Task 6797699
| Name | ParityMachine-1627360792-26374-2_2 |
| Workunit | 4405412 |
| Created | 22 Aug 2021, 4:10:30 UTC |
| Sent | 22 Aug 2021, 5:43:59 UTC |
| Report deadline | 29 Aug 2021, 5:43:59 UTC |
| Received | 22 Aug 2021, 9:32:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13775 |
| Run time | 1 hours 1 min 56 sec |
| CPU time | 1 hours 0 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,964.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ch 1542 | loss: 0.0311375 | val_loss: 0.031156 | Time: 1666.93 ms [2021-08-22 16:23:47 main:574] : INFO : Epoch 1543 | loss: 0.0311325 | val_loss: 0.0311513 | Time: 1789.58 ms [2021-08-22 16:23:49 main:574] : INFO : Epoch 1544 | loss: 0.0311315 | val_loss: 0.0311498 | Time: 1905.51 ms [2021-08-22 16:23:50 main:574] : INFO : Epoch 1545 | loss: 0.0311272 | val_loss: 0.0311511 | Time: 1589.74 ms [2021-08-22 16:23:52 main:574] : INFO : Epoch 1546 | loss: 0.0311391 | val_loss: 0.0311753 | Time: 1626.34 ms [2021-08-22 16:23:54 main:574] : INFO : Epoch 1547 | loss: 0.0311391 | val_loss: 0.0311486 | Time: 1861.15 ms [2021-08-22 16:23:55 main:574] : INFO : Epoch 1548 | loss: 0.0311317 | val_loss: 0.0311456 | Time: 1603.8 ms [2021-08-22 16:23:57 main:574] : INFO : Epoch 1549 | loss: 0.0311278 | val_loss: 0.0311579 | Time: 1633.88 ms [2021-08-22 16:23:59 main:574] : INFO : Epoch 1550 | loss: 0.0311275 | val_loss: 0.031152 | Time: 1939.06 ms [2021-08-22 16:24:01 main:574] : INFO : Epoch 1551 | loss: 0.0311241 | val_loss: 0.0311501 | Time: 1742.79 ms [2021-08-22 16:24:03 main:574] : INFO : Epoch 1552 | loss: 0.0311238 | val_loss: 0.0311486 | Time: 1739.46 ms [2021-08-22 16:24:04 main:574] : INFO : Epoch 1553 | loss: 0.0311235 | val_loss: 0.0311487 | Time: 1802.25 ms [2021-08-22 16:24:06 main:574] : INFO : Epoch 1554 | loss: 0.031123 | val_loss: 0.0311514 | Time: 1950.74 ms [2021-08-22 16:24:08 main:574] : INFO : Epoch 1555 | loss: 0.0311234 | val_loss: 0.0311493 | Time: 1689.52 ms [2021-08-22 16:24:10 main:574] : INFO : Epoch 1556 | loss: 0.0311226 | val_loss: 0.0311502 | Time: 1607.29 ms [2021-08-22 16:24:12 main:574] : INFO : Epoch 1557 | loss: 0.0311215 | val_loss: 0.0311518 | Time: 1851.31 ms [2021-08-22 16:24:13 main:574] : INFO : Epoch 1558 | loss: 0.0311203 | val_loss: 0.03115 | Time: 1634.4 ms [2021-08-22 16:24:15 main:574] : INFO : Epoch 1559 | loss: 0.0311221 | val_loss: 0.0311506 | Time: 1576.16 ms [2021-08-22 16:24:17 main:574] : INFO : Epoch 1560 | loss: 0.0311189 | val_loss: 0.031151 | Time: 1850.22 ms [2021-08-22 16:24:18 main:574] : INFO : Epoch 1561 | loss: 0.0311238 | val_loss: 0.0311558 | Time: 1774.48 ms [2021-08-22 16:24:20 main:574] : INFO : Epoch 1562 | loss: 0.0311211 | val_loss: 0.0311462 | Time: 1588.63 ms [2021-08-22 16:24:22 main:574] : INFO : Epoch 1563 | loss: 0.0311192 | val_loss: 0.031153 | Time: 1800.53 ms [2021-08-22 16:24:24 main:574] : INFO : Epoch 1564 | loss: 0.0311204 | val_loss: 0.0311514 | Time: 1787.86 ms [2021-08-22 16:24:25 main:574] : INFO : Epoch 1565 | loss: 0.0311208 | val_loss: 0.0311542 | Time: 1618.12 ms [2021-08-22 16:24:27 main:574] : INFO : Epoch 1566 | loss: 0.0311286 | val_loss: 0.0311563 | Time: 1779.56 ms [2021-08-22 16:24:29 main:574] : INFO : Epoch 1567 | loss: 0.0311234 | val_loss: 0.0311503 | Time: 1955.36 ms [2021-08-22 16:24:31 main:574] : INFO : Epoch 1568 | loss: 0.0311205 | val_loss: 0.0311556 | Time: 1780.17 ms [2021-08-22 16:24:32 main:574] : INFO : Epoch 1569 | loss: 0.0311229 | val_loss: 0.0311517 | Time: 1654.59 ms [2021-08-22 16:24:34 main:574] : INFO : Epoch 1570 | loss: 0.031129 | val_loss: 0.0311506 | Time: 1963.8 ms [2021-08-22 16:24:36 main:574] : INFO : Epoch 1571 | loss: 0.0311276 | val_loss: 0.0311547 | Time: 2000.68 ms [2021-08-22 16:24:38 main:574] : INFO : Epoch 1572 | loss: 0.0311278 | val_loss: 0.0311496 | Time: 1611.09 ms [2021-08-22 16:24:40 main:574] : INFO : Epoch 1573 | loss: 0.0311245 | val_loss: 0.0311571 | Time: 1672.63 ms [2021-08-22 16:24:42 main:574] : INFO : Epoch 1574 | loss: 0.0311265 | val_loss: 0.0311555 | Time: 1898.68 ms [2021-08-22 16:24:43 main:574] : INFO : Epoch 1575 | loss: 0.0311277 | val_loss: 0.0311623 | Time: 1902.38 ms [2021-08-22 16:24:45 main:574] : INFO : Epoch 1576 | loss: 0.0311258 | val_loss: 0.0311485 | Time: 1666.85 ms [2021-08-22 16:24:47 main:574] : INFO : Epoch 1577 | loss: 0.031122 | val_loss: 0.0311455 | Time: 1807.53 ms [2021-08-22 16:24:49 main:574] : INFO : Epoch 1578 | loss: 0.0311204 | val_loss: 0.0311473 | Time: 2076.67 ms [2021-08-22 16:24:51 main:574] : INFO : Epoch 1579 | loss: 0.0311224 | val_loss: 0.0311488 | Time: 1712.94 ms [2021-08-22 16:24:52 main:574] : INFO : Epoch 1580 | loss: 0.0311191 | val_loss: 0.0311485 | Time: 1636.19 ms [2021-08-22 16:24:54 main:574] : INFO : Epoch 1581 | loss: 0.0311209 | val_loss: 0.0311451 | Time: 1834.17 ms [2021-08-22 16:24:56 main:574] : INFO : Epoch 1582 | loss: 0.0311173 | val_loss: 0.0311503 | Time: 1729.84 ms [2021-08-22 16:24:58 main:574] : INFO : Epoch 1583 | loss: 0.0311173 | val_loss: 0.0311443 | Time: 1516.8 ms [2021-08-22 16:24:59 main:574] : INFO : Epoch 1584 | loss: 0.0311165 | val_loss: 0.0311505 | Time: 1814.87 ms [2021-08-22 16:25:01 main:574] : INFO : Epoch 1585 | loss: 0.0311153 | val_loss: 0.0311462 | Time: 1826.73 ms [2021-08-22 16:25:03 main:574] : INFO : Epoch 1586 | loss: 0.0311165 | val_loss: 0.0311445 | Time: 1575.97 ms [2021-08-22 16:25:05 main:574] : INFO : Epoch 1587 | loss: 0.0311173 | val_loss: 0.0311501 | Time: 1768.98 ms [2021-08-22 16:25:06 main:574] : INFO : Epoch 1588 | loss: 0.0311177 | val_loss: 0.0311507 | Time: 1879.21 ms [2021-08-22 16:25:08 main:574] : INFO : Epoch 1589 | loss: 0.0311172 | val_loss: 0.0311459 | Time: 1551.18 ms [2021-08-22 16:25:10 main:574] : INFO : Epoch 1590 | loss: 0.0311154 | val_loss: 0.0311488 | Time: 1678.88 ms [2021-08-22 16:25:12 main:574] : INFO : Epoch 1591 | loss: 0.0311168 | val_loss: 0.0311484 | Time: 1970.36 ms [2021-08-22 16:25:13 main:574] : INFO : Epoch 1592 | loss: 0.0311211 | val_loss: 0.0311474 | Time: 1669.58 ms [2021-08-22 16:25:15 main:574] : INFO : Epoch 1593 | loss: 0.0311174 | val_loss: 0.0311511 | Time: 1577.79 ms [2021-08-22 16:25:17 main:574] : INFO : Epoch 1594 | loss: 0.0311162 | val_loss: 0.0311437 | Time: 1822.57 ms [2021-08-22 16:25:18 main:574] : INFO : Epoch 1595 | loss: 0.0311154 | val_loss: 0.0311476 | Time: 1696.96 ms [2021-08-22 16:25:20 main:574] : INFO : Epoch 1596 | loss: 0.0311185 | val_loss: 0.0311434 | Time: 1630.8 ms [2021-08-22 16:25:22 main:574] : INFO : Epoch 1597 | loss: 0.0311186 | val_loss: 0.031149 | Time: 1880.79 ms [2021-08-22 16:25:24 main:574] : INFO : Epoch 1598 | loss: 0.0311193 | val_loss: 0.0311456 | Time: 1777.8 ms [2021-08-22 16:25:25 main:574] : INFO : Epoch 1599 | loss: 0.0311152 | val_loss: 0.0311495 | Time: 1715.76 ms [2021-08-22 16:25:27 main:574] : INFO : Epoch 1600 | loss: 0.0311148 | val_loss: 0.0311459 | Time: 1771.45 ms [2021-08-22 16:25:29 main:574] : INFO : Epoch 1601 | loss: 0.031116 | val_loss: 0.0311525 | Time: 1959.02 ms [2021-08-22 16:25:31 main:574] : INFO : Epoch 1602 | loss: 0.0311145 | val_loss: 0.0311473 | Time: 1799.1 ms [2021-08-22 16:25:33 main:574] : INFO : Epoch 1603 | loss: 0.031117 | val_loss: 0.0311514 | Time: 1501.85 ms [2021-08-22 16:25:34 main:574] : INFO : Epoch 1604 | loss: 0.0311186 | val_loss: 0.0311443 | Time: 1971.75 ms [2021-08-22 16:25:36 main:574] : INFO : Epoch 1605 | loss: 0.0311212 | val_loss: 0.0311483 | Time: 1884.97 ms [2021-08-22 16:25:38 main:574] : INFO : Epoch 1606 | loss: 0.0311299 | val_loss: 0.0311495 | Time: 1781.09 ms [2021-08-22 16:25:40 main:574] : INFO : Epoch 1607 | loss: 0.0311294 | val_loss: 0.0311531 | Time: 1700.3 ms [2021-08-22 16:25:42 main:574] : INFO : Epoch 1608 | loss: 0.0311325 | val_loss: 0.0311493 | Time: 1957.34 ms [2021-08-22 16:25:44 main:574] : INFO : Epoch 1609 | loss: 0.0311237 | val_loss: 0.0311539 | Time: 1786.69 ms [2021-08-22 16:25:45 main:574] : INFO : Epoch 1610 | loss: 0.0311212 | val_loss: 0.0311528 | Time: 1674.95 ms [2021-08-22 16:25:47 main:574] : INFO : Epoch 1611 | loss: 0.031121 | val_loss: 0.0311527 | Time: 1907.62 ms [2021-08-22 16:25:49 main:574] : INFO : Epoch 1612 | loss: 0.0311266 | val_loss: 0.0311515 | Time: 1868.73 ms [2021-08-22 16:25:51 main:574] : INFO : Epoch 1613 | loss: 0.0311256 | val_loss: 0.0311491 | Time: 1561.74 ms [2021-08-22 16:25:52 main:574] : INFO : Epoch 1614 | loss: 0.0311252 | val_loss: 0.0311538 | Time: 1668.17 ms [2021-08-22 16:25:54 main:574] : INFO : Epoch 1615 | loss: 0.0311246 | val_loss: 0.0311577 | Time: 1913.87 ms [2021-08-22 16:25:56 main:574] : INFO : Epoch 1616 | loss: 0.0311288 | val_loss: 0.0311501 | Time: 1715.6 ms [2021-08-22 16:25:58 main:574] : INFO : Epoch 1617 | loss: 0.0311304 | val_loss: 0.0311525 | Time: 1563.09 ms [2021-08-22 16:26:00 main:574] : INFO : Epoch 1618 | loss: 0.0311264 | val_loss: 0.0311542 | Time: 1949.05 ms [2021-08-22 16:26:01 main:574] : INFO : Epoch 1619 | loss: 0.0311256 | val_loss: 0.0311524 | Time: 1839.75 ms [2021-08-22 16:26:03 main:574] : INFO : Epoch 1620 | loss: 0.031124 | val_loss: 0.0311535 | Time: 1603.77 ms [2021-08-22 16:26:05 main:574] : INFO : Epoch 1621 | loss: 0.0311238 | val_loss: 0.03115 | Time: 1717.72 ms [2021-08-22 16:26:07 main:574] : INFO : Epoch 1622 | loss: 0.0311247 | val_loss: 0.0311536 | Time: 1838.01 ms [2021-08-22 16:26:08 main:574] : INFO : Epoch 1623 | loss: 0.0311212 | val_loss: 0.0311591 | Time: 1614.02 ms [2021-08-22 16:26:10 main:574] : INFO : Epoch 1624 | loss: 0.0311198 | val_loss: 0.0311519 | Time: 1713.09 ms [2021-08-22 16:26:12 main:574] : INFO : Epoch 1625 | loss: 0.0311191 | val_loss: 0.0311529 | Time: 1951.5 ms [2021-08-22 16:26:13 main:574] : INFO : Epoch 1626 | loss: 0.0311262 | val_loss: 0.0311542 | Time: 1623.88 ms [2021-08-22 16:26:15 main:574] : INFO : Epoch 1627 | loss: 0.0311244 | val_loss: 0.0311486 | Time: 1602.97 ms [2021-08-22 16:26:17 main:574] : INFO : Epoch 1628 | loss: 0.0311208 | val_loss: 0.0311473 | Time: 1843.8 ms [2021-08-22 16:26:19 main:574] : INFO : Epoch 1629 | loss: 0.0311166 | val_loss: 0.0311514 | Time: 1657.07 ms [2021-08-22 16:26:20 main:574] : INFO : Epoch 1630 | loss: 0.0311235 | val_loss: 0.0311563 | Time: 1568.83 ms [2021-08-22 16:26:22 main:574] : INFO : Epoch 1631 | loss: 0.0311292 | val_loss: 0.0311475 | Time: 1822.21 ms [2021-08-22 16:26:24 main:574] : INFO : Epoch 1632 | loss: 0.0311262 | val_loss: 0.0311452 | Time: 1853.71 ms [2021-08-22 16:26:26 main:574] : INFO : Epoch 1633 | loss: 0.0311214 | val_loss: 0.0311486 | Time: 1632.22 ms [2021-08-22 16:26:27 main:574] : INFO : Epoch 1634 | loss: 0.0311181 | val_loss: 0.0311496 | Time: 1776.92 ms [2021-08-22 16:26:29 main:574] : INFO : Epoch 1635 | loss: 0.0311201 | val_loss: 0.0311502 | Time: 1986.39 ms [2021-08-22 16:26:31 main:574] : INFO : Epoch 1636 | loss: 0.0311211 | val_loss: 0.0311466 | Time: 1728.14 ms [2021-08-22 16:26:33 main:574] : INFO : Epoch 1637 | loss: 0.0311206 | val_loss: 0.0311514 | Time: 1633.95 ms [2021-08-22 16:26:35 main:574] : INFO : Epoch 1638 | loss: 0.0311159 | val_loss: 0.0311472 | Time: 1926.6 ms [2021-08-22 16:26:36 main:574] : INFO : Epoch 1639 | loss: 0.0311162 | val_loss: 0.0311501 | Time: 1875.02 ms [2021-08-22 16:26:38 main:574] : INFO : Epoch 1640 | loss: 0.0311135 | val_loss: 0.0311498 | Time: 1679.19 ms [2021-08-22 16:26:40 main:574] : INFO : Epoch 1641 | loss: 0.0311141 | val_loss: 0.0311502 | Time: 1771.29 ms [2021-08-22 16:26:42 main:574] : INFO : Epoch 1642 | loss: 0.0311158 | val_loss: 0.0311485 | Time: 1982.01 ms [2021-08-22 16:26:44 main:574] : INFO : Epoch 1643 | loss: 0.0311179 | val_loss: 0.031153 | Time: 1773.17 ms [2021-08-22 16:26:45 main:574] : INFO : Epoch 1644 | loss: 0.0311138 | val_loss: 0.031145 | Time: 1598.29 ms [2021-08-22 16:26:47 main:574] : INFO : Epoch 1645 | loss: 0.0311118 | val_loss: 0.0311488 | Time: 1857.38 ms [2021-08-22 16:26:49 main:574] : INFO : Epoch 1646 | loss: 0.0311154 | val_loss: 0.0311513 | Time: 1797.48 ms [2021-08-22 16:26:51 main:574] : INFO : Epoch 1647 | loss: 0.0311158 | val_loss: 0.0311496 | Time: 1684.36 ms [2021-08-22 16:26:52 main:574] : INFO : Epoch 1648 | loss: 0.0311148 | val_loss: 0.0311534 | Time: 1752.57 ms [2021-08-22 16:26:54 main:574] : INFO : Epoch 1649 | loss: 0.0311182 | val_loss: 0.031146 | Time: 1949.07 ms [2021-08-22 16:26:56 main:574] : INFO : Epoch 1650 | loss: 0.0311178 | val_loss: 0.0311546 | Time: 1944.59 ms [2021-08-22 16:26:58 main:574] : INFO : Epoch 1651 | loss: 0.0311313 | val_loss: 0.0311514 | Time: 1655.73 ms [2021-08-22 16:27:00 main:574] : INFO : Epoch 1652 | loss: 0.0311276 | val_loss: 0.0311498 | Time: 1790.83 ms [2021-08-22 16:27:02 main:574] : INFO : Epoch 1653 | loss: 0.0311186 | val_loss: 0.0311453 | Time: 1889.08 ms [2021-08-22 16:27:03 main:574] : INFO : Epoch 1654 | loss: 0.031116 | val_loss: 0.0311459 | Time: 1668.64 ms [2021-08-22 16:27:05 main:574] : INFO : Epoch 1655 | loss: 0.0311154 | val_loss: 0.0311471 | Time: 1750.42 ms [2021-08-22 16:27:07 main:574] : INFO : Epoch 1656 | loss: 0.0311163 | val_loss: 0.0311517 | Time: 1909.44 ms [2021-08-22 16:27:09 main:574] : INFO : Epoch 1657 | loss: 0.0311162 | val_loss: 0.0311457 | Time: 1744.15 ms [2021-08-22 16:27:10 main:574] : INFO : Epoch 1658 | loss: 0.0311135 | val_loss: 0.0311499 | Time: 1638.47 ms [2021-08-22 16:27:12 main:574] : INFO : Epoch 1659 | loss: 0.0311141 | val_loss: 0.031159 | Time: 1930.26 ms [2021-08-22 16:27:14 main:574] : INFO : Epoch 1660 | loss: 0.0311182 | val_loss: 0.03115 | Time: 1909.62 ms [2021-08-22 16:27:16 main:574] : INFO : Epoch 1661 | loss: 0.0311144 | val_loss: 0.031147 | Time: 1633.2 ms [2021-08-22 16:27:18 main:574] : INFO : Epoch 1662 | loss: 0.0311121 | val_loss: 0.0311507 | Time: 1650.97 ms [2021-08-22 16:27:19 main:574] : INFO : Epoch 1663 | loss: 0.0311117 | val_loss: 0.0311496 | Time: 1870.06 ms [2021-08-22 16:27:21 main:574] : INFO : Epoch 1664 | loss: 0.0311119 | val_loss: 0.0311475 | Time: 1674.41 ms [2021-08-22 16:27:23 main:574] : INFO : Epoch 1665 | loss: 0.0311219 | val_loss: 0.0311479 | Time: 1628.54 ms [2021-08-22 16:27:25 main:574] : INFO : Epoch 1666 | loss: 0.031121 | val_loss: 0.0311485 | Time: 1914.37 ms [2021-08-22 16:27:27 main:574] : INFO : Epoch 1667 | loss: 0.0311231 | val_loss: 0.0311457 | Time: 1860.2 ms [2021-08-22 16:27:28 main:574] : INFO : Epoch 1668 | loss: 0.0311189 | val_loss: 0.0311447 | Time: 1585.47 ms [2021-08-22 16:27:30 main:574] : INFO : Epoch 1669 | loss: 0.0311164 | val_loss: 0.0311482 | Time: 1877.57 ms [2021-08-22 16:27:32 main:574] : INFO : Epoch 1670 | loss: 0.0311141 | val_loss: 0.0311435 | Time: 1932.83 ms [2021-08-22 16:27:34 main:574] : INFO : Epoch 1671 | loss: 0.031112 | val_loss: 0.0311421 | Time: 1685.33 ms [2021-08-22 16:27:35 main:574] : INFO : Epoch 1672 | loss: 0.0311124 | val_loss: 0.0311463 | Time: 1720.49 ms [2021-08-22 16:27:37 main:574] : INFO : Epoch 1673 | loss: 0.0311127 | val_loss: 0.031152 | Time: 1932.36 ms [2021-08-22 16:27:39 main:574] : INFO : Epoch 1674 | loss: 0.0311115 | val_loss: 0.0311453 | Time: 1897.63 ms [2021-08-22 16:27:41 main:574] : INFO : Epoch 1675 | loss: 0.0311112 | val_loss: 0.0311514 | Time: 1601.97 ms [2021-08-22 16:27:43 main:574] : INFO : Epoch 1676 | loss: 0.0311132 | val_loss: 0.0311495 | Time: 1870.89 ms [2021-08-22 16:27:45 main:574] : INFO : Epoch 1677 | loss: 0.0311114 | val_loss: 0.0311539 | Time: 1835.28 ms [2021-08-22 16:27:46 main:574] : INFO : Epoch 1678 | loss: 0.0311101 | val_loss: 0.0311485 | Time: 1631.95 ms [2021-08-22 16:27:48 main:574] : INFO : Epoch 1679 | loss: 0.0311086 | val_loss: 0.031149 | Time: 1571.11 ms [2021-08-22 16:27:50 main:574] : INFO : Epoch 1680 | loss: 0.0311078 | val_loss: 0.0311479 | Time: 1873.85 ms [2021-08-22 16:27:51 main:574] : INFO : Epoch 1681 | loss: 0.0311082 | val_loss: 0.0311488 | Time: 1772.24 ms [2021-08-22 16:27:53 main:574] : INFO : Epoch 1682 | loss: 0.0311081 | val_loss: 0.0311543 | Time: 1533.45 ms [2021-08-22 16:27:55 main:574] : INFO : Epoch 1683 | loss: 0.0311105 | val_loss: 0.0311517 | Time: 1911.39 ms [2021-08-22 16:27:57 main:574] : INFO : Epoch 1684 | loss: 0.0311123 | val_loss: 0.0311553 | Time: 1915.08 ms [2021-08-22 16:27:58 main:574] : INFO : Epoch 1685 | loss: 0.0311138 | val_loss: 0.0311474 | Time: 1560.16 ms [2021-08-22 16:28:00 main:574] : INFO : Epoch 1686 | loss: 0.0311095 | val_loss: 0.0311504 | Time: 1718.84 ms [2021-08-22 16:28:02 main:574] : INFO : Epoch 1687 | loss: 0.0311097 | val_loss: 0.0311477 | Time: 1886.37 ms [2021-08-22 16:28:04 main:574] : INFO : Epoch 1688 | loss: 0.0311101 | val_loss: 0.031148 | Time: 1683.27 ms [2021-08-22 16:28:05 main:574] : INFO : Epoch 1689 | loss: 0.0311138 | val_loss: 0.0311499 | Time: 1702.23 ms [2021-08-22 16:28:08 main:574] : INFO : Epoch 1690 | loss: 0.0311144 | val_loss: 0.0311485 | Time: 2039.05 ms [2021-08-22 16:28:09 main:574] : INFO : Epoch 1691 | loss: 0.0311159 | val_loss: 0.0311503 | Time: 1938.25 ms [2021-08-22 16:28:11 main:574] : INFO : Epoch 1692 | loss: 0.0311133 | val_loss: 0.0311477 | Time: 1760.38 ms [2021-08-22 16:28:13 main:574] : INFO : Epoch 1693 | loss: 0.0311169 | val_loss: 0.0311516 | Time: 1719.41 ms [2021-08-22 16:28:15 main:574] : INFO : Epoch 1694 | loss: 0.0311165 | val_loss: 0.0311644 | Time: 1889.84 ms [2021-08-22 16:28:17 main:574] : INFO : Epoch 1695 | loss: 0.0311172 | val_loss: 0.0311442 | Time: 1811.28 ms [2021-08-22 16:28:18 main:574] : INFO : Epoch 1696 | loss: 0.0311167 | val_loss: 0.0311463 | Time: 1560.69 ms [2021-08-22 16:28:20 main:574] : INFO : Epoch 1697 | loss: 0.031119 | val_loss: 0.031149 | Time: 1827.87 ms [2021-08-22 16:28:22 main:574] : INFO : Epoch 1698 | loss: 0.0311235 | val_loss: 0.0311482 | Time: 1751.46 ms [2021-08-22 16:28:24 main:574] : INFO : Epoch 1699 | loss: 0.0311406 | val_loss: 0.0311452 | Time: 1685.16 ms [2021-08-22 16:28:25 main:574] : INFO : Epoch 1700 | loss: 0.031124 | val_loss: 0.0311413 | Time: 1755.85 ms [2021-08-22 16:28:27 main:574] : INFO : Epoch 1701 | loss: 0.0311195 | val_loss: 0.0311464 | Time: 1882.31 ms [2021-08-22 16:28:29 main:574] : INFO : Epoch 1702 | loss: 0.0311163 | val_loss: 0.0311488 | Time: 1629.45 ms [2021-08-22 16:28:31 main:574] : INFO : Epoch 1703 | loss: 0.0311216 | val_loss: 0.031156 | Time: 1710.77 ms [2021-08-22 16:28:32 main:574] : INFO : Epoch 1704 | loss: 0.0311215 | val_loss: 0.0311495 | Time: 1934.99 ms [2021-08-22 16:28:34 main:574] : INFO : Epoch 1705 | loss: 0.0311268 | val_loss: 0.0311471 | Time: 1876.83 ms [2021-08-22 16:28:36 main:574] : INFO : Epoch 1706 | loss: 0.0311224 | val_loss: 0.0311403 | Time: 1719.05 ms [2021-08-22 16:28:38 main:574] : INFO : Epoch 1707 | loss: 0.0311196 | val_loss: 0.0311479 | Time: 1819.21 ms [2021-08-22 16:28:40 main:574] : INFO : Epoch 1708 | loss: 0.0311172 | val_loss: 0.0311429 | Time: 1884.83 ms [2021-08-22 16:28:41 main:574] : INFO : Epoch 1709 | loss: 0.0311142 | val_loss: 0.0311431 | Time: 1616.03 ms [2021-08-22 16:28:43 main:574] : INFO : Epoch 1710 | loss: 0.0311144 | val_loss: 0.0311484 | Time: 1618.43 ms [2021-08-22 16:28:45 main:574] : INFO : Epoch 1711 | loss: 0.0311141 | val_loss: 0.0311397 | Time: 1838.1 ms [2021-08-22 16:28:47 main:574] : INFO : Epoch 1712 | loss: 0.0311178 | val_loss: 0.0311447 | Time: 1775.17 ms [2021-08-22 16:28:48 main:574] : INFO : Epoch 1713 | loss: 0.0311182 | val_loss: 0.0311468 | Time: 1540.09 ms [2021-08-22 16:28:50 main:574] : INFO : Epoch 1714 | loss: 0.031118 | val_loss: 0.0311448 | Time: 1896.57 ms [2021-08-22 16:28:52 main:574] : INFO : Epoch 1715 | loss: 0.0311208 | val_loss: 0.0311471 | Time: 1780.85 ms [2021-08-22 16:28:53 main:574] : INFO : Epoch 1716 | loss: 0.0311196 | val_loss: 0.0311449 | Time: 1554.61 ms [2021-08-22 16:28:55 main:574] : INFO : Epoch 1717 | loss: 0.0311186 | val_loss: 0.0311459 | Time: 1789.39 ms [2021-08-22 16:28:57 main:574] : INFO : Epoch 1718 | loss: 0.0311134 | val_loss: 0.031145 | Time: 1875.26 ms [2021-08-22 16:28:59 main:574] : INFO : Epoch 1719 | loss: 0.0311186 | val_loss: 0.0311492 | Time: 1598.63 ms [2021-08-22 16:29:00 main:574] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.0311448 | Time: 1724.68 ms [2021-08-22 16:29:03 main:574] : INFO : Epoch 1721 | loss: 0.0311227 | val_loss: 0.0311484 | Time: 2018.13 ms [2021-08-22 16:29:04 main:574] : INFO : Epoch 1722 | loss: 0.0311187 | val_loss: 0.0311472 | Time: 1712.25 ms [2021-08-22 16:29:06 main:574] : INFO : Epoch 1723 | loss: 0.0311246 | val_loss: 0.0311438 | Time: 1700.98 ms [2021-08-22 16:29:08 main:574] : INFO : Epoch 1724 | loss: 0.0311137 | val_loss: 0.031146 | Time: 1823.35 ms [2021-08-22 16:29:10 main:574] : INFO : Epoch 1725 | loss: 0.0311125 | val_loss: 0.031145 | Time: 2080.02 ms [2021-08-22 16:29:11 main:574] : INFO : Epoch 1726 | loss: 0.0311145 | val_loss: 0.0311484 | Time: 1593.49 ms [2021-08-22 16:29:13 main:574] : INFO : Epoch 1727 | loss: 0.031112 | val_loss: 0.0311529 | Time: 1747.1 ms [2021-08-22 16:29:15 main:574] : INFO : Epoch 1728 | loss: 0.0311134 | val_loss: 0.0311442 | Time: 2078.45 ms [2021-08-22 16:29:17 main:574] : INFO : Epoch 1729 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 2074.09 ms [2021-08-22 16:29:19 main:574] : INFO : Epoch 1730 | loss: 0.0311151 | val_loss: 