Task 4199386
| Name | ParityMachine-1612731576-16894-2_0 |
| Workunit | 2293357 |
| Created | 28 Feb 2021, 2:35:01 UTC |
| Sent | 9 Mar 2021, 9:15:40 UTC |
| Report deadline | 16 Mar 2021, 9:15:40 UTC |
| Received | 9 Mar 2021, 12:05:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 10 sec |
| CPU time | 58 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 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: 0.0312318 | val_loss: 0.0312363 | Time: 1690.1 ms
[2021-03-09 11:51:12 main:574] : INFO : Epoch 1543 | loss: 0.0312324 | val_loss: 0.0312395 | Time: 1712.21 ms
[2021-03-09 11:51:14 main:574] : INFO : Epoch 1544 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1772.05 ms
[2021-03-09 11:51:16 main:574] : INFO : Epoch 1545 | loss: 0.0312322 | val_loss: 0.0312368 | Time: 1773.46 ms
[2021-03-09 11:51:17 main:574] : INFO : Epoch 1546 | loss: 0.0312317 | val_loss: 0.0312374 | Time: 1783.34 ms
[2021-03-09 11:51:19 main:574] : INFO : Epoch 1547 | loss: 0.0312315 | val_loss: 0.0312369 | Time: 1444.8 ms
[2021-03-09 11:51:21 main:574] : INFO : Epoch 1548 | loss: 0.0312323 | val_loss: 0.0312393 | Time: 1866.68 ms
[2021-03-09 11:51:22 main:574] : INFO : Epoch 1549 | loss: 0.0312329 | val_loss: 0.0312362 | Time: 1767.89 ms
[2021-03-09 11:51:24 main:574] : INFO : Epoch 1550 | loss: 0.0312313 | val_loss: 0.0312364 | Time: 1831.04 ms
[2021-03-09 11:51:26 main:574] : INFO : Epoch 1551 | loss: 0.0312315 | val_loss: 0.0312374 | Time: 1755.49 ms
[2021-03-09 11:51:28 main:574] : INFO : Epoch 1552 | loss: 0.0312321 | val_loss: 0.0312362 | Time: 1717.85 ms
[2021-03-09 11:51:29 main:574] : INFO : Epoch 1553 | loss: 0.0312328 | val_loss: 0.0312374 | Time: 1449.12 ms
[2021-03-09 11:51:31 main:574] : INFO : Epoch 1554 | loss: 0.0312326 | val_loss: 0.0312369 | Time: 1675.31 ms
[2021-03-09 11:51:33 main:574] : INFO : Epoch 1555 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 1782.58 ms
[2021-03-09 11:51:34 main:574] : INFO : Epoch 1556 | loss: 0.0312319 | val_loss: 0.0312358 | Time: 1711.22 ms
[2021-03-09 11:51:36 main:574] : INFO : Epoch 1557 | loss: 0.0312319 | val_loss: 0.031236 | Time: 1790.62 ms
[2021-03-09 11:51:38 main:574] : INFO : Epoch 1558 | loss: 0.031232 | val_loss: 0.0312387 | Time: 1681.81 ms
[2021-03-09 11:51:39 main:574] : INFO : Epoch 1559 | loss: 0.0312347 | val_loss: 0.0312366 | Time: 1466.39 ms
[2021-03-09 11:51:41 main:574] : INFO : Epoch 1560 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 1782.22 ms
[2021-03-09 11:51:43 main:574] : INFO : Epoch 1561 | loss: 0.0312374 | val_loss: 0.031241 | Time: 1735.72 ms
[2021-03-09 11:51:45 main:574] : INFO : Epoch 1562 | loss: 0.0312348 | val_loss: 0.0312375 | Time: 1782.52 ms
[2021-03-09 11:51:47 main:574] : INFO : Epoch 1563 | loss: 0.0312328 | val_loss: 0.0312389 | Time: 1835.83 ms
[2021-03-09 11:51:48 main:574] : INFO : Epoch 1564 | loss: 0.0312328 | val_loss: 0.0312373 | Time: 1580.2 ms
[2021-03-09 11:51:50 main:574] : INFO : Epoch 1565 | loss: 0.0312325 | val_loss: 0.0312365 | Time: 1518.28 ms
[2021-03-09 11:51:52 main:574] : INFO : Epoch 1566 | loss: 0.0312315 | val_loss: 0.0312365 | Time: 1872.9 ms
[2021-03-09 11:51:53 main:574] : INFO : Epoch 1567 | loss: 0.031232 | val_loss: 0.0312363 | Time: 1897.57 ms
[2021-03-09 11:51:55 main:574] : INFO : Epoch 1568 | loss: 0.0312316 | val_loss: 0.0312378 | Time: 1798.05 ms
[2021-03-09 11:51:57 main:574] : INFO : Epoch 1569 | loss: 0.0312314 | val_loss: 0.0312362 | Time: 1791.47 ms
[2021-03-09 11:51:59 main:574] : INFO : Epoch 1570 | loss: 0.0312314 | val_loss: 0.0312375 | Time: 1470.89 ms
[2021-03-09 11:52:00 main:574] : INFO : Epoch 1571 | loss: 0.0312318 | val_loss: 0.031236 | Time: 1717.91 ms
[2021-03-09 11:52:02 main:574] : INFO : Epoch 1572 | loss: 0.0312317 | val_loss: 0.0312367 | Time: 1768.43 ms
[2021-03-09 11:52:04 main:574] : INFO : Epoch 1573 | loss: 0.0312316 | val_loss: 0.0312358 | Time: 1760.41 ms
[2021-03-09 11:52:06 main:574] : INFO : Epoch 1574 | loss: 0.0312315 | val_loss: 0.0312359 | Time: 1757.25 ms
[2021-03-09 11:52:07 main:574] : INFO : Epoch 1575 | loss: 0.0312327 | val_loss: 0.0312365 | Time: 1814.37 ms
[2021-03-09 11:52:09 main:574] : INFO : Epoch 1576 | loss: 0.031232 | val_loss: 0.0312361 | Time: 1453.14 ms
[2021-03-09 11:52:11 main:574] : INFO : Epoch 1577 | loss: 0.0312323 | val_loss: 0.0312366 | Time: 1771.43 ms
[2021-03-09 11:52:12 main:574] : INFO : Epoch 1578 | loss: 0.0312327 | val_loss: 0.0312365 | Time: 1783 ms
[2021-03-09 11:52:14 main:574] : INFO : Epoch 1579 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 1836.08 ms
[2021-03-09 11:52:16 main:574] : INFO : Epoch 1580 | loss: 0.0312314 | val_loss: 0.0312359 | Time: 1791.81 ms
[2021-03-09 11:52:18 main:574] : INFO : Epoch 1581 | loss: 0.0312316 | val_loss: 0.0312355 | Time: 1768.99 ms
[2021-03-09 11:52:19 main:574] : INFO : Epoch 1582 | loss: 0.0312328 | val_loss: 0.0312391 | Time: 1466.75 ms
[2021-03-09 11:52:21 main:574] : INFO : Epoch 1583 | loss: 0.0312319 | val_loss: 0.0312356 | Time: 1799.24 ms
[2021-03-09 11:52:23 main:574] : INFO : Epoch 1584 | loss: 0.0312316 | val_loss: 0.0312359 | Time: 1754.79 ms
[2021-03-09 11:52:25 main:574] : INFO : Epoch 1585 | loss: 0.0312316 | val_loss: 0.0312366 | Time: 1787.97 ms
[2021-03-09 11:52:27 main:574] : INFO : Epoch 1586 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 1819.64 ms
[2021-03-09 11:52:28 main:574] : INFO : Epoch 1587 | loss: 0.0312334 | val_loss: 0.0312366 | Time: 1660.93 ms
[2021-03-09 11:52:30 main:574] : INFO : Epoch 1588 | loss: 0.0312323 | val_loss: 0.0312367 | Time: 1569.88 ms
[2021-03-09 11:52:32 main:574] : INFO : Epoch 1589 | loss: 0.0312319 | val_loss: 0.0312357 | Time: 1774.39 ms
[2021-03-09 11:52:33 main:574] : INFO : Epoch 1590 | loss: 0.0312326 | val_loss: 0.0312353 | Time: 1925.21 ms
[2021-03-09 11:52:35 main:574] : INFO : Epoch 1591 | loss: 0.0312313 | val_loss: 0.0312369 | Time: 1794.91 ms
[2021-03-09 11:52:37 main:574] : INFO : Epoch 1592 | loss: 0.031232 | val_loss: 0.0312352 | Time: 1859.71 ms
[2021-03-09 11:52:39 main:574] : INFO : Epoch 1593 | loss: 0.0312317 | val_loss: 0.0312354 | Time: 1458.94 ms
[2021-03-09 11:52:40 main:574] : INFO : Epoch 1594 | loss: 0.0312348 | val_loss: 0.0312412 | Time: 1669.63 ms
[2021-03-09 11:52:42 main:574] : INFO : Epoch 1595 | loss: 0.0312313 | val_loss: 0.0312352 | Time: 1751.48 ms
[2021-03-09 11:52:44 main:574] : INFO : Epoch 1596 | loss: 0.0312316 | val_loss: 0.031236 | Time: 1844.11 ms
[2021-03-09 11:52:46 main:574] : INFO : Epoch 1597 | loss: 0.0312311 | val_loss: 0.0312352 | Time: 1757.09 ms
[2021-03-09 11:52:48 main:574] : INFO : Epoch 1598 | loss: 0.0312312 | val_loss: 0.0312359 | Time: 1877.48 ms
[2021-03-09 11:52:49 main:574] : INFO : Epoch 1599 | loss: 0.0312309 | val_loss: 0.0312367 | Time: 1464.33 ms
[2021-03-09 11:52:51 main:574] : INFO : Epoch 1600 | loss: 0.0312308 | val_loss: 0.0312355 | Time: 1748.79 ms
[2021-03-09 11:52:53 main:574] : INFO : Epoch 1601 | loss: 0.0312314 | val_loss: 0.0312357 | Time: 1806.11 ms
[2021-03-09 11:52:54 main:574] : INFO : Epoch 1602 | loss: 0.031231 | val_loss: 0.0312356 | Time: 1800.5 ms
