss: 0.0309691 | val_loss: 0.0312435 | Time: 1552.19 ms [2021-10-22 11:52:22 main:574] : INFO : Epoch 1613 | loss: 0.0309678 | val_loss: 0.0312358 | Time: 1562.46 ms [2021-10-22 11:52:23 main:574] : INFO : Epoch 1614 | loss: 0.0309641 | val_loss: 0.0312248 | Time: 1549.75 ms [2021-10-22 11:52:25 main:574] : INFO : Epoch 1615 | loss: 0.030976 | val_loss: 0.0312272 | Time: 1558 ms [2021-10-22 11:52:26 main:574] : INFO : Epoch 1616 | loss: 0.0309792 | val_loss: 0.0312291 | Time: 1554.79 ms [2021-10-22 11:52:28 main:574] : INFO : Epoch 1617 | loss: 0.0309659 | val_loss: 0.0312651 | Time: 1646.36 ms [2021-10-22 11:52:30 main:574] : INFO : Epoch 1618 | loss: 0.030965 | val_loss: 0.0312368 | Time: 1578.49 ms [2021-10-22 11:52:31 main:574] : INFO : Epoch 1619 | loss: 0.0309605 | val_loss: 0.0312558 | Time: 1569.11 ms [2021-10-22 11:52:33 main:574] : INFO : Epoch 1620 | loss: 0.0309751 | val_loss: 0.0312487 | Time: 1567.88 ms [2021-10-22 11:52:34 main:574] : INFO : Epoch 1621 | loss: 0.0309652 | val_loss: 0.0312416 | Time: 1558.91 ms [2021-10-22 11:52:36 main:574] : INFO : Epoch 1622 | loss: 0.0309682 | val_loss: 0.0312717 | Time: 1571.09 ms [2021-10-22 11:52:38 main:574] : INFO : Epoch 1623 | loss: 0.0309756 | val_loss: 0.0312561 | Time: 1558.68 ms [2021-10-22 11:52:39 main:574] : INFO : Epoch 1624 | loss: 0.0309671 | val_loss: 0.0312542 | Time: 1604.15 ms [2021-10-22 11:52:41 main:574] : INFO : Epoch 1625 | loss: 0.0309588 | val_loss: 0.0312555 | Time: 1565.14 ms [2021-10-22 11:52:42 main:574] : INFO : Epoch 1626 | loss: 0.0309625 | val_loss: 0.03125 | Time: 1540.15 ms [2021-10-22 11:52:44 main:574] : INFO : Epoch 1627 | loss: 0.0309714 | val_loss: 0.0312499 | Time: 1560.61 ms [2021-10-22 11:52:46 main:574] : INFO : Epoch 1628 | loss: 0.0309642 | val_loss: 0.0312538 | Time: 1550.12 ms [2021-10-22 11:52:47 main:574] : INFO : Epoch 1629 | loss: 0.0309934 | val_loss: 0.0311705 | Time: 1570.19 ms [2021-10-22 11:52:49 main:574] : INFO : Epoch 1630 | loss: 0.0311051 | val_loss: 0.0311641 | Time: 1554.5 ms [2021-10-22 11:52:50 main:574] : INFO : Epoch 1631 | loss: 0.0310907 | val_loss: 0.031159 | Time: 1565.4 ms [2021-10-22 11:52:52 main:574] : INFO : Epoch 1632 | loss: 0.0310727 | val_loss: 0.0311622 | Time: 1656.17 ms [2021-10-22 11:52:54 main:574] : INFO : Epoch 1633 | loss: 0.0310564 | val_loss: 0.0311725 | Time: 1575.64 ms [2021-10-22 11:52:55 main:574] : INFO : Epoch 1634 | loss: 0.0310436 | val_loss: 0.0311783 | Time: 1555.64 ms [2021-10-22 11:52:57 main:574] : INFO : Epoch 1635 | loss: 0.0310305 | val_loss: 0.0311964 | Time: 1552.88 ms [2021-10-22 11:52:58 main:574] : INFO : Epoch 1636 | loss: 0.0310141 | val_loss: 0.0312143 | Time: 1566.2 ms [2021-10-22 11:53:00 main:574] : INFO : Epoch 1637 | loss: 0.0309974 | val_loss: 0.031202 | Time: 1566.36 ms [2021-10-22 11:53:02 main:574] : INFO : Epoch 1638 | loss: 0.0309827 | val_loss: 0.0312543 | Time: 1623.28 ms [2021-10-22 11:53:03 main:574] : INFO : Epoch 1639 | loss: 0.0309727 | val_loss: 0.0312594 | Time: 1552.56 ms [2021-10-22 11:53:05 main:574] : INFO : Epoch 1640 | loss: 0.0309717 | val_loss: 0.031261 | Time: 1563.92 ms [2021-10-22 11:53:06 main:574] : INFO : Epoch 1641 | loss: 0.030965 | val_loss: 0.0312065 | Time: 1565.83 ms [2021-10-22 11:53:08 main:574] : INFO : Epoch 1642 | loss: 0.0309711 | val_loss: 0.0312337 | Time: 1554.42 ms [2021-10-22 11:53:09 main:574] : INFO : Epoch 1643 | loss: 0.030966 | val_loss: 0.031247 | Time: 1557.07 ms [2021-10-22 11:53:11 main:574] : INFO : Epoch 1644 | loss: 0.0309732 | val_loss: 0.031223 | Time: 1563.93 ms [2021-10-22 11:53:13 main:574] : INFO : Epoch 1645 | loss: 0.0309679 | val_loss: 0.0312444 | Time: 1574.31 ms [2021-10-22 11:53:14 main:574] : INFO : Epoch 1646 | loss: 0.0309638 | val_loss: 0.0312422 | Time: 1563.94 ms [2021-10-22 11:53:16 main:574] : INFO : Epoch 1647 | loss: 0.0309656 | val_loss: 0.0312409 | Time: 1558.89 ms [2021-10-22 11:53:17 main:574] : INFO : Epoch 1648 | loss: 0.0309615 | val_loss: 0.0312505 | Time: 1577.31 ms [2021-10-22 11:53:19 main:574] : INFO : Epoch 1649 | loss: 0.0309697 | val_loss: 0.0312688 | Time: 1549.08 ms [2021-10-22 11:53:21 main:574] : INFO : Epoch 1650 | loss: 0.0309635 | val_loss: 0.0312391 | Time: 1574.52 ms [2021-10-22 11:53:22 main:574] : INFO : Epoch 1651 | loss: 0.0309669 | val_loss: 0.0312513 | Time: 1565.45 ms [2021-10-22 11:53:24 main:574] : INFO : Epoch 1652 | loss: 0.030957 | val_loss: 0.0312511 | Time: 1563.93 ms [2021-10-22 11:53:25 main:574] : INFO : Epoch 1653 | loss: 0.0309602 | val_loss: 0.0312308 | Time: 1557.06 ms [2021-10-22 11:53:27 main:574] : INFO : Epoch 1654 | loss: 0.030965 | val_loss: 0.031238 | Time: 1560.9 ms [2021-10-22 11:53:29 main:574] : INFO : Epoch 1655 | loss: 0.0309664 | val_loss: 0.0312932 | Time: 1629.89 ms [2021-10-22 11:53:30 main:574] : INFO : Epoch 1656 | loss: 0.0310011 | val_loss: 0.0312253 | Time: 1558.34 ms [2021-10-22 11:53:32 main:574] : INFO : Epoch 1657 | loss: 0.0309834 | val_loss: 0.0312564 | Time: 1576.19 ms [2021-10-22 11:53:33 main:574] : INFO : Epoch 1658 | loss: 0.0309696 | val_loss: 0.031266 | Time: 1547.5 ms [2021-10-22 11:53:35 main:574] : INFO : Epoch 1659 | loss: 0.0309668 | val_loss: 0.0312478 | Time: 1563.48 ms [2021-10-22 11:53:36 main:574] : INFO : Epoch 1660 | loss: 0.0310034 | val_loss: 0.0312624 | Time: 1561.76 ms [2021-10-22 11:53:38 main:574] : INFO : Epoch 1661 | loss: 0.0309886 | val_loss: 0.0312546 | Time: 1572.49 ms [2021-10-22 11:53:40 main:574] : INFO : Epoch 1662 | loss: 0.0309724 | val_loss: 0.031265 | Time: 1562.73 ms [2021-10-22 11:53:41 main:574] : INFO : Epoch 1663 | loss: 0.0309681 | val_loss: 0.0312596 | Time: 1559.8 ms [2021-10-22 11:53:43 main:574] : INFO : Epoch 1664 | loss: 0.0309671 | val_loss: 0.0312424 | Time: 1576.55 ms [2021-10-22 11:53:44 main:574] : INFO : Epoch 1665 | loss: 0.03096 | val_loss: 0.0312375 | Time: 1553.35 ms [2021-10-22 11:53:46 main:574] : INFO : Epoch 1666 | loss: 0.0309587 | val_loss: 0.0312785 | Time: 1569.09 ms [2021-10-22 11:53:48 main:574] : INFO : Epoch 1667 | loss: 0.0309789 | val_loss: 0.0312255 | Time: 1636.5 ms [2021-10-22 11:53:49 main:574] : INFO : Epoch 1668 | loss: 0.0309878 | val_loss: 0.0311984 | Time: 1559.13 ms [2021-10-22 11:53:51 main:574] : INFO : Epoch 1669 | loss: 0.0310667 | val_loss: 0.0311967 | Time: 1576.12 ms [2021-10-22 11:53:52 main:574] : INFO : Epoch 1670 | loss: 0.0310256 | val_loss: 0.0312266 | Time: 1555.54 ms [2021-10-22 11:53:54 main:574] : INFO : Epoch 1671 | loss: 0.0309948 | val_loss: 0.0312065 | Time: 1555.91 ms [2021-10-22 11:53:55 main:574] : INFO : Epoch 1672 | loss: 0.0309826 | val_loss: 0.0312234 | Time: 1556.97 ms [2021-10-22 11:53:57 main:574] : INFO : Epoch 1673 | loss: 0.0309814 | val_loss: 0.0312776 | Time: 1553.16 ms [2021-10-22 11:53:59 main:574] : INFO : Epoch 1674 | loss: 0.030974 | val_loss: 0.0312708 | Time: 1562.14 ms [2021-10-22 11:54:00 main:574] : INFO : Epoch 1675 | loss: 0.0309683 | val_loss: 0.0312498 | Time: 1567.15 ms [2021-10-22 11:54:02 main:574] : INFO : Epoch 1676 | loss: 0.0309591 | val_loss: 0.0312554 | Time: 1624.55 ms [2021-10-22 11:54:03 main:574] : INFO : Epoch 1677 | loss: 0.0309642 | val_loss: 0.031243 | Time: 1549.82 ms [2021-10-22 11:54:05 main:574] : INFO : Epoch 1678 | loss: 0.0309717 | val_loss: 0.0312589 | Time: 1561.02 ms [2021-10-22 11:54:07 main:574] : INFO : Epoch 1679 | loss: 0.0309639 | val_loss: 0.0312453 | Time: 1563.34 ms [2021-10-22 11:54:08 main:574] : INFO : Epoch 1680 | loss: 0.0309773 | val_loss: 0.031238 | Time: 1560.89 ms [2021-10-22 11:54:10 main:574] : INFO : Epoch 1681 | loss: 0.030974 | val_loss: 0.031259 | Time: 1564.32 ms [2021-10-22 11:54:11 main:574] : INFO : Epoch 1682 | loss: 0.0309628 | val_loss: 0.0312583 | Time: 1576.64 ms [2021-10-22 11:54:13 main:574] : INFO : Epoch 1683 | loss: 0.030961 | val_loss: 0.0312673 | Time: 1568.95 ms [2021-10-22 11:54:14 main:574] : INFO : Epoch 1684 | loss: 0.030963 | val_loss: 0.0312323 | Time: 1544.59 ms [2021-10-22 11:54:16 main:574] : INFO : Epoch 1685 | loss: 0.0309672 | val_loss: 0.0312489 | Time: 1542.25 ms [2021-10-22 11:54:18 main:574] : INFO : Epoch 1686 | loss: 0.0309769 | val_loss: 0.0312066 | Time: 1551.91 ms [2021-10-22 11:54:19 main:574] : INFO : Epoch 1687 | loss: 0.0309747 | val_loss: 0.0312715 | Time: 1560 ms [2021-10-22 11:54:21 main:574] : INFO : Epoch 1688 | loss: 0.0309662 | val_loss: 0.0312727 | Time: 1571.62 ms [2021-10-22 11:54:22 main:574] : INFO : Epoch 1689 | loss: 0.0309786 | val_loss: 0.0312681 | Time: 1549.46 ms [2021-10-22 11:54:24 main:574] : INFO : Epoch 1690 | loss: 0.0309888 | val_loss: 0.0312455 | Time: 1563.32 ms [2021-10-22 11:54:25 main:574] : INFO : Epoch 1691 | loss: 0.0309703 | val_loss: 0.0312623 | Time: 1554.92 ms [2021-10-22 11:54:27 main:574] : INFO : Epoch 1692 | loss: 0.0309692 | val_loss: 0.0312429 | Time: 1555.81 ms [2021-10-22 11:54:29 main:574] : INFO : Epoch 1693 | loss: 0.0309704 | val_loss: 0.0312565 | Time: 1572.03 ms [2021-10-22 11:54:30 main:574] : INFO : Epoch 1694 | loss: 0.030964 | val_loss: 0.0312569 | Time: 1558.41 ms [2021-10-22 11:54:32 main:574] : INFO : Epoch 1695 | loss: 0.0309799 | val_loss: 0.031267 | Time: 1651.52 ms [2021-10-22 11:54:33 main:574] : INFO : Epoch 1696 | loss: 0.0309662 | val_loss: 0.0312431 | Time: 1563.73 ms [2021-10-22 11:54:35 main:574] : INFO : Epoch 1697 | loss: 0.0309588 | val_loss: 0.0312569 | Time: 1566.92 ms [2021-10-22 11:54:37 main:574] : INFO : Epoch 1698 | loss: 0.0309711 | val_loss: 0.0312465 | Time: 1555.98 ms [2021-10-22 11:54:38 main:574] : INFO : Epoch 1699 | loss: 0.0309912 | val_loss: 0.0312586 | Time: 1564.88 ms [2021-10-22 11:54:40 main:574] : INFO : Epoch 1700 | loss: 0.0309895 | val_loss: 0.0312448 | Time: 1563.56 ms [2021-10-22 11:54:41 main:574] : INFO : Epoch 1701 | loss: 0.0309693 | val_loss: 0.0312265 | Time: 1556.99 ms [2021-10-22 11:54:43 main:574] : INFO : Epoch 1702 | loss: 0.0309654 | val_loss: 0.0312355 | Time: 1578.89 ms [2021-10-22 11:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0310385 | val_loss: 0.0311854 | Time: 1564.32 ms [2021-10-22 11:54:46 main:574] : INFO : Epoch 1704 | loss: 0.0310652 | val_loss: 0.0311935 | Time: 1567.05 ms [2021-10-22 11:54:48 main:574] : INFO : Epoch 1705 | loss: 0.0310263 | val_loss: 0.0312077 | Time: 1559.58 ms [2021-10-22 11:54:49 main:574] : INFO : Epoch 1706 | loss: 0.0309905 | val_loss: 0.0312561 | Time: 1613.86 ms [2021-10-22 11:54:51 main:574] : INFO : Epoch 1707 | loss: 0.0309763 | val_loss: 0.031233 | Time: 1572.52 ms [2021-10-22 11:54:52 main:574] : INFO : Epoch 1708 | loss: 0.0309643 | val_loss: 0.031223 | Time: 1541.17 ms [2021-10-22 11:54:54 main:574] : INFO : Epoch 1709 | loss: 0.0309687 | val_loss: 0.0312537 | Time: 1557.7 ms [2021-10-22 11:54:56 main:574] : INFO : Epoch 1710 | loss: 0.0309602 | val_loss: 0.031252 | Time: 1557.15 ms [2021-10-22 11:54:57 main:574] : INFO : Epoch 1711 | loss: 0.0309646 | val_loss: 0.0312518 | Time: 1569.6 ms [2021-10-22 11:54:59 main:574] : INFO : Epoch 1712 | loss: 0.0309685 | val_loss: 0.0312402 | Time: 1564.79 ms [2021-10-22 11:55:00 main:574] : INFO : Epoch 1713 | loss: 0.0309743 | val_loss: 0.0312547 | Time: 1572.97 ms [2021-10-22 11:55:02 main:574] : INFO : Epoch 1714 | loss: 0.0309729 | val_loss: 0.031249 | Time: 1562.89 ms [2021-10-22 11:55:04 main:574] : INFO : Epoch 1715 | loss: 0.030965 | val_loss: 0.0312574 | Time: 1565.49 ms [2021-10-22 11:55:05 main:574] : INFO : Epoch 1716 | loss: 0.0309686 | val_loss: 0.0312156 | Time: 1561.06 ms [2021-10-22 11:55:07 main:574] : INFO : Epoch 1717 | loss: 0.0309619 | val_loss: 0.0312435 | Time: 1636.92 ms [2021-10-22 11:55:08 main:574] : INFO : Epoch 1718 | loss: 0.0309649 | val_loss: 0.0312714 | Time: 1568 ms [2021-10-22 11:55:10 main:574] : INFO : Epoch 1719 | loss: 0.0309649 | val_loss: 0.0312554 | Time: 1558.74 ms [2021-10-22 11:55:11 main:574] : INFO : Epoch 1720 | loss: 0.0309617 | val_loss: 0.0312357 | Time: 1563.03 ms [2021-10-22 11:55:13 main:574] : INFO : Epoch 1721 | loss: 0.0309668 | val_loss: 0.0312554 | Time: 1556.53 ms [2021-10-22 11:55:15 main:574] : INFO : Epoch 1722 | loss: 0.0309776 | val_loss: 0.0312314 | Time: 1550.29 ms [2021-10-22 11:55:16 main:574] : INFO : Epoch 1723 | loss: 0.0309631 | val_loss: 0.0312617 | Time: 1560.23 ms [2021-10-22 11:55:18 main:574] : INFO : Epoch 1724 | loss: 0.0309695 | val_loss: 0.0312427 | Time: 1569.92 ms [2021-10-22 11:55:19 main:574] : INFO : Epoch 1725 | loss: 0.0309643 | val_loss: 0.0312455 | Time: 1564.91 ms [2021-10-22 11:55:21 main:574] : INFO : Epoch 1726 | loss: 0.0309683 | val_loss: 0.0312444 | Time: 1542.85 ms [2021-10-22 11:55:22 main:574] : INFO : Epoch 1727 | loss: 0.0309795 | val_loss: 0.031242 | Time: 1545.27 ms [2021-10-22 11:55:24 main:574] : INFO : Epoch 1728 | loss: 0.0309795 | val_loss: 0.0312453 | Time: 1561.65 ms [2021-10-22 11:55:26 main:574] : INFO : Epoch 1729 | loss: 0.0309728 | val_loss: 0.0312403 | Time: 1628.01 ms [2021-10-22 11:55:27 main:574] : INFO : Epoch 1730 | loss: 0.0309749 | val_loss: 0.0312217 | Time: 1561.3 ms [2021-10-22 11:55:29 main:574] : INFO : Epoch 1731 | loss: 0.0309727 | val_loss: 0.0312233 | Time: 1561.58 ms [2021-10-22 11:55:31 main:574] : INFO : Epoch 1732 | loss: 0.0309683 | val_loss: 0.0312266 | Time: 1558.13 ms [2021-10-22 11:55:32 main:574] : INFO : Epoch 1733 | loss: 0.0309664 | val_loss: 0.0312436 | Time: 1554.77 ms [2021-10-22 11:55:34 main:574] : INFO : Epoch 1734 | loss: 0.0309696 | val_loss: 0.031226 | Time: 1553.82 ms [2021-10-22 11:55:35 main:574] : INFO : Epoch 1735 | loss: 0.030966 | val_loss: 0.0312555 | Time: 1548.53 ms [2021-10-22 11:55:37 main:574] : INFO : Epoch 1736 | loss: 0.0309543 | val_loss: 0.0312695 | Time: 1559.99 ms [2021-10-22 11:55:38 main:574] : INFO : Epoch 1737 | loss: 0.0309546 | val_loss: 0.0312481 | Time: 1568.95 ms [2021-10-22 11:55:40 main:574] : INFO : Epoch 1738 | loss: 0.0309599 | val_loss: 0.0312422 | Time: 1565.34 ms [2021-10-22 11:55:42 main:574] : INFO : Epoch 1739 | loss: 0.0309602 | val_loss: 0.0312384 | Time: 1611.2 ms [2021-10-22 11:55:43 main:574] : INFO : Epoch 1740 | loss: 0.0309719 | val_loss: 0.0312384 | Time: 1561.86 ms [2021-10-22 11:55:45 main:574] : INFO : Epoch 1741 | loss: 0.0309778 | val_loss: 0.0312299 | Time: 1550.34 ms [2021-10-22 11:55:46 main:574] : INFO : Epoch 1742 | loss: 0.0309644 | val_loss: 0.0312485 | Time: 1564.54 ms [2021-10-22 11:55:48 main:574] : INFO : Epoch 1743 | loss: 0.0309613 | val_loss: 0.0312528 | Time: 1561.21 ms [2021-10-22 11:55:50 main:574] : INFO : Epoch 1744 | loss: 0.0309708 | val_loss: 0.0312512 | Time: 1565.79 ms [2021-10-22 11:55:51 main:574] : INFO : Epoch 1745 | loss: 0.0309633 | val_loss: 0.0312225 | Time: 1548.29 ms [2021-10-22 11:55:53 main:574] : INFO : Epoch 1746 | loss: 0.0309696 | val_loss: 0.0312438 | Time: 1572.82 ms [2021-10-22 11:55:54 main:574] : INFO : Epoch 1747 | loss: 0.0309706 | val_loss: 0.0312252 | Time: 1566.98 ms [2021-10-22 11:55:56 main:574] : INFO : Epoch 1748 | loss: 0.0309788 | val_loss: 0.0312586 | Time: 1559.25 ms [2021-10-22 11:55:57 main:574] : INFO : Epoch 1749 | loss: 0.0309649 | val_loss: 0.0312327 | Time: 1558.93 ms [2021-10-22 11:55:59 main:574] : INFO : Epoch 1750 | loss: 0.0309668 | val_loss: 0.0312405 | Time: 1560.71 ms [2021-10-22 11:56:01 main:574] : INFO : Epoch 1751 | loss: 0.0309731 | val_loss: 0.0312467 | Time: 1568.85 ms [2021-10-22 11:56:02 main:574] : INFO : Epoch 1752 | loss: 0.0309709 | val_loss: 0.0312533 | Time: 1555.1 ms [2021-10-22 11:56:04 main:574] : INFO : Epoch 1753 | loss: 0.0309639 | val_loss: 0.0312668 | Time: 1615.51 ms [2021-10-22 11:56:05 main:574] : INFO : Epoch 1754 | loss: 0.0309679 | val_loss: 0.0312271 | Time: 1540.63 ms [2021-10-22 11:56:07 main:574] : INFO : Epoch 1755 | loss: 0.0309674 | val_loss: 0.0312517 | Time: 1545.95 ms [2021-10-22 11:56:09 main:574] : INFO : Epoch 1756 | loss: 0.0309624 | val_loss: 0.0312657 | Time: 1559.45 ms [2021-10-22 11:56:10 main:574] : INFO : Epoch 1757 | loss: 0.0309701 | val_loss: 0.0312632 | Time: 1553.41 ms [2021-10-22 11:56:12 main:574] : INFO : Epoch 1758 | loss: 0.030976 | val_loss: 0.0312751 | Time: 1558.52 ms [2021-10-22 11:56:13 main:574] : INFO : Epoch 1759 | loss: 0.0309631 | val_loss: 0.0312615 | Time: 1554.59 ms [2021-10-22 11:56:15 main:574] : INFO : Epoch 1760 | loss: 0.0309679 | val_loss: 0.0312653 | Time: 1548.54 ms [2021-10-22 11:56:16 main:574] : INFO : Epoch 1761 | loss: 0.0309627 | val_loss: 0.0312807 | Time: 1570.13 ms [2021-10-22 11:56:18 main:574] : INFO : Epoch 1762 | loss: 0.0309644 | val_loss: 0.0312614 | Time: 1557.75 ms [2021-10-22 11:56:20 main:574] : INFO : Epoch 1763 | loss: 0.0309671 | val_loss: 0.0312512 | Time: 1561.11 ms [2021-10-22 11:56:21 main:574] : INFO : Epoch 1764 | loss: 0.0309948 | val_loss: 0.0312549 | Time: 1552.73 ms [2021-10-22 11:56:23 main:574] : INFO : Epoch 1765 | loss: 0.0309828 | val_loss: 0.031229 | Time: 1542.74 ms [2021-10-22 11:56:24 main:574] : INFO : Epoch 1766 | loss: 0.0309766 | val_loss: 0.0312502 | Time: 1547.4 ms [2021-10-22 11:56:26 main:574] : INFO : Epoch 1767 | loss: 0.0309597 | val_loss: 0.0312685 | Time: 1562.27 ms [2021-10-22 11:56:27 main:574] : INFO : Epoch 1768 | loss: 0.0309564 | val_loss: 0.0312589 | Time: 1564.22 ms [2021-10-22 11:56:29 main:574] : INFO : Epoch 1769 | loss: 0.0309649 | val_loss: 0.0312653 | Time: 1550.29 ms [2021-10-22 11:56:31 main:574] : INFO : Epoch 1770 | loss: 0.0309678 | val_loss: 0.0312569 | Time: 1646.38 ms [2021-10-22 11:56:32 main:574] : INFO : Epoch 1771 | loss: 0.0309652 | val_loss: 0.0312423 | Time: 1560.6 ms [2021-10-22 11:56:34 main:574] : INFO : Epoch 1772 | loss: 0.0309686 | val_loss: 0.0312744 | Time: 1559.62 ms [2021-10-22 11:56:36 main:574] : INFO : Epoch 1773 | loss: 0.0309672 | val_loss: 0.0312464 | Time: 1551.52 ms [2021-10-22 11:56:37 main:574] : INFO : Epoch 1774 | loss: 0.0309677 | val_loss: 0.0312526 | Time: 1546.95 ms [2021-10-22 11:56:39 main:574] : INFO : Epoch 1775 | loss: 0.030977 | val_loss: 0.0312487 | Time: 1552.96 ms [2021-10-22 11:56:40 main:574] : INFO : Epoch 1776 | loss: 0.0309817 | val_loss: 0.0312196 | Time: 1564.58 ms [2021-10-22 