Task 7703491
| Name | ParityModified-1631726475-24953-2_2 |
| Workunit | 5269082 |
| Created | 29 Sep 2021, 21:30:32 UTC |
| Sent | 29 Sep 2021, 23:59:09 UTC |
| Report deadline | 6 Oct 2021, 23:59:09 UTC |
| Received | 30 Sep 2021, 13:30:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 47 sec |
| CPU time | 59 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.40 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311349 | val_loss: 0.0311669 | Time: 1745.4 ms
[2021-09-30 09:14:07 main:581] : INFO : Epoch 1539 | loss: 0.0311326 | val_loss: 0.0311671 | Time: 1745.87 ms
[2021-09-30 09:14:09 main:581] : INFO : Epoch 1540 | loss: 0.0311424 | val_loss: 0.0311658 | Time: 1750.48 ms
[2021-09-30 09:14:10 main:581] : INFO : Epoch 1541 | loss: 0.0311653 | val_loss: 0.0311937 | Time: 1747.38 ms
[2021-09-30 09:14:12 main:581] : INFO : Epoch 1542 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 1754.47 ms
[2021-09-30 09:14:14 main:581] : INFO : Epoch 1543 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1728.92 ms
[2021-09-30 09:14:16 main:581] : INFO : Epoch 1544 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 1716.9 ms
[2021-09-30 09:14:17 main:581] : INFO : Epoch 1545 | loss: 0.0311711 | val_loss: 0.0311721 | Time: 1743.8 ms
[2021-09-30 09:14:19 main:581] : INFO : Epoch 1546 | loss: 0.0311667 | val_loss: 0.0311659 | Time: 1732.27 ms
[2021-09-30 09:14:21 main:581] : INFO : Epoch 1547 | loss: 0.0311624 | val_loss: 0.0311643 | Time: 1737.61 ms
[2021-09-30 09:14:23 main:581] : INFO : Epoch 1548 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 1724.08 ms
[2021-09-30 09:14:24 main:581] : INFO : Epoch 1549 | loss: 0.0311598 | val_loss: 0.0311629 | Time: 1735.17 ms
[2021-09-30 09:14:26 main:581] : INFO : Epoch 1550 | loss: 0.0311564 | val_loss: 0.031161 | Time: 1754.16 ms
[2021-09-30 09:14:28 main:581] : INFO : Epoch 1551 | loss: 0.0311582 | val_loss: 0.031164 | Time: 1749.28 ms
[2021-09-30 09:14:30 main:581] : INFO : Epoch 1552 | loss: 0.0311657 | val_loss: 0.0311669 | Time: 1743.65 ms
[2021-09-30 09:14:31 main:581] : INFO : Epoch 1553 | loss: 0.0311602 | val_loss: 0.0311641 | Time: 1742.28 ms
[2021-09-30 09:14:33 main:581] : INFO : Epoch 1554 | loss: 0.0311563 | val_loss: 0.031163 | Time: 1754.7 ms
[2021-09-30 09:14:35 main:581] : INFO : Epoch 1555 | loss: 0.0311548 | val_loss: 0.031163 | Time: 1743.32 ms
[2021-09-30 09:14:37 main:581] : INFO : Epoch 1556 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 1743.01 ms
[2021-09-30 09:14:38 main:581] : INFO : Epoch 1557 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 1746.6 ms
[2021-09-30 09:14:40 main:581] : INFO : Epoch 1558 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 1744.44 ms
[2021-09-30 09:14:42 main:581] : INFO : Epoch 1559 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 1747.02 ms
[2021-09-30 09:14:44 main:581] : INFO : Epoch 1560 | loss: 0.0311491 | val_loss: 0.0311658 | Time: 1740.23 ms
[2021-09-30 09:14:45 main:581] : INFO : Epoch 1561 | loss: 0.031149 | val_loss: 0.0311707 | Time: 1726.75 ms
[2021-09-30 09:14:47 main:581] : INFO : Epoch 1562 | loss: 0.031148 | val_loss: 0.0311665 | Time: 1729.98 ms
[2021-09-30 09:14:49 main:581] : INFO : Epoch 1563 | loss: 0.0311465 | val_loss: 0.031168 | Time: 1756.77 ms
[2021-09-30 09:14:50 main:581] : INFO : Epoch 1564 | loss: 0.0311465 | val_loss: 0.03117 | Time: 1756.31 ms
[2021-09-30 09:14:52 main:581] : INFO : Epoch 1565 | loss: 0.0311451 | val_loss: 0.031167 | Time: 1751.95 ms
[2021-09-30 09:14:54 main:581] : INFO : Epoch 1566 | loss: 0.0311444 | val_loss: 0.031165 | Time: 1762.21 ms
[2021-09-30 09:14:56 main:581] : INFO : Epoch 1567 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1749.34 ms
[2021-09-30 09:14:58 main:581] : INFO : Epoch 1568 | loss: 0.0311425 | val_loss: 0.0311664 | Time: 1748.58 ms
[2021-09-30 09:14:59 main:581] : INFO : Epoch 1569 | loss: 0.031142 | val_loss: 0.0311692 | Time: 1739.97 ms
[2021-09-30 09:15:01 main:581] : INFO : Epoch 1570 | loss: 0.0311439 | val_loss: 0.0311737 | Time: 1748.49 ms
[2021-09-30 09:15:03 main:581] : INFO : Epoch 1571 | loss: 0.0311437 | val_loss: 0.0311741 | Time: 1753.53 ms
[2021-09-30 09:15:04 main:581] : INFO : Epoch 1572 | loss: 0.0311442 | val_loss: 0.0311761 | Time: 1749.9 ms
[2021-09-30 09:15:06 main:581] : INFO : Epoch 1573 | loss: 0.0311419 | val_loss: 0.0311679 | Time: 1748.46 ms
[2021-09-30 09:15:08 main:581] : INFO : Epoch 1574 | loss: 0.0311405 | val_loss: 0.0311687 | Time: 1757.38 ms
[2021-09-30 09:15:10 main:581] : INFO : Epoch 1575 | loss: 0.0311417 | val_loss: 0.0311829 | Time: 1758.78 ms
[2021-09-30 09:15:11 main:581] : INFO : Epoch 1576 | loss: 0.0311418 | val_loss: 0.0311692 | Time: 1736.34 ms
[2021-09-30 09:15:13 main:581] : INFO : Epoch 1577 | loss: 0.0311379 | val_loss: 0.0311666 | Time: 1752.34 ms
[2021-09-30 09:15:15 main:581] : INFO : Epoch 1578 | loss: 0.0311376 | val_loss: 0.0311683 | Time: 1753.67 ms
[2021-09-30 09:15:17 main:581] : INFO : Epoch 1579 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 1762.28 ms
[2021-09-30 09:15:19 main:581] : INFO : Epoch 1580 | loss: 0.0311373 | val_loss: 0.0311721 | Time: 1753.65 ms
[2021-09-30 09:15:20 main:581] : INFO : Epoch 1581 | loss: 0.0311389 | val_loss: 0.03117 | Time: 1742.36 ms
[2021-09-30 09:15:22 main:581] : INFO : Epoch 1582 | loss: 0.0311392 | val_loss: 0.0311703 | Time: 1735.28 ms
[2021-09-30 09:15:24 main:581] : INFO : Epoch 1583 | loss: 0.0311367 | val_loss: 0.0311767 | Time: 1752.12 ms
[2021-09-30 09:15:26 main:581] : INFO : Epoch 1584 | loss: 0.0311402 | val_loss: 0.031171 | Time: 1754.54 ms
[2021-09-30 09:15:27 main:581] : INFO : Epoch 1585 | loss: 0.0311409 | val_loss: 0.0311685 | Time: 1745.53 ms
[2021-09-30 09:15:29 main:581] : INFO : Epoch 1586 | loss: 0.0311391 | val_loss: 0.0311648 | Time: 1763.71 ms
[2021-09-30 09:15:31 main:581] : INFO : Epoch 1587 | loss: 0.0311382 | val_loss: 0.0311715 | Time: 1756.3 ms
[2021-09-30 09:15:33 main:581] : INFO : Epoch 1588 | loss: 0.0311375 | val_loss: 0.031164 | Time: 1749.41 ms
[2021-09-30 09:15:34 main:581] : INFO : Epoch 1589 | loss: 0.0311391 | val_loss: 0.0311652 | Time: 1756.37 ms
[2021-09-30 09:15:36 main:581] : INFO : Epoch 1590 | loss: 0.0311404 | val_loss: 0.0311678 | Time: 1765.26 ms
[2021-09-30 09:15:38 main:581] : INFO : Epoch 1591 | loss: 0.0311413 | val_loss: 0.0311639 | Time: 1752.57 ms
[2021-09-30 09:15:40 main:581] : INFO : Epoch 1592 | loss: 0.0311395 | val_loss: 0.0311711 | Time: 1753.64 ms
[2021-09-30 09:15:41 main:581] : INFO : Epoch 1593 | loss: 0.0311396 | val_loss: 0.0311716 | Time: 1744.53 ms
[2021-09-30 09:15:43 main:581] : INFO : Epoch 1594 | loss: 0.0311379 | val_loss: 0.0311704 | Time: 1731.77 ms
[2021-09-30 09:15:45 main:581] : INFO : Epoch 1595 | loss: 0.0311356 | val_loss: 0.0311716 | Time: 1768.95 ms
[2021-09-30 09:15:47 main:581] : INFO : Epoch 1596 | loss: 0.0311392 | val_loss: 0.0311691 | Time: 1724.26 ms
[2021-09-30 09:15:48 main:581] : INFO : Epoch 1597 | loss: 0.0311358 | val_loss: 0.0311712 | Time: 1742.77 ms
[2021-09-30 09:15:50 main:581] : INFO : Epoch 1598 | loss: 0.031135 | val_loss: 0.0311697 | Time: 1766.45 ms
