Task 7368190
| Name | ParityModified-1631730198-17275-0_0 |
| Workunit | 5044292 |
| Created | 15 Sep 2021, 18:23:23 UTC |
| Sent | 16 Sep 2021, 15:48:54 UTC |
| Report deadline | 24 Sep 2021, 15:48:54 UTC |
| Received | 16 Sep 2021, 19:56:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 1 hours 1 min 39 sec |
| CPU time | 54 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9:41 main:574] : INFO : Epoch 1542 | loss: 0.0309669 | val_loss: 0.0312436 | Time: 1664.15 ms [2021-09-16 14:39:43 main:574] : INFO : Epoch 1543 | loss: 0.0309724 | val_loss: 0.0312264 | Time: 1656.86 ms [2021-09-16 14:39:44 main:574] : INFO : Epoch 1544 | loss: 0.0309698 | val_loss: 0.0312395 | Time: 1659.32 ms [2021-09-16 14:39:46 main:574] : INFO : Epoch 1545 | loss: 0.0309761 | val_loss: 0.0312314 | Time: 1678.3 ms [2021-09-16 14:39:48 main:574] : INFO : Epoch 1546 | loss: 0.0309734 | val_loss: 0.0312421 | Time: 1656.07 ms [2021-09-16 14:39:50 main:574] : INFO : Epoch 1547 | loss: 0.0309677 | val_loss: 0.0312463 | Time: 1719.76 ms [2021-09-16 14:39:52 main:574] : INFO : Epoch 1548 | loss: 0.0309672 | val_loss: 0.0312399 | Time: 1731.06 ms [2021-09-16 14:39:53 main:574] : INFO : Epoch 1549 | loss: 0.0309718 | val_loss: 0.0312552 | Time: 1613.36 ms [2021-09-16 14:39:55 main:574] : INFO : Epoch 1550 | loss: 0.0309736 | val_loss: 0.0312525 | Time: 1707.64 ms [2021-09-16 14:39:57 main:574] : INFO : Epoch 1551 | loss: 0.0309651 | val_loss: 0.0312368 | Time: 1656.24 ms [2021-09-16 14:39:59 main:574] : INFO : Epoch 1552 | loss: 0.0309631 | val_loss: 0.0312518 | Time: 1665.83 ms [2021-09-16 14:40:01 main:574] : INFO : Epoch 1553 | loss: 0.0309658 | val_loss: 0.0312255 | Time: 1669.4 ms [2021-09-16 14:40:02 main:574] : INFO : Epoch 1554 | loss: 0.0309688 | val_loss: 0.0312419 | Time: 1638.05 ms [2021-09-16 14:40:04 main:574] : INFO : Epoch 1555 | loss: 0.0309621 | val_loss: 0.0312296 | Time: 1698.04 ms [2021-09-16 14:40:06 main:574] : INFO : Epoch 1556 | loss: 0.030969 | val_loss: 0.0312586 | Time: 1677.2 ms [2021-09-16 14:40:08 main:574] : INFO : Epoch 1557 | loss: 0.0309622 | val_loss: 0.0312605 | Time: 1761.99 ms [2021-09-16 14:40:10 main:574] : INFO : Epoch 1558 | loss: 0.0309642 | val_loss: 0.0312458 | Time: 1708.38 ms [2021-09-16 14:40:11 main:574] : INFO : Epoch 1559 | loss: 0.0309677 | val_loss: 0.0312268 | Time: 1687.05 ms [2021-09-16 14:40:13 main:574] : INFO : Epoch 1560 | loss: 0.030973 | val_loss: 0.0312366 | Time: 1691.21 ms [2021-09-16 14:40:17 main:574] : INFO : Epoch 1561 | loss: 0.0309771 | val_loss: 0.0312146 | Time: 1643.74 ms [2021-09-16 14:40:18 main:574] : INFO : Epoch 1562 | loss: 0.0309634 | val_loss: 0.0312466 | Time: 1618.45 ms [2021-09-16 14:40:20 main:574] : INFO : Epoch 1563 | loss: 0.0309667 | val_loss: 0.0312384 | Time: 1715.08 ms [2021-09-16 14:40:22 main:574] : INFO : Epoch 1564 | loss: 0.0309634 | val_loss: 0.03124 | Time: 1709.66 ms [2021-09-16 14:40:24 main:574] : INFO : Epoch 1565 | loss: 0.0309641 | val_loss: 0.0312663 | Time: 1713.18 ms [2021-09-16 14:40:26 main:574] : INFO : Epoch 1566 | loss: 0.0309737 | val_loss: 0.0312665 | Time: 1651.82 ms [2021-09-16 14:40:27 main:574] : INFO : Epoch 1567 | loss: 0.0309761 | val_loss: 0.0312571 | Time: 1700.31 ms [2021-09-16 14:40:29 main:574] : INFO : Epoch 1568 | loss: 0.0309717 | val_loss: 0.0312325 | Time: 1694.36 ms [2021-09-16 14:40:31 main:574] : INFO : Epoch 1569 | loss: 0.0309669 | val_loss: 0.0312574 | Time: 1704.35 ms [2021-09-16 14:40:33 main:574] : INFO : Epoch 1570 | loss: 0.03097 | val_loss: 0.0312426 | Time: 1633.2 ms [2021-09-16 14:40:35 main:574] : INFO : Epoch 1571 | loss: 0.0309683 | val_loss: 0.0312489 | Time: 1690.37 ms [2021-09-16 14:40:36 main:574] : INFO : Epoch 1572 | loss: 0.0309684 | val_loss: 0.0312336 | Time: 1689.06 ms [2021-09-16 14:40:38 main:574] : INFO : Epoch 1573 | loss: 0.0309668 | val_loss: 0.0312316 | Time: 1642.2 ms [2021-09-16 14:40:40 main:574] : INFO : Epoch 1574 | loss: 0.0309765 | val_loss: 0.0312295 | Time: 1694.72 ms [2021-09-16 14:40:42 main:574] : INFO : Epoch 1575 | loss: 0.0309801 | val_loss: 0.0312372 | Time: 1707.4 ms [2021-09-16 14:40:45 main:574] : INFO : Epoch 1576 | loss: 0.0309708 | val_loss: 0.031223 | Time: 1664.92 ms [2021-09-16 14:40:47 main:574] : INFO : Epoch 1577 | loss: 0.0309672 | val_loss: 0.0312256 | Time: 1698.09 ms [2021-09-16 14:40:49 main:574] : INFO : Epoch 1578 | loss: 0.0309646 | val_loss: 0.0312171 | Time: 1708.8 ms [2021-09-16 14:40:52 main:574] : INFO : Epoch 1579 | loss: 0.0309724 | val_loss: 0.0312201 | Time: 1658.8 ms [2021-09-16 14:40:54 main:574] : INFO : Epoch 1580 | loss: 0.030963 | val_loss: 0.0312329 | Time: 1735.12 ms [2021-09-16 14:40:56 main:574] : INFO : Epoch 1581 | loss: 0.0309688 | val_loss: 0.0312236 | Time: 1753.32 ms [2021-09-16 14:40:58 main:574] : INFO : Epoch 1582 | loss: 0.0309874 | val_loss: 0.0312228 | Time: 1775.45 ms [2021-09-16 14:40:59 main:574] : INFO : Epoch 1583 | loss: 0.0309894 | val_loss: 0.0312254 | Time: 1690.49 ms [2021-09-16 14:41:01 main:574] : INFO : Epoch 1584 | loss: 0.030981 | val_loss: 0.0312188 | Time: 1691.83 ms [2021-09-16 14:41:03 main:574] : INFO : Epoch 1585 | loss: 0.0309752 | val_loss: 0.0312192 | Time: 1689.71 ms [2021-09-16 14:41:05 main:574] : INFO : Epoch 1586 | loss: 0.0309766 | val_loss: 0.031219 | Time: 1705.71 ms [2021-09-16 14:41:07 main:574] : INFO : Epoch 1587 | loss: 0.030984 | val_loss: 0.0312222 | Time: 1681.3 ms [2021-09-16 14:41:08 main:574] : INFO : Epoch 1588 | loss: 0.0309769 | val_loss: 0.0312327 | Time: 1700.01 ms [2021-09-16 14:41:10 main:574] : INFO : Epoch 1589 | loss: 0.0309687 | val_loss: 0.0312124 | Time: 1712.93 ms [2021-09-16 14:41:12 main:574] : INFO : Epoch 1590 | loss: 0.0309741 | val_loss: 0.0312356 | Time: 1719.38 ms [2021-09-16 14:41:14 main:574] : INFO : Epoch 1591 | loss: 0.0309714 | val_loss: 0.0312197 | Time: 1781.31 ms [2021-09-16 14:41:16 main:574] : INFO : Epoch 1592 | loss: 0.0309748 | val_loss: 0.0312345 | Time: 1739.96 ms [2021-09-16 14:41:18 main:574] : INFO : Epoch 1593 | loss: 0.0309711 | val_loss: 0.0312261 | Time: 1706.68 ms [2021-09-16 14:41:20 main:574] : INFO : Epoch 1594 | loss: 0.0309678 | val_loss: 0.0312128 | Time: 1702.99 ms [2021-09-16 14:41:22 main:574] : INFO : Epoch 1595 | loss: 0.0309631 | val_loss: 0.0312501 | Time: 1690.06 ms [2021-09-16 14:41:24 main:574] : INFO : Epoch 1596 | loss: 0.0309611 | val_loss: 0.0312453 | Time: 1725.4 ms [2021-09-16 14:41:26 main:574] : INFO : Epoch 1597 | loss: 0.030965 | val_loss: 0.0312334 | Time: 1738.91 ms [2021-09-16 14:41:29 main:574] : INFO : Epoch 1598 | loss: 0.0309712 | val_loss: 0.031248 | Time: 1753.12 ms [2021-09-16 14:41:31 main:574] : INFO : Epoch 1599 | loss: 0.0309708 | val_loss: 0.0312172 | Time: 1672.29 ms [2021-09-16 14:41:33 main:574] : INFO : Epoch 1600 | loss: 0.03098 | val_loss: 0.0312314 | Time: 1795.38 ms [2021-09-16 14:41:35 main:574] : INFO : Epoch 1601 | loss: 0.0309773 | val_loss: 0.0312264 | Time: 1673.17 ms [2021-09-16 14:41:36 main:574] : INFO : Epoch 1602 | loss: 0.0309733 | val_loss: 