Task 14471408
| Name | ParityModified-1647048941-8997-3-0_0 |
| Workunit | 11513125 |
| Created | 6 Apr 2022, 14:01:08 UTC |
| Sent | 9 Apr 2022, 20:53:44 UTC |
| Report deadline | 17 Apr 2022, 20:53:44 UTC |
| Received | 10 Apr 2022, 7:20:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 13 min 10 sec |
| CPU time | 1 hours 0 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311219 | val_loss: 0.0311462 | Time: 1880.46 ms
[2022-04-10 08:02:57 main:574] : INFO : Epoch 1543 | loss: 0.0311195 | val_loss: 0.031148 | Time: 1826.71 ms
[2022-04-10 08:02:59 main:574] : INFO : Epoch 1544 | loss: 0.0311183 | val_loss: 0.0311475 | Time: 1807.81 ms
[2022-04-10 08:03:01 main:574] : INFO : Epoch 1545 | loss: 0.0311226 | val_loss: 0.0311464 | Time: 1756.79 ms
[2022-04-10 08:03:03 main:574] : INFO : Epoch 1546 | loss: 0.0311213 | val_loss: 0.0311463 | Time: 1967.94 ms
[2022-04-10 08:03:05 main:574] : INFO : Epoch 1547 | loss: 0.0311248 | val_loss: 0.03115 | Time: 1800.98 ms
[2022-04-10 08:03:07 main:574] : INFO : Epoch 1548 | loss: 0.0311255 | val_loss: 0.0311513 | Time: 1790.06 ms
[2022-04-10 08:03:09 main:574] : INFO : Epoch 1549 | loss: 0.031121 | val_loss: 0.0311444 | Time: 1819.08 ms
[2022-04-10 08:03:11 main:574] : INFO : Epoch 1550 | loss: 0.031119 | val_loss: 0.0311458 | Time: 1789.51 ms
[2022-04-10 08:03:12 main:574] : INFO : Epoch 1551 | loss: 0.0311189 | val_loss: 0.0311497 | Time: 1810.35 ms
[2022-04-10 08:03:14 main:574] : INFO : Epoch 1552 | loss: 0.0311215 | val_loss: 0.0311465 | Time: 1844.4 ms
[2022-04-10 08:03:16 main:574] : INFO : Epoch 1553 | loss: 0.0311209 | val_loss: 0.0311457 | Time: 1896.61 ms
[2022-04-10 08:03:18 main:574] : INFO : Epoch 1554 | loss: 0.0311201 | val_loss: 0.0311478 | Time: 1902.04 ms
[2022-04-10 08:03:20 main:574] : INFO : Epoch 1555 | loss: 0.031119 | val_loss: 0.0311456 | Time: 1778.55 ms
[2022-04-10 08:03:22 main:574] : INFO : Epoch 1556 | loss: 0.0311166 | val_loss: 0.0311482 | Time: 1884.77 ms
[2022-04-10 08:03:24 main:574] : INFO : Epoch 1557 | loss: 0.031116 | val_loss: 0.0311508 | Time: 1877.8 ms
[2022-04-10 08:03:26 main:574] : INFO : Epoch 1558 | loss: 0.0311165 | val_loss: 0.0311468 | Time: 1814.76 ms
[2022-04-10 08:03:28 main:574] : INFO : Epoch 1559 | loss: 0.0311151 | val_loss: 0.0311477 | Time: 1790.01 ms
[2022-04-10 08:03:29 main:574] : INFO : Epoch 1560 | loss: 0.0311154 | val_loss: 0.0311442 | Time: 1819.32 ms
[2022-04-10 08:03:31 main:574] : INFO : Epoch 1561 | loss: 0.0311136 | val_loss: 0.0311438 | Time: 1783.75 ms
[2022-04-10 08:03:33 main:574] : INFO : Epoch 1562 | loss: 0.0311132 | val_loss: 0.0311431 | Time: 1950.95 ms
[2022-04-10 08:03:35 main:574] : INFO : Epoch 1563 | loss: 0.031117 | val_loss: 0.0311486 | Time: 1835.17 ms
[2022-04-10 08:03:37 main:574] : INFO : Epoch 1564 | loss: 0.0311188 | val_loss: 0.0311483 | Time: 1731.03 ms
[2022-04-10 08:03:39 main:574] : INFO : Epoch 1565 | loss: 0.0311147 | val_loss: 0.0311461 | Time: 1873.92 ms
[2022-04-10 08:03:41 main:574] : INFO : Epoch 1566 | loss: 0.0311138 | val_loss: 0.0311509 | Time: 1778.24 ms
[2022-04-10 08:03:43 main:574] : INFO : Epoch 1567 | loss: 0.0311185 | val_loss: 0.0311542 | Time: 1825.65 ms
[2022-04-10 08:03:45 main:574] : INFO : Epoch 1568 | loss: 0.0311159 | val_loss: 0.0311447 | Time: 1846.79 ms
[2022-04-10 08:03:47 main:574] : INFO : Epoch 1569 | loss: 0.031114 | val_loss: 0.0311467 | Time: 1878.95 ms
[2022-04-10 08:03:49 main:574] : INFO : Epoch 1570 | loss: 0.0311151 | val_loss: 0.031147 | Time: 1896.14 ms
[2022-04-10 08:03:50 main:574] : INFO : Epoch 1571 | loss: 0.0311203 | val_loss: 0.03115 | Time: 1788.2 ms
[2022-04-10 08:03:52 main:574] : INFO : Epoch 1572 | loss: 0.0311204 | val_loss: 0.0311505 | Time: 1742.03 ms
[2022-04-10 08:03:54 main:574] : INFO : Epoch 1573 | loss: 0.0311249 | val_loss: 0.0311485 | Time: 1861.84 ms
[2022-04-10 08:03:56 main:574] : INFO : Epoch 1574 | loss: 0.031122 | val_loss: 0.0311498 | Time: 1809.94 ms
[2022-04-10 08:03:58 main:574] : INFO : Epoch 1575 | loss: 0.0311192 | val_loss: 0.0311466 | Time: 1822.09 ms
[2022-04-10 08:04:00 main:574] : INFO : Epoch 1576 | loss: 0.0311177 | val_loss: 0.0311457 | Time: 1854.58 ms
[2022-04-10 08:04:02 main:574] : INFO : Epoch 1577 | loss: 0.0311169 | val_loss: 0.0311478 | Time: 1750.55 ms
[2022-04-10 08:04:03 main:574] : INFO : Epoch 1578 | loss: 0.0311151 | val_loss: 0.0311468 | Time: 1780.82 ms
[2022-04-10 08:04:05 main:574] : INFO : Epoch 1579 | loss: 0.0311137 | val_loss: 0.031148 | Time: 1884.4 ms
[2022-04-10 08:04:07 main:574] : INFO : Epoch 1580 | loss: 0.0311143 | val_loss: 0.0311469 | Time: 1782.45 ms
[2022-04-10 08:04:09 main:574] : INFO : Epoch 1581 | loss: 0.0311152 | val_loss: 0.0311481 | Time: 1825.75 ms
[2022-04-10 08:04:11 main:574] : INFO : Epoch 1582 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 1788.78 ms
[2022-04-10 08:04:13 main:574] : INFO : Epoch 1583 | loss: 0.0311142 | val_loss: 0.0311443 | Time: 1842.93 ms
[2022-04-10 08:04:15 main:574] : INFO : Epoch 1584 | loss: 0.0311154 | val_loss: 0.0311507 | Time: 1905.73 ms
[2022-04-10 08:04:17 main:574] : INFO : Epoch 1585 | loss: 0.031115 | val_loss: 0.0311467 | Time: 1794.73 ms
[2022-04-10 08:04:18 main:574] : INFO : Epoch 1586 | loss: 0.0311173 | val_loss: 0.031152 | Time: 1759.13 ms
[2022-04-10 08:04:20 main:574] : INFO : Epoch 1587 | loss: 0.0311151 | val_loss: 0.0311466 | Time: 1833.12 ms
[2022-04-10 08:04:22 main:574] : INFO : Epoch 1588 | loss: 0.0311133 | val_loss: 0.0311444 | Time: 1776.82 ms
[2022-04-10 08:04:24 main:574] : INFO : Epoch 1589 | loss: 0.0311122 | val_loss: 0.0311442 | Time: 1999.24 ms
[2022-04-10 08:04:26 main:574] : INFO : Epoch 1590 | loss: 0.0311139 | val_loss: 0.0311474 | Time: 1780.41 ms
[2022-04-10 08:04:28 main:574] : INFO : Epoch 1591 | loss: 0.0311155 | val_loss: 0.0311502 | Time: 1785.04 ms
[2022-04-10 08:04:30 main:574] : INFO : Epoch 1592 | loss: 0.0311137 | val_loss: 0.0311468 | Time: 1897.27 ms
[2022-04-10 08:04:31 main:574] : INFO : Epoch 1593 | loss: 0.0311145 | val_loss: 0.0311487 | Time: 1780.29 ms
[2022-04-10 08:04:33 main:574] : INFO : Epoch 1594 | loss: 0.0311177 | val_loss: 0.0311473 | Time: 1832.71 ms
[2022-04-10 08:04:35 main:574] : INFO : Epoch 1595 | loss: 0.0311194 | val_loss: 0.0311479 | Time: 1822.45 ms
[2022-04-10 08:04:37 main:574] : INFO : Epoch 1596 | loss: 0.0311176 | val_loss: 0.0311457 | Time: 1831.7 ms
[2022-04-10 08:04:39 main:574] : INFO : Epoch 1597 | loss: 0.0311149 | val_loss: 0.0311453 | Time: 1845.71 ms
[2022-04-10 08:04:41 main:574] : INFO : Epoch 1598 | loss: 0.0311135 | val_loss: 0.0311417 | Time: 1810.85 ms
[2022-04-10 08:04:43 main:574] : INFO : Epoch 1599 | loss: 0.0311136 | val_loss: 0.0311412 | Time: 1777.07 ms
[2022-04-10 08:04:45 main:574] : INFO : Epoch 1600 | loss: 0.031114 | val_loss: 0.0311471 | Time: 1920.97 ms
[2022-04-10 08:04:47 main:574] : INFO : Epoch 1601 | loss: 0.0311168 | val_loss: 0.0311458 | Time: 1794.18 ms
[2022-04-10 08:04:48 main:574] : INFO : Epoch 1602 | loss: 0.0311148 | val_loss: 0.0311419 | Time: 1765.16 ms
