Task 13790623
| Name | ParityModified-1647043536-27767-2-0_0 |
| Workunit | 10874577 |
| Created | 26 Mar 2022, 7:38:02 UTC |
| Sent | 1 Apr 2022, 8:54:26 UTC |
| Report deadline | 9 Apr 2022, 8:54:26 UTC |
| Received | 1 Apr 2022, 13:08:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 1 hours 3 min 41 sec |
| CPU time | 1 hours 2 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311285 | val_loss: 0.0311516 | Time: 1898.88 ms
[2022-04-01 05:54:07 main:574] : INFO : Epoch 1543 | loss: 0.0311272 | val_loss: 0.031152 | Time: 1869.01 ms
[2022-04-01 05:54:09 main:574] : INFO : Epoch 1544 | loss: 0.0311276 | val_loss: 0.0311494 | Time: 1885.95 ms
[2022-04-01 05:54:11 main:574] : INFO : Epoch 1545 | loss: 0.0311301 | val_loss: 0.0311501 | Time: 1949.78 ms
[2022-04-01 05:54:13 main:574] : INFO : Epoch 1546 | loss: 0.0311303 | val_loss: 0.0311546 | Time: 1852.1 ms
[2022-04-01 05:54:15 main:574] : INFO : Epoch 1547 | loss: 0.0311361 | val_loss: 0.031149 | Time: 1882.32 ms
[2022-04-01 05:54:16 main:574] : INFO : Epoch 1548 | loss: 0.0311319 | val_loss: 0.0311478 | Time: 1868.27 ms
[2022-04-01 05:54:18 main:574] : INFO : Epoch 1549 | loss: 0.0311296 | val_loss: 0.0311503 | Time: 1959.95 ms
[2022-04-01 05:54:20 main:574] : INFO : Epoch 1550 | loss: 0.0311291 | val_loss: 0.0311515 | Time: 1874.42 ms
[2022-04-01 05:54:22 main:574] : INFO : Epoch 1551 | loss: 0.0311317 | val_loss: 0.0311515 | Time: 1879.05 ms
[2022-04-01 05:54:24 main:574] : INFO : Epoch 1552 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 1969.2 ms
[2022-04-01 05:54:26 main:574] : INFO : Epoch 1553 | loss: 0.0311296 | val_loss: 0.0311529 | Time: 1880.48 ms
[2022-04-01 05:54:28 main:574] : INFO : Epoch 1554 | loss: 0.0311291 | val_loss: 0.0311494 | Time: 1868.76 ms
[2022-04-01 05:54:30 main:574] : INFO : Epoch 1555 | loss: 0.031126 | val_loss: 0.0311504 | Time: 1871.96 ms
[2022-04-01 05:54:32 main:574] : INFO : Epoch 1556 | loss: 0.031125 | val_loss: 0.0311509 | Time: 1930.98 ms
[2022-04-01 05:54:34 main:574] : INFO : Epoch 1557 | loss: 0.0311252 | val_loss: 0.0311537 | Time: 1930.37 ms
[2022-04-01 05:54:35 main:574] : INFO : Epoch 1558 | loss: 0.0311265 | val_loss: 0.0311509 | Time: 1853.07 ms
[2022-04-01 05:54:37 main:574] : INFO : Epoch 1559 | loss: 0.0311258 | val_loss: 0.0311529 | Time: 1882.7 ms
[2022-04-01 05:54:39 main:574] : INFO : Epoch 1560 | loss: 0.0311263 | val_loss: 0.0311521 | Time: 1940.16 ms
[2022-04-01 05:54:41 main:574] : INFO : Epoch 1561 | loss: 0.0311256 | val_loss: 0.0311514 | Time: 1872.61 ms
[2022-04-01 05:54:43 main:574] : INFO : Epoch 1562 | loss: 0.031125 | val_loss: 0.0311501 | Time: 1943.85 ms
[2022-04-01 05:54:45 main:574] : INFO : Epoch 1563 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 1929.21 ms
[2022-04-01 05:54:47 main:574] : INFO : Epoch 1564 | loss: 0.0311243 | val_loss: 0.0311505 | Time: 1865.81 ms
[2022-04-01 05:54:49 main:574] : INFO : Epoch 1565 | loss: 0.0311267 | val_loss: 0.0311523 | Time: 1897.92 ms
[2022-04-01 05:54:51 main:574] : INFO : Epoch 1566 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 1862.9 ms
[2022-04-01 05:54:53 main:574] : INFO : Epoch 1567 | loss: 0.0311319 | val_loss: 0.0311498 | Time: 1923.5 ms
[2022-04-01 05:54:54 main:574] : INFO : Epoch 1568 | loss: 0.031128 | val_loss: 0.0311493 | Time: 1869.63 ms
[2022-04-01 05:54:56 main:574] : INFO : Epoch 1569 | loss: 0.0311269 | val_loss: 0.0311547 | Time: 1874.46 ms
[2022-04-01 05:54:58 main:574] : INFO : Epoch 1570 | loss: 0.0311268 | val_loss: 0.0311496 | Time: 1876.37 ms
[2022-04-01 05:55:00 main:574] : INFO : Epoch 1571 | loss: 0.0311252 | val_loss: 0.0311525 | Time: 1918.16 ms
[2022-04-01 05:55:02 main:574] : INFO : Epoch 1572 | loss: 0.0311291 | val_loss: 0.0311611 | Time: 1901.06 ms
[2022-04-01 05:55:04 main:574] : INFO : Epoch 1573 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 1922.36 ms
[2022-04-01 05:55:06 main:574] : INFO : Epoch 1574 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 1921 ms
[2022-04-01 05:55:08 main:574] : INFO : Epoch 1575 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 1897.44 ms
[2022-04-01 05:55:10 main:574] : INFO : Epoch 1576 | loss: 0.0311506 | val_loss: 0.0311595 | Time: 1897.75 ms
[2022-04-01 05:55:12 main:574] : INFO : Epoch 1577 | loss: 0.0311471 | val_loss: 0.0311516 | Time: 1939.78 ms
[2022-04-01 05:55:14 main:574] : INFO : Epoch 1578 | loss: 0.0311438 | val_loss: 0.0311509 | Time: 1959.09 ms
[2022-04-01 05:55:16 main:574] : INFO : Epoch 1579 | loss: 0.0311418 | val_loss: 0.0311477 | Time: 1947.88 ms
[2022-04-01 05:55:17 main:574] : INFO : Epoch 1580 | loss: 0.0311397 | val_loss: 0.0311502 | Time: 1908.86 ms
[2022-04-01 05:55:19 main:574] : INFO : Epoch 1581 | loss: 0.0311395 | val_loss: 0.0311447 | Time: 1907.65 ms
[2022-04-01 05:55:21 main:574] : INFO : Epoch 1582 | loss: 0.0311375 | val_loss: 0.0311461 | Time: 1907.78 ms
[2022-04-01 05:55:23 main:574] : INFO : Epoch 1583 | loss: 0.0311373 | val_loss: 0.0311466 | Time: 1864.86 ms
[2022-04-01 05:55:25 main:574] : INFO : Epoch 1584 | loss: 0.0311359 | val_loss: 0.0311468 | Time: 1863.51 ms
[2022-04-01 05:55:27 main:574] : INFO : Epoch 1585 | loss: 0.0311342 | val_loss: 0.0311492 | Time: 1940.93 ms
[2022-04-01 05:55:29 main:574] : INFO : Epoch 1586 | loss: 0.031132 | val_loss: 0.0311472 | Time: 1890.71 ms
[2022-04-01 05:55:31 main:574] : INFO : Epoch 1587 | loss: 0.0311328 | val_loss: 0.0311511 | Time: 1876.26 ms
[2022-04-01 05:55:33 main:574] : INFO : Epoch 1588 | loss: 0.031137 | val_loss: 0.0311506 | Time: 1928.4 ms
[2022-04-01 05:55:35 main:574] : INFO : Epoch 1589 | loss: 0.031136 | val_loss: 0.0311523 | Time: 1939.62 ms
[2022-04-01 05:55:37 main:574] : INFO : Epoch 1590 | loss: 0.0311338 | val_loss: 0.0311534 | Time: 1870.93 ms
[2022-04-01 05:55:38 main:574] : INFO : Epoch 1591 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 1892.63 ms
[2022-04-01 05:55:40 main:574] : INFO : Epoch 1592 | loss: 0.0311335 | val_loss: 0.0311519 | Time: 1943.76 ms
[2022-04-01 05:55:42 main:574] : INFO : Epoch 1593 | loss: 0.0311383 | val_loss: 0.0311531 | Time: 1852.61 ms
[2022-04-01 05:55:44 main:574] : INFO : Epoch 1594 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 1935.4 ms
[2022-04-01 05:55:46 main:574] : INFO : Epoch 1595 | loss: 0.0311583 | val_loss: 0.0311539 | Time: 1869.18 ms
[2022-04-01 05:55:48 main:574] : INFO : Epoch 1596 | loss: 0.0311462 | val_loss: 0.0311518 | Time: 1950.03 ms
[2022-04-01 05:55:50 main:574] : INFO : Epoch 1597 | loss: 0.0311418 | val_loss: 0.0311513 | Time: 1879.5 ms
[2022-04-01 05:55:52 main:574] : INFO : Epoch 1598 | loss: 0.0311396 | val_loss: 0.0311467 | Time: 1847.44 ms
[2022-04-01 05:55:54 main:574] : INFO : Epoch 1599 | loss: 0.0311386 | val_loss: 0.0311447 | Time: 1884.49 ms
[2022-04-01 05:55:56 main:574] : INFO : Epoch 1600 | loss: 0.0311358 | val_loss: 0.0311475 | Time: 1948.58 ms
[2022-04-01 05:55:57 main:574] : INFO : Epoch 1601 | loss: 0.0311353 | val_loss: 0.0311465 | Time: 1876.02 ms
[2022-04-01 05:55:59 main:574] : INFO : Epoch 1602 | loss: 0.0311334 | val_loss: 0.0311483 | Time: 1876.27 ms
