Task 5181316
| Name | ParityMachine-1619584801-16394-0_2 |
| Workunit | 3070415 |
| Created | 12 May 2021, 17:33:40 UTC |
| Sent | 12 May 2021, 20:41:11 UTC |
| Report deadline | 20 May 2021, 20:41:11 UTC |
| Received | 12 May 2021, 22:42:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 19 sec |
| CPU time | 59 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -12 17:29:15 main:574] : INFO : Epoch 1542 | loss: 0.0311357 | val_loss: 0.0311802 | Time: 1767.38 ms [2021-05-12 17:29:17 main:574] : INFO : Epoch 1543 | loss: 0.0311457 | val_loss: 0.0311757 | Time: 1765.35 ms [2021-05-12 17:29:18 main:574] : INFO : Epoch 1544 | loss: 0.0311439 | val_loss: 0.0311837 | Time: 1740.34 ms [2021-05-12 17:29:20 main:574] : INFO : Epoch 1545 | loss: 0.0311515 | val_loss: 0.0311829 | Time: 1756.54 ms [2021-05-12 17:29:22 main:574] : INFO : Epoch 1546 | loss: 0.031145 | val_loss: 0.0311738 | Time: 1764.33 ms [2021-05-12 17:29:24 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311729 | Time: 1758.32 ms [2021-05-12 17:29:26 main:574] : INFO : Epoch 1548 | loss: 0.0311409 | val_loss: 0.0311724 | Time: 1768.33 ms [2021-05-12 17:29:27 main:574] : INFO : Epoch 1549 | loss: 0.0311358 | val_loss: 0.0311731 | Time: 1762.73 ms [2021-05-12 17:29:29 main:574] : INFO : Epoch 1550 | loss: 0.0311384 | val_loss: 0.0311707 | Time: 1753.54 ms [2021-05-12 17:29:31 main:574] : INFO : Epoch 1551 | loss: 0.0311377 | val_loss: 0.0311731 | Time: 1765.26 ms [2021-05-12 17:29:33 main:574] : INFO : Epoch 1552 | loss: 0.0311353 | val_loss: 0.0311743 | Time: 1759.09 ms [2021-05-12 17:29:34 main:574] : INFO : Epoch 1553 | loss: 0.0311347 | val_loss: 0.031175 | Time: 1772.58 ms [2021-05-12 17:29:36 main:574] : INFO : Epoch 1554 | loss: 0.0311351 | val_loss: 0.0311716 | Time: 1762.08 ms [2021-05-12 17:29:38 main:574] : INFO : Epoch 1555 | loss: 0.0311357 | val_loss: 0.0311789 | Time: 1756.14 ms [2021-05-12 17:29:40 main:574] : INFO : Epoch 1556 | loss: 0.0311361 | val_loss: 0.0311739 | Time: 1760.76 ms [2021-05-12 17:29:41 main:574] : INFO : Epoch 1557 | loss: 0.0311366 | val_loss: 0.0311758 | Time: 1749.19 ms [2021-05-12 17:29:43 main:574] : INFO : Epoch 1558 | loss: 0.0311353 | val_loss: 0.0311721 | Time: 1763.9 ms [2021-05-12 17:29:45 main:574] : INFO : Epoch 1559 | loss: 0.0311346 | val_loss: 0.0311687 | Time: 1746.65 ms [2021-05-12 17:29:47 main:574] : INFO : Epoch 1560 | loss: 0.0311418 | val_loss: 0.0311707 | Time: 1767.09 ms [2021-05-12 17:29:48 main:574] : INFO : Epoch 1561 | loss: 0.0311404 | val_loss: 0.0311709 | Time: 1768.86 ms [2021-05-12 17:29:50 main:574] : INFO : Epoch 1562 | loss: 0.0311341 | val_loss: 0.0311769 | Time: 1761.22 ms [2021-05-12 17:29:52 main:574] : INFO : Epoch 1563 | loss: 0.031134 | val_loss: 0.0311735 | Time: 1749.92 ms [2021-05-12 17:29:54 main:574] : INFO : Epoch 1564 | loss: 0.0311366 | val_loss: 0.0311718 | Time: 1748.43 ms [2021-05-12 17:29:55 main:574] : INFO : Epoch 1565 | loss: 0.0311353 | val_loss: 0.0311722 | Time: 1766.11 ms [2021-05-12 17:29:57 main:574] : INFO : Epoch 1566 | loss: 0.0311363 | val_loss: 0.0311751 | Time: 1752.32 ms [2021-05-12 17:29:59 main:574] : INFO : Epoch 1567 | loss: 0.0311367 | val_loss: 0.0311744 | Time: 1750.11 ms [2021-05-12 17:30:01 main:574] : INFO : Epoch 1568 | loss: 0.0311403 | val_loss: 0.0311751 | Time: 1777.54 ms [2021-05-12 17:30:03 main:574] : INFO : Epoch 1569 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 1766.71 ms [2021-05-12 17:30:04 main:574] : INFO : Epoch 1570 | loss: 0.031135 | val_loss: 0.0311825 | Time: 1763.42 ms [2021-05-12 17:30:06 main:574] : INFO : Epoch 1571 | loss: 0.0311413 | val_loss: 0.031177 | Time: 1752.36 ms [2021-05-12 17:30:08 main:574] : INFO : Epoch 1572 | loss: 0.0311371 | val_loss: 0.0311736 | Time: 1750.74 ms [2021-05-12 17:30:10 main:574] : INFO : Epoch 1573 | loss: 0.0311345 | val_loss: 0.0311786 | Time: 1765.98 ms [2021-05-12 17:30:11 main:574] : INFO : Epoch 1574 | loss: 0.0311341 | val_loss: 0.0311768 | Time: 1763.5 ms [2021-05-12 17:30:13 main:574] : INFO : Epoch 1575 | loss: 0.0311334 | val_loss: 0.0311814 | Time: 1759.01 ms [2021-05-12 17:30:15 main:574] : INFO : Epoch 1576 | loss: 0.0311352 | val_loss: 0.0311758 | Time: 1754.93 ms [2021-05-12 17:30:17 main:574] : INFO : Epoch 1577 | loss: 0.0311397 | val_loss: 0.0311829 | Time: 1766.75 ms [2021-05-12 17:30:18 main:574] : INFO : Epoch 1578 | loss: 0.0311394 | val_loss: 0.0311734 | Time: 1766.65 ms [2021-05-12 17:30:20 main:574] : INFO : Epoch 1579 | loss: 0.0311404 | val_loss: 0.0311719 | Time: 1761.99 ms [2021-05-12 17:30:22 main:574] : INFO : Epoch 1580 | loss: 0.0311356 | val_loss: 0.0311793 | Time: 1749.86 ms [2021-05-12 17:30:24 main:574] : INFO : Epoch 1581 | loss: 0.0311324 | val_loss: 0.0311737 | Time: 1754.42 ms [2021-05-12 17:30:25 main:574] : INFO : Epoch 1582 | loss: 0.0311311 | val_loss: 0.031176 | Time: 1765.78 ms [2021-05-12 17:30:27 main:574] : INFO : Epoch 1583 | loss: 0.0311294 | val_loss: 0.0311738 | Time: 1757.28 ms [2021-05-12 17:30:29 main:574] : INFO : Epoch 1584 | loss: 0.0311275 | val_loss: 0.0311735 | Time: 1766.29 ms [2021-05-12 17:30:31 main:574] : INFO : Epoch 1585 | loss: 0.0311318 | val_loss: 0.0311706 | Time: 1742.38 ms [2021-05-12 17:30:33 main:574] : INFO : Epoch 1586 | loss: 0.0311363 | val_loss: 0.0311784 | Time: 1761.36 ms [2021-05-12 17:30:34 main:574] : INFO : Epoch 1587 | loss: 0.03114 | val_loss: 0.0311775 | Time: 1769.07 ms [2021-05-12 17:30:36 main:574] : INFO : Epoch 1588 | loss: 0.0311389 | val_loss: 0.0311715 | Time: 1768 ms [2021-05-12 17:30:38 main:574] : INFO : Epoch 1589 | loss: 0.0311346 | val_loss: 0.0311753 | Time: 1757.53 ms [2021-05-12 17:30:40 main:574] : INFO : Epoch 1590 | loss: 0.0311432 | val_loss: 0.031167 | Time: 1763.2 ms [2021-05-12 17:30:41 main:574] : INFO : Epoch 1591 | loss: 0.031143 | val_loss: 0.0311726 | Time: 1754.24 ms [2021-05-12 17:30:43 main:574] : INFO : Epoch 1592 | loss: 0.0311396 | val_loss: 0.0311679 | Time: 1754.07 ms [2021-05-12 17:30:45 main:574] : INFO : Epoch 1593 | loss: 0.0311381 | val_loss: 0.0311709 | Time: 1766.32 ms [2021-05-12 17:30:47 main:574] : INFO : Epoch 1594 | loss: 0.0311391 | val_loss: 0.0311715 | Time: 1752.99 ms [2021-05-12 17:30:48 main:574] : INFO : Epoch 1595 | loss: 0.0311357 | val_loss: 0.0311718 | Time: 1749.89 ms [2021-05-12 17:30:50 main:574] : INFO : Epoch 1596 | loss: 0.0311331 | val_loss: 0.0311652 | Time: 1739.91 ms [2021-05-12 17:30:52 main:574] : INFO : Epoch 1597 | loss: 0.0311308 | val_loss: 0.0311695 | Time: 1776.03 ms [2021-05-12 17:30:54 main:574] : INFO : Epoch 1598 | loss: 0.0311349 | val_loss: 0.0311759 | Time: 1758.69 ms [2021-05-12 17:30:55 main:574] : INFO : Epoch 1599 | loss: 0.0311335 | val_loss: 0.0311785 | Time: 1771.51 ms [2021-05-12 17:30:57 main:574] : INFO : Epoch 1600 | loss: 0.0311343 | val_loss: 0.0311658 | Time: 1753.8 ms [2021-05-12 17:30:59 main:574] : INFO : Epoch 1601 | loss: 0.0311345 | val_loss: 0.0311745 | Time: 1749.2 ms [2021-05-12 17:31:01 main:574] : INFO : Epoch 1602 | loss: 0.0311429 | val_loss: 