[2021-09-30 09:15:52 main:581] : INFO : Epoch 1599 | loss: 0.0311357 | val_loss: 0.0311681 | Time: 1752.15 ms
[2021-09-30 09:15:54 main:581] : INFO : Epoch 1600 | loss: 0.0311351 | val_loss: 0.0311728 | Time: 1744.69 ms
[2021-09-30 09:15:55 main:581] : INFO : Epoch 1601 | loss: 0.0311316 | val_loss: 0.0311683 | Time: 1730.25 ms
[2021-09-30 09:15:57 main:581] : INFO : Epoch 1602 | loss: 0.031131 | val_loss: 0.0311697 | Time: 1741.63 ms
[2021-09-30 09:15:59 main:581] : INFO : Epoch 1603 | loss: 0.0311294 | val_loss: 0.0311713 | Time: 1734.46 ms
[2021-09-30 09:16:00 main:581] : INFO : Epoch 1604 | loss: 0.0311308 | val_loss: 0.0311712 | Time: 1750.92 ms
[2021-09-30 09:16:02 main:581] : INFO : Epoch 1605 | loss: 0.0311326 | val_loss: 0.0311703 | Time: 1726.17 ms
[2021-09-30 09:16:04 main:581] : INFO : Epoch 1606 | loss: 0.0311331 | val_loss: 0.0311757 | Time: 1719.98 ms
[2021-09-30 09:16:06 main:581] : INFO : Epoch 1607 | loss: 0.0311313 | val_loss: 0.0311696 | Time: 1746.77 ms
[2021-09-30 09:16:07 main:581] : INFO : Epoch 1608 | loss: 0.0311329 | val_loss: 0.0311747 | Time: 1742.71 ms
[2021-09-30 09:16:09 main:581] : INFO : Epoch 1609 | loss: 0.0311342 | val_loss: 0.0311675 | Time: 1745.05 ms
[2021-09-30 09:16:11 main:581] : INFO : Epoch 1610 | loss: 0.0311341 | val_loss: 0.0311697 | Time: 1772 ms
[2021-09-30 09:16:13 main:581] : INFO : Epoch 1611 | loss: 0.031136 | val_loss: 0.0311761 | Time: 1744.32 ms
[2021-09-30 09:16:14 main:581] : INFO : Epoch 1612 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 1758.05 ms
[2021-09-30 09:16:16 main:581] : INFO : Epoch 1613 | loss: 0.0311335 | val_loss: 0.031171 | Time: 1762.52 ms
[2021-09-30 09:16:18 main:581] : INFO : Epoch 1614 | loss: 0.0311342 | val_loss: 0.031168 | Time: 1756.18 ms
[2021-09-30 09:16:20 main:581] : INFO : Epoch 1615 | loss: 0.0311347 | val_loss: 0.0311632 | Time: 1749.33 ms
[2021-09-30 09:16:21 main:581] : INFO : Epoch 1616 | loss: 0.0311312 | val_loss: 0.0311745 | Time: 1764.83 ms
[2021-09-30 09:16:23 main:581] : INFO : Epoch 1617 | loss: 0.0311299 | val_loss: 0.031173 | Time: 1754.27 ms
[2021-09-30 09:16:25 main:581] : INFO : Epoch 1618 | loss: 0.0311294 | val_loss: 0.0311689 | Time: 1756.36 ms
[2021-09-30 09:16:27 main:581] : INFO : Epoch 1619 | loss: 0.0311308 | val_loss: 0.0311724 | Time: 1763.42 ms
[2021-09-30 09:16:29 main:581] : INFO : Epoch 1620 | loss: 0.0311317 | val_loss: 0.0311787 | Time: 1767.73 ms
[2021-09-30 09:16:30 main:581] : INFO : Epoch 1621 | loss: 0.0311286 | val_loss: 0.0311723 | Time: 1756.04 ms
[2021-09-30 09:16:32 main:581] : INFO : Epoch 1622 | loss: 0.0311287 | val_loss: 0.031169 | Time: 1767.51 ms
[2021-09-30 09:16:34 main:581] : INFO : Epoch 1623 | loss: 0.0311301 | val_loss: 0.0311712 | Time: 1747.79 ms
[2021-09-30 09:16:36 main:581] : INFO : Epoch 1624 | loss: 0.0311305 | val_loss: 0.0311658 | Time: 1731.03 ms
[2021-09-30 09:16:37 main:581] : INFO : Epoch 1625 | loss: 0.0311315 | val_loss: 0.0311697 | Time: 1733.73 ms
[2021-09-30 09:16:39 main:581] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311681 | Time: 1752.07 ms
[2021-09-30 09:16:41 main:581] : INFO : Epoch 1627 | loss: 0.0311303 | val_loss: 0.0311707 | Time: 1758.27 ms
[2021-09-30 09:16:43 main:581] : INFO : Epoch 1628 | loss: 0.0311335 | val_loss: 0.0311721 | Time: 1757.06 ms
[2021-09-30 09:16:44 main:581] : INFO : Epoch 1629 | loss: 0.0311322 | val_loss: 0.0311698 | Time: 1729.04 ms
[2021-09-30 09:16:46 main:581] : INFO : Epoch 1630 | loss: 0.0311322 | val_loss: 0.0311652 | Time: 1747.18 ms
[2021-09-30 09:16:48 main:581] : INFO : Epoch 1631 | loss: 0.0311368 | val_loss: 0.031167 | Time: 1744.91 ms
[2021-09-30 09:16:49 main:581] : INFO : Epoch 1632 | loss: 0.0311356 | val_loss: 0.0311673 | Time: 1735.54 ms
[2021-09-30 09:16:51 main:581] : INFO : Epoch 1633 | loss: 0.0311313 | val_loss: 0.0311656 | Time: 1754.68 ms
[2021-09-30 09:16:53 main:581] : INFO : Epoch 1634 | loss: 0.0311312 | val_loss: 0.0311655 | Time: 1766.93 ms
[2021-09-30 09:16:55 main:581] : INFO : Epoch 1635 | loss: 0.0311279 | val_loss: 0.0311689 | Time: 1750.01 ms
[2021-09-30 09:16:57 main:581] : INFO : Epoch 1636 | loss: 0.0311252 | val_loss: 0.0311659 | Time: 1749.23 ms
[2021-09-30 09:16:58 main:581] : INFO : Epoch 1637 | loss: 0.0311246 | val_loss: 0.0311683 | Time: 1756.87 ms
[2021-09-30 09:17:00 main:581] : INFO : Epoch 1638 | loss: 0.0311259 | val_loss: 0.0311676 | Time: 1741.19 ms
[2021-09-30 09:17:02 main:581] : INFO : Epoch 1639 | loss: 0.031128 | val_loss: 0.0311698 | Time: 1748.98 ms
[2021-09-30 09:17:03 main:581] : INFO : Epoch 1640 | loss: 0.0311337 | val_loss: 0.0311671 | Time: 1748.42 ms
[2021-09-30 09:17:05 main:581] : INFO : Epoch 1641 | loss: 0.0311344 | val_loss: 0.0311638 | Time: 1743.11 ms
[2021-09-30 09:17:07 main:581] : INFO : Epoch 1642 | loss: 0.0311322 | val_loss: 0.0311621 | Time: 1760.16 ms
[2021-09-30 09:17:09 main:581] : INFO : Epoch 1643 | loss: 0.0311276 | val_loss: 0.0311629 | Time: 1737.38 ms
[2021-09-30 09:17:10 main:581] : INFO : Epoch 1644 | loss: 0.0311261 | val_loss: 0.0311624 | Time: 1742.69 ms
[2021-09-30 09:17:12 main:581] : INFO : Epoch 1645 | loss: 0.0311254 | val_loss: 0.0311705 | Time: 1765.74 ms
[2021-09-30 09:17:14 main:581] : INFO : Epoch 1646 | loss: 0.0311275 | val_loss: 0.0311683 | Time: 1745.33 ms
[2021-09-30 09:17:16 main:581] : INFO : Epoch 1647 | loss: 0.0311273 | val_loss: 0.0311705 | Time: 1748.11 ms
[2021-09-30 09:17:18 main:581] : INFO : Epoch 1648 | loss: 0.0311245 | val_loss: 0.0311646 | Time: 1763.94 ms
[2021-09-30 09:17:19 main:581] : INFO : Epoch 1649 | loss: 0.0311259 | val_loss: 0.0311695 | Time: 1747.04 ms
[2021-09-30 09:17:21 main:581] : INFO : Epoch 1650 | loss: 0.0311315 | val_loss: 0.0311712 | Time: 1758.08 ms
[2021-09-30 09:17:23 main:581] : INFO : Epoch 1651 | loss: 0.031132 | val_loss: 0.0311706 | Time: 1760.07 ms
[2021-09-30 09:17:25 main:581] : INFO : Epoch 1652 | loss: 0.0311299 | val_loss: 0.0311665 | Time: 1757.31 ms
[2021-09-30 09:17:26 main:581] : INFO : Epoch 1653 | loss: 0.0311275 | val_loss: 0.0311682 | Time: 1765.73 ms
[2021-09-30 09:17:28 main:581] : INFO : Epoch 1654 | loss: 0.0311274 | val_loss: 0.0311693 | Time: 1750.36 ms
[2021-09-30 09:17:30 main:581] : INFO : Epoch 1655 | loss: 0.0311257 | val_loss: 0.0311678 | Time: 1749.07 ms
[2021-09-30 09:17:32 main:581] : INFO : Epoch 1656 | loss: 0.0311258 | val_loss: 0.0311661 | Time: 1762.36 ms
[2021-09-30 09:17:33 main:581] : INFO : Epoch 1657 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 1744.76 ms
[2021-09-30 09:17:35 main:581] : INFO : Epoch 1658 | loss: 0.0311314 | val_loss: 0.0311787 | Time: 1748.13 ms
[2021-09-30 09:17:37 main:581] : INFO : Epoch 1659 | loss: 0.0311292 | val_loss: 0.0311722 | Time: 1749.59 ms
[2021-09-30 09:17:39 main:581] : INFO : Epoch 1660 | loss: 0.0311287 | val_loss: 0.0311711 | Time: 1768.46 ms
[2021-09-30 09:17:40 main:581] : INFO : Epoch 1661 | loss: 0.0311389 | val_loss: 0.031164 | Time: 1758.55 ms
[2021-09-30 09:17:42 main:581] : INFO : Epoch 1662 | loss: 0.0311434 | val_loss: 0.031169 | Time: 1759.8 ms
[2021-09-30 09:17:44 main:581] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 1740.98 ms