[2022-04-01 05:56:01 main:574] : INFO : Epoch 1603 | loss: 0.0311324 | val_loss: 0.0311459 | Time: 1922.93 ms
[2022-04-01 05:56:03 main:574] : INFO : Epoch 1604 | loss: 0.0311306 | val_loss: 0.0311473 | Time: 1985.88 ms
[2022-04-01 05:56:05 main:574] : INFO : Epoch 1605 | loss: 0.0311313 | val_loss: 0.0311501 | Time: 1873.48 ms
[2022-04-01 05:56:07 main:574] : INFO : Epoch 1606 | loss: 0.0311312 | val_loss: 0.0311474 | Time: 1864.03 ms
[2022-04-01 05:56:09 main:574] : INFO : Epoch 1607 | loss: 0.0311335 | val_loss: 0.0311476 | Time: 1925.29 ms
[2022-04-01 05:56:11 main:574] : INFO : Epoch 1608 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 1880.32 ms
[2022-04-01 05:56:13 main:574] : INFO : Epoch 1609 | loss: 0.0311424 | val_loss: 0.0311527 | Time: 1913.12 ms
[2022-04-01 05:56:15 main:574] : INFO : Epoch 1610 | loss: 0.0311406 | val_loss: 0.0311549 | Time: 1892.71 ms
[2022-04-01 05:56:17 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.031153 | Time: 1930.95 ms
[2022-04-01 05:56:18 main:574] : INFO : Epoch 1612 | loss: 0.0311353 | val_loss: 0.0311519 | Time: 1896.09 ms
[2022-04-01 05:56:20 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311526 | Time: 1881.66 ms
[2022-04-01 05:56:22 main:574] : INFO : Epoch 1614 | loss: 0.0311353 | val_loss: 0.0311505 | Time: 1928.26 ms
[2022-04-01 05:56:24 main:574] : INFO : Epoch 1615 | loss: 0.0311346 | val_loss: 0.0311471 | Time: 1896.04 ms
[2022-04-01 05:56:26 main:574] : INFO : Epoch 1616 | loss: 0.0311334 | val_loss: 0.031148 | Time: 1877.17 ms
[2022-04-01 05:56:28 main:574] : INFO : Epoch 1617 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 1866.01 ms
[2022-04-01 05:56:30 main:574] : INFO : Epoch 1618 | loss: 0.031135 | val_loss: 0.0311526 | Time: 1922.76 ms
[2022-04-01 05:56:32 main:574] : INFO : Epoch 1619 | loss: 0.0311343 | val_loss: 0.0311505 | Time: 1969.28 ms
[2022-04-01 05:56:34 main:574] : INFO : Epoch 1620 | loss: 0.0311349 | val_loss: 0.0311518 | Time: 1859.04 ms
[2022-04-01 05:56:36 main:574] : INFO : Epoch 1621 | loss: 0.0311346 | val_loss: 0.0311519 | Time: 1853.68 ms
[2022-04-01 05:56:38 main:574] : INFO : Epoch 1622 | loss: 0.0311345 | val_loss: 0.0311515 | Time: 1981.37 ms
[2022-04-01 05:56:39 main:574] : INFO : Epoch 1623 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 1866.76 ms
[2022-04-01 05:56:41 main:574] : INFO : Epoch 1624 | loss: 0.0311331 | val_loss: 0.0311534 | Time: 1905.18 ms
[2022-04-01 05:56:43 main:574] : INFO : Epoch 1625 | loss: 0.0311346 | val_loss: 0.0311514 | Time: 1923.51 ms
[2022-04-01 05:56:45 main:574] : INFO : Epoch 1626 | loss: 0.0311329 | val_loss: 0.0311505 | Time: 1881.8 ms
[2022-04-01 05:56:47 main:574] : INFO : Epoch 1627 | loss: 0.0311308 | val_loss: 0.0311511 | Time: 1870.06 ms
[2022-04-01 05:56:49 main:574] : INFO : Epoch 1628 | loss: 0.0311306 | val_loss: 0.031152 | Time: 1870.56 ms
[2022-04-01 05:56:51 main:574] : INFO : Epoch 1629 | loss: 0.0311286 | val_loss: 0.0311507 | Time: 1932.02 ms
[2022-04-01 05:56:53 main:574] : INFO : Epoch 1630 | loss: 0.0311284 | val_loss: 0.0311549 | Time: 1892.19 ms
[2022-04-01 05:56:55 main:574] : INFO : Epoch 1631 | loss: 0.0311286 | val_loss: 0.0311499 | Time: 1871.22 ms
[2022-04-01 05:56:57 main:574] : INFO : Epoch 1632 | loss: 0.0311274 | val_loss: 0.0311481 | Time: 1890.44 ms
[2022-04-01 05:56:58 main:574] : INFO : Epoch 1633 | loss: 0.031129 | val_loss: 0.0311489 | Time: 1948.76 ms
[2022-04-01 05:57:00 main:574] : INFO : Epoch 1634 | loss: 0.0311268 | val_loss: 0.0311488 | Time: 1861.71 ms
[2022-04-01 05:57:02 main:574] : INFO : Epoch 1635 | loss: 0.0311252 | val_loss: 0.0311473 | Time: 1859.27 ms
[2022-04-01 05:57:04 main:574] : INFO : Epoch 1636 | loss: 0.0311281 | val_loss: 0.0311495 | Time: 1986.09 ms
[2022-04-01 05:57:06 main:574] : INFO : Epoch 1637 | loss: 0.0311279 | val_loss: 0.031149 | Time: 1872.85 ms
[2022-04-01 05:57:08 main:574] : INFO : Epoch 1638 | loss: 0.031126 | val_loss: 0.0311528 | Time: 1860.18 ms
[2022-04-01 05:57:10 main:574] : INFO : Epoch 1639 | loss: 0.0311263 | val_loss: 0.0311487 | Time: 1905.48 ms
[2022-04-01 05:57:12 main:574] : INFO : Epoch 1640 | loss: 0.0311262 | val_loss: 0.0311485 | Time: 1949.35 ms
[2022-04-01 05:57:14 main:574] : INFO : Epoch 1641 | loss: 0.0311236 | val_loss: 0.0311482 | Time: 1877.95 ms
[2022-04-01 05:57:16 main:574] : INFO : Epoch 1642 | loss: 0.0311248 | val_loss: 0.0311515 | Time: 1906.03 ms
[2022-04-01 05:57:18 main:574] : INFO : Epoch 1643 | loss: 0.0311268 | val_loss: 0.0311464 | Time: 1924.21 ms
[2022-04-01 05:57:19 main:574] : INFO : Epoch 1644 | loss: 0.0311245 | val_loss: 0.0311471 | Time: 1911.09 ms
[2022-04-01 05:57:21 main:574] : INFO : Epoch 1645 | loss: 0.0311257 | val_loss: 0.0311498 | Time: 1873.36 ms
[2022-04-01 05:57:23 main:574] : INFO : Epoch 1646 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 1894.75 ms
[2022-04-01 05:57:25 main:574] : INFO : Epoch 1647 | loss: 0.0311242 | val_loss: 0.0311461 | Time: 1979.85 ms
[2022-04-01 05:57:27 main:574] : INFO : Epoch 1648 | loss: 0.0311232 | val_loss: 0.0311476 | Time: 1866.29 ms
[2022-04-01 05:57:29 main:574] : INFO : Epoch 1649 | loss: 0.0311224 | val_loss: 0.0311482 | Time: 1889.26 ms
[2022-04-01 05:57:31 main:574] : INFO : Epoch 1650 | loss: 0.0311218 | val_loss: 0.0311459 | Time: 1881.55 ms
[2022-04-01 05:57:33 main:574] : INFO : Epoch 1651 | loss: 0.031121 | val_loss: 0.0311473 | Time: 1943.35 ms
[2022-04-01 05:57:35 main:574] : INFO : Epoch 1652 | loss: 0.031122 | val_loss: 0.0311518 | Time: 1882.76 ms
[2022-04-01 05:57:37 main:574] : INFO : Epoch 1653 | loss: 0.0311233 | val_loss: 0.0311457 | Time: 1879.36 ms
[2022-04-01 05:57:39 main:574] : INFO : Epoch 1654 | loss: 0.031121 | val_loss: 0.031147 | Time: 1940.96 ms
[2022-04-01 05:57:40 main:574] : INFO : Epoch 1655 | loss: 0.0311205 | val_loss: 0.0311475 | Time: 1867.4 ms
[2022-04-01 05:57:42 main:574] : INFO : Epoch 1656 | loss: 0.03112 | val_loss: 0.0311463 | Time: 1910.05 ms
[2022-04-01 05:57:44 main:574] : INFO : Epoch 1657 | loss: 0.0311208 | val_loss: 0.0311466 | Time: 1903.67 ms
[2022-04-01 05:57:46 main:574] : INFO : Epoch 1658 | loss: 0.031123 | val_loss: 0.0311486 | Time: 1926.79 ms
[2022-04-01 05:57:48 main:574] : INFO : Epoch 1659 | loss: 0.031123 | val_loss: 0.0311522 | Time: 1870.86 ms
[2022-04-01 05:57:50 main:574] : INFO : Epoch 1660 | loss: 0.0311234 | val_loss: 0.0311503 | Time: 1900.99 ms
[2022-04-01 05:57:52 main:574] : INFO : Epoch 1661 | loss: 0.0311227 | val_loss: 0.0311479 | Time: 1864.48 ms
[2022-04-01 05:57:54 main:574] : INFO : Epoch 1662 | loss: 0.0311225 | val_loss: 0.0311501 | Time: 1997.11 ms
[2022-04-01 05:57:56 main:574] : INFO : Epoch 1663 | loss: 0.0311249 | val_loss: 0.031151 | Time: 1875.71 ms
[2022-04-01 05:57:58 main:574] : INFO : Epoch 1664 | loss: 0.0311251 | val_loss: 0.0311491 | Time: 1909.2 ms
[2022-04-01 05:58:00 main:574] : INFO : Epoch 1665 | loss: 0.0311221 | val_loss: 0.0311443 | Time: 1924.08 ms
[2022-04-01 05:58:01 main:574] : INFO : Epoch 1666 | loss: 0.0311222 | val_loss: 0.0311463 | Time: 1856.29 ms
[2022-04-01 05:58:03 main:574] : INFO : Epoch 1667 | loss: 0.0311233 | val_loss: 0.0311537 | Time: 1893.96 ms