0.0311476 | Time: 1726.78 ms [2021-08-22 16:29:21 main:574] : INFO : Epoch 1731 | loss: 0.0311153 | val_loss: 0.0311451 | Time: 1622.93 ms [2021-08-22 16:29:23 main:574] : INFO : Epoch 1732 | loss: 0.0311137 | val_loss: 0.031159 | Time: 1842.54 ms [2021-08-22 16:29:24 main:574] : INFO : Epoch 1733 | loss: 0.031118 | val_loss: 0.0311451 | Time: 1778.65 ms [2021-08-22 16:29:26 main:574] : INFO : Epoch 1734 | loss: 0.0311172 | val_loss: 0.0311431 | Time: 1599.08 ms [2021-08-22 16:29:28 main:574] : INFO : Epoch 1735 | loss: 0.0311208 | val_loss: 0.0311383 | Time: 1810.5 ms [2021-08-22 16:29:30 main:574] : INFO : Epoch 1736 | loss: 0.0311179 | val_loss: 0.0311441 | Time: 1832.08 ms [2021-08-22 16:29:31 main:574] : INFO : Epoch 1737 | loss: 0.031117 | val_loss: 0.0311478 | Time: 1605.78 ms [2021-08-22 16:29:33 main:574] : INFO : Epoch 1738 | loss: 0.0311143 | val_loss: 0.0311476 | Time: 1761.44 ms [2021-08-22 16:29:35 main:574] : INFO : Epoch 1739 | loss: 0.0311116 | val_loss: 0.0311468 | Time: 1951.73 ms [2021-08-22 16:29:37 main:574] : INFO : Epoch 1740 | loss: 0.0311137 | val_loss: 0.0311502 | Time: 1644.17 ms [2021-08-22 16:29:38 main:574] : INFO : Epoch 1741 | loss: 0.0311144 | val_loss: 0.0311521 | Time: 1638.32 ms [2021-08-22 16:29:40 main:574] : INFO : Epoch 1742 | loss: 0.0311141 | val_loss: 0.0311508 | Time: 1839.48 ms [2021-08-22 16:29:42 main:574] : INFO : Epoch 1743 | loss: 0.0311169 | val_loss: 0.031152 | Time: 1728.18 ms [2021-08-22 16:29:43 main:574] : INFO : Epoch 1744 | loss: 0.0311167 | val_loss: 0.0311591 | Time: 1618.82 ms [2021-08-22 16:29:45 main:574] : INFO : Epoch 1745 | loss: 0.0311164 | val_loss: 0.0311493 | Time: 1857.44 ms [2021-08-22 16:29:47 main:574] : INFO : Epoch 1746 | loss: 0.0311131 | val_loss: 0.0311489 | Time: 1832.83 ms [2021-08-22 16:29:49 main:574] : INFO : Epoch 1747 | loss: 0.0311145 | val_loss: 0.0311473 | Time: 1572.69 ms [2021-08-22 16:29:51 main:574] : INFO : Epoch 1748 | loss: 0.0311154 | val_loss: 0.0311638 | Time: 1766.98 ms [2021-08-22 16:29:52 main:574] : INFO : Epoch 1749 | loss: 0.0311166 | val_loss: 0.0311519 | Time: 1903.11 ms [2021-08-22 16:29:54 main:574] : INFO : Epoch 1750 | loss: 0.0311121 | val_loss: 0.0311458 | Time: 1636.74 ms [2021-08-22 16:29:56 main:574] : INFO : Epoch 1751 | loss: 0.0311119 | val_loss: 0.0311515 | Time: 1633.84 ms [2021-08-22 16:29:58 main:574] : INFO : Epoch 1752 | loss: 0.0311102 | val_loss: 0.0311486 | Time: 1926.12 ms [2021-08-22 16:29:59 main:574] : INFO : Epoch 1753 | loss: 0.0311144 | val_loss: 0.0311456 | Time: 1812.91 ms [2021-08-22 16:30:01 main:574] : INFO : Epoch 1754 | loss: 0.0311123 | val_loss: 0.0311471 | Time: 1713.03 ms [2021-08-22 16:30:03 main:574] : INFO : Epoch 1755 | loss: 0.0311144 | val_loss: 0.0311407 | Time: 1824.9 ms [2021-08-22 16:30:05 main:574] : INFO : Epoch 1756 | loss: 0.0311119 | val_loss: 0.0311476 | Time: 2004.65 ms [2021-08-22 16:30:07 main:574] : INFO : Epoch 1757 | loss: 0.0311152 | val_loss: 0.0311434 | Time: 1682.42 ms [2021-08-22 16:30:08 main:574] : INFO : Epoch 1758 | loss: 0.0311152 | val_loss: 0.0311505 | Time: 1657.86 ms [2021-08-22 16:30:10 main:574] : INFO : Epoch 1759 | loss: 0.0311105 | val_loss: 0.0311468 | Time: 1947.43 ms [2021-08-22 16:30:12 main:574] : INFO : Epoch 1760 | loss: 0.0311101 | val_loss: 0.0311435 | Time: 1884.51 ms [2021-08-22 16:30:14 main:574] : INFO : Epoch 1761 | loss: 0.0311115 | val_loss: 0.0311427 | Time: 1669.21 ms [2021-08-22 16:30:16 main:574] : INFO : Epoch 1762 | loss: 0.0311082 | val_loss: 0.0311502 | Time: 1785.14 ms [2021-08-22 16:30:18 main:574] : INFO : Epoch 1763 | loss: 0.031115 | val_loss: 0.0311485 | Time: 2001.23 ms [2021-08-22 16:30:20 main:574] : INFO : Epoch 1764 | loss: 0.0311134 | val_loss: 0.0311452 | Time: 1826.49 ms [2021-08-22 16:30:21 main:574] : INFO : Epoch 1765 | loss: 0.0311126 | val_loss: 0.0311517 | Time: 1792.92 ms [2021-08-22 16:30:23 main:574] : INFO : Epoch 1766 | loss: 0.0311108 | val_loss: 0.0311495 | Time: 1803.98 ms [2021-08-22 16:30:25 main:574] : INFO : Epoch 1767 | loss: 0.0311157 | val_loss: 0.031141 | Time: 1939.1 ms [2021-08-22 16:30:27 main:574] : INFO : Epoch 1768 | loss: 0.0311133 | val_loss: 0.0311429 | Time: 1582.56 ms [2021-08-22 16:30:28 main:574] : INFO : Epoch 1769 | loss: 0.0311144 | val_loss: 0.0311481 | Time: 1629.24 ms [2021-08-22 16:30:30 main:574] : INFO : Epoch 1770 | loss: 0.0311159 | val_loss: 0.0311446 | Time: 1821.06 ms [2021-08-22 16:30:32 main:574] : INFO : Epoch 1771 | loss: 0.0311128 | val_loss: 0.0311535 | Time: 1651.55 ms [2021-08-22 16:30:33 main:574] : INFO : Epoch 1772 | loss: 0.0311119 | val_loss: 0.0311431 | Time: 1658.52 ms [2021-08-22 16:30:35 main:574] : INFO : Epoch 1773 | loss: 0.0311318 | val_loss: 0.0311459 | Time: 1870.18 ms [2021-08-22 16:30:37 main:574] : INFO : Epoch 1774 | loss: 0.0311275 | val_loss: 0.031141 | Time: 1711.48 ms [2021-08-22 16:30:39 main:574] : INFO : Epoch 1775 | loss: 0.0311199 | val_loss: 0.0311436 | Time: 1666.36 ms [2021-08-22 16:30:41 main:574] : INFO : Epoch 1776 | loss: 0.0311131 | val_loss: 0.0311382 | Time: 1806.85 ms [2021-08-22 16:30:42 main:574] : INFO : Epoch 1777 | loss: 0.0311163 | val_loss: 0.0311415 | Time: 1780.55 ms [2021-08-22 16:30:44 main:574] : INFO : Epoch 1778 | loss: 0.0311178 | val_loss: 0.0311462 | Time: 1617.49 ms [2021-08-22 16:30:46 main:574] : INFO : Epoch 1779 | loss: 0.0311179 | val_loss: 0.0311405 | Time: 1761.44 ms [2021-08-22 16:30:48 main:574] : INFO : Epoch 1780 | loss: 0.0311144 | val_loss: 0.031141 | Time: 1902.8 ms [2021-08-22 16:30:49 main:574] : INFO : Epoch 1781 | loss: 0.0311111 | val_loss: 0.0311409 | Time: 1623.77 ms [2021-08-22 16:30:51 main:574] : INFO : Epoch 1782 | loss: 0.0311105 | val_loss: 0.0311394 | Time: 1639.63 ms [2021-08-22 16:30:53 main:574] : INFO : Epoch 1783 | loss: 0.0311115 | val_loss: 0.0311425 | Time: 1868.28 ms [2021-08-22 16:30:55 main:574] : INFO : Epoch 1784 | loss: 0.031112 | val_loss: 0.0311412 | Time: 1711.81 ms [2021-08-22 16:30:56 main:574] : INFO : Epoch 1785 | loss: 0.0311118 | val_loss: 0.0311396 | Time: 1587.01 ms [2021-08-22 16:30:58 main:574] : INFO : Epoch 1786 | loss: 0.0311097 | val_loss: 0.0311408 | Time: 1953.6 ms [2021-08-22 16:31:00 main:574] : INFO : Epoch 1787 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 1969.97 ms [2021-08-22 16:31:02 main:574] : INFO : Epoch 1788 | loss: 0.0311105 | val_loss: 0.0311455 | Time: 1668.55 ms [2021-08-22 16:31:04 main:574] : INFO : Epoch 1789 | loss: 0.0311095 | val_loss: 0.0311443 | Time: 1816.82 ms [2021-08-22 16:31:06 main:574] : INFO : Epoch 1790 | loss: 0.0311095 | val_loss: 0.0311399 | Time: 1944.23 ms [2021-08-22 16:31:07 main:574] : INFO : Epoch 1791 | loss: 0.0311086 | val_loss: 0.0311401 | Time: 1855.04 ms [2021-08-22 16:31:09 main:574] : INFO : Epoch 1792 | loss: 0.0311087 | val_loss: 0.0311413 | Time: 1696 ms [2021-08-22 16:31:11 main:574] : INFO : Epoch 1793 | loss: 0.0311098 | val_loss: 0.0311441 | Time: 1801.14 ms [2021-08-22 16:31:13 main:574] : INFO : Epoch 1794 | loss: 0.0311133 | val_loss: 0.031138 | Time: 