[2021-09-30 09:17:46 main:581] : INFO : Epoch 1664 | loss: 0.0311408 | val_loss: 0.0311728 | Time: 1759.85 ms
[2021-09-30 09:17:47 main:581] : INFO : Epoch 1665 | loss: 0.0311391 | val_loss: 0.0311646 | Time: 1744.08 ms
[2021-09-30 09:17:49 main:581] : INFO : Epoch 1666 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 1732.76 ms
[2021-09-30 09:17:51 main:581] : INFO : Epoch 1667 | loss: 0.0311314 | val_loss: 0.0311692 | Time: 1731.6 ms
[2021-09-30 09:17:53 main:581] : INFO : Epoch 1668 | loss: 0.0311306 | val_loss: 0.031168 | Time: 1767.26 ms
[2021-09-30 09:17:54 main:581] : INFO : Epoch 1669 | loss: 0.0311285 | val_loss: 0.0311658 | Time: 1755.99 ms
[2021-09-30 09:17:56 main:581] : INFO : Epoch 1670 | loss: 0.0311293 | val_loss: 0.031168 | Time: 1747.09 ms
[2021-09-30 09:17:58 main:581] : INFO : Epoch 1671 | loss: 0.0311281 | val_loss: 0.0311654 | Time: 1736.1 ms
[2021-09-30 09:18:00 main:581] : INFO : Epoch 1672 | loss: 0.0311261 | val_loss: 0.0311643 | Time: 1748.93 ms
[2021-09-30 09:18:01 main:581] : INFO : Epoch 1673 | loss: 0.0311274 | val_loss: 0.0311703 | Time: 1743.57 ms
[2021-09-30 09:18:03 main:581] : INFO : Epoch 1674 | loss: 0.031128 | val_loss: 0.0311739 | Time: 1771.99 ms
[2021-09-30 09:18:05 main:581] : INFO : Epoch 1675 | loss: 0.0311261 | val_loss: 0.0311701 | Time: 1753.67 ms
[2021-09-30 09:18:07 main:581] : INFO : Epoch 1676 | loss: 0.0311333 | val_loss: 0.0311689 | Time: 1751.44 ms
[2021-09-30 09:18:08 main:581] : INFO : Epoch 1677 | loss: 0.0311372 | val_loss: 0.0311596 | Time: 1749.65 ms
[2021-09-30 09:18:10 main:581] : INFO : Epoch 1678 | loss: 0.0311385 | val_loss: 0.031166 | Time: 1748.14 ms
[2021-09-30 09:18:12 main:581] : INFO : Epoch 1679 | loss: 0.0311353 | val_loss: 0.031167 | Time: 1762.41 ms
[2021-09-30 09:18:14 main:581] : INFO : Epoch 1680 | loss: 0.0311326 | val_loss: 0.0311661 | Time: 1757.8 ms
[2021-09-30 09:18:15 main:581] : INFO : Epoch 1681 | loss: 0.0311299 | val_loss: 0.031163 | Time: 1756.72 ms
[2021-09-30 09:18:17 main:581] : INFO : Epoch 1682 | loss: 0.0311303 | val_loss: 0.0311706 | Time: 1756.47 ms
[2021-09-30 09:18:19 main:581] : INFO : Epoch 1683 | loss: 0.0311352 | val_loss: 0.0311721 | Time: 1768.54 ms
[2021-09-30 09:18:21 main:581] : INFO : Epoch 1684 | loss: 0.0311382 | val_loss: 0.0311685 | Time: 1734.26 ms
[2021-09-30 09:18:22 main:581] : INFO : Epoch 1685 | loss: 0.0311315 | val_loss: 0.0311652 | Time: 1745.52 ms
[2021-09-30 09:18:24 main:581] : INFO : Epoch 1686 | loss: 0.0311257 | val_loss: 0.0311648 | Time: 1729.13 ms
[2021-09-30 09:18:26 main:581] : INFO : Epoch 1687 | loss: 0.0311247 | val_loss: 0.0311683 | Time: 1755.91 ms
[2021-09-30 09:18:28 main:581] : INFO : Epoch 1688 | loss: 0.0311268 | val_loss: 0.0311677 | Time: 1758.44 ms
[2021-09-30 09:18:29 main:581] : INFO : Epoch 1689 | loss: 0.0311265 | val_loss: 0.0311708 | Time: 1739.57 ms
[2021-09-30 09:18:31 main:581] : INFO : Epoch 1690 | loss: 0.0311268 | val_loss: 0.0311701 | Time: 1746.26 ms
[2021-09-30 09:18:33 main:581] : INFO : Epoch 1691 | loss: 0.0311237 | val_loss: 0.0311685 | Time: 1751.51 ms
[2021-09-30 09:18:35 main:581] : INFO : Epoch 1692 | loss: 0.031121 | val_loss: 0.0311764 | Time: 1738.99 ms
[2021-09-30 09:18:36 main:581] : INFO : Epoch 1693 | loss: 0.031135 | val_loss: 0.0311658 | Time: 1731.62 ms
[2021-09-30 09:18:38 main:581] : INFO : Epoch 1694 | loss: 0.0311334 | val_loss: 0.0311711 | Time: 1738.71 ms
[2021-09-30 09:18:40 main:581] : INFO : Epoch 1695 | loss: 0.0311288 | val_loss: 0.0311732 | Time: 1734.06 ms
[2021-09-30 09:18:42 main:581] : INFO : Epoch 1696 | loss: 0.0311265 | val_loss: 0.0311697 | Time: 1765.92 ms
[2021-09-30 09:18:43 main:581] : INFO : Epoch 1697 | loss: 0.0311259 | val_loss: 0.0311728 | Time: 1756.69 ms
[2021-09-30 09:18:45 main:581] : INFO : Epoch 1698 | loss: 0.0311253 | val_loss: 0.03117 | Time: 1755.73 ms
[2021-09-30 09:18:47 main:581] : INFO : Epoch 1699 | loss: 0.0311258 | val_loss: 0.0311846 | Time: 1759.98 ms
[2021-09-30 09:18:49 main:581] : INFO : Epoch 1700 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 1762.31 ms
[2021-09-30 09:18:50 main:581] : INFO : Epoch 1701 | loss: 0.0311261 | val_loss: 0.0311734 | Time: 1740.53 ms
[2021-09-30 09:18:52 main:581] : INFO : Epoch 1702 | loss: 0.0311238 | val_loss: 0.0311722 | Time: 1745.9 ms
[2021-09-30 09:18:54 main:581] : INFO : Epoch 1703 | loss: 0.0311232 | val_loss: 0.0311717 | Time: 1756.12 ms
[2021-09-30 09:18:56 main:581] : INFO : Epoch 1704 | loss: 0.0311238 | val_loss: 0.0311666 | Time: 1756.2 ms
[2021-09-30 09:18:57 main:581] : INFO : Epoch 1705 | loss: 0.0311218 | val_loss: 0.0311752 | Time: 1749.71 ms
[2021-09-30 09:18:59 main:581] : INFO : Epoch 1706 | loss: 0.0311214 | val_loss: 0.0311747 | Time: 1751.23 ms
[2021-09-30 09:19:01 main:581] : INFO : Epoch 1707 | loss: 0.0311212 | val_loss: 0.0311768 | Time: 1742.92 ms
[2021-09-30 09:19:03 main:581] : INFO : Epoch 1708 | loss: 0.0311205 | val_loss: 0.0311809 | Time: 1757.06 ms
[2021-09-30 09:19:04 main:581] : INFO : Epoch 1709 | loss: 0.0311198 | val_loss: 0.0311774 | Time: 1757.15 ms
[2021-09-30 09:19:06 main:581] : INFO : Epoch 1710 | loss: 0.0311211 | val_loss: 0.0311681 | Time: 1744.55 ms
[2021-09-30 09:19:08 main:581] : INFO : Epoch 1711 | loss: 0.0311229 | val_loss: 0.0311788 | Time: 1756.91 ms
[2021-09-30 09:19:10 main:581] : INFO : Epoch 1712 | loss: 0.0311178 | val_loss: 0.0311763 | Time: 1759 ms
[2021-09-30 09:19:11 main:581] : INFO : Epoch 1713 | loss: 0.0311154 | val_loss: 0.0311745 | Time: 1741.57 ms
[2021-09-30 09:19:13 main:581] : INFO : Epoch 1714 | loss: 0.0311211 | val_loss: 0.0311705 | Time: 1757.6 ms
[2021-09-30 09:19:15 main:581] : INFO : Epoch 1715 | loss: 0.0311221 | val_loss: 0.0311754 | Time: 1753.91 ms
[2021-09-30 09:19:17 main:581] : INFO : Epoch 1716 | loss: 0.0311256 | val_loss: 0.031174 | Time: 1722.06 ms
[2021-09-30 09:19:18 main:581] : INFO : Epoch 1717 | loss: 0.0311252 | val_loss: 0.0311703 | Time: 1740.44 ms
[2021-09-30 09:19:20 main:581] : INFO : Epoch 1718 | loss: 0.0311237 | val_loss: 0.0311778 | Time: 1743.12 ms
[2021-09-30 09:19:22 main:581] : INFO : Epoch 1719 | loss: 0.0311224 | val_loss: 0.0311788 | Time: 1722.38 ms
[2021-09-30 09:19:24 main:581] : INFO : Epoch 1720 | loss: 0.0311194 | val_loss: 0.0311786 | Time: 1761.82 ms
[2021-09-30 09:19:25 main:581] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311739 | Time: 1745.71 ms
[2021-09-30 09:19:27 main:581] : INFO : Epoch 1722 | loss: 0.0311248 | val_loss: 0.0311692 | Time: 1739.33 ms
[2021-09-30 09:19:29 main:581] : INFO : Epoch 1723 | loss: 0.0311267 | val_loss: 0.0311795 | Time: 1742.67 ms
[2021-09-30 09:19:31 main:581] : INFO : Epoch 1724 | loss: 0.0311264 | val_loss: 0.0311763 | Time: 1737.78 ms
[2021-09-30 09:19:32 main:581] : INFO : Epoch 1725 | loss: 0.031122 | val_loss: 0.031165 | Time: 1723.66 ms
[2021-09-30 09:19:34 main:581] : INFO : Epoch 1726 | loss: 0.0311189 | val_loss: 0.0311746 | Time: 1755.2 ms
[2021-09-30 09:19:36 main:581] : INFO : Epoch 1727 | loss: 0.0311195 | val_loss: 0.0311749 | Time: 1759.19 ms
