Task 5177001
| Name | ParityModified-1619234077-16720-1_1 |
| Workunit | 3087599 |
| Created | 11 May 2021, 15:44:37 UTC |
| Sent | 11 May 2021, 18:19:16 UTC |
| Report deadline | 18 May 2021, 18:19:16 UTC |
| Received | 12 May 2021, 4:49:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 16 sec |
| CPU time | 57 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311761 | val_loss: 0.0311711 | Time: 1690.31 ms
[2021-05-12 07:34:37 main:574] : INFO : Epoch 1543 | loss: 0.0311739 | val_loss: 0.0311704 | Time: 1672.22 ms
[2021-05-12 07:34:39 main:574] : INFO : Epoch 1544 | loss: 0.0311689 | val_loss: 0.0311667 | Time: 1691.56 ms
[2021-05-12 07:34:41 main:574] : INFO : Epoch 1545 | loss: 0.0311722 | val_loss: 0.0311593 | Time: 1706.28 ms
[2021-05-12 07:34:43 main:574] : INFO : Epoch 1546 | loss: 0.031157 | val_loss: 0.0311617 | Time: 1716.07 ms
[2021-05-12 07:34:44 main:574] : INFO : Epoch 1547 | loss: 0.031157 | val_loss: 0.0311564 | Time: 1690.87 ms
[2021-05-12 07:34:46 main:574] : INFO : Epoch 1548 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 1694.31 ms
[2021-05-12 07:34:48 main:574] : INFO : Epoch 1549 | loss: 0.0311421 | val_loss: 0.0311555 | Time: 1672.07 ms
[2021-05-12 07:34:50 main:574] : INFO : Epoch 1550 | loss: 0.0311387 | val_loss: 0.0311622 | Time: 1702.34 ms
[2021-05-12 07:34:51 main:574] : INFO : Epoch 1551 | loss: 0.0311386 | val_loss: 0.0311611 | Time: 1707.79 ms
[2021-05-12 07:34:53 main:574] : INFO : Epoch 1552 | loss: 0.031135 | val_loss: 0.031154 | Time: 1711.06 ms
[2021-05-12 07:34:55 main:574] : INFO : Epoch 1553 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 1709.34 ms
[2021-05-12 07:34:57 main:574] : INFO : Epoch 1554 | loss: 0.0311318 | val_loss: 0.031152 | Time: 1699.81 ms
[2021-05-12 07:34:58 main:574] : INFO : Epoch 1555 | loss: 0.0311307 | val_loss: 0.0311594 | Time: 1678.11 ms
[2021-05-12 07:35:00 main:574] : INFO : Epoch 1556 | loss: 0.0311328 | val_loss: 0.0311585 | Time: 1695.11 ms
[2021-05-12 07:35:02 main:574] : INFO : Epoch 1557 | loss: 0.0311292 | val_loss: 0.0311553 | Time: 1716.15 ms
[2021-05-12 07:35:04 main:574] : INFO : Epoch 1558 | loss: 0.0311303 | val_loss: 0.0311634 | Time: 1697.36 ms
[2021-05-12 07:35:06 main:574] : INFO : Epoch 1559 | loss: 0.0311343 | val_loss: 0.031157 | Time: 1700.01 ms
[2021-05-12 07:35:07 main:574] : INFO : Epoch 1560 | loss: 0.0311363 | val_loss: 0.031163 | Time: 1670.43 ms
[2021-05-12 07:35:09 main:574] : INFO : Epoch 1561 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 1682.29 ms
[2021-05-12 07:35:11 main:574] : INFO : Epoch 1562 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 1702.82 ms
[2021-05-12 07:35:13 main:574] : INFO : Epoch 1563 | loss: 0.0311364 | val_loss: 0.0311564 | Time: 1729.81 ms
[2021-05-12 07:35:14 main:574] : INFO : Epoch 1564 | loss: 0.0311383 | val_loss: 0.0311587 | Time: 1701.4 ms
[2021-05-12 07:35:16 main:574] : INFO : Epoch 1565 | loss: 0.031127 | val_loss: 0.031163 | Time: 1704.49 ms
[2021-05-12 07:35:18 main:574] : INFO : Epoch 1566 | loss: 0.0311331 | val_loss: 0.0311537 | Time: 1660.58 ms
[2021-05-12 07:35:19 main:574] : INFO : Epoch 1567 | loss: 0.0311316 | val_loss: 0.0311563 | Time: 1680.94 ms
[2021-05-12 07:35:21 main:574] : INFO : Epoch 1568 | loss: 0.0311375 | val_loss: 0.0311554 | Time: 1735.41 ms
[2021-05-12 07:35:23 main:574] : INFO : Epoch 1569 | loss: 0.0311392 | val_loss: 0.0311567 | Time: 1696.57 ms
[2021-05-12 07:35:25 main:574] : INFO : Epoch 1570 | loss: 0.0311353 | val_loss: 0.031154 | Time: 1688.69 ms
[2021-05-12 07:35:26 main:574] : INFO : Epoch 1571 | loss: 0.0311333 | val_loss: 0.0311564 | Time: 1681.83 ms
[2021-05-12 07:35:28 main:574] : INFO : Epoch 1572 | loss: 0.0311318 | val_loss: 0.0311533 | Time: 1675.09 ms
[2021-05-12 07:35:30 main:574] : INFO : Epoch 1573 | loss: 0.03113 | val_loss: 0.0311573 | Time: 1717.08 ms
[2021-05-12 07:35:32 main:574] : INFO : Epoch 1574 | loss: 0.0311288 | val_loss: 0.0311532 | Time: 1693.54 ms
[2021-05-12 07:35:33 main:574] : INFO : Epoch 1575 | loss: 0.0311251 | val_loss: 0.0311539 | Time: 1703.16 ms
[2021-05-12 07:35:35 main:574] : INFO : Epoch 1576 | loss: 0.0311234 | val_loss: 0.0311541 | Time: 1694.7 ms
[2021-05-12 07:35:37 main:574] : INFO : Epoch 1577 | loss: 0.0311252 | val_loss: 0.0311535 | Time: 1698.18 ms
[2021-05-12 07:35:39 main:574] : INFO : Epoch 1578 | loss: 0.0311305 | val_loss: 0.0311535 | Time: 1662.24 ms
[2021-05-12 07:35:40 main:574] : INFO : Epoch 1579 | loss: 0.0311328 | val_loss: 0.0311506 | Time: 1689.02 ms
[2021-05-12 07:35:42 main:574] : INFO : Epoch 1580 | loss: 0.0311324 | val_loss: 0.0311566 | Time: 1692.45 ms
[2021-05-12 07:35:44 main:574] : INFO : Epoch 1581 | loss: 0.0311272 | val_loss: 0.0311516 | Time: 1681.06 ms
[2021-05-12 07:35:46 main:574] : INFO : Epoch 1582 | loss: 0.0311265 | val_loss: 0.0311535 | Time: 1687.69 ms
[2021-05-12 07:35:47 main:574] : INFO : Epoch 1583 | loss: 0.0311219 | val_loss: 0.0311571 | Time: 1690.84 ms
[2021-05-12 07:35:49 main:574] : INFO : Epoch 1584 | loss: 0.0311202 | val_loss: 0.0311589 | Time: 1682.08 ms
[2021-05-12 07:35:51 main:574] : INFO : Epoch 1585 | loss: 0.0311241 | val_loss: 0.0311641 | Time: 1690.16 ms
[2021-05-12 07:35:53 main:574] : INFO : Epoch 1586 | loss: 0.0311298 | val_loss: 0.0311702 | Time: 1708.33 ms
[2021-05-12 07:35:54 main:574] : INFO : Epoch 1587 | loss: 0.0311251 | val_loss: 0.0311577 | Time: 1731.65 ms
[2021-05-12 07:35:56 main:574] : INFO : Epoch 1588 | loss: 0.0311243 | val_loss: 0.0311542 | Time: 1709.6 ms
[2021-05-12 07:35:58 main:574] : INFO : Epoch 1589 | loss: 0.0311188 | val_loss: 0.031155 | Time: 1670.81 ms
[2021-05-12 07:36:00 main:574] : INFO : Epoch 1590 | loss: 0.0311219 | val_loss: 0.0311567 | Time: 1694.53 ms
[2021-05-12 07:36:02 main:574] : INFO : Epoch 1591 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 1706.08 ms
[2021-05-12 07:36:03 main:574] : INFO : Epoch 1592 | loss: 0.0311255 | val_loss: 0.0311536 | Time: 1704.49 ms
[2021-05-12 07:36:05 main:574] : INFO : Epoch 1593 | loss: 0.0311226 | val_loss: 0.0311546 | Time: 1719.52 ms
[2021-05-12 07:36:07 main:574] : INFO : Epoch 1594 | loss: 0.0311177 | val_loss: 0.031161 | Time: 1680.4 ms
[2021-05-12 07:36:09 main:574] : INFO : Epoch 1595 | loss: 0.0311216 | val_loss: 0.0311559 | Time: 1652.02 ms
[2021-05-12 07:36:10 main:574] : INFO : Epoch 1596 | loss: 0.0311233 | val_loss: 0.0311581 | Time: 1704.53 ms
[2021-05-12 07:36:12 main:574] : INFO : Epoch 1597 | loss: 0.0311237 | val_loss: 0.031156 | Time: 1690.63 ms
[2021-05-12 07:36:14 main:574] : INFO : Epoch 1598 | loss: 0.0311198 | val_loss: 0.0311496 | Time: 1710.62 ms
[2021-05-12 07:36:16 main:574] : INFO : Epoch 1599 | loss: 0.031117 | val_loss: 0.031154 | Time: 1697.06 ms
[2021-05-12 07:36:17 main:574] : INFO : Epoch 1600 | loss: 0.031117 | val_loss: 0.0311507 | Time: 1690.03 ms
[2021-05-12 07:36:19 main:574] : INFO : Epoch 1601 | loss: 0.0311177 | val_loss: 0.0311544 | Time: 1668.09 ms
[2021-05-12 07:36:21 main:574] : INFO : Epoch 1602 | loss: 0.0311173 | val_loss: 0.0311556 | Time: 1695.37 ms