11:56:42 main:574] : INFO : Epoch 1777 | loss: 0.0309748 | val_loss: 0.031271 | Time: 1563.35 ms [2021-10-22 11:56:43 main:574] : INFO : Epoch 1778 | loss: 0.0309734 | val_loss: 0.0312589 | Time: 1569.5 ms [2021-10-22 11:56:45 main:574] : INFO : Epoch 1779 | loss: 0.030973 | val_loss: 0.031225 | Time: 1569.99 ms [2021-10-22 11:56:47 main:574] : INFO : Epoch 1780 | loss: 0.030961 | val_loss: 0.0312678 | Time: 1546.81 ms [2021-10-22 11:56:48 main:574] : INFO : Epoch 1781 | loss: 0.0309706 | val_loss: 0.0312766 | Time: 1553.82 ms [2021-10-22 11:56:50 main:574] : INFO : Epoch 1782 | loss: 0.0309659 | val_loss: 0.0312519 | Time: 1562.96 ms [2021-10-22 11:56:51 main:574] : INFO : Epoch 1783 | loss: 0.0309714 | val_loss: 0.031244 | Time: 1563.95 ms [2021-10-22 11:56:53 main:574] : INFO : Epoch 1784 | loss: 0.0309718 | val_loss: 0.0312368 | Time: 1565.86 ms [2021-10-22 11:56:55 main:574] : INFO : Epoch 1785 | loss: 0.030966 | val_loss: 0.0313008 | Time: 1620.15 ms [2021-10-22 11:56:56 main:574] : INFO : Epoch 1786 | loss: 0.0309698 | val_loss: 0.0312722 | Time: 1538.6 ms [2021-10-22 11:56:58 main:574] : INFO : Epoch 1787 | loss: 0.0309726 | val_loss: 0.0312562 | Time: 1567.83 ms [2021-10-22 11:56:59 main:574] : INFO : Epoch 1788 | loss: 0.030968 | val_loss: 0.031278 | Time: 1557.3 ms [2021-10-22 11:57:01 main:574] : INFO : Epoch 1789 | loss: 0.0310399 | val_loss: 0.0314471 | Time: 1559.29 ms [2021-10-22 11:57:02 main:574] : INFO : Epoch 1790 | loss: 0.0311744 | val_loss: 0.0312438 | Time: 1572.26 ms [2021-10-22 11:57:04 main:574] : INFO : Epoch 1791 | loss: 0.0309929 | val_loss: 0.0312455 | Time: 1556.48 ms [2021-10-22 11:57:06 main:574] : INFO : Epoch 1792 | loss: 0.0309718 | val_loss: 0.0312455 | Time: 1553.71 ms [2021-10-22 11:57:07 main:574] : INFO : Epoch 1793 | loss: 0.0309674 | val_loss: 0.0312715 | Time: 1565.49 ms [2021-10-22 11:57:09 main:574] : INFO : Epoch 1794 | loss: 0.0309719 | val_loss: 0.0312174 | Time: 1559.18 ms [2021-10-22 11:57:10 main:574] : INFO : Epoch 1795 | loss: 0.0309764 | val_loss: 0.0312252 | Time: 1610.48 ms [2021-10-22 11:57:12 main:574] : INFO : Epoch 1796 | loss: 0.0309646 | val_loss: 0.0312637 | Time: 1554.82 ms [2021-10-22 11:57:13 main:574] : INFO : Epoch 1797 | loss: 0.0309659 | val_loss: 0.0312412 | Time: 1556.52 ms [2021-10-22 11:57:15 main:574] : INFO : Epoch 1798 | loss: 0.0309574 | val_loss: 0.0312695 | Time: 1568.79 ms [2021-10-22 11:57:17 main:574] : INFO : Epoch 1799 | loss: 0.0309626 | val_loss: 0.0312436 | Time: 1547.85 ms [2021-10-22 11:57:18 main:574] : INFO : Epoch 1800 | loss: 0.030983 | val_loss: 0.031226 | Time: 1557.2 ms [2021-10-22 11:57:20 main:574] : INFO : Epoch 1801 | loss: 0.030976 | val_loss: 0.0312355 | Time: 1561.27 ms [2021-10-22 11:57:21 main:574] : INFO : Epoch 1802 | loss: 0.0309658 | val_loss: 0.0312427 | Time: 1563.33 ms [2021-10-22 11:57:23 main:574] : INFO : Epoch 1803 | loss: 0.0309861 | val_loss: 0.0312849 | Time: 1573.25 ms [2021-10-22 11:57:25 main:574] : INFO : Epoch 1804 | loss: 0.0309742 | val_loss: 0.031251 | Time: 1555.1 ms [2021-10-22 11:57:26 main:574] : INFO : Epoch 1805 | loss: 0.030962 | val_loss: 0.0312656 | Time: 1561.69 ms [2021-10-22 11:57:28 main:574] : INFO : Epoch 1806 | loss: 0.0309585 | val_loss: 0.0312584 | Time: 1562.78 ms [2021-10-22 11:57:29 main:574] : INFO : Epoch 1807 | loss: 0.0309595 | val_loss: 0.0312605 | Time: 1561.45 ms [2021-10-22 11:57:31 main:574] : INFO : Epoch 1808 | loss: 0.0309646 | val_loss: 0.0312663 | Time: 1562.78 ms [2021-10-22 11:57:32 main:574] : INFO : Epoch 1809 | loss: 0.0309789 | val_loss: 0.0312324 | Time: 1627.62 ms [2021-10-22 11:57:34 main:574] : INFO : Epoch 1810 | loss: 0.0309773 | val_loss: 0.0312229 | Time: 1551.51 ms [2021-10-22 11:57:36 main:574] : INFO : Epoch 1811 | loss: 0.0309867 | val_loss: 0.0312065 | Time: 1555.43 ms [2021-10-22 11:57:37 main:574] : INFO : Epoch 1812 | loss: 0.0309859 | val_loss: 0.0312355 | Time: 1547.21 ms [2021-10-22 11:57:39 main:574] : INFO : Epoch 1813 | loss: 0.0309954 | val_loss: 0.0312376 | Time: 1556.56 ms [2021-10-22 11:57:40 main:574] : INFO : Epoch 1814 | loss: 0.030971 | val_loss: 0.0312416 | Time: 1561.66 ms [2021-10-22 11:57:42 main:574] : INFO : Epoch 1815 | loss: 0.0309585 | val_loss: 0.0312547 | Time: 1568.42 ms [2021-10-22 11:57:44 main:574] : INFO : Epoch 1816 | loss: 0.030958 | val_loss: 0.0312491 | Time: 1556.14 ms [2021-10-22 11:57:45 main:574] : INFO : Epoch 1817 | loss: 0.0309647 | val_loss: 0.0312512 | Time: 1562.71 ms [2021-10-22 11:57:47 main:574] : INFO : Epoch 1818 | loss: 0.0309653 | val_loss: 0.0312602 | Time: 1569.63 ms [2021-10-22 11:57:48 main:574] : INFO : Epoch 1819 | loss: 0.0309695 | val_loss: 0.0312482 | Time: 1559.98 ms [2021-10-22 11:57:50 main:574] : INFO : Epoch 1820 | loss: 0.030984 | val_loss: 0.0312392 | Time: 1562.59 ms [2021-10-22 11:57:51 main:574] : INFO : Epoch 1821 | loss: 0.0309793 | val_loss: 0.0312562 | Time: 1555.05 ms [2021-10-22 11:57:53 main:574] : INFO : Epoch 1822 | loss: 0.030963 | val_loss: 0.0312613 | Time: 1566.03 ms [2021-10-22 11:57:55 main:574] : INFO : Epoch 1823 | loss: 0.0309532 | val_loss: 0.0312438 | Time: 1553.72 ms [2021-10-22 11:57:56 main:574] : INFO : Epoch 1824 | loss: 0.0309625 | val_loss: 0.03126 | Time: 1558.6 ms [2021-10-22 11:57:58 main:574] : INFO : Epoch 1825 | loss: 0.0309776 | val_loss: 0.0312524 | Time: 1611.24 ms [2021-10-22 11:57:59 main:574] : INFO : Epoch 1826 | loss: 0.0309755 | val_loss: 0.0312676 | Time: 1565.47 ms [2021-10-22 11:58:01 main:574] : INFO : Epoch 1827 | loss: 0.0309679 | val_loss: 0.0312449 | Time: 1578.93 ms [2021-10-22 11:58:03 main:574] : INFO : Epoch 1828 | loss: 0.0309619 | val_loss: 0.0312412 | Time: 1556.73 ms [2021-10-22 11:58:04 main:574] : INFO : Epoch 1829 | loss: 0.030968 | val_loss: 0.0312328 | Time: 1575.7 ms [2021-10-22 11:58:06 main:574] : INFO : Epoch 1830 | loss: 0.0309623 | val_loss: 0.0312728 | Time: 1559.42 ms [2021-10-22 11:58:07 main:574] : INFO : Epoch 1831 | loss: 0.0309688 | val_loss: 0.0312517 | Time: 1563.48 ms [2021-10-22 