0.0312204 | Time: 1717.75 ms [2021-09-16 14:41:38 main:574] : INFO : Epoch 1603 | loss: 0.0309713 | val_loss: 0.0312339 | Time: 1706.86 ms [2021-09-16 14:41:40 main:574] : INFO : Epoch 1604 | loss: 0.0309756 | val_loss: 0.0312313 | Time: 1731.28 ms [2021-09-16 14:41:43 main:574] : INFO : Epoch 1605 | loss: 0.030979 | val_loss: 0.0312459 | Time: 1712.69 ms [2021-09-16 14:41:45 main:574] : INFO : Epoch 1606 | loss: 0.030962 | val_loss: 0.0312588 | Time: 1768.5 ms [2021-09-16 14:41:47 main:574] : INFO : Epoch 1607 | loss: 0.0309625 | val_loss: 0.0312351 | Time: 1692.32 ms [2021-09-16 14:41:49 main:574] : INFO : Epoch 1608 | loss: 0.0309732 | val_loss: 0.0312328 | Time: 1732.53 ms [2021-09-16 14:41:50 main:574] : INFO : Epoch 1609 | loss: 0.0310079 | val_loss: 0.0312217 | Time: 1785.34 ms [2021-09-16 14:41:52 main:574] : INFO : Epoch 1610 | loss: 0.0309948 | val_loss: 0.0312202 | Time: 1761.49 ms [2021-09-16 14:41:54 main:574] : INFO : Epoch 1611 | loss: 0.0309767 | val_loss: 0.0312181 | Time: 1711.43 ms [2021-09-16 14:41:56 main:574] : INFO : Epoch 1612 | loss: 0.0309684 | val_loss: 0.0312424 | Time: 1678.35 ms [2021-09-16 14:41:59 main:574] : INFO : Epoch 1613 | loss: 0.0309753 | val_loss: 0.0312345 | Time: 1663.59 ms [2021-09-16 14:42:01 main:574] : INFO : Epoch 1614 | loss: 0.0309751 | val_loss: 0.0312333 | Time: 1737.14 ms [2021-09-16 14:42:03 main:574] : INFO : Epoch 1615 | loss: 0.0309673 | val_loss: 0.0312219 | Time: 1697.93 ms [2021-09-16 14:42:04 main:574] : INFO : Epoch 1616 | loss: 0.0309657 | val_loss: 0.0312226 | Time: 1693.31 ms [2021-09-16 14:42:06 main:574] : INFO : Epoch 1617 | loss: 0.0309663 | val_loss: 0.0312228 | Time: 1744.21 ms [2021-09-16 14:42:08 main:574] : INFO : Epoch 1618 | loss: 0.0309737 | val_loss: 0.0312336 | Time: 1773.68 ms [2021-09-16 14:42:10 main:574] : INFO : Epoch 1619 | loss: 0.0309676 | val_loss: 0.0312358 | Time: 1750.39 ms [2021-09-16 14:42:12 main:574] : INFO : Epoch 1620 | loss: 0.0309629 | val_loss: 0.031238 | Time: 1718.5 ms [2021-09-16 14:42:14 main:574] : INFO : Epoch 1621 | loss: 0.0309741 | val_loss: 0.0312219 | Time: 1640.51 ms [2021-09-16 14:42:15 main:574] : INFO : Epoch 1622 | loss: 0.0309689 | val_loss: 0.031236 | Time: 1717.01 ms [2021-09-16 14:42:18 main:574] : INFO : Epoch 1623 | loss: 0.0309731 | val_loss: 0.031218 | Time: 1741.05 ms [2021-09-16 14:42:20 main:574] : INFO : Epoch 1624 | loss: 0.0309682 | val_loss: 0.0312295 | Time: 1733.69 ms [2021-09-16 14:42:23 main:574] : INFO : Epoch 1625 | loss: 0.0309724 | val_loss: 0.0312521 | Time: 1672.24 ms [2021-09-16 14:42:25 main:574] : INFO : Epoch 1626 | loss: 0.0309727 | val_loss: 0.0312588 | Time: 1765.53 ms [2021-09-16 14:42:27 main:574] : INFO : Epoch 1627 | loss: 0.0309715 | val_loss: 0.0312221 | Time: 1795.64 ms [2021-09-16 14:42:29 main:574] : INFO : Epoch 1628 | loss: 0.0309682 | val_loss: 0.0312217 | Time: 1732.26 ms [2021-09-16 14:42:31 main:574] : INFO : Epoch 1629 | loss: 0.0309876 | val_loss: 0.0312099 | Time: 1706.65 ms [2021-09-16 14:42:32 main:574] : INFO : Epoch 1630 | loss: 0.0309716 | val_loss: 0.0312373 | Time: 1691.49 ms [2021-09-16 14:42:36 main:574] : INFO : Epoch 1631 | loss: 0.030971 | val_loss: 0.0312179 | Time: 1657.97 ms [2021-09-16 14:42:37 main:574] : INFO : Epoch 1632 | loss: 0.0309637 | val_loss: 0.0312278 | Time: 1642.26 ms [2021-09-16 14:42:39 main:574] : INFO : Epoch 1633 | loss: 0.0309612 | val_loss: 0.031241 | Time: 1679.46 ms [2021-09-16 14:42:41 main:574] : INFO : Epoch 1634 | loss: 0.0309651 | val_loss: 0.0312356 | Time: 1640.51 ms [2021-09-16 14:42:44 main:574] : INFO : Epoch 1635 | loss: 0.0309603 | val_loss: 0.0312534 | Time: 1692.22 ms [2021-09-16 14:42:45 main:574] : INFO : Epoch 1636 | loss: 0.0309704 | val_loss: 0.0312403 | Time: 1679.12 ms [2021-09-16 14:42:47 main:574] : INFO : Epoch 1637 | loss: 0.0309683 | val_loss: 0.0312383 | Time: 1743.16 ms [2021-09-16 14:42:49 main:574] : INFO : Epoch 1638 | loss: 0.030964 | val_loss: 0.0312271 | Time: 1681.36 ms [2021-09-16 14:42:51 main:574] : INFO : Epoch 1639 | loss: 0.0309593 | val_loss: 0.0312613 | Time: 1722.72 ms [2021-09-16 14:42:53 main:574] : INFO : Epoch 1640 | loss: 0.0309596 | val_loss: 0.0312343 | Time: 1677.18 ms [2021-09-16 14:42:54 main:574] : INFO : Epoch 1641 | loss: 0.0309727 | val_loss: 0.0312456 | Time: 1696.69 ms [2021-09-16 14:42:56 main:574] : INFO : Epoch 1642 | loss: 0.0309764 | val_loss: 0.0312254 | Time: 1668.09 ms [2021-09-16 14:42:58 main:574] : INFO : Epoch 1643 | loss: 0.0309658 | val_loss: 0.0312496 | Time: 1667.36 ms [2021-09-16 14:43:00 main:574] : INFO : Epoch 1644 | loss: 0.030966 | val_loss: 0.0312229 | Time: 1715.56 ms [2021-09-16 14:43:01 main:574] : INFO : Epoch 1645 | loss: 0.0309728 | val_loss: 0.0312349 | Time: 1659.17 ms [2021-09-16 14:43:03 main:574] : INFO : Epoch 1646 | loss: 0.0309764 | val_loss: 0.0312509 | Time: 1711.15 ms [2021-09-16 14:43:05 main:574] : INFO : Epoch 1647 | loss: 0.030969 | val_loss: 0.0312346 | Time: 1719.68 ms [2021-09-16 14:43:07 main:574] : INFO : Epoch 1648 | loss: 0.0309672 | val_loss: 0.0312299 | Time: 1691.67 ms [2021-09-16 14:43:09 main:574] : INFO : Epoch 1649 | loss: 0.0309743 | val_loss: 0.0312076 | Time: 1667.09 ms [2021-09-16 14:43:11 main:574] : INFO : Epoch 1650 | loss: 0.0309799 | val_loss: 0.0312395 | Time: 1700.45 ms [2021-09-16 14:43:12 main:574] : INFO : Epoch 1651 | loss: 0.0309679 | val_loss: 0.031244 | Time: 1677.04 ms [2021-09-16 14:43:14 main:574] : INFO : Epoch 1652 | loss: 0.0309714 | val_loss: 0.0312261 | Time: 1702.76 ms [2021-09-16 14:43:16 main:574] : INFO : Epoch 1653 | loss: 0.0309768 | val_loss: 0.0312283 | Time: 1713.13 ms [2021-09-16 14:43:18 main:574] : INFO : Epoch 1654 | loss: 0.0309739 | val_loss: 0.0312615 | Time: 1653.7 ms [2021-09-16 14:43:19 main:574] : INFO : Epoch 1655 | loss: 0.0309657 | val_loss: 0.0312644 | Time: 1656.45 ms [2021-09-16 14:43:21 main:574] : INFO : Epoch 1656 | loss: 0.0309663 | val_loss: 0.0312223 | Time: 1657.79 ms [2021-09-16 14:43:23 main:574] : INFO : Epoch 1657 | loss: 0.0309597 | val_loss: 0.0312586 | Time: 1681.4 ms [2021-09-16 14:43:25 main:574] : INFO : Epoch 1658 | loss: 0.0309659 | val_loss: 0.0312373 | Time: 1715.72 ms [2021-09-16 14:43:27 main:574] : INFO : Epoch 1659 | loss: 0.0309681 | val_loss: 0.0312051 | Time: 1662.59 ms [2021-09-16 14:43:29 main:574] : INFO : Epoch 1660 | loss: 0.0309656 | val_loss: 0.0312338 | Time: 1714 ms [2021-09-16 14:43:30 main:574] : INFO : Epoch 1661 | loss: 0.0309704 | val_loss: 0.0312395 | Time: 1724.94 ms [2021-09-16 14:43:32 main:574] : INFO : Epoch 1662 | loss: 0.0309779 | val_loss: 0.031224 | Time: 1660.19 ms [2021-09-16 14:43:34 main:574] : INFO : Epoch 1663 | loss: 0.0309674 | val_loss: 0.0312348 | Time: 1658.9 ms [2021-09-16 14:43:36 main:574] : INFO : Epoch 1664 | loss: 0.030964 | val_loss: 0.0312237 | Time: 1687.3 ms [2021-09-16 14:43:38 main:574] : INFO : Epoch 1665 | loss: 0.0309669 | val_loss: 0.0312362 | Time: 1660.79 ms [2021-09-16 14:43:39 main:574] : INFO : Epoch 1666 | loss: 0.0309651 | val_loss: 0.0312366 | Time: 