[2021-05-12 07:36:22 main:574] : INFO : Epoch 1603 | loss: 0.0311195 | val_loss: 0.0311516 | Time: 1708.1 ms
[2021-05-12 07:36:24 main:574] : INFO : Epoch 1604 | loss: 0.0311171 | val_loss: 0.0311541 | Time: 1703.51 ms
[2021-05-12 07:36:26 main:574] : INFO : Epoch 1605 | loss: 0.0311216 | val_loss: 0.0311582 | Time: 1697.11 ms
[2021-05-12 07:36:28 main:574] : INFO : Epoch 1606 | loss: 0.031126 | val_loss: 0.0311523 | Time: 1677.33 ms
[2021-05-12 07:36:29 main:574] : INFO : Epoch 1607 | loss: 0.0311232 | val_loss: 0.0311482 | Time: 1702.34 ms
[2021-05-12 07:36:31 main:574] : INFO : Epoch 1608 | loss: 0.0311209 | val_loss: 0.0311566 | Time: 1738.94 ms
[2021-05-12 07:36:33 main:574] : INFO : Epoch 1609 | loss: 0.0311245 | val_loss: 0.0311624 | Time: 1722.79 ms
[2021-05-12 07:36:35 main:574] : INFO : Epoch 1610 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 1677.4 ms
[2021-05-12 07:36:37 main:574] : INFO : Epoch 1611 | loss: 0.0311689 | val_loss: 0.0311652 | Time: 1700.89 ms
[2021-05-12 07:36:38 main:574] : INFO : Epoch 1612 | loss: 0.0311607 | val_loss: 0.0311609 | Time: 1657.36 ms
[2021-05-12 07:36:40 main:574] : INFO : Epoch 1613 | loss: 0.0311607 | val_loss: 0.0311624 | Time: 1677.52 ms
[2021-05-12 07:36:42 main:574] : INFO : Epoch 1614 | loss: 0.0311579 | val_loss: 0.031159 | Time: 1687.1 ms
[2021-05-12 07:36:43 main:574] : INFO : Epoch 1615 | loss: 0.0311556 | val_loss: 0.0311594 | Time: 1695.77 ms
[2021-05-12 07:36:45 main:574] : INFO : Epoch 1616 | loss: 0.0311574 | val_loss: 0.0311599 | Time: 1713.99 ms
[2021-05-12 07:36:47 main:574] : INFO : Epoch 1617 | loss: 0.0311575 | val_loss: 0.031159 | Time: 1713.01 ms
[2021-05-12 07:36:49 main:574] : INFO : Epoch 1618 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 1668.97 ms
[2021-05-12 07:36:50 main:574] : INFO : Epoch 1619 | loss: 0.0311639 | val_loss: 0.0311629 | Time: 1678.3 ms
[2021-05-12 07:36:52 main:574] : INFO : Epoch 1620 | loss: 0.0311558 | val_loss: 0.0311585 | Time: 1689.81 ms
[2021-05-12 07:36:54 main:574] : INFO : Epoch 1621 | loss: 0.0311525 | val_loss: 0.0311516 | Time: 1702.62 ms
[2021-05-12 07:36:56 main:574] : INFO : Epoch 1622 | loss: 0.0311501 | val_loss: 0.0311531 | Time: 1691.4 ms
[2021-05-12 07:36:57 main:574] : INFO : Epoch 1623 | loss: 0.0311472 | val_loss: 0.0311531 | Time: 1682.51 ms
[2021-05-12 07:36:59 main:574] : INFO : Epoch 1624 | loss: 0.0311545 | val_loss: 0.0311573 | Time: 1662.3 ms
[2021-05-12 07:37:01 main:574] : INFO : Epoch 1625 | loss: 0.0311537 | val_loss: 0.031163 | Time: 1700.49 ms
[2021-05-12 07:37:03 main:574] : INFO : Epoch 1626 | loss: 0.0311507 | val_loss: 0.0311519 | Time: 1688.54 ms
[2021-05-12 07:37:04 main:574] : INFO : Epoch 1627 | loss: 0.031146 | val_loss: 0.0311508 | Time: 1722.77 ms
[2021-05-12 07:37:06 main:574] : INFO : Epoch 1628 | loss: 0.0311446 | val_loss: 0.0311509 | Time: 1722.26 ms
[2021-05-12 07:37:08 main:574] : INFO : Epoch 1629 | loss: 0.0311424 | val_loss: 0.0311484 | Time: 1667.02 ms
[2021-05-12 07:37:10 main:574] : INFO : Epoch 1630 | loss: 0.0311403 | val_loss: 0.03115 | Time: 1686.95 ms
[2021-05-12 07:37:11 main:574] : INFO : Epoch 1631 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 1691.4 ms
[2021-05-12 07:37:13 main:574] : INFO : Epoch 1632 | loss: 0.0311428 | val_loss: 0.0311498 | Time: 1712.27 ms
[2021-05-12 07:37:15 main:574] : INFO : Epoch 1633 | loss: 0.0311441 | val_loss: 0.0311501 | Time: 1697.27 ms
[2021-05-12 07:37:17 main:574] : INFO : Epoch 1634 | loss: 0.0311418 | val_loss: 0.0311502 | Time: 1693.86 ms
[2021-05-12 07:37:18 main:574] : INFO : Epoch 1635 | loss: 0.0311386 | val_loss: 0.0311497 | Time: 1662.44 ms
[2021-05-12 07:37:20 main:574] : INFO : Epoch 1636 | loss: 0.0311374 | val_loss: 0.0311544 | Time: 1719.95 ms
[2021-05-12 07:37:22 main:574] : INFO : Epoch 1637 | loss: 0.0311382 | val_loss: 0.0311479 | Time: 1688.78 ms
[2021-05-12 07:37:24 main:574] : INFO : Epoch 1638 | loss: 0.0311369 | val_loss: 0.0311489 | Time: 1724.2 ms
[2021-05-12 07:37:25 main:574] : INFO : Epoch 1639 | loss: 0.0311365 | val_loss: 0.0311467 | Time: 1695.4 ms
[2021-05-12 07:37:27 main:574] : INFO : Epoch 1640 | loss: 0.0311356 | val_loss: 0.0311459 | Time: 1695.03 ms
[2021-05-12 07:37:29 main:574] : INFO : Epoch 1641 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 1678 ms
[2021-05-12 07:37:31 main:574] : INFO : Epoch 1642 | loss: 0.0311435 | val_loss: 0.031145 | Time: 1684.56 ms
[2021-05-12 07:37:32 main:574] : INFO : Epoch 1643 | loss: 0.0311462 | val_loss: 0.0311471 | Time: 1699.82 ms
[2021-05-12 07:37:34 main:574] : INFO : Epoch 1644 | loss: 0.0311376 | val_loss: 0.0311489 | Time: 1699.08 ms
[2021-05-12 07:37:36 main:574] : INFO : Epoch 1645 | loss: 0.0311326 | val_loss: 0.0311512 | Time: 1693.88 ms
[2021-05-12 07:37:38 main:574] : INFO : Epoch 1646 | loss: 0.0311335 | val_loss: 0.0311464 | Time: 1679.23 ms
[2021-05-12 07:37:39 main:574] : INFO : Epoch 1647 | loss: 0.0311321 | val_loss: 0.0311491 | Time: 1672.86 ms
[2021-05-12 07:37:41 main:574] : INFO : Epoch 1648 | loss: 0.0311328 | val_loss: 0.0311493 | Time: 1685.6 ms
[2021-05-12 07:37:43 main:574] : INFO : Epoch 1649 | loss: 0.0311302 | val_loss: 0.0311486 | Time: 1681.18 ms
[2021-05-12 07:37:45 main:574] : INFO : Epoch 1650 | loss: 0.0311305 | val_loss: 0.0311489 | Time: 1707.44 ms
[2021-05-12 07:37:46 main:574] : INFO : Epoch 1651 | loss: 0.0311314 | val_loss: 0.0311479 | Time: 1697.54 ms
[2021-05-12 07:37:48 main:574] : INFO : Epoch 1652 | loss: 0.0311344 | val_loss: 0.031148 | Time: 1669.66 ms
[2021-05-12 07:37:50 main:574] : INFO : Epoch 1653 | loss: 0.0311368 | val_loss: 0.0311471 | Time: 1687.81 ms
[2021-05-12 07:37:52 main:574] : INFO : Epoch 1654 | loss: 0.0311359 | val_loss: 0.0311493 | Time: 1694.29 ms
[2021-05-12 07:37:53 main:574] : INFO : Epoch 1655 | loss: 0.031135 | val_loss: 0.0311646 | Time: 1690.27 ms
[2021-05-12 07:37:55 main:574] : INFO : Epoch 1656 | loss: 0.0311387 | val_loss: 0.0311526 | Time: 1692.61 ms
[2021-05-12 07:37:57 main:574] : INFO : Epoch 1657 | loss: 0.0311426 | val_loss: 0.0311649 | Time: 1708.74 ms
[2021-05-12 07:37:59 main:574] : INFO : Epoch 1658 | loss: 0.0311369 | val_loss: 0.0311493 | Time: 1680.92 ms
[2021-05-12 07:38:00 main:574] : INFO : Epoch 1659 | loss: 0.0311316 | val_loss: 0.0311492 | Time: 1690.13 ms
[2021-05-12 07:38:02 main:574] : INFO : Epoch 1660 | loss: 0.0311308 | val_loss: 0.0311518 | Time: 1695.23 ms
[2021-05-12 07:38:04 main:574] : INFO : Epoch 1661 | loss: 0.0311311 | val_loss: 0.0311485 | Time: 1712.9 ms
[2021-05-12 07:38:06 main:574] : INFO : Epoch 1662 | loss: 0.0311297 | val_loss: 0.0311509 | Time: 1710.94 ms
[2021-05-12 07:38:07 main:574] : INFO : Epoch 1663 | loss: 0.0311291 | val_loss: 0.0311478 | Time: 1681.39 ms
[2021-05-12 07:38:09 main:574] : INFO : Epoch 1664 | loss: 0.0311288 | val_loss: 0.0311479 | Time: 1677.96 ms
[2021-05-12 07:38:11 main:574] : INFO : Epoch 1665 | loss: 0.0311287 | val_loss: 0.0311478 | Time: 1682.12 ms
[2021-05-12 07:38:13 main:574] : INFO : Epoch 1666 | loss: 0.031131 | val_loss: 0.0311487 | Time: 1677.65 ms