[2022-04-10 08:04:50 main:574] : INFO : Epoch 1603 | loss: 0.0311159 | val_loss: 0.0311504 | Time: 1824.28 ms
[2022-04-10 08:04:52 main:574] : INFO : Epoch 1604 | loss: 0.0311223 | val_loss: 0.0311427 | Time: 1763.76 ms
[2022-04-10 08:04:54 main:574] : INFO : Epoch 1605 | loss: 0.0311192 | val_loss: 0.0311424 | Time: 1837.28 ms
[2022-04-10 08:04:56 main:574] : INFO : Epoch 1606 | loss: 0.0311167 | val_loss: 0.0311418 | Time: 1787.29 ms
[2022-04-10 08:04:58 main:574] : INFO : Epoch 1607 | loss: 0.0311144 | val_loss: 0.0311437 | Time: 1787.95 ms
[2022-04-10 08:05:00 main:574] : INFO : Epoch 1608 | loss: 0.0311131 | val_loss: 0.0311465 | Time: 1825.89 ms
[2022-04-10 08:05:01 main:574] : INFO : Epoch 1609 | loss: 0.0311131 | val_loss: 0.031143 | Time: 1864.91 ms
[2022-04-10 08:05:03 main:574] : INFO : Epoch 1610 | loss: 0.031112 | val_loss: 0.0311415 | Time: 1800.89 ms
[2022-04-10 08:05:05 main:574] : INFO : Epoch 1611 | loss: 0.0311154 | val_loss: 0.0311459 | Time: 1966.59 ms
[2022-04-10 08:05:07 main:574] : INFO : Epoch 1612 | loss: 0.0311214 | val_loss: 0.0311453 | Time: 1765.67 ms
[2022-04-10 08:05:09 main:574] : INFO : Epoch 1613 | loss: 0.0311201 | val_loss: 0.0311452 | Time: 1764.4 ms
[2022-04-10 08:05:11 main:574] : INFO : Epoch 1614 | loss: 0.0311168 | val_loss: 0.0311424 | Time: 1794.12 ms
[2022-04-10 08:05:13 main:574] : INFO : Epoch 1615 | loss: 0.0311156 | val_loss: 0.0311408 | Time: 1821.85 ms
[2022-04-10 08:05:15 main:574] : INFO : Epoch 1616 | loss: 0.0311153 | val_loss: 0.0311447 | Time: 1898.41 ms
[2022-04-10 08:05:17 main:574] : INFO : Epoch 1617 | loss: 0.031117 | val_loss: 0.0311451 | Time: 1887.3 ms
[2022-04-10 08:05:19 main:574] : INFO : Epoch 1618 | loss: 0.0311153 | val_loss: 0.0311414 | Time: 1958.28 ms
[2022-04-10 08:05:21 main:574] : INFO : Epoch 1619 | loss: 0.0311146 | val_loss: 0.0311458 | Time: 2170.82 ms
[2022-04-10 08:05:23 main:574] : INFO : Epoch 1620 | loss: 0.0311129 | val_loss: 0.0311391 | Time: 1912.13 ms
[2022-04-10 08:05:25 main:574] : INFO : Epoch 1621 | loss: 0.031113 | val_loss: 0.0311428 | Time: 2061.07 ms
[2022-04-10 08:05:27 main:574] : INFO : Epoch 1622 | loss: 0.031113 | val_loss: 0.0311507 | Time: 2048.05 ms
[2022-04-10 08:05:29 main:574] : INFO : Epoch 1623 | loss: 0.0311158 | val_loss: 0.0311417 | Time: 2018.71 ms
[2022-04-10 08:05:31 main:574] : INFO : Epoch 1624 | loss: 0.0311135 | val_loss: 0.0311442 | Time: 2183.59 ms
[2022-04-10 08:05:33 main:574] : INFO : Epoch 1625 | loss: 0.0311133 | val_loss: 0.0311404 | Time: 1946.76 ms
[2022-04-10 08:05:36 main:574] : INFO : Epoch 1626 | loss: 0.0311125 | val_loss: 0.0311414 | Time: 2189.12 ms
[2022-04-10 08:05:38 main:574] : INFO : Epoch 1627 | loss: 0.0311128 | val_loss: 0.0311438 | Time: 1997.56 ms
[2022-04-10 08:05:40 main:574] : INFO : Epoch 1628 | loss: 0.0311104 | val_loss: 0.0311459 | Time: 1966.47 ms
[2022-04-10 08:05:42 main:574] : INFO : Epoch 1629 | loss: 0.0311088 | val_loss: 0.0311435 | Time: 2069.96 ms
[2022-04-10 08:05:44 main:574] : INFO : Epoch 1630 | loss: 0.0311104 | val_loss: 0.0311421 | Time: 2023.22 ms
[2022-04-10 08:05:46 main:574] : INFO : Epoch 1631 | loss: 0.0311152 | val_loss: 0.031141 | Time: 2056.47 ms
[2022-04-10 08:05:48 main:574] : INFO : Epoch 1632 | loss: 0.0311152 | val_loss: 0.0311395 | Time: 2000.34 ms
[2022-04-10 08:05:50 main:574] : INFO : Epoch 1633 | loss: 0.0311124 | val_loss: 0.0311426 | Time: 2034.01 ms
[2022-04-10 08:05:52 main:574] : INFO : Epoch 1634 | loss: 0.0311148 | val_loss: 0.0311419 | Time: 2108.11 ms
[2022-04-10 08:05:54 main:574] : INFO : Epoch 1635 | loss: 0.0311147 | val_loss: 0.0311434 | Time: 1941.47 ms
[2022-04-10 08:05:57 main:574] : INFO : Epoch 1636 | loss: 0.0311208 | val_loss: 0.0311459 | Time: 2100.92 ms
[2022-04-10 08:05:59 main:574] : INFO : Epoch 1637 | loss: 0.031121 | val_loss: 0.031143 | Time: 1988.83 ms
[2022-04-10 08:06:00 main:574] : INFO : Epoch 1638 | loss: 0.0311191 | val_loss: 0.0311399 | Time: 1908.13 ms
[2022-04-10 08:06:02 main:574] : INFO : Epoch 1639 | loss: 0.0311162 | val_loss: 0.0311399 | Time: 1854.4 ms
[2022-04-10 08:06:04 main:574] : INFO : Epoch 1640 | loss: 0.0311145 | val_loss: 0.0311371 | Time: 1809.94 ms
[2022-04-10 08:06:06 main:574] : INFO : Epoch 1641 | loss: 0.0311149 | val_loss: 0.0311387 | Time: 1960.62 ms
[2022-04-10 08:06:08 main:574] : INFO : Epoch 1642 | loss: 0.0311156 | val_loss: 0.0311424 | Time: 1790.04 ms
[2022-04-10 08:06:10 main:574] : INFO : Epoch 1643 | loss: 0.0311179 | val_loss: 0.0311424 | Time: 1841.71 ms
[2022-04-10 08:06:12 main:574] : INFO : Epoch 1644 | loss: 0.0311196 | val_loss: 0.0311509 | Time: 1889.1 ms
[2022-04-10 08:06:14 main:574] : INFO : Epoch 1645 | loss: 0.0311187 | val_loss: 0.0311374 | Time: 1789.05 ms
[2022-04-10 08:06:16 main:574] : INFO : Epoch 1646 | loss: 0.0311151 | val_loss: 0.0311375 | Time: 1815.98 ms
[2022-04-10 08:06:18 main:574] : INFO : Epoch 1647 | loss: 0.0311158 | val_loss: 0.0311388 | Time: 1839.97 ms
[2022-04-10 08:06:19 main:574] : INFO : Epoch 1648 | loss: 0.0311144 | val_loss: 0.0311391 | Time: 1809.9 ms
[2022-04-10 08:06:21 main:574] : INFO : Epoch 1649 | loss: 0.0311138 | val_loss: 0.0311392 | Time: 1851.95 ms
[2022-04-10 08:06:23 main:574] : INFO : Epoch 1650 | loss: 0.0311169 | val_loss: 0.0311375 | Time: 1803.17 ms
[2022-04-10 08:06:25 main:574] : INFO : Epoch 1651 | loss: 0.0311181 | val_loss: 0.0311385 | Time: 1839.86 ms
[2022-04-10 08:06:27 main:574] : INFO : Epoch 1652 | loss: 0.0311132 | val_loss: 0.0311378 | Time: 1794.19 ms
[2022-04-10 08:06:29 main:574] : INFO : Epoch 1653 | loss: 0.0311129 | val_loss: 0.0311409 | Time: 1830.75 ms
[2022-04-10 08:06:31 main:574] : INFO : Epoch 1654 | loss: 0.031113 | val_loss: 0.0311417 | Time: 1803.82 ms
[2022-04-10 08:06:33 main:574] : INFO : Epoch 1655 | loss: 0.031113 | val_loss: 0.0311392 | Time: 1847.04 ms
[2022-04-10 08:06:35 main:574] : INFO : Epoch 1656 | loss: 0.031112 | val_loss: 0.0311375 | Time: 1795.69 ms
[2022-04-10 08:06:37 main:574] : INFO : Epoch 1657 | loss: 0.0311123 | val_loss: 0.0311384 | Time: 2014.23 ms
[2022-04-10 08:06:39 main:574] : INFO : Epoch 1658 | loss: 0.031112 | val_loss: 0.0311361 | Time: 2491.66 ms
[2022-04-10 08:06:41 main:574] : INFO : Epoch 1659 | loss: 0.0311096 | val_loss: 0.0311361 | Time: 1885.25 ms
[2022-04-10 08:06:43 main:574] : INFO : Epoch 1660 | loss: 0.0311086 | val_loss: 0.0311397 | Time: 1982.96 ms
[2022-04-10 08:06:45 main:574] : INFO : Epoch 1661 | loss: 0.0311087 | val_loss: 0.0311377 | Time: 1902.97 ms
[2022-04-10 08:06:47 main:574] : INFO : Epoch 1662 | loss: 0.0311092 | val_loss: 0.0311389 | Time: 1897.44 ms
[2022-04-10 08:06:49 main:574] : INFO : Epoch 1663 | loss: 0.0311107 | val_loss: 0.0311418 | Time: 1856.83 ms
[2022-04-10 08:06:51 main:574] : INFO : Epoch 1664 | loss: 0.0311093 | val_loss: 0.0311391 | Time: 1793.7 ms
[2022-04-10 08:06:53 main:574] : INFO : Epoch 1665 | loss: 0.0311105 | val_loss: 0.0311435 | Time: 1907.39 ms
[2022-04-10 08:06:55 main:574] : INFO : Epoch 1666 | loss: 0.0311111 | val_loss: 0.0311436 | Time: 1766.16 ms