[2021-09-30 09:19:38 main:581] : INFO : Epoch 1728 | loss: 0.0311224 | val_loss: 0.0311656 | Time: 1755.45 ms
[2021-09-30 09:19:39 main:581] : INFO : Epoch 1729 | loss: 0.0311244 | val_loss: 0.0311709 | Time: 1755.23 ms
[2021-09-30 09:19:41 main:581] : INFO : Epoch 1730 | loss: 0.0311214 | val_loss: 0.0311761 | Time: 1747.34 ms
[2021-09-30 09:19:43 main:581] : INFO : Epoch 1731 | loss: 0.0311234 | val_loss: 0.0311708 | Time: 1713.42 ms
[2021-09-30 09:19:44 main:581] : INFO : Epoch 1732 | loss: 0.0311229 | val_loss: 0.0311739 | Time: 1727.49 ms
[2021-09-30 09:19:46 main:581] : INFO : Epoch 1733 | loss: 0.0311411 | val_loss: 0.0311673 | Time: 1755 ms
[2021-09-30 09:19:48 main:581] : INFO : Epoch 1734 | loss: 0.0311406 | val_loss: 0.0311728 | Time: 1752.5 ms
[2021-09-30 09:19:50 main:581] : INFO : Epoch 1735 | loss: 0.0311413 | val_loss: 0.031172 | Time: 1751.36 ms
[2021-09-30 09:19:51 main:581] : INFO : Epoch 1736 | loss: 0.031135 | val_loss: 0.03117 | Time: 1755.9 ms
[2021-09-30 09:19:53 main:581] : INFO : Epoch 1737 | loss: 0.0311354 | val_loss: 0.0311693 | Time: 1755.54 ms
[2021-09-30 09:19:55 main:581] : INFO : Epoch 1738 | loss: 0.0311404 | val_loss: 0.0311635 | Time: 1751.7 ms
[2021-09-30 09:19:57 main:581] : INFO : Epoch 1739 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 1763.49 ms
[2021-09-30 09:19:59 main:581] : INFO : Epoch 1740 | loss: 0.0311395 | val_loss: 0.031165 | Time: 1746.87 ms
[2021-09-30 09:20:00 main:581] : INFO : Epoch 1741 | loss: 0.0311343 | val_loss: 0.0311736 | Time: 1758.18 ms
[2021-09-30 09:20:02 main:581] : INFO : Epoch 1742 | loss: 0.0311335 | val_loss: 0.0311666 | Time: 1746.72 ms
[2021-09-30 09:20:04 main:581] : INFO : Epoch 1743 | loss: 0.0311307 | val_loss: 0.0311643 | Time: 1732.16 ms
[2021-09-30 09:20:06 main:581] : INFO : Epoch 1744 | loss: 0.0311338 | val_loss: 0.0311654 | Time: 1756.97 ms
[2021-09-30 09:20:07 main:581] : INFO : Epoch 1745 | loss: 0.0311341 | val_loss: 0.0311622 | Time: 1753.52 ms
[2021-09-30 09:20:09 main:581] : INFO : Epoch 1746 | loss: 0.0311304 | val_loss: 0.0311603 | Time: 1741.91 ms
[2021-09-30 09:20:11 main:581] : INFO : Epoch 1747 | loss: 0.0311319 | val_loss: 0.0311612 | Time: 1745.06 ms
[2021-09-30 09:20:13 main:581] : INFO : Epoch 1748 | loss: 0.0311272 | val_loss: 0.0311653 | Time: 1761.36 ms
[2021-09-30 09:20:14 main:581] : INFO : Epoch 1749 | loss: 0.0311307 | val_loss: 0.0311699 | Time: 1742.22 ms
[2021-09-30 09:20:16 main:581] : INFO : Epoch 1750 | loss: 0.0311365 | val_loss: 0.0311618 | Time: 1740.94 ms
[2021-09-30 09:20:18 main:581] : INFO : Epoch 1751 | loss: 0.0311349 | val_loss: 0.0311682 | Time: 1744.65 ms
[2021-09-30 09:20:19 main:581] : INFO : Epoch 1752 | loss: 0.0311307 | val_loss: 0.031164 | Time: 1747.77 ms
[2021-09-30 09:20:21 main:581] : INFO : Epoch 1753 | loss: 0.0311293 | val_loss: 0.0311765 | Time: 1770.81 ms
[2021-09-30 09:20:23 main:581] : INFO : Epoch 1754 | loss: 0.03113 | val_loss: 0.0311687 | Time: 1718.06 ms
[2021-09-30 09:20:25 main:581] : INFO : Epoch 1755 | loss: 0.0311294 | val_loss: 0.031165 | Time: 1746.37 ms
[2021-09-30 09:20:26 main:581] : INFO : Epoch 1756 | loss: 0.0311273 | val_loss: 0.0311701 | Time: 1753.99 ms
[2021-09-30 09:20:28 main:581] : INFO : Epoch 1757 | loss: 0.0311296 | val_loss: 0.0311643 | Time: 1758.28 ms
[2021-09-30 09:20:30 main:581] : INFO : Epoch 1758 | loss: 0.0311278 | val_loss: 0.0311624 | Time: 1745.59 ms
[2021-09-30 09:20:32 main:581] : INFO : Epoch 1759 | loss: 0.0311244 | val_loss: 0.0311597 | Time: 1766.9 ms
[2021-09-30 09:20:34 main:581] : INFO : Epoch 1760 | loss: 0.0311232 | val_loss: 0.0311627 | Time: 1764.19 ms
[2021-09-30 09:20:35 main:581] : INFO : Epoch 1761 | loss: 0.0311214 | val_loss: 0.0311706 | Time: 1751.89 ms
[2021-09-30 09:20:37 main:581] : INFO : Epoch 1762 | loss: 0.0311198 | val_loss: 0.0311637 | Time: 1748.85 ms
[2021-09-30 09:20:39 main:581] : INFO : Epoch 1763 | loss: 0.0311205 | val_loss: 0.0311622 | Time: 1740.35 ms
[2021-09-30 09:20:40 main:581] : INFO : Epoch 1764 | loss: 0.0311203 | val_loss: 0.0311645 | Time: 1740.98 ms
[2021-09-30 09:20:42 main:581] : INFO : Epoch 1765 | loss: 0.0311197 | val_loss: 0.0311653 | Time: 1750.06 ms
[2021-09-30 09:20:44 main:581] : INFO : Epoch 1766 | loss: 0.0311239 | val_loss: 0.0311847 | Time: 1740.72 ms
[2021-09-30 09:20:46 main:581] : INFO : Epoch 1767 | loss: 0.0311274 | val_loss: 0.0311662 | Time: 1724.04 ms
[2021-09-30 09:20:47 main:581] : INFO : Epoch 1768 | loss: 0.031124 | val_loss: 0.0311677 | Time: 1731.21 ms
[2021-09-30 09:20:49 main:581] : INFO : Epoch 1769 | loss: 0.0311222 | val_loss: 0.0311675 | Time: 1746.44 ms
[2021-09-30 09:20:51 main:581] : INFO : Epoch 1770 | loss: 0.0311208 | val_loss: 0.0311662 | Time: 1733.2 ms
[2021-09-30 09:20:53 main:581] : INFO : Epoch 1771 | loss: 0.0311251 | val_loss: 0.0311585 | Time: 1725.69 ms
[2021-09-30 09:20:54 main:581] : INFO : Epoch 1772 | loss: 0.0311303 | val_loss: 0.0311639 | Time: 1746.58 ms
[2021-09-30 09:20:56 main:581] : INFO : Epoch 1773 | loss: 0.0311304 | val_loss: 0.0311767 | Time: 1762.31 ms
[2021-09-30 09:20:58 main:581] : INFO : Epoch 1774 | loss: 0.0311477 | val_loss: 0.031163 | Time: 1729.57 ms
[2021-09-30 09:21:00 main:581] : INFO : Epoch 1775 | loss: 0.0311382 | val_loss: 0.0311553 | Time: 1755.06 ms
[2021-09-30 09:21:01 main:581] : INFO : Epoch 1776 | loss: 0.0311357 | val_loss: 0.0311599 | Time: 1751.28 ms
[2021-09-30 09:21:03 main:581] : INFO : Epoch 1777 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 1746.76 ms
[2021-09-30 09:21:05 main:581] : INFO : Epoch 1778 | loss: 0.0311307 | val_loss: 0.0311612 | Time: 1746.63 ms
[2021-09-30 09:21:07 main:581] : INFO : Epoch 1779 | loss: 0.0311299 | val_loss: 0.0311631 | Time: 1753.88 ms
[2021-09-30 09:21:08 main:581] : INFO : Epoch 1780 | loss: 0.0311294 | val_loss: 0.0311634 | Time: 1745.92 ms
[2021-09-30 09:21:10 main:581] : INFO : Epoch 1781 | loss: 0.0311312 | val_loss: 0.0311736 | Time: 1756.47 ms
[2021-09-30 09:21:12 main:581] : INFO : Epoch 1782 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 1766.69 ms
[2021-09-30 09:21:14 main:581] : INFO : Epoch 1783 | loss: 0.0311298 | val_loss: 0.0311625 | Time: 1749.61 ms
[2021-09-30 09:21:15 main:581] : INFO : Epoch 1784 | loss: 0.0311258 | val_loss: 0.0311591 | Time: 1730.25 ms
[2021-09-30 09:21:17 main:581] : INFO : Epoch 1785 | loss: 0.031123 | val_loss: 0.0311669 | Time: 1754.82 ms
[2021-09-30 09:21:19 main:581] : INFO : Epoch 1786 | loss: 0.031126 | val_loss: 0.0311662 | Time: 1743.7 ms
[2021-09-30 09:21:21 main:581] : INFO : Epoch 1787 | loss: 0.0311281 | val_loss: 0.0311653 | Time: 1758.88 ms
[2021-09-30 09:21:22 main:581] : INFO : Epoch 1788 | loss: 0.0311304 | val_loss: 0.0311693 | Time: 1758.6 ms
[2021-09-30 09:21:24 main:581] : INFO : Epoch 1789 | loss: 0.0311304 | val_loss: 0.0311589 | Time: 1758.01 ms
[2021-09-30 09:21:26 main:581] : INFO : Epoch 1790 | loss: 0.0311328 | val_loss: 0.0311718 | Time: 1724.31 ms
[2021-09-30 09:21:28 main:581] : INFO : Epoch 1791 | loss: 0.0311303 | val_loss: 0.031164 | Time: 1756.56 ms
[2021-09-30 09:21:29 main:581] : INFO : Epoch 1792 | loss: 0.0311309 | val_loss: 0.0311673 | Time: 1743.48 ms