[2021-05-12 07:38:14 main:574] : INFO : Epoch 1667 | loss: 0.0311311 | val_loss: 0.0311586 | Time: 1682.53 ms
[2021-05-12 07:38:16 main:574] : INFO : Epoch 1668 | loss: 0.031136 | val_loss: 0.0311581 | Time: 1687.96 ms
[2021-05-12 07:38:18 main:574] : INFO : Epoch 1669 | loss: 0.0311361 | val_loss: 0.0311484 | Time: 1682.82 ms
[2021-05-12 07:38:19 main:574] : INFO : Epoch 1670 | loss: 0.0311338 | val_loss: 0.031147 | Time: 1680.72 ms
[2021-05-12 07:38:21 main:574] : INFO : Epoch 1671 | loss: 0.0311304 | val_loss: 0.031148 | Time: 1696.22 ms
[2021-05-12 07:38:23 main:574] : INFO : Epoch 1672 | loss: 0.0311328 | val_loss: 0.0311568 | Time: 1687.34 ms
[2021-05-12 07:38:25 main:574] : INFO : Epoch 1673 | loss: 0.0311356 | val_loss: 0.0311472 | Time: 1700.6 ms
[2021-05-12 07:38:26 main:574] : INFO : Epoch 1674 | loss: 0.0311306 | val_loss: 0.0311502 | Time: 1711.74 ms
[2021-05-12 07:38:28 main:574] : INFO : Epoch 1675 | loss: 0.0311301 | val_loss: 0.031147 | Time: 1678.72 ms
[2021-05-12 07:38:30 main:574] : INFO : Epoch 1676 | loss: 0.0311332 | val_loss: 0.0311522 | Time: 1704.69 ms
[2021-05-12 07:38:32 main:574] : INFO : Epoch 1677 | loss: 0.0311321 | val_loss: 0.0311497 | Time: 1685.91 ms
[2021-05-12 07:38:33 main:574] : INFO : Epoch 1678 | loss: 0.0311326 | val_loss: 0.0311474 | Time: 1711.8 ms
[2021-05-12 07:38:35 main:574] : INFO : Epoch 1679 | loss: 0.0311306 | val_loss: 0.0311478 | Time: 1691.79 ms
[2021-05-12 07:38:37 main:574] : INFO : Epoch 1680 | loss: 0.0311296 | val_loss: 0.0311482 | Time: 1719.76 ms
[2021-05-12 07:38:39 main:574] : INFO : Epoch 1681 | loss: 0.0311432 | val_loss: 0.031155 | Time: 1660.42 ms
[2021-05-12 07:38:40 main:574] : INFO : Epoch 1682 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 1718.75 ms
[2021-05-12 07:38:42 main:574] : INFO : Epoch 1683 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 1690.53 ms
[2021-05-12 07:38:44 main:574] : INFO : Epoch 1684 | loss: 0.0311489 | val_loss: 0.0311514 | Time: 1691.31 ms
[2021-05-12 07:38:46 main:574] : INFO : Epoch 1685 | loss: 0.0311406 | val_loss: 0.0311494 | Time: 1697.54 ms
[2021-05-12 07:38:47 main:574] : INFO : Epoch 1686 | loss: 0.0311389 | val_loss: 0.0311528 | Time: 1696.12 ms
[2021-05-12 07:38:49 main:574] : INFO : Epoch 1687 | loss: 0.031136 | val_loss: 0.0311509 | Time: 1668.82 ms
[2021-05-12 07:38:51 main:574] : INFO : Epoch 1688 | loss: 0.0311348 | val_loss: 0.0311513 | Time: 1712.48 ms
[2021-05-12 07:38:53 main:574] : INFO : Epoch 1689 | loss: 0.0311333 | val_loss: 0.0311475 | Time: 1711.75 ms
[2021-05-12 07:38:54 main:574] : INFO : Epoch 1690 | loss: 0.0311322 | val_loss: 0.0311478 | Time: 1697.77 ms
[2021-05-12 07:38:56 main:574] : INFO : Epoch 1691 | loss: 0.0311323 | val_loss: 0.0311508 | Time: 1678.94 ms
[2021-05-12 07:38:58 main:574] : INFO : Epoch 1692 | loss: 0.0311352 | val_loss: 0.0311493 | Time: 1672.2 ms
[2021-05-12 07:39:00 main:574] : INFO : Epoch 1693 | loss: 0.0311281 | val_loss: 0.0311489 | Time: 1703.4 ms
[2021-05-12 07:39:01 main:574] : INFO : Epoch 1694 | loss: 0.0311298 | val_loss: 0.0311442 | Time: 1700.96 ms
[2021-05-12 07:39:03 main:574] : INFO : Epoch 1695 | loss: 0.0311269 | val_loss: 0.0311445 | Time: 1704.73 ms
[2021-05-12 07:39:05 main:574] : INFO : Epoch 1696 | loss: 0.0311282 | val_loss: 0.0311459 | Time: 1731.52 ms
[2021-05-12 07:39:07 main:574] : INFO : Epoch 1697 | loss: 0.0311314 | val_loss: 0.0311446 | Time: 1689.6 ms
[2021-05-12 07:39:08 main:574] : INFO : Epoch 1698 | loss: 0.0311282 | val_loss: 0.0311432 | Time: 1663.21 ms
[2021-05-12 07:39:10 main:574] : INFO : Epoch 1699 | loss: 0.0311266 | val_loss: 0.0311449 | Time: 1702.54 ms
[2021-05-12 07:39:12 main:574] : INFO : Epoch 1700 | loss: 0.0311255 | val_loss: 0.0311422 | Time: 1728.32 ms
[2021-05-12 07:39:14 main:574] : INFO : Epoch 1701 | loss: 0.0311275 | val_loss: 0.0311445 | Time: 1704.45 ms
[2021-05-12 07:39:15 main:574] : INFO : Epoch 1702 | loss: 0.0311287 | val_loss: 0.0311448 | Time: 1692.12 ms
[2021-05-12 07:39:17 main:574] : INFO : Epoch 1703 | loss: 0.0311248 | val_loss: 0.0311464 | Time: 1683.57 ms
[2021-05-12 07:39:19 main:574] : INFO : Epoch 1704 | loss: 0.0311279 | val_loss: 0.0311485 | Time: 1673.85 ms
[2021-05-12 07:39:21 main:574] : INFO : Epoch 1705 | loss: 0.0311285 | val_loss: 0.0311481 | Time: 1678.21 ms
[2021-05-12 07:39:22 main:574] : INFO : Epoch 1706 | loss: 0.0311304 | val_loss: 0.0311501 | Time: 1714.85 ms
[2021-05-12 07:39:24 main:574] : INFO : Epoch 1707 | loss: 0.0311289 | val_loss: 0.0311464 | Time: 1672.03 ms
[2021-05-12 07:39:26 main:574] : INFO : Epoch 1708 | loss: 0.0311277 | val_loss: 0.0311491 | Time: 1691.67 ms
[2021-05-12 07:39:28 main:574] : INFO : Epoch 1709 | loss: 0.0311264 | val_loss: 0.0311482 | Time: 1685 ms
[2021-05-12 07:39:29 main:574] : INFO : Epoch 1710 | loss: 0.0311271 | val_loss: 0.0311437 | Time: 1693.28 ms
[2021-05-12 07:39:31 main:574] : INFO : Epoch 1711 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 1710.14 ms
[2021-05-12 07:39:33 main:574] : INFO : Epoch 1712 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 1674.71 ms
[2021-05-12 07:39:35 main:574] : INFO : Epoch 1713 | loss: 0.0311309 | val_loss: 0.0311481 | Time: 1699.53 ms
[2021-05-12 07:39:36 main:574] : INFO : Epoch 1714 | loss: 0.031128 | val_loss: 0.031148 | Time: 1736.3 ms
[2021-05-12 07:39:38 main:574] : INFO : Epoch 1715 | loss: 0.0311279 | val_loss: 0.031147 | Time: 1671.71 ms
[2021-05-12 07:39:40 main:574] : INFO : Epoch 1716 | loss: 0.0311274 | val_loss: 0.0311449 | Time: 1678.33 ms
[2021-05-12 07:39:42 main:574] : INFO : Epoch 1717 | loss: 0.0311278 | val_loss: 0.0311597 | Time: 1724.16 ms
[2021-05-12 07:39:43 main:574] : INFO : Epoch 1718 | loss: 0.0311333 | val_loss: 0.0311455 | Time: 1715.89 ms
[2021-05-12 07:39:45 main:574] : INFO : Epoch 1719 | loss: 0.0311293 | val_loss: 0.0311465 | Time: 1692.47 ms
[2021-05-12 07:39:47 main:574] : INFO : Epoch 1720 | loss: 0.0311266 | val_loss: 0.0311446 | Time: 1708.74 ms
[2021-05-12 07:39:49 main:574] : INFO : Epoch 1721 | loss: 0.0311291 | val_loss: 0.031147 | Time: 1663.63 ms
[2021-05-12 07:39:50 main:574] : INFO : Epoch 1722 | loss: 0.0311356 | val_loss: 0.0311485 | Time: 1712.26 ms
[2021-05-12 07:39:52 main:574] : INFO : Epoch 1723 | loss: 0.0311257 | val_loss: 0.0311511 | Time: 1697.87 ms
[2021-05-12 07:39:54 main:574] : INFO : Epoch 1724 | loss: 0.0311255 | val_loss: 0.0311507 | Time: 1697.86 ms
[2021-05-12 07:39:56 main:574] : INFO : Epoch 1725 | loss: 0.0311278 | val_loss: 0.031146 | Time: 1684.88 ms
[2021-05-12 07:39:57 main:574] : INFO : Epoch 1726 | loss: 0.0311277 | val_loss: 0.0311481 | Time: 1696.18 ms
[2021-05-12 07:39:59 main:574] : INFO : Epoch 1727 | loss: 0.0311285 | val_loss: 0.0311468 | Time: 1683.78 ms
[2021-05-12 07:40:01 main:574] : INFO : Epoch 1728 | loss: 0.0311269 | val_loss: 0.031149 | Time: 1716.21 ms
[2021-05-12 07:40:03 main:574] : INFO : Epoch 1729 | loss: 0.0311302 | val_loss: 0.0311479 | Time: 1714.65 ms
[2021-05-12 07:40:04 main:574] : INFO : Epoch 1730 | loss: 0.0311313 | val_loss: 0.0311493 | Time: 1723.59 ms