[2022-04-01 05:58:05 main:574] : INFO : Epoch 1668 | loss: 0.0311246 | val_loss: 0.0311464 | Time: 1897.88 ms
[2022-04-01 05:58:07 main:574] : INFO : Epoch 1669 | loss: 0.031125 | val_loss: 0.0311469 | Time: 1930.86 ms
[2022-04-01 05:58:09 main:574] : INFO : Epoch 1670 | loss: 0.0311236 | val_loss: 0.031147 | Time: 1889.99 ms
[2022-04-01 05:58:11 main:574] : INFO : Epoch 1671 | loss: 0.0311236 | val_loss: 0.0311494 | Time: 1877.8 ms
[2022-04-01 05:58:13 main:574] : INFO : Epoch 1672 | loss: 0.031123 | val_loss: 0.0311451 | Time: 1885.24 ms
[2022-04-01 05:58:15 main:574] : INFO : Epoch 1673 | loss: 0.0311222 | val_loss: 0.0311451 | Time: 1958.82 ms
[2022-04-01 05:58:17 main:574] : INFO : Epoch 1674 | loss: 0.0311226 | val_loss: 0.0311465 | Time: 1881 ms
[2022-04-01 05:58:18 main:574] : INFO : Epoch 1675 | loss: 0.0311217 | val_loss: 0.031148 | Time: 1852.89 ms
[2022-04-01 05:58:20 main:574] : INFO : Epoch 1676 | loss: 0.0311193 | val_loss: 0.0311504 | Time: 1932.78 ms
[2022-04-01 05:58:22 main:574] : INFO : Epoch 1677 | loss: 0.0311198 | val_loss: 0.0311457 | Time: 1885.56 ms
[2022-04-01 05:58:24 main:574] : INFO : Epoch 1678 | loss: 0.0311213 | val_loss: 0.0311522 | Time: 1924.2 ms
[2022-04-01 05:58:26 main:574] : INFO : Epoch 1679 | loss: 0.0311201 | val_loss: 0.0311496 | Time: 1864.19 ms
[2022-04-01 05:58:28 main:574] : INFO : Epoch 1680 | loss: 0.0311194 | val_loss: 0.0311457 | Time: 1944.39 ms
[2022-04-01 05:58:30 main:574] : INFO : Epoch 1681 | loss: 0.0311185 | val_loss: 0.0311461 | Time: 1871.33 ms
[2022-04-01 05:58:32 main:574] : INFO : Epoch 1682 | loss: 0.031119 | val_loss: 0.0311467 | Time: 1850.55 ms
[2022-04-01 05:58:34 main:574] : INFO : Epoch 1683 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 1863.65 ms
[2022-04-01 05:58:36 main:574] : INFO : Epoch 1684 | loss: 0.0311188 | val_loss: 0.0311492 | Time: 1941.35 ms
[2022-04-01 05:58:37 main:574] : INFO : Epoch 1685 | loss: 0.0311199 | val_loss: 0.0311493 | Time: 1873.07 ms
[2022-04-01 05:58:39 main:574] : INFO : Epoch 1686 | loss: 0.0311214 | val_loss: 0.0311555 | Time: 1894.1 ms
[2022-04-01 05:58:41 main:574] : INFO : Epoch 1687 | loss: 0.0311259 | val_loss: 0.0311519 | Time: 1929.52 ms
[2022-04-01 05:58:43 main:574] : INFO : Epoch 1688 | loss: 0.0311264 | val_loss: 0.0311474 | Time: 1866.26 ms
[2022-04-01 05:58:45 main:574] : INFO : Epoch 1689 | loss: 0.0311268 | val_loss: 0.0311466 | Time: 1907.7 ms
[2022-04-01 05:58:47 main:574] : INFO : Epoch 1690 | loss: 0.0311327 | val_loss: 0.0311616 | Time: 1862.02 ms
[2022-04-01 05:58:49 main:574] : INFO : Epoch 1691 | loss: 0.0311354 | val_loss: 0.0311544 | Time: 1921.65 ms
[2022-04-01 05:58:51 main:574] : INFO : Epoch 1692 | loss: 0.0311261 | val_loss: 0.0311456 | Time: 1862.36 ms
[2022-04-01 05:58:53 main:574] : INFO : Epoch 1693 | loss: 0.0311267 | val_loss: 0.03115 | Time: 1912.78 ms
[2022-04-01 05:58:55 main:574] : INFO : Epoch 1694 | loss: 0.0311254 | val_loss: 0.0311445 | Time: 1873.31 ms
[2022-04-01 05:58:57 main:574] : INFO : Epoch 1695 | loss: 0.0311226 | val_loss: 0.031145 | Time: 1962.58 ms
[2022-04-01 05:58:58 main:574] : INFO : Epoch 1696 | loss: 0.0311227 | val_loss: 0.0311478 | Time: 1866.19 ms
[2022-04-01 05:59:00 main:574] : INFO : Epoch 1697 | loss: 0.0311211 | val_loss: 0.0311435 | Time: 1932.13 ms
[2022-04-01 05:59:02 main:574] : INFO : Epoch 1698 | loss: 0.0311202 | val_loss: 0.0311446 | Time: 1937.1 ms
[2022-04-01 05:59:04 main:574] : INFO : Epoch 1699 | loss: 0.0311224 | val_loss: 0.0311436 | Time: 1872.98 ms
[2022-04-01 05:59:06 main:574] : INFO : Epoch 1700 | loss: 0.0311222 | val_loss: 0.0311472 | Time: 1881.03 ms
[2022-04-01 05:59:08 main:574] : INFO : Epoch 1701 | loss: 0.0311216 | val_loss: 0.0311444 | Time: 1867.98 ms
[2022-04-01 05:59:10 main:574] : INFO : Epoch 1702 | loss: 0.0311238 | val_loss: 0.0311464 | Time: 1947.08 ms
[2022-04-01 05:59:12 main:574] : INFO : Epoch 1703 | loss: 0.0311221 | val_loss: 0.0311453 | Time: 1891.95 ms
[2022-04-01 05:59:14 main:574] : INFO : Epoch 1704 | loss: 0.0311213 | val_loss: 0.0311457 | Time: 1913.65 ms
[2022-04-01 05:59:16 main:574] : INFO : Epoch 1705 | loss: 0.0311272 | val_loss: 0.0311433 | Time: 1911.8 ms
[2022-04-01 05:59:17 main:574] : INFO : Epoch 1706 | loss: 0.0311308 | val_loss: 0.0311551 | Time: 1889.25 ms
[2022-04-01 05:59:19 main:574] : INFO : Epoch 1707 | loss: 0.0311314 | val_loss: 0.0311443 | Time: 1879.28 ms
[2022-04-01 05:59:21 main:574] : INFO : Epoch 1708 | loss: 0.0311311 | val_loss: 0.031154 | Time: 1868.71 ms
[2022-04-01 05:59:23 main:574] : INFO : Epoch 1709 | loss: 0.0311344 | val_loss: 0.0311449 | Time: 1941.27 ms
[2022-04-01 05:59:25 main:574] : INFO : Epoch 1710 | loss: 0.0311335 | val_loss: 0.0311435 | Time: 1892.61 ms
[2022-04-01 05:59:27 main:574] : INFO : Epoch 1711 | loss: 0.0311286 | val_loss: 0.0311443 | Time: 1869.2 ms
[2022-04-01 05:59:29 main:574] : INFO : Epoch 1712 | loss: 0.031129 | val_loss: 0.0311482 | Time: 1867.95 ms
[2022-04-01 05:59:31 main:574] : INFO : Epoch 1713 | loss: 0.0311424 | val_loss: 0.0311777 | Time: 1960.9 ms
[2022-04-01 05:59:33 main:574] : INFO : Epoch 1714 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1864.46 ms
[2022-04-01 05:59:35 main:574] : INFO : Epoch 1715 | loss: 0.0311899 | val_loss: 0.0312044 | Time: 1918.37 ms
[2022-04-01 05:59:37 main:574] : INFO : Epoch 1716 | loss: 0.0312 | val_loss: 0.0312021 | Time: 1951.47 ms
[2022-04-01 05:59:38 main:574] : INFO : Epoch 1717 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 1859.94 ms
[2022-04-01 05:59:40 main:574] : INFO : Epoch 1718 | loss: 0.0311965 | val_loss: 0.0311966 | Time: 1877.24 ms
[2022-04-01 05:59:42 main:574] : INFO : Epoch 1719 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 1880.71 ms
[2022-04-01 05:59:44 main:574] : INFO : Epoch 1720 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 1926.95 ms
[2022-04-01 05:59:46 main:574] : INFO : Epoch 1721 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 1891.56 ms
[2022-04-01 05:59:48 main:574] : INFO : Epoch 1722 | loss: 0.0311881 | val_loss: 0.0311877 | Time: 1927.69 ms
[2022-04-01 05:59:50 main:574] : INFO : Epoch 1723 | loss: 0.0311859 | val_loss: 0.0311863 | Time: 1874.56 ms
[2022-04-01 05:59:52 main:574] : INFO : Epoch 1724 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1924.32 ms
[2022-04-01 05:59:54 main:574] : INFO : Epoch 1725 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 1872.72 ms
[2022-04-01 05:59:56 main:574] : INFO : Epoch 1726 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 1883.22 ms
[2022-04-01 05:59:57 main:574] : INFO : Epoch 1727 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1926.94 ms
[2022-04-01 05:59:59 main:574] : INFO : Epoch 1728 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 1863.79 ms
[2022-04-01 06:00:01 main:574] : INFO : Epoch 1729 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1886.02 ms
[2022-04-01 06:00:03 main:574] : INFO : Epoch 1730 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1924.87 ms
[2022-04-01 06:00:05 main:574] : INFO : Epoch 1731 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 1965.57 ms