[2021-09-30 09:21:31 main:581] : INFO : Epoch 1793 | loss: 0.0311279 | val_loss: 0.0311652 | Time: 1756.05 ms
[2021-09-30 09:21:33 main:581] : INFO : Epoch 1794 | loss: 0.0311332 | val_loss: 0.0311704 | Time: 1753.01 ms
[2021-09-30 09:21:35 main:581] : INFO : Epoch 1795 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 1751.95 ms
[2021-09-30 09:21:36 main:581] : INFO : Epoch 1796 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 1741.32 ms
[2021-09-30 09:21:38 main:581] : INFO : Epoch 1797 | loss: 0.0311431 | val_loss: 0.0311642 | Time: 1749.27 ms
[2021-09-30 09:21:40 main:581] : INFO : Epoch 1798 | loss: 0.0311384 | val_loss: 0.0311621 | Time: 1751.1 ms
[2021-09-30 09:21:42 main:581] : INFO : Epoch 1799 | loss: 0.0311395 | val_loss: 0.0311698 | Time: 1749.67 ms
[2021-09-30 09:21:43 main:581] : INFO : Epoch 1800 | loss: 0.0311358 | val_loss: 0.0311605 | Time: 1739.79 ms
[2021-09-30 09:21:45 main:581] : INFO : Epoch 1801 | loss: 0.0311319 | val_loss: 0.0311683 | Time: 1742.1 ms
[2021-09-30 09:21:47 main:581] : INFO : Epoch 1802 | loss: 0.0311337 | val_loss: 0.031165 | Time: 1743.36 ms
[2021-09-30 09:21:49 main:581] : INFO : Epoch 1803 | loss: 0.0311307 | val_loss: 0.0311623 | Time: 1711.81 ms
[2021-09-30 09:21:50 main:581] : INFO : Epoch 1804 | loss: 0.031128 | val_loss: 0.0311671 | Time: 1749.25 ms
[2021-09-30 09:21:52 main:581] : INFO : Epoch 1805 | loss: 0.0311268 | val_loss: 0.0311639 | Time: 1753.84 ms
[2021-09-30 09:21:54 main:581] : INFO : Epoch 1806 | loss: 0.0311279 | val_loss: 0.031162 | Time: 1755.12 ms
[2021-09-30 09:21:56 main:581] : INFO : Epoch 1807 | loss: 0.0311282 | val_loss: 0.0311655 | Time: 1752.7 ms
[2021-09-30 09:21:57 main:581] : INFO : Epoch 1808 | loss: 0.0311321 | val_loss: 0.0311613 | Time: 1742.81 ms
[2021-09-30 09:21:59 main:581] : INFO : Epoch 1809 | loss: 0.0311313 | val_loss: 0.0311611 | Time: 1755.34 ms
[2021-09-30 09:22:01 main:581] : INFO : Epoch 1810 | loss: 0.0311276 | val_loss: 0.0311634 | Time: 1740.11 ms
[2021-09-30 09:22:03 main:581] : INFO : Epoch 1811 | loss: 0.0311241 | val_loss: 0.0311666 | Time: 1755.91 ms
[2021-09-30 09:22:04 main:581] : INFO : Epoch 1812 | loss: 0.0311233 | val_loss: 0.0311615 | Time: 1759.6 ms
[2021-09-30 09:22:06 main:581] : INFO : Epoch 1813 | loss: 0.0311218 | val_loss: 0.0311609 | Time: 1752.85 ms
[2021-09-30 09:22:08 main:581] : INFO : Epoch 1814 | loss: 0.0311215 | val_loss: 0.0311671 | Time: 1741.12 ms
[2021-09-30 09:22:10 main:581] : INFO : Epoch 1815 | loss: 0.0311245 | val_loss: 0.0311609 | Time: 1738.57 ms
[2021-09-30 09:22:11 main:581] : INFO : Epoch 1816 | loss: 0.0311297 | val_loss: 0.0311637 | Time: 1744.85 ms
[2021-09-30 09:22:13 main:581] : INFO : Epoch 1817 | loss: 0.0311259 | val_loss: 0.0311598 | Time: 1741 ms
[2021-09-30 09:22:15 main:581] : INFO : Epoch 1818 | loss: 0.0311228 | val_loss: 0.0311633 | Time: 1736.51 ms
[2021-09-30 09:22:17 main:581] : INFO : Epoch 1819 | loss: 0.0311241 | val_loss: 0.0311644 | Time: 1751.38 ms
[2021-09-30 09:22:18 main:581] : INFO : Epoch 1820 | loss: 0.0311207 | val_loss: 0.0311637 | Time: 1738.25 ms
[2021-09-30 09:22:20 main:581] : INFO : Epoch 1821 | loss: 0.0311198 | val_loss: 0.0311624 | Time: 1716.47 ms
[2021-09-30 09:22:22 main:581] : INFO : Epoch 1822 | loss: 0.0311215 | val_loss: 0.0311632 | Time: 1740.21 ms
[2021-09-30 09:22:24 main:581] : INFO : Epoch 1823 | loss: 0.0311185 | val_loss: 0.0311655 | Time: 1758.48 ms
[2021-09-30 09:22:25 main:581] : INFO : Epoch 1824 | loss: 0.0311183 | val_loss: 0.0311623 | Time: 1743.11 ms
[2021-09-30 09:22:27 main:581] : INFO : Epoch 1825 | loss: 0.0311199 | val_loss: 0.0311684 | Time: 1740.1 ms
[2021-09-30 09:22:29 main:581] : INFO : Epoch 1826 | loss: 0.0311218 | val_loss: 0.0311681 | Time: 1739.37 ms
[2021-09-30 09:22:30 main:581] : INFO : Epoch 1827 | loss: 0.0311207 | val_loss: 0.0311736 | Time: 1747.34 ms
[2021-09-30 09:22:32 main:581] : INFO : Epoch 1828 | loss: 0.0311231 | val_loss: 0.0311673 | Time: 1729.24 ms
[2021-09-30 09:22:34 main:581] : INFO : Epoch 1829 | loss: 0.0311216 | val_loss: 0.0311674 | Time: 1737.47 ms
[2021-09-30 09:22:36 main:581] : INFO : Epoch 1830 | loss: 0.0311189 | val_loss: 0.0311637 | Time: 1747.61 ms
[2021-09-30 09:22:37 main:581] : INFO : Epoch 1831 | loss: 0.0311201 | val_loss: 0.0311597 | Time: 1744.38 ms
[2021-09-30 09:22:39 main:581] : INFO : Epoch 1832 | loss: 0.0311193 | val_loss: 0.031163 | Time: 1742.27 ms
[2021-09-30 09:22:41 main:581] : INFO : Epoch 1833 | loss: 0.0311173 | val_loss: 0.0311624 | Time: 1731.54 ms
[2021-09-30 09:22:43 main:581] : INFO : Epoch 1834 | loss: 0.0311173 | val_loss: 0.0311664 | Time: 1733.86 ms
[2021-09-30 09:22:44 main:581] : INFO : Epoch 1835 | loss: 0.0311203 | val_loss: 0.0311716 | Time: 1747.25 ms
[2021-09-30 09:22:46 main:581] : INFO : Epoch 1836 | loss: 0.0311284 | val_loss: 0.0311665 | Time: 1752.01 ms
[2021-09-30 09:22:48 main:581] : INFO : Epoch 1837 | loss: 0.0311304 | val_loss: 0.0311647 | Time: 1749.46 ms
[2021-09-30 09:22:50 main:581] : INFO : Epoch 1838 | loss: 0.0311249 | val_loss: 0.0311677 | Time: 1745.69 ms
[2021-09-30 09:22:51 main:581] : INFO : Epoch 1839 | loss: 0.0311221 | val_loss: 0.0311748 | Time: 1761.23 ms
[2021-09-30 09:22:53 main:581] : INFO : Epoch 1840 | loss: 0.0311238 | val_loss: 0.0311673 | Time: 1737.84 ms
[2021-09-30 09:22:55 main:581] : INFO : Epoch 1841 | loss: 0.0311221 | val_loss: 0.0311767 | Time: 1754.53 ms
[2021-09-30 09:22:57 main:581] : INFO : Epoch 1842 | loss: 0.0311211 | val_loss: 0.0311702 | Time: 1738.61 ms
[2021-09-30 09:22:58 main:581] : INFO : Epoch 1843 | loss: 0.0311213 | val_loss: 0.0311627 | Time: 1751.82 ms
[2021-09-30 09:23:00 main:581] : INFO : Epoch 1844 | loss: 0.031122 | val_loss: 0.0311675 | Time: 1745.04 ms
[2021-09-30 09:23:02 main:581] : INFO : Epoch 1845 | loss: 0.0311212 | val_loss: 0.031172 | Time: 1744.25 ms
[2021-09-30 09:23:04 main:581] : INFO : Epoch 1846 | loss: 0.0311203 | val_loss: 0.0311666 | Time: 1757.95 ms
[2021-09-30 09:23:05 main:581] : INFO : Epoch 1847 | loss: 0.0311204 | val_loss: 0.0311647 | Time: 1732.87 ms
[2021-09-30 09:23:07 main:581] : INFO : Epoch 1848 | loss: 0.0311182 | val_loss: 0.0311696 | Time: 1755.94 ms
[2021-09-30 09:23:09 main:581] : INFO : Epoch 1849 | loss: 0.0311176 | val_loss: 0.0311765 | Time: 1752.05 ms
[2021-09-30 09:23:11 main:581] : INFO : Epoch 1850 | loss: 0.0311148 | val_loss: 0.0311695 | Time: 1747.34 ms
[2021-09-30 09:23:12 main:581] : INFO : Epoch 1851 | loss: 0.0311133 | val_loss: 0.0311702 | Time: 1756.75 ms
[2021-09-30 09:23:14 main:581] : INFO : Epoch 1852 | loss: 0.0311156 | val_loss: 0.0311727 | Time: 1740.98 ms
[2021-09-30 09:23:16 main:581] : INFO : Epoch 1853 | loss: 0.0311149 | val_loss: 0.0311671 | Time: 1749.03 ms
[2021-09-30 09:23:18 main:581] : INFO : Epoch 1854 | loss: 0.031119 | val_loss: 0.0311635 | Time: 1744.79 ms
[2021-09-30 09:23:19 main:581] : INFO : Epoch 1855 | loss: 0.0311278 | val_loss: 0.0311604 | Time: 1746.83 ms
[2021-09-30 09:23:21 main:581] : INFO : Epoch 1856 | loss: 0.0311314 | val_loss: 0.0311705 | Time: 1760.96 ms
[2021-09-30 09:23:23 main:581] : INFO : Epoch 1857 | loss: 0.0311316 | val_loss: 0.0311647 | Time: 1755.45 ms