1683.23 ms [2021-09-16 14:43:41 main:574] : INFO : Epoch 1667 | loss: 0.030972 | val_loss: 0.0312489 | Time: 1716.44 ms [2021-09-16 14:43:43 main:574] : INFO : Epoch 1668 | loss: 0.0309735 | val_loss: 0.0312371 | Time: 1710.1 ms [2021-09-16 14:43:45 main:574] : INFO : Epoch 1669 | loss: 0.0309693 | val_loss: 0.0312384 | Time: 1664.87 ms [2021-09-16 14:43:47 main:574] : INFO : Epoch 1670 | loss: 0.0309831 | val_loss: 0.0312248 | Time: 1731.04 ms [2021-09-16 14:43:49 main:574] : INFO : Epoch 1671 | loss: 0.0309846 | val_loss: 0.0312525 | Time: 1732.75 ms [2021-09-16 14:43:51 main:574] : INFO : Epoch 1672 | loss: 0.0309811 | val_loss: 0.0312735 | Time: 1694.95 ms [2021-09-16 14:43:53 main:574] : INFO : Epoch 1673 | loss: 0.0309747 | val_loss: 0.0312494 | Time: 1716.78 ms [2021-09-16 14:43:55 main:574] : INFO : Epoch 1674 | loss: 0.0309658 | val_loss: 0.0312157 | Time: 1684.28 ms [2021-09-16 14:43:57 main:574] : INFO : Epoch 1675 | loss: 0.0309613 | val_loss: 0.0312284 | Time: 1706.11 ms [2021-09-16 14:43:58 main:574] : INFO : Epoch 1676 | loss: 0.0309695 | val_loss: 0.0312425 | Time: 1664.57 ms [2021-09-16 14:44:00 main:574] : INFO : Epoch 1677 | loss: 0.0309617 | val_loss: 0.0312702 | Time: 1634.15 ms [2021-09-16 14:44:02 main:574] : INFO : Epoch 1678 | loss: 0.0309718 | val_loss: 0.031236 | Time: 1689.88 ms [2021-09-16 14:44:04 main:574] : INFO : Epoch 1679 | loss: 0.0309892 | val_loss: 0.0312352 | Time: 1676.69 ms [2021-09-16 14:44:06 main:574] : INFO : Epoch 1680 | loss: 0.0309818 | val_loss: 0.0312252 | Time: 1773.51 ms [2021-09-16 14:44:07 main:574] : INFO : Epoch 1681 | loss: 0.0309729 | val_loss: 0.0312358 | Time: 1718.48 ms [2021-09-16 14:44:09 main:574] : INFO : Epoch 1682 | loss: 0.030973 | val_loss: 0.0312406 | Time: 1676.09 ms [2021-09-16 14:44:11 main:574] : INFO : Epoch 1683 | loss: 0.0309654 | val_loss: 0.0312347 | Time: 1726.67 ms [2021-09-16 14:44:13 main:574] : INFO : Epoch 1684 | loss: 0.0309739 | val_loss: 0.0312479 | Time: 1675.52 ms [2021-09-16 14:44:15 main:574] : INFO : Epoch 1685 | loss: 0.0309755 | val_loss: 0.0312187 | Time: 1715.17 ms [2021-09-16 14:44:16 main:574] : INFO : Epoch 1686 | loss: 0.0309769 | val_loss: 0.0312388 | Time: 1703.6 ms [2021-09-16 14:44:18 main:574] : INFO : Epoch 1687 | loss: 0.0309695 | val_loss: 0.031229 | Time: 1673.41 ms [2021-09-16 14:44:20 main:574] : INFO : Epoch 1688 | loss: 0.0309586 | val_loss: 0.0312172 | Time: 1681.22 ms [2021-09-16 14:44:22 main:574] : INFO : Epoch 1689 | loss: 0.0309611 | val_loss: 0.0312273 | Time: 1732.09 ms [2021-09-16 14:44:24 main:574] : INFO : Epoch 1690 | loss: 0.0309638 | val_loss: 0.0312221 | Time: 1713.17 ms [2021-09-16 14:44:26 main:574] : INFO : Epoch 1691 | loss: 0.030964 | val_loss: 0.0312387 | Time: 1675.47 ms [2021-09-16 14:44:28 main:574] : INFO : Epoch 1692 | loss: 0.0309672 | val_loss: 0.031247 | Time: 1747.92 ms [2021-09-16 14:44:29 main:574] : INFO : Epoch 1693 | loss: 0.0309705 | val_loss: 0.0312497 | Time: 1777.88 ms [2021-09-16 14:44:31 main:574] : INFO : Epoch 1694 | loss: 0.0309666 | val_loss: 0.0312403 | Time: 1697.87 ms [2021-09-16 14:44:33 main:574] : INFO : Epoch 1695 | loss: 0.0309673 | val_loss: 0.031226 | Time: 1687.32 ms [2021-09-16 14:44:35 main:574] : INFO : Epoch 1696 | loss: 0.0309672 | val_loss: 0.0312203 | Time: 1709.01 ms [2021-09-16 14:44:37 main:574] : INFO : Epoch 1697 | loss: 0.0309784 | val_loss: 0.031237 | Time: 1668.83 ms [2021-09-16 14:44:38 main:574] : INFO : Epoch 1698 | loss: 0.0309745 | val_loss: 0.0312704 | Time: 1739.94 ms [2021-09-16 14:44:40 main:574] : INFO : Epoch 1699 | loss: 0.0309704 | val_loss: 0.0312339 | Time: 1621.68 ms [2021-09-16 14:44:42 main:574] : INFO : Epoch 1700 | loss: 0.0309697 | val_loss: 0.0312422 | Time: 1733.29 ms [2021-09-16 14:44:44 main:574] : INFO : Epoch 1701 | loss: 0.0309686 | val_loss: 0.0312509 | Time: 1772.65 ms [2021-09-16 14:44:46 main:574] : INFO : Epoch 1702 | loss: 0.0309877 | val_loss: 0.031227 | Time: 1821.57 ms [2021-09-16 14:44:48 main:574] : INFO : Epoch 1703 | loss: 0.0309841 | val_loss: 0.0312198 | Time: 1743.59 ms [2021-09-16 14:44:50 main:574] : INFO : Epoch 1704 | loss: 0.0309707 | val_loss: 0.0312421 | Time: 1676.19 ms [2021-09-16 14:44:51 main:574] : INFO : Epoch 1705 | loss: 0.0309646 | val_loss: 0.0312324 | Time: 1749.7 ms [2021-09-16 14:44:53 main:574] : INFO : Epoch 1706 | loss: 0.0309735 | val_loss: 0.0312115 | Time: 1655.74 ms [2021-09-16 14:44:55 main:574] : INFO : Epoch 1707 | loss: 0.0309714 | val_loss: 0.0312451 | Time: 1679.14 ms [2021-09-16 14:44:57 main:574] : INFO : Epoch 1708 | loss: 0.0309675 | val_loss: 0.0312216 | Time: 1677.96 ms [2021-09-16 14:44:58 main:574] : INFO : Epoch 1709 | loss: 0.0309666 | val_loss: 0.0312368 | Time: 1687.7 ms [2021-09-16 14:45:00 main:574] : INFO : Epoch 1710 | loss: 0.0309615 | val_loss: 0.0312353 | Time: 1730.31 ms [2021-09-16 14:45:02 main:574] : INFO : Epoch 1711 | loss: 0.0309668 | val_loss: 0.0312194 | Time: 1759.75 ms [2021-09-16 14:45:04 main:574] : INFO : Epoch 1712 | loss: 0.0309665 | val_loss: 0.0312348 | Time: 1733.77 ms [2021-09-16 14:45:06 main:574] : INFO : Epoch 1713 | loss: 0.030962 | val_loss: 0.0312494 | Time: 1735.1 ms [2021-09-16 14:45:08 main:574] : INFO : Epoch 1714 | loss: 0.0309668 | val_loss: 0.0312357 | Time: 1700.76 ms [2021-09-16 14:45:10 main:574] : INFO : Epoch 1715 | loss: 0.0309581 | val_loss: 0.0312427 | Time: 1624.05 ms [2021-09-16 14:45:12 main:574] : INFO : Epoch 1716 | loss: 0.0309719 | val_loss: 0.0312304 | Time: 1683.74 ms [2021-09-16 14:45:14 main:574] : INFO : Epoch 1717 | loss: 0.0309629 | val_loss: 0.0312301 | Time: 1706.39 ms [2021-09-16 14:45:16 main:574] : INFO : Epoch 1718 | loss: 0.0309679 | val_loss: 0.031241 | Time: 1698.51 ms [2021-09-16 14:45:19 main:574] : INFO : Epoch 1719 | loss: 0.030969 | val_loss: 0.0312276 | Time: 1713.61 ms [2021-09-16 14:45:21 main:574] : INFO : Epoch 1720 | loss: 0.0309676 | val_loss: 0.0312186 | Time: 1816.02 ms [2021-09-16 14:45:23 main:574] : INFO : Epoch 1721 | loss: 0.0309722 | val_loss: 0.0312174 | Time: 1695.84 ms [2021-09-16 14:45:25 main:574] : INFO : Epoch 1722 | loss: 0.0309804 | val_loss: 0.0312189 | Time: 1701.45 ms [2021-09-16 14:45:27 main:574] : INFO : Epoch 1723 | loss: 0.0309815 | val_loss: 0.0312517 | Time: 1691.9 ms [2021-09-16 14:45:29 main:574] : INFO : Epoch 1724 | loss: 0.0309663 | val_loss: 0.0312482 | Time: 1669.48 ms [2021-09-16 14:45:30 main:574] : INFO : Epoch 1725 | loss: 0.030961 | val_loss: 0.0312489 | Time: 1717.24 ms [2021-09-16 14:45:33 main:574] : INFO : Epoch 1726 | loss: 0.0309679 | val_loss: 0.0312116 | Time: 1743.76 ms [2021-09-16 14:45:36 main:574] : INFO : Epoch 1727 | loss: 0.0309666 | val_loss: 0.0312319 | Time: 1735.05 ms [2021-09-16 14:45:39 main:574] : INFO : Epoch 1728 | loss: 0.0309589 | val_loss: 0.0312388 | Time: 1771.15 ms [2021-09-16 14:45:41 main:574] : INFO : Epoch 1729 | loss: 0.0309684 | val_loss: 0.0312241 | Time: 1795.52 ms [2021-09-16 14:45:43 main:574] : INFO : Epoch 1730 | loss: 0.030968 | val_loss: 0.0312515 | Time: 1719.32 