[2022-04-01 06:00:07 main:574] : INFO : Epoch 1732 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 1887.17 ms
[2022-04-01 06:00:09 main:574] : INFO : Epoch 1733 | loss: 0.0311978 | val_loss: 0.0312019 | Time: 1862.16 ms
[2022-04-01 06:00:11 main:574] : INFO : Epoch 1734 | loss: 0.0312042 | val_loss: 0.0312006 | Time: 1865.43 ms
[2022-04-01 06:00:13 main:574] : INFO : Epoch 1735 | loss: 0.0312009 | val_loss: 0.0312 | Time: 1967.31 ms
[2022-04-01 06:00:15 main:574] : INFO : Epoch 1736 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 1887.36 ms
[2022-04-01 06:00:16 main:574] : INFO : Epoch 1737 | loss: 0.0311995 | val_loss: 0.0312002 | Time: 1860.83 ms
[2022-04-01 06:00:18 main:574] : INFO : Epoch 1738 | loss: 0.0311987 | val_loss: 0.031202 | Time: 1906.23 ms
[2022-04-01 06:00:20 main:574] : INFO : Epoch 1739 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 1917.18 ms
[2022-04-01 06:00:22 main:574] : INFO : Epoch 1740 | loss: 0.031197 | val_loss: 0.0311959 | Time: 1877.95 ms
[2022-04-01 06:00:24 main:574] : INFO : Epoch 1741 | loss: 0.0311967 | val_loss: 0.0311997 | Time: 1868.07 ms
[2022-04-01 06:00:26 main:574] : INFO : Epoch 1742 | loss: 0.0311974 | val_loss: 0.0311972 | Time: 1960.3 ms
[2022-04-01 06:00:28 main:574] : INFO : Epoch 1743 | loss: 0.0311953 | val_loss: 0.0311949 | Time: 1878.55 ms
[2022-04-01 06:00:30 main:574] : INFO : Epoch 1744 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 1908.71 ms
[2022-04-01 06:00:32 main:574] : INFO : Epoch 1745 | loss: 0.0311942 | val_loss: 0.0311974 | Time: 1886.96 ms
[2022-04-01 06:00:34 main:574] : INFO : Epoch 1746 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1942.2 ms
[2022-04-01 06:00:36 main:574] : INFO : Epoch 1747 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 1890.71 ms
[2022-04-01 06:00:37 main:574] : INFO : Epoch 1748 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 1891.9 ms
[2022-04-01 06:00:39 main:574] : INFO : Epoch 1749 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 1919.15 ms
[2022-04-01 06:00:41 main:574] : INFO : Epoch 1750 | loss: 0.0311921 | val_loss: 0.031197 | Time: 1860.03 ms
[2022-04-01 06:00:43 main:574] : INFO : Epoch 1751 | loss: 0.031191 | val_loss: 0.031192 | Time: 1871.83 ms
[2022-04-01 06:00:45 main:574] : INFO : Epoch 1752 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 1907.62 ms
[2022-04-01 06:00:47 main:574] : INFO : Epoch 1753 | loss: 0.0311896 | val_loss: 0.0311913 | Time: 1919.35 ms
[2022-04-01 06:00:49 main:574] : INFO : Epoch 1754 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 1851.71 ms
[2022-04-01 06:00:51 main:574] : INFO : Epoch 1755 | loss: 0.0311888 | val_loss: 0.031192 | Time: 1914 ms
[2022-04-01 06:00:53 main:574] : INFO : Epoch 1756 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 1871.24 ms
[2022-04-01 06:00:55 main:574] : INFO : Epoch 1757 | loss: 0.0311897 | val_loss: 0.0311931 | Time: 1949.11 ms
[2022-04-01 06:00:56 main:574] : INFO : Epoch 1758 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 1848.74 ms
[2022-04-01 06:00:58 main:574] : INFO : Epoch 1759 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 1908.94 ms
[2022-04-01 06:01:00 main:574] : INFO : Epoch 1760 | loss: 0.0311881 | val_loss: 0.031191 | Time: 1965.47 ms
[2022-04-01 06:01:02 main:574] : INFO : Epoch 1761 | loss: 0.0311881 | val_loss: 0.0312024 | Time: 1881.33 ms
[2022-04-01 06:01:04 main:574] : INFO : Epoch 1762 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 1874.92 ms
[2022-04-01 06:01:06 main:574] : INFO : Epoch 1763 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 1875.2 ms
[2022-04-01 06:01:08 main:574] : INFO : Epoch 1764 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 1923.15 ms
[2022-04-01 06:01:10 main:574] : INFO : Epoch 1765 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 1894.21 ms
[2022-04-01 06:01:12 main:574] : INFO : Epoch 1766 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 1873.19 ms
[2022-04-01 06:01:14 main:574] : INFO : Epoch 1767 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 1883.77 ms
[2022-04-01 06:01:15 main:574] : INFO : Epoch 1768 | loss: 0.0311852 | val_loss: 0.0311914 | Time: 1949.03 ms
[2022-04-01 06:01:17 main:574] : INFO : Epoch 1769 | loss: 0.0311845 | val_loss: 0.0311922 | Time: 1874.45 ms
[2022-04-01 06:01:19 main:574] : INFO : Epoch 1770 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 1875.61 ms
[2022-04-01 06:01:21 main:574] : INFO : Epoch 1771 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1957.13 ms
[2022-04-01 06:01:23 main:574] : INFO : Epoch 1772 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 1872.4 ms
[2022-04-01 06:01:25 main:574] : INFO : Epoch 1773 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 1866.81 ms
[2022-04-01 06:01:27 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.0311945 | Time: 1936.98 ms
[2022-04-01 06:01:29 main:574] : INFO : Epoch 1775 | loss: 0.0311845 | val_loss: 0.0311938 | Time: 1971.76 ms
[2022-04-01 06:01:31 main:574] : INFO : Epoch 1776 | loss: 0.0311833 | val_loss: 0.031191 | Time: 1899.56 ms
[2022-04-01 06:01:33 main:574] : INFO : Epoch 1777 | loss: 0.031183 | val_loss: 0.0311909 | Time: 1873.28 ms
[2022-04-01 06:01:35 main:574] : INFO : Epoch 1778 | loss: 0.0311824 | val_loss: 0.0311905 | Time: 1993.36 ms
[2022-04-01 06:01:37 main:574] : INFO : Epoch 1779 | loss: 0.0311828 | val_loss: 0.0311911 | Time: 1879.14 ms
[2022-04-01 06:01:38 main:574] : INFO : Epoch 1780 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 1923.81 ms
[2022-04-01 06:01:40 main:574] : INFO : Epoch 1781 | loss: 0.0311821 | val_loss: 0.0311928 | Time: 1935.98 ms
[2022-04-01 06:01:42 main:574] : INFO : Epoch 1782 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 1943.25 ms
[2022-04-01 06:01:44 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.0311902 | Time: 1900.86 ms
[2022-04-01 06:01:46 main:574] : INFO : Epoch 1784 | loss: 0.031181 | val_loss: 0.0311903 | Time: 1896.2 ms
[2022-04-01 06:01:48 main:574] : INFO : Epoch 1785 | loss: 0.0311804 | val_loss: 0.0311913 | Time: 1868.24 ms
[2022-04-01 06:01:50 main:574] : INFO : Epoch 1786 | loss: 0.031181 | val_loss: 0.031191 | Time: 1932.43 ms
[2022-04-01 06:01:52 main:574] : INFO : Epoch 1787 | loss: 0.0311824 | val_loss: 0.031195 | Time: 1875.36 ms
[2022-04-01 06:01:54 main:574] : INFO : Epoch 1788 | loss: 0.0311818 | val_loss: 0.0311922 | Time: 1878.4 ms
[2022-04-01 06:01:56 main:574] : INFO : Epoch 1789 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 1928.16 ms
[2022-04-01 06:01:58 main:574] : INFO : Epoch 1790 | loss: 0.0311806 | val_loss: 0.0311921 | Time: 1858.65 ms
[2022-04-01 06:01:59 main:574] : INFO : Epoch 1791 | loss: 0.0311801 | val_loss: 0.0311915 | Time: 1857.98 ms
[2022-04-01 06:02:01 main:574] : INFO : Epoch 1792 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 1913.13 ms
[2022-04-01 06:02:03 main:574] : INFO : Epoch 1793 | loss: 0.0311824 | val_loss: 0.0311915 | Time: 1923.61 ms
[2022-04-01 06:02:05 main:574] : INFO : Epoch 1794 | loss: 0.0311807 | val_loss: 0.0311894 | Time: 1880.9 ms
[2022-04-01 06:02:07 main:574] : INFO : Epoch 1795 | loss: 0.0311818 | val_loss: 0.031193 | Time: 1875.27 ms