1934.68 ms [2021-08-22 16:31:15 main:574] : INFO : Epoch 1795 | loss: 0.0311106 | val_loss: 0.031143 | Time: 1675.53 ms [2021-08-22 16:31:16 main:574] : INFO : Epoch 1796 | loss: 0.031111 | val_loss: 0.031146 | Time: 1612.95 ms [2021-08-22 16:31:18 main:574] : INFO : Epoch 1797 | loss: 0.0311105 | val_loss: 0.0311511 | Time: 1975.7 ms [2021-08-22 16:31:20 main:574] : INFO : Epoch 1798 | loss: 0.0311096 | val_loss: 0.0311449 | Time: 1976.43 ms [2021-08-22 16:31:22 main:574] : INFO : Epoch 1799 | loss: 0.0311124 | val_loss: 0.0311478 | Time: 1587.06 ms [2021-08-22 16:31:23 main:574] : INFO : Epoch 1800 | loss: 0.0311317 | val_loss: 0.031148 | Time: 1746.17 ms [2021-08-22 16:31:25 main:574] : INFO : Epoch 1801 | loss: 0.0311428 | val_loss: 0.0311505 | Time: 1891.05 ms [2021-08-22 16:31:27 main:574] : INFO : Epoch 1802 | loss: 0.0311438 | val_loss: 0.0311458 | Time: 1741.98 ms [2021-08-22 16:31:29 main:574] : INFO : Epoch 1803 | loss: 0.0311406 | val_loss: 0.0311522 | Time: 1634.31 ms [2021-08-22 16:31:31 main:574] : INFO : Epoch 1804 | loss: 0.0311402 | val_loss: 0.0311512 | Time: 1935.35 ms [2021-08-22 16:31:32 main:574] : INFO : Epoch 1805 | loss: 0.0311373 | val_loss: 0.031146 | Time: 1711.77 ms [2021-08-22 16:31:34 main:574] : INFO : Epoch 1806 | loss: 0.031132 | val_loss: 0.0311449 | Time: 1685.18 ms [2021-08-22 16:31:36 main:574] : INFO : Epoch 1807 | loss: 0.0311308 | val_loss: 0.0311483 | Time: 1768.08 ms [2021-08-22 16:31:38 main:574] : INFO : Epoch 1808 | loss: 0.0311281 | val_loss: 0.0311481 | Time: 1884.37 ms [2021-08-22 16:31:39 main:574] : INFO : Epoch 1809 | loss: 0.0311273 | val_loss: 0.0311449 | Time: 1564.72 ms [2021-08-22 16:31:41 main:574] : INFO : Epoch 1810 | loss: 0.0311242 | val_loss: 0.0311398 | Time: 1663.22 ms [2021-08-22 16:31:43 main:574] : INFO : Epoch 1811 | loss: 0.0311232 | val_loss: 0.0311389 | Time: 1970.11 ms [2021-08-22 16:31:45 main:574] : INFO : Epoch 1812 | loss: 0.0311218 | val_loss: 0.0311412 | Time: 1585.33 ms [2021-08-22 16:31:46 main:574] : INFO : Epoch 1813 | loss: 0.0311227 | val_loss: 0.0311385 | Time: 1633.04 ms [2021-08-22 16:31:48 main:574] : INFO : Epoch 1814 | loss: 0.0311214 | val_loss: 0.0311409 | Time: 1874.78 ms [2021-08-22 16:31:50 main:574] : INFO : Epoch 1815 | loss: 0.0311203 | val_loss: 0.0311428 | Time: 1737.27 ms [2021-08-22 16:31:51 main:574] : INFO : Epoch 1816 | loss: 0.0311199 | val_loss: 0.0311385 | Time: 1610.1 ms [2021-08-22 16:31:53 main:574] : INFO : Epoch 1817 | loss: 0.031118 | val_loss: 0.0311397 | Time: 1860.36 ms [2021-08-22 16:31:55 main:574] : INFO : Epoch 1818 | loss: 0.0311168 | val_loss: 0.0311386 | Time: 1883.34 ms [2021-08-22 16:31:57 main:574] : INFO : Epoch 1819 | loss: 0.0311159 | val_loss: 0.03114 | Time: 1599.13 ms [2021-08-22 16:31:59 main:574] : INFO : Epoch 1820 | loss: 0.0311165 | val_loss: 0.0311396 | Time: 1867.18 ms [2021-08-22 16:32:01 main:574] : INFO : Epoch 1821 | loss: 0.0311228 | val_loss: 0.0311369 | Time: 1950.33 ms [2021-08-22 16:32:02 main:574] : INFO : Epoch 1822 | loss: 0.0311214 | val_loss: 0.0311384 | Time: 1768.89 ms [2021-08-22 16:32:04 main:574] : INFO : Epoch 1823 | loss: 0.0311233 | val_loss: 0.0311397 | Time: 1758.07 ms [2021-08-22 16:32:06 main:574] : INFO : Epoch 1824 | loss: 0.0311257 | val_loss: 0.0311418 | Time: 1838.99 ms [2021-08-22 16:32:08 main:574] : INFO : Epoch 1825 | loss: 0.0311199 | val_loss: 0.031139 | Time: 1971.18 ms [2021-08-22 16:32:10 main:574] : INFO : Epoch 1826 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 1632.39 ms [2021-08-22 16:32:11 main:574] : INFO : Epoch 1827 | loss: 0.0311165 | val_loss: 0.0311371 | Time: 1745.82 ms [2021-08-22 16:32:13 main:574] : INFO : Epoch 1828 | loss: 0.0311176 | val_loss: 0.0311396 | Time: 1900.87 ms [2021-08-22 16:32:15 main:574] : INFO : Epoch 1829 | loss: 0.0311152 | val_loss: 0.0311397 | Time: 1863.69 ms [2021-08-22 16:32:17 main:574] : INFO : Epoch 1830 | loss: 0.0311172 | val_loss: 0.0311414 | Time: 1576.14 ms [2021-08-22 16:32:19 main:574] : INFO : Epoch 1831 | loss: 0.0311134 | val_loss: 0.0311416 | Time: 1780.48 ms [2021-08-22 16:32:20 main:574] : INFO : Epoch 1832 | loss: 0.0311115 | val_loss: 0.0311371 | Time: 1872.05 ms [2021-08-22 16:32:22 main:574] : INFO : Epoch 1833 | loss: 0.03111 | val_loss: 0.0311395 | Time: 1688.82 ms [2021-08-22 16:32:24 main:574] : INFO : Epoch 1834 | loss: 0.0311122 | val_loss: 0.0311411 | Time: 1673.23 ms [2021-08-22 16:32:26 main:574] : INFO : Epoch 1835 | loss: 0.0311128 | val_loss: 0.0311401 | Time: 1807.63 ms [2021-08-22 16:32:27 main:574] : INFO : Epoch 1836 | loss: 0.0311139 | val_loss: 0.0311416 | Time: 1674.3 ms [2021-08-22 16:32:29 main:574] : INFO : Epoch 1837 | loss: 0.0311111 | val_loss: 0.0311434 | Time: 1599.42 ms [2021-08-22 16:32:31 main:574] : INFO : Epoch 1838 | loss: 0.0311096 | val_loss: 0.0311395 | Time: 1859.73 ms [2021-08-22 16:32:33 main:574] : INFO : Epoch 1839 | loss: 0.0311109 | val_loss: 0.0311444 | Time: 1783.8 ms [2021-08-22 16:32:34 main:574] : INFO : Epoch 1840 | loss: 0.0311112 | val_loss: 0.0311405 | Time: 1689.35 ms [2021-08-22 16:32:36 main:574] : INFO : Epoch 1841 | loss: 0.0311133 | val_loss: 0.0311431 | Time: 1838.22 ms [2021-08-22 16:32:38 main:574] : INFO : Epoch 1842 | loss: 0.0311105 | val_loss: 0.0311392 | Time: 1812.61 ms [2021-08-22 16:32:40 main:574] : INFO : Epoch 1843 | loss: 0.0311128 | val_loss: 0.0311399 | Time: 1645.51 ms [2021-08-22 16:32:41 main:574] : INFO : Epoch 1844 | loss: 0.0311151 | val_loss: 0.0311373 | Time: 1730.65 ms [2021-08-22 16:32:43 main:574] : INFO : Epoch 1845 | loss: 0.0311148 | val_loss: 0.0311424 | Time: 1947.54 ms [2021-08-22 16:32:45 main:574] : INFO : Epoch 1846 | loss: 0.0311139 | val_loss: 0.0311422 | Time: 1723.23 ms [2021-08-22 16:32:47 main:574] : INFO : Epoch 1847 | loss: 0.0311104 | val_loss: 0.0311401 | Time: 1550.48 ms [2021-08-22 16:32:48 main:574] : INFO : Epoch 1848 | loss: 0.0311095 | val_loss: 0.0311441 | Time: 1874.77 ms [2021-08-22 16:32:50 main:574] : INFO : Epoch 1849 | loss: 0.0311164 | val_loss: 0.0311459 | Time: 1673.93 ms [2021-08-22 16:32:52 main:574] : INFO : Epoch 1850 | loss: 0.0311216 | val_loss: 0.0311445 | Time: 1490.25 ms [2021-08-22 16:32:53 main:574] : INFO : Epoch 1851 | loss: 0.0311213 | val_loss: 0.0311421 | Time: 1855.32 ms [2021-08-22 16:32:55 main:574] : INFO : Epoch 1852 | loss: 0.0311181 | val_loss: 0.0311421 | Time: 1719.77 ms [2021-08-22 16:32:57 main:574] : INFO : Epoch 1853 | loss: 0.0311135 | val_loss: 0.0311353 | Time: 1629.27 ms [2021-08-22 16:32:59 main:574] : INFO : Epoch 1854 | loss: 0.0311124 | val_loss: 0.031139 | Time: 1919.69 ms [2021-08-22 16:33:01 main:574] : INFO : Epoch 1855 | loss: 0.0311121 | val_loss: 0.0311398 | Time: 1976.58 ms [2021-08-22 16:33:03 main:574] : INFO : Epoch 1856 | loss: 0.0311119 | val_loss: 0.0311408 | Time: 1767.94 ms [2021-08-22 16:33:04 main:574] : INFO : Epoch 1857 | loss: 0.0311141 | val_loss: 0.0311526 | Time: 1679.96 ms [2021-08-22 16:33:06 main:574] : INFO : Epoch 1858 | loss: 0.0311143 | val_loss: 0.0311439 | Time: 1946.1 ms [2021-08-22 16:33:08 main:574] : INFO : Epoch 1859 | loss: 0.0311104 | val_loss: 0.0311429 | Time: 1938.68 ms [2021-08-22 16:33:10 main:574] : INFO : Epoch 1860 | loss: 0.0311137 | val_loss: 0.0311436 | Time: 1661.56 ms [2021-08-22 16:33:12 main:574] : INFO : Epoch 1861 | loss: 0.0311176 | val_loss: 0.0311404 | Time: 1742.82 ms [2021-08-22 16:33:13 main:574] : INFO : Epoch 1862 | loss: 0.0311181 | val_loss: 0.0311392 | Time: 1875.91 ms [2021-08-22 16:33:15 main:574] : INFO : Epoch 1863 | loss: 0.0311118 | val_loss: 0.0311466 | Time: 1600.68 ms [2021-08-22 16:33:17 main:574] : INFO : Epoch 1864 | loss: 0.0311098 | val_loss: 0.0311457 | Time: 1575.96 ms [2021-08-22 16:33:18 main:574] : INFO : Epoch 1865 | loss: 0.0311103 | val_loss: 0.0311429 | Time: 1868.43 ms [2021-08-22 16:33:20 main:574] : INFO : Epoch 1866 | loss: 0.0311086 | val_loss: 0.0311433 | Time: 1753.45 ms [2021-08-22 16:33:22 main:574] : INFO : Epoch 1867 | loss: 0.031111 | val_loss: 0.0311438 | Time: 1566.4 ms [2021-08-22 16:33:24 main:574] : INFO : Epoch 1868 | loss: 0.0311113 | val_loss: 0.0311492 | Time: 1839.19 ms [2021-08-22 16:33:25 main:574] : INFO : Epoch 1869 | loss: 0.0311099 | val_loss: 0.0311375 | Time: 1747.26 ms [2021-08-22 16:33:27 main:574] : INFO : Epoch 1870 | loss: 0.0311132 | val_loss: 0.0311395 | Time: 1598.91 ms [2021-08-22 16:33:29 main:574] : INFO : Epoch 1871 | loss: 0.031111 | val_loss: 0.0311398 | Time: 1826.03 ms [2021-08-22 16:33:31 main:574] : INFO : Epoch 1872 | loss: 0.0311092 | val_loss: 0.0311416 | Time: 1845.05 ms [2021-08-22 16:33:32 main:574] : INFO : Epoch 1873 | loss: 0.0311131 | val_loss: 0.0311413 | Time: 1631.07 ms [2021-08-22 16:33:34 main:574] : INFO : Epoch 1874 | loss: 0.0311108 | val_loss: 0.0311414 | Time: 1655.61 ms [2021-08-22 16:33:36 main:574] : INFO : Epoch 1875 | loss: 0.0311088 | val_loss: 0.0311412 | Time: 1872.71 ms [2021-08-22 16:33:38 main:574] : INFO : Epoch 1876 | loss: 0.0311098 | val_loss: 0.0311435 | Time: 1873.63 ms [2021-08-22 16:33:40 main:574] : INFO : Epoch 1877 | loss: 0.0311153 | val_loss: 0.0311386 | Time: 1776.3 ms [2021-08-22 16:33:41 main:574] : INFO : Epoch 1878 | loss: 0.0311143 | val_loss: 0.0311409 | Time: 1891.5 ms [2021-08-22 16:33:43 main:574] : INFO : Epoch 1879 | loss: 0.0311162 | val_loss: 0.0311419 | Time: 1981.4 ms [2021-08-22 16:33:45 main:574] : INFO : Epoch 1880 | loss: 0.0311115 | val_loss: 0.0311396 | Time: 1677.1 ms [2021-08-22 16:33:47 main:574] : INFO : Epoch 1881 | loss: 0.0311106 | val_loss: 0.0311401 | Time: 1616.77 ms [2021-08-22 16:33:49 main:574] : INFO : Epoch 1882 | loss: 0.0311096 | val_loss: 0.0311381 | Time: 1873.38 ms [2021-08-22 16:33:50 main:574] : INFO : Epoch 1883 | loss: 0.0311077 | val_loss: 0.0311417 | Time: 1694.93 ms [2021-08-22 16:33:52 main:574] : INFO : Epoch 1884 | loss: 0.0311072 | val_loss: 0.0311408 | Time: 1606.02 ms [2021-08-22 16:33:54 main:574] : INFO : Epoch 1885 | loss: 0.0311049 | val_loss: 0.0311416 | Time: 1792.92 ms [2021-08-22 16:33:55 main:574] : INFO : Epoch 1886 | loss: 0.0311056 | val_loss: 0.0311435 | Time: 1780.39 ms [2021-08-22 16:33:57 main:574] : INFO : Epoch 1887 | loss: 0.0311076 | val_loss: 0.0311502 | Time: 1737.74 ms [2021-08-22 16:33:59 main:574] : INFO : Epoch 1888 | loss: 0.0311082 | val_loss: 0.0311413 | Time: 2047.09 ms [2021-08-22 16:34:01 main:574] : INFO : Epoch 1889 | loss: 0.0311078 | val_loss: 0.0311376 | Time: 1943.79 ms [2021-08-22 16:34:03 main:574] : INFO : Epoch 1890 | loss: 0.0311088 | val_loss: 0.0311416 | Time: 1853.47 ms [2021-08-22 16:34:05 main:574] : INFO : Epoch 1891 | loss: 0.0311083 | val_loss: 0.0311401 | Time: 1539.73 ms [2021-08-22 16:34:06 main:574] : INFO : Epoch 1892 | loss: 0.031105 | val_loss: 0.0311404 | Time: 1809.68 ms [2021-08-22 16:34:08 main:574] : INFO : Epoch 1893 | loss: 0.0311039 | val_loss: 0.0311429 | Time: 1989.07 ms [2021-08-22 16:34:10 main:574] : INFO : Epoch 1894 | loss: 0.0311187 | val_loss: 0.0311375 | Time: 1691.34 ms [2021-08-22 16:34:12 main:574] : INFO : Epoch 1895 | loss: 0.0311219 | val_loss: 0.0311422 | Time: 1566.87 ms [2021-08-22 16:34:14 main:574] : INFO : Epoch 1896 | loss: 0.0311205 | val_loss: 0.0311505 | Time: 1826.44 ms [2021-08-22 16:34:15 main:574] : INFO : Epoch 1897 | loss: 0.0311326 | val_loss: 0.0311429 | Time: 1610.72 ms [2021-08-22 16:34:17 main:574] : INFO : Epoch 1898 | loss: 0.031121 | val_loss: 0.0311384 | Time: 1602.76 ms [2021-08-22 16:34:19 main:574] : INFO : Epoch 1899 | loss: 0.0311129 | val_loss: 0.0311497 | Time: 1928.14 ms [2021-08-22 16:34:21 main:574] : INFO : Epoch 1900 | loss: 0.0311147 | val_loss: 0.0311493 | Time: 1765.02 ms [2021-08-22 16:34:22 main:574] : INFO : Epoch 1901 | loss: 0.0311102 | val_loss: 0.0311431 | Time: 1541.83 ms [2021-08-22 16:34:24 main:574] : INFO : Epoch 1902 | loss: 0.0311099 | val_loss: 0.0311388 | Time: 1773.41 ms [2021-08-22 16:34:26 main:574] : INFO : Epoch 1903 | loss: 0.0311108 | val_loss: 0.0311415 | Time: 1799.34 ms [2021-08-22 16:34:27 main:574] : INFO : Epoch 1904 | loss: 0.0311092 | val_loss: 0.0311441 | Time: 1606.46 ms [2021-08-22 16:34:29 main:574] : INFO : Epoch 1905 | loss: 0.0311087 | val_loss: 0.0311428 | Time: 1766.28 ms [2021-08-22 16:34:31 main:574] : INFO : Epoch 1906 | loss: 0.0311066 | val_loss: 0.031139 | Time: 1932.42 ms [2021-08-22 16:34:33 main:574] : INFO : Epoch 1907 | loss: 0.031106 | val_loss: 0.0311413 | Time: 1640.21 ms [2021-08-22 16:34:34 main:574] : INFO : Epoch 1908 | loss: 0.0311068 | val_loss: 0.0311474 | Time: 1646.17 ms [2021-08-22 16:34:36 main:574] : INFO : Epoch 1909 | loss: 0.0311046 | val_loss: 0.0311406 | Time: 1936.37 ms [2021-08-22 16:34:38 main:574] : INFO : Epoch 1910 | loss: 0.0311048 | val_loss: 0.0311413 | Time: 1811.53 ms [2021-08-22 16:34:40 main:574] : INFO : Epoch 1911 | loss: 0.0311043 | val_loss: 0.0311401 | Time: 1630.82 ms [2021-08-22 16:34:41 main:574] : INFO : Epoch 1912 | loss: 0.0311039 | val_loss: 0.0311453 | Time: 1800.82 ms [2021-08-22 16:34:43 main:574] : INFO : Epoch 1913 | loss: 0.0311082 | val_loss: 0.0311423 | Time: 1965.04 ms [2021-08-22 16:34:45 main:574] : INFO : Epoch 1914 | loss: 0.0311051 | val_loss: 0.0311396 | Time: 1717.99 ms [2021-08-22 16:34:47 main:574] : INFO : Epoch 1915 | loss: 0.0311071 | val_loss: 0.0311405 | Time: 1705.26 ms [2021-08-22 16:34:49 main:574] : INFO : Epoch 1916 | loss: 0.0311074 | val_loss: 0.0311427 | Time: 1952.32 ms [2021-08-22 16:34:51 main:574] : INFO : Epoch 1917 | loss: 0.0311059 | val_loss: 0.0311442 | Time: 1733.61 ms [2021-08-22 16:34:52 main:574] : INFO : Epoch 1918 | loss: 0.0311062 | val_loss: 0.0311459 | Time: 1678.78 ms [2021-08-22 16:34:54 main:574] : INFO : Epoch 1919 | loss: 0.0311063 | val_loss: 0.0311428 | Time: 1789.77 ms [2021-08-22 16:34:56 main:574] : INFO : Epoch 1920 | loss: 0.031107 | val_loss: 0.0311445 | Time: 1871.3 ms [2021-08-22 16:34:58 main:574] : INFO : Epoch 1921 | loss: 0.0311134 | val_loss: 0.0311387 | Time: 1599.11 ms [2021-08-22 16:34:59 main:574] : INFO : Epoch 1922 | loss: 0.0311145 | val_loss: 0.0311427 | Time: 1736.62 ms [2021-08-22 16:35:01 