[2021-05-12 07:40:06 main:574] : INFO : Epoch 1731 | loss: 0.0311263 | val_loss: 0.0311456 | Time: 1700.59 ms
[2021-05-12 07:40:08 main:574] : INFO : Epoch 1732 | loss: 0.0311259 | val_loss: 0.0311472 | Time: 1677.92 ms
[2021-05-12 07:40:10 main:574] : INFO : Epoch 1733 | loss: 0.0311237 | val_loss: 0.0311429 | Time: 1698.85 ms
[2021-05-12 07:40:11 main:574] : INFO : Epoch 1734 | loss: 0.0311234 | val_loss: 0.0311449 | Time: 1703.27 ms
[2021-05-12 07:40:13 main:574] : INFO : Epoch 1735 | loss: 0.0311242 | val_loss: 0.0311433 | Time: 1711.33 ms
[2021-05-12 07:40:15 main:574] : INFO : Epoch 1736 | loss: 0.0311219 | val_loss: 0.0311405 | Time: 1702.19 ms
[2021-05-12 07:40:17 main:574] : INFO : Epoch 1737 | loss: 0.0311235 | val_loss: 0.0311484 | Time: 1712.26 ms
[2021-05-12 07:40:18 main:574] : INFO : Epoch 1738 | loss: 0.0311256 | val_loss: 0.0311436 | Time: 1659.22 ms
[2021-05-12 07:40:20 main:574] : INFO : Epoch 1739 | loss: 0.0311228 | val_loss: 0.0311444 | Time: 1673.81 ms
[2021-05-12 07:40:22 main:574] : INFO : Epoch 1740 | loss: 0.0311253 | val_loss: 0.0311429 | Time: 1699.47 ms
[2021-05-12 07:40:24 main:574] : INFO : Epoch 1741 | loss: 0.0311209 | val_loss: 0.0311479 | Time: 1713.4 ms
[2021-05-12 07:40:25 main:574] : INFO : Epoch 1742 | loss: 0.0311226 | val_loss: 0.0311486 | Time: 1682.8 ms
[2021-05-12 07:40:27 main:574] : INFO : Epoch 1743 | loss: 0.0311257 | val_loss: 0.0311597 | Time: 1696.1 ms
[2021-05-12 07:40:29 main:574] : INFO : Epoch 1744 | loss: 0.0311256 | val_loss: 0.0311446 | Time: 1658.1 ms
[2021-05-12 07:40:31 main:574] : INFO : Epoch 1745 | loss: 0.0311211 | val_loss: 0.0311491 | Time: 1697.16 ms
[2021-05-12 07:40:32 main:574] : INFO : Epoch 1746 | loss: 0.0311249 | val_loss: 0.0311451 | Time: 1699.91 ms
[2021-05-12 07:40:34 main:574] : INFO : Epoch 1747 | loss: 0.0311259 | val_loss: 0.0311429 | Time: 1727.12 ms
[2021-05-12 07:40:36 main:574] : INFO : Epoch 1748 | loss: 0.0311264 | val_loss: 0.0311477 | Time: 1709.43 ms
[2021-05-12 07:40:38 main:574] : INFO : Epoch 1749 | loss: 0.0311252 | val_loss: 0.0311401 | Time: 1693.47 ms
[2021-05-12 07:40:39 main:574] : INFO : Epoch 1750 | loss: 0.0311234 | val_loss: 0.0311423 | Time: 1667 ms
[2021-05-12 07:40:41 main:574] : INFO : Epoch 1751 | loss: 0.0311227 | val_loss: 0.0311455 | Time: 1699.43 ms
[2021-05-12 07:40:43 main:574] : INFO : Epoch 1752 | loss: 0.0311257 | val_loss: 0.0311429 | Time: 1707.94 ms
[2021-05-12 07:40:45 main:574] : INFO : Epoch 1753 | loss: 0.0311205 | val_loss: 0.0311428 | Time: 1710.42 ms
[2021-05-12 07:40:46 main:574] : INFO : Epoch 1754 | loss: 0.0311193 | val_loss: 0.0311433 | Time: 1689.5 ms
[2021-05-12 07:40:48 main:574] : INFO : Epoch 1755 | loss: 0.0311214 | val_loss: 0.0311494 | Time: 1664.77 ms
[2021-05-12 07:40:50 main:574] : INFO : Epoch 1756 | loss: 0.0311229 | val_loss: 0.031143 | Time: 1689.67 ms
[2021-05-12 07:40:52 main:574] : INFO : Epoch 1757 | loss: 0.0311275 | val_loss: 0.0311467 | Time: 1704.88 ms
[2021-05-12 07:40:53 main:574] : INFO : Epoch 1758 | loss: 0.0311246 | val_loss: 0.0311453 | Time: 1734.83 ms
[2021-05-12 07:40:55 main:574] : INFO : Epoch 1759 | loss: 0.0311222 | val_loss: 0.0311501 | Time: 1695.41 ms
[2021-05-12 07:40:57 main:574] : INFO : Epoch 1760 | loss: 0.0311215 | val_loss: 0.0311471 | Time: 1691.6 ms
[2021-05-12 07:40:59 main:574] : INFO : Epoch 1761 | loss: 0.0311203 | val_loss: 0.0311468 | Time: 1653.36 ms
[2021-05-12 07:41:00 main:574] : INFO : Epoch 1762 | loss: 0.0311219 | val_loss: 0.0311465 | Time: 1699.8 ms
[2021-05-12 07:41:02 main:574] : INFO : Epoch 1763 | loss: 0.0311229 | val_loss: 0.0311451 | Time: 1711.47 ms
[2021-05-12 07:41:04 main:574] : INFO : Epoch 1764 | loss: 0.0311221 | val_loss: 0.0311447 | Time: 1674.14 ms
[2021-05-12 07:41:06 main:574] : INFO : Epoch 1765 | loss: 0.0311187 | val_loss: 0.0311453 | Time: 1702.11 ms
[2021-05-12 07:41:07 main:574] : INFO : Epoch 1766 | loss: 0.0311179 | val_loss: 0.031146 | Time: 1689.58 ms
[2021-05-12 07:41:09 main:574] : INFO : Epoch 1767 | loss: 0.0311207 | val_loss: 0.0311511 | Time: 1671.16 ms
[2021-05-12 07:41:11 main:574] : INFO : Epoch 1768 | loss: 0.0311181 | val_loss: 0.0311505 | Time: 1716.83 ms
[2021-05-12 07:41:13 main:574] : INFO : Epoch 1769 | loss: 0.0311219 | val_loss: 0.0311474 | Time: 1700.6 ms
[2021-05-12 07:41:14 main:574] : INFO : Epoch 1770 | loss: 0.0311194 | val_loss: 0.0311469 | Time: 1687.91 ms
[2021-05-12 07:41:16 main:574] : INFO : Epoch 1771 | loss: 0.0311189 | val_loss: 0.0311482 | Time: 1712.09 ms
[2021-05-12 07:41:18 main:574] : INFO : Epoch 1772 | loss: 0.0311189 | val_loss: 0.0311494 | Time: 1670.83 ms
[2021-05-12 07:41:19 main:574] : INFO : Epoch 1773 | loss: 0.0311272 | val_loss: 0.0311466 | Time: 1657.07 ms
[2021-05-12 07:41:21 main:574] : INFO : Epoch 1774 | loss: 0.0311252 | val_loss: 0.0311418 | Time: 1693.07 ms
[2021-05-12 07:41:23 main:574] : INFO : Epoch 1775 | loss: 0.0311256 | val_loss: 0.0311478 | Time: 1705.15 ms
[2021-05-12 07:41:25 main:574] : INFO : Epoch 1776 | loss: 0.031124 | val_loss: 0.0311439 | Time: 1716.68 ms
[2021-05-12 07:41:26 main:574] : INFO : Epoch 1777 | loss: 0.0311203 | val_loss: 0.0311423 | Time: 1683.28 ms
[2021-05-12 07:41:28 main:574] : INFO : Epoch 1778 | loss: 0.0311201 | val_loss: 0.0311515 | Time: 1660.07 ms
[2021-05-12 07:41:30 main:574] : INFO : Epoch 1779 | loss: 0.0311234 | val_loss: 0.0311485 | Time: 1677.47 ms
[2021-05-12 07:41:32 main:574] : INFO : Epoch 1780 | loss: 0.031126 | val_loss: 0.0311543 | Time: 1699.57 ms
[2021-05-12 07:41:33 main:574] : INFO : Epoch 1781 | loss: 0.0311234 | val_loss: 0.0311511 | Time: 1719.17 ms
[2021-05-12 07:41:35 main:574] : INFO : Epoch 1782 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 1718.37 ms
[2021-05-12 07:41:37 main:574] : INFO : Epoch 1783 | loss: 0.03112 | val_loss: 0.0311499 | Time: 1691.96 ms
[2021-05-12 07:41:39 main:574] : INFO : Epoch 1784 | loss: 0.0311212 | val_loss: 0.0311451 | Time: 1679.18 ms
[2021-05-12 07:41:40 main:574] : INFO : Epoch 1785 | loss: 0.0311259 | val_loss: 0.031146 | Time: 1696.72 ms
[2021-05-12 07:41:42 main:574] : INFO : Epoch 1786 | loss: 0.0311177 | val_loss: 0.0311526 | Time: 1698.87 ms
[2021-05-12 07:41:44 main:574] : INFO : Epoch 1787 | loss: 0.0311198 | val_loss: 0.0311504 | Time: 1690.85 ms
[2021-05-12 07:41:46 main:574] : INFO : Epoch 1788 | loss: 0.0311173 | val_loss: 0.031148 | Time: 1692.77 ms
[2021-05-12 07:41:47 main:574] : INFO : Epoch 1789 | loss: 0.0311212 | val_loss: 0.0311464 | Time: 1728.29 ms
[2021-05-12 07:41:49 main:574] : INFO : Epoch 1790 | loss: 0.0311151 | val_loss: 0.0311488 | Time: 1662 ms
[2021-05-12 07:41:51 main:574] : INFO : Epoch 1791 | loss: 0.0311142 | val_loss: 0.0311458 | Time: 1681.36 ms
[2021-05-12 07:41:53 main:574] : INFO : Epoch 1792 | loss: 0.0311168 | val_loss: 0.0311486 | Time: 1734.11 ms
[2021-05-12 07:41:54 main:574] : INFO : Epoch 1793 | loss: 0.0311174 | val_loss: 0.0311473 | Time: 1703.88 ms
[2021-05-12 07:41:56 main:574] : INFO : Epoch 1794 | loss: 0.0311161 | val_loss: 0.0311424 | Time: 1693.52 ms