[2022-04-01 06:02:09 main:574] : INFO : Epoch 1796 | loss: 0.0311804 | val_loss: 0.031192 | Time: 1870.86 ms
[2022-04-01 06:02:11 main:574] : INFO : Epoch 1797 | loss: 0.0311811 | val_loss: 0.0311921 | Time: 1907.31 ms
[2022-04-01 06:02:13 main:574] : INFO : Epoch 1798 | loss: 0.0311795 | val_loss: 0.0311917 | Time: 1849.85 ms
[2022-04-01 06:02:15 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.0311938 | Time: 1894.04 ms
[2022-04-01 06:02:16 main:574] : INFO : Epoch 1800 | loss: 0.0311786 | val_loss: 0.0311919 | Time: 1926.15 ms
[2022-04-01 06:02:18 main:574] : INFO : Epoch 1801 | loss: 0.0311788 | val_loss: 0.0311945 | Time: 1865.65 ms
[2022-04-01 06:02:20 main:574] : INFO : Epoch 1802 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1911.56 ms
[2022-04-01 06:02:22 main:574] : INFO : Epoch 1803 | loss: 0.0311862 | val_loss: 0.0311962 | Time: 1868.56 ms
[2022-04-01 06:02:24 main:574] : INFO : Epoch 1804 | loss: 0.0311853 | val_loss: 0.0311919 | Time: 1968.81 ms
[2022-04-01 06:02:26 main:574] : INFO : Epoch 1805 | loss: 0.031183 | val_loss: 0.0311914 | Time: 1865.75 ms
[2022-04-01 06:02:28 main:574] : INFO : Epoch 1806 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 1898.2 ms
[2022-04-01 06:02:30 main:574] : INFO : Epoch 1807 | loss: 0.0311812 | val_loss: 0.0311892 | Time: 1922.95 ms
[2022-04-01 06:02:32 main:574] : INFO : Epoch 1808 | loss: 0.0311812 | val_loss: 0.0311923 | Time: 1961.26 ms
[2022-04-01 06:02:34 main:574] : INFO : Epoch 1809 | loss: 0.0311813 | val_loss: 0.0311898 | Time: 1858.8 ms
[2022-04-01 06:02:36 main:574] : INFO : Epoch 1810 | loss: 0.0311799 | val_loss: 0.0311916 | Time: 1893.26 ms
[2022-04-01 06:02:37 main:574] : INFO : Epoch 1811 | loss: 0.0311808 | val_loss: 0.0311908 | Time: 1942.7 ms
[2022-04-01 06:02:39 main:574] : INFO : Epoch 1812 | loss: 0.0311796 | val_loss: 0.0311892 | Time: 1841.13 ms
[2022-04-01 06:02:41 main:574] : INFO : Epoch 1813 | loss: 0.0311795 | val_loss: 0.0311901 | Time: 1863.02 ms
[2022-04-01 06:02:43 main:574] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.0311887 | Time: 1892.02 ms
[2022-04-01 06:02:45 main:574] : INFO : Epoch 1815 | loss: 0.0311782 | val_loss: 0.031189 | Time: 1938.65 ms
[2022-04-01 06:02:47 main:574] : INFO : Epoch 1816 | loss: 0.0311787 | val_loss: 0.031188 | Time: 1851.95 ms
[2022-04-01 06:02:49 main:574] : INFO : Epoch 1817 | loss: 0.0311789 | val_loss: 0.0311888 | Time: 1868.7 ms
[2022-04-01 06:02:51 main:574] : INFO : Epoch 1818 | loss: 0.0311782 | val_loss: 0.0311902 | Time: 1913.98 ms
[2022-04-01 06:02:53 main:574] : INFO : Epoch 1819 | loss: 0.0311784 | val_loss: 0.0311933 | Time: 1927.19 ms
[2022-04-01 06:02:55 main:574] : INFO : Epoch 1820 | loss: 0.0311905 | val_loss: 0.0311954 | Time: 1914.69 ms
[2022-04-01 06:02:56 main:574] : INFO : Epoch 1821 | loss: 0.0311924 | val_loss: 0.0311955 | Time: 1899.7 ms
[2022-04-01 06:02:58 main:574] : INFO : Epoch 1822 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 1954.12 ms
[2022-04-01 06:03:00 main:574] : INFO : Epoch 1823 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 1870.53 ms
[2022-04-01 06:03:02 main:574] : INFO : Epoch 1824 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 1865.16 ms
[2022-04-01 06:03:04 main:574] : INFO : Epoch 1825 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 1918.51 ms
[2022-04-01 06:03:06 main:574] : INFO : Epoch 1826 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 2035.64 ms
[2022-04-01 06:03:08 main:574] : INFO : Epoch 1827 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 1944.88 ms
[2022-04-01 06:03:10 main:574] : INFO : Epoch 1828 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 1854.68 ms
[2022-04-01 06:03:12 main:574] : INFO : Epoch 1829 | loss: 0.031187 | val_loss: 0.0311919 | Time: 1882.4 ms
[2022-04-01 06:03:14 main:574] : INFO : Epoch 1830 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 1937.1 ms
[2022-04-01 06:03:16 main:574] : INFO : Epoch 1831 | loss: 0.0311841 | val_loss: 0.0311904 | Time: 1889.25 ms
[2022-04-01 06:03:17 main:574] : INFO : Epoch 1832 | loss: 0.0311856 | val_loss: 0.0311968 | Time: 1844.41 ms
[2022-04-01 06:03:19 main:574] : INFO : Epoch 1833 | loss: 0.0312421 | val_loss: 0.0321582 | Time: 1954.28 ms
[2022-04-01 06:03:21 main:574] : INFO : Epoch 1834 | loss: 0.0326288 | val_loss: 0.0345634 | Time: 1857.69 ms
[2022-04-01 06:03:23 main:574] : INFO : Epoch 1835 | loss: 0.0319168 | val_loss: 0.0313768 | Time: 1878.75 ms
[2022-04-01 06:03:25 main:574] : INFO : Epoch 1836 | loss: 0.0312953 | val_loss: 0.0312353 | Time: 1866.28 ms
[2022-04-01 06:03:27 main:574] : INFO : Epoch 1837 | loss: 0.0312117 | val_loss: 0.0312011 | Time: 1943.26 ms
[2022-04-01 06:03:29 main:574] : INFO : Epoch 1838 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 1879.01 ms
[2022-04-01 06:03:31 main:574] : INFO : Epoch 1839 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 1886.83 ms
[2022-04-01 06:03:33 main:574] : INFO : Epoch 1840 | loss: 0.0311834 | val_loss: 0.0311889 | Time: 1963.38 ms
[2022-04-01 06:03:35 main:574] : INFO : Epoch 1841 | loss: 0.031182 | val_loss: 0.0311884 | Time: 1939.04 ms
[2022-04-01 06:03:37 main:574] : INFO : Epoch 1842 | loss: 0.031181 | val_loss: 0.0311887 | Time: 1862.41 ms
[2022-04-01 06:03:38 main:574] : INFO : Epoch 1843 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 1845.58 ms
[2022-04-01 06:03:40 main:574] : INFO : Epoch 1844 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 1904.44 ms
[2022-04-01 06:03:42 main:574] : INFO : Epoch 1845 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 1890.19 ms
[2022-04-01 06:03:44 main:574] : INFO : Epoch 1846 | loss: 0.0311799 | val_loss: 0.0311872 | Time: 1865.07 ms
[2022-04-01 06:03:46 main:574] : INFO : Epoch 1847 | loss: 0.0311797 | val_loss: 0.0311898 | Time: 1874.89 ms
[2022-04-01 06:03:48 main:574] : INFO : Epoch 1848 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1990.05 ms
[2022-04-01 06:03:50 main:574] : INFO : Epoch 1849 | loss: 0.0311856 | val_loss: 0.0311945 | Time: 1877.48 ms
[2022-04-01 06:03:52 main:574] : INFO : Epoch 1850 | loss: 0.0311881 | val_loss: 0.0311959 | Time: 1879.27 ms
[2022-04-01 06:03:54 main:574] : INFO : Epoch 1851 | loss: 0.0311892 | val_loss: 0.0311939 | Time: 1935.53 ms
[2022-04-01 06:03:56 main:574] : INFO : Epoch 1852 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 1843.53 ms
[2022-04-01 06:03:57 main:574] : INFO : Epoch 1853 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 1876.13 ms
[2022-04-01 06:03:59 main:574] : INFO : Epoch 1854 | loss: 0.0311836 | val_loss: 0.0311951 | Time: 1845.31 ms
[2022-04-01 06:04:01 main:574] : INFO : Epoch 1855 | loss: 0.0311831 | val_loss: 0.0311934 | Time: 1910.21 ms
[2022-04-01 06:04:03 main:574] : INFO : Epoch 1856 | loss: 0.0311808 | val_loss: 0.0311912 | Time: 1879.02 ms
[2022-04-01 06:04:05 main:574] : INFO : Epoch 1857 | loss: 0.0311799 | val_loss: 0.0311915 | Time: 1888.81 ms
[2022-04-01 06:04:07 main:574] : INFO : Epoch 1858 | loss: 0.0311804 | val_loss: 0.0311917 | Time: 1925.04 ms