[2021-03-09 11:52:56 main:574] : INFO : Epoch 1603 | loss: 0.0312316 | val_loss: 0.0312367 | Time: 1747.28 ms
[2021-03-09 11:52:58 main:574] : INFO : Epoch 1604 | loss: 0.0312312 | val_loss: 0.0312357 | Time: 1724.52 ms
[2021-03-09 11:52:59 main:574] : INFO : Epoch 1605 | loss: 0.0312327 | val_loss: 0.0312457 | Time: 1398.94 ms
[2021-03-09 11:53:01 main:574] : INFO : Epoch 1606 | loss: 0.0312376 | val_loss: 0.0312352 | Time: 1784.44 ms
[2021-03-09 11:53:03 main:574] : INFO : Epoch 1607 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 1847.86 ms
[2021-03-09 11:53:05 main:574] : INFO : Epoch 1608 | loss: 0.0312314 | val_loss: 0.0312359 | Time: 1807.44 ms
[2021-03-09 11:53:07 main:574] : INFO : Epoch 1609 | loss: 0.0312313 | val_loss: 0.0312363 | Time: 1784.88 ms
[2021-03-09 11:53:08 main:574] : INFO : Epoch 1610 | loss: 0.0312322 | val_loss: 0.0312356 | Time: 1660.25 ms
[2021-03-09 11:53:10 main:574] : INFO : Epoch 1611 | loss: 0.0312328 | val_loss: 0.0312369 | Time: 1557.91 ms
[2021-03-09 11:53:12 main:574] : INFO : Epoch 1612 | loss: 0.031232 | val_loss: 0.0312373 | Time: 1737.6 ms
[2021-03-09 11:53:13 main:574] : INFO : Epoch 1613 | loss: 0.0312308 | val_loss: 0.0312356 | Time: 1763.34 ms
[2021-03-09 11:53:15 main:574] : INFO : Epoch 1614 | loss: 0.0312316 | val_loss: 0.031236 | Time: 1830.13 ms
[2021-03-09 11:53:17 main:574] : INFO : Epoch 1615 | loss: 0.0312312 | val_loss: 0.0312348 | Time: 1813.18 ms
[2021-03-09 11:53:19 main:574] : INFO : Epoch 1616 | loss: 0.031231 | val_loss: 0.0312361 | Time: 1611.58 ms
[2021-03-09 11:53:20 main:574] : INFO : Epoch 1617 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1656.17 ms
[2021-03-09 11:53:22 main:574] : INFO : Epoch 1618 | loss: 0.0312308 | val_loss: 0.0312377 | Time: 1776.42 ms
[2021-03-09 11:53:24 main:574] : INFO : Epoch 1619 | loss: 0.0312313 | val_loss: 0.0312357 | Time: 1786.5 ms
[2021-03-09 11:53:26 main:574] : INFO : Epoch 1620 | loss: 0.0312314 | val_loss: 0.0312361 | Time: 1878.28 ms
[2021-03-09 11:53:27 main:574] : INFO : Epoch 1621 | loss: 0.0312312 | val_loss: 0.0312356 | Time: 1771.24 ms
[2021-03-09 11:53:29 main:574] : INFO : Epoch 1622 | loss: 0.0312312 | val_loss: 0.0312347 | Time: 1455.93 ms
[2021-03-09 11:53:31 main:574] : INFO : Epoch 1623 | loss: 0.0312317 | val_loss: 0.0312349 | Time: 1716.43 ms
[2021-03-09 11:53:33 main:574] : INFO : Epoch 1624 | loss: 0.0312315 | val_loss: 0.0312357 | Time: 1830.24 ms
[2021-03-09 11:53:34 main:574] : INFO : Epoch 1625 | loss: 0.0312318 | val_loss: 0.0312356 | Time: 1801.84 ms
[2021-03-09 11:53:36 main:574] : INFO : Epoch 1626 | loss: 0.031232 | val_loss: 0.0312353 | Time: 1879.75 ms
[2021-03-09 11:53:38 main:574] : INFO : Epoch 1627 | loss: 0.0312335 | val_loss: 0.0312395 | Time: 1815.98 ms
[2021-03-09 11:53:39 main:574] : INFO : Epoch 1628 | loss: 0.0312316 | val_loss: 0.0312347 | Time: 1410.18 ms
[2021-03-09 11:53:41 main:574] : INFO : Epoch 1629 | loss: 0.0312311 | val_loss: 0.0312353 | Time: 1746.89 ms
[2021-03-09 11:53:43 main:574] : INFO : Epoch 1630 | loss: 0.0312316 | val_loss: 0.0312355 | Time: 1820.59 ms
[2021-03-09 11:53:45 main:574] : INFO : Epoch 1631 | loss: 0.0312318 | val_loss: 0.0312353 | Time: 1856.12 ms
[2021-03-09 11:53:47 main:574] : INFO : Epoch 1632 | loss: 0.0312322 | val_loss: 0.0312351 | Time: 1757.66 ms
[2021-03-09 11:53:48 main:574] : INFO : Epoch 1633 | loss: 0.0312328 | val_loss: 0.0312358 | Time: 1635.45 ms
[2021-03-09 11:53:50 main:574] : INFO : Epoch 1634 | loss: 0.0312307 | val_loss: 0.0312366 | Time: 1525.33 ms
[2021-03-09 11:53:52 main:574] : INFO : Epoch 1635 | loss: 0.0312336 | val_loss: 0.0312363 | Time: 1790.63 ms
[2021-03-09 11:53:53 main:574] : INFO : Epoch 1636 | loss: 0.0312313 | val_loss: 0.0312354 | Time: 1790.48 ms
[2021-03-09 11:53:55 main:574] : INFO : Epoch 1637 | loss: 0.0312311 | val_loss: 0.0312354 | Time: 1729.62 ms
[2021-03-09 11:53:57 main:574] : INFO : Epoch 1638 | loss: 0.0312311 | val_loss: 0.0312345 | Time: 1747.29 ms
[2021-03-09 11:53:58 main:574] : INFO : Epoch 1639 | loss: 0.0312307 | val_loss: 0.0312349 | Time: 1544.76 ms
[2021-03-09 11:54:00 main:574] : INFO : Epoch 1640 | loss: 0.0312311 | val_loss: 0.0312356 | Time: 1592.77 ms
[2021-03-09 11:54:02 main:574] : INFO : Epoch 1641 | loss: 0.0312304 | val_loss: 0.0312345 | Time: 1792.23 ms
[2021-03-09 11:54:04 main:574] : INFO : Epoch 1642 | loss: 0.0312304 | val_loss: 0.0312346 | Time: 1823.37 ms
[2021-03-09 11:54:06 main:574] : INFO : Epoch 1643 | loss: 0.0312305 | val_loss: 0.031236 | Time: 1784.54 ms
[2021-03-09 11:54:07 main:574] : INFO : Epoch 1644 | loss: 0.0312321 | val_loss: 0.0312343 | Time: 1766.83 ms
[2021-03-09 11:54:09 main:574] : INFO : Epoch 1645 | loss: 0.0312333 | val_loss: 0.0312346 | Time: 1525.6 ms
[2021-03-09 11:54:11 main:574] : INFO : Epoch 1646 | loss: 0.0312319 | val_loss: 0.0312351 | Time: 1674.49 ms
[2021-03-09 11:54:12 main:574] : INFO : Epoch 1647 | loss: 0.0312313 | val_loss: 0.0312364 | Time: 1704.19 ms
[2021-03-09 11:54:14 main:574] : INFO : Epoch 1648 | loss: 0.0312306 | val_loss: 0.0312345 | Time: 1787.62 ms
[2021-03-09 11:54:16 main:574] : INFO : Epoch 1649 | loss: 0.0312311 | val_loss: 0.0312343 | Time: 1839.3 ms
[2021-03-09 11:54:18 main:574] : INFO : Epoch 1650 | loss: 0.0312303 | val_loss: 0.0312356 | Time: 1830.95 ms
[2021-03-09 11:54:19 main:574] : INFO : Epoch 1651 | loss: 0.0312304 | val_loss: 0.0312358 | Time: 1479.26 ms
[2021-03-09 11:54:21 main:574] : INFO : Epoch 1652 | loss: 0.0312307 | val_loss: 0.0312356 | Time: 1783.62 ms
[2021-03-09 11:54:23 main:574] : INFO : Epoch 1653 | loss: 0.0312308 | val_loss: 0.0312381 | Time: 1767.34 ms
[2021-03-09 11:54:25 main:574] : INFO : Epoch 1654 | loss: 0.0312305 | val_loss: 0.0312362 | Time: 1850.14 ms
[2021-03-09 11:54:26 main:574] : INFO : Epoch 1655 | loss: 0.031231 | val_loss: 0.0312341 | Time: 1765.33 ms
[2021-03-09 11:54:28 main:574] : INFO : Epoch 1656 | loss: 0.0312315 | val_loss: 0.031234 | Time: 1716.17 ms
[2021-03-09 11:54:30 main:574] : INFO : Epoch 1657 | loss: 0.0312302 | val_loss: 0.031234 | Time: 1434.88 ms
[2021-03-09 11:54:31 main:574] : INFO : Epoch 1658 | loss: 0.0312307 | val_loss: 0.0312351 | Time: 1786.33 ms
[2021-03-09 11:54:33 main:574] : INFO : Epoch 1659 | loss: 0.0312312 | val_loss: 0.0312337 | Time: 1806.95 ms
[2021-03-09 11:54:35 main:574] : INFO : Epoch 1660 | loss: 0.0312318 | val_loss: 0.0312346 | Time: 1699.73 ms
[2021-03-09 11:54:37 main:574] : INFO : Epoch 1661 | loss: 0.0312317 | val_loss: 0.0312374 | Time: 1816.63 ms
[2021-03-09 11:54:38 main:574] : INFO : Epoch 1662 | loss: 0.0312306 | val_loss: 0.0312342 | Time: 1664.21 ms
[2021-03-09 11:54:40 main:574] : INFO : Epoch 1663 | loss: 0.0312312 | val_loss: 0.0312365 | Time: 1532.35 ms
[2021-03-09 11:54:42 main:574] : INFO : Epoch 1664 | loss: 0.0312306 | val_loss: 0.031234 | Time: 1784.97 ms
[2021-03-09 11:54:44 main:574] : INFO : Epoch 1665 | loss: 0.0312306 | val_loss: 0.0312346 | Time: 1848.23 ms
[2021-03-09 11:54:45 main:574] : INFO : Epoch 1666 | loss: 0.0312308 | val_loss: 0.031241 | Time: 1735.9 ms