[2022-04-10 08:06:57 main:574] : INFO : Epoch 1667 | loss: 0.0311105 | val_loss: 0.0311391 | Time: 1843.42 ms
[2022-04-10 08:06:58 main:574] : INFO : Epoch 1668 | loss: 0.0311109 | val_loss: 0.0311447 | Time: 1823.94 ms
[2022-04-10 08:07:00 main:574] : INFO : Epoch 1669 | loss: 0.0311107 | val_loss: 0.0311411 | Time: 1788.55 ms
[2022-04-10 08:07:02 main:574] : INFO : Epoch 1670 | loss: 0.0311103 | val_loss: 0.0311394 | Time: 1819.4 ms
[2022-04-10 08:07:04 main:574] : INFO : Epoch 1671 | loss: 0.0311119 | val_loss: 0.0311402 | Time: 1816.86 ms
[2022-04-10 08:07:06 main:574] : INFO : Epoch 1672 | loss: 0.0311108 | val_loss: 0.0311379 | Time: 1879.44 ms
[2022-04-10 08:07:08 main:574] : INFO : Epoch 1673 | loss: 0.0311122 | val_loss: 0.0311413 | Time: 1900.4 ms
[2022-04-10 08:07:10 main:574] : INFO : Epoch 1674 | loss: 0.0311096 | val_loss: 0.0311363 | Time: 1830.52 ms
[2022-04-10 08:07:12 main:574] : INFO : Epoch 1675 | loss: 0.0311097 | val_loss: 0.0311398 | Time: 1796.59 ms
[2022-04-10 08:07:14 main:574] : INFO : Epoch 1676 | loss: 0.0311085 | val_loss: 0.0311384 | Time: 1808.16 ms
[2022-04-10 08:07:15 main:574] : INFO : Epoch 1677 | loss: 0.0311093 | val_loss: 0.0311417 | Time: 1782.96 ms
[2022-04-10 08:07:17 main:574] : INFO : Epoch 1678 | loss: 0.0311094 | val_loss: 0.0311393 | Time: 1855.61 ms
[2022-04-10 08:07:19 main:574] : INFO : Epoch 1679 | loss: 0.0311092 | val_loss: 0.0311447 | Time: 1830.16 ms
[2022-04-10 08:07:21 main:574] : INFO : Epoch 1680 | loss: 0.0311084 | val_loss: 0.0311409 | Time: 1804.43 ms
[2022-04-10 08:07:23 main:574] : INFO : Epoch 1681 | loss: 0.0311109 | val_loss: 0.0311438 | Time: 1875.44 ms
[2022-04-10 08:07:25 main:574] : INFO : Epoch 1682 | loss: 0.0311126 | val_loss: 0.0311438 | Time: 1723.42 ms
[2022-04-10 08:07:27 main:574] : INFO : Epoch 1683 | loss: 0.0311173 | val_loss: 0.0311443 | Time: 1891.81 ms
[2022-04-10 08:07:29 main:574] : INFO : Epoch 1684 | loss: 0.031122 | val_loss: 0.0311487 | Time: 1791.48 ms
[2022-04-10 08:07:30 main:574] : INFO : Epoch 1685 | loss: 0.0311334 | val_loss: 0.0311508 | Time: 1763.44 ms
[2022-04-10 08:07:32 main:574] : INFO : Epoch 1686 | loss: 0.0311296 | val_loss: 0.0311451 | Time: 1851.32 ms
[2022-04-10 08:07:34 main:574] : INFO : Epoch 1687 | loss: 0.0311289 | val_loss: 0.031144 | Time: 2056.39 ms
[2022-04-10 08:07:36 main:574] : INFO : Epoch 1688 | loss: 0.0311307 | val_loss: 0.0311469 | Time: 1982.69 ms
[2022-04-10 08:07:38 main:574] : INFO : Epoch 1689 | loss: 0.0311295 | val_loss: 0.0311454 | Time: 1946.92 ms
[2022-04-10 08:07:40 main:574] : INFO : Epoch 1690 | loss: 0.0311263 | val_loss: 0.0311434 | Time: 1795.02 ms
[2022-04-10 08:07:42 main:574] : INFO : Epoch 1691 | loss: 0.0311239 | val_loss: 0.0311425 | Time: 1856.08 ms
[2022-04-10 08:07:44 main:574] : INFO : Epoch 1692 | loss: 0.0311218 | val_loss: 0.0311433 | Time: 1926.84 ms
[2022-04-10 08:07:46 main:574] : INFO : Epoch 1693 | loss: 0.0311217 | val_loss: 0.0311416 | Time: 1889.19 ms
[2022-04-10 08:07:48 main:574] : INFO : Epoch 1694 | loss: 0.0311193 | val_loss: 0.0311443 | Time: 1804.06 ms
[2022-04-10 08:07:50 main:574] : INFO : Epoch 1695 | loss: 0.031119 | val_loss: 0.0311426 | Time: 1898.81 ms
[2022-04-10 08:07:52 main:574] : INFO : Epoch 1696 | loss: 0.0311171 | val_loss: 0.0311438 | Time: 1867.88 ms
[2022-04-10 08:07:54 main:574] : INFO : Epoch 1697 | loss: 0.0311156 | val_loss: 0.0311438 | Time: 1944.56 ms
[2022-04-10 08:07:57 main:574] : INFO : Epoch 1698 | loss: 0.0311184 | val_loss: 0.0311461 | Time: 2108.94 ms
[2022-04-10 08:07:59 main:574] : INFO : Epoch 1699 | loss: 0.0311163 | val_loss: 0.0311433 | Time: 1860.04 ms
[2022-04-10 08:08:00 main:574] : INFO : Epoch 1700 | loss: 0.0311162 | val_loss: 0.0311445 | Time: 1847.69 ms
[2022-04-10 08:08:03 main:574] : INFO : Epoch 1701 | loss: 0.0311157 | val_loss: 0.0311436 | Time: 1931.41 ms
[2022-04-10 08:08:05 main:574] : INFO : Epoch 1702 | loss: 0.0311182 | val_loss: 0.0311433 | Time: 1844.51 ms
[2022-04-10 08:08:07 main:574] : INFO : Epoch 1703 | loss: 0.0311141 | val_loss: 0.0311415 | Time: 1915.44 ms
[2022-04-10 08:08:08 main:574] : INFO : Epoch 1704 | loss: 0.0311186 | val_loss: 0.0311431 | Time: 1833.13 ms
[2022-04-10 08:08:10 main:574] : INFO : Epoch 1705 | loss: 0.0311198 | val_loss: 0.0311416 | Time: 1851.87 ms
[2022-04-10 08:08:12 main:574] : INFO : Epoch 1706 | loss: 0.0311156 | val_loss: 0.0311453 | Time: 1824.8 ms
[2022-04-10 08:08:14 main:574] : INFO : Epoch 1707 | loss: 0.031117 | val_loss: 0.0311499 | Time: 1941.43 ms
[2022-04-10 08:08:17 main:574] : INFO : Epoch 1708 | loss: 0.0311155 | val_loss: 0.0311407 | Time: 1993.92 ms
[2022-04-10 08:08:19 main:574] : INFO : Epoch 1709 | loss: 0.0311137 | val_loss: 0.0311414 | Time: 1869.29 ms
[2022-04-10 08:08:21 main:574] : INFO : Epoch 1710 | loss: 0.0311166 | val_loss: 0.031142 | Time: 1796.24 ms
[2022-04-10 08:08:23 main:574] : INFO : Epoch 1711 | loss: 0.0311174 | val_loss: 0.031144 | Time: 1852.42 ms
[2022-04-10 08:08:25 main:574] : INFO : Epoch 1712 | loss: 0.0311169 | val_loss: 0.031145 | Time: 1961.24 ms
[2022-04-10 08:08:27 main:574] : INFO : Epoch 1713 | loss: 0.0311155 | val_loss: 0.0311421 | Time: 1851 ms
[2022-04-10 08:08:28 main:574] : INFO : Epoch 1714 | loss: 0.0311153 | val_loss: 0.0311423 | Time: 1817.75 ms
[2022-04-10 08:08:30 main:574] : INFO : Epoch 1715 | loss: 0.0311149 | val_loss: 0.0311466 | Time: 1818.89 ms
[2022-04-10 08:08:32 main:574] : INFO : Epoch 1716 | loss: 0.0311157 | val_loss: 0.0311505 | Time: 1796.49 ms
[2022-04-10 08:08:34 main:574] : INFO : Epoch 1717 | loss: 0.03112 | val_loss: 0.0311442 | Time: 1865.11 ms
[2022-04-10 08:08:36 main:574] : INFO : Epoch 1718 | loss: 0.0311168 | val_loss: 0.0311425 | Time: 1754.19 ms
[2022-04-10 08:08:38 main:574] : INFO : Epoch 1719 | loss: 0.0311149 | val_loss: 0.0311422 | Time: 1860.55 ms
[2022-04-10 08:08:40 main:574] : INFO : Epoch 1720 | loss: 0.0311149 | val_loss: 0.0311459 | Time: 1947 ms
[2022-04-10 08:08:42 main:574] : INFO : Epoch 1721 | loss: 0.0311129 | val_loss: 0.0311431 | Time: 1775.51 ms
[2022-04-10 08:08:44 main:574] : INFO : Epoch 1722 | loss: 0.0311135 | val_loss: 0.0311437 | Time: 1860.2 ms
[2022-04-10 08:08:45 main:574] : INFO : Epoch 1723 | loss: 0.0311136 | val_loss: 0.0311472 | Time: 1897.24 ms
[2022-04-10 08:08:48 main:574] : INFO : Epoch 1724 | loss: 0.0311152 | val_loss: 0.0311503 | Time: 2146.92 ms
[2022-04-10 08:08:50 main:574] : INFO : Epoch 1725 | loss: 0.0311119 | val_loss: 0.031141 | Time: 1917.44 ms
[2022-04-10 08:08:52 main:574] : INFO : Epoch 1726 | loss: 0.0311106 | val_loss: 0.0311452 | Time: 1813.22 ms
[2022-04-10 08:08:53 main:574] : INFO : Epoch 1727 | loss: 0.0311126 | val_loss: 0.0311393 | Time: 1862.95 ms
[2022-04-10 08:08:55 main:574] : INFO : Epoch 1728 | loss: 0.0311132 | val_loss: 0.0311436 | Time: 1887.98 ms
[2022-04-10 08:08:58 main:574] : INFO : Epoch 1729 | loss: 0.0311131 | val_loss: 0.0311417 | Time: 2032.61 ms
[2022-04-10 08:09:00 main:574] : INFO : Epoch 1730 | loss: 0.0311108 | val_loss: 0.0311374 | Time: 1905.05 ms