0.0311689 | Time: 1775.7 ms [2021-05-12 17:31:03 main:574] : INFO : Epoch 1603 | loss: 0.0311365 | val_loss: 0.0311735 | Time: 1758.43 ms [2021-05-12 17:31:04 main:574] : INFO : Epoch 1604 | loss: 0.0311396 | val_loss: 0.031165 | Time: 1756.88 ms [2021-05-12 17:31:06 main:574] : INFO : Epoch 1605 | loss: 0.0311349 | val_loss: 0.0311653 | Time: 1745.77 ms [2021-05-12 17:31:08 main:574] : INFO : Epoch 1606 | loss: 0.0311329 | val_loss: 0.0311758 | Time: 1767.89 ms [2021-05-12 17:31:10 main:574] : INFO : Epoch 1607 | loss: 0.0311343 | val_loss: 0.0311627 | Time: 1743.1 ms [2021-05-12 17:31:11 main:574] : INFO : Epoch 1608 | loss: 0.0311283 | val_loss: 0.031165 | Time: 1761.17 ms [2021-05-12 17:31:13 main:574] : INFO : Epoch 1609 | loss: 0.0311298 | val_loss: 0.0311728 | Time: 1762.62 ms [2021-05-12 17:31:15 main:574] : INFO : Epoch 1610 | loss: 0.0311311 | val_loss: 0.0311751 | Time: 1755.25 ms [2021-05-12 17:31:17 main:574] : INFO : Epoch 1611 | loss: 0.0311274 | val_loss: 0.0311696 | Time: 1756.6 ms [2021-05-12 17:31:18 main:574] : INFO : Epoch 1612 | loss: 0.0311267 | val_loss: 0.0311639 | Time: 1760.28 ms [2021-05-12 17:31:20 main:574] : INFO : Epoch 1613 | loss: 0.0311289 | val_loss: 0.0311761 | Time: 1763.32 ms [2021-05-12 17:31:22 main:574] : INFO : Epoch 1614 | loss: 0.0311278 | val_loss: 0.0311726 | Time: 1746.45 ms [2021-05-12 17:31:24 main:574] : INFO : Epoch 1615 | loss: 0.0311257 | val_loss: 0.031175 | Time: 1761.46 ms [2021-05-12 17:31:25 main:574] : INFO : Epoch 1616 | loss: 0.0311255 | val_loss: 0.0311739 | Time: 1753.15 ms [2021-05-12 17:31:27 main:574] : INFO : Epoch 1617 | loss: 0.0311258 | val_loss: 0.0311729 | Time: 1744 ms [2021-05-12 17:31:29 main:574] : INFO : Epoch 1618 | loss: 0.031127 | val_loss: 0.0311728 | Time: 1751.59 ms [2021-05-12 17:31:31 main:574] : INFO : Epoch 1619 | loss: 0.031125 | val_loss: 0.0311705 | Time: 1752.29 ms [2021-05-12 17:31:32 main:574] : INFO : Epoch 1620 | loss: 0.0311286 | val_loss: 0.0311716 | Time: 1763.66 ms [2021-05-12 17:31:34 main:574] : INFO : Epoch 1621 | loss: 0.0311229 | val_loss: 0.0311729 | Time: 1746.62 ms [2021-05-12 17:31:36 main:574] : INFO : Epoch 1622 | loss: 0.0311216 | val_loss: 0.0311739 | Time: 1768.51 ms [2021-05-12 17:31:38 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.031174 | Time: 1762.52 ms [2021-05-12 17:31:40 main:574] : INFO : Epoch 1624 | loss: 0.0311254 | val_loss: 0.0311754 | Time: 1753.33 ms [2021-05-12 17:31:41 main:574] : INFO : Epoch 1625 | loss: 0.0311252 | val_loss: 0.0311736 | Time: 1743.23 ms [2021-05-12 17:31:43 main:574] : INFO : Epoch 1626 | loss: 0.0311259 | val_loss: 0.0311698 | Time: 1749.94 ms [2021-05-12 17:31:45 main:574] : INFO : Epoch 1627 | loss: 0.031131 | val_loss: 0.0311708 | Time: 1753.1 ms [2021-05-12 17:31:47 main:574] : INFO : Epoch 1628 | loss: 0.0311265 | val_loss: 0.0311667 | Time: 1766.63 ms [2021-05-12 17:31:48 main:574] : INFO : Epoch 1629 | loss: 0.0311256 | val_loss: 0.0311724 | Time: 1760.92 ms [2021-05-12 17:31:50 main:574] : INFO : Epoch 1630 | loss: 0.0311259 | val_loss: 0.0311848 | Time: 1748.76 ms [2021-05-12 17:31:52 main:574] : INFO : Epoch 1631 | loss: 0.0311266 | val_loss: 0.0311761 | Time: 1765.17 ms [2021-05-12 17:31:54 main:574] : INFO : Epoch 1632 | loss: 0.0311224 | val_loss: 0.0311729 | Time: 1765.28 ms [2021-05-12 17:31:55 main:574] : INFO : Epoch 1633 | loss: 0.0311285 | val_loss: 0.0311694 | Time: 1757.59 ms [2021-05-12 17:31:57 main:574] : INFO : Epoch 1634 | loss: 0.0311325 | val_loss: 0.0311759 | Time: 1754.12 ms [2021-05-12 17:31:59 main:574] : INFO : Epoch 1635 | loss: 0.0311348 | val_loss: 0.0311732 | Time: 1744.68 ms [2021-05-12 17:32:01 main:574] : INFO : Epoch 1636 | loss: 0.0311345 | val_loss: 0.0311753 | Time: 1771.67 ms [2021-05-12 17:32:02 main:574] : INFO : Epoch 1637 | loss: 0.0311285 | val_loss: 0.0311681 | Time: 1758.52 ms [2021-05-12 17:32:04 main:574] : INFO : Epoch 1638 | loss: 0.0311255 | val_loss: 0.0311781 | Time: 1764.84 ms [2021-05-12 17:32:06 main:574] : INFO : Epoch 1639 | loss: 0.0311269 | val_loss: 0.0311699 | Time: 1754.55 ms [2021-05-12 17:32:08 main:574] : INFO : Epoch 1640 | loss: 0.0311209 | val_loss: 0.0311755 | Time: 1767.35 ms [2021-05-12 17:32:09 main:574] : INFO : Epoch 1641 | loss: 0.0311187 | val_loss: 0.0311774 | Time: 1751.26 ms [2021-05-12 17:32:11 main:574] : INFO : Epoch 1642 | loss: 0.0311175 | val_loss: 0.0311816 | Time: 1747.64 ms [2021-05-12 17:32:13 main:574] : INFO : Epoch 1643 | loss: 0.0311218 | val_loss: 0.0311883 | Time: 1755.2 ms [2021-05-12 17:32:15 main:574] : INFO : Epoch 1644 | loss: 0.0311232 | val_loss: 0.0311821 | Time: 1753.54 ms [2021-05-12 17:32:17 main:574] : INFO : Epoch 1645 | loss: 0.0311222 | val_loss: 0.0311819 | Time: 1749.54 ms [2021-05-12 17:32:18 main:574] : INFO : Epoch 1646 | loss: 0.0311241 | val_loss: 0.0311799 | Time: 1761.59 ms [2021-05-12 17:32:20 main:574] : INFO : Epoch 1647 | loss: 0.0311268 | val_loss: 0.0311769 | Time: 1770.45 ms [2021-05-12 17:32:22 main:574] : INFO : Epoch 1648 | loss: 0.0311228 | val_loss: 0.0311786 | Time: 1754.5 ms [2021-05-12 17:32:24 main:574] : INFO : Epoch 1649 | loss: 0.0311224 | val_loss: 0.0311902 | Time: 1755.66 ms [2021-05-12 17:32:25 main:574] : INFO : Epoch 1650 | loss: 0.0311211 | val_loss: 0.0311777 | Time: 1755.47 ms [2021-05-12 17:32:27 main:574] : INFO : Epoch 1651 | loss: 0.0311283 | val_loss: 0.031168 | Time: 1742.23 ms [2021-05-12 17:32:29 main:574] : INFO : Epoch 1652 | loss: 0.0311248 | val_loss: 0.0311748 | Time: 1749.9 ms [2021-05-12 17:32:31 main:574] : INFO : Epoch 1653 | loss: 0.031121 | val_loss: 0.0311812 | Time: 1763.3 ms [2021-05-12 17:32:32 main:574] : INFO : Epoch 1654 | loss: 0.0311188 | val_loss: 0.031173 | Time: 1754.78 ms [2021-05-12 17:32:34 main:574] : INFO : Epoch 1655 | loss: 0.0311242 | val_loss: 0.0311763 | Time: 1751.21 ms [2021-05-12 17:32:36 main:574] : INFO : Epoch 1656 | loss: 0.0311168 | val_loss: 0.0311802 | Time: 1751 ms [2021-05-12 17:32:38 main:574] : INFO : Epoch 1657 | loss: 0.0311178 | val_loss: 0.0311838 | Time: 1763.02 ms [2021-05-12 17:32:39 main:574] : INFO : Epoch 1658 | loss: 0.0311194 | val_loss: 0.0311874 | Time: 1759.76 ms [2021-05-12 17:32:41 main:574] : INFO : Epoch 1659 | loss: 0.0311176 | val_loss: 0.0311755 | Time: 1755.06 ms [2021-05-12 17:32:43 main:574] : INFO : Epoch 1660 | loss: 0.0311213 | val_loss: 0.0311788 | Time: 1767.36 ms [2021-05-12 17:32:45 main:574] : INFO : Epoch 1661 | loss: 0.0311194 | val_loss: 0.0311787 | Time: 1755.15 ms [2021-05-12 17:32:46 main:574] : INFO : Epoch 1662 | loss: 0.0311163 | val_loss: 0.0311759 | Time: 1758.63 ms [2021-05-12 17:32:48 main:574] : INFO : Epoch 1663 | loss: 0.0311156 | val_loss: 0.031177 | Time: 1761.51 ms [2021-05-12 17:32:50 main:574] : INFO : Epoch 1664 | loss: 0.0311169 | val_loss: 0.0311758 | Time: 1765.49 ms [2021-05-12 17:32:52 main:574] : INFO : Epoch 1665 | loss: 0.031117 | val_loss: 0.0311738 | Time: 1745.28 ms [2021-05-12 17:32:54 main:574] : INFO : Epoch 1666 | loss: 0.0311117 | val_loss: 0.0311776 | Time: 1763.01 