[2021-03-09 11:54:47 main:574] : INFO : Epoch 1667 | loss: 0.0312371 | val_loss: 0.0312412 | Time: 1758.86 ms
[2021-03-09 11:54:49 main:574] : INFO : Epoch 1668 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 1613.31 ms
[2021-03-09 11:54:50 main:574] : INFO : Epoch 1669 | loss: 0.0312308 | val_loss: 0.0312342 | Time: 1621.23 ms
[2021-03-09 11:54:52 main:574] : INFO : Epoch 1670 | loss: 0.0312321 | val_loss: 0.0312346 | Time: 1797.9 ms
[2021-03-09 11:54:54 main:574] : INFO : Epoch 1671 | loss: 0.0312311 | val_loss: 0.0312346 | Time: 1782.24 ms
[2021-03-09 11:54:56 main:574] : INFO : Epoch 1672 | loss: 0.0312301 | val_loss: 0.031234 | Time: 1825.37 ms
[2021-03-09 11:54:58 main:574] : INFO : Epoch 1673 | loss: 0.0312302 | val_loss: 0.0312335 | Time: 1790.92 ms
[2021-03-09 11:54:59 main:574] : INFO : Epoch 1674 | loss: 0.0312308 | val_loss: 0.031236 | Time: 1509.34 ms
[2021-03-09 11:55:01 main:574] : INFO : Epoch 1675 | loss: 0.0312307 | val_loss: 0.0312356 | Time: 1738.17 ms
[2021-03-09 11:55:03 main:574] : INFO : Epoch 1676 | loss: 0.0312307 | val_loss: 0.0312401 | Time: 1752.3 ms
[2021-03-09 11:55:04 main:574] : INFO : Epoch 1677 | loss: 0.0312313 | val_loss: 0.0312347 | Time: 1800.45 ms
[2021-03-09 11:55:06 main:574] : INFO : Epoch 1678 | loss: 0.0312305 | val_loss: 0.0312355 | Time: 1765.72 ms
[2021-03-09 11:55:08 main:574] : INFO : Epoch 1679 | loss: 0.0312301 | val_loss: 0.0312357 | Time: 1743.89 ms
[2021-03-09 11:55:09 main:574] : INFO : Epoch 1680 | loss: 0.0312297 | val_loss: 0.0312336 | Time: 1451.25 ms
[2021-03-09 11:55:11 main:574] : INFO : Epoch 1681 | loss: 0.0312302 | val_loss: 0.0312341 | Time: 1654.39 ms
[2021-03-09 11:55:13 main:574] : INFO : Epoch 1682 | loss: 0.0312295 | val_loss: 0.0312339 | Time: 1752.18 ms
[2021-03-09 11:55:15 main:574] : INFO : Epoch 1683 | loss: 0.0312299 | val_loss: 0.031233 | Time: 1778.44 ms
[2021-03-09 11:55:16 main:574] : INFO : Epoch 1684 | loss: 0.03123 | val_loss: 0.0312336 | Time: 1811.24 ms
[2021-03-09 11:55:18 main:574] : INFO : Epoch 1685 | loss: 0.03123 | val_loss: 0.0312348 | Time: 1768.36 ms
[2021-03-09 11:55:20 main:574] : INFO : Epoch 1686 | loss: 0.0312305 | val_loss: 0.031233 | Time: 1426.05 ms
[2021-03-09 11:55:21 main:574] : INFO : Epoch 1687 | loss: 0.0312295 | val_loss: 0.0312328 | Time: 1762.76 ms
[2021-03-09 11:55:23 main:574] : INFO : Epoch 1688 | loss: 0.0312298 | val_loss: 0.0312356 | Time: 1826.11 ms
[2021-03-09 11:55:25 main:574] : INFO : Epoch 1689 | loss: 0.0312302 | val_loss: 0.0312354 | Time: 1841.97 ms
[2021-03-09 11:55:27 main:574] : INFO : Epoch 1690 | loss: 0.0312302 | val_loss: 0.0312328 | Time: 1721.68 ms
[2021-03-09 11:55:28 main:574] : INFO : Epoch 1691 | loss: 0.0312313 | val_loss: 0.0312337 | Time: 1673.65 ms
[2021-03-09 11:55:30 main:574] : INFO : Epoch 1692 | loss: 0.0312326 | val_loss: 0.0312327 | Time: 1507.28 ms
[2021-03-09 11:55:32 main:574] : INFO : Epoch 1693 | loss: 0.03123 | val_loss: 0.0312337 | Time: 1840 ms
[2021-03-09 11:55:34 main:574] : INFO : Epoch 1694 | loss: 0.0312303 | val_loss: 0.0312335 | Time: 1845.55 ms
[2021-03-09 11:55:36 main:574] : INFO : Epoch 1695 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1816.24 ms
[2021-03-09 11:55:37 main:574] : INFO : Epoch 1696 | loss: 0.0312306 | val_loss: 0.0312389 | Time: 1781.97 ms
[2021-03-09 11:55:39 main:574] : INFO : Epoch 1697 | loss: 0.0312325 | val_loss: 0.0312345 | Time: 1620.98 ms
[2021-03-09 11:55:41 main:574] : INFO : Epoch 1698 | loss: 0.0312307 | val_loss: 0.0312345 | Time: 1618.26 ms
[2021-03-09 11:55:42 main:574] : INFO : Epoch 1699 | loss: 0.0312293 | val_loss: 0.0312333 | Time: 1789.76 ms
[2021-03-09 11:55:44 main:574] : INFO : Epoch 1700 | loss: 0.0312293 | val_loss: 0.0312336 | Time: 1761.26 ms
[2021-03-09 11:55:46 main:574] : INFO : Epoch 1701 | loss: 0.0312294 | val_loss: 0.0312324 | Time: 1727.84 ms
[2021-03-09 11:55:48 main:574] : INFO : Epoch 1702 | loss: 0.0312293 | val_loss: 0.0312328 | Time: 1811.88 ms
[2021-03-09 11:55:49 main:574] : INFO : Epoch 1703 | loss: 0.0312301 | val_loss: 0.0312329 | Time: 1487.04 ms
[2021-03-09 11:55:51 main:574] : INFO : Epoch 1704 | loss: 0.0312287 | val_loss: 0.0312338 | Time: 1670.76 ms
[2021-03-09 11:55:53 main:574] : INFO : Epoch 1705 | loss: 0.0312295 | val_loss: 0.0312391 | Time: 1769.96 ms
[2021-03-09 11:55:54 main:574] : INFO : Epoch 1706 | loss: 0.03123 | val_loss: 0.0312324 | Time: 1765.07 ms
[2021-03-09 11:55:56 main:574] : INFO : Epoch 1707 | loss: 0.0312305 | val_loss: 0.0312332 | Time: 1773.58 ms
[2021-03-09 11:55:58 main:574] : INFO : Epoch 1708 | loss: 0.03123 | val_loss: 0.0312338 | Time: 1834.09 ms
[2021-03-09 11:56:00 main:574] : INFO : Epoch 1709 | loss: 0.03123 | val_loss: 0.0312323 | Time: 1447.85 ms
[2021-03-09 11:56:01 main:574] : INFO : Epoch 1710 | loss: 0.0312288 | val_loss: 0.0312329 | Time: 1827.76 ms
[2021-03-09 11:56:03 main:574] : INFO : Epoch 1711 | loss: 0.0312288 | val_loss: 0.0312344 | Time: 1816.68 ms
[2021-03-09 11:56:05 main:574] : INFO : Epoch 1712 | loss: 0.0312293 | val_loss: 0.0312326 | Time: 1777.7 ms
[2021-03-09 11:56:07 main:574] : INFO : Epoch 1713 | loss: 0.0312287 | val_loss: 0.0312332 | Time: 1788.57 ms
[2021-03-09 11:56:08 main:574] : INFO : Epoch 1714 | loss: 0.031229 | val_loss: 0.0312327 | Time: 1695.29 ms
[2021-03-09 11:56:10 main:574] : INFO : Epoch 1715 | loss: 0.0312291 | val_loss: 0.0312356 | Time: 1521.96 ms
[2021-03-09 11:56:12 main:574] : INFO : Epoch 1716 | loss: 0.0312295 | val_loss: 0.0312337 | Time: 1797.24 ms
[2021-03-09 11:56:14 main:574] : INFO : Epoch 1717 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 1785.67 ms
[2021-03-09 11:56:15 main:574] : INFO : Epoch 1718 | loss: 0.0312307 | val_loss: 0.0312323 | Time: 1793.97 ms
[2021-03-09 11:56:17 main:574] : INFO : Epoch 1719 | loss: 0.0312292 | val_loss: 0.031232 | Time: 1742.15 ms
[2021-03-09 11:56:19 main:574] : INFO : Epoch 1720 | loss: 0.0312291 | val_loss: 0.0312325 | Time: 1613.59 ms
[2021-03-09 11:56:20 main:574] : INFO : Epoch 1721 | loss: 0.0312282 | val_loss: 0.031234 | Time: 1617.83 ms
[2021-03-09 11:56:22 main:574] : INFO : Epoch 1722 | loss: 0.0312291 | val_loss: 0.0312343 | Time: 1847.55 ms
[2021-03-09 11:56:24 main:574] : INFO : Epoch 1723 | loss: 0.0312301 | val_loss: 0.0312354 | Time: 1804.68 ms
[2021-03-09 11:56:26 main:574] : INFO : Epoch 1724 | loss: 0.0312295 | val_loss: 0.0312322 | Time: 1774.81 ms
[2021-03-09 11:56:28 main:574] : INFO : Epoch 1725 | loss: 0.0312287 | val_loss: 0.0312319 | Time: 1863.41 ms
[2021-03-09 11:56:29 main:574] : INFO : Epoch 1726 | loss: 0.031228 | val_loss: 0.031234 | Time: 1511.93 ms
[2021-03-09 11:56:31 main:574] : INFO : Epoch 1727 | loss: 0.0312285 | val_loss: 0.0312327 | Time: 1653.03 ms
[2021-03-09 11:56:33 main:574] : INFO : Epoch 1728 | loss: 0.0312286 | val_loss: 0.0312318 | Time: 1768.3 ms
[2021-03-09 11:56:34 main:574] : INFO : Epoch 1729 | loss: 0.0312288 | val_loss: 0.0312333 | Time: 1765.97 ms
[2021-03-09 11:56:36 main:574] : INFO : Epoch 1730 | loss: 0.0312286 | val_loss: 0.0312332 | Time: 1824.79 ms