[2021-09-30 09:23:25 main:581] : INFO : Epoch 1858 | loss: 0.0311274 | val_loss: 0.0311601 | Time: 1742.91 ms
[2021-09-30 09:23:26 main:581] : INFO : Epoch 1859 | loss: 0.0311281 | val_loss: 0.0311621 | Time: 1741.92 ms
[2021-09-30 09:23:28 main:581] : INFO : Epoch 1860 | loss: 0.0311239 | val_loss: 0.0311623 | Time: 1748.1 ms
[2021-09-30 09:23:30 main:581] : INFO : Epoch 1861 | loss: 0.0311225 | val_loss: 0.0311624 | Time: 1742.09 ms
[2021-09-30 09:23:32 main:581] : INFO : Epoch 1862 | loss: 0.0311201 | val_loss: 0.0311666 | Time: 1739.58 ms
[2021-09-30 09:23:33 main:581] : INFO : Epoch 1863 | loss: 0.0311172 | val_loss: 0.0311655 | Time: 1757.02 ms
[2021-09-30 09:23:35 main:581] : INFO : Epoch 1864 | loss: 0.0311188 | val_loss: 0.031167 | Time: 1763.43 ms
[2021-09-30 09:23:37 main:581] : INFO : Epoch 1865 | loss: 0.0311185 | val_loss: 0.0311645 | Time: 1766.97 ms
[2021-09-30 09:23:39 main:581] : INFO : Epoch 1866 | loss: 0.0311189 | val_loss: 0.0311697 | Time: 1755.52 ms
[2021-09-30 09:23:40 main:581] : INFO : Epoch 1867 | loss: 0.0311187 | val_loss: 0.0311632 | Time: 1757.26 ms
[2021-09-30 09:23:42 main:581] : INFO : Epoch 1868 | loss: 0.0311181 | val_loss: 0.0311554 | Time: 1736.11 ms
[2021-09-30 09:23:44 main:581] : INFO : Epoch 1869 | loss: 0.0311188 | val_loss: 0.031171 | Time: 1753.83 ms
[2021-09-30 09:23:46 main:581] : INFO : Epoch 1870 | loss: 0.0311196 | val_loss: 0.0311677 | Time: 1737.05 ms
[2021-09-30 09:23:47 main:581] : INFO : Epoch 1871 | loss: 0.0311186 | val_loss: 0.0311719 | Time: 1743.16 ms
[2021-09-30 09:23:49 main:581] : INFO : Epoch 1872 | loss: 0.0311161 | val_loss: 0.0311654 | Time: 1762.6 ms
[2021-09-30 09:23:51 main:581] : INFO : Epoch 1873 | loss: 0.0311154 | val_loss: 0.0311665 | Time: 1744.85 ms
[2021-09-30 09:23:53 main:581] : INFO : Epoch 1874 | loss: 0.0311144 | val_loss: 0.0311619 | Time: 1740.56 ms
[2021-09-30 09:23:54 main:581] : INFO : Epoch 1875 | loss: 0.0311164 | val_loss: 0.0311661 | Time: 1734.34 ms
[2021-09-30 09:23:56 main:581] : INFO : Epoch 1876 | loss: 0.0311178 | val_loss: 0.0311654 | Time: 1781.62 ms
[2021-09-30 09:23:58 main:581] : INFO : Epoch 1877 | loss: 0.0311195 | val_loss: 0.0311746 | Time: 1732.77 ms
[2021-09-30 09:24:00 main:581] : INFO : Epoch 1878 | loss: 0.0311149 | val_loss: 0.0311697 | Time: 1732.09 ms
[2021-09-30 09:24:01 main:581] : INFO : Epoch 1879 | loss: 0.0311139 | val_loss: 0.0311647 | Time: 1756.64 ms
[2021-09-30 09:24:03 main:581] : INFO : Epoch 1880 | loss: 0.0311135 | val_loss: 0.0311794 | Time: 1741.37 ms
[2021-09-30 09:24:05 main:581] : INFO : Epoch 1881 | loss: 0.0311146 | val_loss: 0.0311729 | Time: 1744.06 ms
[2021-09-30 09:24:07 main:581] : INFO : Epoch 1882 | loss: 0.0311151 | val_loss: 0.0311661 | Time: 1748.62 ms
[2021-09-30 09:24:08 main:581] : INFO : Epoch 1883 | loss: 0.031116 | val_loss: 0.0311759 | Time: 1727.48 ms
[2021-09-30 09:24:10 main:581] : INFO : Epoch 1884 | loss: 0.0311194 | val_loss: 0.0311636 | Time: 1741.89 ms
[2021-09-30 09:24:12 main:581] : INFO : Epoch 1885 | loss: 0.0311194 | val_loss: 0.0311679 | Time: 1760.35 ms
[2021-09-30 09:24:14 main:581] : INFO : Epoch 1886 | loss: 0.031118 | val_loss: 0.03117 | Time: 1769.36 ms
[2021-09-30 09:24:15 main:581] : INFO : Epoch 1887 | loss: 0.0311204 | val_loss: 0.0311677 | Time: 1747.54 ms
[2021-09-30 09:24:17 main:581] : INFO : Epoch 1888 | loss: 0.0311203 | val_loss: 0.0311618 | Time: 1746.65 ms
[2021-09-30 09:24:19 main:581] : INFO : Epoch 1889 | loss: 0.0311169 | val_loss: 0.0311722 | Time: 1743.33 ms
[2021-09-30 09:24:21 main:581] : INFO : Epoch 1890 | loss: 0.031117 | val_loss: 0.0311673 | Time: 1759.92 ms
[2021-09-30 09:24:22 main:581] : INFO : Epoch 1891 | loss: 0.0311217 | val_loss: 0.0311655 | Time: 1753.46 ms
[2021-09-30 09:24:24 main:581] : INFO : Epoch 1892 | loss: 0.0311179 | val_loss: 0.0311634 | Time: 1717.46 ms
[2021-09-30 09:24:26 main:581] : INFO : Epoch 1893 | loss: 0.0311156 | val_loss: 0.031171 | Time: 1750.33 ms
[2021-09-30 09:24:28 main:581] : INFO : Epoch 1894 | loss: 0.0311153 | val_loss: 0.031168 | Time: 1751.5 ms
[2021-09-30 09:24:29 main:581] : INFO : Epoch 1895 | loss: 0.0311169 | val_loss: 0.0311713 | Time: 1757.02 ms
[2021-09-30 09:24:31 main:581] : INFO : Epoch 1896 | loss: 0.031117 | val_loss: 0.0311708 | Time: 1768.04 ms
[2021-09-30 09:24:33 main:581] : INFO : Epoch 1897 | loss: 0.031121 | val_loss: 0.0311632 | Time: 1751.93 ms
[2021-09-30 09:24:35 main:581] : INFO : Epoch 1898 | loss: 0.0311209 | val_loss: 0.0311702 | Time: 1724.84 ms
[2021-09-30 09:24:36 main:581] : INFO : Epoch 1899 | loss: 0.0311289 | val_loss: 0.0311652 | Time: 1750.93 ms
[2021-09-30 09:24:38 main:581] : INFO : Epoch 1900 | loss: 0.0311353 | val_loss: 0.0311594 | Time: 1745.9 ms
[2021-09-30 09:24:40 main:581] : INFO : Epoch 1901 | loss: 0.0311328 | val_loss: 0.0311644 | Time: 1739.84 ms
[2021-09-30 09:24:42 main:581] : INFO : Epoch 1902 | loss: 0.0311258 | val_loss: 0.0311589 | Time: 1753.61 ms
[2021-09-30 09:24:43 main:581] : INFO : Epoch 1903 | loss: 0.0311208 | val_loss: 0.0311622 | Time: 1753.54 ms
[2021-09-30 09:24:45 main:581] : INFO : Epoch 1904 | loss: 0.0311206 | val_loss: 0.0311668 | Time: 1736.16 ms
[2021-09-30 09:24:47 main:581] : INFO : Epoch 1905 | loss: 0.0311206 | val_loss: 0.0311667 | Time: 1768.92 ms
[2021-09-30 09:24:49 main:581] : INFO : Epoch 1906 | loss: 0.0311198 | val_loss: 0.0311679 | Time: 1750.96 ms
[2021-09-30 09:24:50 main:581] : INFO : Epoch 1907 | loss: 0.0311185 | val_loss: 0.0311657 | Time: 1708.7 ms
[2021-09-30 09:24:52 main:581] : INFO : Epoch 1908 | loss: 0.0311203 | val_loss: 0.0311643 | Time: 1753.03 ms
[2021-09-30 09:24:54 main:581] : INFO : Epoch 1909 | loss: 0.0311174 | val_loss: 0.0311625 | Time: 1720.56 ms
[2021-09-30 09:24:55 main:581] : INFO : Epoch 1910 | loss: 0.0311177 | val_loss: 0.031162 | Time: 1730.47 ms
[2021-09-30 09:24:57 main:581] : INFO : Epoch 1911 | loss: 0.0311161 | val_loss: 0.0311739 | Time: 1769.96 ms
[2021-09-30 09:24:59 main:581] : INFO : Epoch 1912 | loss: 0.0311242 | val_loss: 0.0311712 | Time: 1753.58 ms
[2021-09-30 09:25:01 main:581] : INFO : Epoch 1913 | loss: 0.0311251 | val_loss: 0.0311597 | Time: 1727.91 ms
[2021-09-30 09:25:02 main:581] : INFO : Epoch 1914 | loss: 0.031122 | val_loss: 0.0311713 | Time: 1737.33 ms
[2021-09-30 09:25:04 main:581] : INFO : Epoch 1915 | loss: 0.0311196 | val_loss: 0.0311637 | Time: 1759.08 ms
[2021-09-30 09:25:06 main:581] : INFO : Epoch 1916 | loss: 0.0311218 | val_loss: 0.0311664 | Time: 1733.97 ms
[2021-09-30 09:25:08 main:581] : INFO : Epoch 1917 | loss: 0.0311197 | val_loss: 0.0311614 | Time: 1742.25 ms
[2021-09-30 09:25:09 main:581] : INFO : Epoch 1918 | loss: 0.0311186 | val_loss: 0.0311645 | Time: 1757.03 ms
[2021-09-30 09:25:11 main:581] : INFO : Epoch 1919 | loss: 0.0311176 | val_loss: 0.0311621 | Time: 1729.95 ms
[2021-09-30 09:25:13 main:581] : INFO : Epoch 1920 | loss: 0.0311201 | val_loss: 0.031162 | Time: 1753.08 ms
[2021-09-30 09:25:15 main:581] : INFO : Epoch 1921 | loss: 0.0311175 | val_loss: 0.0311697 | Time: 1755.69 ms