[2022-04-10 08:09:02 main:574] : INFO : Epoch 1731 | loss: 0.031109 | val_loss: 0.0311398 | Time: 1821.68 ms
[2022-04-10 08:09:03 main:574] : INFO : Epoch 1732 | loss: 0.0311112 | val_loss: 0.0311397 | Time: 1789.08 ms
[2022-04-10 08:09:05 main:574] : INFO : Epoch 1733 | loss: 0.0311117 | val_loss: 0.0311401 | Time: 1834.1 ms
[2022-04-10 08:09:07 main:574] : INFO : Epoch 1734 | loss: 0.031109 | val_loss: 0.0311444 | Time: 1834.5 ms
[2022-04-10 08:09:09 main:574] : INFO : Epoch 1735 | loss: 0.0311126 | val_loss: 0.0311457 | Time: 1831.31 ms
[2022-04-10 08:09:11 main:574] : INFO : Epoch 1736 | loss: 0.0311352 | val_loss: 0.0311441 | Time: 1944.02 ms
[2022-04-10 08:09:13 main:574] : INFO : Epoch 1737 | loss: 0.0311337 | val_loss: 0.0311469 | Time: 1877.97 ms
[2022-04-10 08:09:15 main:574] : INFO : Epoch 1738 | loss: 0.0311308 | val_loss: 0.0311485 | Time: 1829.62 ms
[2022-04-10 08:09:17 main:574] : INFO : Epoch 1739 | loss: 0.0311265 | val_loss: 0.0311471 | Time: 1790.32 ms
[2022-04-10 08:09:19 main:574] : INFO : Epoch 1740 | loss: 0.0311249 | val_loss: 0.0311492 | Time: 1856.29 ms
[2022-04-10 08:09:21 main:574] : INFO : Epoch 1741 | loss: 0.031123 | val_loss: 0.031145 | Time: 1843.39 ms
[2022-04-10 08:09:22 main:574] : INFO : Epoch 1742 | loss: 0.0311211 | val_loss: 0.0311434 | Time: 1835.58 ms
[2022-04-10 08:09:24 main:574] : INFO : Epoch 1743 | loss: 0.0311183 | val_loss: 0.0311458 | Time: 1828.94 ms
[2022-04-10 08:09:26 main:574] : INFO : Epoch 1744 | loss: 0.0311175 | val_loss: 0.0311422 | Time: 1846.42 ms
[2022-04-10 08:09:28 main:574] : INFO : Epoch 1745 | loss: 0.031117 | val_loss: 0.031144 | Time: 1849.99 ms
[2022-04-10 08:09:30 main:574] : INFO : Epoch 1746 | loss: 0.0311151 | val_loss: 0.0311413 | Time: 1866.82 ms
[2022-04-10 08:09:32 main:574] : INFO : Epoch 1747 | loss: 0.0311144 | val_loss: 0.0311443 | Time: 1827.77 ms
[2022-04-10 08:09:34 main:574] : INFO : Epoch 1748 | loss: 0.0311183 | val_loss: 0.0311412 | Time: 1829.77 ms
[2022-04-10 08:09:36 main:574] : INFO : Epoch 1749 | loss: 0.0311212 | val_loss: 0.0311447 | Time: 1844.48 ms
[2022-04-10 08:09:38 main:574] : INFO : Epoch 1750 | loss: 0.0311199 | val_loss: 0.0311441 | Time: 1917.51 ms
[2022-04-10 08:09:40 main:574] : INFO : Epoch 1751 | loss: 0.031118 | val_loss: 0.0311419 | Time: 1799.84 ms
[2022-04-10 08:09:42 main:574] : INFO : Epoch 1752 | loss: 0.0311189 | val_loss: 0.0311431 | Time: 1913.71 ms
[2022-04-10 08:09:44 main:574] : INFO : Epoch 1753 | loss: 0.031117 | val_loss: 0.0311437 | Time: 1867.57 ms
[2022-04-10 08:09:45 main:574] : INFO : Epoch 1754 | loss: 0.0311169 | val_loss: 0.0311478 | Time: 1901.23 ms
[2022-04-10 08:09:47 main:574] : INFO : Epoch 1755 | loss: 0.0311186 | val_loss: 0.0311446 | Time: 1811.3 ms
[2022-04-10 08:09:49 main:574] : INFO : Epoch 1756 | loss: 0.0311176 | val_loss: 0.0311462 | Time: 1860.71 ms
[2022-04-10 08:09:51 main:574] : INFO : Epoch 1757 | loss: 0.0311157 | val_loss: 0.0311459 | Time: 1856.61 ms
[2022-04-10 08:09:53 main:574] : INFO : Epoch 1758 | loss: 0.031113 | val_loss: 0.0311492 | Time: 1793.76 ms
[2022-04-10 08:09:55 main:574] : INFO : Epoch 1759 | loss: 0.0311157 | val_loss: 0.0311579 | Time: 1762.31 ms
[2022-04-10 08:09:57 main:574] : INFO : Epoch 1760 | loss: 0.0311132 | val_loss: 0.0311395 | Time: 1890.43 ms
[2022-04-10 08:09:59 main:574] : INFO : Epoch 1761 | loss: 0.0311118 | val_loss: 0.0311428 | Time: 1959.14 ms
[2022-04-10 08:10:01 main:574] : INFO : Epoch 1762 | loss: 0.0311119 | val_loss: 0.0311431 | Time: 1900.22 ms
[2022-04-10 08:10:03 main:574] : INFO : Epoch 1763 | loss: 0.0311129 | val_loss: 0.0311465 | Time: 1860.72 ms
[2022-04-10 08:10:05 main:574] : INFO : Epoch 1764 | loss: 0.0311138 | val_loss: 0.0311444 | Time: 1854.52 ms
[2022-04-10 08:10:07 main:574] : INFO : Epoch 1765 | loss: 0.0311111 | val_loss: 0.0311421 | Time: 1865.74 ms
[2022-04-10 08:10:08 main:574] : INFO : Epoch 1766 | loss: 0.03111 | val_loss: 0.0311474 | Time: 1925.08 ms
[2022-04-10 08:10:10 main:574] : INFO : Epoch 1767 | loss: 0.0311087 | val_loss: 0.0311476 | Time: 1778.46 ms
[2022-04-10 08:10:12 main:574] : INFO : Epoch 1768 | loss: 0.0311087 | val_loss: 0.0311499 | Time: 1844.97 ms
[2022-04-10 08:10:14 main:574] : INFO : Epoch 1769 | loss: 0.0311079 | val_loss: 0.0311476 | Time: 1828.69 ms
[2022-04-10 08:10:16 main:574] : INFO : Epoch 1770 | loss: 0.0311084 | val_loss: 0.0311432 | Time: 1966.34 ms
[2022-04-10 08:10:18 main:574] : INFO : Epoch 1771 | loss: 0.0311091 | val_loss: 0.0311479 | Time: 2072.53 ms
[2022-04-10 08:10:20 main:574] : INFO : Epoch 1772 | loss: 0.0311069 | val_loss: 0.0311467 | Time: 1852.18 ms
[2022-04-10 08:10:22 main:574] : INFO : Epoch 1773 | loss: 0.0311098 | val_loss: 0.0311595 | Time: 1745.35 ms
[2022-04-10 08:10:24 main:574] : INFO : Epoch 1774 | loss: 0.0311081 | val_loss: 0.0311487 | Time: 1822.22 ms
[2022-04-10 08:10:26 main:574] : INFO : Epoch 1775 | loss: 0.031106 | val_loss: 0.0311481 | Time: 1817.28 ms
[2022-04-10 08:10:29 main:574] : INFO : Epoch 1776 | loss: 0.0311072 | val_loss: 0.0311535 | Time: 2611.83 ms
[2022-04-10 08:10:31 main:574] : INFO : Epoch 1777 | loss: 0.0311071 | val_loss: 0.0311468 | Time: 1895.05 ms
[2022-04-10 08:10:33 main:574] : INFO : Epoch 1778 | loss: 0.0311074 | val_loss: 0.0311447 | Time: 1806.23 ms
[2022-04-10 08:10:35 main:574] : INFO : Epoch 1779 | loss: 0.0311081 | val_loss: 0.0311512 | Time: 1839.02 ms
[2022-04-10 08:10:37 main:574] : INFO : Epoch 1780 | loss: 0.0311107 | val_loss: 0.0311466 | Time: 1795.14 ms
[2022-04-10 08:10:39 main:574] : INFO : Epoch 1781 | loss: 0.03111 | val_loss: 0.0311593 | Time: 1878.75 ms
[2022-04-10 08:10:41 main:574] : INFO : Epoch 1782 | loss: 0.0311083 | val_loss: 0.0311461 | Time: 1789.03 ms
[2022-04-10 08:10:42 main:574] : INFO : Epoch 1783 | loss: 0.0311056 | val_loss: 0.0311443 | Time: 1767.53 ms
[2022-04-10 08:10:44 main:574] : INFO : Epoch 1784 | loss: 0.0311058 | val_loss: 0.0311474 | Time: 1914.66 ms
[2022-04-10 08:10:46 main:574] : INFO : Epoch 1785 | loss: 0.0311052 | val_loss: 0.0311481 | Time: 1841.99 ms
[2022-04-10 08:10:48 main:574] : INFO : Epoch 1786 | loss: 0.0311054 | val_loss: 0.0311474 | Time: 1796.73 ms
[2022-04-10 08:10:50 main:574] : INFO : Epoch 1787 | loss: 0.0311054 | val_loss: 0.031149 | Time: 1890.29 ms
[2022-04-10 08:10:52 main:574] : INFO : Epoch 1788 | loss: 0.0311058 | val_loss: 0.0311464 | Time: 1849.43 ms
[2022-04-10 08:10:54 main:574] : INFO : Epoch 1789 | loss: 0.031109 | val_loss: 0.0311559 | Time: 1798.77 ms
[2022-04-10 08:10:56 main:574] : INFO : Epoch 1790 | loss: 0.0311077 | val_loss: 0.0311463 | Time: 1791.38 ms
[2022-04-10 08:10:57 main:574] : INFO : Epoch 1791 | loss: 0.0311089 | val_loss: 0.03115 | Time: 1809.72 ms
[2022-04-10 08:10:59 main:574] : INFO : Epoch 1792 | loss: 0.0311077 | val_loss: 0.0311462 | Time: 1961.75 ms
[2022-04-10 08:11:01 main:574] : INFO : Epoch 1793 | loss: 0.0311048 | val_loss: 0.0311467 | Time: 1747.65 ms
[2022-04-10 08:11:03 main:574] : INFO : Epoch 1794 | loss: 0.0311054 | val_loss: 0.0311525 | Time: 1780.83 ms