11:58:09 main:574] : INFO : Epoch 1832 | loss: 0.0309583 | val_loss: 0.0312343 | Time: 1565.19 ms [2021-10-22 11:58:10 main:574] : INFO : Epoch 1833 | loss: 0.0309842 | val_loss: 0.0312132 | Time: 1545.68 ms [2021-10-22 11:58:12 main:574] : INFO : Epoch 1834 | loss: 0.0309975 | val_loss: 0.0312656 | Time: 1558.96 ms [2021-10-22 11:58:14 main:574] : INFO : Epoch 1835 | loss: 0.0309792 | val_loss: 0.0312595 | Time: 1559.18 ms [2021-10-22 11:58:15 main:574] : INFO : Epoch 1836 | loss: 0.0309732 | val_loss: 0.0312803 | Time: 1556.31 ms [2021-10-22 11:58:17 main:574] : INFO : Epoch 1837 | loss: 0.030961 | val_loss: 0.0312473 | Time: 1562.52 ms [2021-10-22 11:58:18 main:574] : INFO : Epoch 1838 | loss: 0.0309638 | val_loss: 0.0312552 | Time: 1564.01 ms [2021-10-22 11:58:20 main:574] : INFO : Epoch 1839 | loss: 0.0309663 | val_loss: 0.0312653 | Time: 1609.11 ms [2021-10-22 11:58:21 main:574] : INFO : Epoch 1840 | loss: 0.0309604 | val_loss: 0.0312489 | Time: 1553.03 ms [2021-10-22 11:58:23 main:574] : INFO : Epoch 1841 | loss: 0.0309656 | val_loss: 0.0312534 | Time: 1562.37 ms [2021-10-22 11:58:25 main:574] : INFO : Epoch 1842 | loss: 0.0309566 | val_loss: 0.0312553 | Time: 1571.19 ms [2021-10-22 11:58:26 main:574] : INFO : Epoch 1843 | loss: 0.0309582 | val_loss: 0.031263 | Time: 1570.99 ms [2021-10-22 11:58:28 main:574] : INFO : Epoch 1844 | loss: 0.0310286 | val_loss: 0.0312313 | Time: 1543.37 ms [2021-10-22 11:58:29 main:574] : INFO : Epoch 1845 | loss: 0.0310236 | val_loss: 0.0312129 | Time: 1573.56 ms [2021-10-22 11:58:31 main:574] : INFO : Epoch 1846 | loss: 0.0309963 | val_loss: 0.031225 | Time: 1551.06 ms [2021-10-22 11:58:33 main:574] : INFO : Epoch 1847 | loss: 0.0309753 | val_loss: 0.031234 | Time: 1630.84 ms [2021-10-22 11:58:34 main:574] : INFO : Epoch 1848 | loss: 0.0309698 | val_loss: 0.0312564 | Time: 1551.6 ms [2021-10-22 11:58:36 main:574] : INFO : Epoch 1849 | loss: 0.0309745 | val_loss: 0.0312329 | Time: 1552.27 ms [2021-10-22 11:58:37 main:574] : INFO : Epoch 1850 | loss: 0.0309774 | val_loss: 0.0312234 | Time: 1559.61 ms [2021-10-22 11:58:39 main:574] : INFO : Epoch 1851 | loss: 0.0309581 | val_loss: 0.0312628 | Time: 1551.05 ms [2021-10-22 11:58:40 main:574] : INFO : Epoch 1852 | loss: 0.0309641 | val_loss: 0.0312397 | Time: 1550.07 ms [2021-10-22 11:58:42 main:574] : INFO : Epoch 1853 | loss: 0.0309647 | val_loss: 0.0312585 | Time: 1556.67 ms [2021-10-22 11:58:44 main:574] : INFO : Epoch 1854 | loss: 0.0309525 | val_loss: 0.0312497 | Time: 1557.45 ms [2021-10-22 11:58:45 main:574] : INFO : Epoch 1855 | loss: 0.0309581 | val_loss: 0.0312946 | Time: 1569.59 ms [2021-10-22 11:58:47 main:574] : INFO : Epoch 1856 | loss: 0.030956 | val_loss: 0.0312808 | Time: 1553.01 ms [2021-10-22 11:58:48 main:574] : INFO : Epoch 1857 | loss: 0.0309536 | val_loss: 0.0312633 | Time: 1575.96 ms [2021-10-22 11:58:50 main:574] : INFO : Epoch 1858 | loss: 0.0309605 | val_loss: 0.0312434 | Time: 1569.7 ms [2021-10-22 11:58:52 main:574] : INFO : Epoch 1859 | loss: 0.0309601 | val_loss: 0.0312609 | Time: 1568.3 ms [2021-10-22 11:58:53 main:574] : INFO : Epoch 1860 | loss: 0.0309643 | val_loss: 0.0312503 | Time: 1550.38 ms [2021-10-22 11:58:55 main:574] : INFO : Epoch 1861 | loss: 0.0309641 | val_loss: 0.0312432 | Time: 1557.2 ms [2021-10-22 11:58:56 main:574] : INFO : Epoch 1862 | loss: 0.0309744 | val_loss: 0.0312966 | Time: 1548.01 ms [2021-10-22 11:58:58 main:574] : INFO : Epoch 1863 | loss: 0.0309739 | val_loss: 0.0312355 | Time: 1558.81 ms [2021-10-22 11:58:59 main:574] : INFO : Epoch 1864 | loss: 0.0309576 | val_loss: 0.0312374 | Time: 1558.27 ms [2021-10-22 11:59:01 main:574] : INFO : Epoch 1865 | loss: 0.0309667 | val_loss: 0.0312758 | Time: 1571.46 ms [2021-10-22 11:59:03 main:574] : INFO : Epoch 1866 | loss: 0.0309749 | val_loss: 0.0312451 | Time: 1537.57 ms [2021-10-22 11:59:04 main:574] : INFO : Epoch 1867 | loss: 0.0309652 | val_loss: 0.0312434 | Time: 1559.44 ms [2021-10-22 11:59:06 main:574] : INFO : Epoch 1868 | loss: 0.0309649 | val_loss: 0.0312439 | Time: 1557.38 ms [2021-10-22 11:59:07 main:574] : INFO : Epoch 1869 | loss: 0.03101 | val_loss: 0.0312119 | Time: 1563.03 ms [2021-10-22 11:59:09 main:574] : INFO : Epoch 1870 | loss: 0.03103 | val_loss: 0.0312242 | Time: 1615.32 ms [2021-10-22 11:59:11 main:574] : INFO : Epoch 1871 | loss: 0.0309908 | val_loss: 0.0312352 | Time: 1564.54 ms [2021-10-22 11:59:12 main:574] : INFO : Epoch 1872 | loss: 0.0309633 | val_loss: 0.0312467 | Time: 1556.1 ms [2021-10-22 11:59:14 main:574] : INFO : Epoch 1873 | loss: 0.0309707 | val_loss: 0.0312567 | Time: 1553.43 ms [2021-10-22 11:59:15 main:574] : INFO : Epoch 1874 | loss: 0.0309707 | val_loss: 0.0312644 | Time: 1571.46 ms [2021-10-22 11:59:17 main:574] : INFO : Epoch 1875 | loss: 0.0309553 | val_loss: 0.0312643 | Time: 1544.09 ms [2021-10-22 11:59:18 main:574] : INFO : Epoch 1876 | loss: 0.0309596 | val_loss: 0.0312445 | Time: 1575.98 ms [2021-10-22 11:59:20 main:574] : INFO : Epoch 1877 | loss: 0.0309577 | val_loss: 0.0312749 | Time: 1558.33 ms [2021-10-22 11:59:22 main:574] : INFO : Epoch 1878 | loss: 0.0309674 | val_loss: 0.0312204 | Time: 1561.45 ms [2021-10-22 11:59:23 main:574] : INFO : Epoch 1879 | loss: 0.0309675 | val_loss: 0.0312552 | Time: 1551.1 ms [2021-10-22 11:59:25 main:574] : INFO : Epoch 1880 | loss: 0.0309635 | val_loss: 0.0312849 | Time: 1554.15 ms [2021-10-22 11:59:26 main:574] : INFO : Epoch 1881 | loss: 0.0309526 | val_loss: 0.0312444 | Time: 1584.78 ms [2021-10-22 11:59:28 main:574] : INFO : Epoch 1882 | loss: 0.0309548 | val_loss: 0.0312682 | Time: 1562.93 ms [2021-10-22 11:59:29 main:574] : INFO : Epoch 1883 | loss: 0.0309612 | val_loss: 0.0312753 | Time: 1563.39 ms [2021-10-22 11:59:31 main:574] : INFO : Epoch 1884 | loss: 0.0309693 | val_loss: 0.0312586 | Time: 1600.36 ms [2021-10-22 11:59:33 main:574] : INFO : Epoch 1885 | loss: 0.031 | val_loss: 0.0311978 | Time: 1558.51 ms [2021-10-22 11:59:34 main:574] : INFO : Epoch 1886 | loss: 0.0310063 | val_loss: 0.0312211 | Time: 1561.19 