[2021-09-30 09:25:16 main:581] : INFO : Epoch 1922 | loss: 0.0311141 | val_loss: 0.0311772 | Time: 1745.03 ms
[2021-09-30 09:25:18 main:581] : INFO : Epoch 1923 | loss: 0.0311149 | val_loss: 0.0311672 | Time: 1745.83 ms
[2021-09-30 09:25:20 main:581] : INFO : Epoch 1924 | loss: 0.0311176 | val_loss: 0.0311607 | Time: 1735.74 ms
[2021-09-30 09:25:22 main:581] : INFO : Epoch 1925 | loss: 0.0311153 | val_loss: 0.0311737 | Time: 1736.5 ms
[2021-09-30 09:25:23 main:581] : INFO : Epoch 1926 | loss: 0.0311204 | val_loss: 0.0311633 | Time: 1759 ms
[2021-09-30 09:25:25 main:581] : INFO : Epoch 1927 | loss: 0.0311234 | val_loss: 0.0311657 | Time: 1750.43 ms
[2021-09-30 09:25:27 main:581] : INFO : Epoch 1928 | loss: 0.0311205 | val_loss: 0.031166 | Time: 1758.25 ms
[2021-09-30 09:25:29 main:581] : INFO : Epoch 1929 | loss: 0.0311173 | val_loss: 0.0311677 | Time: 1767.02 ms
[2021-09-30 09:25:30 main:581] : INFO : Epoch 1930 | loss: 0.0311178 | val_loss: 0.0311673 | Time: 1742.28 ms
[2021-09-30 09:25:32 main:581] : INFO : Epoch 1931 | loss: 0.0311164 | val_loss: 0.0311702 | Time: 1724.58 ms
[2021-09-30 09:25:34 main:581] : INFO : Epoch 1932 | loss: 0.031116 | val_loss: 0.031168 | Time: 1733.69 ms
[2021-09-30 09:25:36 main:581] : INFO : Epoch 1933 | loss: 0.0311154 | val_loss: 0.0311616 | Time: 1755.11 ms
[2021-09-30 09:25:37 main:581] : INFO : Epoch 1934 | loss: 0.0311136 | val_loss: 0.0311681 | Time: 1747.25 ms
[2021-09-30 09:25:39 main:581] : INFO : Epoch 1935 | loss: 0.0311135 | val_loss: 0.0311689 | Time: 1752.31 ms
[2021-09-30 09:25:41 main:581] : INFO : Epoch 1936 | loss: 0.031113 | val_loss: 0.0311636 | Time: 1751.98 ms
[2021-09-30 09:25:43 main:581] : INFO : Epoch 1937 | loss: 0.0311131 | val_loss: 0.0311736 | Time: 1734.89 ms
[2021-09-30 09:25:44 main:581] : INFO : Epoch 1938 | loss: 0.0311127 | val_loss: 0.0311718 | Time: 1753.01 ms
[2021-09-30 09:25:46 main:581] : INFO : Epoch 1939 | loss: 0.0311102 | val_loss: 0.0311695 | Time: 1751.46 ms
[2021-09-30 09:25:48 main:581] : INFO : Epoch 1940 | loss: 0.0311137 | val_loss: 0.0311685 | Time: 1760.09 ms
[2021-09-30 09:25:50 main:581] : INFO : Epoch 1941 | loss: 0.0311109 | val_loss: 0.0311752 | Time: 1755.31 ms
[2021-09-30 09:25:51 main:581] : INFO : Epoch 1942 | loss: 0.0311083 | val_loss: 0.0311703 | Time: 1748.05 ms
[2021-09-30 09:25:53 main:581] : INFO : Epoch 1943 | loss: 0.0311106 | val_loss: 0.0311777 | Time: 1750.38 ms
[2021-09-30 09:25:55 main:581] : INFO : Epoch 1944 | loss: 0.0311107 | val_loss: 0.0311758 | Time: 1739.3 ms
[2021-09-30 09:25:57 main:581] : INFO : Epoch 1945 | loss: 0.0311078 | val_loss: 0.0311735 | Time: 1745.07 ms
[2021-09-30 09:25:58 main:581] : INFO : Epoch 1946 | loss: 0.0311116 | val_loss: 0.0311738 | Time: 1740.03 ms
[2021-09-30 09:26:00 main:581] : INFO : Epoch 1947 | loss: 0.0311152 | val_loss: 0.0311623 | Time: 1757.77 ms
[2021-09-30 09:26:02 main:581] : INFO : Epoch 1948 | loss: 0.0311166 | val_loss: 0.031169 | Time: 1755.36 ms
[2021-09-30 09:26:04 main:581] : INFO : Epoch 1949 | loss: 0.0311144 | val_loss: 0.0311676 | Time: 1759.65 ms
[2021-09-30 09:26:05 main:581] : INFO : Epoch 1950 | loss: 0.031115 | val_loss: 0.0311669 | Time: 1753.39 ms
[2021-09-30 09:26:07 main:581] : INFO : Epoch 1951 | loss: 0.0311137 | val_loss: 0.0311727 | Time: 1736.79 ms
[2021-09-30 09:26:09 main:581] : INFO : Epoch 1952 | loss: 0.0311112 | val_loss: 0.0311702 | Time: 1732.87 ms
[2021-09-30 09:26:11 main:581] : INFO : Epoch 1953 | loss: 0.031113 | val_loss: 0.0311683 | Time: 1759.06 ms
[2021-09-30 09:26:12 main:581] : INFO : Epoch 1954 | loss: 0.0311101 | val_loss: 0.0311667 | Time: 1752.45 ms
[2021-09-30 09:26:14 main:581] : INFO : Epoch 1955 | loss: 0.0311132 | val_loss: 0.0311678 | Time: 1751.75 ms
[2021-09-30 09:26:16 main:581] : INFO : Epoch 1956 | loss: 0.0311154 | val_loss: 0.0311677 | Time: 1746.41 ms
[2021-09-30 09:26:18 main:581] : INFO : Epoch 1957 | loss: 0.0311135 | val_loss: 0.0311667 | Time: 1746.53 ms
[2021-09-30 09:26:19 main:581] : INFO : Epoch 1958 | loss: 0.0311134 | val_loss: 0.0311705 | Time: 1735.83 ms
[2021-09-30 09:26:21 main:581] : INFO : Epoch 1959 | loss: 0.03111 | val_loss: 0.0311674 | Time: 1758.21 ms
[2021-09-30 09:26:23 main:581] : INFO : Epoch 1960 | loss: 0.0311106 | val_loss: 0.0311673 | Time: 1753.6 ms
[2021-09-30 09:26:25 main:581] : INFO : Epoch 1961 | loss: 0.0311075 | val_loss: 0.0311717 | Time: 1746.33 ms
[2021-09-30 09:26:26 main:581] : INFO : Epoch 1962 | loss: 0.031107 | val_loss: 0.0311716 | Time: 1745.35 ms
[2021-09-30 09:26:28 main:581] : INFO : Epoch 1963 | loss: 0.0311067 | val_loss: 0.0311695 | Time: 1749.45 ms
[2021-09-30 09:26:30 main:581] : INFO : Epoch 1964 | loss: 0.0311045 | val_loss: 0.0311716 | Time: 1706.93 ms
[2021-09-30 09:26:32 main:581] : INFO : Epoch 1965 | loss: 0.0311067 | val_loss: 0.0311739 | Time: 1766.78 ms
[2021-09-30 09:26:33 main:581] : INFO : Epoch 1966 | loss: 0.0311098 | val_loss: 0.031169 | Time: 1746.38 ms
[2021-09-30 09:26:35 main:581] : INFO : Epoch 1967 | loss: 0.0311112 | val_loss: 0.0311649 | Time: 1739.31 ms
[2021-09-30 09:26:37 main:581] : INFO : Epoch 1968 | loss: 0.0311096 | val_loss: 0.0311636 | Time: 1737.39 ms
[2021-09-30 09:26:39 main:581] : INFO : Epoch 1969 | loss: 0.0311117 | val_loss: 0.0311742 | Time: 1743.65 ms
[2021-09-30 09:26:40 main:581] : INFO : Epoch 1970 | loss: 0.0311155 | val_loss: 0.031166 | Time: 1732.64 ms
[2021-09-30 09:26:42 main:581] : INFO : Epoch 1971 | loss: 0.0311138 | val_loss: 0.0311726 | Time: 1750.84 ms
[2021-09-30 09:26:44 main:581] : INFO : Epoch 1972 | loss: 0.031111 | val_loss: 0.0311654 | Time: 1751.04 ms
[2021-09-30 09:26:46 main:581] : INFO : Epoch 1973 | loss: 0.031118 | val_loss: 0.0311581 | Time: 1740.23 ms
[2021-09-30 09:26:47 main:581] : INFO : Epoch 1974 | loss: 0.0311153 | val_loss: 0.0311571 | Time: 1748.41 ms
[2021-09-30 09:26:49 main:581] : INFO : Epoch 1975 | loss: 0.0311152 | val_loss: 0.031161 | Time: 1734.39 ms
[2021-09-30 09:26:51 main:581] : INFO : Epoch 1976 | loss: 0.0311125 | val_loss: 0.0311662 | Time: 1731.33 ms
[2021-09-30 09:26:53 main:581] : INFO : Epoch 1977 | loss: 0.0311177 | val_loss: 0.031165 | Time: 1758.06 ms
[2021-09-30 09:26:54 main:581] : INFO : Epoch 1978 | loss: 0.0311226 | val_loss: 0.0311604 | Time: 1740.72 ms
[2021-09-30 09:26:56 main:581] : INFO : Epoch 1979 | loss: 0.0311263 | val_loss: 0.0311605 | Time: 1760.04 ms
[2021-09-30 09:26:58 main:581] : INFO : Epoch 1980 | loss: 0.0311202 | val_loss: 0.0311565 | Time: 1754.81 ms
[2021-09-30 09:27:00 main:581] : INFO : Epoch 1981 | loss: 0.0311165 | val_loss: 0.0311597 | Time: 1770.19 ms
[2021-09-30 09:27:01 main:581] : INFO : Epoch 1982 | loss: 0.0311178 | val_loss: 0.0311653 | Time: 1758.15 ms
[2021-09-30 09:27:03 main:581] : INFO : Epoch 1983 | loss: 0.0311233 | val_loss: 0.0311706 | Time: 1753.01 ms
[2021-09-30 09:27:05 main:581] : INFO : Epoch 1984 | loss: 0.0311287 | val_loss: 0.0311646 | Time: 1743.85 ms
[2021-09-30 09:27:07 main:581] : INFO : Epoch 1985 | loss: 0.0311249 | val_loss: 0.0311648 | Time: 1734.88 ms
[2021-09-30 09:27:08 main:581] : INFO : Epoch 1986 | loss: 0.0311215 | val_loss: 0.0311572 | Time: 1732.71 ms