[2022-04-10 08:11:05 main:574] : INFO : Epoch 1795 | loss: 0.0311047 | val_loss: 0.0311531 | Time: 1775.01 ms
[2022-04-10 08:11:07 main:574] : INFO : Epoch 1796 | loss: 0.0311054 | val_loss: 0.0311487 | Time: 1886.6 ms
[2022-04-10 08:11:09 main:574] : INFO : Epoch 1797 | loss: 0.031106 | val_loss: 0.0311403 | Time: 1894.07 ms
[2022-04-10 08:11:11 main:574] : INFO : Epoch 1798 | loss: 0.0311057 | val_loss: 0.0311435 | Time: 1730.94 ms
[2022-04-10 08:11:13 main:574] : INFO : Epoch 1799 | loss: 0.0311137 | val_loss: 0.0311408 | Time: 1924.97 ms
[2022-04-10 08:11:15 main:574] : INFO : Epoch 1800 | loss: 0.0311153 | val_loss: 0.0311455 | Time: 1885.26 ms
[2022-04-10 08:11:17 main:574] : INFO : Epoch 1801 | loss: 0.0311152 | val_loss: 0.0311457 | Time: 2091.09 ms
[2022-04-10 08:11:19 main:574] : INFO : Epoch 1802 | loss: 0.0311117 | val_loss: 0.0311425 | Time: 2017.76 ms
[2022-04-10 08:11:21 main:574] : INFO : Epoch 1803 | loss: 0.0311132 | val_loss: 0.0311421 | Time: 2135.31 ms
[2022-04-10 08:11:23 main:574] : INFO : Epoch 1804 | loss: 0.0311123 | val_loss: 0.0311421 | Time: 1984.46 ms
[2022-04-10 08:11:25 main:574] : INFO : Epoch 1805 | loss: 0.0311131 | val_loss: 0.0311475 | Time: 2051.34 ms
[2022-04-10 08:11:27 main:574] : INFO : Epoch 1806 | loss: 0.0311113 | val_loss: 0.0311401 | Time: 2174.31 ms
[2022-04-10 08:11:30 main:574] : INFO : Epoch 1807 | loss: 0.0311093 | val_loss: 0.0311479 | Time: 2324.68 ms
[2022-04-10 08:11:32 main:574] : INFO : Epoch 1808 | loss: 0.0311115 | val_loss: 0.0311454 | Time: 1819.5 ms
[2022-04-10 08:11:33 main:574] : INFO : Epoch 1809 | loss: 0.0311091 | val_loss: 0.0311432 | Time: 1819.36 ms
[2022-04-10 08:11:35 main:574] : INFO : Epoch 1810 | loss: 0.0311082 | val_loss: 0.0311409 | Time: 1804.18 ms
[2022-04-10 08:11:37 main:574] : INFO : Epoch 1811 | loss: 0.0311082 | val_loss: 0.0311505 | Time: 1844.19 ms
[2022-04-10 08:11:39 main:574] : INFO : Epoch 1812 | loss: 0.0311088 | val_loss: 0.0311418 | Time: 1836.94 ms
[2022-04-10 08:11:41 main:574] : INFO : Epoch 1813 | loss: 0.0311055 | val_loss: 0.0311417 | Time: 1862.04 ms
[2022-04-10 08:11:43 main:574] : INFO : Epoch 1814 | loss: 0.0311072 | val_loss: 0.0311419 | Time: 1888.64 ms
[2022-04-10 08:11:45 main:574] : INFO : Epoch 1815 | loss: 0.0311054 | val_loss: 0.0311408 | Time: 1799.86 ms
[2022-04-10 08:11:47 main:574] : INFO : Epoch 1816 | loss: 0.0311059 | val_loss: 0.031144 | Time: 1859.99 ms
[2022-04-10 08:11:49 main:574] : INFO : Epoch 1817 | loss: 0.0311042 | val_loss: 0.0311433 | Time: 1786.36 ms
[2022-04-10 08:11:50 main:574] : INFO : Epoch 1818 | loss: 0.031104 | val_loss: 0.0311427 | Time: 1887.55 ms
[2022-04-10 08:11:52 main:574] : INFO : Epoch 1819 | loss: 0.0311026 | val_loss: 0.0311429 | Time: 1819.26 ms
[2022-04-10 08:11:54 main:574] : INFO : Epoch 1820 | loss: 0.0311026 | val_loss: 0.0311421 | Time: 1760.04 ms
[2022-04-10 08:11:56 main:574] : INFO : Epoch 1821 | loss: 0.0311023 | val_loss: 0.0311456 | Time: 1791.6 ms
[2022-04-10 08:11:58 main:574] : INFO : Epoch 1822 | loss: 0.0311022 | val_loss: 0.0311413 | Time: 1850.37 ms
[2022-04-10 08:12:00 main:574] : INFO : Epoch 1823 | loss: 0.0311002 | val_loss: 0.0311428 | Time: 1975.37 ms
[2022-04-10 08:12:02 main:574] : INFO : Epoch 1824 | loss: 0.0311003 | val_loss: 0.0311441 | Time: 1861.88 ms
[2022-04-10 08:12:04 main:574] : INFO : Epoch 1825 | loss: 0.0311016 | val_loss: 0.0311503 | Time: 1800.81 ms
[2022-04-10 08:12:05 main:574] : INFO : Epoch 1826 | loss: 0.0311049 | val_loss: 0.0311434 | Time: 1802.57 ms
[2022-04-10 08:12:07 main:574] : INFO : Epoch 1827 | loss: 0.0311033 | val_loss: 0.0311451 | Time: 1819.77 ms
[2022-04-10 08:12:09 main:574] : INFO : Epoch 1828 | loss: 0.0311032 | val_loss: 0.0311436 | Time: 1760.98 ms
[2022-04-10 08:12:11 main:574] : INFO : Epoch 1829 | loss: 0.0311017 | val_loss: 0.0311397 | Time: 1854.42 ms
[2022-04-10 08:12:13 main:574] : INFO : Epoch 1830 | loss: 0.0311009 | val_loss: 0.0311429 | Time: 1918.42 ms
[2022-04-10 08:12:15 main:574] : INFO : Epoch 1831 | loss: 0.0311016 | val_loss: 0.0311553 | Time: 1855.52 ms
[2022-04-10 08:12:17 main:574] : INFO : Epoch 1832 | loss: 0.0311015 | val_loss: 0.0311395 | Time: 1940.91 ms
[2022-04-10 08:12:19 main:574] : INFO : Epoch 1833 | loss: 0.0311036 | val_loss: 0.0311394 | Time: 2209.78 ms
[2022-04-10 08:12:21 main:574] : INFO : Epoch 1834 | loss: 0.031105 | val_loss: 0.031145 | Time: 1958.69 ms
[2022-04-10 08:12:23 main:574] : INFO : Epoch 1835 | loss: 0.0311053 | val_loss: 0.0311411 | Time: 1839.82 ms
[2022-04-10 08:12:25 main:574] : INFO : Epoch 1836 | loss: 0.0311028 | val_loss: 0.0311433 | Time: 1797.21 ms
[2022-04-10 08:12:27 main:574] : INFO : Epoch 1837 | loss: 0.0311013 | val_loss: 0.0311436 | Time: 1860.55 ms
[2022-04-10 08:12:29 main:574] : INFO : Epoch 1838 | loss: 0.0311017 | val_loss: 0.0311466 | Time: 1781.39 ms
[2022-04-10 08:12:31 main:574] : INFO : Epoch 1839 | loss: 0.0311011 | val_loss: 0.0311453 | Time: 1897.24 ms
[2022-04-10 08:12:33 main:574] : INFO : Epoch 1840 | loss: 0.031099 | val_loss: 0.0311463 | Time: 1920.65 ms
[2022-04-10 08:12:34 main:574] : INFO : Epoch 1841 | loss: 0.0311 | val_loss: 0.0311427 | Time: 1818.69 ms
[2022-04-10 08:12:36 main:574] : INFO : Epoch 1842 | loss: 0.0311005 | val_loss: 0.0311398 | Time: 1821.66 ms
[2022-04-10 08:12:38 main:574] : INFO : Epoch 1843 | loss: 0.0311021 | val_loss: 0.0311435 | Time: 1870.94 ms
[2022-04-10 08:12:40 main:574] : INFO : Epoch 1844 | loss: 0.0310993 | val_loss: 0.0311397 | Time: 1876.33 ms
[2022-04-10 08:12:42 main:574] : INFO : Epoch 1845 | loss: 0.0311007 | val_loss: 0.0311444 | Time: 1828.62 ms
[2022-04-10 08:12:44 main:574] : INFO : Epoch 1846 | loss: 0.0311018 | val_loss: 0.0311405 | Time: 1856.5 ms
[2022-04-10 08:12:46 main:574] : INFO : Epoch 1847 | loss: 0.0311066 | val_loss: 0.0311454 | Time: 1769.56 ms
[2022-04-10 08:12:48 main:574] : INFO : Epoch 1848 | loss: 0.0311089 | val_loss: 0.0311412 | Time: 1850.08 ms
[2022-04-10 08:12:49 main:574] : INFO : Epoch 1849 | loss: 0.0311089 | val_loss: 0.0311412 | Time: 1820.82 ms
[2022-04-10 08:12:51 main:574] : INFO : Epoch 1850 | loss: 0.0311201 | val_loss: 0.0311468 | Time: 1844.72 ms
[2022-04-10 08:12:53 main:574] : INFO : Epoch 1851 | loss: 0.0311208 | val_loss: 0.0311463 | Time: 1808.77 ms
[2022-04-10 08:12:55 main:574] : INFO : Epoch 1852 | loss: 0.0311159 | val_loss: 0.031148 | Time: 1817.43 ms
[2022-04-10 08:12:57 main:574] : INFO : Epoch 1853 | loss: 0.0311161 | val_loss: 0.0311466 | Time: 1839.32 ms
[2022-04-10 08:12:59 main:574] : INFO : Epoch 1854 | loss: 0.0311189 | val_loss: 0.0311399 | Time: 1812.21 ms
[2022-04-10 08:13:01 main:574] : INFO : Epoch 1855 | loss: 0.0311159 | val_loss: 0.0311418 | Time: 1870.1 ms
[2022-04-10 08:13:03 main:574] : INFO : Epoch 1856 | loss: 0.0311185 | val_loss: 0.0311388 | Time: 1811.43 ms
[2022-04-10 08:13:05 main:574] : INFO : Epoch 1857 | loss: 0.0311182 | val_loss: 0.0311335 | Time: 1816.5 ms
[2022-04-10 08:13:06 main:574] : INFO : Epoch 1858 | loss: 0.0311172 | val_loss: 0.0311366 | Time: 1787.11 ms