[2022-04-01 06:04:09 main:574] : INFO : Epoch 1859 | loss: 0.03118 | val_loss: 0.0311906 | Time: 1936.28 ms
[2022-04-01 06:04:11 main:574] : INFO : Epoch 1860 | loss: 0.0311798 | val_loss: 0.0311913 | Time: 1878.88 ms
[2022-04-01 06:04:13 main:574] : INFO : Epoch 1861 | loss: 0.0311792 | val_loss: 0.0311897 | Time: 1882.22 ms
[2022-04-01 06:04:15 main:574] : INFO : Epoch 1862 | loss: 0.0311796 | val_loss: 0.0311896 | Time: 1924.57 ms
[2022-04-01 06:04:16 main:574] : INFO : Epoch 1863 | loss: 0.0311793 | val_loss: 0.0311897 | Time: 1859.19 ms
[2022-04-01 06:04:18 main:574] : INFO : Epoch 1864 | loss: 0.0311787 | val_loss: 0.03119 | Time: 1878.87 ms
[2022-04-01 06:04:20 main:574] : INFO : Epoch 1865 | loss: 0.0311775 | val_loss: 0.031189 | Time: 1867.78 ms
[2022-04-01 06:04:22 main:574] : INFO : Epoch 1866 | loss: 0.0311774 | val_loss: 0.0311889 | Time: 1927.71 ms
[2022-04-01 06:04:24 main:574] : INFO : Epoch 1867 | loss: 0.031178 | val_loss: 0.0311912 | Time: 1896.1 ms
[2022-04-01 06:04:26 main:574] : INFO : Epoch 1868 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 1873.92 ms
[2022-04-01 06:04:28 main:574] : INFO : Epoch 1869 | loss: 0.031177 | val_loss: 0.031191 | Time: 1903.26 ms
[2022-04-01 06:04:30 main:574] : INFO : Epoch 1870 | loss: 0.031178 | val_loss: 0.0311926 | Time: 1931.43 ms
[2022-04-01 06:04:32 main:574] : INFO : Epoch 1871 | loss: 0.0311783 | val_loss: 0.0311919 | Time: 1888.29 ms
[2022-04-01 06:04:33 main:574] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.031192 | Time: 1881.88 ms
[2022-04-01 06:04:35 main:574] : INFO : Epoch 1873 | loss: 0.0311776 | val_loss: 0.0311927 | Time: 1963.16 ms
[2022-04-01 06:04:37 main:574] : INFO : Epoch 1874 | loss: 0.031176 | val_loss: 0.0311899 | Time: 1849.14 ms
[2022-04-01 06:04:39 main:574] : INFO : Epoch 1875 | loss: 0.0311762 | val_loss: 0.0311898 | Time: 1889.17 ms
[2022-04-01 06:04:41 main:574] : INFO : Epoch 1876 | loss: 0.0311757 | val_loss: 0.0311894 | Time: 1905.62 ms
[2022-04-01 06:04:43 main:574] : INFO : Epoch 1877 | loss: 0.0311753 | val_loss: 0.0311895 | Time: 1936.69 ms
[2022-04-01 06:04:45 main:574] : INFO : Epoch 1878 | loss: 0.0311747 | val_loss: 0.0311913 | Time: 1894.16 ms
[2022-04-01 06:04:47 main:574] : INFO : Epoch 1879 | loss: 0.0311747 | val_loss: 0.0311899 | Time: 1885.91 ms
[2022-04-01 06:04:49 main:574] : INFO : Epoch 1880 | loss: 0.031175 | val_loss: 0.0311903 | Time: 1879.46 ms
[2022-04-01 06:04:51 main:574] : INFO : Epoch 1881 | loss: 0.0311748 | val_loss: 0.0311917 | Time: 1941.86 ms
[2022-04-01 06:04:53 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311906 | Time: 1878.53 ms
[2022-04-01 06:04:54 main:574] : INFO : Epoch 1883 | loss: 0.0311742 | val_loss: 0.0311905 | Time: 1871.92 ms
[2022-04-01 06:04:56 main:574] : INFO : Epoch 1884 | loss: 0.0311747 | val_loss: 0.0311904 | Time: 1970.57 ms
[2022-04-01 06:04:58 main:574] : INFO : Epoch 1885 | loss: 0.0311741 | val_loss: 0.0311919 | Time: 1876.3 ms
[2022-04-01 06:05:00 main:574] : INFO : Epoch 1886 | loss: 0.0311741 | val_loss: 0.0311908 | Time: 1908.53 ms
[2022-04-01 06:05:02 main:574] : INFO : Epoch 1887 | loss: 0.0311743 | val_loss: 0.0311933 | Time: 1867.29 ms
[2022-04-01 06:05:04 main:574] : INFO : Epoch 1888 | loss: 0.0311747 | val_loss: 0.0311902 | Time: 1950.6 ms
[2022-04-01 06:05:06 main:574] : INFO : Epoch 1889 | loss: 0.0311741 | val_loss: 0.0311896 | Time: 1888.76 ms
[2022-04-01 06:05:08 main:574] : INFO : Epoch 1890 | loss: 0.0311737 | val_loss: 0.031189 | Time: 1980.98 ms
[2022-04-01 06:05:10 main:574] : INFO : Epoch 1891 | loss: 0.0311735 | val_loss: 0.0311897 | Time: 1887.5 ms
[2022-04-01 06:05:12 main:574] : INFO : Epoch 1892 | loss: 0.0311756 | val_loss: 0.0311903 | Time: 1939.86 ms
[2022-04-01 06:05:14 main:574] : INFO : Epoch 1893 | loss: 0.031175 | val_loss: 0.0311888 | Time: 1855.3 ms
[2022-04-01 06:05:15 main:574] : INFO : Epoch 1894 | loss: 0.0311743 | val_loss: 0.0311922 | Time: 1898.34 ms
[2022-04-01 06:05:17 main:574] : INFO : Epoch 1895 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 1940.03 ms
[2022-04-01 06:05:19 main:574] : INFO : Epoch 1896 | loss: 0.0311777 | val_loss: 0.0311926 | Time: 1930.31 ms
[2022-04-01 06:05:21 main:574] : INFO : Epoch 1897 | loss: 0.0311785 | val_loss: 0.031191 | Time: 1878.57 ms
[2022-04-01 06:05:23 main:574] : INFO : Epoch 1898 | loss: 0.0311762 | val_loss: 0.0311895 | Time: 1890.1 ms
[2022-04-01 06:05:25 main:574] : INFO : Epoch 1899 | loss: 0.0311763 | val_loss: 0.0311888 | Time: 1966.46 ms
[2022-04-01 06:05:27 main:574] : INFO : Epoch 1900 | loss: 0.0311772 | val_loss: 0.0311887 | Time: 1867.6 ms
[2022-04-01 06:05:29 main:574] : INFO : Epoch 1901 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 1900.13 ms
[2022-04-01 06:05:31 main:574] : INFO : Epoch 1902 | loss: 0.0311739 | val_loss: 0.0311903 | Time: 1915.66 ms
[2022-04-01 06:05:33 main:574] : INFO : Epoch 1903 | loss: 0.031175 | val_loss: 0.0311904 | Time: 1901.52 ms
[2022-04-01 06:05:35 main:574] : INFO : Epoch 1904 | loss: 0.0311751 | val_loss: 0.0311916 | Time: 1914.63 ms
[2022-04-01 06:05:37 main:574] : INFO : Epoch 1905 | loss: 0.0311747 | val_loss: 0.0311909 | Time: 1899.35 ms
[2022-04-01 06:05:38 main:574] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.0311888 | Time: 1922.92 ms
[2022-04-01 06:05:40 main:574] : INFO : Epoch 1907 | loss: 0.031173 | val_loss: 0.0311897 | Time: 1876.96 ms
[2022-04-01 06:05:42 main:574] : INFO : Epoch 1908 | loss: 0.0311731 | val_loss: 0.0311903 | Time: 1885.04 ms
[2022-04-01 06:05:44 main:574] : INFO : Epoch 1909 | loss: 0.0311748 | val_loss: 0.0311919 | Time: 1882.17 ms
[2022-04-01 06:05:46 main:574] : INFO : Epoch 1910 | loss: 0.0311744 | val_loss: 0.031188 | Time: 1930.3 ms
[2022-04-01 06:05:48 main:574] : INFO : Epoch 1911 | loss: 0.0311746 | val_loss: 0.0311887 | Time: 1890.68 ms
[2022-04-01 06:05:50 main:574] : INFO : Epoch 1912 | loss: 0.0311766 | val_loss: 0.0311904 | Time: 1864.02 ms
[2022-04-01 06:05:52 main:574] : INFO : Epoch 1913 | loss: 0.0311791 | val_loss: 0.0311883 | Time: 1953.32 ms
[2022-04-01 06:05:54 main:574] : INFO : Epoch 1914 | loss: 0.0311763 | val_loss: 0.0311898 | Time: 1885.33 ms
[2022-04-01 06:05:56 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311902 | Time: 1874.72 ms
[2022-04-01 06:05:57 main:574] : INFO : Epoch 1916 | loss: 0.0311752 | val_loss: 0.0311892 | Time: 1888.3 ms
[2022-04-01 06:05:59 main:574] : INFO : Epoch 1917 | loss: 0.0311749 | val_loss: 0.0311908 | Time: 1910.5 ms
[2022-04-01 06:06:01 main:574] : INFO : Epoch 1918 | loss: 0.0311759 | val_loss: 0.0311894 | Time: 1870.63 ms
[2022-04-01 06:06:03 main:574] : INFO : Epoch 1919 | loss: 0.0311795 | val_loss: 0.0311901 | Time: 1860.11 ms
[2022-04-01 06:06:05 main:574] : INFO : Epoch 1920 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1908.36 ms
[2022-04-01 06:06:07 main:574] : INFO : Epoch 1921 | loss: 0.0311787 | val_loss: 0.0311893 | Time: 2011.78 ms
[2022-04-01 06:06:09 main:574] : INFO : Epoch 1922 | loss: 0.0311786 | val_loss: 0.0311914 | Time: 1877.76 ms
[2022-04-01 06:06:11 main:574] : INFO : Epoch 1923 | loss: 0.0311786 | val_loss: 0.0311909 | Time: 1856.5 ms