main:574] : INFO : Epoch 1923 | loss: 0.031115 | val_loss: 0.0311429 | Time: 1949.84 ms [2021-08-22 16:35:03 main:574] : INFO : Epoch 1924 | loss: 0.0311114 | val_loss: 0.0311425 | Time: 1796.44 ms [2021-08-22 16:35:05 main:574] : INFO : Epoch 1925 | loss: 0.0311114 | val_loss: 0.031144 | Time: 1768.72 ms [2021-08-22 16:35:07 main:574] : INFO : Epoch 1926 | loss: 0.0311077 | val_loss: 0.0311479 | Time: 1755.55 ms [2021-08-22 16:35:08 main:574] : INFO : Epoch 1927 | loss: 0.0311067 | val_loss: 0.03114 | Time: 1839.86 ms [2021-08-22 16:35:10 main:574] : INFO : Epoch 1928 | loss: 0.0311055 | val_loss: 0.0311472 | Time: 1566.95 ms [2021-08-22 16:35:12 main:574] : INFO : Epoch 1929 | loss: 0.0311066 | val_loss: 0.0311407 | Time: 1729.5 ms [2021-08-22 16:35:14 main:574] : INFO : Epoch 1930 | loss: 0.0311071 | val_loss: 0.0311469 | Time: 1822.54 ms [2021-08-22 16:35:15 main:574] : INFO : Epoch 1931 | loss: 0.0311059 | val_loss: 0.0311462 | Time: 1621.81 ms [2021-08-22 16:35:17 main:574] : INFO : Epoch 1932 | loss: 0.0311045 | val_loss: 0.0311502 | Time: 1647.59 ms [2021-08-22 16:35:19 main:574] : INFO : Epoch 1933 | loss: 0.0311033 | val_loss: 0.0311483 | Time: 1890 ms [2021-08-22 16:35:20 main:574] : INFO : Epoch 1934 | loss: 0.0311061 | val_loss: 0.0311478 | Time: 1654.72 ms [2021-08-22 16:35:22 main:574] : INFO : Epoch 1935 | loss: 0.0311054 | val_loss: 0.0311434 | Time: 1609.67 ms [2021-08-22 16:35:24 main:574] : INFO : Epoch 1936 | loss: 0.0311049 | val_loss: 0.0311458 | Time: 1821.64 ms [2021-08-22 16:35:26 main:574] : INFO : Epoch 1937 | loss: 0.0311093 | val_loss: 0.031145 | Time: 1672.11 ms [2021-08-22 16:35:27 main:574] : INFO : Epoch 1938 | loss: 0.0311064 | val_loss: 0.031148 | Time: 1686.13 ms [2021-08-22 16:35:29 main:574] : INFO : Epoch 1939 | loss: 0.0311074 | val_loss: 0.0311457 | Time: 1936.74 ms [2021-08-22 16:35:31 main:574] : INFO : Epoch 1940 | loss: 0.0311048 | val_loss: 0.0311466 | Time: 1933.6 ms [2021-08-22 16:35:33 main:574] : INFO : Epoch 1941 | loss: 0.0311029 | val_loss: 0.0311474 | Time: 1708.69 ms [2021-08-22 16:35:35 main:574] : INFO : Epoch 1942 | loss: 0.0311027 | val_loss: 0.0311481 | Time: 1677.01 ms [2021-08-22 16:35:36 main:574] : INFO : Epoch 1943 | loss: 0.0311033 | val_loss: 0.0311443 | Time: 1866.15 ms [2021-08-22 16:35:38 main:574] : INFO : Epoch 1944 | loss: 0.0311021 | val_loss: 0.0311489 | Time: 1758.51 ms [2021-08-22 16:35:40 main:574] : INFO : Epoch 1945 | loss: 0.031101 | val_loss: 0.031146 | Time: 1702.78 ms [2021-08-22 16:35:42 main:574] : INFO : Epoch 1946 | loss: 0.0311118 | val_loss: 0.0311449 | Time: 1790.5 ms [2021-08-22 16:35:44 main:574] : INFO : Epoch 1947 | loss: 0.0311129 | val_loss: 0.0311407 | Time: 2014.45 ms [2021-08-22 16:35:45 main:574] : INFO : Epoch 1948 | loss: 0.0311093 | val_loss: 0.0311422 | Time: 1740.45 ms [2021-08-22 16:35:47 main:574] : INFO : Epoch 1949 | loss: 0.0311082 | val_loss: 0.0311422 | Time: 1618.6 ms [2021-08-22 16:35:49 main:574] : INFO : Epoch 1950 | loss: 0.0311075 | val_loss: 0.03114 | Time: 2009.62 ms [2021-08-22 16:35:51 main:574] : INFO : Epoch 1951 | loss: 0.0311075 | val_loss: 0.0311412 | Time: 1825.98 ms [2021-08-22 16:35:53 main:574] : INFO : Epoch 1952 | loss: 0.031107 | val_loss: 0.0311406 | Time: 1681.34 ms [2021-08-22 16:35:54 main:574] : INFO : Epoch 1953 | loss: 0.0311078 | val_loss: 0.0311432 | Time: 1781.58 ms [2021-08-22 16:35:56 main:574] : INFO : Epoch 1954 | loss: 0.0311085 | val_loss: 0.0311455 | Time: 1895.81 ms [2021-08-22 16:35:58 main:574] : INFO : Epoch 1955 | loss: 0.0311053 | val_loss: 0.0311428 | Time: 1789.03 ms [2021-08-22 16:36:00 main:574] : INFO : Epoch 1956 | loss: 0.0311027 | val_loss: 0.0311419 | Time: 1559.33 ms [2021-08-22 16:36:02 main:574] : INFO : Epoch 1957 | loss: 0.0311018 | val_loss: 0.0311447 | Time: 1910.23 ms [2021-08-22 16:36:03 main:574] : INFO : Epoch 1958 | loss: 0.0311036 | val_loss: 0.0311449 | Time: 1704.07 ms [2021-08-22 16:36:05 main:574] : INFO : Epoch 1959 | loss: 0.0311058 | val_loss: 0.0311539 | Time: 1570.49 ms [2021-08-22 16:36:07 main:574] : INFO : Epoch 1960 | loss: 0.0363327 | val_loss: 0.0606414 | Time: 1837.22 ms [2021-08-22 16:36:08 main:574] : INFO : Epoch 1961 | loss: 0.0354048 | val_loss: 0.0319765 | Time: 1758.92 ms [2021-08-22 16:36:10 main:574] : INFO : Epoch 1962 | loss: 0.0315369 | val_loss: 0.0312422 | Time: 1555.41 ms [2021-08-22 16:36:12 main:574] : INFO : Epoch 1963 | loss: 0.0312319 | val_loss: 0.0311881 | Time: 1795.24 ms [2021-08-22 16:36:14 main:574] : INFO : Epoch 1964 | loss: 0.0311776 | val_loss: 0.0311749 | Time: 1844.79 ms [2021-08-22 16:36:15 main:574] : INFO : Epoch 1965 | loss: 0.0311635 | val_loss: 0.0311665 | Time: 1581.34 ms [2021-08-22 16:36:17 main:574] : INFO : Epoch 1966 | loss: 0.0311574 | val_loss: 0.0311622 | Time: 1827.46 ms [2021-08-22 16:36:19 main:574] : INFO : Epoch 1967 | loss: 0.0311509 | val_loss: 0.0311588 | Time: 1851.26 ms [2021-08-22 16:36:21 main:574] : INFO : Epoch 1968 | loss: 0.031146 | val_loss: 0.0311538 | Time: 1595.37 ms [2021-08-22 16:36:22 main:574] : INFO : Epoch 1969 | loss: 0.031143 | val_loss: 0.0311525 | Time: 1636.17 ms [2021-08-22 16:36:24 main:574] : INFO : Epoch 1970 | loss: 0.03114 | val_loss: 0.0311542 | Time: 1904.16 ms [2021-08-22 16:36:26 main:574] : INFO : Epoch 1971 | loss: 0.0311477 | val_loss: 0.0311524 | Time: 1836.83 ms [2021-08-22 16:36:28 main:574] : INFO : Epoch 1972 | loss: 0.0311448 | val_loss: 0.0311509 | Time: 1797.63 ms [2021-08-22 16:36:30 main:574] : INFO : Epoch 1973 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 1777.39 ms [2021-08-22 16:36:32 main:574] : INFO : Epoch 1974 | loss: 0.0311437 | val_loss: 0.0311506 | Time: 1958.29 ms [2021-08-22 16:36:33 main:574] : INFO : Epoch 1975 | loss: 0.0311413 | val_loss: 0.0311488 | Time: 1707.86 ms [2021-08-22 16:36:35 main:574] : INFO : Epoch 1976 | loss: 0.0311376 | val_loss: 0.0311456 | Time: 1587.03 ms [2021-08-22 16:36:37 main:574] : INFO : Epoch 1977 | loss: 0.0311355 | val_loss: 0.0311449 | Time: 1892.81 ms [2021-08-22 16:36:39 main:574] : INFO : Epoch 1978 | loss: 0.031134 | val_loss: 0.0311469 | Time: 1852.02 ms [2021-08-22 16:36:40 main:574] : INFO : Epoch 1979 | loss: 0.031134 | val_loss: 0.0311456 | Time: 1614.62 ms [2021-08-22 16:36:42 main:574] : INFO : Epoch 1980 | loss: 0.0311327 | val_loss: 0.031145 | Time: 1803.26 ms [2021-08-22 16:36:44 main:574] : INFO : Epoch 1981 | loss: 0.031134 | val_loss: 0.0311447 | Time: 1940.7 ms [2021-08-22 16:36:46 main:574] : INFO : Epoch 1982 | loss: 0.0311329 | val_loss: 0.0311467 | Time: 1690.73 ms [2021-08-22 16:36:47 main:574] : INFO : Epoch 1983 | loss: 0.0311306 | val_loss: 0.0311438 | Time: 1652.91 ms [2021-08-22 16:36:49 main:574] : INFO : Epoch 1984 | loss: 0.0311299 | val_loss: 0.0311443 | Time: 1899.61 ms [2021-08-22 16:36:51 main:574] : INFO : Epoch 1985 | loss: 0.0311285 | val_loss: 0.0311441 | Time: 1798.48 ms [2021-08-22 16:36:53 main:574] : INFO : Epoch 1986 | loss: 0.0311287 | val_loss: 0.0311457 | Time: 1603.55 ms [2021-08-22 16:36:54 main:574] : INFO : Epoch 1987 | loss: 0.0311295 | val_loss: 0.031146 | Time: 1754.76 ms [2021-08-22 16:36:56 main:574] : INFO : Epoch 1988 | loss: 0.0311292 | val_loss: 0.0311437 | Time: 1825.18 ms [2021-08-22 16:36:58 main:574] : INFO : Epoch 1989 | loss: 0.0311307 | val_loss: 0.0311462 | Time: 1681.27 ms [2021-08-22 16:37:00 main:574] : INFO : Epoch 1990 | loss: 0.0311291 | val_loss: 0.0311433 | Time: 1755.22 ms [2021-08-22 16:37:02 main:574] : INFO : Epoch 1991 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 1976.23 ms [2021-08-22 16:37:03 main:574] : INFO : Epoch 1992 | loss: 0.0311276 | val_loss: 0.0311437 | Time: 1623.88 ms [2021-08-22 16:37:05 main:574] : INFO : Epoch 1993 | loss: 0.0311276 | val_loss: 0.0311439 | Time: 1579.49 ms [2021-08-22 16:37:07 main:574] : INFO : Epoch 1994 | loss: 0.0311263 | val_loss: 0.0311452 | Time: 1847.43 ms [2021-08-22 16:37:08 main:574] : INFO : Epoch 1995 | loss: 0.0311285 | val_loss: 0.031144 | Time: 1692.41 ms [2021-08-22 16:37:10 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.0311435 | Time: 1704.95 ms [2021-08-22 16:37:12 main:574] : INFO : Epoch 1997 | loss: 0.0311283 | val_loss: 0.0311437 | Time: 1907.84 ms [2021-08-22 16:37:14 main:574] : INFO : Epoch 1998 | loss: 0.0311271 | val_loss: 0.0311513 | Time: 1896.56 ms [2021-08-22 16:37:16 main:574] : INFO : Epoch 1999 | loss: 0.0311439 | val_loss: 0.0311537 | Time: 1597.01 ms [2021-08-22 16:37:17 main:574] : INFO : Epoch 2000 | loss: 0.0311488 | val_loss: 0.0311499 | Time: 1695.51 ms [2021-08-22 16:37:19 main:574] : INFO : Epoch 2001 | loss: 0.0311459 | val_loss: 0.0311492 | Time: 1861.94 ms [2021-08-22 16:37:21 main:574] : INFO : Epoch 2002 | loss: 0.0311405 | val_loss: 0.0311479 | Time: 1635.62 ms [2021-08-22 16:37:22 main:574] : INFO : Epoch 2003 | loss: 0.0311378 | val_loss: 0.0311469 | Time: 1633.17 ms [2021-08-22 16:37:24 main:574] : INFO : Epoch 2004 | loss: 0.0311366 | val_loss: 0.0311449 | Time: 1920.31 ms [2021-08-22 16:37:26 main:574] : INFO : Epoch 2005 | loss: 0.0311329 | val_loss: 0.0311417 | Time: 1802.55 ms [2021-08-22 16:37:28 main:574] : INFO : Epoch 2006 | loss: 0.0311314 | val_loss: 0.031141 | Time: 1682.08 ms [2021-08-22 16:37:30 main:574] : INFO : Epoch 2007 | loss: 0.0311324 | val_loss: 0.0311416 | Time: 1827.22 ms [2021-08-22 16:37:32 main:574] : INFO : Epoch 2008 | loss: 0.0311311 | val_loss: 0.0311415 | Time: 1908.5 ms [2021-08-22 16:37:33 main:574] : INFO : Epoch 2009 | loss: 0.0311299 | val_loss: 0.0311411 | Time: 1629.48 ms [2021-08-22 16:37:35 main:574] : INFO : Epoch 2010 | loss: 0.0311289 | val_loss: 0.0311384 | Time: 1598.81 ms [2021-08-22 16:37:37 main:574] : INFO : Epoch 2011 | loss: 0.0311291 | val_loss: 0.0311392 | Time: 1904.84 ms [2021-08-22 16:37:39 main:574] : INFO : Epoch 2012 | loss: 0.0311292 | val_loss: 0.0311426 | Time: 1788.55 ms [2021-08-22 16:37:40 main:574] : INFO : Epoch 2013 | loss: 0.0311284 | val_loss: 0.0311407 | Time: 1576.03 ms [2021-08-22 16:37:42 main:574] : INFO : Epoch 2014 | loss: 0.0311279 | val_loss: 0.0311399 | Time: 1880.18 ms [2021-08-22 16:37:44 main:574] : INFO : Epoch 2015 | loss: 0.0311294 | val_loss: 0.0311399 | Time: 1884.4 ms [2021-08-22 16:37:46 main:574] : INFO : Epoch 2016 | loss: 0.0311286 | val_loss: 0.0311393 | Time: 1601.69 ms [2021-08-22 16:37:47 main:574] : INFO : Epoch 2017 | loss: 0.0311266 | val_loss: 0.0311411 | Time: 1735.95 ms [2021-08-22 16:37:49 main:574] : INFO : Epoch 2018 | loss: 0.0311263 | val_loss: 0.0311392 | Time: 1881.95 ms [2021-08-22 16:37:51 main:574] : INFO : Epoch 2019 | loss: 0.0311271 | val_loss: 0.0311456 | Time: 1584.1 ms [2021-08-22 16:37:52 main:574] : INFO : Epoch 2020 | loss: 0.0311277 | val_loss: 0.0311405 | Time: 1619.54 ms [2021-08-22 16:37:54 main:574] : INFO : Epoch 2021 | loss: 0.0311266 | val_loss: 0.0311418 | Time: 1874.68 ms [2021-08-22 16:37:56 main:574] : INFO : Epoch 2022 | loss: 0.0311268 | val_loss: 0.0311399 | Time: 1572.03 ms [2021-08-22 16:37:57 main:574] : INFO : Epoch 2023 | loss: 0.0311267 | val_loss: 0.0311402 | Time: 1620.45 ms [2021-08-22 16:37:59 main:574] : INFO : Epoch 2024 | loss: 0.0311278 | val_loss: 0.0311431 | Time: 1846.9 ms [2021-08-22 16:38:01 main:574] : INFO : Epoch 2025 | loss: 0.0311258 | val_loss: 0.0311396 | Time: 1653.26 ms [2021-08-22 16:38:03 main:574] : INFO : Epoch 2026 | loss: 0.0311275 | val_loss: 0.0311407 | Time: 1596.02 ms [2021-08-22 16:38:05 main:574] : INFO : Epoch 2027 | loss: 0.0311267 | val_loss: 0.0311413 | Time: 1927.16 ms [2021-08-22 16:38:06 main:574] : INFO : Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311559 | Time: 1813.94 ms [2021-08-22 16:38:08 main:574] : INFO : Epoch 2029 | loss: 0.0311345 | val_loss: 0.0311408 | Time: 1774.61 ms [2021-08-22 16:38:10 main:574] : INFO : Epoch 2030 | loss: 0.0311277 | val_loss: 0.0311407 | Time: 1768.09 ms [2021-08-22 16:38:12 main:574] : INFO : Epoch 2031 | loss: 0.0311271 | val_loss: 0.0311414 | Time: 1948.22 ms [2021-08-22 16:38:14 main:574] : INFO : Epoch 2032 | loss: 0.0311246 | val_loss: 0.0311395 | Time: 1673.05 ms [2021-08-22 16:38:15 main:574] : INFO : Epoch 2033 | loss: 0.0311251 | val_loss: 0.0311438 | Time: 1600.53 ms [2021-08-22 16:38:17 main:574] : INFO : Epoch 2034 | loss: 0.0311267 | val_loss: 0.0311423 | Time: 1842.2 ms [2021-08-22 16:38:19 main:574] : INFO : Epoch 2035 | loss: 0.0311253 | val_loss: 0.0311398 | Time: 1627.92 ms [2021-08-22 16:38:20 main:574] : INFO : Epoch 2036 | loss: 0.0311255 | val_loss: 0.0311397 | Time: 1570.85 ms [2021-08-22 16:38:22 main:574] : INFO : Epoch 2037 | loss: 0.0311246 | val_loss: 0.0311427 | Time: 1868.02 ms [2021-08-22 16:38:24 main:574] : INFO : Epoch 2038 | loss: 0.0311244 | val_loss: 0.0311414 | Time: 1785.8 ms [2021-08-22 16:38:26 main:574] : INFO : Epoch 2039 | loss: 0.0311247 | val_loss: 0.0311399 | Time: 1647.93 ms [2021-08-22 16:38:27 main:574] : INFO : Epoch 2040 | loss: 0.0311269 | val_loss: 0.031145 | Time: 1802.46 ms [2021-08-22 16:38:29 main:574] : INFO : Epoch 2041 | loss: 0.0311306 | val_loss: 0.0311521 | Time: 1978.43 ms [2021-08-22 16:38:31 main:574] : INFO : Epoch 2042 | loss: 0.0311299 | val_loss: 0.0311463 | Time: 1661.74 ms [2021-08-22 16:38:33 main:574] : INFO : Epoch 2043 | loss: 0.0311278 | val_loss: 0.0311407 | Time: 1612.82 ms [2021-08-22 16:38:35 main:574] : INFO : Epoch 2044 | loss: 0.0311271 | val_loss: 0.0311452 | Time: 1947.14 ms [2021-08-22 16:38:36 main:574] : INFO : Epoch 2045 | loss: 0.0311283 | val_loss: 0.0311437 | Time: 1765.49 ms [2021-08-22 16:38:38 main:574] : INFO : Epoch 2046 | loss: 0.031128 | val_loss: 0.0311434 | Time: 1796.71 ms [2021-08-22 16:38:40 main:574] : INFO : Epoch 2047 | loss: 0.0311251 | val_loss: 0.0311404 | Time: 1816.99 ms [2021-08-22 16:38:42 main:574] : INFO : Epoch 2048 | loss: 0.0311243 | val_loss: 0.0311414 | Time: 1879.98 ms [2021-08-22 16:38:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311414 [2021-08-22 16:38:42 main:603] : INFO : Saving end state to config to file [2021-08-22 16:38:42 main:608] : INFO : Success, exiting.. 16:38:42 (856): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)