[2021-03-09 11:56:38 main:574] : INFO : Epoch 1731 | loss: 0.0312289 | val_loss: 0.0312314 | Time: 1811.45 ms
[2021-03-09 11:56:40 main:574] : INFO : Epoch 1732 | loss: 0.0312296 | val_loss: 0.0312331 | Time: 1472.23 ms
[2021-03-09 11:56:41 main:574] : INFO : Epoch 1733 | loss: 0.0312287 | val_loss: 0.0312349 | Time: 1747.29 ms
[2021-03-09 11:56:43 main:574] : INFO : Epoch 1734 | loss: 0.0312293 | val_loss: 0.0312323 | Time: 1834.72 ms
[2021-03-09 11:56:45 main:574] : INFO : Epoch 1735 | loss: 0.031229 | val_loss: 0.0312316 | Time: 1824.83 ms
[2021-03-09 11:56:47 main:574] : INFO : Epoch 1736 | loss: 0.0312283 | val_loss: 0.0312356 | Time: 1733.75 ms
[2021-03-09 11:56:48 main:574] : INFO : Epoch 1737 | loss: 0.0312327 | val_loss: 0.0312363 | Time: 1730.01 ms
[2021-03-09 11:56:50 main:574] : INFO : Epoch 1738 | loss: 0.0312323 | val_loss: 0.0312415 | Time: 1478.39 ms
[2021-03-09 11:56:52 main:574] : INFO : Epoch 1739 | loss: 0.0312317 | val_loss: 0.0312353 | Time: 1748.96 ms
[2021-03-09 11:56:54 main:574] : INFO : Epoch 1740 | loss: 0.0312528 | val_loss: 0.0319625 | Time: 1797.54 ms
[2021-03-09 11:56:55 main:574] : INFO : Epoch 1741 | loss: 0.0327345 | val_loss: 0.0321158 | Time: 1783.13 ms
[2021-03-09 11:56:57 main:574] : INFO : Epoch 1742 | loss: 0.0315324 | val_loss: 0.0313029 | Time: 1795.03 ms
[2021-03-09 11:56:59 main:574] : INFO : Epoch 1743 | loss: 0.0313249 | val_loss: 0.0312474 | Time: 1677.6 ms
[2021-03-09 11:57:00 main:574] : INFO : Epoch 1744 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 1522.31 ms
[2021-03-09 11:57:02 main:574] : INFO : Epoch 1745 | loss: 0.0312334 | val_loss: 0.0312319 | Time: 1764.61 ms
[2021-03-09 11:57:04 main:574] : INFO : Epoch 1746 | loss: 0.0312302 | val_loss: 0.0312328 | Time: 1836.17 ms
[2021-03-09 11:57:06 main:574] : INFO : Epoch 1747 | loss: 0.0312303 | val_loss: 0.0312321 | Time: 1818.96 ms
[2021-03-09 11:57:08 main:574] : INFO : Epoch 1748 | loss: 0.031229 | val_loss: 0.0312338 | Time: 1811.59 ms
[2021-03-09 11:57:09 main:574] : INFO : Epoch 1749 | loss: 0.0312286 | val_loss: 0.031231 | Time: 1562.14 ms
[2021-03-09 11:57:11 main:574] : INFO : Epoch 1750 | loss: 0.0312282 | val_loss: 0.0312313 | Time: 1609.29 ms
[2021-03-09 11:57:13 main:574] : INFO : Epoch 1751 | loss: 0.0312295 | val_loss: 0.0312317 | Time: 1781.98 ms
[2021-03-09 11:57:14 main:574] : INFO : Epoch 1752 | loss: 0.0312278 | val_loss: 0.0312322 | Time: 1841.79 ms
[2021-03-09 11:57:16 main:574] : INFO : Epoch 1753 | loss: 0.0312279 | val_loss: 0.0312311 | Time: 1768.06 ms
[2021-03-09 11:57:18 main:574] : INFO : Epoch 1754 | loss: 0.0312277 | val_loss: 0.0312314 | Time: 1826.84 ms
[2021-03-09 11:57:20 main:574] : INFO : Epoch 1755 | loss: 0.031228 | val_loss: 0.0312309 | Time: 1457.13 ms
[2021-03-09 11:57:21 main:574] : INFO : Epoch 1756 | loss: 0.0312292 | val_loss: 0.0312343 | Time: 1771.33 ms
[2021-03-09 11:57:23 main:574] : INFO : Epoch 1757 | loss: 0.0312313 | val_loss: 0.0312309 | Time: 1840.67 ms
[2021-03-09 11:57:25 main:574] : INFO : Epoch 1758 | loss: 0.0312293 | val_loss: 0.0312335 | Time: 1830.93 ms
[2021-03-09 11:57:27 main:574] : INFO : Epoch 1759 | loss: 0.0312282 | val_loss: 0.0312305 | Time: 1805.09 ms
[2021-03-09 11:57:29 main:574] : INFO : Epoch 1760 | loss: 0.0312274 | val_loss: 0.0312306 | Time: 1722.82 ms
[2021-03-09 11:57:30 main:574] : INFO : Epoch 1761 | loss: 0.031227 | val_loss: 0.0312307 | Time: 1427.63 ms
[2021-03-09 11:57:32 main:574] : INFO : Epoch 1762 | loss: 0.0312271 | val_loss: 0.0312327 | Time: 1797.97 ms
[2021-03-09 11:57:34 main:574] : INFO : Epoch 1763 | loss: 0.0312281 | val_loss: 0.031231 | Time: 1812.24 ms
[2021-03-09 11:57:35 main:574] : INFO : Epoch 1764 | loss: 0.0312283 | val_loss: 0.0312323 | Time: 1854.45 ms
[2021-03-09 11:57:37 main:574] : INFO : Epoch 1765 | loss: 0.0312289 | val_loss: 0.0312332 | Time: 1806.07 ms
[2021-03-09 11:57:39 main:574] : INFO : Epoch 1766 | loss: 0.0312296 | val_loss: 0.0312308 | Time: 1682.29 ms
[2021-03-09 11:57:40 main:574] : INFO : Epoch 1767 | loss: 0.0312276 | val_loss: 0.0312313 | Time: 1509.63 ms
[2021-03-09 11:57:42 main:574] : INFO : Epoch 1768 | loss: 0.0312272 | val_loss: 0.031231 | Time: 1725.92 ms
[2021-03-09 11:57:44 main:574] : INFO : Epoch 1769 | loss: 0.0312276 | val_loss: 0.0312304 | Time: 1782.57 ms
[2021-03-09 11:57:46 main:574] : INFO : Epoch 1770 | loss: 0.0312278 | val_loss: 0.0312302 | Time: 1774.97 ms
[2021-03-09 11:57:48 main:574] : INFO : Epoch 1771 | loss: 0.0312265 | val_loss: 0.0312312 | Time: 1784.01 ms
[2021-03-09 11:57:49 main:574] : INFO : Epoch 1772 | loss: 0.0312274 | val_loss: 0.0312308 | Time: 1578.55 ms
[2021-03-09 11:57:51 main:574] : INFO : Epoch 1773 | loss: 0.0312268 | val_loss: 0.0312306 | Time: 1573.48 ms
[2021-03-09 11:57:53 main:574] : INFO : Epoch 1774 | loss: 0.031227 | val_loss: 0.0312323 | Time: 1815.37 ms
[2021-03-09 11:57:54 main:574] : INFO : Epoch 1775 | loss: 0.031228 | val_loss: 0.0312344 | Time: 1714.7 ms
[2021-03-09 11:57:56 main:574] : INFO : Epoch 1776 | loss: 0.0312278 | val_loss: 0.0312324 | Time: 1788.15 ms
[2021-03-09 11:57:58 main:574] : INFO : Epoch 1777 | loss: 0.0312275 | val_loss: 0.0312299 | Time: 1781.73 ms
[2021-03-09 11:57:59 main:574] : INFO : Epoch 1778 | loss: 0.0312269 | val_loss: 0.0312306 | Time: 1526.76 ms
[2021-03-09 11:58:01 main:574] : INFO : Epoch 1779 | loss: 0.0312266 | val_loss: 0.0312299 | Time: 1647.19 ms
[2021-03-09 11:58:03 main:574] : INFO : Epoch 1780 | loss: 0.0312265 | val_loss: 0.0312304 | Time: 1732.31 ms
[2021-03-09 11:58:05 main:574] : INFO : Epoch 1781 | loss: 0.0312266 | val_loss: 0.0312323 | Time: 1770.86 ms
[2021-03-09 11:58:07 main:574] : INFO : Epoch 1782 | loss: 0.0312279 | val_loss: 0.0312302 | Time: 1889.18 ms
[2021-03-09 11:58:08 main:574] : INFO : Epoch 1783 | loss: 0.0312277 | val_loss: 0.0312317 | Time: 1805.86 ms
[2021-03-09 11:58:10 main:574] : INFO : Epoch 1784 | loss: 0.0312272 | val_loss: 0.0312326 | Time: 1478.41 ms
[2021-03-09 11:58:12 main:574] : INFO : Epoch 1785 | loss: 0.0312272 | val_loss: 0.0312304 | Time: 1684.53 ms
[2021-03-09 11:58:13 main:574] : INFO : Epoch 1786 | loss: 0.0312262 | val_loss: 0.0312298 | Time: 1835.28 ms
[2021-03-09 11:58:15 main:574] : INFO : Epoch 1787 | loss: 0.0312266 | val_loss: 0.0312312 | Time: 1781.96 ms
[2021-03-09 11:58:17 main:574] : INFO : Epoch 1788 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 1752.54 ms
[2021-03-09 11:58:19 main:574] : INFO : Epoch 1789 | loss: 0.031227 | val_loss: 0.0312305 | Time: 1806.48 ms
[2021-03-09 11:58:20 main:574] : INFO : Epoch 1790 | loss: 0.0312288 | val_loss: 0.0312364 | Time: 1464.28 ms
[2021-03-09 11:58:22 main:574] : INFO : Epoch 1791 | loss: 0.0312282 | val_loss: 0.0312306 | Time: 1781.98 ms
[2021-03-09 11:58:24 main:574] : INFO : Epoch 1792 | loss: 0.0312265 | val_loss: 0.0312306 | Time: 1761.49 ms
[2021-03-09 11:58:25 main:574] : INFO : Epoch 1793 | loss: 0.0312272 | val_loss: 0.0312315 | Time: 1718.07 ms
[2021-03-09 11:58:27 main:574] : INFO : Epoch 1794 | loss: 0.0312277 | val_loss: 0.0312312 | Time: 1881.83 ms