[2021-05-12 07:41:58 main:574] : INFO : Epoch 1795 | loss: 0.0311166 | val_loss: 0.0311453 | Time: 1687.99 ms
[2021-05-12 07:42:00 main:574] : INFO : Epoch 1796 | loss: 0.0311177 | val_loss: 0.0311475 | Time: 1692.2 ms
[2021-05-12 07:42:01 main:574] : INFO : Epoch 1797 | loss: 0.0311164 | val_loss: 0.0311469 | Time: 1686.75 ms
[2021-05-12 07:42:03 main:574] : INFO : Epoch 1798 | loss: 0.0311216 | val_loss: 0.0311498 | Time: 1709.79 ms
[2021-05-12 07:42:05 main:574] : INFO : Epoch 1799 | loss: 0.0311195 | val_loss: 0.031148 | Time: 1704.39 ms
[2021-05-12 07:42:07 main:574] : INFO : Epoch 1800 | loss: 0.0311169 | val_loss: 0.0311492 | Time: 1675.97 ms
[2021-05-12 07:42:08 main:574] : INFO : Epoch 1801 | loss: 0.0311169 | val_loss: 0.0311475 | Time: 1666.89 ms
[2021-05-12 07:42:10 main:574] : INFO : Epoch 1802 | loss: 0.0311179 | val_loss: 0.0311523 | Time: 1682.73 ms
[2021-05-12 07:42:12 main:574] : INFO : Epoch 1803 | loss: 0.0311151 | val_loss: 0.0311485 | Time: 1724.14 ms
[2021-05-12 07:42:14 main:574] : INFO : Epoch 1804 | loss: 0.0311155 | val_loss: 0.0311494 | Time: 1703.49 ms
[2021-05-12 07:42:15 main:574] : INFO : Epoch 1805 | loss: 0.0311195 | val_loss: 0.0311517 | Time: 1702.2 ms
[2021-05-12 07:42:17 main:574] : INFO : Epoch 1806 | loss: 0.0311189 | val_loss: 0.0311461 | Time: 1707.78 ms
[2021-05-12 07:42:19 main:574] : INFO : Epoch 1807 | loss: 0.0311166 | val_loss: 0.0311499 | Time: 1665.82 ms
[2021-05-12 07:42:21 main:574] : INFO : Epoch 1808 | loss: 0.0311158 | val_loss: 0.0311487 | Time: 1675.43 ms
[2021-05-12 07:42:22 main:574] : INFO : Epoch 1809 | loss: 0.0311198 | val_loss: 0.0311451 | Time: 1711.92 ms
[2021-05-12 07:42:24 main:574] : INFO : Epoch 1810 | loss: 0.0311201 | val_loss: 0.0311523 | Time: 1698.67 ms
[2021-05-12 07:42:26 main:574] : INFO : Epoch 1811 | loss: 0.0311206 | val_loss: 0.0311461 | Time: 1706.63 ms
[2021-05-12 07:42:28 main:574] : INFO : Epoch 1812 | loss: 0.0311268 | val_loss: 0.031148 | Time: 1695.39 ms
[2021-05-12 07:42:29 main:574] : INFO : Epoch 1813 | loss: 0.031131 | val_loss: 0.031148 | Time: 1663.67 ms
[2021-05-12 07:42:31 main:574] : INFO : Epoch 1814 | loss: 0.0311293 | val_loss: 0.0311499 | Time: 1673.87 ms
[2021-05-12 07:42:33 main:574] : INFO : Epoch 1815 | loss: 0.0311273 | val_loss: 0.0311464 | Time: 1694.97 ms
[2021-05-12 07:42:34 main:574] : INFO : Epoch 1816 | loss: 0.0311304 | val_loss: 0.0311521 | Time: 1700.4 ms
[2021-05-12 07:42:36 main:574] : INFO : Epoch 1817 | loss: 0.0311283 | val_loss: 0.0311531 | Time: 1709.39 ms
[2021-05-12 07:42:38 main:574] : INFO : Epoch 1818 | loss: 0.0311303 | val_loss: 0.0311531 | Time: 1682.85 ms
[2021-05-12 07:42:40 main:574] : INFO : Epoch 1819 | loss: 0.0311315 | val_loss: 0.0311466 | Time: 1690.29 ms
[2021-05-12 07:42:41 main:574] : INFO : Epoch 1820 | loss: 0.0311292 | val_loss: 0.0311477 | Time: 1717.4 ms
[2021-05-12 07:42:43 main:574] : INFO : Epoch 1821 | loss: 0.0311262 | val_loss: 0.0311488 | Time: 1718.46 ms
[2021-05-12 07:42:45 main:574] : INFO : Epoch 1822 | loss: 0.0311242 | val_loss: 0.0311508 | Time: 1685.65 ms
[2021-05-12 07:42:47 main:574] : INFO : Epoch 1823 | loss: 0.0311252 | val_loss: 0.0311488 | Time: 1698.36 ms
[2021-05-12 07:42:48 main:574] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311505 | Time: 1678.94 ms
[2021-05-12 07:42:50 main:574] : INFO : Epoch 1825 | loss: 0.0311239 | val_loss: 0.0311588 | Time: 1705.98 ms
[2021-05-12 07:42:52 main:574] : INFO : Epoch 1826 | loss: 0.0311283 | val_loss: 0.0311519 | Time: 1701.26 ms
[2021-05-12 07:42:54 main:574] : INFO : Epoch 1827 | loss: 0.0311239 | val_loss: 0.0311547 | Time: 1703.37 ms
[2021-05-12 07:42:55 main:574] : INFO : Epoch 1828 | loss: 0.0311246 | val_loss: 0.0311562 | Time: 1700.88 ms
[2021-05-12 07:42:57 main:574] : INFO : Epoch 1829 | loss: 0.0311214 | val_loss: 0.0311459 | Time: 1691.04 ms
[2021-05-12 07:42:59 main:574] : INFO : Epoch 1830 | loss: 0.0311187 | val_loss: 0.0311467 | Time: 1668.64 ms
[2021-05-12 07:43:01 main:574] : INFO : Epoch 1831 | loss: 0.0311183 | val_loss: 0.0311486 | Time: 1685.48 ms
[2021-05-12 07:43:02 main:574] : INFO : Epoch 1832 | loss: 0.0311187 | val_loss: 0.0311584 | Time: 1708.75 ms
[2021-05-12 07:43:04 main:574] : INFO : Epoch 1833 | loss: 0.0311216 | val_loss: 0.0311594 | Time: 1696.88 ms
[2021-05-12 07:43:06 main:574] : INFO : Epoch 1834 | loss: 0.0311186 | val_loss: 0.0311444 | Time: 1697.94 ms
[2021-05-12 07:43:08 main:574] : INFO : Epoch 1835 | loss: 0.0311195 | val_loss: 0.0311486 | Time: 1672.57 ms
[2021-05-12 07:43:09 main:574] : INFO : Epoch 1836 | loss: 0.0311206 | val_loss: 0.031146 | Time: 1679.13 ms
[2021-05-12 07:43:11 main:574] : INFO : Epoch 1837 | loss: 0.0311206 | val_loss: 0.0311465 | Time: 1697.21 ms
[2021-05-12 07:43:13 main:574] : INFO : Epoch 1838 | loss: 0.0311177 | val_loss: 0.0311465 | Time: 1721.95 ms
[2021-05-12 07:43:15 main:574] : INFO : Epoch 1839 | loss: 0.0311167 | val_loss: 0.0311452 | Time: 1697.6 ms
[2021-05-12 07:43:16 main:574] : INFO : Epoch 1840 | loss: 0.0311182 | val_loss: 0.0311509 | Time: 1695.07 ms
[2021-05-12 07:43:18 main:574] : INFO : Epoch 1841 | loss: 0.0311173 | val_loss: 0.0311468 | Time: 1692.03 ms
[2021-05-12 07:43:20 main:574] : INFO : Epoch 1842 | loss: 0.0311161 | val_loss: 0.0311543 | Time: 1703.34 ms
[2021-05-12 07:43:22 main:574] : INFO : Epoch 1843 | loss: 0.0311183 | val_loss: 0.0311466 | Time: 1728 ms
[2021-05-12 07:43:23 main:574] : INFO : Epoch 1844 | loss: 0.0311157 | val_loss: 0.0311448 | Time: 1690.43 ms
[2021-05-12 07:43:25 main:574] : INFO : Epoch 1845 | loss: 0.0311173 | val_loss: 0.031144 | Time: 1691.65 ms
[2021-05-12 07:43:27 main:574] : INFO : Epoch 1846 | loss: 0.0311177 | val_loss: 0.0311482 | Time: 1693.87 ms
[2021-05-12 07:43:29 main:574] : INFO : Epoch 1847 | loss: 0.0311178 | val_loss: 0.0311461 | Time: 1656.43 ms
[2021-05-12 07:43:30 main:574] : INFO : Epoch 1848 | loss: 0.0311224 | val_loss: 0.0311471 | Time: 1677.01 ms
[2021-05-12 07:43:32 main:574] : INFO : Epoch 1849 | loss: 0.0311185 | val_loss: 0.0311461 | Time: 1703.35 ms
[2021-05-12 07:43:34 main:574] : INFO : Epoch 1850 | loss: 0.0311171 | val_loss: 0.0311487 | Time: 1706.73 ms
[2021-05-12 07:43:36 main:574] : INFO : Epoch 1851 | loss: 0.0311156 | val_loss: 0.0311478 | Time: 1710.36 ms
[2021-05-12 07:43:37 main:574] : INFO : Epoch 1852 | loss: 0.0311149 | val_loss: 0.0311494 | Time: 1711.77 ms
[2021-05-12 07:43:39 main:574] : INFO : Epoch 1853 | loss: 0.0311183 | val_loss: 0.0311479 | Time: 1671.22 ms
[2021-05-12 07:43:41 main:574] : INFO : Epoch 1854 | loss: 0.0311201 | val_loss: 0.0311471 | Time: 1691.66 ms
[2021-05-12 07:43:43 main:574] : INFO : Epoch 1855 | loss: 0.0311192 | val_loss: 0.0311461 | Time: 1687 ms
[2021-05-12 07:43:44 main:574] : INFO : Epoch 1856 | loss: 0.031117 | val_loss: 0.0311459 | Time: 1695.3 ms
[2021-05-12 07:43:46 main:574] : INFO : Epoch 1857 | loss: 0.0311222 | val_loss: 0.0311481 | Time: 1689.63 ms
[2021-05-12 07:43:48 main:574] : INFO : Epoch 1858 | loss: 0.0311181 | val_loss: 0.0311482 | Time: 1679.39 ms