[2022-04-01 06:06:13 main:574] : INFO : Epoch 1924 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 1954.58 ms
[2022-04-01 06:06:15 main:574] : INFO : Epoch 1925 | loss: 0.0311791 | val_loss: 0.0311901 | Time: 1867.71 ms
[2022-04-01 06:06:16 main:574] : INFO : Epoch 1926 | loss: 0.0311778 | val_loss: 0.0311897 | Time: 1870.52 ms
[2022-04-01 06:06:18 main:574] : INFO : Epoch 1927 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 1846.78 ms
[2022-04-01 06:06:20 main:574] : INFO : Epoch 1928 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1961.96 ms
[2022-04-01 06:06:22 main:574] : INFO : Epoch 1929 | loss: 0.0311763 | val_loss: 0.0311913 | Time: 1850.99 ms
[2022-04-01 06:06:24 main:574] : INFO : Epoch 1930 | loss: 0.0311777 | val_loss: 0.031191 | Time: 1887.66 ms
[2022-04-01 06:06:26 main:574] : INFO : Epoch 1931 | loss: 0.0311774 | val_loss: 0.031192 | Time: 1873.57 ms
[2022-04-01 06:06:28 main:574] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0311922 | Time: 1932.71 ms
[2022-04-01 06:06:30 main:574] : INFO : Epoch 1933 | loss: 0.0311773 | val_loss: 0.0311926 | Time: 1886.38 ms
[2022-04-01 06:06:32 main:574] : INFO : Epoch 1934 | loss: 0.0311779 | val_loss: 0.0311916 | Time: 1857.87 ms
[2022-04-01 06:06:34 main:574] : INFO : Epoch 1935 | loss: 0.0311755 | val_loss: 0.0311921 | Time: 1951.06 ms
[2022-04-01 06:06:35 main:574] : INFO : Epoch 1936 | loss: 0.0311773 | val_loss: 0.0311925 | Time: 1878.01 ms
[2022-04-01 06:06:37 main:574] : INFO : Epoch 1937 | loss: 0.0311782 | val_loss: 0.0311912 | Time: 1879.83 ms
[2022-04-01 06:06:39 main:574] : INFO : Epoch 1938 | loss: 0.0311845 | val_loss: 0.0311956 | Time: 1848.34 ms
[2022-04-01 06:06:41 main:574] : INFO : Epoch 1939 | loss: 0.031192 | val_loss: 0.0311966 | Time: 1925.97 ms
[2022-04-01 06:06:43 main:574] : INFO : Epoch 1940 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 1878.08 ms
[2022-04-01 06:06:45 main:574] : INFO : Epoch 1941 | loss: 0.031189 | val_loss: 0.0311942 | Time: 1903.28 ms
[2022-04-01 06:06:47 main:574] : INFO : Epoch 1942 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 1860.84 ms
[2022-04-01 06:06:49 main:574] : INFO : Epoch 1943 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 1917.18 ms
[2022-04-01 06:06:51 main:574] : INFO : Epoch 1944 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 1902.54 ms
[2022-04-01 06:06:52 main:574] : INFO : Epoch 1945 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 1849.48 ms
[2022-04-01 06:06:54 main:574] : INFO : Epoch 1946 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 1931.16 ms
[2022-04-01 06:06:56 main:574] : INFO : Epoch 1947 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 1859.51 ms
[2022-04-01 06:06:58 main:574] : INFO : Epoch 1948 | loss: 0.0311846 | val_loss: 0.0311942 | Time: 1888.09 ms
[2022-04-01 06:07:00 main:574] : INFO : Epoch 1949 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 1866.06 ms
[2022-04-01 06:07:02 main:574] : INFO : Epoch 1950 | loss: 0.0311851 | val_loss: 0.0311958 | Time: 1932.99 ms
[2022-04-01 06:07:04 main:574] : INFO : Epoch 1951 | loss: 0.0311852 | val_loss: 0.0311929 | Time: 1846.56 ms
[2022-04-01 06:07:06 main:574] : INFO : Epoch 1952 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 1878.4 ms
[2022-04-01 06:07:08 main:574] : INFO : Epoch 1953 | loss: 0.0311835 | val_loss: 0.0311916 | Time: 1926.03 ms
[2022-04-01 06:07:10 main:574] : INFO : Epoch 1954 | loss: 0.0311836 | val_loss: 0.0311925 | Time: 1948.06 ms
[2022-04-01 06:07:11 main:574] : INFO : Epoch 1955 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 1869.52 ms
[2022-04-01 06:07:13 main:574] : INFO : Epoch 1956 | loss: 0.0311837 | val_loss: 0.0311911 | Time: 1852.26 ms
[2022-04-01 06:07:15 main:574] : INFO : Epoch 1957 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 1961.3 ms
[2022-04-01 06:07:17 main:574] : INFO : Epoch 1958 | loss: 0.0311833 | val_loss: 0.031192 | Time: 1871.47 ms
[2022-04-01 06:07:19 main:574] : INFO : Epoch 1959 | loss: 0.0311825 | val_loss: 0.0311906 | Time: 1876.33 ms
[2022-04-01 06:07:21 main:574] : INFO : Epoch 1960 | loss: 0.0311822 | val_loss: 0.031192 | Time: 1913.23 ms
[2022-04-01 06:07:23 main:574] : INFO : Epoch 1961 | loss: 0.0311817 | val_loss: 0.0311925 | Time: 1917.09 ms
[2022-04-01 06:07:25 main:574] : INFO : Epoch 1962 | loss: 0.0311824 | val_loss: 0.0311928 | Time: 1883.54 ms
[2022-04-01 06:07:27 main:574] : INFO : Epoch 1963 | loss: 0.0311819 | val_loss: 0.0311915 | Time: 1860.77 ms
[2022-04-01 06:07:29 main:574] : INFO : Epoch 1964 | loss: 0.0311815 | val_loss: 0.031192 | Time: 1881.16 ms
[2022-04-01 06:07:30 main:574] : INFO : Epoch 1965 | loss: 0.0311827 | val_loss: 0.0311934 | Time: 1984.47 ms
[2022-04-01 06:07:32 main:574] : INFO : Epoch 1966 | loss: 0.0311821 | val_loss: 0.0311914 | Time: 1851.28 ms
[2022-04-01 06:07:34 main:574] : INFO : Epoch 1967 | loss: 0.0311836 | val_loss: 0.0311933 | Time: 1932.04 ms
[2022-04-01 06:07:36 main:574] : INFO : Epoch 1968 | loss: 0.0311837 | val_loss: 0.0311899 | Time: 1925.37 ms
[2022-04-01 06:07:38 main:574] : INFO : Epoch 1969 | loss: 0.0311907 | val_loss: 0.031195 | Time: 1887.79 ms
[2022-04-01 06:07:40 main:574] : INFO : Epoch 1970 | loss: 0.0311922 | val_loss: 0.0311928 | Time: 1922.52 ms
[2022-04-01 06:07:42 main:574] : INFO : Epoch 1971 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 1881.95 ms
[2022-04-01 06:07:44 main:574] : INFO : Epoch 1972 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 1953.37 ms
[2022-04-01 06:07:46 main:574] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 1862.24 ms
[2022-04-01 06:07:48 main:574] : INFO : Epoch 1974 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 1859.82 ms
[2022-04-01 06:07:50 main:574] : INFO : Epoch 1975 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1914.75 ms
[2022-04-01 06:07:51 main:574] : INFO : Epoch 1976 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 1945.04 ms
[2022-04-01 06:07:53 main:574] : INFO : Epoch 1977 | loss: 0.0311854 | val_loss: 0.031189 | Time: 1881.68 ms
[2022-04-01 06:07:55 main:574] : INFO : Epoch 1978 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 1857.96 ms
[2022-04-01 06:07:57 main:574] : INFO : Epoch 1979 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 1921.34 ms
[2022-04-01 06:07:59 main:574] : INFO : Epoch 1980 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1882.2 ms
[2022-04-01 06:08:01 main:574] : INFO : Epoch 1981 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 1903.45 ms
[2022-04-01 06:08:03 main:574] : INFO : Epoch 1982 | loss: 0.0311847 | val_loss: 0.031189 | Time: 1856.71 ms
[2022-04-01 06:08:05 main:574] : INFO : Epoch 1983 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 2002.18 ms
[2022-04-01 06:08:07 main:574] : INFO : Epoch 1984 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 1861.2 ms
[2022-04-01 06:08:09 main:574] : INFO : Epoch 1985 | loss: 0.0311827 | val_loss: 0.0311903 | Time: 1878.23 ms
[2022-04-01 06:08:10 main:574] : INFO : Epoch 1986 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 1906.88 ms
[2022-04-01 06:08:12 main:574] : INFO : Epoch 1987 | loss: 0.0311826 | val_loss: 0.031191 | Time: 1972.45 ms
