Task 13841900
| Name | ParityModified-1647041030-16302-3-0_0 |
| Workunit | 10921904 |
| Created | 27 Mar 2022, 8:37:00 UTC |
| Sent | 1 Apr 2022, 8:54:26 UTC |
| Report deadline | 9 Apr 2022, 8:54:26 UTC |
| Received | 1 Apr 2022, 13:30:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 1 hours 3 min 11 sec |
| CPU time | 1 hours 2 min 7 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> 1 06:57:16 main:574] : INFO : Epoch 1542 | loss: 0.03116 | val_loss: 0.031162 | Time: 1899.53 ms [2022-04-01 06:57:18 main:574] : INFO : Epoch 1543 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 1956.1 ms [2022-04-01 06:57:20 main:574] : INFO : Epoch 1544 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 1903.68 ms [2022-04-01 06:57:22 main:574] : INFO : Epoch 1545 | loss: 0.0311542 | val_loss: 0.031159 | Time: 1898.61 ms [2022-04-01 06:57:24 main:574] : INFO : Epoch 1546 | loss: 0.0311551 | val_loss: 0.0311599 | Time: 1854.44 ms [2022-04-01 06:57:26 main:574] : INFO : Epoch 1547 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 1936.89 ms [2022-04-01 06:57:27 main:574] : INFO : Epoch 1548 | loss: 0.0311525 | val_loss: 0.0311608 | Time: 1880.52 ms [2022-04-01 06:57:29 main:574] : INFO : Epoch 1549 | loss: 0.0311544 | val_loss: 0.0311589 | Time: 1873.84 ms [2022-04-01 06:57:31 main:574] : INFO : Epoch 1550 | loss: 0.0311528 | val_loss: 0.0311576 | Time: 1915.85 ms [2022-04-01 06:57:33 main:574] : INFO : Epoch 1551 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1869.62 ms [2022-04-01 06:57:35 main:574] : INFO : Epoch 1552 | loss: 0.0311525 | val_loss: 0.0311597 | Time: 1864.49 ms [2022-04-01 06:57:37 main:574] : INFO : Epoch 1553 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 1867.74 ms [2022-04-01 06:57:39 main:574] : INFO : Epoch 1554 | loss: 0.0311541 | val_loss: 0.0311622 | Time: 1941.36 ms [2022-04-01 06:57:41 main:574] : INFO : Epoch 1555 | loss: 0.0311545 | val_loss: 0.0311584 | Time: 1912.94 ms [2022-04-01 06:57:43 main:574] : INFO : Epoch 1556 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 1871.58 ms [2022-04-01 06:57:44 main:574] : INFO : Epoch 1557 | loss: 0.0311519 | val_loss: 0.03116 | Time: 1875.82 ms [2022-04-01 06:57:46 main:574] : INFO : Epoch 1558 | loss: 0.031152 | val_loss: 0.0311604 | Time: 1948.02 ms [2022-04-01 06:57:48 main:574] : INFO : Epoch 1559 | loss: 0.0311507 | val_loss: 0.0311609 | Time: 1860.92 ms [2022-04-01 06:57:50 main:574] : INFO : Epoch 1560 | loss: 0.0311501 | val_loss: 0.0311591 | Time: 1891.08 ms [2022-04-01 06:57:52 main:574] : INFO : Epoch 1561 | loss: 0.0311514 | val_loss: 0.0311576 | Time: 1946.37 ms [2022-04-01 06:57:54 main:574] : INFO : Epoch 1562 | loss: 0.0311509 | val_loss: 0.0311581 | Time: 1897.22 ms [2022-04-01 06:57:56 main:574] : INFO : Epoch 1563 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 1884.21 ms [2022-04-01 06:57:58 main:574] : INFO : Epoch 1564 | loss: 0.0311513 | val_loss: 0.0311588 | Time: 1879.13 ms [2022-04-01 06:58:00 main:574] : INFO : Epoch 1565 | loss: 0.0311498 | val_loss: 0.0311606 | Time: 1988.42 ms [2022-04-01 06:58:02 main:574] : INFO : Epoch 1566 | loss: 0.0311542 | val_loss: 0.0311598 | Time: 1876.42 ms [2022-04-01 06:58:04 main:574] : INFO : Epoch 1567 | loss: 0.0311545 | val_loss: 0.0311559 | Time: 1857.75 ms [2022-04-01 06:58:05 main:574] : INFO : Epoch 1568 | loss: 0.031152 | val_loss: 0.0311566 | Time: 1946.07 ms [2022-04-01 06:58:07 main:574] : INFO : Epoch 1569 | loss: 0.0311493 | val_loss: 0.0311562 | Time: 1933.22 ms [2022-04-01 06:58:09 main:574] : INFO : Epoch 1570 | loss: 0.0311495 | val_loss: 0.0311548 | Time: 1874.32 ms [2022-04-01 06:58:11 main:574] : INFO : Epoch 1571 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 1855.34 ms [2022-04-01 06:58:13 main:574] : INFO : Epoch 1572 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 1939.82 ms [2022-04-01 06:58:15 