[2021-03-09 11:58:29 main:574] : INFO : Epoch 1795 | loss: 0.0312268 | val_loss: 0.0312301 | Time: 1785.45 ms
[2021-03-09 11:58:31 main:574] : INFO : Epoch 1796 | loss: 0.0312258 | val_loss: 0.0312295 | Time: 1557.25 ms
[2021-03-09 11:58:32 main:574] : INFO : Epoch 1797 | loss: 0.0312275 | val_loss: 0.0312321 | Time: 1755.82 ms
[2021-03-09 11:58:34 main:574] : INFO : Epoch 1798 | loss: 0.0312269 | val_loss: 0.0312296 | Time: 1779.43 ms
[2021-03-09 11:58:36 main:574] : INFO : Epoch 1799 | loss: 0.0312269 | val_loss: 0.0312315 | Time: 1811.05 ms
[2021-03-09 11:58:38 main:574] : INFO : Epoch 1800 | loss: 0.0312286 | val_loss: 0.0312299 | Time: 1799.74 ms
[2021-03-09 11:58:39 main:574] : INFO : Epoch 1801 | loss: 0.0312267 | val_loss: 0.0312295 | Time: 1509.21 ms
[2021-03-09 11:58:41 main:574] : INFO : Epoch 1802 | loss: 0.0312255 | val_loss: 0.0312296 | Time: 1611.26 ms
[2021-03-09 11:58:43 main:574] : INFO : Epoch 1803 | loss: 0.0312258 | val_loss: 0.0312295 | Time: 1779.2 ms
[2021-03-09 11:58:45 main:574] : INFO : Epoch 1804 | loss: 0.0312261 | val_loss: 0.0312296 | Time: 1740.62 ms
[2021-03-09 11:58:46 main:574] : INFO : Epoch 1805 | loss: 0.031226 | val_loss: 0.0312298 | Time: 1785.74 ms
[2021-03-09 11:58:48 main:574] : INFO : Epoch 1806 | loss: 0.0312259 | val_loss: 0.03123 | Time: 1712.82 ms
[2021-03-09 11:58:50 main:574] : INFO : Epoch 1807 | loss: 0.031226 | val_loss: 0.0312295 | Time: 1492.74 ms
[2021-03-09 11:58:51 main:574] : INFO : Epoch 1808 | loss: 0.0312256 | val_loss: 0.0312292 | Time: 1624 ms
[2021-03-09 11:58:53 main:574] : INFO : Epoch 1809 | loss: 0.0312254 | val_loss: 0.0312293 | Time: 1808.61 ms
[2021-03-09 11:58:55 main:574] : INFO : Epoch 1810 | loss: 0.0312261 | val_loss: 0.0312335 | Time: 1777.88 ms
[2021-03-09 11:58:57 main:574] : INFO : Epoch 1811 | loss: 0.0312287 | val_loss: 0.0312325 | Time: 1787.38 ms
[2021-03-09 11:58:58 main:574] : INFO : Epoch 1812 | loss: 0.0312278 | val_loss: 0.0312298 | Time: 1850.17 ms
[2021-03-09 11:59:00 main:574] : INFO : Epoch 1813 | loss: 0.0312253 | val_loss: 0.0312294 | Time: 1477.44 ms
[2021-03-09 11:59:02 main:574] : INFO : Epoch 1814 | loss: 0.0312257 | val_loss: 0.0312304 | Time: 1773.67 ms
[2021-03-09 11:59:03 main:574] : INFO : Epoch 1815 | loss: 0.031226 | val_loss: 0.0312306 | Time: 1754.75 ms
[2021-03-09 11:59:05 main:574] : INFO : Epoch 1816 | loss: 0.0312265 | val_loss: 0.031229 | Time: 1831.37 ms
[2021-03-09 11:59:07 main:574] : INFO : Epoch 1817 | loss: 0.0312253 | val_loss: 0.0312296 | Time: 1821.26 ms
[2021-03-09 11:59:09 main:574] : INFO : Epoch 1818 | loss: 0.0312257 | val_loss: 0.0312292 | Time: 1707.88 ms
[2021-03-09 11:59:10 main:574] : INFO : Epoch 1819 | loss: 0.0312257 | val_loss: 0.0312292 | Time: 1476.07 ms
[2021-03-09 11:59:12 main:574] : INFO : Epoch 1820 | loss: 0.0312252 | val_loss: 0.0312292 | Time: 1781.65 ms
[2021-03-09 11:59:14 main:574] : INFO : Epoch 1821 | loss: 0.0312256 | val_loss: 0.0312293 | Time: 1758.54 ms
[2021-03-09 11:59:16 main:574] : INFO : Epoch 1822 | loss: 0.0312267 | val_loss: 0.0312288 | Time: 1755.14 ms
[2021-03-09 11:59:17 main:574] : INFO : Epoch 1823 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 1783.76 ms
[2021-03-09 11:59:19 main:574] : INFO : Epoch 1824 | loss: 0.0312263 | val_loss: 0.0312292 | Time: 1580.58 ms
[2021-03-09 11:59:21 main:574] : INFO : Epoch 1825 | loss: 0.0312264 | val_loss: 0.0312318 | Time: 1511.23 ms
[2021-03-09 11:59:22 main:574] : INFO : Epoch 1826 | loss: 0.0312269 | val_loss: 0.031231 | Time: 1755.5 ms
[2021-03-09 11:59:24 main:574] : INFO : Epoch 1827 | loss: 0.0312279 | val_loss: 0.0312305 | Time: 1760.48 ms
[2021-03-09 11:59:26 main:574] : INFO : Epoch 1828 | loss: 0.0312261 | val_loss: 0.0312297 | Time: 1788.31 ms
[2021-03-09 11:59:28 main:574] : INFO : Epoch 1829 | loss: 0.0312264 | val_loss: 0.0312312 | Time: 1715.76 ms
[2021-03-09 11:59:29 main:574] : INFO : Epoch 1830 | loss: 0.0312254 | val_loss: 0.0312287 | Time: 1586.79 ms
[2021-03-09 11:59:31 main:574] : INFO : Epoch 1831 | loss: 0.0312249 | val_loss: 0.031229 | Time: 1504.9 ms
[2021-03-09 11:59:33 main:574] : INFO : Epoch 1832 | loss: 0.031225 | val_loss: 0.0312289 | Time: 1832.24 ms
[2021-03-09 11:59:34 main:574] : INFO : Epoch 1833 | loss: 0.0312266 | val_loss: 0.0312294 | Time: 1809.44 ms
[2021-03-09 11:59:36 main:574] : INFO : Epoch 1834 | loss: 0.0312252 | val_loss: 0.0312288 | Time: 1784.88 ms
[2021-03-09 11:59:38 main:574] : INFO : Epoch 1835 | loss: 0.0312248 | val_loss: 0.0312289 | Time: 1798.72 ms
[2021-03-09 11:59:40 main:574] : INFO : Epoch 1836 | loss: 0.031225 | val_loss: 0.0312284 | Time: 1486.76 ms
[2021-03-09 11:59:41 main:574] : INFO : Epoch 1837 | loss: 0.031225 | val_loss: 0.0312295 | Time: 1645.11 ms
[2021-03-09 11:59:43 main:574] : INFO : Epoch 1838 | loss: 0.0312251 | val_loss: 0.0312288 | Time: 1771.42 ms
[2021-03-09 11:59:45 main:574] : INFO : Epoch 1839 | loss: 0.0312248 | val_loss: 0.0312289 | Time: 1729.18 ms
[2021-03-09 11:59:47 main:574] : INFO : Epoch 1840 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 1833.39 ms
[2021-03-09 11:59:48 main:574] : INFO : Epoch 1841 | loss: 0.0312279 | val_loss: 0.0312322 | Time: 1741.5 ms
[2021-03-09 11:59:50 main:574] : INFO : Epoch 1842 | loss: 0.0312276 | val_loss: 0.0312298 | Time: 1469.14 ms
[2021-03-09 11:59:51 main:574] : INFO : Epoch 1843 | loss: 0.0312262 | val_loss: 0.0312297 | Time: 1729.1 ms
[2021-03-09 11:59:53 main:574] : INFO : Epoch 1844 | loss: 0.031226 | val_loss: 0.031229 | Time: 1770.08 ms
[2021-03-09 11:59:55 main:574] : INFO : Epoch 1845 | loss: 0.0312253 | val_loss: 0.03123 | Time: 1768.22 ms
[2021-03-09 11:59:57 main:574] : INFO : Epoch 1846 | loss: 0.0312249 | val_loss: 0.031228 | Time: 1770.11 ms
[2021-03-09 11:59:59 main:574] : INFO : Epoch 1847 | loss: 0.031225 | val_loss: 0.0312292 | Time: 1732.92 ms
[2021-03-09 12:00:00 main:574] : INFO : Epoch 1848 | loss: 0.0312278 | val_loss: 0.0312316 | Time: 1469.48 ms
[2021-03-09 12:00:02 main:574] : INFO : Epoch 1849 | loss: 0.0312256 | val_loss: 0.0312305 | Time: 1741.65 ms
[2021-03-09 12:00:04 main:574] : INFO : Epoch 1850 | loss: 0.0312261 | val_loss: 0.0312289 | Time: 1841.42 ms
[2021-03-09 12:00:05 main:574] : INFO : Epoch 1851 | loss: 0.0312243 | val_loss: 0.0312295 | Time: 1760.55 ms
[2021-03-09 12:00:07 main:574] : INFO : Epoch 1852 | loss: 0.0312245 | val_loss: 0.0312282 | Time: 1775.14 ms
[2021-03-09 12:00:09 main:574] : INFO : Epoch 1853 | loss: 0.031225 | val_loss: 0.0312292 | Time: 1745.57 ms
[2021-03-09 12:00:10 main:574] : INFO : Epoch 1854 | loss: 0.0312247 | val_loss: 0.0312281 | Time: 1445.3 ms
[2021-03-09 12:00:12 main:574] : INFO : Epoch 1855 | loss: 0.031224 | val_loss: 0.0312279 | Time: 1801.82 ms
[2021-03-09 12:00:14 main:574] : INFO : Epoch 1856 | loss: 0.0312243 | val_loss: 0.0312282 | Time: 1790.39 ms
[2021-03-09 12:00:16 main:574] : INFO : Epoch 1857 | loss: 0.0312238 | val_loss: 0.031229 | Time: 1722.9 ms
[2021-03-09 12:00:17 main:574] : INFO : Epoch 1858 | loss: 0.031224 | val_loss: 0.0312282 | Time: 1687.42 ms
[2021-03-09 12:00:19 main:574] : INFO : Epoch 1859 | loss: 0.0312237 | val_loss: 0.0312278 | Time: 1680.46 ms