[2021-05-12 07:43:49 main:574] : INFO : Epoch 1859 | loss: 0.0311197 | val_loss: 0.0311566 | Time: 1687.81 ms
[2021-05-12 07:43:51 main:574] : INFO : Epoch 1860 | loss: 0.0311129 | val_loss: 0.0311461 | Time: 1701.96 ms
[2021-05-12 07:43:53 main:574] : INFO : Epoch 1861 | loss: 0.0311104 | val_loss: 0.0311494 | Time: 1729.06 ms
[2021-05-12 07:43:55 main:574] : INFO : Epoch 1862 | loss: 0.031111 | val_loss: 0.0311536 | Time: 1717.44 ms
[2021-05-12 07:43:56 main:574] : INFO : Epoch 1863 | loss: 0.0311103 | val_loss: 0.0311522 | Time: 1692.6 ms
[2021-05-12 07:43:58 main:574] : INFO : Epoch 1864 | loss: 0.0311089 | val_loss: 0.0311467 | Time: 1675.12 ms
[2021-05-12 07:44:00 main:574] : INFO : Epoch 1865 | loss: 0.0311109 | val_loss: 0.031149 | Time: 1694.45 ms
[2021-05-12 07:44:02 main:574] : INFO : Epoch 1866 | loss: 0.0311137 | val_loss: 0.0311518 | Time: 1684.75 ms
[2021-05-12 07:44:03 main:574] : INFO : Epoch 1867 | loss: 0.0311126 | val_loss: 0.0311476 | Time: 1742.53 ms
[2021-05-12 07:44:05 main:574] : INFO : Epoch 1868 | loss: 0.0311121 | val_loss: 0.0311483 | Time: 1705.49 ms
[2021-05-12 07:44:07 main:574] : INFO : Epoch 1869 | loss: 0.0311126 | val_loss: 0.0311683 | Time: 1698.45 ms
[2021-05-12 07:44:09 main:574] : INFO : Epoch 1870 | loss: 0.0311154 | val_loss: 0.031148 | Time: 1665.23 ms
[2021-05-12 07:44:10 main:574] : INFO : Epoch 1871 | loss: 0.0311086 | val_loss: 0.0311533 | Time: 1696.32 ms
[2021-05-12 07:44:12 main:574] : INFO : Epoch 1872 | loss: 0.0311123 | val_loss: 0.0311508 | Time: 1704.3 ms
[2021-05-12 07:44:14 main:574] : INFO : Epoch 1873 | loss: 0.0311111 | val_loss: 0.0311595 | Time: 1708.77 ms
[2021-05-12 07:44:16 main:574] : INFO : Epoch 1874 | loss: 0.0311116 | val_loss: 0.0311537 | Time: 1704.84 ms
[2021-05-12 07:44:18 main:574] : INFO : Epoch 1875 | loss: 0.0311089 | val_loss: 0.0311495 | Time: 1714.48 ms
[2021-05-12 07:44:19 main:574] : INFO : Epoch 1876 | loss: 0.0311086 | val_loss: 0.031146 | Time: 1666.85 ms
[2021-05-12 07:44:21 main:574] : INFO : Epoch 1877 | loss: 0.0311141 | val_loss: 0.0311476 | Time: 1705.62 ms
[2021-05-12 07:44:23 main:574] : INFO : Epoch 1878 | loss: 0.0311131 | val_loss: 0.0311609 | Time: 1680.3 ms
[2021-05-12 07:44:24 main:574] : INFO : Epoch 1879 | loss: 0.0311122 | val_loss: 0.0311476 | Time: 1671.38 ms
[2021-05-12 07:44:26 main:574] : INFO : Epoch 1880 | loss: 0.0311106 | val_loss: 0.0311437 | Time: 1689.65 ms
[2021-05-12 07:44:28 main:574] : INFO : Epoch 1881 | loss: 0.0311105 | val_loss: 0.0311459 | Time: 1675.44 ms
[2021-05-12 07:44:30 main:574] : INFO : Epoch 1882 | loss: 0.0311101 | val_loss: 0.0311464 | Time: 1668.72 ms
[2021-05-12 07:44:31 main:574] : INFO : Epoch 1883 | loss: 0.0311114 | val_loss: 0.0311498 | Time: 1716.59 ms
[2021-05-12 07:44:33 main:574] : INFO : Epoch 1884 | loss: 0.0311116 | val_loss: 0.0311547 | Time: 1722.65 ms
[2021-05-12 07:44:35 main:574] : INFO : Epoch 1885 | loss: 0.0311167 | val_loss: 0.0311435 | Time: 1686.04 ms
[2021-05-12 07:44:37 main:574] : INFO : Epoch 1886 | loss: 0.0311201 | val_loss: 0.0311468 | Time: 1693.91 ms
[2021-05-12 07:44:38 main:574] : INFO : Epoch 1887 | loss: 0.0311198 | val_loss: 0.031146 | Time: 1661.07 ms
[2021-05-12 07:44:40 main:574] : INFO : Epoch 1888 | loss: 0.0311154 | val_loss: 0.0311472 | Time: 1695.1 ms
[2021-05-12 07:44:42 main:574] : INFO : Epoch 1889 | loss: 0.0311161 | val_loss: 0.0311436 | Time: 1715.66 ms
[2021-05-12 07:44:44 main:574] : INFO : Epoch 1890 | loss: 0.0311199 | val_loss: 0.0311491 | Time: 1706.83 ms
[2021-05-12 07:44:45 main:574] : INFO : Epoch 1891 | loss: 0.0311194 | val_loss: 0.0311476 | Time: 1671.23 ms
[2021-05-12 07:44:47 main:574] : INFO : Epoch 1892 | loss: 0.0311174 | val_loss: 0.0311464 | Time: 1686.01 ms
[2021-05-12 07:44:49 main:574] : INFO : Epoch 1893 | loss: 0.0311159 | val_loss: 0.0311424 | Time: 1667.87 ms
[2021-05-12 07:44:51 main:574] : INFO : Epoch 1894 | loss: 0.0311147 | val_loss: 0.0311432 | Time: 1690.23 ms
[2021-05-12 07:44:52 main:574] : INFO : Epoch 1895 | loss: 0.0311172 | val_loss: 0.0311461 | Time: 1717.71 ms
[2021-05-12 07:44:54 main:574] : INFO : Epoch 1896 | loss: 0.0311153 | val_loss: 0.0311537 | Time: 1684.66 ms
[2021-05-12 07:44:56 main:574] : INFO : Epoch 1897 | loss: 0.0311242 | val_loss: 0.03115 | Time: 1693 ms
[2021-05-12 07:44:58 main:574] : INFO : Epoch 1898 | loss: 0.0311202 | val_loss: 0.0311507 | Time: 1715.28 ms
[2021-05-12 07:44:59 main:574] : INFO : Epoch 1899 | loss: 0.0311218 | val_loss: 0.0311477 | Time: 1665.69 ms
[2021-05-12 07:45:01 main:574] : INFO : Epoch 1900 | loss: 0.0311178 | val_loss: 0.0311462 | Time: 1712.37 ms
[2021-05-12 07:45:03 main:574] : INFO : Epoch 1901 | loss: 0.0311154 | val_loss: 0.0311464 | Time: 1713.38 ms
[2021-05-12 07:45:05 main:574] : INFO : Epoch 1902 | loss: 0.0311171 | val_loss: 0.031154 | Time: 1695.28 ms
[2021-05-12 07:45:06 main:574] : INFO : Epoch 1903 | loss: 0.0311177 | val_loss: 0.0311626 | Time: 1704.82 ms
[2021-05-12 07:45:08 main:574] : INFO : Epoch 1904 | loss: 0.0311187 | val_loss: 0.0311476 | Time: 1679.35 ms
[2021-05-12 07:45:10 main:574] : INFO : Epoch 1905 | loss: 0.0311153 | val_loss: 0.031152 | Time: 1675.29 ms
[2021-05-12 07:45:11 main:574] : INFO : Epoch 1906 | loss: 0.0311131 | val_loss: 0.0311471 | Time: 1685.54 ms
[2021-05-12 07:45:13 main:574] : INFO : Epoch 1907 | loss: 0.0311148 | val_loss: 0.0311607 | Time: 1699.29 ms
[2021-05-12 07:45:15 main:574] : INFO : Epoch 1908 | loss: 0.0311196 | val_loss: 0.031151 | Time: 1686.41 ms
[2021-05-12 07:45:17 main:574] : INFO : Epoch 1909 | loss: 0.0311148 | val_loss: 0.0311546 | Time: 1697.25 ms
[2021-05-12 07:45:18 main:574] : INFO : Epoch 1910 | loss: 0.0311142 | val_loss: 0.0311494 | Time: 1654.79 ms
[2021-05-12 07:45:20 main:574] : INFO : Epoch 1911 | loss: 0.0311144 | val_loss: 0.031147 | Time: 1679.23 ms
[2021-05-12 07:45:22 main:574] : INFO : Epoch 1912 | loss: 0.0311137 | val_loss: 0.0311524 | Time: 1699.44 ms
[2021-05-12 07:45:24 main:574] : INFO : Epoch 1913 | loss: 0.0311152 | val_loss: 0.0311515 | Time: 1705.23 ms
[2021-05-12 07:45:25 main:574] : INFO : Epoch 1914 | loss: 0.0311141 | val_loss: 0.031156 | Time: 1692.49 ms
[2021-05-12 07:45:27 main:574] : INFO : Epoch 1915 | loss: 0.0311152 | val_loss: 0.0311486 | Time: 1673.11 ms
[2021-05-12 07:45:29 main:574] : INFO : Epoch 1916 | loss: 0.0311151 | val_loss: 0.0311457 | Time: 1663.68 ms
[2021-05-12 07:45:31 main:574] : INFO : Epoch 1917 | loss: 0.0311145 | val_loss: 0.0311491 | Time: 1681.96 ms
[2021-05-12 07:45:32 main:574] : INFO : Epoch 1918 | loss: 0.0311183 | val_loss: 0.0311495 | Time: 1692.59 ms
[2021-05-12 07:45:34 main:574] : INFO : Epoch 1919 | loss: 0.0311155 | val_loss: 0.0311507 | Time: 1693.11 ms
[2021-05-12 07:45:36 main:574] : INFO : Epoch 1920 | loss: 0.0311129 | val_loss: 0.0311505 | Time: 1702.51 ms
[2021-05-12 07:45:38 main:574] : INFO : Epoch 1921 | loss: 0.0311117 | val_loss: 0.031147 | Time: 1705.95 ms
[2021-05-12 07:45:39 main:574] : INFO : Epoch 1922 | loss: 0.0311105 | val_loss: 0.03115 | Time: 1660.82 ms