main:574] : INFO : Epoch 1573 | loss: 0.0311551 | val_loss: 0.0311652 | Time: 1928.09 ms [2022-04-01 06:58:17 main:574] : INFO : Epoch 1574 | loss: 0.0311506 | val_loss: 0.0311557 | Time: 1861.88 ms [2022-04-01 06:58:19 main:574] : INFO : Epoch 1575 | loss: 0.0311481 | val_loss: 0.031163 | Time: 1863.69 ms [2022-04-01 06:58:21 main:574] : INFO : Epoch 1576 | loss: 0.0311531 | val_loss: 0.0311564 | Time: 1944.68 ms [2022-04-01 06:58:23 main:574] : INFO : Epoch 1577 | loss: 0.0311521 | val_loss: 0.0311586 | Time: 1852.25 ms [2022-04-01 06:58:24 main:574] : INFO : Epoch 1578 | loss: 0.0311514 | val_loss: 0.0311561 | Time: 1885.62 ms [2022-04-01 06:58:26 main:574] : INFO : Epoch 1579 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 1946.82 ms [2022-04-01 06:58:28 main:574] : INFO : Epoch 1580 | loss: 0.0311525 | val_loss: 0.0311579 | Time: 1877.3 ms [2022-04-01 06:58:30 main:574] : INFO : Epoch 1581 | loss: 0.03115 | val_loss: 0.0311564 | Time: 1900.71 ms [2022-04-01 06:58:32 main:574] : INFO : Epoch 1582 | loss: 0.0311508 | val_loss: 0.0311587 | Time: 1849.07 ms [2022-04-01 06:58:34 main:574] : INFO : Epoch 1583 | loss: 0.0311488 | val_loss: 0.031162 | Time: 1929.4 ms [2022-04-01 06:58:36 main:574] : INFO : Epoch 1584 | loss: 0.0311529 | val_loss: 0.031157 | Time: 1896.81 ms [2022-04-01 06:58:38 main:574] : INFO : Epoch 1585 | loss: 0.0311495 | val_loss: 0.0311561 | Time: 1874.56 ms [2022-04-01 06:58:40 main:574] : INFO : Epoch 1586 | loss: 0.03115 | val_loss: 0.0311592 | Time: 1887.71 ms [2022-04-01 06:58:42 main:574] : INFO : Epoch 1587 | loss: 0.0311516 | val_loss: 0.0311558 | Time: 1981.21 ms [2022-04-01 06:58:44 main:574] : INFO : Epoch 1588 | loss: 0.0311553 | val_loss: 0.0311567 | Time: 1856.06 ms [2022-04-01 06:58:45 main:574] : INFO : Epoch 1589 | loss: 0.0311525 | val_loss: 0.0311557 | Time: 1888.9 ms [2022-04-01 06:58:47 main:574] : INFO : Epoch 1590 | loss: 0.031149 | val_loss: 0.0311565 | Time: 1957.92 ms [2022-04-01 06:58:49 main:574] : INFO : Epoch 1591 | loss: 0.0311473 | val_loss: 0.0311568 | Time: 1865.95 ms [2022-04-01 06:58:51 main:574] : INFO : Epoch 1592 | loss: 0.0311477 | val_loss: 0.031158 | Time: 1867.39 ms [2022-04-01 06:58:53 main:574] : INFO : Epoch 1593 | loss: 0.0311504 | val_loss: 0.0311568 | Time: 1882.12 ms [2022-04-01 06:58:55 main:574] : INFO : Epoch 1594 | loss: 0.0311479 | val_loss: 0.0311568 | Time: 1938.46 ms [2022-04-01 06:58:57 main:574] : INFO : Epoch 1595 | loss: 0.0311478 | val_loss: 0.0311603 | Time: 1880.52 ms [2022-04-01 06:58:59 main:574] : INFO : Epoch 1596 | loss: 0.0311533 | val_loss: 0.0311565 | Time: 1850.24 ms [2022-04-01 06:59:01 main:574] : INFO : Epoch 1597 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 1877.32 ms [2022-04-01 06:59:03 main:574] : INFO : Epoch 1598 | loss: 0.0311604 | val_loss: 0.0311845 | Time: 1955.42 ms [2022-04-01 06:59:04 main:574] : INFO : Epoch 1599 | loss: 0.0311557 | val_loss: 0.0311612 | Time: 1859.98 ms [2022-04-01 06:59:06 main:574] : INFO : Epoch 1600 | loss: 0.0311517 | val_loss: 0.031157 | Time: 1912.04 ms [2022-04-01 06:59:08 main:574] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.031163 | Time: 1916.46 ms [2022-04-01 06:59:10 main:574] : INFO : Epoch 1602 | loss: 0.0311506 | val_loss: 0.03116 | Time: 1903.85 ms [2022-04-01 06:59:12 main:574] : INFO : Epoch 1603 | loss: 0.03115 | val_loss: 0.0311602 | Time: 1862.23 ms [2022-04-01 06:59:14 main:574] : INFO : Epoch 1604 | loss: 0.0311508 | val_loss: 0.0311567 | Time: 1850.44 ms [2022-04-01 06:59:16 main:574] : INFO : Epoch 1605 | loss: 0.0311505 | val_loss: 0.0311549 | Time: 1955.1 ms [2022-04-01 06:59:18 main:574] : INFO : Epoch 1606 | loss: 0.0311495 | val_loss: 0.0311558 | Time: 1925.8 ms [2022-04-01 06:59:20 main:574] : INFO : Epoch 1607 | loss: 0.0311496 | val_loss: 0.0311582 | Time: 1886.45 ms [2022-04-01 06:59:22 main:574] : INFO : Epoch 1608 | loss: 0.0311487 | val_loss: 0.0311574 | Time: 1864.18 ms [2022-04-01 06:59:23 main:574] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.031157 | Time: 1920.99 ms [2022-04-01 06:59:25 main:574] : INFO : Epoch 1610 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1890.31 ms [2022-04-01 06:59:27 main:574] : INFO : Epoch 1611 | loss: 0.0311503 | val_loss: 0.0311619 | Time: 1873.63 ms [2022-04-01 06:59:29 main:574] : INFO : Epoch 1612 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 1923.12 ms [2022-04-01 06:59:31 main:574] : INFO : Epoch 1613 | loss: 0.0311471 | val_loss: 0.0311564 | Time: 1891.64 ms [2022-04-01 06:59:33 main:574] : INFO : Epoch 1614 | loss: 0.0311475 | val_loss: 0.0311568 | Time: 1892.71 ms [2022-04-01 06:59:35 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311562 | Time: 1860.63 ms [2022-04-01 06:59:37 main:574] : INFO : Epoch 1616 | loss: 0.0311486 | val_loss: 0.0311594 | Time: 1933.59 ms [2022-04-01 06:59:39 main:574] : INFO : Epoch 1617 | loss: 0.0311493 | val_loss: 0.0311558 | Time: 1889.11 ms [2022-04-01 06:59:41 main:574] : INFO : Epoch 1618 | loss: 0.0311474 | val_loss: 0.0311557 | Time: 1875.29 ms [2022-04-01 06:59:42 main:574] : INFO : Epoch 1619 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 1904.47 ms [2022-04-01 06:59:44 main:574] : INFO : Epoch 1620 | loss: 0.0311479 | val_loss: 0.0311599 | Time: 1912.99 ms [2022-04-01 06:59:46 main:574] : INFO : Epoch 1621 | loss: 0.0311454 | val_loss: 0.0311581 | Time: 1853.95 ms [2022-04-01 06:59:48 main:574] : INFO : Epoch 1622 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 1886.9 ms [2022-04-01 06:59:50 main:574] : INFO : Epoch 1623 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 1906.94 ms [2022-04-01 06:59:52 main:574] : INFO : Epoch 1624 | loss: 0.031153 | val_loss: 0.0311583 | Time: 1871.14 ms [2022-04-01 06:59:54 main:574] : INFO : Epoch 1625 | loss: 0.0311543 | val_loss: 0.0311591 | Time: 1930.75 ms [2022-04-01 06:59:56 main:574] : INFO : Epoch 1626 | loss: 0.0311535 | val_loss: 0.0311581 | Time: 1923 ms [2022-04-01 06:59:58 main:574] : INFO : Epoch 1627 | loss: 0.0311513 | val_loss: 0.0311557 | Time: 1949.9 ms [2022-04-01 07:00:00 main:574] : INFO : Epoch 1628 | loss: 0.03115 | val_loss: 0.0311572 | Time: 1871.52 ms [2022-04-01 07:00:01 main:574] : INFO : Epoch 1629 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 1931.23 ms [2022-04-01 07:00:03 main:574] : INFO : Epoch 1630 | loss: 0.031153 | val_loss: 0.0311614 | Time: 1966.71 ms [2022-04-01 07:00:05 main:574] : INFO : Epoch 1631 | loss: 0.0311557 | val_loss: 0.0311594 | Time: 1871.75 ms [2022-04-01 07:00:07 main:574] : INFO : Epoch 1632 | loss: 0.0311507 | val_loss: 0.0311568 | Time: 1936.4 ms [2022-04-01 07:00:09 main:574] : INFO : Epoch 1633 | loss: 0.0311503 | val_loss: 0.0311546 | Time: 1881.98 ms [2022-04-01 07:00:11 main:574] : INFO : Epoch 1634 | loss: 0.0311486 | val_loss: 0.0311559 | Time: 1961.87 ms [2022-04-01 07:00:13 main:574] : INFO : Epoch 1635 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 1879.8 ms [2022-04-01 07:00:15 main:574] : INFO : Epoch 1636 | loss: 0.0311526 | val_loss: 0.0311567 | Time: 1880.45 ms [2022-04-01 07:00:17 main:574] : INFO : Epoch 1637 | loss: 0.0311487 | val_loss: 0.0311581 | Time: 1896.41 ms [2022-04-01 07:00:19 main:574] : INFO : Epoch 1638 | loss: 0.0311477 | val_loss: 0.0311569 | Time: 1945.4 ms [2022-04-01 07:00:21 main:574] : INFO : Epoch 1639 | loss: 0.0311461 | val_loss: 0.031157 | Time: 1885.1 ms [2022-04-01 07:00:23 main:574] : INFO : Epoch 1640 | loss: 0.0311448 | val_loss: 0.0311555 | Time: 1894.76 ms [2022-04-01 07:00:24 main:574] : INFO : Epoch 1641 | loss: 0.0311463 | val_loss: 0.0311547 | Time: 1937.09 ms [2022-04-01 07:00:26 main:574] : INFO : Epoch 1642 | loss: 0.0311452 | val_loss: 0.0311568 | Time: 1889.8 ms [2022-04-01 07:00:28 main:574] : INFO : Epoch 1643 | loss: 0.0311443 | val_loss: 0.0311527 | Time: 1883.37 ms [2022-04-01 07:00:30 main:574] : INFO : Epoch 1644 | loss: 0.0311459 | val_loss: 0.0311563 | Time: 1902.8 ms [2022-04-01 07:00:32 main:574] : INFO : Epoch 1645 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 1942.09 ms [2022-04-01 07:00:34 main:574] : INFO : Epoch 1646 | loss: 0.0311428 | val_loss: 0.0311592 | Time: 1875.15 ms [2022-04-01 07:00:36 main:574] : INFO : Epoch 1647 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 1908.99 ms [2022-04-01 07:00:38 main:574] : INFO : Epoch 1648 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 1874.99 ms [2022-04-01 07:00:40 main:574] : INFO : Epoch 1649 | loss: 0.0311512 | val_loss: 0.0311547 | Time: 1919.29 ms [2022-04-01 07:00:42 main:574] : INFO : Epoch 1650 | loss: 0.0311485 | val_loss: 0.0311565 | Time: 1903.88 ms [2022-04-01 07:00:43 main:574] : INFO : Epoch 1651 | loss: 0.0311479 | val_loss: 0.0311572 | Time: 1879.72 ms [2022-04-01 07:00:45 main:574] : INFO : Epoch 1652 | loss: 0.0311481 | val_loss: 0.031159 | Time: 1921.14 ms [2022-04-01 07:00:47 main:574] : INFO : Epoch 1653 | loss: 0.0311508 | val_loss: 0.0311557 | Time: 1880.34 ms [2022-04-01 07:00:49 main:574] : INFO : Epoch 1654 | loss: 0.0311493 | val_loss: 0.031155 | Time: 1925.8 ms [2022-04-01 07:00:51 main:574] : INFO : Epoch 1655 | loss: 0.0311495 | val_loss: 0.0311573 | Time: 1884.71 ms [2022-04-01 07:00:53 main:574] : INFO : Epoch 1656 | loss: 0.0311479 | val_loss: 0.0311565 | Time: 1932.95 ms [2022-04-01 07:00:55 main:574] : INFO : Epoch 1657 | loss: 0.0311468 | val_loss: 0.0311564 | Time: 1861.02 ms [2022-04-01 07:00:57 main:574] : INFO : Epoch 1658 | loss: 0.0311469 | val_loss: 0.0311565 | Time: 1906.68 ms [2022-04-01 07:00:59 main:574] : INFO : Epoch 1659 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 1863.24 ms [2022-04-01 07:01:01 main:574] : INFO : Epoch 1660 | loss: 0.0311485 | val_loss: 0.031159 | Time: 1951.22 ms [2022-04-01 07:01:03 main:574] : INFO : Epoch 1661 | loss: 0.0311481 | val_loss: 0.0311582 | Time: 1876.06 ms [2022-04-01 07:01:05 main:574] : INFO : Epoch 1662 | loss: 0.0311481 | val_loss: 0.0311597 | Time: 2151.54 ms [2022-04-01 07:01:07 main:574] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311584 | Time: 2305.64 ms [2022-04-01 07:01:09 main:574] : INFO : Epoch 1664 | loss: 0.0311494 | val_loss: 0.0311585 | Time: 2093.33 ms [2022-04-01 07:01:11 main:574] : INFO : Epoch 1665 | loss: 0.0311525 | val_loss: 0.0311589 | Time: 2147.7 ms [2022-04-01 07:01:13 main:574] : INFO : Epoch 1666 | loss: 0.0311562 | val_loss: 0.0311565 | Time: 1862.37 ms [2022-04-01 07:01:15 main:574] : INFO : Epoch 1667 | loss: 0.0311534 | val_loss: 0.0311581 | Time: 1951.46 ms [2022-04-01 07:01:17 main:574] : INFO : Epoch 1668 | loss: 0.0311524 | val_loss: 0.0311572 | Time: 1861.68 ms [2022-04-01 07:01:19 main:574] : INFO : Epoch 1669 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 1871.55 ms [2022-04-01 07:01:21 main:574] : INFO : Epoch 1670 | loss: 0.0311457 | val_loss: 0.0311537 | Time: 2016.19 ms [2022-04-01 07:01:23 main:574] : INFO : Epoch 1671 | loss: 0.0311453 | val_loss: 0.0311565 | Time: 1890.6 ms [2022-04-01 07:01:25 main:574] : INFO : Epoch 1672 | loss: 0.0311459 | val_loss: 0.0311552 | Time: 1858.24 ms [2022-04-01 07:01:27 main:574] : INFO : Epoch 1673 | loss: 0.03115 | val_loss: 0.0311674 | Time: 1921.02 ms [2022-04-01 07:01:29 main:574] : INFO : Epoch 1674 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 1976.96 ms [2022-04-01 07:01:30 main:574] : INFO : Epoch 1675 | loss: 0.0311549 | val_loss: 0.0311592 | Time: 1886.41 ms [2022-04-01 07:01:32 main:574] : INFO : Epoch 1676 | loss: 0.0311533 | val_loss: 0.031157 | Time: 1883.42 ms [2022-04-01 07:01:34 main:574] : INFO : Epoch 1677 | loss: 0.0311532 | val_loss: 0.031156 | Time: 1890.4 ms [2022-04-01 07:01:36 