[2022-04-01 06:08:14 main:574] : INFO : Epoch 1988 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1852.32 ms
[2022-04-01 06:08:16 main:574] : INFO : Epoch 1989 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1873.44 ms
[2022-04-01 06:08:18 main:574] : INFO : Epoch 1990 | loss: 0.0311808 | val_loss: 0.031189 | Time: 1934.69 ms
[2022-04-01 06:08:20 main:574] : INFO : Epoch 1991 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 1872.67 ms
[2022-04-01 06:08:22 main:574] : INFO : Epoch 1992 | loss: 0.0311813 | val_loss: 0.0311931 | Time: 1862.36 ms
[2022-04-01 06:08:24 main:574] : INFO : Epoch 1993 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 1881.33 ms
[2022-04-01 06:08:26 main:574] : INFO : Epoch 1994 | loss: 0.0311821 | val_loss: 0.0311942 | Time: 2000.21 ms
[2022-04-01 06:08:28 main:574] : INFO : Epoch 1995 | loss: 0.0311855 | val_loss: 0.0311944 | Time: 1851.48 ms
[2022-04-01 06:08:30 main:574] : INFO : Epoch 1996 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 1876.2 ms
[2022-04-01 06:08:31 main:574] : INFO : Epoch 1997 | loss: 0.0311821 | val_loss: 0.0311918 | Time: 1943.07 ms
[2022-04-01 06:08:33 main:574] : INFO : Epoch 1998 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 1929.7 ms
[2022-04-01 06:08:35 main:574] : INFO : Epoch 1999 | loss: 0.0311819 | val_loss: 0.0311896 | Time: 1884.43 ms
[2022-04-01 06:08:37 main:574] : INFO : Epoch 2000 | loss: 0.0311814 | val_loss: 0.0311908 | Time: 1867.99 ms
[2022-04-01 06:08:39 main:574] : INFO : Epoch 2001 | loss: 0.031181 | val_loss: 0.0311891 | Time: 1996.18 ms
[2022-04-01 06:08:41 main:574] : INFO : Epoch 2002 | loss: 0.0311816 | val_loss: 0.0311913 | Time: 1902.56 ms
[2022-04-01 06:08:43 main:574] : INFO : Epoch 2003 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 1858.12 ms
[2022-04-01 06:08:45 main:574] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311906 | Time: 1858.17 ms
[2022-04-01 06:08:47 main:574] : INFO : Epoch 2005 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 1927.51 ms
[2022-04-01 06:08:49 main:574] : INFO : Epoch 2006 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 1849.23 ms
[2022-04-01 06:08:51 main:574] : INFO : Epoch 2007 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 1906.26 ms
[2022-04-01 06:08:52 main:574] : INFO : Epoch 2008 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 1949.15 ms
[2022-04-01 06:08:54 main:574] : INFO : Epoch 2009 | loss: 0.0311799 | val_loss: 0.0311914 | Time: 1873.73 ms
[2022-04-01 06:08:56 main:574] : INFO : Epoch 2010 | loss: 0.0311802 | val_loss: 0.0311919 | Time: 1928.6 ms
[2022-04-01 06:08:58 main:574] : INFO : Epoch 2011 | loss: 0.0311815 | val_loss: 0.0311952 | Time: 1865.9 ms
[2022-04-01 06:09:00 main:574] : INFO : Epoch 2012 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 1958 ms
[2022-04-01 06:09:02 main:574] : INFO : Epoch 2013 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 1857.3 ms
[2022-04-01 06:09:04 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 1885.39 ms
[2022-04-01 06:09:06 main:574] : INFO : Epoch 2015 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 1902.14 ms
[2022-04-01 06:09:08 main:574] : INFO : Epoch 2016 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 1941.4 ms
[2022-04-01 06:09:10 main:574] : INFO : Epoch 2017 | loss: 0.0311802 | val_loss: 0.031189 | Time: 1893.14 ms
[2022-04-01 06:09:12 main:574] : INFO : Epoch 2018 | loss: 0.0311806 | val_loss: 0.0311918 | Time: 1904.8 ms
[2022-04-01 06:09:13 main:574] : INFO : Epoch 2019 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 1930.32 ms
[2022-04-01 06:09:15 main:574] : INFO : Epoch 2020 | loss: 0.0311817 | val_loss: 0.0311878 | Time: 1872.98 ms
[2022-04-01 06:09:17 main:574] : INFO : Epoch 2021 | loss: 0.0311796 | val_loss: 0.031189 | Time: 1861.66 ms
[2022-04-01 06:09:19 main:574] : INFO : Epoch 2022 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 1863.64 ms
[2022-04-01 06:09:21 main:574] : INFO : Epoch 2023 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1920.43 ms
[2022-04-01 06:09:23 main:574] : INFO : Epoch 2024 | loss: 0.0311803 | val_loss: 0.0311873 | Time: 1872.2 ms
[2022-04-01 06:09:25 main:574] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 1892.25 ms
[2022-04-01 06:09:27 main:574] : INFO : Epoch 2026 | loss: 0.0311807 | val_loss: 0.0311876 | Time: 1852.61 ms
[2022-04-01 06:09:29 main:574] : INFO : Epoch 2027 | loss: 0.0311798 | val_loss: 0.031188 | Time: 1961.29 ms
[2022-04-01 06:09:30 main:574] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 1878.51 ms
[2022-04-01 06:09:32 main:574] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.0311869 | Time: 1906.09 ms
[2022-04-01 06:09:34 main:574] : INFO : Epoch 2030 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 1915.89 ms
[2022-04-01 06:09:36 main:574] : INFO : Epoch 2031 | loss: 0.0311787 | val_loss: 0.031186 | Time: 1899.28 ms
[2022-04-01 06:09:38 main:574] : INFO : Epoch 2032 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1843.36 ms
[2022-04-01 06:09:40 main:574] : INFO : Epoch 2033 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 1862.28 ms
[2022-04-01 06:09:42 main:574] : INFO : Epoch 2034 | loss: 0.0311783 | val_loss: 0.031188 | Time: 1952.77 ms
[2022-04-01 06:09:44 main:574] : INFO : Epoch 2035 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 1909.02 ms
[2022-04-01 06:09:46 main:574] : INFO : Epoch 2036 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1853.87 ms
[2022-04-01 06:09:48 main:574] : INFO : Epoch 2037 | loss: 0.031178 | val_loss: 0.0311851 | Time: 1877.71 ms
[2022-04-01 06:09:49 main:574] : INFO : Epoch 2038 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 1933 ms
[2022-04-01 06:09:51 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311857 | Time: 1879.32 ms
[2022-04-01 06:09:53 main:574] : INFO : Epoch 2040 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 1919.1 ms
[2022-04-01 06:09:55 main:574] : INFO : Epoch 2041 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 1927.69 ms
[2022-04-01 06:09:57 main:574] : INFO : Epoch 2042 | loss: 0.0311785 | val_loss: 0.031185 | Time: 1886.91 ms
[2022-04-01 06:09:59 main:574] : INFO : Epoch 2043 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 1873.88 ms
[2022-04-01 06:10:01 main:574] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 1865.47 ms
[2022-04-01 06:10:03 main:574] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 1924.72 ms
[2022-04-01 06:10:05 main:574] : INFO : Epoch 2046 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 1882.22 ms
[2022-04-01 06:10:07 main:574] : INFO : Epoch 2047 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1858.64 ms
[2022-04-01 06:10:08 main:574] : INFO : Epoch 2048 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 1882.6 ms
[2022-04-01 06:10:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311853
[2022-04-01 06:10:08 main:603] : INFO : Saving end state to config to file
[2022-04-01 06:10:08 main:608] : INFO : Success, exiting..
06:10:08 (29212): 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)