[2021-03-09 12:00:21 main:574] : INFO : Epoch 1860 | loss: 0.0312246 | val_loss: 0.0312302 | Time: 1480.33 ms
[2021-03-09 12:00:22 main:574] : INFO : Epoch 1861 | loss: 0.0312248 | val_loss: 0.0312304 | Time: 1743.99 ms
[2021-03-09 12:00:24 main:574] : INFO : Epoch 1862 | loss: 0.0312244 | val_loss: 0.031228 | Time: 1743.9 ms
[2021-03-09 12:00:26 main:574] : INFO : Epoch 1863 | loss: 0.031224 | val_loss: 0.031228 | Time: 1745.16 ms
[2021-03-09 12:00:28 main:574] : INFO : Epoch 1864 | loss: 0.0312255 | val_loss: 0.0312332 | Time: 1790.8 ms
[2021-03-09 12:00:29 main:574] : INFO : Epoch 1865 | loss: 0.0312254 | val_loss: 0.0312298 | Time: 1625.57 ms
[2021-03-09 12:00:31 main:574] : INFO : Epoch 1866 | loss: 0.0312265 | val_loss: 0.031229 | Time: 1536.63 ms
[2021-03-09 12:00:33 main:574] : INFO : Epoch 1867 | loss: 0.031225 | val_loss: 0.0312282 | Time: 1756.27 ms
[2021-03-09 12:00:34 main:574] : INFO : Epoch 1868 | loss: 0.0312249 | val_loss: 0.0312289 | Time: 1763.24 ms
[2021-03-09 12:00:36 main:574] : INFO : Epoch 1869 | loss: 0.0312248 | val_loss: 0.0312276 | Time: 1748.4 ms
[2021-03-09 12:00:38 main:574] : INFO : Epoch 1870 | loss: 0.0312237 | val_loss: 0.031228 | Time: 1834.1 ms
[2021-03-09 12:00:40 main:574] : INFO : Epoch 1871 | loss: 0.0312245 | val_loss: 0.0312284 | Time: 1544.43 ms
[2021-03-09 12:00:41 main:574] : INFO : Epoch 1872 | loss: 0.0312238 | val_loss: 0.0312274 | Time: 1616.82 ms
[2021-03-09 12:00:43 main:574] : INFO : Epoch 1873 | loss: 0.0312246 | val_loss: 0.0312283 | Time: 1743.19 ms
[2021-03-09 12:00:45 main:574] : INFO : Epoch 1874 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 1794.18 ms
[2021-03-09 12:00:46 main:574] : INFO : Epoch 1875 | loss: 0.0312236 | val_loss: 0.0312275 | Time: 1774.68 ms
[2021-03-09 12:00:48 main:574] : INFO : Epoch 1876 | loss: 0.031224 | val_loss: 0.031232 | Time: 1773.56 ms
[2021-03-09 12:00:50 main:574] : INFO : Epoch 1877 | loss: 0.0312262 | val_loss: 0.0312281 | Time: 1475.28 ms
[2021-03-09 12:00:51 main:574] : INFO : Epoch 1878 | loss: 0.0312244 | val_loss: 0.0312282 | Time: 1611.45 ms
[2021-03-09 12:00:53 main:574] : INFO : Epoch 1879 | loss: 0.0312245 | val_loss: 0.0312279 | Time: 1680.58 ms
[2021-03-09 12:00:55 main:574] : INFO : Epoch 1880 | loss: 0.0312237 | val_loss: 0.0312294 | Time: 1763.93 ms
[2021-03-09 12:00:57 main:574] : INFO : Epoch 1881 | loss: 0.0312232 | val_loss: 0.0312277 | Time: 1804.98 ms
[2021-03-09 12:00:58 main:574] : INFO : Epoch 1882 | loss: 0.031224 | val_loss: 0.0312275 | Time: 1713.37 ms
[2021-03-09 12:01:00 main:574] : INFO : Epoch 1883 | loss: 0.0312237 | val_loss: 0.0312325 | Time: 1470.13 ms
[2021-03-09 12:01:02 main:574] : INFO : Epoch 1884 | loss: 0.031224 | val_loss: 0.0312274 | Time: 1695.23 ms
[2021-03-09 12:01:03 main:574] : INFO : Epoch 1885 | loss: 0.0312231 | val_loss: 0.0312268 | Time: 1771.93 ms
[2021-03-09 12:01:05 main:574] : INFO : Epoch 1886 | loss: 0.0312232 | val_loss: 0.0312273 | Time: 1823.39 ms
[2021-03-09 12:01:07 main:574] : INFO : Epoch 1887 | loss: 0.0312243 | val_loss: 0.031229 | Time: 1786.76 ms
[2021-03-09 12:01:09 main:574] : INFO : Epoch 1888 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 1726.86 ms
[2021-03-09 12:01:10 main:574] : INFO : Epoch 1889 | loss: 0.0312238 | val_loss: 0.0312285 | Time: 1453.12 ms
[2021-03-09 12:01:12 main:574] : INFO : Epoch 1890 | loss: 0.0312241 | val_loss: 0.031232 | Time: 1756.84 ms
[2021-03-09 12:01:14 main:574] : INFO : Epoch 1891 | loss: 0.0312242 | val_loss: 0.031229 | Time: 1767.78 ms
[2021-03-09 12:01:16 main:574] : INFO : Epoch 1892 | loss: 0.0312241 | val_loss: 0.0312276 | Time: 1818.5 ms
[2021-03-09 12:01:17 main:574] : INFO : Epoch 1893 | loss: 0.0312231 | val_loss: 0.031227 | Time: 1711.84 ms
[2021-03-09 12:01:19 main:574] : INFO : Epoch 1894 | loss: 0.0312227 | val_loss: 0.0312283 | Time: 1756.51 ms
[2021-03-09 12:01:20 main:574] : INFO : Epoch 1895 | loss: 0.0312231 | val_loss: 0.0312267 | Time: 1434.37 ms
[2021-03-09 12:01:22 main:574] : INFO : Epoch 1896 | loss: 0.0312227 | val_loss: 0.0312266 | Time: 1786.65 ms
[2021-03-09 12:01:24 main:574] : INFO : Epoch 1897 | loss: 0.0312226 | val_loss: 0.0312266 | Time: 1830.98 ms
[2021-03-09 12:01:26 main:574] : INFO : Epoch 1898 | loss: 0.0312222 | val_loss: 0.0312267 | Time: 1813.12 ms
[2021-03-09 12:01:28 main:574] : INFO : Epoch 1899 | loss: 0.0312234 | val_loss: 0.0312276 | Time: 1672.3 ms
[2021-03-09 12:01:29 main:574] : INFO : Epoch 1900 | loss: 0.0312239 | val_loss: 0.0312334 | Time: 1603.95 ms
[2021-03-09 12:01:31 main:574] : INFO : Epoch 1901 | loss: 0.0312238 | val_loss: 0.0312269 | Time: 1477.88 ms
[2021-03-09 12:01:32 main:574] : INFO : Epoch 1902 | loss: 0.0312223 | val_loss: 0.0312265 | Time: 1784.58 ms
[2021-03-09 12:01:34 main:574] : INFO : Epoch 1903 | loss: 0.0312226 | val_loss: 0.0312266 | Time: 1739.14 ms
[2021-03-09 12:01:36 main:574] : INFO : Epoch 1904 | loss: 0.0312235 | val_loss: 0.0312268 | Time: 1746.34 ms
[2021-03-09 12:01:38 main:574] : INFO : Epoch 1905 | loss: 0.031223 | val_loss: 0.0312265 | Time: 1834.11 ms
[2021-03-09 12:01:39 main:574] : INFO : Epoch 1906 | loss: 0.0312227 | val_loss: 0.0312266 | Time: 1580.26 ms
[2021-03-09 12:01:41 main:574] : INFO : Epoch 1907 | loss: 0.0312222 | val_loss: 0.0312264 | Time: 1549.48 ms
[2021-03-09 12:01:43 main:574] : INFO : Epoch 1908 | loss: 0.0312228 | val_loss: 0.0312266 | Time: 1772.48 ms
[2021-03-09 12:01:45 main:574] : INFO : Epoch 1909 | loss: 0.0312238 | val_loss: 0.0312262 | Time: 1785.64 ms
[2021-03-09 12:01:46 main:574] : INFO : Epoch 1910 | loss: 0.0312232 | val_loss: 0.0312278 | Time: 1749.83 ms
[2021-03-09 12:01:48 main:574] : INFO : Epoch 1911 | loss: 0.0312239 | val_loss: 0.0312279 | Time: 1778.27 ms
[2021-03-09 12:01:50 main:574] : INFO : Epoch 1912 | loss: 0.0312231 | val_loss: 0.0312263 | Time: 1517.76 ms
[2021-03-09 12:01:51 main:574] : INFO : Epoch 1913 | loss: 0.0312241 | val_loss: 0.0312308 | Time: 1567.96 ms
[2021-03-09 12:01:53 main:574] : INFO : Epoch 1914 | loss: 0.0312274 | val_loss: 0.0312315 | Time: 1704.47 ms
[2021-03-09 12:01:55 main:574] : INFO : Epoch 1915 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 1716.25 ms
[2021-03-09 12:01:56 main:574] : INFO : Epoch 1916 | loss: 0.0312233 | val_loss: 0.0312267 | Time: 1791.86 ms
[2021-03-09 12:01:58 main:574] : INFO : Epoch 1917 | loss: 0.0312248 | val_loss: 0.0312296 | Time: 1805.21 ms
[2021-03-09 12:02:00 main:574] : INFO : Epoch 1918 | loss: 0.0312227 | val_loss: 0.0312257 | Time: 1554.88 ms
[2021-03-09 12:02:01 main:574] : INFO : Epoch 1919 | loss: 0.0312223 | val_loss: 0.0312259 | Time: 1624.4 ms
[2021-03-09 12:02:03 main:574] : INFO : Epoch 1920 | loss: 0.0312227 | val_loss: 0.0312262 | Time: 1825.2 ms
[2021-03-09 12:02:05 main:574] : INFO : Epoch 1921 | loss: 0.0312247 | val_loss: 0.031227 | Time: 1774.06 ms
[2021-03-09 12:02:07 main:574] : INFO : Epoch 1922 | loss: 0.0312222 | val_loss: 0.0312293 | Time: 1766.36 ms
[2021-03-09 12:02:09 main:574] : INFO : Epoch 1923 | loss: 0.0312226 | val_loss: 0.0312268 | Time: 1758.48 ms