[2022-04-10 08:13:08 main:574] : INFO : Epoch 1859 | loss: 0.0311183 | val_loss: 0.0311362 | Time: 1807.21 ms
[2022-04-10 08:13:10 main:574] : INFO : Epoch 1860 | loss: 0.0311154 | val_loss: 0.0311355 | Time: 1802.77 ms
[2022-04-10 08:13:12 main:574] : INFO : Epoch 1861 | loss: 0.0311143 | val_loss: 0.031135 | Time: 1898.23 ms
[2022-04-10 08:13:14 main:574] : INFO : Epoch 1862 | loss: 0.0311118 | val_loss: 0.0311362 | Time: 1816.26 ms
[2022-04-10 08:13:16 main:574] : INFO : Epoch 1863 | loss: 0.0311083 | val_loss: 0.0311407 | Time: 1793.71 ms
[2022-04-10 08:13:18 main:574] : INFO : Epoch 1864 | loss: 0.0311097 | val_loss: 0.0311402 | Time: 1837.29 ms
[2022-04-10 08:13:20 main:574] : INFO : Epoch 1865 | loss: 0.0311101 | val_loss: 0.0311385 | Time: 1925.74 ms
[2022-04-10 08:13:22 main:574] : INFO : Epoch 1866 | loss: 0.0311099 | val_loss: 0.0311362 | Time: 1960.09 ms
[2022-04-10 08:13:24 main:574] : INFO : Epoch 1867 | loss: 0.0311072 | val_loss: 0.0311405 | Time: 1822.67 ms
[2022-04-10 08:13:25 main:574] : INFO : Epoch 1868 | loss: 0.0311062 | val_loss: 0.0311385 | Time: 1842.14 ms
[2022-04-10 08:13:27 main:574] : INFO : Epoch 1869 | loss: 0.0311073 | val_loss: 0.03114 | Time: 1890.79 ms
[2022-04-10 08:13:29 main:574] : INFO : Epoch 1870 | loss: 0.0311074 | val_loss: 0.031144 | Time: 1818.29 ms
[2022-04-10 08:13:31 main:574] : INFO : Epoch 1871 | loss: 0.031106 | val_loss: 0.0311387 | Time: 1915.61 ms
[2022-04-10 08:13:33 main:574] : INFO : Epoch 1872 | loss: 0.0311071 | val_loss: 0.0311356 | Time: 1797.95 ms
[2022-04-10 08:13:35 main:574] : INFO : Epoch 1873 | loss: 0.031107 | val_loss: 0.0311382 | Time: 1806.08 ms
[2022-04-10 08:13:37 main:574] : INFO : Epoch 1874 | loss: 0.0311078 | val_loss: 0.0311354 | Time: 1830.68 ms
[2022-04-10 08:13:39 main:574] : INFO : Epoch 1875 | loss: 0.031104 | val_loss: 0.0311376 | Time: 1855.65 ms
[2022-04-10 08:13:41 main:574] : INFO : Epoch 1876 | loss: 0.0311037 | val_loss: 0.031139 | Time: 1801.07 ms
[2022-04-10 08:13:43 main:574] : INFO : Epoch 1877 | loss: 0.0311036 | val_loss: 0.0311388 | Time: 1883.62 ms
[2022-04-10 08:13:44 main:574] : INFO : Epoch 1878 | loss: 0.0311046 | val_loss: 0.0311425 | Time: 1861.78 ms
[2022-04-10 08:13:46 main:574] : INFO : Epoch 1879 | loss: 0.0311066 | val_loss: 0.0311433 | Time: 1794.55 ms
[2022-04-10 08:13:48 main:574] : INFO : Epoch 1880 | loss: 0.0311065 | val_loss: 0.031141 | Time: 1866.71 ms
[2022-04-10 08:13:50 main:574] : INFO : Epoch 1881 | loss: 0.0311065 | val_loss: 0.0311414 | Time: 1898.73 ms
[2022-04-10 08:13:52 main:574] : INFO : Epoch 1882 | loss: 0.031105 | val_loss: 0.0311393 | Time: 1862.09 ms
[2022-04-10 08:13:54 main:574] : INFO : Epoch 1883 | loss: 0.0311031 | val_loss: 0.0311401 | Time: 1780.39 ms
[2022-04-10 08:13:56 main:574] : INFO : Epoch 1884 | loss: 0.0311015 | val_loss: 0.0311376 | Time: 1836.26 ms
[2022-04-10 08:13:58 main:574] : INFO : Epoch 1885 | loss: 0.0311002 | val_loss: 0.0311419 | Time: 1893.69 ms
[2022-04-10 08:14:00 main:574] : INFO : Epoch 1886 | loss: 0.0310994 | val_loss: 0.0311391 | Time: 1848.59 ms
[2022-04-10 08:14:02 main:574] : INFO : Epoch 1887 | loss: 0.0310987 | val_loss: 0.031136 | Time: 1894.8 ms
[2022-04-10 08:14:03 main:574] : INFO : Epoch 1888 | loss: 0.0310992 | val_loss: 0.03114 | Time: 1827.42 ms
[2022-04-10 08:14:05 main:574] : INFO : Epoch 1889 | loss: 0.031099 | val_loss: 0.0311426 | Time: 1828.06 ms
[2022-04-10 08:14:07 main:574] : INFO : Epoch 1890 | loss: 0.0311046 | val_loss: 0.0311371 | Time: 1764.31 ms
[2022-04-10 08:14:09 main:574] : INFO : Epoch 1891 | loss: 0.031104 | val_loss: 0.0311396 | Time: 1829.07 ms
[2022-04-10 08:14:11 main:574] : INFO : Epoch 1892 | loss: 0.0311032 | val_loss: 0.0311349 | Time: 1787.78 ms
[2022-04-10 08:14:13 main:574] : INFO : Epoch 1893 | loss: 0.0311004 | val_loss: 0.031137 | Time: 1957.05 ms
[2022-04-10 08:14:15 main:574] : INFO : Epoch 1894 | loss: 0.0311003 | val_loss: 0.0311375 | Time: 1829.24 ms
[2022-04-10 08:14:17 main:574] : INFO : Epoch 1895 | loss: 0.0311011 | val_loss: 0.031137 | Time: 1752.65 ms
[2022-04-10 08:14:18 main:574] : INFO : Epoch 1896 | loss: 0.0310999 | val_loss: 0.0311369 | Time: 1778.8 ms
[2022-04-10 08:14:20 main:574] : INFO : Epoch 1897 | loss: 0.0310988 | val_loss: 0.0311441 | Time: 1842.54 ms
[2022-04-10 08:14:22 main:574] : INFO : Epoch 1898 | loss: 0.0311019 | val_loss: 0.0311436 | Time: 1910.48 ms
[2022-04-10 08:14:24 main:574] : INFO : Epoch 1899 | loss: 0.0311046 | val_loss: 0.0311446 | Time: 1795.28 ms
[2022-04-10 08:14:26 main:574] : INFO : Epoch 1900 | loss: 0.0311071 | val_loss: 0.0311399 | Time: 1737.54 ms
[2022-04-10 08:14:28 main:574] : INFO : Epoch 1901 | loss: 0.0311054 | val_loss: 0.031141 | Time: 1946.67 ms
[2022-04-10 08:14:30 main:574] : INFO : Epoch 1902 | loss: 0.0311022 | val_loss: 0.0311438 | Time: 1793.06 ms
[2022-04-10 08:14:32 main:574] : INFO : Epoch 1903 | loss: 0.0311026 | val_loss: 0.0311399 | Time: 1858.05 ms
[2022-04-10 08:14:34 main:574] : INFO : Epoch 1904 | loss: 0.0311059 | val_loss: 0.0311375 | Time: 1957.07 ms
[2022-04-10 08:14:36 main:574] : INFO : Epoch 1905 | loss: 0.0311097 | val_loss: 0.0311463 | Time: 1842.3 ms
[2022-04-10 08:14:37 main:574] : INFO : Epoch 1906 | loss: 0.031112 | val_loss: 0.0311473 | Time: 1914.42 ms
[2022-04-10 08:14:39 main:574] : INFO : Epoch 1907 | loss: 0.0311079 | val_loss: 0.031143 | Time: 1816.07 ms
[2022-04-10 08:14:41 main:574] : INFO : Epoch 1908 | loss: 0.0311095 | val_loss: 0.0311434 | Time: 1872.3 ms
[2022-04-10 08:14:43 main:574] : INFO : Epoch 1909 | loss: 0.0311155 | val_loss: 0.0311461 | Time: 1937.28 ms
[2022-04-10 08:14:45 main:574] : INFO : Epoch 1910 | loss: 0.0311132 | val_loss: 0.031141 | Time: 1804.54 ms
[2022-04-10 08:14:47 main:574] : INFO : Epoch 1911 | loss: 0.0311107 | val_loss: 0.0311445 | Time: 1801.45 ms
[2022-04-10 08:14:49 main:574] : INFO : Epoch 1912 | loss: 0.0311092 | val_loss: 0.0311433 | Time: 1851.31 ms
[2022-04-10 08:14:51 main:574] : INFO : Epoch 1913 | loss: 0.0311079 | val_loss: 0.0311465 | Time: 2012.65 ms
[2022-04-10 08:14:53 main:574] : INFO : Epoch 1914 | loss: 0.0311078 | val_loss: 0.0311418 | Time: 1879.45 ms
[2022-04-10 08:14:55 main:574] : INFO : Epoch 1915 | loss: 0.0311064 | val_loss: 0.0311401 | Time: 1834.74 ms
[2022-04-10 08:14:57 main:574] : INFO : Epoch 1916 | loss: 0.0311091 | val_loss: 0.0311436 | Time: 1883.82 ms
[2022-04-10 08:14:59 main:574] : INFO : Epoch 1917 | loss: 0.0311137 | val_loss: 0.0311406 | Time: 1844.83 ms
[2022-04-10 08:15:01 main:574] : INFO : Epoch 1918 | loss: 0.0311097 | val_loss: 0.0311413 | Time: 1818.53 ms
[2022-04-10 08:15:03 main:574] : INFO : Epoch 1919 | loss: 0.031112 | val_loss: 0.0311451 | Time: 1931 ms
[2022-04-10 08:15:05 main:574] : INFO : Epoch 1920 | loss: 0.0311172 | val_loss: 0.0311426 | Time: 1898.06 ms
[2022-04-10 08:15:07 main:574] : INFO : Epoch 1921 | loss: 0.0311161 | val_loss: 0.031143 | Time: 1900.33 ms
[2022-04-10 08:15:09 main:574] : INFO : Epoch 1922 | loss: 0.0311149 | val_loss: 0.0311465 | Time: 1917.2 ms