ms [2021-10-22 11:59:36 main:574] : INFO : Epoch 1887 | loss: 0.0309857 | val_loss: 0.0312397 | Time: 1566.2 ms [2021-10-22 11:59:37 main:574] : INFO : Epoch 1888 | loss: 0.0309664 | val_loss: 0.0312455 | Time: 1565.62 ms [2021-10-22 11:59:39 main:574] : INFO : Epoch 1889 | loss: 0.0309603 | val_loss: 0.0312481 | Time: 1563.01 ms [2021-10-22 11:59:41 main:574] : INFO : Epoch 1890 | loss: 0.0309745 | val_loss: 0.0311986 | Time: 1562.43 ms [2021-10-22 11:59:42 main:574] : INFO : Epoch 1891 | loss: 0.0309868 | val_loss: 0.0312519 | Time: 1558.08 ms [2021-10-22 11:59:44 main:574] : INFO : Epoch 1892 | loss: 0.0309618 | val_loss: 0.0312345 | Time: 1556.36 ms [2021-10-22 11:59:45 main:574] : INFO : Epoch 1893 | loss: 0.0309678 | val_loss: 0.0312485 | Time: 1566.96 ms [2021-10-22 11:59:47 main:574] : INFO : Epoch 1894 | loss: 0.0309774 | val_loss: 0.0312052 | Time: 1564.74 ms [2021-10-22 11:59:48 main:574] : INFO : Epoch 1895 | loss: 0.0309793 | val_loss: 0.0312631 | Time: 1583.6 ms [2021-10-22 11:59:50 main:574] : INFO : Epoch 1896 | loss: 0.0309713 | val_loss: 0.0312433 | Time: 1542.71 ms [2021-10-22 11:59:52 main:574] : INFO : Epoch 1897 | loss: 0.0309693 | val_loss: 0.0312496 | Time: 1560.59 ms [2021-10-22 11:59:53 main:574] : INFO : Epoch 1898 | loss: 0.0309563 | val_loss: 0.0312429 | Time: 1559.45 ms [2021-10-22 11:59:55 main:574] : INFO : Epoch 1899 | loss: 0.030955 | val_loss: 0.0312396 | Time: 1628.27 ms [2021-10-22 11:59:56 main:574] : INFO : Epoch 1900 | loss: 0.0309639 | val_loss: 0.0312444 | Time: 1553.6 ms [2021-10-22 11:59:58 main:574] : INFO : Epoch 1901 | loss: 0.0309696 | val_loss: 0.0312792 | Time: 1571.13 ms [2021-10-22 12:00:00 main:574] : INFO : Epoch 1902 | loss: 0.0309549 | val_loss: 0.0312568 | Time: 1562.67 ms [2021-10-22 12:00:01 main:574] : INFO : Epoch 1903 | loss: 0.0309604 | val_loss: 0.0312805 | Time: 1558.91 ms [2021-10-22 12:00:03 main:574] : INFO : Epoch 1904 | loss: 0.0309654 | val_loss: 0.0312642 | Time: 1548.9 ms [2021-10-22 12:00:04 main:574] : INFO : Epoch 1905 | loss: 0.0309593 | val_loss: 0.0312719 | Time: 1569.68 ms [2021-10-22 12:00:06 main:574] : INFO : Epoch 1906 | loss: 0.0310618 | val_loss: 0.0311688 | Time: 1557.92 ms [2021-10-22 12:00:07 main:574] : INFO : Epoch 1907 | loss: 0.0311379 | val_loss: 0.0311502 | Time: 1572.21 ms [2021-10-22 12:00:09 main:574] : INFO : Epoch 1908 | loss: 0.0311191 | val_loss: 0.0311484 | Time: 1560.69 ms [2021-10-22 12:00:11 main:574] : INFO : Epoch 1909 | loss: 0.0311034 | val_loss: 0.031146 | Time: 1623.53 ms [2021-10-22 12:00:12 main:574] : INFO : Epoch 1910 | loss: 0.0310912 | val_loss: 0.0311446 | Time: 1582.09 ms [2021-10-22 12:00:14 main:574] : INFO : Epoch 1911 | loss: 0.0310802 | val_loss: 0.0311468 | Time: 1548.62 ms [2021-10-22 12:00:15 main:574] : INFO : Epoch 1912 | loss: 0.0310695 | val_loss: 0.0311554 | Time: 1548.48 ms [2021-10-22 12:00:17 main:574] : INFO : Epoch 1913 | loss: 0.0310589 | val_loss: 0.0311684 | Time: 1559.89 ms [2021-10-22 12:00:19 main:574] : INFO : Epoch 1914 | loss: 0.0310415 | val_loss: 0.0311899 | Time: 1568.83 ms [2021-10-22 12:00:20 main:574] : INFO : Epoch 1915 | loss: 0.0310267 | val_loss: 0.0311951 | Time: 1556.1 ms [2021-10-22 12:00:22 main:574] : INFO : Epoch 1916 | loss: 0.0310081 | val_loss: 0.0312207 | Time: 1557.21 ms [2021-10-22 12:00:23 main:574] : INFO : Epoch 1917 | loss: 0.0309844 | val_loss: 0.0312479 | Time: 1559.63 ms [2021-10-22 12:00:25 main:574] : INFO : Epoch 1918 | loss: 0.0309707 | val_loss: 0.0312305 | Time: 1565.49 ms [2021-10-22 12:00:26 main:574] : INFO : Epoch 1919 | loss: 0.0309705 | val_loss: 0.0312271 | Time: 1550.71 ms [2021-10-22 12:00:28 main:574] : INFO : Epoch 1920 | loss: 0.0309633 | val_loss: 0.0312385 | Time: 1564.39 ms [2021-10-22 12:00:30 main:574] : INFO : Epoch 1921 | loss: 0.0309641 | val_loss: 0.0312301 | Time: 1544.21 ms [2021-10-22 12:00:31 main:574] : INFO : Epoch 1922 | loss: 0.0309581 | val_loss: 0.0312564 | Time: 1577.55 ms [2021-10-22 12:00:33 main:574] : INFO : Epoch 1923 | loss: 0.0310076 | val_loss: 0.0312166 | Time: 1549.79 ms [2021-10-22 12:00:34 main:574] : INFO : Epoch 1924 | loss: 0.0309857 | val_loss: 0.0312379 | Time: 1597.84 ms [2021-10-22 12:00:36 main:574] : INFO : Epoch 1925 | loss: 0.0309615 | val_loss: 0.0312486 | Time: 1564.85 ms [2021-10-22 12:00:38 main:574] : INFO : Epoch 1926 | loss: 0.0309782 | val_loss: 0.031217 | Time: 1575.18 ms [2021-10-22 12:00:39 main:574] : INFO : Epoch 1927 | loss: 0.0309744 | val_loss: 0.0312215 | Time: 1561.64 ms [2021-10-22 12:00:41 main:574] : INFO : Epoch 1928 | loss: 0.030988 | val_loss: 0.03124 | Time: 1562.19 ms [2021-10-22 12:00:42 main:574] : INFO : Epoch 1929 | loss: 0.0309843 | val_loss: 0.0312221 | Time: 1588.72 ms [2021-10-22 12:00:44 main:574] : INFO : Epoch 1930 | loss: 0.0309807 | val_loss: 0.0312696 | Time: 1559.06 ms [2021-10-22 12:00:45 main:574] : INFO : Epoch 1931 | loss: 0.0309697 | val_loss: 0.0312412 | Time: 1554.44 ms [2021-10-22 12:00:47 main:574] : INFO : Epoch 1932 | loss: 0.0309647 | val_loss: 0.0312543 | Time: 1563.31 ms [2021-10-22 12:00:49 main:574] : INFO : Epoch 1933 | loss: 0.0309631 | val_loss: 0.0312402 | Time: 1564.48 ms [2021-10-22 12:00:50 main:574] : INFO : Epoch 1934 | loss: 0.0309734 | val_loss: 0.0312172 | Time: 1551.32 ms [2021-10-22 12:00:52 main:574] : INFO : Epoch 1935 | loss: 0.0309716 | val_loss: 0.0312362 | Time: 1562.01 ms [2021-10-22 12:00:53 main:574] : INFO : Epoch 1936 | loss: 0.0309662 | val_loss: 0.0312445 | Time: 1547.11 ms [2021-10-22 12:00:55 main:574] : INFO : Epoch 1937 | loss: 0.0309672 | val_loss: 0.0312455 | Time: 1566.12 ms [2021-10-22 12:00:56 main:574] : INFO : Epoch 1938 | loss: 0.0309647 | val_loss: 0.0312526 | Time: 1558.87 ms [2021-10-22 12:00:58 main:574] : INFO : Epoch 1939 | loss: 0.0309625 | val_loss: 0.0312639 | Time: 1556.05 ms [2021-10-22 12:01:00 main:574] : INFO : Epoch 1940 | loss: 0.0309675 | val_loss: 0.0312756 | Time: 1558.12 ms [2021-10-22 12:01:01 main:574] : INFO : Epoch 1941 | loss: 0.0309579 | val_loss: 