ms [2021-09-16 14:45:45 main:574] : INFO : Epoch 1731 | loss: 0.0309653 | val_loss: 0.0312446 | Time: 1659.4 ms [2021-09-16 14:45:47 main:574] : INFO : Epoch 1732 | loss: 0.0309696 | val_loss: 0.0312345 | Time: 1662.65 ms [2021-09-16 14:45:48 main:574] : INFO : Epoch 1733 | loss: 0.0309683 | val_loss: 0.0312461 | Time: 1726.86 ms [2021-09-16 14:45:50 main:574] : INFO : Epoch 1734 | loss: 0.0309753 | val_loss: 0.0312438 | Time: 1673.49 ms [2021-09-16 14:45:52 main:574] : INFO : Epoch 1735 | loss: 0.0309724 | val_loss: 0.0312343 | Time: 1752.05 ms [2021-09-16 14:45:54 main:574] : INFO : Epoch 1736 | loss: 0.0309604 | val_loss: 0.0312671 | Time: 1706.3 ms [2021-09-16 14:45:56 main:574] : INFO : Epoch 1737 | loss: 0.0309639 | val_loss: 0.0312524 | Time: 1683.91 ms [2021-09-16 14:45:59 main:574] : INFO : Epoch 1738 | loss: 0.0309701 | val_loss: 0.031234 | Time: 1680.46 ms [2021-09-16 14:46:02 main:574] : INFO : Epoch 1739 | loss: 0.0309755 | val_loss: 0.0312415 | Time: 1665.07 ms [2021-09-16 14:46:04 main:574] : INFO : Epoch 1740 | loss: 0.0309622 | val_loss: 0.0312341 | Time: 1689.6 ms [2021-09-16 14:46:05 main:574] : INFO : Epoch 1741 | loss: 0.0309611 | val_loss: 0.0312419 | Time: 1711.81 ms [2021-09-16 14:46:07 main:574] : INFO : Epoch 1742 | loss: 0.0309597 | val_loss: 0.0312324 | Time: 1680.91 ms [2021-09-16 14:46:09 main:574] : INFO : Epoch 1743 | loss: 0.0309776 | val_loss: 0.0312303 | Time: 1698.45 ms [2021-09-16 14:46:11 main:574] : INFO : Epoch 1744 | loss: 0.0309607 | val_loss: 0.0312253 | Time: 1659.7 ms [2021-09-16 14:46:13 main:574] : INFO : Epoch 1745 | loss: 0.0309669 | val_loss: 0.0312489 | Time: 1651.11 ms [2021-09-16 14:46:14 main:574] : INFO : Epoch 1746 | loss: 0.030968 | val_loss: 0.0312237 | Time: 1708.92 ms [2021-09-16 14:46:16 main:574] : INFO : Epoch 1747 | loss: 0.0309664 | val_loss: 0.031216 | Time: 1708.52 ms [2021-09-16 14:46:18 main:574] : INFO : Epoch 1748 | loss: 0.0309717 | val_loss: 0.0312288 | Time: 1644.1 ms [2021-09-16 14:46:20 main:574] : INFO : Epoch 1749 | loss: 0.0309628 | val_loss: 0.0312258 | Time: 1658.41 ms [2021-09-16 14:46:21 main:574] : INFO : Epoch 1750 | loss: 0.0309861 | val_loss: 0.0312368 | Time: 1691.52 ms [2021-09-16 14:46:23 main:574] : INFO : Epoch 1751 | loss: 0.0309961 | val_loss: 0.0312192 | Time: 1688.18 ms [2021-09-16 14:46:25 main:574] : INFO : Epoch 1752 | loss: 0.0309759 | val_loss: 0.0312232 | Time: 1650.98 ms [2021-09-16 14:46:27 main:574] : INFO : Epoch 1753 | loss: 0.0309704 | val_loss: 0.0312243 | Time: 1675.14 ms [2021-09-16 14:46:29 main:574] : INFO : Epoch 1754 | loss: 0.0309651 | val_loss: 0.031247 | Time: 1650.93 ms [2021-09-16 14:46:31 main:574] : INFO : Epoch 1755 | loss: 0.0309569 | val_loss: 0.0312391 | Time: 1753.21 ms [2021-09-16 14:46:32 main:574] : INFO : Epoch 1756 | loss: 0.0309592 | val_loss: 0.0312434 | Time: 1671.87 ms [2021-09-16 14:46:34 main:574] : INFO : Epoch 1757 | loss: 0.0309698 | val_loss: 0.0312254 | Time: 1720.24 ms [2021-09-16 14:46:36 main:574] : INFO : Epoch 1758 | loss: 0.030969 | val_loss: 0.0312445 | Time: 1747.46 ms [2021-09-16 14:46:38 main:574] : INFO : Epoch 1759 | loss: 0.030971 | val_loss: 0.0312475 | Time: 1705.55 ms [2021-09-16 14:46:39 main:574] : INFO : Epoch 1760 | loss: 0.0309581 | val_loss: 0.0312661 | Time: 1652.25 ms [2021-09-16 14:46:41 main:574] : INFO : Epoch 1761 | loss: 0.0309583 | val_loss: 0.0312447 | Time: 1609.1 ms [2021-09-16 14:46:43 main:574] : INFO : Epoch 1762 | loss: 0.0309602 | val_loss: 0.0312515 | Time: 1707.62 ms [2021-09-16 14:46:45 main:574] : INFO : Epoch 1763 | loss: 0.0309716 | val_loss: 0.0312268 | Time: 1665.2 ms [2021-09-16 14:46:47 main:574] : INFO : Epoch 1764 | loss: 0.030978 | val_loss: 0.0312093 | Time: 1741 ms [2021-09-16 14:46:48 main:574] : INFO : Epoch 1765 | loss: 0.0309667 | val_loss: 0.0312437 | Time: 1689.07 ms [2021-09-16 14:46:50 main:574] : INFO : Epoch 1766 | loss: 0.0309726 | val_loss: 0.0312589 | Time: 1677 ms [2021-09-16 14:46:52 main:574] : INFO : Epoch 1767 | loss: 0.0309715 | val_loss: 0.0312627 | Time: 1721.31 ms [2021-09-16 14:46:54 main:574] : INFO : Epoch 1768 | loss: 0.0309604 | val_loss: 0.0312432 | Time: 1658.24 ms [2021-09-16 14:46:55 main:574] : INFO : Epoch 1769 | loss: 0.0309611 | val_loss: 0.0312627 | Time: 1662.92 ms [2021-09-16 14:46:57 main:574] : INFO : Epoch 1770 | loss: 0.0309697 | val_loss: 0.0312225 | Time: 1690.23 ms [2021-09-16 14:46:59 main:574] : INFO : Epoch 1771 | loss: 0.0309691 | val_loss: 0.031235 | Time: 1671.94 ms [2021-09-16 14:47:01 main:574] : INFO : Epoch 1772 | loss: 0.0309612 | val_loss: 0.0312406 | Time: 1719.67 ms [2021-09-16 14:47:03 main:574] : INFO : Epoch 1773 | loss: 0.0309677 | val_loss: 0.0312211 | Time: 1726.87 ms [2021-09-16 14:47:04 main:574] : INFO : Epoch 1774 | loss: 0.0309875 | val_loss: 0.0312562 | Time: 1683.7 ms [2021-09-16 14:47:06 main:574] : INFO : Epoch 1775 | loss: 0.0309882 | val_loss: 0.0312122 | Time: 1705.96 ms [2021-09-16 14:47:08 main:574] : INFO : Epoch 1776 | loss: 0.0309679 | val_loss: 0.0312187 | Time: 1685.57 ms [2021-09-16 14:47:10 main:574] : INFO : Epoch 1777 | loss: 0.0309651 | val_loss: 0.0312046 | Time: 1666.44 ms [2021-09-16 14:47:11 main:574] : INFO : Epoch 1778 | loss: 0.0309687 | val_loss: 0.0312158 | Time: 1614.93 ms [2021-09-16 14:47:13 main:574] : INFO : Epoch 1779 | loss: 0.0309729 | val_loss: 0.031271 | Time: 1789.59 ms [2021-09-16 14:47:15 main:574] : INFO : Epoch 1780 | loss: 0.0309842 | val_loss: 0.0312279 | Time: 1690.59 ms [2021-09-16 14:47:17 main:574] : INFO : Epoch 1781 | loss: 0.0309888 | val_loss: 0.0312149 | Time: 1683.14 ms [2021-09-16 14:47:19 main:574] : INFO : Epoch 1782 | loss: 0.0309815 | val_loss: 0.0312126 | Time: 1798.57 ms [2021-09-16 14:47:20 main:574] : INFO : Epoch 1783 | loss: 0.0309773 | val_loss: 0.0312319 | Time: 1760.37 ms [2021-09-16 14:47:22 main:574] : INFO : Epoch 1784 | loss: 0.0309776 | val_loss: 0.0312297 | Time: 1719.76 ms [2021-09-16 14:47:24 main:574] : INFO : Epoch 1785 | loss: 0.0309699 | val_loss: 0.0312196 | Time: 1639.66 ms [2021-09-16 14:47:26 main:574] : INFO : Epoch 1786 | loss: 0.0309726 | val_loss: 0.0312625 | Time: 1755.87 ms [2021-09-16 14:47:28 main:574] : INFO : Epoch 1787 | loss: 0.0309775 | val_loss: 0.0312529 | Time: 1680.83 ms [2021-09-16 14:47:30 main:574] : INFO : Epoch 1788 | loss: 0.0309824 | val_loss: 0.0312398 | Time: 1692.03 ms [2021-09-16 14:47:31 main:574] : INFO : Epoch 1789 | loss: 0.0309765 | val_loss: 0.0312155 | Time: 1659.49 ms [2021-09-16 14:47:33 main:574] : INFO : Epoch 1790 | loss: 0.0309688 | val_loss: 0.0312346 | Time: 1732.17 ms [2021-09-16 14:47:35 main:574] : INFO : Epoch 1791 | loss: 0.0309691 | val_loss: 0.0312501 | Time: 1721.71 ms [2021-09-16 14:47:37 main:574] : INFO : Epoch 1792 | loss: 0.0309771 | val_loss: 0.0312331 | Time: 1778.23 ms [2021-09-16 14:47:39 main:574] : INFO : Epoch 1793 | loss: 0.0309754 | val_loss: 0.0312405 | Time: 1755.38 ms [2021-09-16 14:47:40 main:574] : INFO : Epoch 1794 | loss: 0.0309807 | val_loss: 0.0312224 | Time: 1721.15 ms [2021-09-16 