ms [2021-05-12 17:32:55 main:574] : INFO : Epoch 1667 | loss: 0.0311136 | val_loss: 0.0311845 | Time: 1751.79 ms [2021-05-12 17:32:57 main:574] : INFO : Epoch 1668 | loss: 0.0311157 | val_loss: 0.0311787 | Time: 1764.1 ms [2021-05-12 17:32:59 main:574] : INFO : Epoch 1669 | loss: 0.0311174 | val_loss: 0.0311936 | Time: 1750.44 ms [2021-05-12 17:33:01 main:574] : INFO : Epoch 1670 | loss: 0.0311127 | val_loss: 0.0311808 | Time: 1756.23 ms [2021-05-12 17:33:02 main:574] : INFO : Epoch 1671 | loss: 0.0311151 | val_loss: 0.0311787 | Time: 1755.5 ms [2021-05-12 17:33:04 main:574] : INFO : Epoch 1672 | loss: 0.0311171 | val_loss: 0.0311821 | Time: 1745.72 ms [2021-05-12 17:33:06 main:574] : INFO : Epoch 1673 | loss: 0.0311143 | val_loss: 0.0311821 | Time: 1754.94 ms [2021-05-12 17:33:08 main:574] : INFO : Epoch 1674 | loss: 0.0311145 | val_loss: 0.0311841 | Time: 1748.77 ms [2021-05-12 17:33:09 main:574] : INFO : Epoch 1675 | loss: 0.031117 | val_loss: 0.0311796 | Time: 1754.02 ms [2021-05-12 17:33:11 main:574] : INFO : Epoch 1676 | loss: 0.0311194 | val_loss: 0.0311788 | Time: 1764.59 ms [2021-05-12 17:33:13 main:574] : INFO : Epoch 1677 | loss: 0.0311149 | val_loss: 0.031178 | Time: 1775.04 ms [2021-05-12 17:33:15 main:574] : INFO : Epoch 1678 | loss: 0.0311167 | val_loss: 0.0311782 | Time: 1759.95 ms [2021-05-12 17:33:16 main:574] : INFO : Epoch 1679 | loss: 0.0311126 | val_loss: 0.0311845 | Time: 1754.76 ms [2021-05-12 17:33:18 main:574] : INFO : Epoch 1680 | loss: 0.0311141 | val_loss: 0.0311853 | Time: 1754.14 ms [2021-05-12 17:33:20 main:574] : INFO : Epoch 1681 | loss: 0.0311091 | val_loss: 0.031193 | Time: 1755.68 ms [2021-05-12 17:33:22 main:574] : INFO : Epoch 1682 | loss: 0.0311095 | val_loss: 0.0311759 | Time: 1768.09 ms [2021-05-12 17:33:23 main:574] : INFO : Epoch 1683 | loss: 0.0311118 | val_loss: 0.0311858 | Time: 1765.43 ms [2021-05-12 17:33:25 main:574] : INFO : Epoch 1684 | loss: 0.0311173 | val_loss: 0.0311776 | Time: 1757.69 ms [2021-05-12 17:33:27 main:574] : INFO : Epoch 1685 | loss: 0.0311214 | val_loss: 0.0311778 | Time: 1765.04 ms [2021-05-12 17:33:29 main:574] : INFO : Epoch 1686 | loss: 0.0311159 | val_loss: 0.031178 | Time: 1755.4 ms [2021-05-12 17:33:31 main:574] : INFO : Epoch 1687 | loss: 0.0311117 | val_loss: 0.0311765 | Time: 1755.06 ms [2021-05-12 17:33:32 main:574] : INFO : Epoch 1688 | loss: 0.0311096 | val_loss: 0.0311847 | Time: 1764.47 ms [2021-05-12 17:33:34 main:574] : INFO : Epoch 1689 | loss: 0.0311184 | val_loss: 0.0311819 | Time: 1755.73 ms [2021-05-12 17:33:36 main:574] : INFO : Epoch 1690 | loss: 0.0311191 | val_loss: 0.0311808 | Time: 1740.99 ms [2021-05-12 17:33:38 main:574] : INFO : Epoch 1691 | loss: 0.0311162 | val_loss: 0.0311818 | Time: 1743.06 ms [2021-05-12 17:33:39 main:574] : INFO : Epoch 1692 | loss: 0.0311143 | val_loss: 0.031185 | Time: 1762.77 ms [2021-05-12 17:33:41 main:574] : INFO : Epoch 1693 | loss: 0.0311143 | val_loss: 0.0311811 | Time: 1761.45 ms [2021-05-12 17:33:43 main:574] : INFO : Epoch 1694 | loss: 0.0311119 | val_loss: 0.0311813 | Time: 1757.45 ms [2021-05-12 17:33:45 main:574] : INFO : Epoch 1695 | loss: 0.0311165 | val_loss: 0.0311796 | Time: 1770.92 ms [2021-05-12 17:33:46 main:574] : INFO : Epoch 1696 | loss: 0.0311145 | val_loss: 0.0311882 | Time: 1743.35 ms [2021-05-12 17:33:48 main:574] : INFO : Epoch 1697 | loss: 0.031119 | val_loss: 0.0311858 | Time: 1754.47 ms [2021-05-12 17:33:50 main:574] : INFO : Epoch 1698 | loss: 0.0311186 | val_loss: 0.0311849 | Time: 1762.21 ms [2021-05-12 17:33:52 main:574] : INFO : Epoch 1699 | loss: 0.0311178 | val_loss: 0.0311939 | Time: 1758.43 ms [2021-05-12 17:33:53 main:574] : INFO : Epoch 1700 | loss: 0.0311127 | val_loss: 0.0311756 | Time: 1766.32 ms [2021-05-12 17:33:55 main:574] : INFO : Epoch 1701 | loss: 0.031112 | val_loss: 0.0311836 | Time: 1744.65 ms [2021-05-12 17:33:57 main:574] : INFO : Epoch 1702 | loss: 0.0311063 | val_loss: 0.0311889 | Time: 1742 ms [2021-05-12 17:33:59 main:574] : INFO : Epoch 1703 | loss: 0.0311063 | val_loss: 0.0311861 | Time: 1758.81 ms [2021-05-12 17:34:00 main:574] : INFO : Epoch 1704 | loss: 0.0311098 | val_loss: 0.0311871 | Time: 1772.27 ms [2021-05-12 17:34:02 main:574] : INFO : Epoch 1705 | loss: 0.03111 | val_loss: 0.0311836 | Time: 1757.4 ms [2021-05-12 17:34:04 main:574] : INFO : Epoch 1706 | loss: 0.0311052 | val_loss: 0.0311957 | Time: 1764.23 ms [2021-05-12 17:34:06 main:574] : INFO : Epoch 1707 | loss: 0.0311107 | val_loss: 0.031173 | Time: 1763.66 ms [2021-05-12 17:34:08 main:574] : INFO : Epoch 1708 | loss: 0.0311122 | val_loss: 0.0311943 | Time: 1762.82 ms [2021-05-12 17:34:09 main:574] : INFO : Epoch 1709 | loss: 0.0311127 | val_loss: 0.0311718 | Time: 1765.96 ms [2021-05-12 17:34:11 main:574] : INFO : Epoch 1710 | loss: 0.0311172 | val_loss: 0.0311972 | Time: 1749.7 ms [2021-05-12 17:34:13 main:574] : INFO : Epoch 1711 | loss: 0.0311091 | val_loss: 0.0311827 | Time: 1759.85 ms [2021-05-12 17:34:15 main:574] : INFO : Epoch 1712 | loss: 0.0311043 | val_loss: 0.0311845 | Time: 1754.4 ms [2021-05-12 17:34:16 main:574] : INFO : Epoch 1713 | loss: 0.0311085 | val_loss: 0.0311812 | Time: 1762.15 ms [2021-05-12 17:34:18 main:574] : INFO : Epoch 1714 | loss: 0.0311066 | val_loss: 0.0311861 | Time: 1755.58 ms [2021-05-12 17:34:20 main:574] : INFO : Epoch 1715 | loss: 0.0311069 | val_loss: 0.0311825 | Time: 1762.01 ms [2021-05-12 17:34:22 main:574] : INFO : Epoch 1716 | loss: 0.0311124 | val_loss: 0.0311798 | Time: 1749.29 ms [2021-05-12 17:34:23 main:574] : INFO : Epoch 1717 | loss: 0.0311116 | val_loss: 0.0311933 | Time: 1754.85 ms [2021-05-12 17:34:25 main:574] : INFO : Epoch 1718 | loss: 0.0311071 | val_loss: 0.0311805 | Time: 1761.38 ms [2021-05-12 17:34:27 main:574] : INFO : Epoch 1719 | loss: 0.0311086 | val_loss: 0.0311907 | Time: 1768.07 ms [2021-05-12 17:34:29 main:574] : INFO : Epoch 1720 | loss: 0.0311049 | val_loss: 0.0311794 | Time: 1763.28 ms [2021-05-12 17:34:30 main:574] : INFO : Epoch 1721 | loss: 0.0311049 | val_loss: 0.0311892 | Time: 1778.65 ms [2021-05-12 17:34:32 main:574] : INFO : Epoch 1722 | loss: 0.0311004 | val_loss: 0.0311845 | Time: 1756.42 ms [2021-05-12 17:34:34 main:574] : INFO : Epoch 1723 | loss: 0.0310993 | val_loss: 0.0311871 | Time: 1753.94 ms [2021-05-12 17:34:36 main:574] : INFO : Epoch 1724 | loss: 0.0311002 | val_loss: 0.0311852 | Time: 1755.82 ms [2021-05-12 17:34:38 main:574] : INFO : Epoch 1725 | loss: 0.0310977 | val_loss: 0.0311938 | Time: 1763.47 ms [2021-05-12 17:34:39 main:574] : INFO : Epoch 1726 | loss: 0.0311066 | val_loss: 0.0311798 | Time: 1749.84 ms [2021-05-12 17:34:41 main:574] : INFO : Epoch 1727 | loss: 0.0311017 | val_loss: 0.0311839 | Time: 1746.22 ms [2021-05-12 17:34:43 main:574] : INFO : Epoch 1728 | loss: 0.0311023 | val_loss: 0.0311855 | Time: 1747.8 ms [2021-05-12 17:34:45 main:574] : INFO : Epoch 1729 | loss: 0.031105 | val_loss: 0.0311827 | Time: 1767.03 ms [2021-05-12 17:34:46 main:574] : INFO : Epoch 1730 | loss: 0.0311066 | val_loss: 0.0311875 | Time: 1783.16 ms [2021-05-12 17:34:48 main:574] : INFO : Epoch 1731 | loss: 0.0311053 | val_loss: 0.031182 | Time: 1751.67 ms [2021-05-12 17:34:50 main:574] : INFO : Epoch 1732 | loss: 0.0311078 | val_loss: 0.03118 | Time: 1756.31 ms [2021-05-12 17:34:52 main:574] : INFO : Epoch 1733 | loss: 0.0311066 | val_loss: 0.0311796 | Time: 1750.36 ms [2021-05-12 17:34:53 main:574] : INFO : Epoch 1734 | loss: 0.0311065 | val_loss: 0.0311886 | Time: 1759.26 ms [2021-05-12 17:34:55 main:574] : INFO : Epoch 1735 | loss: 0.0311049 | val_loss: 0.031186 | Time: 1755.49 ms [2021-05-12 17:34:57 main:574] : INFO : Epoch 1736 | loss: 0.0311061 | val_loss: 0.0311801 | Time: 1765.28 ms [2021-05-12 17:34:59 main:574] : INFO : Epoch 1737 | loss: 0.0311041 | val_loss: 0.0311876 | Time: 1753.44 ms [2021-05-12 17:35:00 main:574] : INFO : Epoch 1738 | loss: 0.0311048 | val_loss: 0.0311772 | Time: 1762.33 ms [2021-05-12 17:35:02 main:574] : INFO : Epoch 1739 | loss: 0.0311087 | val_loss: 0.0311933 | Time: 1737 ms [2021-05-12 17:35:04 main:574] : INFO : Epoch 1740 | loss: 0.031107 | val_loss: 0.0311904 | Time: 1759.67 ms [2021-05-12 17:35:06 main:574] : INFO : Epoch 1741 | loss: 0.0311031 | val_loss: 0.0311802 | Time: 1770.56 ms [2021-05-12 17:35:08 main:574] : INFO : Epoch 1742 | loss: 0.0311019 | val_loss: 0.0311873 | Time: 1766.73 ms [2021-05-12 17:35:09 main:574] : INFO : Epoch 1743 | loss: 0.0311007 | val_loss: 0.0311969 | Time: 1749.48 ms [2021-05-12 17:35:11 main:574] : INFO : Epoch 1744 | loss: 0.0311045 | val_loss: 0.0311917 | Time: 1756.85 ms [2021-05-12 17:35:13 main:574] : INFO : Epoch 1745 | loss: 0.0311253 | val_loss: 0.0311834 | Time: 1768.96 ms [2021-05-12 17:35:15 main:574] : INFO : Epoch 1746 | loss: 0.0311182 | val_loss: 0.0311785 | Time: 1767.91 ms [2021-05-12 17:35:16 main:574] : INFO : Epoch 1747 | loss: 0.0311257 | val_loss: 0.0311737 | Time: 1767.22 ms [2021-05-12 17:35:18 main:574] : INFO : Epoch 1748 | loss: 0.03114 | val_loss: 0.031166 | Time: 1756.37 ms [2021-05-12 17:35:20 main:574] : INFO : Epoch 1749 | loss: 0.031133 | val_loss: 0.0311672 | Time: 1753.34 ms [2021-05-12 17:35:22 main:574] : INFO : Epoch 1750 | loss: 0.0311302 | val_loss: 0.0311778 | Time: 1744.89 ms [2021-05-12 17:35:23 main:574] : INFO : Epoch 1751 | loss: 0.03113 | val_loss: 0.0311696 | Time: 1753.35 ms [2021-05-12 17:35:25 main:574] : INFO : Epoch 1752 | loss: 0.0311225 | val_loss: 0.0311816 | Time: 1752.79 ms [2021-05-12 17:35:27 main:574] : INFO : Epoch 1753 | loss: 0.0311205 | val_loss: 0.0311731 | Time: 1764.04 ms [2021-05-12 17:35:29 main:574] : INFO : Epoch 1754 | loss: 0.031119 | val_loss: 0.0311744 | Time: 1766.42 ms [2021-05-12 17:35:30 main:574] : INFO : Epoch 1755 | loss: 0.0311166 | val_loss: 0.0311722 | Time: 1747.45 ms [2021-05-12 17:35:32 main:574] : INFO : Epoch 1756 | loss: 0.0311164 | val_loss: 0.0311771 | Time: 1761.44 ms [2021-05-12 17:35:34 main:574] : INFO : Epoch 1757 | loss: 0.0311188 | val_loss: 0.0311845 | Time: 1757.69 ms [2021-05-12 17:35:36 main:574] : INFO : Epoch 1758 | loss: 0.0311138 | val_loss: 0.0311776 | Time: 1768.12 ms [2021-05-12 17:35:37 main:574] : INFO : Epoch 1759 | loss: 0.0311141 | val_loss: 0.0311831 | Time: 1750.47 ms [2021-05-12 17:35:39 main:574] : INFO : Epoch 1760 | loss: 0.0311065 | val_loss: 0.0311765 | Time: 1757.39 ms [2021-05-12 17:35:41 main:574] : INFO : Epoch 1761 | loss: 0.0311058 | val_loss: 0.0311854 | Time: 1761.19 ms [2021-05-12 17:35:43 main:574] : INFO : Epoch 1762 | loss: 0.031104 | val_loss: 0.0311952 | Time: 1752.05 ms [2021-05-12 17:35:45 main:574] : INFO : Epoch 1763 | loss: 0.0311033 | val_loss: 0.0311834 | Time: 1742.16 ms [2021-05-12 17:35:46 main:574] : INFO : Epoch 1764 | loss: 0.0311052 | val_loss: 0.031186 | Time: 1743.84 ms [2021-05-12 17:35:48 main:574] : INFO : Epoch 1765 | loss: 0.0311213 | val_loss: 0.0312154 | Time: 1752.58 ms [2021-05-12 17:35:50 main:574] : INFO : Epoch 1766 | loss: 0.031121 | val_loss: 0.0311846 | Time: 1745.22 ms [2021-05-12 17:35:52 main:574] : INFO : Epoch 1767 | loss: 0.0311058 | val_loss: 0.031181 | Time: 1749.87 ms [2021-05-12 17:35:53 main:574] : INFO : Epoch 1768 | loss: 0.0311028 | val_loss: 0.0311882 | Time: 1732.42 ms [2021-05-12 17:35:55 main:574] : INFO : Epoch 1769 | loss: 0.0311095 | val_loss: 0.0311844 | Time: 1768.14 ms [2021-05-12 17:35:57 main:574] : INFO : Epoch 1770 | loss: 0.0311075 | val_loss: 0.0311814 | Time: 1768.9 ms [2021-05-12 17:35:59 main:574] : INFO : Epoch 1771 | loss: 0.0311094 | val_loss: 0.0311847 | Time: 1772.06 ms [2021-05-12 17:36:00 main:574] : INFO : Epoch 1772 | loss: 0.0311025 | val_loss: 0.0311912 | Time: 1749.14 ms [2021-05-12 17:36:02 main:574] : INFO : Epoch 1773 | loss: 0.0310986 | val_loss: 0.0311917 | Time: 1761.13 ms [2021-05-12 17:36:04 main:574] : INFO : Epoch 1774 | loss: 0.0310979 | val_loss: 0.0311889 | Time: 1757.45 ms [2021-05-12 17:36:06 main:574] : INFO : Epoch 1775 | loss: 0.0311029 | val_loss: 0.0311802 | Time: 1758.96 ms [2021-05-12 17:36:07 main:574] : INFO : Epoch 1776 | loss: 0.0311077 | val_loss: 0.031186 | Time: 1756.84 ms [2021-05-12 17:36:09 main:574] : INFO : Epoch 1777 | loss: 0.0311066 | val_loss: 0.031199 | Time: 1754.28 ms [2021-05-12 17:36:11 main:574] : INFO : Epoch 1778 | loss: 0.0311134 | val_loss: 0.0311797 | Time: 1762.75 ms [2021-05-12 17:36:13 main:574] : INFO : Epoch 1779 | loss: 0.0311051 | val_loss: 0.0311951 | Time: 1763.79 ms [2021-05-12 17:36:14 main:574] : INFO : Epoch 1780 | loss: 0.0311058 | val_loss: 0.0311808 | Time: 1754.13 ms [2021-05-12 17:36:16 main:574] : INFO : Epoch 1781 | loss: 0.0311048 | val_loss: 0.0311991 | Time: 1744.81 ms [2021-05-12 17:36:18 main:574] : INFO : Epoch 1782 | loss: 0.0311065 | val_loss: 0.0311839 | Time: 1759.49 ms [2021-05-12 17:36:20 main:574] : INFO : Epoch 1783 | loss: 0.0311007 | val_loss: 0.0311902 | Time: 1756.01 ms [2021-05-12 17:36:21 main:574] : INFO : Epoch 1784 | loss: 0.0310976 | val_loss: 0.0312013 | Time: 1761.48 ms [2021-05-12 17:36:23 main:574] : INFO : Epoch 1785 | loss: 0.0311029 | val_loss: 0.0311869 | Time: 1748.45 ms [2021-05-12 17:36:25 main:574] : INFO : Epoch 1786 | loss: 0.031096 | val_loss: 0.0311948 | Time: 1746.38 ms [2021-05-12 17:36:27 main:574] : INFO : Epoch 1787 | loss: 0.0311018 | val_loss: 0.0311867 | Time: 1759.93 ms [2021-05-12 17:36:29 main:574] : INFO : Epoch 1788 | loss: 0.0311079 | val_loss: 0.0311899 | Time: 1756.58 ms [2021-05-12 17:36:30 main:574] : INFO : Epoch 1789 | loss: 0.031108 | val_loss: 0.0311855 | Time: 1750 ms [2021-05-12 17:36:32 main:574] : INFO : Epoch 1790 | loss: 0.0310969 | val_loss: 0.0311889 | Time: 1753.78 ms [2021-05-12 17:36:34 main:574] : INFO : Epoch 1791 | loss: 0.0310976 | val_loss: 0.0311899 | Time: 1757.8 ms [2021-05-12 17:36:36 main:574] : INFO : Epoch 1792 | loss: 0.0310939 | val_loss: 0.0312014 | Time: 1751.51 ms [2021-05-12 17:36:37 main:574] : INFO : Epoch 1793 | loss: 0.031095 | val_loss: 0.0311911 | Time: 1756.27 ms [2021-05-12 17:36:39 main:574] : INFO : Epoch 1794 | loss: 0.0311006 | val_loss: 0.0311938 | Time: 1757.58 ms [2021-05-12 17:36:41 