0.0312645 | Time: 1564.43 ms [2021-10-22 12:01:03 main:574] : INFO : Epoch 1942 | loss: 0.0309558 | val_loss: 0.0312675 | Time: 1566.13 ms [2021-10-22 12:01:04 main:574] : INFO : Epoch 1943 | loss: 0.0309663 | val_loss: 0.0312416 | Time: 1556.4 ms [2021-10-22 12:01:06 main:574] : INFO : Epoch 1944 | loss: 0.0309741 | val_loss: 0.0312476 | Time: 1565.18 ms [2021-10-22 12:01:07 main:574] : INFO : Epoch 1945 | loss: 0.0309716 | val_loss: 0.0312325 | Time: 1561.38 ms [2021-10-22 12:01:09 main:574] : INFO : Epoch 1946 | loss: 0.0309736 | val_loss: 0.0312357 | Time: 1606.7 ms [2021-10-22 12:01:11 main:574] : INFO : Epoch 1947 | loss: 0.0309625 | val_loss: 0.0312761 | Time: 1556.17 ms [2021-10-22 12:01:12 main:574] : INFO : Epoch 1948 | loss: 0.0309662 | val_loss: 0.0312741 | Time: 1558.44 ms [2021-10-22 12:01:14 main:574] : INFO : Epoch 1949 | loss: 0.0309672 | val_loss: 0.0312694 | Time: 1544.88 ms [2021-10-22 12:01:15 main:574] : INFO : Epoch 1950 | loss: 0.030966 | val_loss: 0.0312742 | Time: 1576.31 ms [2021-10-22 12:01:17 main:574] : INFO : Epoch 1951 | loss: 0.0309739 | val_loss: 0.0312778 | Time: 1555.39 ms [2021-10-22 12:01:19 main:574] : INFO : Epoch 1952 | loss: 0.0309681 | val_loss: 0.0312607 | Time: 1544.39 ms [2021-10-22 12:01:20 main:574] : INFO : Epoch 1953 | loss: 0.0309657 | val_loss: 0.0312337 | Time: 1547.95 ms [2021-10-22 12:01:22 main:574] : INFO : Epoch 1954 | loss: 0.0309615 | val_loss: 0.0312533 | Time: 1548.51 ms [2021-10-22 12:01:23 main:574] : INFO : Epoch 1955 | loss: 0.0309673 | val_loss: 0.0312431 | Time: 1559.03 ms [2021-10-22 12:01:25 main:574] : INFO : Epoch 1956 | loss: 0.0309699 | val_loss: 0.031287 | Time: 1568.84 ms [2021-10-22 12:01:26 main:574] : INFO : Epoch 1957 | loss: 0.0309774 | val_loss: 0.0312646 | Time: 1555.06 ms [2021-10-22 12:01:28 main:574] : INFO : Epoch 1958 | loss: 0.0309649 | val_loss: 0.0312429 | Time: 1541.23 ms [2021-10-22 12:01:30 main:574] : INFO : Epoch 1959 | loss: 0.0309656 | val_loss: 0.031233 | Time: 1565.36 ms [2021-10-22 12:01:31 main:574] : INFO : Epoch 1960 | loss: 0.0309742 | val_loss: 0.0312765 | Time: 1567.71 ms [2021-10-22 12:01:33 main:574] : INFO : Epoch 1961 | loss: 0.0309718 | val_loss: 0.031244 | Time: 1557.43 ms [2021-10-22 12:01:34 main:574] : INFO : Epoch 1962 | loss: 0.030965 | val_loss: 0.0312442 | Time: 1563.85 ms [2021-10-22 12:01:36 main:574] : INFO : Epoch 1963 | loss: 0.0309707 | val_loss: 0.0312534 | Time: 1554.45 ms [2021-10-22 12:01:37 main:574] : INFO : Epoch 1964 | loss: 0.0309657 | val_loss: 0.0312266 | Time: 1549 ms [2021-10-22 12:01:39 main:574] : INFO : Epoch 1965 | loss: 0.0309623 | val_loss: 0.0312621 | Time: 1630.08 ms [2021-10-22 12:01:41 main:574] : INFO : Epoch 1966 | loss: 0.0309634 | val_loss: 0.0312492 | Time: 1572.48 ms [2021-10-22 12:01:42 main:574] : INFO : Epoch 1967 | loss: 0.0309721 | val_loss: 0.0312321 | Time: 1583.99 ms [2021-10-22 12:01:44 main:574] : INFO : Epoch 1968 | loss: 0.0309769 | val_loss: 0.0312705 | Time: 1565.97 ms [2021-10-22 12:01:45 main:574] : INFO : Epoch 1969 | loss: 0.0309763 | val_loss: 0.0312466 | Time: 1565.38 ms [2021-10-22 12:01:47 main:574] : INFO : Epoch 1970 | loss: 0.0309765 | val_loss: 0.0312544 | Time: 1559.79 ms [2021-10-22 12:01:49 main:574] : INFO : Epoch 1971 | loss: 0.0309561 | val_loss: 0.0312451 | Time: 1564.7 ms [2021-10-22 12:01:50 main:574] : INFO : Epoch 1972 | loss: 0.0309574 | val_loss: 0.03125 | Time: 1567.37 ms [2021-10-22 12:01:52 main:574] : INFO : Epoch 1973 | loss: 0.0309585 | val_loss: 0.0312662 | Time: 1621.21 ms [2021-10-22 12:01:53 main:574] : INFO : Epoch 1974 | loss: 0.0309597 | val_loss: 0.0312538 | Time: 1546.98 ms [2021-10-22 12:01:55 main:574] : INFO : Epoch 1975 | loss: 0.03096 | val_loss: 0.03125 | Time: 1558.18 ms [2021-10-22 12:01:57 main:574] : INFO : Epoch 1976 | loss: 0.0309726 | val_loss: 0.0312425 | Time: 1568.88 ms [2021-10-22 12:01:58 main:574] : INFO : Epoch 1977 | loss: 0.0309688 | val_loss: 0.0312283 | Time: 1555.79 ms [2021-10-22 12:02:00 main:574] : INFO : Epoch 1978 | loss: 0.0309736 | val_loss: 0.031259 | Time: 1578.4 ms [2021-10-22 12:02:01 main:574] : INFO : Epoch 1979 | loss: 0.0309621 | val_loss: 0.0312466 | Time: 1573.59 ms [2021-10-22 12:02:03 main:574] : INFO : Epoch 1980 | loss: 0.0309603 | val_loss: 0.0312474 | Time: 1562.72 ms [2021-10-22 12:02:05 main:574] : INFO : Epoch 1981 | loss: 0.0309684 | val_loss: 0.0312316 | Time: 1564.05 ms [2021-10-22 12:02:06 main:574] : INFO : Epoch 1982 | loss: 0.0309753 | val_loss: 0.0312327 | Time: 1551.84 ms [2021-10-22 12:02:08 main:574] : INFO : Epoch 1983 | loss: 0.0309681 | val_loss: 0.0312587 | Time: 1560.57 ms [2021-10-22 12:02:09 main:574] : INFO : Epoch 1984 | loss: 0.0309631 | val_loss: 0.0312482 | Time: 1558.7 ms [2021-10-22 12:02:11 main:574] : INFO : Epoch 1985 | loss: 0.0309591 | val_loss: 0.0312696 | Time: 1551.63 ms [2021-10-22 12:02:12 main:574] : INFO : Epoch 1986 | loss: 0.0309688 | val_loss: 0.0312228 | Time: 1564.14 ms [2021-10-22 12:02:14 main:574] : INFO : Epoch 1987 | loss: 0.0309771 | val_loss: 0.0312418 | Time: 1568.86 ms [2021-10-22 12:02:16 main:574] : INFO : Epoch 1988 | loss: 0.0309618 | val_loss: 0.0312639 | Time: 1554.07 ms [2021-10-22 12:02:17 main:574] : INFO : Epoch 1989 | loss: 0.0309579 | val_loss: 0.0312778 | Time: 1549.58 ms [2021-10-22 12:02:19 main:574] : INFO : Epoch 1990 | loss: 0.030958 | val_loss: 0.0312591 | Time: 1563.65 ms [2021-10-22 12:02:20 main:574] : INFO : Epoch 1991 | loss: 0.0309561 | val_loss: 0.0312552 | Time: 1558.86 ms [2021-10-22 12:02:22 main:574] : INFO : Epoch 1992 | loss: 0.0309607 | val_loss: 0.0312459 | Time: 1568.39 ms [2021-10-22 12:02:24 main:574] : INFO : Epoch 1993 | loss: 0.0309681 | val_loss: 0.031232 | Time: 1563.1 ms [2021-10-22 12:02:25 main:574] : INFO : Epoch 1994 | loss: 0.0309686 | val_loss: 0.0312496 | Time: 1563.2 ms [2021-10-22 12:02:27 main:574] : INFO : Epoch 1995 | loss: 0.0309622 | val_loss: 0.0312431 | Time: 1562.1 ms [2021-10-22 12:02:28 main:574] : INFO : Epoch 1996 | loss: 0.0309723 | val_loss: 