[2021-03-09 12:02:10 main:574] : INFO : Epoch 1924 | loss: 0.0312225 | val_loss: 0.0312262 | Time: 1482.29 ms
[2021-03-09 12:02:12 main:574] : INFO : Epoch 1925 | loss: 0.0312233 | val_loss: 0.0312264 | Time: 1685.21 ms
[2021-03-09 12:02:14 main:574] : INFO : Epoch 1926 | loss: 0.0312222 | val_loss: 0.0312259 | Time: 1760.26 ms
[2021-03-09 12:02:15 main:574] : INFO : Epoch 1927 | loss: 0.0312218 | val_loss: 0.0312259 | Time: 1749.18 ms
[2021-03-09 12:02:17 main:574] : INFO : Epoch 1928 | loss: 0.0312237 | val_loss: 0.0312265 | Time: 1740.99 ms
[2021-03-09 12:02:19 main:574] : INFO : Epoch 1929 | loss: 0.0312228 | val_loss: 0.0312265 | Time: 1748.72 ms
[2021-03-09 12:02:20 main:574] : INFO : Epoch 1930 | loss: 0.0312225 | val_loss: 0.0312263 | Time: 1403.1 ms
[2021-03-09 12:02:22 main:574] : INFO : Epoch 1931 | loss: 0.0312223 | val_loss: 0.0312271 | Time: 1741.47 ms
[2021-03-09 12:02:24 main:574] : INFO : Epoch 1932 | loss: 0.0312217 | val_loss: 0.0312255 | Time: 1692.21 ms
[2021-03-09 12:02:25 main:574] : INFO : Epoch 1933 | loss: 0.0312216 | val_loss: 0.0312263 | Time: 1740.35 ms
[2021-03-09 12:02:27 main:574] : INFO : Epoch 1934 | loss: 0.0312216 | val_loss: 0.0312259 | Time: 1735.57 ms
[2021-03-09 12:02:29 main:574] : INFO : Epoch 1935 | loss: 0.0312231 | val_loss: 0.0312308 | Time: 1791.73 ms
[2021-03-09 12:02:30 main:574] : INFO : Epoch 1936 | loss: 0.0312244 | val_loss: 0.0312288 | Time: 1429.1 ms
[2021-03-09 12:02:32 main:574] : INFO : Epoch 1937 | loss: 0.0312234 | val_loss: 0.0312268 | Time: 1720.33 ms
[2021-03-09 12:02:34 main:574] : INFO : Epoch 1938 | loss: 0.0312224 | val_loss: 0.0312263 | Time: 1755.43 ms
[2021-03-09 12:02:36 main:574] : INFO : Epoch 1939 | loss: 0.0312224 | val_loss: 0.0312254 | Time: 1699.87 ms
[2021-03-09 12:02:37 main:574] : INFO : Epoch 1940 | loss: 0.031222 | val_loss: 0.0312268 | Time: 1783.05 ms
[2021-03-09 12:02:39 main:574] : INFO : Epoch 1941 | loss: 0.031222 | val_loss: 0.0312264 | Time: 1714.06 ms
[2021-03-09 12:02:40 main:574] : INFO : Epoch 1942 | loss: 0.0312216 | val_loss: 0.0312268 | Time: 1395.3 ms
[2021-03-09 12:02:42 main:574] : INFO : Epoch 1943 | loss: 0.0312214 | val_loss: 0.0312251 | Time: 1806.09 ms
[2021-03-09 12:02:44 main:574] : INFO : Epoch 1944 | loss: 0.0312211 | val_loss: 0.031225 | Time: 1786.74 ms
[2021-03-09 12:02:46 main:574] : INFO : Epoch 1945 | loss: 0.0312215 | val_loss: 0.0312262 | Time: 1765.13 ms
[2021-03-09 12:02:48 main:574] : INFO : Epoch 1946 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 1745.69 ms
[2021-03-09 12:02:49 main:574] : INFO : Epoch 1947 | loss: 0.0312217 | val_loss: 0.0312263 | Time: 1659.84 ms
[2021-03-09 12:02:51 main:574] : INFO : Epoch 1948 | loss: 0.0312224 | val_loss: 0.0312265 | Time: 1417.28 ms
[2021-03-09 12:02:53 main:574] : INFO : Epoch 1949 | loss: 0.0312219 | val_loss: 0.031226 | Time: 1779.48 ms
[2021-03-09 12:02:54 main:574] : INFO : Epoch 1950 | loss: 0.0312216 | val_loss: 0.0312253 | Time: 1722.51 ms
[2021-03-09 12:02:56 main:574] : INFO : Epoch 1951 | loss: 0.0312209 | val_loss: 0.031225 | Time: 1679.26 ms
[2021-03-09 12:02:58 main:574] : INFO : Epoch 1952 | loss: 0.0312214 | val_loss: 0.0312268 | Time: 1797.85 ms
[2021-03-09 12:02:59 main:574] : INFO : Epoch 1953 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 1638.01 ms
[2021-03-09 12:03:01 main:574] : INFO : Epoch 1954 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 1419.24 ms
[2021-03-09 12:03:03 main:574] : INFO : Epoch 1955 | loss: 0.0312217 | val_loss: 0.0312246 | Time: 1785.45 ms
[2021-03-09 12:03:04 main:574] : INFO : Epoch 1956 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 1764.23 ms
[2021-03-09 12:03:06 main:574] : INFO : Epoch 1957 | loss: 0.031222 | val_loss: 0.0312269 | Time: 1717.03 ms
[2021-03-09 12:03:08 main:574] : INFO : Epoch 1958 | loss: 0.0312214 | val_loss: 0.0312281 | Time: 1743.01 ms
[2021-03-09 12:03:10 main:574] : INFO : Epoch 1959 | loss: 0.0312223 | val_loss: 0.0312273 | Time: 1670.26 ms
[2021-03-09 12:03:11 main:574] : INFO : Epoch 1960 | loss: 0.0312217 | val_loss: 0.0312274 | Time: 1477.39 ms
[2021-03-09 12:03:13 main:574] : INFO : Epoch 1961 | loss: 0.0312211 | val_loss: 0.0312255 | Time: 1794.88 ms
[2021-03-09 12:03:15 main:574] : INFO : Epoch 1962 | loss: 0.0312217 | val_loss: 0.0312244 | Time: 1800.44 ms
[2021-03-09 12:03:16 main:574] : INFO : Epoch 1963 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 1800.23 ms
[2021-03-09 12:03:18 main:574] : INFO : Epoch 1964 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 1815.1 ms
[2021-03-09 12:03:20 main:574] : INFO : Epoch 1965 | loss: 0.031222 | val_loss: 0.0312265 | Time: 1598.78 ms
[2021-03-09 12:03:21 main:574] : INFO : Epoch 1966 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 1534.72 ms
[2021-03-09 12:03:23 main:574] : INFO : Epoch 1967 | loss: 0.0312205 | val_loss: 0.0312246 | Time: 1657.81 ms
[2021-03-09 12:03:25 main:574] : INFO : Epoch 1968 | loss: 0.0312222 | val_loss: 0.0312244 | Time: 1744.82 ms
[2021-03-09 12:03:27 main:574] : INFO : Epoch 1969 | loss: 0.0312219 | val_loss: 0.0312279 | Time: 1826.14 ms
[2021-03-09 12:03:28 main:574] : INFO : Epoch 1970 | loss: 0.0312222 | val_loss: 0.0312298 | Time: 1780.11 ms
[2021-03-09 12:03:30 main:574] : INFO : Epoch 1971 | loss: 0.0312216 | val_loss: 0.0312255 | Time: 1514.97 ms
[2021-03-09 12:03:32 main:574] : INFO : Epoch 1972 | loss: 0.0312206 | val_loss: 0.0312242 | Time: 1626.34 ms
[2021-03-09 12:03:33 main:574] : INFO : Epoch 1973 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 1733.39 ms
[2021-03-09 12:03:35 main:574] : INFO : Epoch 1974 | loss: 0.0312211 | val_loss: 0.031227 | Time: 1696.12 ms
[2021-03-09 12:03:37 main:574] : INFO : Epoch 1975 | loss: 0.0312222 | val_loss: 0.0312272 | Time: 1722.16 ms
[2021-03-09 12:03:39 main:574] : INFO : Epoch 1976 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 1868.65 ms
[2021-03-09 12:03:40 main:574] : INFO : Epoch 1977 | loss: 0.0312207 | val_loss: 0.0312243 | Time: 1490.39 ms
[2021-03-09 12:03:42 main:574] : INFO : Epoch 1978 | loss: 0.0312207 | val_loss: 0.0312253 | Time: 1676.26 ms
[2021-03-09 12:03:44 main:574] : INFO : Epoch 1979 | loss: 0.0312218 | val_loss: 0.0312244 | Time: 1786.74 ms
[2021-03-09 12:03:45 main:574] : INFO : Epoch 1980 | loss: 0.0312234 | val_loss: 0.0312244 | Time: 1786.29 ms
[2021-03-09 12:03:47 main:574] : INFO : Epoch 1981 | loss: 0.0312209 | val_loss: 0.031226 | Time: 1745.91 ms
[2021-03-09 12:03:49 main:574] : INFO : Epoch 1982 | loss: 0.0312207 | val_loss: 0.0312257 | Time: 1752.47 ms
[2021-03-09 12:03:50 main:574] : INFO : Epoch 1983 | loss: 0.0312204 | val_loss: 0.0312254 | Time: 1502.18 ms
[2021-03-09 12:03:52 main:574] : INFO : Epoch 1984 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 1685.37 ms
[2021-03-09 12:03:54 main:574] : INFO : Epoch 1985 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 1782.37 ms
[2021-03-09 12:03:56 main:574] : INFO : Epoch 1986 | loss: 0.0312202 | val_loss: 0.0312262 | Time: 1806.53 ms
[2021-03-09 12:03:58 main:574] : INFO : Epoch 1987 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 1774.66 ms