[2022-04-10 08:15:11 main:574] : INFO : Epoch 1923 | loss: 0.031113 | val_loss: 0.0311459 | Time: 1809.3 ms
[2022-04-10 08:15:13 main:574] : INFO : Epoch 1924 | loss: 0.0311131 | val_loss: 0.031145 | Time: 1956.26 ms
[2022-04-10 08:15:15 main:574] : INFO : Epoch 1925 | loss: 0.0311115 | val_loss: 0.0311501 | Time: 1777.91 ms
[2022-04-10 08:15:17 main:574] : INFO : Epoch 1926 | loss: 0.0311204 | val_loss: 0.0311446 | Time: 1774.59 ms
[2022-04-10 08:15:18 main:574] : INFO : Epoch 1927 | loss: 0.0311191 | val_loss: 0.031147 | Time: 1795.24 ms
[2022-04-10 08:15:20 main:574] : INFO : Epoch 1928 | loss: 0.0311186 | val_loss: 0.0311435 | Time: 1788.83 ms
[2022-04-10 08:15:22 main:574] : INFO : Epoch 1929 | loss: 0.0311154 | val_loss: 0.0311417 | Time: 1865.99 ms
[2022-04-10 08:15:24 main:574] : INFO : Epoch 1930 | loss: 0.0311114 | val_loss: 0.0311452 | Time: 1824.13 ms
[2022-04-10 08:15:26 main:574] : INFO : Epoch 1931 | loss: 0.0311091 | val_loss: 0.0311462 | Time: 1756.81 ms
[2022-04-10 08:15:28 main:574] : INFO : Epoch 1932 | loss: 0.0311085 | val_loss: 0.031147 | Time: 1914.55 ms
[2022-04-10 08:15:30 main:574] : INFO : Epoch 1933 | loss: 0.0311054 | val_loss: 0.031145 | Time: 1811.5 ms
[2022-04-10 08:15:32 main:574] : INFO : Epoch 1934 | loss: 0.0311043 | val_loss: 0.03114 | Time: 1781.06 ms
[2022-04-10 08:15:33 main:574] : INFO : Epoch 1935 | loss: 0.0311066 | val_loss: 0.0311404 | Time: 1881.83 ms
[2022-04-10 08:15:35 main:574] : INFO : Epoch 1936 | loss: 0.0311168 | val_loss: 0.0311441 | Time: 1835.11 ms
[2022-04-10 08:15:37 main:574] : INFO : Epoch 1937 | loss: 0.0311177 | val_loss: 0.0311459 | Time: 1861.56 ms
[2022-04-10 08:15:39 main:574] : INFO : Epoch 1938 | loss: 0.031115 | val_loss: 0.0311451 | Time: 1863.4 ms
[2022-04-10 08:15:41 main:574] : INFO : Epoch 1939 | loss: 0.0311129 | val_loss: 0.0311419 | Time: 1806.03 ms
[2022-04-10 08:15:43 main:574] : INFO : Epoch 1940 | loss: 0.0311101 | val_loss: 0.0311384 | Time: 1904.45 ms
[2022-04-10 08:15:45 main:574] : INFO : Epoch 1941 | loss: 0.0311108 | val_loss: 0.0311414 | Time: 1784.87 ms
[2022-04-10 08:15:47 main:574] : INFO : Epoch 1942 | loss: 0.031111 | val_loss: 0.031137 | Time: 1765.56 ms
[2022-04-10 08:15:49 main:574] : INFO : Epoch 1943 | loss: 0.0311087 | val_loss: 0.0311408 | Time: 1838.25 ms
[2022-04-10 08:15:50 main:574] : INFO : Epoch 1944 | loss: 0.0311077 | val_loss: 0.0311408 | Time: 1817.42 ms
[2022-04-10 08:15:52 main:574] : INFO : Epoch 1945 | loss: 0.0311056 | val_loss: 0.0311426 | Time: 1805.04 ms
[2022-04-10 08:15:54 main:574] : INFO : Epoch 1946 | loss: 0.0311051 | val_loss: 0.0311383 | Time: 2041.69 ms
[2022-04-10 08:15:56 main:574] : INFO : Epoch 1947 | loss: 0.0311063 | val_loss: 0.0311479 | Time: 1796.15 ms
[2022-04-10 08:15:58 main:574] : INFO : Epoch 1948 | loss: 0.0311059 | val_loss: 0.0311423 | Time: 1914.02 ms
[2022-04-10 08:16:01 main:574] : INFO : Epoch 1949 | loss: 0.031107 | val_loss: 0.0311356 | Time: 2070.78 ms
[2022-04-10 08:16:03 main:574] : INFO : Epoch 1950 | loss: 0.0311087 | val_loss: 0.0311419 | Time: 1991.93 ms
[2022-04-10 08:16:04 main:574] : INFO : Epoch 1951 | loss: 0.0311057 | val_loss: 0.0311399 | Time: 1792.69 ms
[2022-04-10 08:16:06 main:574] : INFO : Epoch 1952 | loss: 0.0311047 | val_loss: 0.0311395 | Time: 1787.12 ms
[2022-04-10 08:16:08 main:574] : INFO : Epoch 1953 | loss: 0.0311127 | val_loss: 0.0311422 | Time: 1911.69 ms
[2022-04-10 08:16:10 main:574] : INFO : Epoch 1954 | loss: 0.0311246 | val_loss: 0.031143 | Time: 1832.1 ms
[2022-04-10 08:16:12 main:574] : INFO : Epoch 1955 | loss: 0.0311211 | val_loss: 0.0311422 | Time: 1779.15 ms
[2022-04-10 08:16:14 main:574] : INFO : Epoch 1956 | loss: 0.0311213 | val_loss: 0.0311384 | Time: 1879.52 ms
[2022-04-10 08:16:16 main:574] : INFO : Epoch 1957 | loss: 0.0311185 | val_loss: 0.0311402 | Time: 1982.03 ms
[2022-04-10 08:16:18 main:574] : INFO : Epoch 1958 | loss: 0.0311201 | val_loss: 0.0311398 | Time: 1830.45 ms
[2022-04-10 08:16:20 main:574] : INFO : Epoch 1959 | loss: 0.0311182 | val_loss: 0.0311393 | Time: 1782.12 ms
[2022-04-10 08:16:21 main:574] : INFO : Epoch 1960 | loss: 0.0311154 | val_loss: 0.0311376 | Time: 1761.49 ms
[2022-04-10 08:16:23 main:574] : INFO : Epoch 1961 | loss: 0.031111 | val_loss: 0.0311353 | Time: 1865.41 ms
[2022-04-10 08:16:25 main:574] : INFO : Epoch 1962 | loss: 0.0311129 | val_loss: 0.0311413 | Time: 1862.03 ms
[2022-04-10 08:16:27 main:574] : INFO : Epoch 1963 | loss: 0.0311137 | val_loss: 0.0311395 | Time: 1774.3 ms
[2022-04-10 08:16:29 main:574] : INFO : Epoch 1964 | loss: 0.0311126 | val_loss: 0.0311431 | Time: 1831.19 ms
[2022-04-10 08:16:31 main:574] : INFO : Epoch 1965 | loss: 0.031113 | val_loss: 0.0311461 | Time: 1791.95 ms
[2022-04-10 08:16:33 main:574] : INFO : Epoch 1966 | loss: 0.0311096 | val_loss: 0.0311403 | Time: 1824.85 ms
[2022-04-10 08:16:35 main:574] : INFO : Epoch 1967 | loss: 0.0311088 | val_loss: 0.0311366 | Time: 1878.88 ms
[2022-04-10 08:16:37 main:574] : INFO : Epoch 1968 | loss: 0.0311088 | val_loss: 0.0311391 | Time: 1810.99 ms
[2022-04-10 08:16:39 main:574] : INFO : Epoch 1969 | loss: 0.0311073 | val_loss: 0.0311406 | Time: 2030.36 ms
[2022-04-10 08:16:41 main:574] : INFO : Epoch 1970 | loss: 0.0311088 | val_loss: 0.0311371 | Time: 2020.64 ms
[2022-04-10 08:16:43 main:574] : INFO : Epoch 1971 | loss: 0.0311077 | val_loss: 0.0311357 | Time: 1945.39 ms
[2022-04-10 08:16:45 main:574] : INFO : Epoch 1972 | loss: 0.0311065 | val_loss: 0.0311413 | Time: 1986.05 ms
[2022-04-10 08:16:47 main:574] : INFO : Epoch 1973 | loss: 0.0311059 | val_loss: 0.0311422 | Time: 1865.01 ms
[2022-04-10 08:16:49 main:574] : INFO : Epoch 1974 | loss: 0.0311065 | val_loss: 0.0311385 | Time: 1838.17 ms
[2022-04-10 08:16:50 main:574] : INFO : Epoch 1975 | loss: 0.0311059 | val_loss: 0.0311442 | Time: 1818.02 ms
[2022-04-10 08:16:52 main:574] : INFO : Epoch 1976 | loss: 0.031105 | val_loss: 0.0311399 | Time: 1799.64 ms
[2022-04-10 08:16:54 main:574] : INFO : Epoch 1977 | loss: 0.0311046 | val_loss: 0.0311425 | Time: 2000.74 ms
[2022-04-10 08:16:56 main:574] : INFO : Epoch 1978 | loss: 0.0311075 | val_loss: 0.0311405 | Time: 1836.16 ms
[2022-04-10 08:16:58 main:574] : INFO : Epoch 1979 | loss: 0.0311035 | val_loss: 0.0311404 | Time: 1812.13 ms
[2022-04-10 08:17:00 main:574] : INFO : Epoch 1980 | loss: 0.0311022 | val_loss: 0.0311381 | Time: 1851.67 ms
[2022-04-10 08:17:02 main:574] : INFO : Epoch 1981 | loss: 0.031102 | val_loss: 0.0311392 | Time: 1801.67 ms
[2022-04-10 08:17:04 main:574] : INFO : Epoch 1982 | loss: 0.0311118 | val_loss: 0.0311404 | Time: 1997.53 ms
[2022-04-10 08:17:06 main:574] : INFO : Epoch 1983 | loss: 0.0311091 | val_loss: 0.0311417 | Time: 1773.3 ms
[2022-04-10 08:17:08 main:574] : INFO : Epoch 1984 | loss: 0.0311202 | val_loss: 0.0311469 | Time: 1806.24 ms
[2022-04-10 08:17:09 main:574] : INFO : Epoch 1985 | loss: 0.0311202 | val_loss: 0.0311446 | Time: 1784.33 ms
[2022-04-10 08:17:11 main:574] : INFO : Epoch 1986 | loss: 0.03111 | val_loss: 0.0311407 | Time: 1870.38 ms