0.0312544 | Time: 1568.92 ms [2021-10-22 12:02:30 main:574] : INFO : Epoch 1997 | loss: 0.0309625 | val_loss: 0.0312425 | Time: 1562.93 ms [2021-10-22 12:02:32 main:574] : INFO : Epoch 1998 | loss: 0.0309686 | val_loss: 0.0312434 | Time: 1642.29 ms [2021-10-22 12:02:33 main:574] : INFO : Epoch 1999 | loss: 0.0309666 | val_loss: 0.0312563 | Time: 1544.27 ms [2021-10-22 12:02:35 main:574] : INFO : Epoch 2000 | loss: 0.0309683 | val_loss: 0.0312531 | Time: 1556.62 ms [2021-10-22 12:02:36 main:574] : INFO : Epoch 2001 | loss: 0.0309714 | val_loss: 0.0312649 | Time: 1563.39 ms [2021-10-22 12:02:38 main:574] : INFO : Epoch 2002 | loss: 0.0309586 | val_loss: 0.0312554 | Time: 1552.76 ms [2021-10-22 12:02:39 main:574] : INFO : Epoch 2003 | loss: 0.0309755 | val_loss: 0.0312561 | Time: 1549.08 ms [2021-10-22 12:02:41 main:574] : INFO : Epoch 2004 | loss: 0.0309684 | val_loss: 0.0312564 | Time: 1567.23 ms [2021-10-22 12:02:43 main:574] : INFO : Epoch 2005 | loss: 0.0309766 | val_loss: 0.0312464 | Time: 1550.04 ms [2021-10-22 12:02:44 main:574] : INFO : Epoch 2006 | loss: 0.030973 | val_loss: 0.0312695 | Time: 1560.06 ms [2021-10-22 12:02:46 main:574] : INFO : Epoch 2007 | loss: 0.0309644 | val_loss: 0.0312825 | Time: 1561.24 ms [2021-10-22 12:02:47 main:574] : INFO : Epoch 2008 | loss: 0.0309673 | val_loss: 0.0312843 | Time: 1557.33 ms [2021-10-22 12:02:49 main:574] : INFO : Epoch 2009 | loss: 0.0309589 | val_loss: 0.0312572 | Time: 1568.91 ms [2021-10-22 12:02:50 main:574] : INFO : Epoch 2010 | loss: 0.0309582 | val_loss: 0.0312522 | Time: 1562.55 ms [2021-10-22 12:02:52 main:574] : INFO : Epoch 2011 | loss: 0.0309564 | val_loss: 0.0312669 | Time: 1566.03 ms [2021-10-22 12:02:54 main:574] : INFO : Epoch 2012 | loss: 0.0309723 | val_loss: 0.0312596 | Time: 1563.6 ms [2021-10-22 12:02:55 main:574] : INFO : Epoch 2013 | loss: 0.030968 | val_loss: 0.0312403 | Time: 1549.85 ms [2021-10-22 12:02:57 main:574] : INFO : Epoch 2014 | loss: 0.030986 | val_loss: 0.031271 | Time: 1548.77 ms [2021-10-22 12:02:58 main:574] : INFO : Epoch 2015 | loss: 0.0309951 | val_loss: 0.0312208 | Time: 1558.72 ms [2021-10-22 12:03:00 main:574] : INFO : Epoch 2016 | loss: 0.0309769 | val_loss: 0.0312549 | Time: 1613.54 ms [2021-10-22 12:03:02 main:574] : INFO : Epoch 2017 | loss: 0.0309651 | val_loss: 0.0312408 | Time: 1564.97 ms [2021-10-22 12:03:03 main:574] : INFO : Epoch 2018 | loss: 0.0310274 | val_loss: 0.0312066 | Time: 1558.27 ms [2021-10-22 12:03:05 main:574] : INFO : Epoch 2019 | loss: 0.0310103 | val_loss: 0.0312548 | Time: 1560.86 ms [2021-10-22 12:03:06 main:574] : INFO : Epoch 2020 | loss: 0.0309813 | val_loss: 0.0312275 | Time: 1550.63 ms [2021-10-22 12:03:08 main:574] : INFO : Epoch 2021 | loss: 0.0309658 | val_loss: 0.0312592 | Time: 1570.63 ms [2021-10-22 12:03:09 main:574] : INFO : Epoch 2022 | loss: 0.030965 | val_loss: 0.0312805 | Time: 1553.41 ms [2021-10-22 12:03:11 main:574] : INFO : Epoch 2023 | loss: 0.0309721 | val_loss: 0.0312654 | Time: 1550.64 ms [2021-10-22 12:03:13 main:574] : INFO : Epoch 2024 | loss: 0.0309688 | val_loss: 0.0312581 | Time: 1548.65 ms [2021-10-22 12:03:14 main:574] : INFO : Epoch 2025 | loss: 0.0309673 | val_loss: 0.0312434 | Time: 1559.55 ms [2021-10-22 12:03:16 main:574] : INFO : Epoch 2026 | loss: 0.0309639 | val_loss: 0.0312415 | Time: 1559.33 ms [2021-10-22 12:03:17 main:574] : INFO : Epoch 2027 | loss: 0.030967 | val_loss: 0.0312312 | Time: 1558.6 ms [2021-10-22 12:03:19 main:574] : INFO : Epoch 2028 | loss: 0.0309675 | val_loss: 0.0312553 | Time: 1558.83 ms [2021-10-22 12:03:20 main:574] : INFO : Epoch 2029 | loss: 0.0309671 | val_loss: 0.0312347 | Time: 1577.38 ms [2021-10-22 12:03:22 main:574] : INFO : Epoch 2030 | loss: 0.0309604 | val_loss: 0.0312441 | Time: 1550.83 ms [2021-10-22 12:03:24 main:574] : INFO : Epoch 2031 | loss: 0.030954 | val_loss: 0.0312909 | Time: 1624.02 ms [2021-10-22 12:03:25 main:574] : INFO : Epoch 2032 | loss: 0.0309627 | val_loss: 0.031261 | Time: 1566.37 ms [2021-10-22 12:03:27 main:574] : INFO : Epoch 2033 | loss: 0.0309649 | val_loss: 0.0312514 | Time: 1557.39 ms [2021-10-22 12:03:28 main:574] : INFO : Epoch 2034 | loss: 0.0309657 | val_loss: 0.0312754 | Time: 1564.87 ms [2021-10-22 12:03:30 main:574] : INFO : Epoch 2035 | loss: 0.0309614 | val_loss: 0.0312647 | Time: 1565.63 ms [2021-10-22 12:03:32 main:574] : INFO : Epoch 2036 | loss: 0.0309697 | val_loss: 0.0312727 | Time: 1563.39 ms [2021-10-22 12:03:33 main:574] : INFO : Epoch 2037 | loss: 0.0309647 | val_loss: 0.031239 | Time: 1552.37 ms [2021-10-22 12:03:35 main:574] : INFO : Epoch 2038 | loss: 0.0309669 | val_loss: 0.0312497 | Time: 1584.52 ms [2021-10-22 12:03:36 main:574] : INFO : Epoch 2039 | loss: 0.0309736 | val_loss: 0.0312508 | Time: 1566.46 ms [2021-10-22 12:03:38 main:574] : INFO : Epoch 2040 | loss: 0.030961 | val_loss: 0.0312794 | Time: 1560.77 ms [2021-10-22 12:03:39 main:574] : INFO : Epoch 2041 | loss: 0.0309686 | val_loss: 0.0312725 | Time: 1560.26 ms [2021-10-22 12:03:41 main:574] : INFO : Epoch 2042 | loss: 0.0309684 | val_loss: 0.0312608 | Time: 1553 ms [2021-10-22 12:03:43 main:574] : INFO : Epoch 2043 | loss: 0.0309611 | val_loss: 0.031267 | Time: 1570.57 ms [2021-10-22 12:03:44 main:574] : INFO : Epoch 2044 | loss: 0.0309551 | val_loss: 0.0312676 | Time: 1557.88 ms [2021-10-22 12:03:46 main:574] : INFO : Epoch 2045 | loss: 0.0309503 | val_loss: 0.0312704 | Time: 1558.42 ms [2021-10-22 12:03:47 main:574] : INFO : Epoch 2046 | loss: 0.0309679 | val_loss: 0.0312711 | Time: 1566.33 ms [2021-10-22 12:03:49 main:574] : INFO : Epoch 2047 | loss: 0.0309761 | val_loss: 0.031226 | Time: 1615.43 ms [2021-10-22 12:03:51 main:574] : INFO : Epoch 2048 | loss: 0.0309718 | val_loss: 0.0312467 | Time: 1556.64 ms [2021-10-22 12:03:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312467 [2021-10-22 12:03:51 main:603] : INFO : Saving end state to config to file [2021-10-22 12:03:51 main:608] : INFO : Success, exiting.. 12:03:51 (19632): 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)