main:574] : INFO : Epoch 1678 | loss: 0.0311536 | val_loss: 0.0311591 | Time: 1935.43 ms [2022-04-01 07:01:38 main:574] : INFO : Epoch 1679 | loss: 0.0311552 | val_loss: 0.0311598 | Time: 1888.79 ms [2022-04-01 07:01:40 main:574] : INFO : Epoch 1680 | loss: 0.0311527 | val_loss: 0.0311609 | Time: 1884.97 ms [2022-04-01 07:01:42 main:574] : INFO : Epoch 1681 | loss: 0.0311509 | val_loss: 0.0311568 | Time: 1946.05 ms [2022-04-01 07:01:44 main:574] : INFO : Epoch 1682 | loss: 0.0311492 | val_loss: 0.0311544 | Time: 1875.41 ms [2022-04-01 07:01:46 main:574] : INFO : Epoch 1683 | loss: 0.0311494 | val_loss: 0.0311538 | Time: 1908.65 ms [2022-04-01 07:01:48 main:574] : INFO : Epoch 1684 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 1878.17 ms [2022-04-01 07:01:49 main:574] : INFO : Epoch 1685 | loss: 0.0311484 | val_loss: 0.0311563 | Time: 1940.29 ms [2022-04-01 07:01:51 main:574] : INFO : Epoch 1686 | loss: 0.031147 | val_loss: 0.0311572 | Time: 1879.81 ms [2022-04-01 07:01:53 main:574] : INFO : Epoch 1687 | loss: 0.031147 | val_loss: 0.031154 | Time: 1916.36 ms [2022-04-01 07:01:55 main:574] : INFO : Epoch 1688 | loss: 0.0311459 | val_loss: 0.0311562 | Time: 1977.71 ms [2022-04-01 07:01:57 main:574] : INFO : Epoch 1689 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 1898.97 ms [2022-04-01 07:01:59 main:574] : INFO : Epoch 1690 | loss: 0.0311455 | val_loss: 0.0311573 | Time: 1869.16 ms [2022-04-01 07:02:01 main:574] : INFO : Epoch 1691 | loss: 0.031146 | val_loss: 0.0311565 | Time: 1903.42 ms [2022-04-01 07:02:03 main:574] : INFO : Epoch 1692 | loss: 0.0311468 | val_loss: 0.0311576 | Time: 1996.99 ms [2022-04-01 07:02:05 main:574] : INFO : Epoch 1693 | loss: 0.0311435 | val_loss: 0.0311558 | Time: 1859.17 ms [2022-04-01 07:02:07 main:574] : INFO : Epoch 1694 | loss: 0.0311446 | val_loss: 0.0311568 | Time: 1887.56 ms [2022-04-01 07:02:09 main:574] : INFO : Epoch 1695 | loss: 0.0311439 | val_loss: 0.0311597 | Time: 1860.83 ms [2022-04-01 07:02:11 main:574] : INFO : Epoch 1696 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 1975.63 ms [2022-04-01 07:02:12 main:574] : INFO : Epoch 1697 | loss: 0.0311446 | val_loss: 0.0311579 | Time: 1893.34 ms [2022-04-01 07:02:14 main:574] : INFO : Epoch 1698 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 1881.19 ms [2022-04-01 07:02:16 main:574] : INFO : Epoch 1699 | loss: 0.0311438 | val_loss: 0.0311558 | Time: 1933.37 ms [2022-04-01 07:02:18 main:574] : INFO : Epoch 1700 | loss: 0.0311434 | val_loss: 0.031154 | Time: 1885.59 ms [2022-04-01 07:02:20 main:574] : INFO : Epoch 1701 | loss: 0.0311424 | val_loss: 0.0311555 | Time: 1850.45 ms [2022-04-01 07:02:22 main:574] : INFO : Epoch 1702 | loss: 0.0311432 | val_loss: 0.0311541 | Time: 1897.14 ms [2022-04-01 07:02:24 main:574] : INFO : Epoch 1703 | loss: 0.0311439 | val_loss: 0.0311536 | Time: 1949.26 ms [2022-04-01 07:02:26 main:574] : INFO : Epoch 1704 | loss: 0.0311436 | val_loss: 0.0311553 | Time: 1906.22 ms [2022-04-01 07:02:28 main:574] : INFO : Epoch 1705 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 1862.61 ms [2022-04-01 07:02:30 main:574] : INFO : Epoch 1706 | loss: 0.0311411 | val_loss: 0.0311558 | Time: 1887.12 ms [2022-04-01 07:02:31 main:574] : INFO : Epoch 1707 | loss: 0.0311408 | val_loss: 0.0311588 | Time: 1961.06 ms [2022-04-01 07:02:33 main:574] : INFO : Epoch 1708 | loss: 0.0311418 | val_loss: 0.0311559 | Time: 1876.9 ms [2022-04-01 07:02:35 main:574] : INFO : Epoch 1709 | loss: 0.0311407 | val_loss: 0.031157 | Time: 1849.52 ms [2022-04-01 07:02:37 main:574] : INFO : Epoch 1710 | loss: 0.0311403 | val_loss: 0.031158 | Time: 1915.69 ms [2022-04-01 07:02:39 main:574] : INFO : Epoch 1711 | loss: 0.0311409 | val_loss: 0.0311598 | Time: 1879.61 ms [2022-04-01 07:02:41 main:574] : INFO : Epoch 1712 | loss: 0.0311414 | val_loss: 0.0311582 | Time: 1890.63 ms [2022-04-01 