[2022-04-10 08:17:13 main:574] : INFO : Epoch 1987 | loss: 0.0311054 | val_loss: 0.031139 | Time: 1840.38 ms
[2022-04-10 08:17:15 main:574] : INFO : Epoch 1988 | loss: 0.031103 | val_loss: 0.0311405 | Time: 1874.77 ms
[2022-04-10 08:17:17 main:574] : INFO : Epoch 1989 | loss: 0.0311019 | val_loss: 0.0311415 | Time: 1784.17 ms
[2022-04-10 08:17:19 main:574] : INFO : Epoch 1990 | loss: 0.031101 | val_loss: 0.0311418 | Time: 1789.65 ms
[2022-04-10 08:17:21 main:574] : INFO : Epoch 1991 | loss: 0.0311038 | val_loss: 0.0311415 | Time: 1798.66 ms
[2022-04-10 08:17:22 main:574] : INFO : Epoch 1992 | loss: 0.0311114 | val_loss: 0.0311356 | Time: 1790.09 ms
[2022-04-10 08:17:24 main:574] : INFO : Epoch 1993 | loss: 0.031109 | val_loss: 0.0311396 | Time: 1918.12 ms
[2022-04-10 08:17:26 main:574] : INFO : Epoch 1994 | loss: 0.0311091 | val_loss: 0.0311363 | Time: 1875.63 ms
[2022-04-10 08:17:28 main:574] : INFO : Epoch 1995 | loss: 0.0311057 | val_loss: 0.031142 | Time: 1792.97 ms
[2022-04-10 08:17:30 main:574] : INFO : Epoch 1996 | loss: 0.0311063 | val_loss: 0.0311378 | Time: 1844.35 ms
[2022-04-10 08:17:32 main:574] : INFO : Epoch 1997 | loss: 0.0311038 | val_loss: 0.0311385 | Time: 1827.43 ms
[2022-04-10 08:17:34 main:574] : INFO : Epoch 1998 | loss: 0.0311018 | val_loss: 0.0311492 | Time: 1852.88 ms
[2022-04-10 08:17:36 main:574] : INFO : Epoch 1999 | loss: 0.0311065 | val_loss: 0.0311399 | Time: 1825.41 ms
[2022-04-10 08:17:38 main:574] : INFO : Epoch 2000 | loss: 0.0311054 | val_loss: 0.0311425 | Time: 1802.96 ms
[2022-04-10 08:17:39 main:574] : INFO : Epoch 2001 | loss: 0.0311062 | val_loss: 0.0311477 | Time: 1840.68 ms
[2022-04-10 08:17:41 main:574] : INFO : Epoch 2002 | loss: 0.0311049 | val_loss: 0.0311369 | Time: 1867.48 ms
[2022-04-10 08:17:43 main:574] : INFO : Epoch 2003 | loss: 0.0311009 | val_loss: 0.0311393 | Time: 1898.2 ms
[2022-04-10 08:17:45 main:574] : INFO : Epoch 2004 | loss: 0.0311003 | val_loss: 0.0311435 | Time: 1994.25 ms
[2022-04-10 08:17:47 main:574] : INFO : Epoch 2005 | loss: 0.0310996 | val_loss: 0.0311413 | Time: 1810.51 ms
[2022-04-10 08:17:49 main:574] : INFO : Epoch 2006 | loss: 0.0311 | val_loss: 0.031145 | Time: 1884.16 ms
[2022-04-10 08:17:51 main:574] : INFO : Epoch 2007 | loss: 0.0311001 | val_loss: 0.0311428 | Time: 1794.96 ms
[2022-04-10 08:17:53 main:574] : INFO : Epoch 2008 | loss: 0.0310993 | val_loss: 0.0311409 | Time: 1772.36 ms
[2022-04-10 08:17:55 main:574] : INFO : Epoch 2009 | loss: 0.0310982 | val_loss: 0.031141 | Time: 1921.42 ms
[2022-04-10 08:17:57 main:574] : INFO : Epoch 2010 | loss: 0.0310994 | val_loss: 0.0311437 | Time: 1745.42 ms
[2022-04-10 08:17:58 main:574] : INFO : Epoch 2011 | loss: 0.0310982 | val_loss: 0.0311404 | Time: 1876.17 ms
[2022-04-10 08:18:00 main:574] : INFO : Epoch 2012 | loss: 0.0310972 | val_loss: 0.0311449 | Time: 1908.4 ms
[2022-04-10 08:18:02 main:574] : INFO : Epoch 2013 | loss: 0.0310978 | val_loss: 0.0311373 | Time: 1777.83 ms
[2022-04-10 08:18:04 main:574] : INFO : Epoch 2014 | loss: 0.0311002 | val_loss: 0.0311484 | Time: 1841.63 ms
[2022-04-10 08:18:06 main:574] : INFO : Epoch 2015 | loss: 0.0311076 | val_loss: 0.0311392 | Time: 1848.65 ms
[2022-04-10 08:18:08 main:574] : INFO : Epoch 2016 | loss: 0.0311132 | val_loss: 0.0311426 | Time: 1786.36 ms
[2022-04-10 08:18:10 main:574] : INFO : Epoch 2017 | loss: 0.0311132 | val_loss: 0.0311407 | Time: 1800.83 ms
[2022-04-10 08:18:12 main:574] : INFO : Epoch 2018 | loss: 0.0311117 | val_loss: 0.0311392 | Time: 1810.25 ms
[2022-04-10 08:18:14 main:574] : INFO : Epoch 2019 | loss: 0.0311063 | val_loss: 0.0311421 | Time: 1815.1 ms
[2022-04-10 08:18:16 main:574] : INFO : Epoch 2020 | loss: 0.0311041 | val_loss: 0.0311376 | Time: 1916.93 ms
[2022-04-10 08:18:17 main:574] : INFO : Epoch 2021 | loss: 0.0311029 | val_loss: 0.0311439 | Time: 1799.07 ms
[2022-04-10 08:18:19 main:574] : INFO : Epoch 2022 | loss: 0.0311011 | val_loss: 0.0311377 | Time: 1829.43 ms
[2022-04-10 08:18:21 main:574] : INFO : Epoch 2023 | loss: 0.0311001 | val_loss: 0.0311423 | Time: 1755.9 ms
[2022-04-10 08:18:23 main:574] : INFO : Epoch 2024 | loss: 0.0311028 | val_loss: 0.0311376 | Time: 1863.99 ms
[2022-04-10 08:18:25 main:574] : INFO : Epoch 2025 | loss: 0.031101 | val_loss: 0.0311391 | Time: 2034.54 ms
[2022-04-10 08:18:27 main:574] : INFO : Epoch 2026 | loss: 0.0310996 | val_loss: 0.0311398 | Time: 1859.38 ms
[2022-04-10 08:18:29 main:574] : INFO : Epoch 2027 | loss: 0.0311012 | val_loss: 0.0311413 | Time: 1892.49 ms
[2022-04-10 08:18:31 main:574] : INFO : Epoch 2028 | loss: 0.0311009 | val_loss: 0.0311381 | Time: 1822.99 ms
[2022-04-10 08:18:33 main:574] : INFO : Epoch 2029 | loss: 0.031101 | val_loss: 0.0311392 | Time: 1752.48 ms
[2022-04-10 08:18:35 main:574] : INFO : Epoch 2030 | loss: 0.031101 | val_loss: 0.031148 | Time: 1785.74 ms
[2022-04-10 08:18:36 main:574] : INFO : Epoch 2031 | loss: 0.0311041 | val_loss: 0.0311451 | Time: 1817.06 ms
[2022-04-10 08:18:38 main:574] : INFO : Epoch 2032 | loss: 0.031106 | val_loss: 0.0311444 | Time: 1802.6 ms
[2022-04-10 08:18:40 main:574] : INFO : Epoch 2033 | loss: 0.0311048 | val_loss: 0.0311437 | Time: 1777.87 ms
[2022-04-10 08:18:42 main:574] : INFO : Epoch 2034 | loss: 0.0311022 | val_loss: 0.0311429 | Time: 1838.85 ms
[2022-04-10 08:18:44 main:574] : INFO : Epoch 2035 | loss: 0.031103 | val_loss: 0.0311413 | Time: 1857.71 ms
[2022-04-10 08:18:46 main:574] : INFO : Epoch 2036 | loss: 0.0311028 | val_loss: 0.0311406 | Time: 1858.29 ms
[2022-04-10 08:18:48 main:574] : INFO : Epoch 2037 | loss: 0.031102 | val_loss: 0.031139 | Time: 1818.58 ms
[2022-04-10 08:18:50 main:574] : INFO : Epoch 2038 | loss: 0.0311018 | val_loss: 0.0311458 | Time: 1985.36 ms
[2022-04-10 08:18:52 main:574] : INFO : Epoch 2039 | loss: 0.0311044 | val_loss: 0.0311468 | Time: 1756.32 ms
[2022-04-10 08:18:54 main:574] : INFO : Epoch 2040 | loss: 0.0311061 | val_loss: 0.0311423 | Time: 1796.64 ms
[2022-04-10 08:18:56 main:574] : INFO : Epoch 2041 | loss: 0.0311069 | val_loss: 0.0311457 | Time: 1996.25 ms
[2022-04-10 08:18:57 main:574] : INFO : Epoch 2042 | loss: 0.0311092 | val_loss: 0.0311484 | Time: 1847.74 ms
[2022-04-10 08:18:59 main:574] : INFO : Epoch 2043 | loss: 0.0311058 | val_loss: 0.0311407 | Time: 1844.39 ms
[2022-04-10 08:19:01 main:574] : INFO : Epoch 2044 | loss: 0.031102 | val_loss: 0.0311407 | Time: 1930.99 ms
[2022-04-10 08:19:03 main:574] : INFO : Epoch 2045 | loss: 0.031104 | val_loss: 0.0311413 | Time: 1798.11 ms
[2022-04-10 08:19:05 main:574] : INFO : Epoch 2046 | loss: 0.0311001 | val_loss: 0.0311432 | Time: 1856.69 ms
[2022-04-10 08:19:07 main:574] : INFO : Epoch 2047 | loss: 0.0311007 | val_loss: 0.0311384 | Time: 1830.79 ms
[2022-04-10 08:19:09 main:574] : INFO : Epoch 2048 | loss: 0.0311008 | val_loss: 0.0311466 | Time: 1887.03 ms
[2022-04-10 08:19:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311466
[2022-04-10 08:19:09 main:603] : INFO : Saving end state to config to file
[2022-04-10 08:19:09 main:608] : INFO : Success, exiting..
08:19:09 (44944): 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)