[2021-03-09 12:03:59 main:574] : INFO : Epoch 1988 | loss: 0.0312239 | val_loss: 0.0312243 | Time: 1781.22 ms
[2021-03-09 12:04:01 main:574] : INFO : Epoch 1989 | loss: 0.0312215 | val_loss: 0.0312237 | Time: 1420.03 ms
[2021-03-09 12:04:02 main:574] : INFO : Epoch 1990 | loss: 0.0312218 | val_loss: 0.0312258 | Time: 1743.43 ms
[2021-03-09 12:04:04 main:574] : INFO : Epoch 1991 | loss: 0.0312201 | val_loss: 0.031224 | Time: 1741.42 ms
[2021-03-09 12:04:06 main:574] : INFO : Epoch 1992 | loss: 0.0312198 | val_loss: 0.0312236 | Time: 1729.88 ms
[2021-03-09 12:04:08 main:574] : INFO : Epoch 1993 | loss: 0.0312202 | val_loss: 0.0312248 | Time: 1716.79 ms
[2021-03-09 12:04:09 main:574] : INFO : Epoch 1994 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 1692.62 ms
[2021-03-09 12:04:11 main:574] : INFO : Epoch 1995 | loss: 0.0312216 | val_loss: 0.0312257 | Time: 1477.84 ms
[2021-03-09 12:04:13 main:574] : INFO : Epoch 1996 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 1750.69 ms
[2021-03-09 12:04:14 main:574] : INFO : Epoch 1997 | loss: 0.0312205 | val_loss: 0.0312241 | Time: 1746 ms
[2021-03-09 12:04:16 main:574] : INFO : Epoch 1998 | loss: 0.031221 | val_loss: 0.031224 | Time: 1737.88 ms
[2021-03-09 12:04:18 main:574] : INFO : Epoch 1999 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 1770.73 ms
[2021-03-09 12:04:20 main:574] : INFO : Epoch 2000 | loss: 0.0312208 | val_loss: 0.0312248 | Time: 1677.47 ms
[2021-03-09 12:04:21 main:574] : INFO : Epoch 2001 | loss: 0.0312224 | val_loss: 0.0312266 | Time: 1515.35 ms
[2021-03-09 12:04:23 main:574] : INFO : Epoch 2002 | loss: 0.0312209 | val_loss: 0.0312237 | Time: 1773.59 ms
[2021-03-09 12:04:25 main:574] : INFO : Epoch 2003 | loss: 0.0312215 | val_loss: 0.0312284 | Time: 1723.59 ms
[2021-03-09 12:04:26 main:574] : INFO : Epoch 2004 | loss: 0.0312215 | val_loss: 0.031224 | Time: 1817.45 ms
[2021-03-09 12:04:28 main:574] : INFO : Epoch 2005 | loss: 0.0312199 | val_loss: 0.0312229 | Time: 1791.01 ms
[2021-03-09 12:04:30 main:574] : INFO : Epoch 2006 | loss: 0.0312205 | val_loss: 0.031223 | Time: 1613.17 ms
[2021-03-09 12:04:31 main:574] : INFO : Epoch 2007 | loss: 0.0312207 | val_loss: 0.031223 | Time: 1572.87 ms
[2021-03-09 12:04:33 main:574] : INFO : Epoch 2008 | loss: 0.0312209 | val_loss: 0.0312261 | Time: 1791.58 ms
[2021-03-09 12:04:35 main:574] : INFO : Epoch 2009 | loss: 0.0312219 | val_loss: 0.0312234 | Time: 1768.62 ms
[2021-03-09 12:04:37 main:574] : INFO : Epoch 2010 | loss: 0.0312197 | val_loss: 0.0312239 | Time: 1771 ms
[2021-03-09 12:04:39 main:574] : INFO : Epoch 2011 | loss: 0.0312196 | val_loss: 0.0312234 | Time: 1810.42 ms
[2021-03-09 12:04:40 main:574] : INFO : Epoch 2012 | loss: 0.0312197 | val_loss: 0.0312233 | Time: 1546.5 ms
[2021-03-09 12:04:42 main:574] : INFO : Epoch 2013 | loss: 0.0312197 | val_loss: 0.0312231 | Time: 1683.86 ms
[2021-03-09 12:04:44 main:574] : INFO : Epoch 2014 | loss: 0.0312217 | val_loss: 0.0312264 | Time: 1774.32 ms
[2021-03-09 12:04:45 main:574] : INFO : Epoch 2015 | loss: 0.0312196 | val_loss: 0.0312226 | Time: 1821.17 ms
[2021-03-09 12:04:47 main:574] : INFO : Epoch 2016 | loss: 0.0312193 | val_loss: 0.0312242 | Time: 1772.29 ms
[2021-03-09 12:04:49 main:574] : INFO : Epoch 2017 | loss: 0.0312206 | val_loss: 0.0312284 | Time: 1785.65 ms
[2021-03-09 12:04:51 main:574] : INFO : Epoch 2018 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 1441.91 ms
[2021-03-09 12:04:52 main:574] : INFO : Epoch 2019 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 1730.59 ms
[2021-03-09 12:04:54 main:574] : INFO : Epoch 2020 | loss: 0.03122 | val_loss: 0.031224 | Time: 1773.28 ms
[2021-03-09 12:04:56 main:574] : INFO : Epoch 2021 | loss: 0.0312206 | val_loss: 0.0312229 | Time: 1728.16 ms
[2021-03-09 12:04:57 main:574] : INFO : Epoch 2022 | loss: 0.03122 | val_loss: 0.0312249 | Time: 1708.62 ms
[2021-03-09 12:04:59 main:574] : INFO : Epoch 2023 | loss: 0.031221 | val_loss: 0.031227 | Time: 1806.45 ms
[2021-03-09 12:05:01 main:574] : INFO : Epoch 2024 | loss: 0.0312206 | val_loss: 0.0312236 | Time: 1439.17 ms
[2021-03-09 12:05:02 main:574] : INFO : Epoch 2025 | loss: 0.03122 | val_loss: 0.03123 | Time: 1736.73 ms
[2021-03-09 12:05:04 main:574] : INFO : Epoch 2026 | loss: 0.0312205 | val_loss: 0.0312256 | Time: 1680.49 ms
[2021-03-09 12:05:06 main:574] : INFO : Epoch 2027 | loss: 0.031222 | val_loss: 0.0312234 | Time: 1733.67 ms
[2021-03-09 12:05:08 main:574] : INFO : Epoch 2028 | loss: 0.0312203 | val_loss: 0.0312231 | Time: 1759.76 ms
[2021-03-09 12:05:09 main:574] : INFO : Epoch 2029 | loss: 0.03122 | val_loss: 0.0312264 | Time: 1720.2 ms
[2021-03-09 12:05:11 main:574] : INFO : Epoch 2030 | loss: 0.0312196 | val_loss: 0.0312228 | Time: 1426.52 ms
[2021-03-09 12:05:13 main:574] : INFO : Epoch 2031 | loss: 0.0312199 | val_loss: 0.0312225 | Time: 1744.56 ms
[2021-03-09 12:05:14 main:574] : INFO : Epoch 2032 | loss: 0.0312199 | val_loss: 0.0312222 | Time: 1794.84 ms
[2021-03-09 12:05:16 main:574] : INFO : Epoch 2033 | loss: 0.0312193 | val_loss: 0.0312231 | Time: 1772.44 ms
[2021-03-09 12:05:18 main:574] : INFO : Epoch 2034 | loss: 0.0312186 | val_loss: 0.031222 | Time: 1757.52 ms
[2021-03-09 12:05:20 main:574] : INFO : Epoch 2035 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 1747.73 ms
[2021-03-09 12:05:21 main:574] : INFO : Epoch 2036 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 1482.05 ms
[2021-03-09 12:05:23 main:574] : INFO : Epoch 2037 | loss: 0.0312188 | val_loss: 0.031222 | Time: 1853.14 ms
[2021-03-09 12:05:25 main:574] : INFO : Epoch 2038 | loss: 0.0312206 | val_loss: 0.0312244 | Time: 1748.26 ms
[2021-03-09 12:05:27 main:574] : INFO : Epoch 2039 | loss: 0.0312205 | val_loss: 0.0312229 | Time: 1776.96 ms
[2021-03-09 12:05:28 main:574] : INFO : Epoch 2040 | loss: 0.0312219 | val_loss: 0.0312297 | Time: 1767.64 ms
[2021-03-09 12:05:30 main:574] : INFO : Epoch 2041 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 1574.62 ms
[2021-03-09 12:05:32 main:574] : INFO : Epoch 2042 | loss: 0.0312224 | val_loss: 0.0312296 | Time: 1548.09 ms
[2021-03-09 12:05:33 main:574] : INFO : Epoch 2043 | loss: 0.0312209 | val_loss: 0.0312235 | Time: 1884.94 ms
[2021-03-09 12:05:35 main:574] : INFO : Epoch 2044 | loss: 0.0312198 | val_loss: 0.0312238 | Time: 1802.69 ms
[2021-03-09 12:05:37 main:574] : INFO : Epoch 2045 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 1735.87 ms
[2021-03-09 12:05:39 main:574] : INFO : Epoch 2046 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 1724.44 ms
[2021-03-09 12:05:40 main:574] : INFO : Epoch 2047 | loss: 0.0312195 | val_loss: 0.031223 | Time: 1495.06 ms
[2021-03-09 12:05:42 main:574] : INFO : Epoch 2048 | loss: 0.0312186 | val_loss: 0.0312248 | Time: 1569.39 ms
[2021-03-09 12:05:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312248
[2021-03-09 12:05:42 main:603] : INFO : Saving end state to config to file
[2021-03-09 12:05:42 main:608] : INFO : Success, exiting..
12:05:42 (16872): 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)