07:02:43 main:574] : INFO : Epoch 1713 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1884.36 ms [2022-04-01 07:02:45 main:574] : INFO : Epoch 1714 | loss: 0.0311397 | val_loss: 0.0311596 | Time: 1974.36 ms [2022-04-01 07:02:47 main:574] : INFO : Epoch 1715 | loss: 0.0311382 | val_loss: 0.0311585 | Time: 1872.98 ms [2022-04-01 07:02:49 main:574] : INFO : Epoch 1716 | loss: 0.0311406 | val_loss: 0.03116 | Time: 1891.04 ms [2022-04-01 07:02:50 main:574] : INFO : Epoch 1717 | loss: 0.03114 | val_loss: 0.0311568 | Time: 1867.35 ms [2022-04-01 07:02:52 main:574] : INFO : Epoch 1718 | loss: 0.03114 | val_loss: 0.0311589 | Time: 1972.32 ms [2022-04-01 07:02:54 main:574] : INFO : Epoch 1719 | loss: 0.0311407 | val_loss: 0.0311599 | Time: 1871.72 ms [2022-04-01 07:02:56 main:574] : INFO : Epoch 1720 | loss: 0.0311431 | val_loss: 0.0311586 | Time: 1923.68 ms [2022-04-01 07:02:58 main:574] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.031159 | Time: 1954.6 ms [2022-04-01 07:03:00 main:574] : INFO : Epoch 1722 | loss: 0.0311419 | val_loss: 0.0311578 | Time: 1886.16 ms [2022-04-01 07:03:02 main:574] : INFO : Epoch 1723 | loss: 0.031143 | val_loss: 0.0311559 | Time: 1852.1 ms [2022-04-01 07:03:04 main:574] : INFO : Epoch 1724 | loss: 0.0311415 | val_loss: 0.0311579 | Time: 1913.35 ms [2022-04-01 07:03:06 main:574] : INFO : Epoch 1725 | loss: 0.0311411 | val_loss: 0.0311595 | Time: 1935.43 ms [2022-04-01 07:03:08 main:574] : INFO : Epoch 1726 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 1888.21 ms [2022-04-01 07:03:10 main:574] : INFO : Epoch 1727 | loss: 0.0311438 | val_loss: 0.0311569 | Time: 1876.3 ms [2022-04-01 07:03:11 main:574] : INFO : Epoch 1728 | loss: 0.0311424 | val_loss: 0.0311574 | Time: 1885.52 ms [2022-04-01 07:03:13 main:574] : INFO : Epoch 1729 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 1942.51 ms [2022-04-01 07:03:15 main:574] : INFO : Epoch 1730 | loss: 0.0311398 | val_loss: 0.0311578 | Time: 1902.22 ms [2022-04-01 07:03:17 main:574] : INFO : Epoch 1731 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 1945.58 ms [2022-04-01 07:03:19 main:574] : INFO : Epoch 1732 | loss: 0.0311425 | val_loss: 0.0311568 | Time: 1936.85 ms [2022-04-01 07:03:21 main:574] : INFO : Epoch 1733 | loss: 0.0311428 | val_loss: 0.0311558 | Time: 1886.77 ms [2022-04-01 07:03:23 main:574] : INFO : Epoch 1734 | loss: 0.0311418 | val_loss: 0.0311565 | Time: 1922.76 ms [2022-04-01 07:03:25 main:574] : INFO : Epoch 1735 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 1875.39 ms [2022-04-01 07:03:27 main:574] : INFO : Epoch 1736 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 1948.96 ms [2022-04-01 07:03:29 main:574] : INFO : Epoch 1737 | loss: 0.0311405 | val_loss: 0.0311538 | Time: 1906.91 ms [2022-04-01 07:03:31 main:574] : INFO : Epoch 1738 | loss: 0.0311401 | val_loss: 0.031155 | Time: 1892.88 ms [2022-04-01 07:03:33 main:574] : INFO : Epoch 1739 | loss: 0.0311407 | val_loss: 0.03116 | Time: 1951.14 ms [2022-04-01 07:03:34 main:574] : INFO : Epoch 1740 | loss: 0.0311419 | val_loss: 0.0311577 | Time: 1862.75 ms [2022-04-01 07:03:36 main:574] : INFO : Epoch 1741 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1900.34 ms [2022-04-01 07:03:38 main:574] : INFO : Epoch 1742 | loss: 0.0311415 | val_loss: 0.0311547 | Time: 1866.47 ms [2022-04-01 07:03:40 main:574] : INFO : Epoch 1743 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 1934.93 ms [2022-04-01 07:03:42 main:574] : INFO : Epoch 1744 | loss: 0.0311421 | val_loss: 0.031159 | Time: 1894.61 ms [2022-04-01 07:03:44 main:574] : INFO : Epoch 1745 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 1876.12 ms [2022-04-01 07:03:46 main:574] : INFO : Epoch 1746 | loss: 0.0311411 | val_loss: 0.0311538 | Time: 1886.7 ms [2022-04-01 07:03:48 main:574] : INFO : Epoch 1747 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 