[2021-05-12 07:45:41 main:574] : INFO : Epoch 1923 | loss: 0.0311107 | val_loss: 0.031145 | Time: 1701.16 ms
[2021-05-12 07:45:43 main:574] : INFO : Epoch 1924 | loss: 0.0311103 | val_loss: 0.0311465 | Time: 1699.45 ms
[2021-05-12 07:45:45 main:574] : INFO : Epoch 1925 | loss: 0.0311134 | val_loss: 0.0311467 | Time: 1697.61 ms
[2021-05-12 07:45:46 main:574] : INFO : Epoch 1926 | loss: 0.0311145 | val_loss: 0.0311587 | Time: 1695.86 ms
[2021-05-12 07:45:48 main:574] : INFO : Epoch 1927 | loss: 0.0311146 | val_loss: 0.031147 | Time: 1669.39 ms
[2021-05-12 07:45:50 main:574] : INFO : Epoch 1928 | loss: 0.031112 | val_loss: 0.0311543 | Time: 1669.65 ms
[2021-05-12 07:45:52 main:574] : INFO : Epoch 1929 | loss: 0.0311101 | val_loss: 0.0311444 | Time: 1689.84 ms
[2021-05-12 07:45:53 main:574] : INFO : Epoch 1930 | loss: 0.0311083 | val_loss: 0.031146 | Time: 1710.13 ms
[2021-05-12 07:45:55 main:574] : INFO : Epoch 1931 | loss: 0.0311113 | val_loss: 0.0311541 | Time: 1699.78 ms
[2021-05-12 07:45:57 main:574] : INFO : Epoch 1932 | loss: 0.0311142 | val_loss: 0.0311456 | Time: 1731.59 ms
[2021-05-12 07:45:59 main:574] : INFO : Epoch 1933 | loss: 0.0311108 | val_loss: 0.0311549 | Time: 1659.68 ms
[2021-05-12 07:46:00 main:574] : INFO : Epoch 1934 | loss: 0.0311094 | val_loss: 0.0311486 | Time: 1716.54 ms
[2021-05-12 07:46:02 main:574] : INFO : Epoch 1935 | loss: 0.0311089 | val_loss: 0.0311431 | Time: 1704.3 ms
[2021-05-12 07:46:04 main:574] : INFO : Epoch 1936 | loss: 0.0311126 | val_loss: 0.0311492 | Time: 1700.22 ms
[2021-05-12 07:46:06 main:574] : INFO : Epoch 1937 | loss: 0.0311104 | val_loss: 0.0311448 | Time: 1708.99 ms
[2021-05-12 07:46:07 main:574] : INFO : Epoch 1938 | loss: 0.0311094 | val_loss: 0.0311512 | Time: 1699.78 ms
[2021-05-12 07:46:09 main:574] : INFO : Epoch 1939 | loss: 0.0311154 | val_loss: 0.0311443 | Time: 1671.8 ms
[2021-05-12 07:46:11 main:574] : INFO : Epoch 1940 | loss: 0.0311186 | val_loss: 0.0311476 | Time: 1689.02 ms
[2021-05-12 07:46:13 main:574] : INFO : Epoch 1941 | loss: 0.0311182 | val_loss: 0.031148 | Time: 1694.65 ms
[2021-05-12 07:46:14 main:574] : INFO : Epoch 1942 | loss: 0.0311148 | val_loss: 0.0311445 | Time: 1708.47 ms
[2021-05-12 07:46:16 main:574] : INFO : Epoch 1943 | loss: 0.0311142 | val_loss: 0.0311423 | Time: 1685.01 ms
[2021-05-12 07:46:18 main:574] : INFO : Epoch 1944 | loss: 0.0311117 | val_loss: 0.0311452 | Time: 1697.18 ms
[2021-05-12 07:46:20 main:574] : INFO : Epoch 1945 | loss: 0.0311137 | val_loss: 0.0311564 | Time: 1679.99 ms
[2021-05-12 07:46:21 main:574] : INFO : Epoch 1946 | loss: 0.0311146 | val_loss: 0.0311502 | Time: 1693.19 ms
[2021-05-12 07:46:23 main:574] : INFO : Epoch 1947 | loss: 0.0311094 | val_loss: 0.0311487 | Time: 1706.82 ms
[2021-05-12 07:46:25 main:574] : INFO : Epoch 1948 | loss: 0.0311109 | val_loss: 0.03115 | Time: 1705.44 ms
[2021-05-12 07:46:27 main:574] : INFO : Epoch 1949 | loss: 0.0311108 | val_loss: 0.0311457 | Time: 1687.01 ms
[2021-05-12 07:46:28 main:574] : INFO : Epoch 1950 | loss: 0.031109 | val_loss: 0.0311478 | Time: 1683.38 ms
[2021-05-12 07:46:30 main:574] : INFO : Epoch 1951 | loss: 0.0311115 | val_loss: 0.0311455 | Time: 1695.85 ms
[2021-05-12 07:46:32 main:574] : INFO : Epoch 1952 | loss: 0.0311116 | val_loss: 0.0311453 | Time: 1715.96 ms
[2021-05-12 07:46:34 main:574] : INFO : Epoch 1953 | loss: 0.0311066 | val_loss: 0.0311489 | Time: 1699.58 ms
[2021-05-12 07:46:35 main:574] : INFO : Epoch 1954 | loss: 0.0311078 | val_loss: 0.0311491 | Time: 1698.54 ms
[2021-05-12 07:46:37 main:574] : INFO : Epoch 1955 | loss: 0.0311147 | val_loss: 0.0311489 | Time: 1686.55 ms
[2021-05-12 07:46:39 main:574] : INFO : Epoch 1956 | loss: 0.0311141 | val_loss: 0.0311511 | Time: 1674.06 ms
[2021-05-12 07:46:41 main:574] : INFO : Epoch 1957 | loss: 0.0311081 | val_loss: 0.0311498 | Time: 1704.58 ms
[2021-05-12 07:46:42 main:574] : INFO : Epoch 1958 | loss: 0.0311174 | val_loss: 0.031156 | Time: 1704.32 ms
[2021-05-12 07:46:44 main:574] : INFO : Epoch 1959 | loss: 0.0311198 | val_loss: 0.0311472 | Time: 1716.19 ms
[2021-05-12 07:46:46 main:574] : INFO : Epoch 1960 | loss: 0.031115 | val_loss: 0.0311471 | Time: 1677.59 ms
[2021-05-12 07:46:48 main:574] : INFO : Epoch 1961 | loss: 0.0311142 | val_loss: 0.0311526 | Time: 1685.39 ms
[2021-05-12 07:46:49 main:574] : INFO : Epoch 1962 | loss: 0.0311114 | val_loss: 0.0311491 | Time: 1683.94 ms
[2021-05-12 07:46:51 main:574] : INFO : Epoch 1963 | loss: 0.031111 | val_loss: 0.0311488 | Time: 1680.6 ms
[2021-05-12 07:46:53 main:574] : INFO : Epoch 1964 | loss: 0.0311115 | val_loss: 0.0311488 | Time: 1687.12 ms
[2021-05-12 07:46:54 main:574] : INFO : Epoch 1965 | loss: 0.0311091 | val_loss: 0.0311493 | Time: 1714.92 ms
[2021-05-12 07:46:56 main:574] : INFO : Epoch 1966 | loss: 0.031112 | val_loss: 0.0311445 | Time: 1715.55 ms
[2021-05-12 07:46:58 main:574] : INFO : Epoch 1967 | loss: 0.0311099 | val_loss: 0.0311474 | Time: 1702.82 ms
[2021-05-12 07:47:00 main:574] : INFO : Epoch 1968 | loss: 0.0311075 | val_loss: 0.0311487 | Time: 1676.19 ms
[2021-05-12 07:47:01 main:574] : INFO : Epoch 1969 | loss: 0.0311113 | val_loss: 0.0311523 | Time: 1709.07 ms
[2021-05-12 07:47:03 main:574] : INFO : Epoch 1970 | loss: 0.031111 | val_loss: 0.031148 | Time: 1681.24 ms
[2021-05-12 07:47:05 main:574] : INFO : Epoch 1971 | loss: 0.0311084 | val_loss: 0.0311494 | Time: 1712.78 ms
[2021-05-12 07:47:07 main:574] : INFO : Epoch 1972 | loss: 0.0311147 | val_loss: 0.0311454 | Time: 1750.69 ms
[2021-05-12 07:47:08 main:574] : INFO : Epoch 1973 | loss: 0.0311158 | val_loss: 0.0311527 | Time: 1653.03 ms
[2021-05-12 07:47:10 main:574] : INFO : Epoch 1974 | loss: 0.0311179 | val_loss: 0.0311442 | Time: 1683.02 ms
[2021-05-12 07:47:12 main:574] : INFO : Epoch 1975 | loss: 0.0311199 | val_loss: 0.0311436 | Time: 1729.5 ms
[2021-05-12 07:47:14 main:574] : INFO : Epoch 1976 | loss: 0.0311177 | val_loss: 0.0311468 | Time: 1749.66 ms
[2021-05-12 07:47:16 main:574] : INFO : Epoch 1977 | loss: 0.0311178 | val_loss: 0.0311577 | Time: 1708.5 ms
[2021-05-12 07:47:17 main:574] : INFO : Epoch 1978 | loss: 0.0311149 | val_loss: 0.0311501 | Time: 1704.49 ms
[2021-05-12 07:47:19 main:574] : INFO : Epoch 1979 | loss: 0.0311108 | val_loss: 0.0311497 | Time: 1683.6 ms
[2021-05-12 07:47:21 main:574] : INFO : Epoch 1980 | loss: 0.0311096 | val_loss: 0.0311511 | Time: 1719.06 ms
[2021-05-12 07:47:23 main:574] : INFO : Epoch 1981 | loss: 0.0311137 | val_loss: 0.031151 | Time: 1699.82 ms
[2021-05-12 07:47:24 main:574] : INFO : Epoch 1982 | loss: 0.0311118 | val_loss: 0.0311428 | Time: 1727.2 ms
[2021-05-12 07:47:26 main:574] : INFO : Epoch 1983 | loss: 0.0311094 | val_loss: 0.0311502 | Time: 1722.61 ms
[2021-05-12 07:47:28 main:574] : INFO : Epoch 1984 | loss: 0.0311087 | val_loss: 0.0311444 | Time: 1691.84 ms
[2021-05-12 07:47:30 main:574] : INFO : Epoch 1985 | loss: 0.0311082 | val_loss: 0.0311471 | Time: 1693.65 ms
[2021-05-12 07:47:31 main:574] : INFO : Epoch 1986 | loss: 0.0311107 | val_loss: 0.0311543 | Time: 1705.97 ms