main:574] : INFO : Epoch 1795 | loss: 0.0310984 | val_loss: 0.0311939 | Time: 1757 ms [2021-05-12 17:36:43 main:574] : INFO : Epoch 1796 | loss: 0.0310941 | val_loss: 0.0312003 | Time: 1761.76 ms [2021-05-12 17:36:44 main:574] : INFO : Epoch 1797 | loss: 0.0310969 | val_loss: 0.0311915 | Time: 1763.06 ms [2021-05-12 17:36:46 main:574] : INFO : Epoch 1798 | loss: 0.031097 | val_loss: 0.031181 | Time: 1767.22 ms [2021-05-12 17:36:48 main:574] : INFO : Epoch 1799 | loss: 0.0311007 | val_loss: 0.0311987 | Time: 1744.46 ms [2021-05-12 17:36:50 main:574] : INFO : Epoch 1800 | loss: 0.0310966 | val_loss: 0.0312046 | Time: 1758.88 ms [2021-05-12 17:36:51 main:574] : INFO : Epoch 1801 | loss: 0.0310938 | val_loss: 0.0312011 | Time: 1744.58 ms [2021-05-12 17:36:53 main:574] : INFO : Epoch 1802 | loss: 0.0310911 | val_loss: 0.0312012 | Time: 1751.06 ms [2021-05-12 17:36:55 main:574] : INFO : Epoch 1803 | loss: 0.0310982 | val_loss: 0.0311777 | Time: 1770.39 ms [2021-05-12 17:36:57 main:574] : INFO : Epoch 1804 | loss: 0.0311255 | val_loss: 0.0311796 | Time: 1761.01 ms [2021-05-12 17:36:58 main:574] : INFO : Epoch 1805 | loss: 0.0311255 | val_loss: 0.0311743 | Time: 1767.2 ms [2021-05-12 17:37:00 main:574] : INFO : Epoch 1806 | loss: 0.0311181 | val_loss: 0.0311777 | Time: 1754.66 ms [2021-05-12 17:37:02 main:574] : INFO : Epoch 1807 | loss: 0.0311114 | val_loss: 0.0311824 | Time: 1752.6 ms [2021-05-12 17:37:04 main:574] : INFO : Epoch 1808 | loss: 0.0311089 | val_loss: 0.0311828 | Time: 1748.86 ms [2021-05-12 17:37:05 main:574] : INFO : Epoch 1809 | loss: 0.0311039 | val_loss: 0.0311847 | Time: 1753.97 ms [2021-05-12 17:37:07 main:574] : INFO : Epoch 1810 | loss: 0.0311004 | val_loss: 0.0311881 | Time: 1763.85 ms [2021-05-12 17:37:09 main:574] : INFO : Epoch 1811 | loss: 0.0310981 | val_loss: 0.0311959 | Time: 1760.3 ms [2021-05-12 17:37:11 main:574] : INFO : Epoch 1812 | loss: 0.0310936 | val_loss: 0.0311874 | Time: 1773.38 ms [2021-05-12 17:37:13 main:574] : INFO : Epoch 1813 | loss: 0.031098 | val_loss: 0.0311872 | Time: 1755.83 ms [2021-05-12 17:37:14 main:574] : INFO : Epoch 1814 | loss: 0.031104 | val_loss: 0.0311957 | Time: 1754.5 ms [2021-05-12 17:37:16 main:574] : INFO : Epoch 1815 | loss: 0.0311044 | val_loss: 0.031189 | Time: 1769.67 ms [2021-05-12 17:37:18 main:574] : INFO : Epoch 1816 | loss: 0.0310953 | val_loss: 0.0312082 | Time: 1754.88 ms [2021-05-12 17:37:20 main:574] : INFO : Epoch 1817 | loss: 0.0310973 | val_loss: 0.0311987 | Time: 1760.35 ms [2021-05-12 17:37:21 main:574] : INFO : Epoch 1818 | loss: 0.0310989 | val_loss: 0.0311951 | Time: 1753.75 ms [2021-05-12 17:37:23 main:574] : INFO : Epoch 1819 | loss: 0.0310967 | val_loss: 0.031192 | Time: 1765.34 ms [2021-05-12 17:37:25 main:574] : INFO : Epoch 1820 | loss: 0.0310923 | val_loss: 0.0311861 | Time: 1763.17 ms [2021-05-12 17:37:27 main:574] : INFO : Epoch 1821 | loss: 0.0310907 | val_loss: 0.0312002 | Time: 1762.47 ms [2021-05-12 17:37:28 main:574] : INFO : Epoch 1822 | loss: 0.0310929 | val_loss: 0.0311943 | Time: 1752.26 ms [2021-05-12 17:37:30 main:574] : INFO : Epoch 1823 | loss: 0.0310914 | val_loss: 0.0312019 | Time: 1764.56 ms [2021-05-12 17:37:32 main:574] : INFO : Epoch 1824 | loss: 0.0310982 | val_loss: 0.0311967 | Time: 1753.93 ms [2021-05-12 17:37:34 main:574] : INFO : Epoch 1825 | loss: 0.0310947 | val_loss: 0.0312047 | Time: 1760.93 ms [2021-05-12 17:37:35 main:574] : INFO : Epoch 1826 | loss: 0.0310916 | val_loss: 0.0312037 | Time: 1755.42 ms [2021-05-12 17:37:37 main:574] : INFO : Epoch 1827 | loss: 0.0310904 | val_loss: 0.031207 | Time: 1758.63 ms [2021-05-12 17:37:39 main:574] : INFO : Epoch 1828 | loss: 0.0310905 | val_loss: 0.0312108 | Time: 1759.18 ms [2021-05-12 17:37:41 main:574] : INFO : Epoch 1829 | loss: 0.0311008 | val_loss: 0.0311856 | Time: 1751.71 ms [2021-05-12 17:37:43 main:574] : INFO : Epoch 1830 | loss: 0.0310964 | val_loss: 0.0312038 | Time: 1768.11 ms [2021-05-12 17:37:44 main:574] : INFO : Epoch 1831 | loss: 0.0310895 | val_loss: 0.0311969 | Time: 1765.42 ms [2021-05-12 17:37:46 main:574] : INFO : Epoch 1832 | loss: 0.0310875 | val_loss: 0.0311972 | Time: 1766.2 ms [2021-05-12 17:37:48 main:574] : INFO : Epoch 1833 | loss: 0.031095 | val_loss: 0.031195 | Time: 1753.2 ms [2021-05-12 17:37:50 main:574] : INFO : Epoch 1834 | loss: 0.031103 | val_loss: 0.0312047 | Time: 1751.15 ms [2021-05-12 17:37:51 main:574] : INFO : Epoch 1835 | loss: 0.031103 | val_loss: 0.0311952 | Time: 1746 ms [2021-05-12 17:37:53 main:574] : INFO : Epoch 1836 | loss: 0.031095 | val_loss: 0.0311966 | Time: 1754.54 ms [2021-05-12 17:37:55 main:574] : INFO : Epoch 1837 | loss: 0.0310901 | val_loss: 0.031203 | Time: 1759.01 ms [2021-05-12 17:37:57 main:574] : INFO : Epoch 1838 | loss: 0.0310847 | val_loss: 0.031202 | Time: 1760.96 ms [2021-05-12 17:37:58 main:574] : INFO : Epoch 1839 | loss: 0.0310869 | val_loss: 0.0311977 | Time: 1759.56 ms [2021-05-12 17:38:00 main:574] : INFO : Epoch 1840 | loss: 0.03109 | val_loss: 0.0312168 | Time: 1752.72 ms [2021-05-12 17:38:02 main:574] : INFO : Epoch 1841 | loss: 0.0310903 | val_loss: 0.0311957 | Time: 1748.68 ms [2021-05-12 17:38:04 main:574] : INFO : Epoch 1842 | loss: 0.0310873 | val_loss: 0.0311884 | Time: 1757.01 ms [2021-05-12 17:38:05 main:574] : INFO : Epoch 1843 | loss: 0.0310844 | val_loss: 0.0311986 | Time: 1757.41 ms [2021-05-12 17:38:07 main:574] : INFO : Epoch 1844 | loss: 0.0310832 | val_loss: 0.0311995 | Time: 1752.98 ms [2021-05-12 17:38:09 main:574] : INFO : Epoch 1845 | loss: 0.0310812 | val_loss: 0.0312194 | Time: 1745.31 ms [2021-05-12 17:38:11 main:574] : INFO : Epoch 1846 | loss: 0.0310841 | val_loss: 0.0311972 | Time: 1758.03 ms [2021-05-12 17:38:12 main:574] : INFO : Epoch 1847 | loss: 0.0310817 | val_loss: 0.0312097 | Time: 1751.39 ms [2021-05-12 17:38:14 main:574] : INFO : Epoch 1848 | loss: 0.0310943 | val_loss: 0.0311926 | Time: 1756.4 ms [2021-05-12 17:38:16 main:574] : INFO : Epoch 1849 | loss: 0.0310944 | val_loss: 0.0312043 | Time: 1766.16 ms [2021-05-12 17:38:18 main:574] : INFO : Epoch 1850 | loss: 0.0311099 | val_loss: 0.0311785 | Time: 1764.57 ms [2021-05-12 17:38:20 main:574] : INFO : Epoch 1851 | loss: 0.0311016 | val_loss: 0.0311981 | Time: 1751.07 ms [2021-05-12 17:38:21 main:574] : INFO : Epoch 1852 | loss: 0.0310948 | val_loss: 0.0311941 | Time: 1749.36 ms [2021-05-12 17:38:23 main:574] : INFO : Epoch 1853 | loss: 0.0310961 | val_loss: 0.0311897 | Time: 1767.32 ms [2021-05-12 17:38:25 main:574] : INFO : Epoch 1854 | loss: 0.0310944 | val_loss: 0.0312049 | Time: 1772.64 ms [2021-05-12 17:38:27 main:574] : INFO : Epoch 1855 | loss: 0.0310876 | val_loss: 0.0311846 | Time: 1756.91 ms [2021-05-12 17:38:28 main:574] : INFO : Epoch 1856 | loss: 0.0310834 | val_loss: 0.0312185 | Time: 1755.38 ms [2021-05-12 17:38:30 main:574] : INFO : Epoch 1857 | loss: 0.0310859 | val_loss: 0.0312061 | Time: 1754.79 ms [2021-05-12 17:38:32 main:574] : INFO : Epoch 1858 | loss: 0.0310823 | val_loss: 0.0312022 | Time: 1772.33 ms [2021-05-12 17:38:34 main:574] : INFO : Epoch 1859 | loss: 0.031084 | val_loss: 0.0312093 | Time: 1755.2 ms [2021-05-12 17:38:35 main:574] : INFO : Epoch 1860 | loss: 0.0310839 | val_loss: 0.0311968 | Time: 1760.94 ms [2021-05-12 17:38:37 main:574] : INFO : Epoch 1861 | loss: 0.0310897 | val_loss: 0.0311895 | Time: 1762.81 ms [2021-05-12 17:38:39 main:574] : INFO : Epoch 1862 | loss: 0.031092 | val_loss: 0.031202 | Time: 1764.88 ms [2021-05-12 17:38:41 main:574] : INFO : Epoch 1863 | loss: 0.031088 | val_loss: 0.0312014 | Time: 1761.21 ms [2021-05-12 17:38:42 main:574] : INFO : Epoch 1864 | loss: 0.0310838 | val_loss: 0.0312035 | Time: 1762.03 ms [2021-05-12 17:38:44 main:574] : INFO : Epoch 1865 | loss: 0.0310843 | val_loss: 0.0311847 | Time: 1749.78 ms [2021-05-12 17:38:46 main:574] : INFO : Epoch 1866 | loss: 0.0310834 | val_loss: 0.0312019 | Time: 1762.85 ms [2021-05-12 17:38:48 main:574] : INFO : Epoch 1867 | loss: 0.0310854 | val_loss: 0.0312094 | Time: 1758.39 ms [2021-05-12 17:38:50 main:574] : INFO : Epoch 1868 | loss: 0.0310902 | val_loss: 0.0311994 | Time: 1759.96 ms [2021-05-12 17:38:51 main:574] : INFO : Epoch 1869 | loss: 0.0310855 | val_loss: 0.0312055 | Time: 1753.24 ms [2021-05-12 17:38:53 main:574] : INFO : Epoch 1870 | loss: 0.0310839 | val_loss: 0.0311927 | Time: 1765.54 ms [2021-05-12 17:38:55 main:574] : INFO : Epoch 1871 | loss: 0.0310822 | val_loss: 0.0312104 | Time: 1761.27 ms [2021-05-12 17:38:57 main:574] : INFO : Epoch 1872 | loss: 0.0310818 | val_loss: 0.0312258 | Time: 1753.96 ms [2021-05-12 17:38:58 main:574] : INFO : Epoch 1873 | loss: 0.0310825 | val_loss: 0.0312053 | Time: 1756.33 ms [2021-05-12 17:39:00 main:574] : INFO : Epoch 1874 | loss: 0.0310812 | val_loss: 0.0312118 | Time: 1751.05 ms [2021-05-12 17:39:02 main:574] : INFO : Epoch 1875 | loss: 0.0310879 | val_loss: 0.0312215 | Time: 1752.83 ms [2021-05-12 17:39:04 main:574] : INFO : Epoch 1876 | loss: 0.0310896 | val_loss: 0.0312081 | Time: 1751.05 ms [2021-05-12 17:39:05 main:574] : INFO : Epoch 1877 | loss: 0.0310851 | val_loss: 0.0312035 | Time: 1756.11 ms [2021-05-12 17:39:07 main:574] : INFO : Epoch 1878 | loss: 0.03109 | val_loss: 0.0311972 | Time: 1745.46 ms [2021-05-12 17:39:09 main:574] : INFO : Epoch 1879 | loss: 0.0310807 | val_loss: 0.0312139 | Time: 1747.94 ms [2021-05-12 17:39:11 main:574] : INFO : Epoch 1880 | loss: 0.0310809 | val_loss: 0.0312147 | Time: 1753.2 ms [2021-05-12 17:39:12 main:574] : INFO : Epoch 1881 | loss: 0.0310739 | val_loss: 0.031224 | Time: 1761.41 ms [2021-05-12 17:39:14 main:574] : INFO : Epoch 1882 | loss: 0.0310751 | val_loss: 0.0312078 | Time: 1761.1 ms [2021-05-12 17:39:16 main:574] : INFO : Epoch 1883 | loss: 0.0310814 | val_loss: 0.0311971 | Time: 1754.22 ms [2021-05-12 17:39:18 main:574] : INFO : Epoch 1884 | loss: 0.0310819 | val_loss: 0.0312013 | Time: 1751.82 ms [2021-05-12 17:39:19 main:574] : INFO : Epoch 1885 | loss: 0.0310816 | val_loss: 0.0312189 | Time: 1736.01 ms [2021-05-12 17:39:21 main:574] : INFO : Epoch 1886 | loss: 0.0310877 | val_loss: 0.0312014 | Time: 1752.04 ms [2021-05-12 17:39:23 main:574] : INFO : Epoch 1887 | loss: 0.0310886 | val_loss: 0.0312056 | Time: 1760.71 ms [2021-05-12 17:39:25 main:574] : INFO : Epoch 1888 | loss: 0.0310976 | val_loss: 0.0312109 | Time: 1741.49 ms [2021-05-12 17:39:26 main:574] : INFO : Epoch 1889 | loss: 0.0311001 | val_loss: 0.031225 | Time: 1758.32 ms [2021-05-12 17:39:28 main:574] : INFO : Epoch 1890 | loss: 0.0310851 | val_loss: 0.0312048 | Time: 1752.81 ms [2021-05-12 17:39:30 main:574] : INFO : Epoch 1891 | loss: 0.0310926 | val_loss: 0.0312114 | Time: 1757.19 ms [2021-05-12 17:39:32 main:574] : INFO : Epoch 1892 | loss: 0.0310944 | val_loss: 0.0312064 | Time: 1756.88 ms [2021-05-12 17:39:34 main:574] : INFO : Epoch 1893 | loss: 0.0310943 | val_loss: 0.0312105 | Time: 1746.78 ms [2021-05-12 17:39:35 main:574] : INFO : Epoch 1894 | loss: 0.0310833 | val_loss: 0.0312004 | Time: 1749.91 ms [2021-05-12 17:39:37 main:574] : INFO : Epoch 1895 | loss: 0.0310853 | val_loss: 0.031208 | Time: 1759.93 ms [2021-05-12 17:39:39 main:574] : INFO : Epoch 1896 | loss: 0.0310791 | val_loss: 0.0312032 | Time: 1749.91 ms [2021-05-12 17:39:41 main:574] : INFO : Epoch 1897 | loss: 0.031079 | val_loss: 0.0312075 | Time: 1762.25 ms [2021-05-12 17:39:42 main:574] : INFO : Epoch 1898 | loss: 0.0310782 | val_loss: 0.0312137 | Time: 1771.36 ms [2021-05-12 17:39:44 main:574] : INFO : Epoch 1899 | loss: 0.0310779 | val_loss: 0.0312168 | Time: 1756.07 ms [2021-05-12 17:39:46 main:574] : INFO : Epoch 1900 | loss: 0.031081 | val_loss: 0.0312065 | Time: 1765.54 ms [2021-05-12 17:39:48 main:574] : INFO : Epoch 1901 | loss: 0.0311045 | val_loss: 0.0311905 | Time: 1749.61 ms [2021-05-12 17:39:49 main:574] : INFO : Epoch 1902 | loss: 0.0310999 | val_loss: 0.0312093 | Time: 1763.69 ms [2021-05-12 17:39:51 main:574] : INFO : Epoch 1903 | loss: 0.0310977 | val_loss: 0.0312074 | Time: 1762.68 ms [2021-05-12 17:39:53 main:574] : INFO : Epoch 1904 | loss: 0.0310885 | val_loss: 0.0312068 | Time: 1754.49 ms [2021-05-12 17:39:55 main:574] : INFO : Epoch 1905 | loss: 0.0310875 | val_loss: 0.031194 | Time: 1755.66 ms [2021-05-12 17:39:56 main:574] : INFO : Epoch 1906 | loss: 0.0310823 | val_loss: 0.0311959 | Time: 1759.47 ms [2021-05-12 17:39:58 main:574] : INFO : Epoch 1907 | loss: 0.0310886 | val_loss: 0.0311917 | Time: 1767.09 ms [2021-05-12 17:40:00 main:574] : INFO : Epoch 1908 | loss: 0.0310897 | val_loss: 0.0312074 | Time: 1764.07 ms [2021-05-12 17:40:02 main:574] : INFO : Epoch 1909 | loss: 0.0310784 | val_loss: 0.0312001 | Time: 1765.16 ms [2021-05-12 17:40:04 main:574] : INFO : Epoch 1910 | loss: 0.031084 | val_loss: 0.0311977 | Time: 1763.51 ms [2021-05-12 17:40:05 main:574] : INFO : Epoch 1911 | loss: 0.0310819 | val_loss: 0.0312086 | Time: 1757.8 ms [2021-05-12 17:40:07 main:574] : INFO : Epoch 1912 | loss: 0.0310788 | val_loss: 0.0312217 | Time: 1751.79 ms [2021-05-12 17:40:09 main:574] : INFO : Epoch 1913 | loss: 0.0310863 | val_loss: 0.0312231 | Time: 1748.88 ms [2021-05-12 17:40:11 main:574] : INFO : Epoch 1914 | loss: 0.0310824 | val_loss: 0.0312082 | Time: 1752.69 ms [2021-05-12 17:40:12 main:574] : INFO : Epoch 1915 | loss: 0.0310808 | val_loss: 0.0312181 | Time: 1775.2 ms [2021-05-12 17:40:14 main:574] : INFO : Epoch 1916 | loss: 0.0310775 | val_loss: 0.0312114 | Time: 1749.41 ms [2021-05-12 17:40:16 main:574] : INFO : Epoch 1917 | loss: 0.0310757 | val_loss: 0.0312138 | Time: 1763.3 ms [2021-05-12 17:40:18 main:574] : INFO : Epoch 1918 | loss: 0.031074 | val_loss: 0.0312031 | Time: 1760.22 ms [2021-05-12 17:40:19 main:574] : INFO : Epoch 1919 | loss: 0.0310791 | val_loss: 0.0312082 | Time: 1754.81 ms [2021-05-12 17:40:21 main:574] : INFO : Epoch 1920 | loss: 0.0310728 | val_loss: 0.0312019 | Time: 1749.95 ms [2021-05-12 17:40:23 main:574] : INFO : Epoch 1921 | loss: 0.0310749 | val_loss: 0.0312224 | Time: 1749.11 ms [2021-05-12 17:40:25 main:574] : INFO : Epoch 1922 | loss: 0.0310728 | val_loss: 0.0312273 | Time: 1765.97 ms [2021-05-12 17:40:26 main:574] : INFO : Epoch 1923 | loss: 0.0310778 | val_loss: 0.0311932 | Time: 1749.14 ms [2021-05-12 17:40:28 main:574] : INFO : Epoch 1924 | loss: 0.0310744 | val_loss: 0.0312088 | Time: 1751.38 ms [2021-05-12 17:40:30 main:574] : INFO : Epoch 1925 | loss: 0.0310704 | val_loss: 0.031215 | Time: 1757.48 ms [2021-05-12 17:40:32 main:574] : INFO : Epoch 1926 | loss: 0.0310708 | val_loss: 0.0312018 | Time: 1757.39 ms [2021-05-12 17:40:33 main:574] : INFO : Epoch 1927 | loss: 0.0310777 | val_loss: 0.0312239 | Time: 1746.3 ms [2021-05-12 17:40:35 main:574] : INFO : Epoch 1928 | loss: 0.0310773 | val_loss: 0.0312057 | Time: 1772.97 ms [2021-05-12 17:40:37 main:574] : INFO : Epoch 1929 | loss: 0.031076 | val_loss: 0.0311983 | Time: 1754.08 ms [2021-05-12 17:40:39 main:574] : INFO : Epoch 1930 | loss: 0.0310749 | val_loss: 0.0311983 | Time: 1751.38 ms [2021-05-12 17:40:40 main:574] : INFO : Epoch 1931 | loss: 0.0310736 | val_loss: 0.0312086 | Time: 1770.48 ms [2021-05-12 17:40:42 main:574] : INFO : Epoch 1932 | loss: 0.0310821 | val_loss: 0.031206 | Time: 1757.22 ms [2021-05-12 17:40:44 main:574] : INFO : Epoch 1933 | loss: 0.0310792 | val_loss: 0.0312039 | Time: 1770.47 ms [2021-05-12 17:40:46 main:574] : INFO : Epoch 1934 | loss: 0.0310847 | val_loss: 0.0312134 | Time: 1766.54 ms [2021-05-12 17:40:48 main:574] : INFO : Epoch 1935 | loss: 0.0310818 | val_loss: 0.031196 | Time: 1753.79 ms [2021-05-12 17:40:49 main:574] : INFO : Epoch 1936 | loss: 0.03108 | val_loss: 0.0311992 | Time: 1761.06 ms [2021-05-12 17:40:51 main:574] : INFO : Epoch 1937 | loss: 0.0310801 | val_loss: 0.0311959 | Time: 1760.7 ms [2021-05-12 17:40:53 main:574] : INFO : Epoch 1938 | loss: 0.0310813 | val_loss: 0.0311859 | Time: 1766.25 ms [2021-05-12 17:40:55 main:574] : INFO : Epoch 1939 | loss: 0.0311012 | val_loss: 0.0312069 | Time: 1757.29 ms [2021-05-12 17:40:56 main:574] : INFO : Epoch 1940 | loss: 0.0310836 | val_loss: 0.0312009 | Time: 1753.17 ms [2021-05-12 17:40:58 main:574] : INFO : Epoch 1941 | loss: 0.0310749 | val_loss: 0.0311928 | Time: 1737.45 ms [2021-05-12 17:41:00 main:574] : INFO : Epoch 1942 | loss: 0.0310741 | val_loss: 0.0311939 | Time: 1766.95 ms [2021-05-12 17:41:02 main:574] : INFO : Epoch 1943 | loss: 0.0310761 | val_loss: 0.0312147 | Time: 1765.06 ms [2021-05-12 17:41:03 main:574] : INFO : Epoch 1944 | loss: 0.0310831 | val_loss: 0.031195 | Time: 1762.45 ms [2021-05-12 17:41:05 main:574] : INFO : Epoch 1945 | loss: 0.0310835 | val_loss: 0.0312009 | Time: 1742.74 ms [2021-05-12 17:41:07 main:574] : INFO : Epoch 1946 | loss: 0.0310767 | val_loss: 0.0312026 | Time: 1761.58 ms [2021-05-12 17:41:09 main:574] : INFO : Epoch 1947 | loss: 0.0310777 | val_loss: 0.0312106 | Time: 1760.75 ms [2021-05-12 17:41:10 main:574] : INFO : Epoch 1948 | loss: 0.0310785 | val_loss: 0.0312044 | Time: 1760.8 ms [2021-05-12 17:41:12 main:574] : INFO : Epoch 1949 | loss: 0.0310739 | val_loss: 0.0312066 | Time: 1751.03 ms [2021-05-12 17:41:14 main:574] : INFO : Epoch 1950 | loss: 0.0310712 | val_loss: 0.0312193 | Time: 1770.1 ms [2021-05-12 17:41:16 main:574] : INFO : Epoch 1951 | loss: 0.031081 | val_loss: 0.0311944 | Time: 1754.08 ms [2021-05-12 17:41:18 main:574] : INFO : Epoch 1952 | loss: 0.0310758 | val_loss: 0.0312149 | Time: 1747.37 ms [2021-05-12 17:41:19 main:574] : INFO : Epoch 1953 | loss: 0.0310704 | val_loss: 0.0312112 | Time: 1767.89 ms [2021-05-12 17:41:21 main:574] : INFO : Epoch 1954 | loss: 0.0310798 | val_loss: 0.0312078 | Time: 1763.03 ms [2021-05-12 17:41:23 main:574] : INFO : Epoch 1955 | loss: 0.0310808 | val_loss: 0.0312018 | Time: 1769.51 ms [2021-05-12 17:41:25 main:574] : INFO : Epoch 1956 | loss: 0.0310819 | val_loss: 0.0312284 | Time: 1758.65 ms [2021-05-12 17:41:26 main:574] : INFO : Epoch 1957 | loss: 0.0310802 | val_loss: 0.0312083 | Time: 1753.62 ms [2021-05-12 17:41:28 main:574] : INFO : Epoch 1958 | loss: 0.0310683 | val_loss: 0.031216 | Time: 1743.31 ms [2021-05-12 17:41:30 main:574] : INFO : Epoch 1959 | loss: 0.0310669 | val_loss: 0.0312091 | Time: 1747.21 ms [2021-05-12 17:41:32 main:574] : INFO : Epoch 1960 | loss: 0.0310622 | val_loss: 0.0311974 | Time: 1758.51 ms [2021-05-12 17:41:33 main:574] : INFO : Epoch 1961 | loss: 0.031064 | val_loss: 0.0312275 | Time: 1760.36 ms [2021-05-12 17:41:35 main:574] : INFO : Epoch 1962 | loss: 0.0310695 | val_loss: 0.03123 | Time: 1759.98 ms [2021-05-12 17:41:37 main:574] : INFO : Epoch 1963 | loss: 0.0310703 | val_loss: 0.0312199 | Time: 1754.81 ms [2021-05-12 17:41:39 main:574] : INFO : Epoch 1964 | loss: 0.0310771 | val_loss: 0.0312093 | Time: 1758.26 ms [2021-05-12 17:41:40 main:574] : INFO : Epoch 1965 | loss: 0.0310848 | val_loss: 0.0311894 | Time: 1750.69 ms [2021-05-12 17:41:42 main:574] : INFO : Epoch 1966 | loss: 0.0310957 | val_loss: 0.0311907 | Time: 1751.85 ms [2021-05-12 17:41:44 main:574] : INFO : Epoch 1967 | loss: 0.031108 | val_loss: 0.0311885 | Time: 1758.91 ms [2021-05-12 17:41:46 main:574] : INFO : Epoch 1968 | loss: 0.0311024 | val_loss: 0.031188 | Time: 1747.82 ms [2021-05-12 17:41:47 main:574] : INFO : Epoch 1969 | loss: 0.0311095 | val_loss: 0.0311793 | Time: 1744.61 ms [2021-05-12 17:41:49 main:574] : INFO : Epoch 1970 | loss: 0.0311023 | val_loss: 0.031196 | Time: 1754.41 ms [2021-05-12 17:41:51 main:574] : INFO : Epoch 1971 | loss: 0.0310932 | val_loss: 0.0311863 | Time: 1766.81 ms [2021-05-12 17:41:53 main:574] : INFO : Epoch 1972 | loss: 0.0310841 | val_loss: 0.0312267 | Time: 1761.64 ms [2021-05-12 17:41:55 main:574] : INFO : Epoch 1973 | loss: 0.0310775 | val_loss: 0.0312029 | Time: 1770.74 ms [2021-05-12 17:41:56 main:574] : INFO : Epoch 1974 | loss: 0.0310728 | val_loss: 0.0311874 | Time: 1772.16 ms [2021-05-12 17:41:58 main:574] : INFO : Epoch 1975 | loss: 0.0310817 | val_loss: 0.0312056 | Time: 1758.66 ms [2021-05-12 17:42:00 main:574] : INFO : Epoch 1976 | loss: 0.031075 | val_loss: 0.0312022 | Time: 1747.98 ms [2021-05-12 17:42:02 main:574] : INFO : Epoch 1977 | loss: 0.0310728 | val_loss: 0.0312235 | Time: 1767.47 ms [2021-05-12 17:42:03 main:574] : INFO : Epoch 1978 | loss: 0.0310762 | val_loss: 0.0312106 | Time: 1771.7 ms [2021-05-12 17:42:05 main:574] : INFO : Epoch 1979 | loss: 0.0310807 | val_loss: 0.0311933 | Time: 1747.78 ms [2021-05-12 17:42:07 main:574] : INFO : Epoch 1980 | loss: 0.0310866 | val_loss: 0.0312011 | Time: 1759.76 ms [2021-05-12 17:42:09 main:574] : INFO : Epoch 1981 | loss: 0.0310817 | val_loss: 0.0312104 | Time: 1763.8 ms [2021-05-12 17:42:10 main:574] : INFO : Epoch 1982 | loss: 0.0310762 | val_loss: 0.031208 | Time: 1753.76 ms [2021-05-12 17:42:12 main:574] : INFO : Epoch 1983 | loss: 0.0311014 | val_loss: 0.0311778 | Time: 1754.32 ms [2021-05-12 17:42:14 main:574] : INFO : Epoch 1984 | loss: 0.0311253 | val_loss: 0.0311841 | Time: 1759.02 ms [2021-05-12 17:42:16 main:574] : INFO : Epoch 1985 | loss: 0.031119 | val_loss: 0.0311739 | Time: 1757.82 ms [2021-05-12 17:42:17 main:574] : INFO : Epoch 1986 | loss: 0.0311154 | val_loss: 0.0311756 | Time: 1764.95 ms [2021-05-12 17:42:19 main:574] : INFO : Epoch 1987 | loss: 0.0311146 | val_loss: 0.0311781 | Time: 1765.47 ms [2021-05-12 17:42:21 main:574] : INFO : Epoch 1988 | loss: 0.0311312 | val_loss: 0.03117 | Time: 1759.6 ms [2021-05-12 17:42:23 main:574] : INFO : Epoch 1989 | loss: 0.0311254 | val_loss: 0.0311649 | Time: 1745.76 ms [2021-05-12 17:42:25 main:574] : INFO : Epoch 1990 | loss: 0.0311155 | val_loss: 0.0311808 | Time: 1743.34 ms [2021-05-12 17:42:26 main:574] : INFO : Epoch 1991 | loss: 0.0311107 | val_loss: 0.0311746 | Time: 1774 ms [2021-05-12 17:42:28 main:574] : INFO : Epoch 1992 | loss: 0.0311059 | val_loss: 0.0311819 | Time: 1760.67 ms [2021-05-12 17:42:30 main:574] : INFO : Epoch 1993 | loss: 0.0311032 | val_loss: 0.0311796 | Time: 1761.07 ms [2021-05-12 17:42:32 main:574] : INFO : Epoch 1994 | loss: 0.031099 | val_loss: 0.0311846 | Time: 1754.8 ms [2021-05-12 17:42:33 main:574] : INFO : Epoch 1995 | loss: 0.0310993 | val_loss: 0.0311925 | Time: 1761.26 ms [2021-05-12 17:42:35 main:574] : INFO : Epoch 1996 | loss: 0.0311019 | val_loss: 0.0311808 | Time: 1750.91 ms [2021-05-12 17:42:37 main:574] : INFO : Epoch 1997 | loss: 0.0310976 | val_loss: 0.0311973 | Time: 1764.13 ms [2021-05-12 17:42:39 main:574] : INFO : Epoch 1998 | loss: 0.0310959 | val_loss: 0.0311751 | Time: 1771.92 ms [2021-05-12 17:42:40 main:574] : INFO : Epoch 1999 | loss: 0.0310935 | val_loss: 0.031177 | Time: 1745.91 ms [2021-05-12 17:42:42 main:574] : INFO : Epoch 2000 | loss: 0.0310956 | val_loss: 0.0311928 | Time: 1769.92 ms [2021-05-12 17:42:44 main:574] : INFO : Epoch 2001 | loss: 0.0310908 | val_loss: 0.0311868 | Time: 1772.23 ms [2021-05-12 17:42:46 main:574] : INFO : Epoch 2002 | loss: 0.031092 | val_loss: 0.0311919 | Time: 1757.35 ms [2021-05-12 17:42:47 main:574] : INFO : Epoch 2003 | loss: 0.0310895 | val_loss: 0.031192 | Time: 1753 ms [2021-05-12 17:42:49 main:574] : INFO : Epoch 2004 | loss: 0.0310911 | val_loss: 0.0311835 | Time: 1770.65 ms [2021-05-12 17:42:51 main:574] : INFO : Epoch 2005 | loss: 0.0310848 | val_loss: 0.0311916 | Time: 1752.12 ms [2021-05-12 17:42:53 main:574] : INFO : Epoch 2006 | loss: 0.0310868 | val_loss: 0.0311807 | Time: 1756.21 ms [2021-05-12 17:42:55 main:574] : INFO : Epoch 2007 | loss: 0.0310887 | val_loss: 0.0311863 | Time: 1758.44 ms [2021-05-12 17:42:56 main:574] : INFO : Epoch 2008 | loss: 0.031084 | val_loss: 0.0311866 | Time: 1760.64 ms [2021-05-12 17:42:58 main:574] : INFO : Epoch 2009 | loss: 0.0310805 | val_loss: 0.0311877 | Time: 1756.25 ms [2021-05-12 17:43:00 main:574] : INFO : Epoch 2010 | loss: 0.0310835 | val_loss: 0.0312011 | Time: 1760.89 ms [2021-05-12 17:43:02 main:574] : INFO : Epoch 2011 | loss: 0.0310858 | val_loss: 0.0311843 | Time: 1758.93 ms [2021-05-12 17:43:03 main:574] : INFO : Epoch 2012 | loss: 0.0310851 | val_loss: 0.0312045 | Time: 1748.81 ms [2021-05-12 17:43:05 main:574] : INFO : Epoch 2013 | loss: 0.0310808 | val_loss: 0.031214 | Time: 1752.82 ms [2021-05-12 17:43:07 main:574] : INFO : Epoch 2014 | loss: 0.0310838 | val_loss: 0.0311894 | Time: 1762.44 ms [2021-05-12 17:43:09 main:574] : INFO : Epoch 2015 | loss: 0.0310846 | val_loss: 0.0311834 | Time: 1748.04 ms [2021-05-12 17:43:10 main:574] : INFO : Epoch 2016 | loss: 0.0310825 | val_loss: 0.0311994 | Time: 1756.34 ms [2021-05-12 17:43:12 main:574] : INFO : Epoch 2017 | loss: 0.0310796 | val_loss: 0.0312069 | Time: 1758.46 ms [2021-05-12 17:43:14 main:574] : INFO : Epoch 2018 | loss: 0.0310779 | val_loss: 0.0311878 | Time: 1742.82 ms [2021-05-12 17:43:16 main:574] : INFO : Epoch 2019 | loss: 0.0310824 | val_loss: 0.0312064 | Time: 1766.82 ms [2021-05-12 17:43:17 main:574] : INFO : Epoch 2020 | loss: 0.0310775 | val_loss: 0.0311783 | Time: 1759.27 ms [2021-05-12 17:43:19 main:574] : INFO : Epoch 2021 | loss: 0.0310794 | val_loss: 0.0311991 | Time: 1786.53 ms [2021-05-12 17:43:21 main:574] : INFO : Epoch 2022 | loss: 0.0310817 | val_loss: 0.0311887 | Time: 1779.84 ms [2021-05-12 17:43:23 main:574] : INFO : Epoch 2023 | loss: 0.0310841 | val_loss: 0.0311998 | Time: 1755.31 ms [2021-05-12 17:43:25 main:574] : INFO : Epoch 2024 | loss: 0.0310842 | val_loss: 0.0311868 | Time: 1761.03 ms [2021-05-12 17:43:26 main:574] : INFO : Epoch 2025 | loss: 0.0310821 | val_loss: 0.0312082 | Time: 1753.75 ms [2021-05-12 17:43:28 main:574] : INFO : Epoch 2026 | loss: 0.0310778 | val_loss: 0.031192 | Time: 1768.24 ms [2021-05-12 17:43:30 main:574] : INFO : Epoch 2027 | loss: 0.0310805 | val_loss: 0.0311886 | Time: 1765.06 ms [2021-05-12 17:43:32 main:574] : INFO : Epoch 2028 | loss: 0.0310784 | val_loss: 0.0312006 | Time: 1752.85 ms [2021-05-12 17:43:33 main:574] : INFO : Epoch 2029 | loss: 0.0310784 | val_loss: 0.0312008 | Time: 1760.82 ms [2021-05-12 17:43:35 main:574] : INFO : Epoch 2030 | loss: 0.0310876 | val_loss: 0.0312008 | Time: 1776.14 ms [2021-05-12 17:43:37 main:574] : INFO : Epoch 2031 | loss: 0.0310845 | val_loss: 0.0311995 | Time: 1760.28 ms [2021-05-12 17:43:39 main:574] : INFO : Epoch 2032 | loss: 0.03108 | val_loss: 0.0312044 | Time: 1758.59 ms [2021-05-12 17:43:40 main:574] : INFO : Epoch 2033 | loss: 0.0310749 | val_loss: 0.0311982 | Time: 1757.69 ms [2021-05-12 17:43:42 main:574] : INFO : Epoch 2034 | loss: 0.031079 | val_loss: 0.0311968 | Time: 1754.99 ms [2021-05-12 17:43:44 main:574] : INFO : Epoch 2035 | loss: 0.0310792 | val_loss: 0.0311806 | Time: 1777.74 ms [2021-05-12 17:43:46 main:574] : INFO : Epoch 2036 | loss: 0.0310741 | val_loss: 0.031192 | Time: 1753.47 ms [2021-05-12 17:43:47 main:574] : INFO : Epoch 2037 | loss: 0.0310755 | val_loss: 0.0311978 | Time: 1765.88 ms [2021-05-12 17:43:49 main:574] : INFO : Epoch 2038 | loss: 0.0310727 | val_loss: 0.0311993 | Time: 1760.48 ms [2021-05-12 17:43:51 main:574] : INFO : Epoch 2039 | loss: 0.0310747 | val_loss: 0.0311942 | Time: 1758.48 ms [2021-05-12 17:43:53 main:574] : INFO : Epoch 2040 | loss: 0.0310787 | val_loss: 0.0312062 | Time: 1754.7 ms [2021-05-12 17:43:55 main:574] : INFO : Epoch 2041 | loss: 0.031075 | val_loss: 0.031207 | Time: 1761.59 ms [2021-05-12 17:43:56 main:574] : INFO : Epoch 2042 | loss: 0.0310711 | val_loss: 0.0311966 | Time: 1744.59 ms [2021-05-12 17:43:58 main:574] : INFO : Epoch 2043 | loss: 0.0310712 | val_loss: 0.0312153 | Time: 1759.54 ms [2021-05-12 17:44:00 main:574] : INFO : Epoch 2044 | loss: 0.0310731 | val_loss: 0.0311973 | Time: 1752.63 ms [2021-05-12 17:44:02 main:574] : INFO : Epoch 2045 | loss: 0.0310759 | val_loss: 0.0312024 | Time: 1762.57 ms [2021-05-12 17:44:03 main:574] : INFO : Epoch 2046 | loss: 0.0310795 | val_loss: 0.0311897 | Time: 1751.84 ms [2021-05-12 17:44:05 main:574] : INFO : Epoch 2047 | loss: 0.0310742 | val_loss: 0.031203 | Time: 1761.35 ms [2021-05-12 17:44:07 main:574] : INFO : Epoch 2048 | loss: 0.0310805 | val_loss: 0.031184 | Time: 1772.15 ms [2021-05-12 17:44:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031184 [2021-05-12 17:44:07 main:603] : INFO : Saving end state to config to file [2021-05-12 17:44:07 main:608] : INFO : Success, exiting.. 17:44:07 (4360): 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)