[2021-09-30 09:27:10 main:581] : INFO : Epoch 1987 | loss: 0.0311188 | val_loss: 0.03117 | Time: 1708.4 ms
[2021-09-30 09:27:12 main:581] : INFO : Epoch 1988 | loss: 0.0311205 | val_loss: 0.0311708 | Time: 1735.8 ms
[2021-09-30 09:27:13 main:581] : INFO : Epoch 1989 | loss: 0.0311193 | val_loss: 0.031172 | Time: 1746.28 ms
[2021-09-30 09:27:15 main:581] : INFO : Epoch 1990 | loss: 0.031117 | val_loss: 0.0311639 | Time: 1747.43 ms
[2021-09-30 09:27:17 main:581] : INFO : Epoch 1991 | loss: 0.0311162 | val_loss: 0.0311658 | Time: 1743.84 ms
[2021-09-30 09:27:19 main:581] : INFO : Epoch 1992 | loss: 0.0311163 | val_loss: 0.0311692 | Time: 1744.15 ms
[2021-09-30 09:27:20 main:581] : INFO : Epoch 1993 | loss: 0.0311182 | val_loss: 0.0311597 | Time: 1727.93 ms
[2021-09-30 09:27:22 main:581] : INFO : Epoch 1994 | loss: 0.0311206 | val_loss: 0.0311624 | Time: 1745.6 ms
[2021-09-30 09:27:24 main:581] : INFO : Epoch 1995 | loss: 0.0311144 | val_loss: 0.0311646 | Time: 1734.95 ms
[2021-09-30 09:27:26 main:581] : INFO : Epoch 1996 | loss: 0.0311113 | val_loss: 0.0311733 | Time: 1760.98 ms
[2021-09-30 09:27:27 main:581] : INFO : Epoch 1997 | loss: 0.03111 | val_loss: 0.0311662 | Time: 1742.41 ms
[2021-09-30 09:27:29 main:581] : INFO : Epoch 1998 | loss: 0.03111 | val_loss: 0.0311701 | Time: 1734.86 ms
[2021-09-30 09:27:31 main:581] : INFO : Epoch 1999 | loss: 0.0311189 | val_loss: 0.0311646 | Time: 1737.22 ms
[2021-09-30 09:27:33 main:581] : INFO : Epoch 2000 | loss: 0.0311222 | val_loss: 0.0311673 | Time: 1750.97 ms
[2021-09-30 09:27:34 main:581] : INFO : Epoch 2001 | loss: 0.03112 | val_loss: 0.0311777 | Time: 1753.53 ms
[2021-09-30 09:27:36 main:581] : INFO : Epoch 2002 | loss: 0.0311189 | val_loss: 0.0311656 | Time: 1758.16 ms
[2021-09-30 09:27:38 main:581] : INFO : Epoch 2003 | loss: 0.0311164 | val_loss: 0.0311669 | Time: 1755.7 ms
[2021-09-30 09:27:40 main:581] : INFO : Epoch 2004 | loss: 0.0311128 | val_loss: 0.0311696 | Time: 1756.68 ms
[2021-09-30 09:27:41 main:581] : INFO : Epoch 2005 | loss: 0.0311118 | val_loss: 0.0311657 | Time: 1737.97 ms
[2021-09-30 09:27:43 main:581] : INFO : Epoch 2006 | loss: 0.0311111 | val_loss: 0.0311696 | Time: 1735.21 ms
[2021-09-30 09:27:45 main:581] : INFO : Epoch 2007 | loss: 0.0311153 | val_loss: 0.0311722 | Time: 1748.43 ms
[2021-09-30 09:27:47 main:581] : INFO : Epoch 2008 | loss: 0.0311241 | val_loss: 0.0312145 | Time: 1736.26 ms
[2021-09-30 09:27:48 main:581] : INFO : Epoch 2009 | loss: 0.0343432 | val_loss: 0.0327229 | Time: 1741.51 ms
[2021-09-30 09:27:50 main:581] : INFO : Epoch 2010 | loss: 0.0320799 | val_loss: 0.0315266 | Time: 1711.41 ms
[2021-09-30 09:27:52 main:581] : INFO : Epoch 2011 | loss: 0.0313707 | val_loss: 0.0312544 | Time: 1734.91 ms
[2021-09-30 09:27:54 main:581] : INFO : Epoch 2012 | loss: 0.0312452 | val_loss: 0.0312213 | Time: 1742.13 ms
[2021-09-30 09:27:55 main:581] : INFO : Epoch 2013 | loss: 0.0312176 | val_loss: 0.0312041 | Time: 1733.19 ms
[2021-09-30 09:27:57 main:581] : INFO : Epoch 2014 | loss: 0.0312024 | val_loss: 0.0311949 | Time: 1734.83 ms
[2021-09-30 09:27:59 main:581] : INFO : Epoch 2015 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1727.95 ms
[2021-09-30 09:28:00 main:581] : INFO : Epoch 2016 | loss: 0.0311943 | val_loss: 0.0311885 | Time: 1728.33 ms
[2021-09-30 09:28:02 main:581] : INFO : Epoch 2017 | loss: 0.0311975 | val_loss: 0.0311925 | Time: 1744.93 ms
[2021-09-30 09:28:04 main:581] : INFO : Epoch 2018 | loss: 0.0311948 | val_loss: 0.0311903 | Time: 1743.81 ms
[2021-09-30 09:28:06 main:581] : INFO : Epoch 2019 | loss: 0.0312031 | val_loss: 0.0311995 | Time: 1749.13 ms
[2021-09-30 09:28:07 main:581] : INFO : Epoch 2020 | loss: 0.0311997 | val_loss: 0.0311869 | Time: 1707.47 ms
[2021-09-30 09:28:09 main:581] : INFO : Epoch 2021 | loss: 0.0311915 | val_loss: 0.0311883 | Time: 1746.96 ms
[2021-09-30 09:28:11 main:581] : INFO : Epoch 2022 | loss: 0.0311919 | val_loss: 0.0311853 | Time: 1737.85 ms
[2021-09-30 09:28:13 main:581] : INFO : Epoch 2023 | loss: 0.0311894 | val_loss: 0.0311905 | Time: 1724.72 ms
[2021-09-30 09:28:14 main:581] : INFO : Epoch 2024 | loss: 0.0311945 | val_loss: 0.0311937 | Time: 1744.54 ms
[2021-09-30 09:28:16 main:581] : INFO : Epoch 2025 | loss: 0.0311889 | val_loss: 0.0311846 | Time: 1736.69 ms
[2021-09-30 09:28:18 main:581] : INFO : Epoch 2026 | loss: 0.0311874 | val_loss: 0.0311836 | Time: 1731.82 ms
[2021-09-30 09:28:20 main:581] : INFO : Epoch 2027 | loss: 0.0311894 | val_loss: 0.0311837 | Time: 1751.33 ms
[2021-09-30 09:28:21 main:581] : INFO : Epoch 2028 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1749.04 ms
[2021-09-30 09:28:23 main:581] : INFO : Epoch 2029 | loss: 0.031185 | val_loss: 0.0311849 | Time: 1709.08 ms
[2021-09-30 09:28:25 main:581] : INFO : Epoch 2030 | loss: 0.031184 | val_loss: 0.0311865 | Time: 1749.92 ms
[2021-09-30 09:28:27 main:581] : INFO : Epoch 2031 | loss: 0.0311816 | val_loss: 0.0311791 | Time: 1737.58 ms
[2021-09-30 09:28:28 main:581] : INFO : Epoch 2032 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 1740.77 ms
[2021-09-30 09:28:30 main:581] : INFO : Epoch 2033 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1738.71 ms
[2021-09-30 09:28:32 main:581] : INFO : Epoch 2034 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 1728.23 ms
[2021-09-30 09:28:33 main:581] : INFO : Epoch 2035 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 1738.1 ms
[2021-09-30 09:28:35 main:581] : INFO : Epoch 2036 | loss: 0.0311815 | val_loss: 0.0311824 | Time: 1749.6 ms
[2021-09-30 09:28:37 main:581] : INFO : Epoch 2037 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 1724.92 ms
[2021-09-30 09:28:39 main:581] : INFO : Epoch 2038 | loss: 0.0311813 | val_loss: 0.0311782 | Time: 1716.83 ms
[2021-09-30 09:28:40 main:581] : INFO : Epoch 2039 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 1731.69 ms
[2021-09-30 09:28:42 main:581] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.0311785 | Time: 1725.99 ms
[2021-09-30 09:28:44 main:581] : INFO : Epoch 2041 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 1733.78 ms
[2021-09-30 09:28:46 main:581] : INFO : Epoch 2042 | loss: 0.0311802 | val_loss: 0.0311781 | Time: 1749.93 ms
[2021-09-30 09:28:47 main:581] : INFO : Epoch 2043 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 1744.32 ms
[2021-09-30 09:28:49 main:581] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 1738.69 ms
[2021-09-30 09:28:51 main:581] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.031178 | Time: 1755.55 ms
[2021-09-30 09:28:53 main:581] : INFO : Epoch 2046 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 1750.52 ms
[2021-09-30 09:28:54 main:581] : INFO : Epoch 2047 | loss: 0.0311801 | val_loss: 0.03118 | Time: 1735.25 ms
[2021-09-30 09:28:56 main:581] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 1740.94 ms
[2021-09-30 09:28:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311784
[2021-09-30 09:28:56 main:610] : INFO : Saving end state to config to file
[2021-09-30 09:28:56 main:615] : INFO : Success, exiting..
09:28:56 (1650920): 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)