[2021-05-12 07:47:33 main:574] : INFO : Epoch 1987 | loss: 0.031108 | val_loss: 0.0311483 | Time: 1705.78 ms
[2021-05-12 07:47:35 main:574] : INFO : Epoch 1988 | loss: 0.0311064 | val_loss: 0.0311489 | Time: 1710.13 ms
[2021-05-12 07:47:37 main:574] : INFO : Epoch 1989 | loss: 0.0311127 | val_loss: 0.0311479 | Time: 1719.78 ms
[2021-05-12 07:47:38 main:574] : INFO : Epoch 1990 | loss: 0.0311146 | val_loss: 0.0311513 | Time: 1685.03 ms
[2021-05-12 07:47:40 main:574] : INFO : Epoch 1991 | loss: 0.0311111 | val_loss: 0.0311467 | Time: 1715.72 ms
[2021-05-12 07:47:42 main:574] : INFO : Epoch 1992 | loss: 0.0311121 | val_loss: 0.0311452 | Time: 1739.7 ms
[2021-05-12 07:47:44 main:574] : INFO : Epoch 1993 | loss: 0.031114 | val_loss: 0.0311467 | Time: 1722.1 ms
[2021-05-12 07:47:45 main:574] : INFO : Epoch 1994 | loss: 0.0311104 | val_loss: 0.0311524 | Time: 1704.36 ms
[2021-05-12 07:47:47 main:574] : INFO : Epoch 1995 | loss: 0.0311132 | val_loss: 0.0311535 | Time: 1719.52 ms
[2021-05-12 07:47:49 main:574] : INFO : Epoch 1996 | loss: 0.031112 | val_loss: 0.0311491 | Time: 1659.26 ms
[2021-05-12 07:47:51 main:574] : INFO : Epoch 1997 | loss: 0.0311123 | val_loss: 0.0311541 | Time: 1716.62 ms
[2021-05-12 07:47:52 main:574] : INFO : Epoch 1998 | loss: 0.0311195 | val_loss: 0.0311689 | Time: 1760.22 ms
[2021-05-12 07:47:54 main:574] : INFO : Epoch 1999 | loss: 0.0311166 | val_loss: 0.0311561 | Time: 1721.46 ms
[2021-05-12 07:47:56 main:574] : INFO : Epoch 2000 | loss: 0.0311162 | val_loss: 0.0311633 | Time: 1735.16 ms
[2021-05-12 07:47:58 main:574] : INFO : Epoch 2001 | loss: 0.0311179 | val_loss: 0.031158 | Time: 1702.72 ms
[2021-05-12 07:47:59 main:574] : INFO : Epoch 2002 | loss: 0.0311102 | val_loss: 0.0311456 | Time: 1674.84 ms
[2021-05-12 07:48:01 main:574] : INFO : Epoch 2003 | loss: 0.0311101 | val_loss: 0.0311488 | Time: 1732.29 ms
[2021-05-12 07:48:03 main:574] : INFO : Epoch 2004 | loss: 0.0311053 | val_loss: 0.0311514 | Time: 1730.29 ms
[2021-05-12 07:48:05 main:574] : INFO : Epoch 2005 | loss: 0.0311086 | val_loss: 0.0311514 | Time: 1750.18 ms
[2021-05-12 07:48:07 main:574] : INFO : Epoch 2006 | loss: 0.031107 | val_loss: 0.0311475 | Time: 1737.06 ms
[2021-05-12 07:48:08 main:574] : INFO : Epoch 2007 | loss: 0.0311084 | val_loss: 0.0311518 | Time: 1701.3 ms
[2021-05-12 07:48:10 main:574] : INFO : Epoch 2008 | loss: 0.0311074 | val_loss: 0.031149 | Time: 1699.98 ms
[2021-05-12 07:48:12 main:574] : INFO : Epoch 2009 | loss: 0.0311096 | val_loss: 0.0311544 | Time: 1735.74 ms
[2021-05-12 07:48:14 main:574] : INFO : Epoch 2010 | loss: 0.0311083 | val_loss: 0.0311469 | Time: 1722.78 ms
[2021-05-12 07:48:15 main:574] : INFO : Epoch 2011 | loss: 0.0311069 | val_loss: 0.031152 | Time: 1738.54 ms
[2021-05-12 07:48:17 main:574] : INFO : Epoch 2012 | loss: 0.0311049 | val_loss: 0.0311436 | Time: 1723.61 ms
[2021-05-12 07:48:19 main:574] : INFO : Epoch 2013 | loss: 0.0311092 | val_loss: 0.0311462 | Time: 1680.67 ms
[2021-05-12 07:48:21 main:574] : INFO : Epoch 2014 | loss: 0.0311099 | val_loss: 0.0311499 | Time: 1757.06 ms
[2021-05-12 07:48:23 main:574] : INFO : Epoch 2015 | loss: 0.0311118 | val_loss: 0.0311491 | Time: 1753.13 ms
[2021-05-12 07:48:24 main:574] : INFO : Epoch 2016 | loss: 0.0311092 | val_loss: 0.0311455 | Time: 1731.1 ms
[2021-05-12 07:48:26 main:574] : INFO : Epoch 2017 | loss: 0.0311089 | val_loss: 0.031155 | Time: 1706.38 ms
[2021-05-12 07:48:28 main:574] : INFO : Epoch 2018 | loss: 0.0311114 | val_loss: 0.0311634 | Time: 1687.51 ms
[2021-05-12 07:48:30 main:574] : INFO : Epoch 2019 | loss: 0.0311158 | val_loss: 0.0311503 | Time: 1704.91 ms
[2021-05-12 07:48:31 main:574] : INFO : Epoch 2020 | loss: 0.0311173 | val_loss: 0.0311555 | Time: 1722.71 ms
[2021-05-12 07:48:33 main:574] : INFO : Epoch 2021 | loss: 0.031121 | val_loss: 0.0311496 | Time: 1702.2 ms
[2021-05-12 07:48:35 main:574] : INFO : Epoch 2022 | loss: 0.0311115 | val_loss: 0.0311431 | Time: 1711.2 ms
[2021-05-12 07:48:37 main:574] : INFO : Epoch 2023 | loss: 0.0311083 | val_loss: 0.0311486 | Time: 1740.8 ms
[2021-05-12 07:48:38 main:574] : INFO : Epoch 2024 | loss: 0.0311179 | val_loss: 0.0311494 | Time: 1689.55 ms
[2021-05-12 07:48:40 main:574] : INFO : Epoch 2025 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 1698.37 ms
[2021-05-12 07:48:42 main:574] : INFO : Epoch 2026 | loss: 0.0311132 | val_loss: 0.0311585 | Time: 1742.9 ms
[2021-05-12 07:48:44 main:574] : INFO : Epoch 2027 | loss: 0.0311113 | val_loss: 0.0311557 | Time: 1731.27 ms
[2021-05-12 07:48:45 main:574] : INFO : Epoch 2028 | loss: 0.0311076 | val_loss: 0.0311463 | Time: 1742.82 ms
[2021-05-12 07:48:47 main:574] : INFO : Epoch 2029 | loss: 0.0311064 | val_loss: 0.0311498 | Time: 1751.93 ms
[2021-05-12 07:48:49 main:574] : INFO : Epoch 2030 | loss: 0.0311056 | val_loss: 0.0311515 | Time: 1675.42 ms
[2021-05-12 07:48:51 main:574] : INFO : Epoch 2031 | loss: 0.0311071 | val_loss: 0.0311517 | Time: 1725.29 ms
[2021-05-12 07:48:52 main:574] : INFO : Epoch 2032 | loss: 0.0311089 | val_loss: 0.0311482 | Time: 1710.74 ms
[2021-05-12 07:48:54 main:574] : INFO : Epoch 2033 | loss: 0.0311069 | val_loss: 0.0311529 | Time: 1719.52 ms
[2021-05-12 07:48:56 main:574] : INFO : Epoch 2034 | loss: 0.0311074 | val_loss: 0.0311565 | Time: 1727.45 ms
[2021-05-12 07:48:58 main:574] : INFO : Epoch 2035 | loss: 0.0311063 | val_loss: 0.0311607 | Time: 1733.04 ms
[2021-05-12 07:48:59 main:574] : INFO : Epoch 2036 | loss: 0.031106 | val_loss: 0.0311535 | Time: 1680.39 ms
[2021-05-12 07:49:01 main:574] : INFO : Epoch 2037 | loss: 0.031108 | val_loss: 0.0311468 | Time: 1744.76 ms
[2021-05-12 07:49:03 main:574] : INFO : Epoch 2038 | loss: 0.0311189 | val_loss: 0.0311473 | Time: 1726.07 ms
[2021-05-12 07:49:05 main:574] : INFO : Epoch 2039 | loss: 0.0311154 | val_loss: 0.0311497 | Time: 1714.38 ms
[2021-05-12 07:49:06 main:574] : INFO : Epoch 2040 | loss: 0.0311102 | val_loss: 0.0311553 | Time: 1754.46 ms
[2021-05-12 07:49:08 main:574] : INFO : Epoch 2041 | loss: 0.0311106 | val_loss: 0.031155 | Time: 1670.9 ms
[2021-05-12 07:49:10 main:574] : INFO : Epoch 2042 | loss: 0.0311046 | val_loss: 0.0311493 | Time: 1717.59 ms
[2021-05-12 07:49:12 main:574] : INFO : Epoch 2043 | loss: 0.0311043 | val_loss: 0.0311477 | Time: 1704.12 ms
[2021-05-12 07:49:13 main:574] : INFO : Epoch 2044 | loss: 0.0311063 | val_loss: 0.0311464 | Time: 1753.86 ms
[2021-05-12 07:49:15 main:574] : INFO : Epoch 2045 | loss: 0.0311034 | val_loss: 0.031149 | Time: 1752.25 ms
[2021-05-12 07:49:17 main:574] : INFO : Epoch 2046 | loss: 0.0311037 | val_loss: 0.0311478 | Time: 1727.97 ms
[2021-05-12 07:49:19 main:574] : INFO : Epoch 2047 | loss: 0.0311064 | val_loss: 0.031154 | Time: 1653.18 ms
[2021-05-12 07:49:21 main:574] : INFO : Epoch 2048 | loss: 0.0311048 | val_loss: 0.0311533 | Time: 1729.92 ms
[2021-05-12 07:49:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311533
[2021-05-12 07:49:21 main:603] : INFO : Saving end state to config to file
[2021-05-12 07:49:21 main:608] : INFO : Success, exiting..
07:49:21 (7444): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)