14:47:42 main:574] : INFO : Epoch 1795 | loss: 0.0309682 | val_loss: 0.0312381 | Time: 1694.69 ms [2021-09-16 14:47:44 main:574] : INFO : Epoch 1796 | loss: 0.0309666 | val_loss: 0.0312281 | Time: 1703.44 ms [2021-09-16 14:47:46 main:574] : INFO : Epoch 1797 | loss: 0.030972 | val_loss: 0.0312331 | Time: 1663.07 ms [2021-09-16 14:47:48 main:574] : INFO : Epoch 1798 | loss: 0.0309739 | val_loss: 0.0312336 | Time: 1641.88 ms [2021-09-16 14:47:49 main:574] : INFO : Epoch 1799 | loss: 0.0309683 | val_loss: 0.0312229 | Time: 1695.42 ms [2021-09-16 14:47:51 main:574] : INFO : Epoch 1800 | loss: 0.0309721 | val_loss: 0.0312573 | Time: 1674.89 ms [2021-09-16 14:47:53 main:574] : INFO : Epoch 1801 | loss: 0.0309769 | val_loss: 0.031243 | Time: 1681.9 ms [2021-09-16 14:47:55 main:574] : INFO : Epoch 1802 | loss: 0.0309791 | val_loss: 0.0312375 | Time: 1651.69 ms [2021-09-16 14:47:56 main:574] : INFO : Epoch 1803 | loss: 0.0309701 | val_loss: 0.031212 | Time: 1684.22 ms [2021-09-16 14:47:58 main:574] : INFO : Epoch 1804 | loss: 0.0309641 | val_loss: 0.0312307 | Time: 1678.14 ms [2021-09-16 14:48:00 main:574] : INFO : Epoch 1805 | loss: 0.0309625 | val_loss: 0.031244 | Time: 1664.08 ms [2021-09-16 14:48:02 main:574] : INFO : Epoch 1806 | loss: 0.03096 | val_loss: 0.0312151 | Time: 1641.91 ms [2021-09-16 14:48:03 main:574] : INFO : Epoch 1807 | loss: 0.0309593 | val_loss: 0.0312369 | Time: 1669.38 ms [2021-09-16 14:48:05 main:574] : INFO : Epoch 1808 | loss: 0.030967 | val_loss: 0.0312275 | Time: 1672.27 ms [2021-09-16 14:48:07 main:574] : INFO : Epoch 1809 | loss: 0.0309743 | val_loss: 0.0312667 | Time: 1698.91 ms [2021-09-16 14:48:09 main:574] : INFO : Epoch 1810 | loss: 0.0309736 | val_loss: 0.0312245 | Time: 1658.19 ms [2021-09-16 14:48:10 main:574] : INFO : Epoch 1811 | loss: 0.0309742 | val_loss: 0.0312089 | Time: 1675.77 ms [2021-09-16 14:48:12 main:574] : INFO : Epoch 1812 | loss: 0.0309709 | val_loss: 0.031226 | Time: 1705.33 ms [2021-09-16 14:48:14 main:574] : INFO : Epoch 1813 | loss: 0.030975 | val_loss: 0.0312335 | Time: 1678.09 ms [2021-09-16 14:48:16 main:574] : INFO : Epoch 1814 | loss: 0.0309805 | val_loss: 0.0312229 | Time: 1627.91 ms [2021-09-16 14:48:17 main:574] : INFO : Epoch 1815 | loss: 0.0309636 | val_loss: 0.0312393 | Time: 1638.69 ms [2021-09-16 14:48:19 main:574] : INFO : Epoch 1816 | loss: 0.0309632 | val_loss: 0.0312402 | Time: 1686.97 ms [2021-09-16 14:48:21 main:574] : INFO : Epoch 1817 | loss: 0.0310155 | val_loss: 0.0312116 | Time: 1651.1 ms [2021-09-16 14:48:23 main:574] : INFO : Epoch 1818 | loss: 0.031002 | val_loss: 0.0312232 | Time: 1716.22 ms [2021-09-16 14:48:24 main:574] : INFO : Epoch 1819 | loss: 0.0309891 | val_loss: 0.031219 | Time: 1736.08 ms [2021-09-16 14:48:26 main:574] : INFO : Epoch 1820 | loss: 0.0309756 | val_loss: 0.0312274 | Time: 1662.83 ms [2021-09-16 14:48:29 main:574] : INFO : Epoch 1821 | loss: 0.0309651 | val_loss: 0.0312409 | Time: 1679.13 ms [2021-09-16 14:48:31 main:574] : INFO : Epoch 1822 | loss: 0.0309675 | val_loss: 0.0312295 | Time: 1700.22 ms [2021-09-16 14:48:33 main:574] : INFO : Epoch 1823 | loss: 0.0309585 | val_loss: 0.0312267 | Time: 1689.57 ms [2021-09-16 14:48:35 main:574] : INFO : Epoch 1824 | loss: 0.0309724 | val_loss: 0.0312206 | Time: 1686.58 ms [2021-09-16 14:48:36 main:574] : INFO : Epoch 1825 | loss: 0.0309695 | val_loss: 0.0312595 | Time: 1695.59 ms [2021-09-16 14:48:38 main:574] : INFO : Epoch 1826 | loss: 0.0309679 | val_loss: 0.0312382 | Time: 1669.75 ms [2021-09-16 14:48:40 main:574] : INFO : Epoch 1827 | loss: 0.0309733 | val_loss: 0.0312392 | Time: 1698.92 ms [2021-09-16 14:48:42 main:574] : INFO : Epoch 1828 | loss: 0.0309691 | val_loss: 0.0312292 | Time: 1667.88 ms [2021-09-16 14:48:43 main:574] : INFO : Epoch 1829 | loss: 0.0309735 | val_loss: 0.0312369 | Time: 1645.89 ms [2021-09-16 14:48:45 main:574] : INFO : Epoch 1830 | loss: 0.030977 | val_loss: 0.0312317 | Time: 1679 ms [2021-09-16 14:48:47 main:574] : INFO : Epoch 1831 | loss: 0.0309969 | val_loss: 0.0312091 | Time: 1706.48 ms [2021-09-16 14:48:50 main:574] : INFO : Epoch 1832 | loss: 0.0309877 | val_loss: 0.0312338 | Time: 1674.8 ms [2021-09-16 14:48:51 main:574] : INFO : Epoch 1833 | loss: 0.0309775 | val_loss: 0.0312342 | Time: 1660.09 ms [2021-09-16 14:48:53 main:574] : INFO : Epoch 1834 | loss: 0.0309781 | val_loss: 0.0312531 | Time: 1651.94 ms [2021-09-16 14:48:55 main:574] : INFO : Epoch 1835 | loss: 0.0309788 | val_loss: 0.0312441 | Time: 1741.75 ms [2021-09-16 14:48:57 main:574] : INFO : Epoch 1836 | loss: 0.030972 | val_loss: 0.0312252 | Time: 1736.2 ms [2021-09-16 14:48:59 main:574] : INFO : Epoch 1837 | loss: 0.0309672 | val_loss: 0.031232 | Time: 1683.29 ms [2021-09-16 14:49:01 main:574] : INFO : Epoch 1838 | loss: 0.0309653 | val_loss: 0.0312361 | Time: 1722 ms [2021-09-16 14:49:02 main:574] : INFO : Epoch 1839 | loss: 0.0309687 | val_loss: 0.031251 | Time: 1654.16 ms [2021-09-16 14:49:04 main:574] : INFO : Epoch 1840 | loss: 0.0309697 | val_loss: 0.0312339 | Time: 1671.55 ms [2021-09-16 14:49:06 main:574] : INFO : Epoch 1841 | loss: 0.0309635 | val_loss: 0.0312331 | Time: 1692.32 ms [2021-09-16 14:49:08 main:574] : INFO : Epoch 1842 | loss: 0.030967 | val_loss: 0.0312452 | Time: 1659.69 ms [2021-09-16 14:49:09 main:574] : INFO : Epoch 1843 | loss: 0.0309748 | val_loss: 0.0312348 | Time: 1698.1 ms [2021-09-16 14:49:11 main:574] : INFO : Epoch 1844 | loss: 0.0309709 | val_loss: 0.0312304 | Time: 1715.2 ms [2021-09-16 14:49:13 main:574] : INFO : Epoch 1845 | loss: 0.0309697 | val_loss: 0.0312519 | Time: 1742.72 ms [2021-09-16 14:49:15 main:574] : INFO : Epoch 1846 | loss: 0.03098 | val_loss: 0.0312272 | Time: 1648.13 ms [2021-09-16 14:49:16 main:574] : INFO : Epoch 1847 | loss: 0.0309789 | val_loss: 0.0312355 | Time: 1651.08 ms [2021-09-16 14:49:18 main:574] : INFO : Epoch 1848 | loss: 0.0309711 | val_loss: 0.0312393 | Time: 1651.63 ms [2021-09-16 14:49:20 main:574] : INFO : Epoch 1849 | loss: 0.0309718 | val_loss: 0.0312462 | Time: 1658.89 ms [2021-09-16 14:49:22 main:574] : INFO : Epoch 1850 | loss: 0.0309648 | val_loss: 0.0312222 | Time: 1714.52 ms [2021-09-16 14:49:23 main:574] : INFO : Epoch 1851 | loss: 0.0309568 | val_loss: 0.0312457 | Time: 1687.7 ms [2021-09-16 14:49:25 main:574] : INFO : Epoch 1852 | loss: 0.0309584 | val_loss: 0.0312088 | Time: 1700.04 ms [2021-09-16 14:49:27 main:574] : INFO : Epoch 1853 | loss: 0.0309589 | val_loss: 0.0312459 | Time: 1679.92 ms [2021-09-16 14:49:29 main:574] : INFO : Epoch 1854 | loss: 0.0309679 | val_loss: 0.0312202 | Time: 1710.37 ms [2021-09-16 14:49:31 main:574] : INFO : Epoch 1855 | loss: 0.0309694 | val_loss: 0.0312289 | Time: 1651.98 ms [2021-09-16 14:49:33 main:574] : INFO : Epoch 1856 | loss: 0.0309606 | val_loss: 0.0312458 | Time: 1669.4 ms [2021-09-16 14:49:34 main:574] : INFO : Epoch 1857 | loss: 0.0309719 | val_loss: 0.0312249 | Time: 1596.74 ms [2021-09-16 14:49:36 main:574] : INFO : Epoch 1858 | loss: 0.030978 | val_loss: 0.0312358 | Time: 1682.22 ms [2021-09-16 14:49:38 main:574] : INFO : Epoch 1859 | loss: 0.0309713 | val_loss: 0.0312366 | Time: 1689.43 ms [2021-09-16 14:49:40 main:574] : INFO : Epoch 1860 | loss: 0.030968 | val_loss: 0.0312521 | Time: 1675.08 ms [2021-09-16 14:49:42 main:574] : INFO : Epoch 1861 | loss: 0.0309697 | val_loss: 0.0312402 | Time: 1635.76 ms [2021-09-16 14:49:43 main:574] : INFO : Epoch 1862 | loss: 0.0309725 | val_loss: 0.0312365 | Time: 1708.75 ms [2021-09-16 14:49:45 main:574] : INFO : Epoch 1863 | loss: 0.0309688 | val_loss: 0.031235 | Time: 1706.87 ms [2021-09-16 14:49:47 main:574] : INFO : Epoch 1864 | loss: 0.0309724 | val_loss: 0.0312218 | Time: 1685.88 ms [2021-09-16 14:49:49 main:574] : INFO : Epoch 1865 | loss: 0.0309717 | val_loss: 0.0312273 | Time: 1688.37 ms [2021-09-16 14:49:50 main:574] : INFO : Epoch 1866 | loss: 0.0309664 | val_loss: 0.0312241 | Time: 1586.17 ms [2021-09-16 14:49:52 main:574] : INFO : Epoch 1867 | loss: 0.0309608 | val_loss: 0.0312459 | Time: 1668.09 ms [2021-09-16 14:49:54 main:574] : INFO : Epoch 1868 | loss: 0.0309606 | val_loss: 0.0312513 | Time: 1657.29 ms [2021-09-16 14:49:56 main:574] : INFO : Epoch 1869 | loss: 0.0309712 | val_loss: 0.0312285 | Time: 1679.68 ms [2021-09-16 14:49:58 main:574] : INFO : Epoch 1870 | loss: 0.0309846 | val_loss: 0.0312106 | Time: 1690.02 ms [2021-09-16 14:50:00 main:574] : INFO : Epoch 1871 | loss: 0.0309829 | val_loss: 0.0312277 | Time: 1690.79 ms [2021-09-16 14:50:02 main:574] : INFO : Epoch 1872 | loss: 0.0309713 | val_loss: 0.0312238 | Time: 1668.93 ms [2021-09-16 14:50:03 main:574] : INFO : Epoch 1873 | loss: 0.030964 | val_loss: 0.031245 | Time: 1685.14 ms [2021-09-16 14:50:05 main:574] : INFO : Epoch 1874 | loss: 0.0309672 | val_loss: 0.0312469 | Time: 1705.97 ms [2021-09-16 14:50:07 main:574] : INFO : Epoch 1875 | loss: 0.0309717 | val_loss: 0.0312116 | Time: 1678.43 ms [2021-09-16 14:50:09 main:574] : INFO : Epoch 1876 | loss: 0.0309668 | val_loss: 0.0312285 | Time: 1700.88 ms [2021-09-16 14:50:10 main:574] : INFO : Epoch 1877 | loss: 0.0309657 | val_loss: 0.0312481 | Time: 1654.7 ms [2021-09-16 14:50:12 main:574] : INFO : Epoch 1878 | loss: 0.0309628 | val_loss: 0.0312433 | Time: 1656.74 ms [2021-09-16 14:50:14 main:574] : INFO : Epoch 1879 | loss: 0.0309695 | val_loss: 0.0312458 | Time: 1706.5 ms [2021-09-16 14:50:16 main:574] : INFO : Epoch 1880 | loss: 0.0309699 | val_loss: 0.0312249 | Time: 1814.9 ms [2021-09-16 14:50:18 main:574] : INFO : Epoch 1881 | loss: 0.030973 | val_loss: 0.0312333 | Time: 1705.39 ms [2021-09-16 14:50:19 main:574] : INFO : Epoch 1882 | loss: 0.0309688 | val_loss: 0.0312531 | Time: 1726.27 ms [2021-09-16 14:50:21 main:574] : INFO : Epoch 1883 | loss: 0.0309601 | val_loss: 0.0312311 | Time: 1648.58 ms [2021-09-16 14:50:23 main:574] : INFO : Epoch 1884 | loss: 0.0309643 | val_loss: 0.0312327 | Time: 1716.12 ms [2021-09-16 14:50:25 main:574] : INFO : Epoch 1885 | loss: 0.0309645 | val_loss: 0.0312134 | Time: 1659.84 ms [2021-09-16 14:50:27 main:574] : INFO : Epoch 1886 | loss: 0.0309688 | val_loss: 0.031236 | Time: 1653.58 ms [2021-09-16 14:50:29 main:574] : INFO : Epoch 1887 | loss: 0.0309741 | val_loss: 0.0312327 | Time: 1703.78 ms [2021-09-16 14:50:30 main:574] : INFO : Epoch 1888 | loss: 0.0309767 | val_loss: 0.0312273 | Time: 1725.66 ms [2021-09-16 14:50:32 main:574] : INFO : Epoch 1889 | loss: 0.0309889 | val_loss: 0.031231 | Time: 1702.33 ms [2021-09-16 14:50:34 main:574] : INFO : Epoch 1890 | loss: 0.0309664 | val_loss: 0.0312467 | Time: 1664.54 ms [2021-09-16 14:50:36 main:574] : INFO : Epoch 1891 | loss: 0.0309595 | val_loss: 0.0312478 | Time: 1735.24 ms [2021-09-16 14:50:38 main:574] : INFO : Epoch 1892 | loss: 0.0309658 | val_loss: 0.0312512 | Time: 1754.24 ms [2021-09-16 14:50:39 main:574] : INFO : Epoch 1893 | loss: 0.0309685 | val_loss: 0.0312198 | Time: 1760.47 ms [2021-09-16 14:50:41 main:574] : INFO : Epoch 1894 | loss: 0.0309657 | val_loss: 0.0312508 | Time: 1697.24 ms [2021-09-16 14:50:43 main:574] : INFO : Epoch 1895 | loss: 0.0309771 | val_loss: 0.0312198 | Time: 1654.56 ms [2021-09-16 14:50:45 main:574] : INFO : Epoch 1896 | loss: 0.0309709 | val_loss: 0.0312483 | Time: 1665.03 ms [2021-09-16 14:50:47 main:574] : INFO : Epoch 1897 | loss: 0.0309753 | val_loss: 0.031228 | Time: 1765.16 ms [2021-09-16 14:50:48 main:574] : INFO : Epoch 1898 | loss: 0.0309788 | val_loss: 0.0312131 | Time: 1721.17 ms [2021-09-16 14:50:50 main:574] : INFO : Epoch 1899 | loss: 0.030983 | val_loss: 0.0312342 | Time: 1694.26 ms [2021-09-16 14:50:52 main:574] : INFO : Epoch 1900 | loss: 0.0309768 | val_loss: 0.0312158 | Time: 1684.93 ms [2021-09-16 14:50:54 main:574] : INFO : Epoch 1901 | loss: 0.0309717 | val_loss: 0.0312171 | Time: 1723.51 ms [2021-09-16 14:50:57 main:574] : INFO : Epoch 1902 | loss: 0.0309818 | val_loss: 0.031233 | Time: 1665.08 ms [2021-09-16 14:50:59 main:574] : INFO : Epoch 1903 | loss: 0.0309742 | val_loss: 0.031249 | Time: 1723.21 ms [2021-09-16 14:51:01 main:574] : INFO : Epoch 1904 | loss: 0.0309662 | val_loss: 0.0312148 | Time: 1659.58 ms [2021-09-16 14:51:03 main:574] : INFO : Epoch 1905 | loss: 0.0309736 | val_loss: 0.0312504 | Time: 1683.86 ms [2021-09-16 14:51:04 main:574] : INFO : Epoch 1906 | loss: 0.0309733 | val_loss: 0.0312152 | Time: 1680.09 ms [2021-09-16 14:51:06 main:574] : INFO : Epoch 1907 | loss: 0.0309752 | val_loss: 0.0312276 | Time: 1660.71 ms [2021-09-16 14:51:08 main:574] : INFO : Epoch 1908 | loss: 0.0309656 | val_loss: 0.0312316 | Time: 1677.87 ms [2021-09-16 14:51:10 main:574] : INFO : Epoch 1909 | loss: 0.0309703 | val_loss: 0.0312139 | Time: 1691.56 ms [2021-09-16 14:51:12 main:574] : INFO : Epoch 1910 | loss: 0.0309743 | val_loss: 0.0312172 | Time: 1695.52 ms [2021-09-16 14:51:14 main:574] : INFO : Epoch 1911 | loss: 0.0309673 | val_loss: 0.0312403 | Time: 1695.17 ms [2021-09-16 14:51:15 main:574] : INFO : Epoch 1912 | loss: 0.0309747 | val_loss: 0.0312261 | Time: 1645.61 ms [2021-09-16 14:51:19 main:574] : INFO : Epoch 1913 | loss: 0.0309629 | val_loss: 0.0312286 | Time: 1666.73 ms [2021-09-16 14:51:21 main:574] : INFO : Epoch 1914 | loss: 0.030959 | val_loss: 0.0312246 | Time: 1635.89 ms [2021-09-16 14:51:22 main:574] : INFO : Epoch 1915 | loss: 0.0309702 | val_loss: 0.0312136 | Time: 1650.17 ms [2021-09-16 14:51:24 main:574] : INFO : Epoch 1916 | loss: 0.0309733 | val_loss: 0.031234 | Time: 1661.95 ms [2021-09-16 14:51:26 main:574] : INFO : Epoch 1917 | loss: 0.0309657 | val_loss: 0.0312377 | Time: 1703.33 ms [2021-09-16 14:51:29 main:574] : INFO : Epoch 1918 | loss: 0.030987 | val_loss: 0.0312198 | Time: 1720.16 ms [2021-09-16 14:51:31 main:574] : INFO : Epoch 1919 | loss: 0.0309822 | val_loss: 0.0312144 | Time: 1619.25 ms [2021-09-16 14:51:33 main:574] : INFO : Epoch 1920 | loss: 0.0309684 | val_loss: 0.0312502 | Time: 1677.04 ms [2021-09-16 14:51:35 main:574] : INFO : Epoch 1921 | loss: 0.0309762 | val_loss: 0.0312377 | Time: 1674 ms [2021-09-16 14:51:37 main:574] : INFO : Epoch 1922 | loss: 0.0309701 | val_loss: 0.0312336 | Time: 1712.51 ms [2021-09-16 14:51:38 main:574] : INFO : Epoch 1923 | loss: 0.0309724 | val_loss: 0.03124 | Time: 1743.41 ms [2021-09-16 14:51:40 main:574] : INFO : Epoch 1924 | loss: 0.0309854 | val_loss: 0.0312334 | Time: 1727.65 ms [2021-09-16 14:51:42 main:574] : INFO : Epoch 1925 | loss: 0.0309761 | val_loss: 0.0312141 | Time: 1675.42 ms [2021-09-16 14:51:44 main:574] : INFO : Epoch 1926 | loss: 0.0309811 | val_loss: 0.0312446 | Time: 1651.5 ms [2021-09-16 14:51:45 main:574] : INFO : Epoch 1927 | loss: 0.0309692 | val_loss: 0.031238 | Time: 1713.2 ms [2021-09-16 14:51:47 main:574] : INFO : Epoch 1928 | loss: 0.0309608 | val_loss: 0.0312335 | Time: 1650.14 ms [2021-09-16 14:51:49 main:574] : INFO : Epoch 1929 | loss: 0.030957 | val_loss: 0.0312527 | Time: 1682.38 ms [2021-09-16 14:51:51 main:574] : INFO : Epoch 1930 | loss: 0.0309649 | val_loss: 0.0312316 | Time: 1731.85 ms [2021-09-16 14:51:52 main:574] : INFO : Epoch 1931 | loss: 0.0309647 | val_loss: 0.0312428 | Time: 1668.64 ms [2021-09-16 14:51:54 main:574] : INFO : Epoch 1932 | loss: 0.0309663 | val_loss: 0.031225 | Time: 1664.26 ms [2021-09-16 14:51:56 main:574] : INFO : Epoch 1933 | loss: 0.0309755 | val_loss: 0.0312277 | Time: 1659.75 ms [2021-09-16 14:51:58 main:574] : INFO : Epoch 1934 | loss: 0.0309841 | val_loss: 0.0312147 | Time: 1724.61 ms [2021-09-16 14:51:59 main:574] : INFO : Epoch 1935 | loss: 0.0309734 | val_loss: 0.0312354 | Time: 1622.52 ms [2021-09-16 14:52:01 main:574] : INFO : Epoch 1936 | loss: 0.0309823 | val_loss: 0.0312386 | Time: 1693.71 ms [2021-09-16 14:52:03 main:574] : INFO : Epoch 1937 | loss: 0.0309702 | val_loss: 0.0312324 | Time: 1680.49 ms [2021-09-16 14:52:05 main:574] : INFO : Epoch 1938 | loss: 0.0309615 | val_loss: 0.0312177 | Time: 1681.71 ms [2021-09-16 14:52:07 main:574] : INFO : Epoch 1939 | loss: 0.0309667 | val_loss: 0.0312206 | Time: 1781.95 ms [2021-09-16 14:52:09 main:574] : INFO : Epoch 1940 | loss: 0.0309688 | val_loss: 0.0312169 | Time: 1700.84 ms [2021-09-16 14:52:10 main:574] : INFO : Epoch 1941 | loss: 0.0309722 | val_loss: 0.0312353 | Time: 1715.1 ms [2021-09-16 14:52:12 main:574] : INFO : Epoch 1942 | loss: 0.0309749 | val_loss: 0.0312574 | Time: 1701.42 ms [2021-09-16 14:52:14 main:574] : INFO : Epoch 1943 | loss: 0.0309641 | val_loss: 0.0312281 | Time: 1633.96 ms [2021-09-16 14:52:16 main:574] : INFO : Epoch 1944 | loss: 0.0309877 | val_loss: 0.0312169 | Time: 1747.47 ms [2021-09-16 14:52:18 main:574] : INFO : Epoch 1945 | loss: 0.0310184 | val_loss: 0.0312141 | Time: 1658.44 ms [2021-09-16 14:52:19 main:574] : INFO : Epoch 1946 | loss: 0.0309936 | val_loss: 0.0312276 | Time: 1670.59 ms [2021-09-16 14:52:21 main:574] : INFO : Epoch 1947 | loss: 0.030972 | val_loss: 0.0312464 | Time: 1676.69 ms [2021-09-16 14:52:23 main:574] : INFO : Epoch 1948 | loss: 0.0309607 | val_loss: 0.0312275 | Time: 1723.69 ms [2021-09-16 14:52:25 main:574] : INFO : Epoch 1949 | loss: 0.030966 | val_loss: 0.0312083 | Time: 1741.84 ms [2021-09-16 14:52:27 main:574] : INFO : Epoch 1950 | loss: 0.0309794 | val_loss: 0.0312486 | Time: 1698.3 ms [2021-09-16 14:52:28 main:574] : INFO : Epoch 1951 | loss: 0.0309705 | val_loss: 0.0312379 | Time: 1716.38 ms [2021-09-16 14:52:30 main:574] : INFO : Epoch 1952 | loss: 0.0309692 | val_loss: 0.0312439 | Time: 1719.88 ms [2021-09-16 14:52:32 main:574] : INFO : Epoch 1953 | loss: 0.0309683 | val_loss: 0.0312196 | Time: 1668.74 ms [2021-09-16 14:52:34 main:574] : INFO : Epoch 1954 | loss: 0.0309686 | val_loss: 0.0312367 | Time: 1737.07 ms [2021-09-16 14:52:36 main:574] : INFO : Epoch 1955 | loss: 0.0309661 | val_loss: 0.031249 | Time: 1702.02 ms [2021-09-16 14:52:38 main:574] : INFO : Epoch 1956 | loss: 0.0309671 | val_loss: 0.0312659 | Time: 1669.46 ms [2021-09-16 14:52:39 main:574] : INFO : Epoch 1957 | loss: 0.030968 | val_loss: 0.0312522 | Time: 1809.71 ms [2021-09-16 14:52:41 main:574] : INFO : Epoch 1958 | loss: 0.0309608 | val_loss: 0.0312323 | Time: 1682.89 ms [2021-09-16 14:52:43 main:574] : INFO : Epoch 1959 | loss: 0.0309699 | val_loss: 0.0312378 | Time: 1718.78 ms [2021-09-16 14:52:45 main:574] : INFO : Epoch 1960 | loss: 0.0309625 | val_loss: 0.0312379 | Time: 1669.98 ms [2021-09-16 14:52:47 main:574] : INFO : Epoch 1961 | loss: 0.0309611 | val_loss: 0.0312409 | Time: 1708.84 ms [2021-09-16 14:52:49 main:574] : INFO : Epoch 1962 | loss: 0.0309676 | val_loss: 0.0312229 | Time: 1673.72 ms [2021-09-16 14:52:51 main:574] : INFO : Epoch 1963 | loss: 0.0309786 | val_loss: 0.0312371 | Time: 1803.31 ms [2021-09-16 14:52:52 main:574] : INFO : Epoch 1964 | loss: 0.030972 | val_loss: 0.031247 | Time: 1890.15 ms [2021-09-16 14:52:54 main:574] : INFO : Epoch 1965 | loss: 0.0309657 | val_loss: 0.0312317 | Time: 1756.9 ms [2021-09-16 14:52:56 main:574] : INFO : Epoch 1966 | loss: 0.0309673 | val_loss: 0.031267 | Time: 1729.83 ms [2021-09-16 14:52:58 main:574] : INFO : Epoch 1967 | loss: 0.0309653 | val_loss: 0.0312212 | Time: 1857.4 ms [2021-09-16 14:53:00 main:574] : INFO : Epoch 1968 | loss: 0.0309629 | val_loss: 0.0312447 | Time: 1662.41 ms [2021-09-16 14:53:03 main:574] : INFO : Epoch 1969 | loss: 0.0309678 | val_loss: 0.0312242 | Time: 1668.82 ms [2021-09-16 14:53:05 main:574] : INFO : Epoch 1970 | loss: 0.0309644 | val_loss: 0.0312396 | Time: 1707.36 ms [2021-09-16 14:53:07 main:574] : INFO : Epoch 1971 | loss: 0.0309657 | val_loss: 0.0312339 | Time: 1705.99 ms [2021-09-16 14:53:10 main:574] : INFO : Epoch 1972 | loss: 0.03096 | val_loss: 0.0312568 | Time: 1735.73 ms [2021-09-16 14:53:11 main:574] : INFO : Epoch 1973 | loss: 0.0309609 | val_loss: 0.0312465 | Time: 1673.46 ms [2021-09-16 14:53:13 main:574] : INFO : Epoch 1974 | loss: 0.0309633 | val_loss: 0.0312396 | Time: 1667.87 ms [2021-09-16 14:53:15 main:574] : INFO : Epoch 1975 | loss: 0.0309637 | val_loss: 0.0312446 | Time: 1769.37 ms [2021-09-16 14:53:17 main:574] : INFO : Epoch 1976 | loss: 0.0309557 | val_loss: 0.0312594 | Time: 1805.13 ms [2021-09-16 14:53:19 main:574] : INFO : Epoch 1977 | loss: 0.0309633 | val_loss: 0.0312326 | Time: 1692.89 ms [2021-09-16 14:53:21 main:574] : INFO : Epoch 1978 | loss: 0.0309601 | val_loss: 0.031232 | Time: 1688.43 ms [2021-09-16 14:53:22 main:574] : INFO : Epoch 1979 | loss: 0.0309532 | val_loss: 0.0312373 | Time: 1723.82 ms [2021-09-16 14:53:24 main:574] : INFO : Epoch 1980 | loss: 0.0309634 | val_loss: 0.0312296 | Time: 1688.66 ms [2021-09-16 14:53:26 main:574] : INFO : Epoch 1981 | loss: 0.0309645 | val_loss: 0.031232 | Time: 1721.51 ms [2021-09-16 14:53:28 main:574] : INFO : Epoch 1982 | loss: 0.0309658 | val_loss: 0.0312206 | Time: 1614.84 ms [2021-09-16 14:53:30 main:574] : INFO : Epoch 1983 | loss: 0.0309713 | val_loss: 0.0312355 | Time: 1732.53 ms [2021-09-16 14:53:31 main:574] : INFO : Epoch 1984 | loss: 0.0309744 | val_loss: 0.0312153 | Time: 1670.51 ms [2021-09-16 14:53:33 main:574] : INFO : Epoch 1985 | loss: 0.030976 | val_loss: 0.0312362 | Time: 1739.82 ms [2021-09-16 14:53:35 main:574] : INFO : Epoch 1986 | loss: 0.030974 | val_loss: 0.0312118 | Time: 1816.03 ms [2021-09-16 14:53:37 main:574] : INFO : Epoch 1987 | loss: 0.030972 | val_loss: 0.0312374 | Time: 1668.08 ms [2021-09-16 14:53:39 main:574] : INFO : Epoch 1988 | loss: 0.0309726 | val_loss: 0.0312321 | Time: 1771.04 ms [2021-09-16 14:53:41 main:574] : INFO : Epoch 1989 | loss: 0.0309806 | val_loss: 0.0312333 | Time: 1796.19 ms [2021-09-16 14:53:42 main:574] : INFO : Epoch 1990 | loss: 0.0309731 | val_loss: 0.0312479 | Time: 1685.26 ms [2021-09-16 14:53:44 main:574] : INFO : Epoch 1991 | loss: 0.0309692 | val_loss: 0.0312507 | Time: 1679.4 ms [2021-09-16 14:53:46 main:574] : INFO : Epoch 1992 | loss: 0.0309643 | val_loss: 0.0312384 | Time: 1700.04 ms [2021-09-16 14:53:48 main:574] : INFO : Epoch 1993 | loss: 0.0309632 | val_loss: 0.0312446 | Time: 1691.63 ms [2021-09-16 14:53:49 main:574] : INFO : Epoch 1994 | loss: 0.0309768 | val_loss: 0.0312475 | Time: 1700.32 ms [2021-09-16 14:53:51 main:574] : INFO : Epoch 1995 | loss: 0.0309694 | val_loss: 0.031238 | Time: 1750.72 ms [2021-09-16 14:53:53 main:574] : INFO : Epoch 1996 | loss: 0.0309626 | val_loss: 0.0312477 | Time: 1799.9 ms [2021-09-16 14:53:55 main:574] : INFO : Epoch 1997 | loss: 0.0309666 | val_loss: 0.0312338 | Time: 1688.6 ms [2021-09-16 14:53:57 main:574] : INFO : Epoch 1998 | loss: 0.0309954 | val_loss: 0.0312204 | Time: 1755.87 ms [2021-09-16 14:53:59 main:574] : INFO : Epoch 1999 | loss: 0.0309957 | val_loss: 0.0312128 | Time: 1684.27 ms [2021-09-16 14:54:01 main:574] : INFO : Epoch 2000 | loss: 0.0309792 | val_loss: 0.0312321 | Time: 1712.85 ms [2021-09-16 14:54:03 main:574] : INFO : Epoch 2001 | loss: 0.0309681 | val_loss: 0.0312234 | Time: 1732.17 ms [2021-09-16 14:54:05 main:574] : INFO : Epoch 2002 | loss: 0.0309685 | val_loss: 0.0312297 | Time: 1706.01 ms [2021-09-16 14:54:07 main:574] : INFO : Epoch 2003 | loss: 0.030962 | val_loss: 0.0312432 | Time: 1710.56 ms [2021-09-16 14:54:09 main:574] : INFO : Epoch 2004 | loss: 0.0309739 | val_loss: 0.0312384 | Time: 1719.92 ms [2021-09-16 14:54:11 main:574] : INFO : Epoch 2005 | loss: 0.0309718 | val_loss: 0.0312214 | Time: 1789.41 ms [2021-09-16 14:54:13 main:574] : INFO : Epoch 2006 | loss: 0.0309682 | val_loss: 0.0312207 | Time: 1756.34 ms [2021-09-16 14:54:15 main:574] : INFO : Epoch 2007 | loss: 0.0309653 | val_loss: 0.0312165 | Time: 1743.63 ms [2021-09-16 14:54:16 main:574] : INFO : Epoch 2008 | loss: 0.0309692 | val_loss: 0.0312143 | Time: 1702.97 ms [2021-09-16 14:54:18 main:574] : INFO : Epoch 2009 | loss: 0.0309723 | val_loss: 0.0312252 | Time: 1678.39 ms [2021-09-16 14:54:20 main:574] : INFO : Epoch 2010 | loss: 0.0309623 | val_loss: 0.0312229 | Time: 1709.76 ms [2021-09-16 14:54:22 main:574] : INFO : Epoch 2011 | loss: 0.0309736 | val_loss: 0.0312368 | Time: 1668.43 ms [2021-09-16 14:54:24 main:574] : INFO : Epoch 2012 | loss: 0.0309689 | val_loss: 0.0312567 | Time: 1727.51 ms [2021-09-16 14:54:25 main:574] : INFO : Epoch 2013 | loss: 0.0309635 | val_loss: 0.0312522 | Time: 1690.62 ms [2021-09-16 14:54:27 main:574] : INFO : Epoch 2014 | loss: 0.0309721 | val_loss: 0.0312132 | Time: 1763.84 ms [2021-09-16 14:54:29 main:574] : INFO : Epoch 2015 | loss: 0.0309832 | val_loss: 0.0311997 | Time: 1767.69 ms [2021-09-16 14:54:31 main:574] : INFO : Epoch 2016 | loss: 0.0309848 | val_loss: 0.0312172 | Time: 1795.1 ms [2021-09-16 14:54:33 main:574] : INFO : Epoch 2017 | loss: 0.0309783 | val_loss: 0.0312354 | Time: 1740.93 ms [2021-09-16 14:54:35 main:574] : INFO : Epoch 2018 | loss: 0.030969 | val_loss: 0.0312395 | Time: 1742.42 ms [2021-09-16 14:54:36 main:574] : INFO : Epoch 2019 | loss: 0.030973 | val_loss: 0.031232 | Time: 1718.65 ms [2021-09-16 14:54:38 main:574] : INFO : Epoch 2020 | loss: 0.0309646 | val_loss: 0.0312445 | Time: 1721.72 ms [2021-09-16 14:54:40 main:574] : INFO : Epoch 2021 | loss: 0.0309686 | val_loss: 0.0312318 | Time: 1727.71 ms [2021-09-16 14:54:42 main:574] : INFO : Epoch 2022 | loss: 0.0309639 | val_loss: 0.0312714 | Time: 1698.3 ms [2021-09-16 14:54:44 main:574] : INFO : Epoch 2023 | loss: 0.0309585 | val_loss: 0.0312361 | Time: 1672.75 ms [2021-09-16 14:54:46 main:574] : INFO : Epoch 2024 | loss: 0.0309659 | val_loss: 0.0312131 | Time: 1736.03 ms [2021-09-16 14:54:47 main:574] : INFO : Epoch 2025 | loss: 0.0309796 | val_loss: 0.0312205 | Time: 1789.2 ms [2021-09-16 14:54:49 main:574] : INFO : Epoch 2026 | loss: 0.0309678 | val_loss: 0.0312452 | Time: 1768.14 ms [2021-09-16 14:54:51 main:574] : INFO : Epoch 2027 | loss: 0.0309695 | val_loss: 0.031231 | Time: 1813.06 ms [2021-09-16 14:54:53 main:574] : INFO : Epoch 2028 | loss: 0.0309786 | val_loss: 0.0312353 | Time: 1735.61 ms [2021-09-16 14:54:55 main:574] : INFO : Epoch 2029 | loss: 0.0309792 | val_loss: 0.0312201 | Time: 1729.78 ms [2021-09-16 14:54:57 main:574] : INFO : Epoch 2030 | loss: 0.031006 | val_loss: 0.0312216 | Time: 1717.17 ms [2021-09-16 14:54:58 main:574] : INFO : Epoch 2031 | loss: 0.031001 | val_loss: 0.0312051 | Time: 1684.25 ms [2021-09-16 14:55:00 main:574] : INFO : Epoch 2032 | loss: 0.0309688 | val_loss: 0.0312328 | Time: 1716.86 ms [2021-09-16 14:55:02 main:574] : INFO : Epoch 2033 | loss: 0.0309746 | val_loss: 0.0312441 | Time: 1656.2 ms [2021-09-16 14:55:04 main:574] : INFO : Epoch 2034 | loss: 0.0309638 | val_loss: 0.0312584 | Time: 1783.64 ms [2021-09-16 14:55:06 main:574] : INFO : Epoch 2035 | loss: 0.0309662 | val_loss: 0.0312567 | Time: 1699.03 ms [2021-09-16 14:55:08 main:574] : INFO : Epoch 2036 | loss: 0.0309611 | val_loss: 0.0312454 | Time: 1752.5 ms [2021-09-16 14:55:20 main:574] : INFO : Epoch 2037 | loss: 0.0309675 | val_loss: 0.0312216 | Time: 11899.4 ms [2021-09-16 14:55:21 main:574] : INFO : Epoch 2038 | loss: 0.0309776 | val_loss: 0.0312341 | Time: 1653.25 ms [2021-09-16 14:55:23 main:574] : INFO : Epoch 2039 | loss: 0.0309713 | val_loss: 0.0312424 | Time: 1656.38 ms [2021-09-16 14:55:25 main:574] : INFO : Epoch 2040 | loss: 0.030975 | val_loss: 0.0312373 | Time: 1644.96 ms [2021-09-16 14:55:27 main:574] : INFO : Epoch 2041 | loss: 0.0309689 | val_loss: 0.0312403 | Time: 1686.83 ms [2021-09-16 14:55:29 main:574] : INFO : Epoch 2042 | loss: 0.0309737 | val_loss: 0.0312282 | Time: 1691.61 ms [2021-09-16 14:55:31 main:574] : INFO : Epoch 2043 | loss: 0.0309832 | val_loss: 0.0312705 | Time: 1673.88 ms [2021-09-16 14:55:33 main:574] : INFO : Epoch 2044 | loss: 0.0309676 | val_loss: 0.0312415 | Time: 1658.49 ms [2021-09-16 14:55:34 main:574] : INFO : Epoch 2045 | loss: 0.0309589 | val_loss: 0.0312499 | Time: 1692.13 ms [2021-09-16 14:55:36 main:574] : INFO : Epoch 2046 | loss: 0.030962 | val_loss: 0.031211 | Time: 1754.52 ms [2021-09-16 14:55:38 main:574] : INFO : Epoch 2047 | loss: 0.0309622 | val_loss: 0.0312251 | Time: 1684.45 ms [2021-09-16 14:55:41 main:574] : INFO : Epoch 2048 | loss: 0.0309759 | val_loss: 0.0312376 | Time: 1709.26 ms [2021-09-16 14:55:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312376 [2021-09-16 14:55:41 main:603] : INFO : Saving end state to config to file [2021-09-16 14:55:41 main:608] : INFO : Success, exiting.. 14:55:42 (17432): 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)