1970.34 ms [2022-04-01 07:03:50 main:574] : INFO : Epoch 1748 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 1864.34 ms [2022-04-01 07:03:52 main:574] : INFO : Epoch 1749 | loss: 0.0311434 | val_loss: 0.0311547 | Time: 1914.47 ms [2022-04-01 07:03:54 main:574] : INFO : Epoch 1750 | loss: 0.0311398 | val_loss: 0.0311523 | Time: 1910.64 ms [2022-04-01 07:03:55 main:574] : INFO : Epoch 1751 | loss: 0.0311387 | val_loss: 0.0311553 | Time: 1906.93 ms [2022-04-01 07:03:57 main:574] : INFO : Epoch 1752 | loss: 0.0311411 | val_loss: 0.031154 | Time: 1881.57 ms [2022-04-01 07:03:59 main:574] : INFO : Epoch 1753 | loss: 0.0311395 | val_loss: 0.0311512 | Time: 1893.58 ms [2022-04-01 07:04:01 main:574] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.0311551 | Time: 1970.37 ms [2022-04-01 07:04:03 main:574] : INFO : Epoch 1755 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 1869.9 ms [2022-04-01 07:04:05 main:574] : INFO : Epoch 1756 | loss: 0.0311436 | val_loss: 0.0311547 | Time: 1896.97 ms [2022-04-01 07:04:07 main:574] : INFO : Epoch 1757 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 1860.7 ms [2022-04-01 07:04:09 main:574] : INFO : Epoch 1758 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 1933.75 ms [2022-04-01 07:04:11 main:574] : INFO : Epoch 1759 | loss: 0.0311437 | val_loss: 0.0311601 | Time: 1929.33 ms [2022-04-01 07:04:13 main:574] : INFO : Epoch 1760 | loss: 0.0311417 | val_loss: 0.0311573 | Time: 1933.13 ms [2022-04-01 07:04:15 main:574] : INFO : Epoch 1761 | loss: 0.0311396 | val_loss: 0.031156 | Time: 1942.02 ms [2022-04-01 07:04:17 main:574] : INFO : Epoch 1762 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1931.64 ms [2022-04-01 07:04:18 main:574] : INFO : Epoch 1763 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 1872.67 ms [2022-04-01 07:04:20 main:574] : INFO : Epoch 1764 | loss: 0.0311397 | val_loss: 0.0311551 | Time: 1872.03 ms [2022-04-01 07:04:22 main:574] : INFO : Epoch 1765 | loss: 0.0311369 | val_loss: 0.0311585 | Time: 1948.29 ms [2022-04-01 07:04:24 main:574] : INFO : Epoch 1766 | loss: 0.0311401 | val_loss: 0.0311536 | Time: 1884.9 ms [2022-04-01 07:04:26 main:574] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311589 | Time: 1871.93 ms [2022-04-01 07:04:28 main:574] : INFO : Epoch 1768 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 1886.27 ms [2022-04-01 07:04:30 main:574] : INFO : Epoch 1769 | loss: 0.0311434 | val_loss: 0.0311549 | Time: 1960.81 ms [2022-04-01 07:04:32 main:574] : INFO : Epoch 1770 | loss: 0.0311423 | val_loss: 0.031162 | Time: 1903.89 ms [2022-04-01 07:04:34 main:574] : INFO : Epoch 1771 | loss: 0.0311426 | val_loss: 0.0311567 | Time: 1858.53 ms [2022-04-01 07:04:36 main:574] : INFO : Epoch 1772 | loss: 0.0311415 | val_loss: 0.0311559 | Time: 1974.79 ms [2022-04-01 07:04:38 main:574] : INFO : Epoch 1773 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 1914.17 ms [2022-04-01 07:04:39 main:574] : INFO : Epoch 1774 | loss: 0.0311397 | val_loss: 0.0311558 | Time: 1901.17 ms [2022-04-01 07:04:41 main:574] : INFO : Epoch 1775 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1880.66 ms [2022-04-01 07:04:43 main:574] : INFO : Epoch 1776 | loss: 0.031142 | val_loss: 0.0311572 | Time: 1955.54 ms [2022-04-01 07:04:45 main:574] : INFO : Epoch 1777 | loss: 0.0311384 | val_loss: 0.0311593 | Time: 1950.62 ms [2022-04-01 07:04:47 main:574] : INFO : Epoch 1778 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 1873.24 ms [2022-04-01 07:04:49 main:574] : INFO : Epoch 1779 | loss: 0.0311427 | val_loss: 0.0311641 | Time: 1933.37 ms [2022-04-01 07:04:51 main:574] : INFO : Epoch 1780 | loss: 0.0311442 | val_loss: 0.0311568 | Time: 1877.91 ms [2022-04-01 07:04:53 main:574] : INFO : Epoch 1781 | loss: 0.031141 | val_loss: 0.0311521 | Time: 1891.03 ms [2022-04-01 07:04:55 main:574] : INFO : Epoch 1782 | loss: 0.0311389 | val_loss: 0.0311554 | Time: 1895.13 ms [2022-04-01 07:04:57 main:574] : INFO : Epoch 1783 | loss: 0.031138 | val_loss: 0.0311552 | Time: 1944.85 ms [2022-04-01 07:04:59 main:574] : INFO : Epoch 1784 | loss: 0.0311388 | val_loss: 0.031151 | Time: 1866.71 ms [2022-04-01 07:05:00 main:574] : INFO : Epoch 1785 | loss: 0.0311384 | val_loss: 0.0311511 | Time: 1905.38 ms [2022-04-01 07:05:02 main:574] : INFO : Epoch 1786 | loss: 0.0311371 | val_loss: 0.031157 | Time: 1865.34 ms [2022-04-01 07:05:04 main:574] : INFO : Epoch 1787 | loss: 0.0311399 | val_loss: 0.0311548 | Time: 1951.73 ms [2022-04-01 07:05:06 main:574] : INFO : Epoch 1788 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1874.39 ms [2022-04-01 07:05:08 main:574] : INFO : Epoch 1789 | loss: 0.031138 | val_loss: 0.0311588 | Time: 1915.8 ms [2022-04-01 07:05:10 main:574] : INFO : Epoch 1790 | loss: 0.0311403 | val_loss: 0.031156 | Time: 1922.03 ms [2022-04-01 07:05:12 main:574] : INFO : Epoch 1791 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 1926.35 ms [2022-04-01 07:05:14 main:574] : INFO : Epoch 1792 | loss: 0.0311403 | val_loss: 0.0311534 | Time: 1868.74 ms [2022-04-01 07:05:16 main:574] : INFO : Epoch 1793 | loss: 0.0311393 | val_loss: 0.0311594 | Time: 1887.47 ms [2022-04-01 07:05:18 main:574] : INFO : Epoch 1794 | loss: 0.0311409 | val_loss: 0.0311534 | Time: 1929.87 ms [2022-04-01 07:05:20 main:574] : INFO : Epoch 1795 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 1877.34 ms [2022-04-01 07:05:21 main:574] : INFO : Epoch 1796 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 1859.85 ms [2022-04-01 07:05:23 main:574] : INFO : Epoch 1797 | loss: 0.0311416 | val_loss: 0.0311653 | Time: 1913.98 ms [2022-04-01 07:05:25 main:574] : INFO : Epoch 1798 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 1910.62 ms [2022-04-01 07:05:27 main:574] : INFO : Epoch 1799 | loss: 0.0311449 | val_loss: 0.0311647 | Time: 1884.31 ms [2022-04-01 07:05:29 main:574] : INFO : Epoch 1800 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 1874.02 ms [2022-04-01 07:05:31 main:574] : INFO : Epoch 1801 | loss: 0.0311446 | val_loss: 0.0311587 | Time: 1989.44 ms [2022-04-01 07:05:33 main:574] : INFO : Epoch 1802 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 1868.06 ms [2022-04-01 07:05:35 main:574] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 1888.05 ms [2022-04-01 07:05:37 main:574] : INFO : Epoch 1804 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 1897.13 ms [2022-04-01 07:05:39 main:574] : INFO : Epoch 1805 | loss: 0.0311409 | val_loss: 0.0311609 | Time: 1944.31 ms [2022-04-01 07:05:40 main:574] : INFO : Epoch 1806 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 1868.75 ms [2022-04-01 07:05:42 main:574] : INFO : Epoch 1807 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 1912.89 ms [2022-04-01 07:05:44 main:574] : INFO : Epoch 1808 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 1881.05 ms [2022-04-01 07:05:46 main:574] : INFO : Epoch 1809 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 1974.74 ms [2022-04-01 07:05:48 main:574] : INFO : Epoch 1810 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1878.79 ms [2022-04-01 07:05:50 main:574] : INFO : Epoch 1811 | loss: 0.0311392 | val_loss: 0.0311594 | Time: 1890.34 ms [2022-04-01 07:05:52 main:574] : INFO : Epoch 1812 | loss: 0.031138 | val_loss: 0.031158 | Time: 2034.28 ms [2022-04-01 07:05:54 main:574] : INFO : Epoch 1813 | loss: 0.0311374 | val_loss: 0.0311575 | Time: 1892.03 ms [2022-04-01 07:05:56 main:574] : INFO : Epoch 1814 | loss: 0.0311366 | val_loss: 0.0311568 | Time: 1891.22 ms [2022-04-01 07:05:58 main:574] : INFO : Epoch 1815 | loss: 0.0311355 | val_loss: 0.0311588 | Time: 1899.08 ms [2022-04-01 07:06:00 main:574] : INFO : Epoch 1816 | loss: 0.031138 | val_loss: 0.0311563 | Time: 1992.2 ms [2022-04-01 07:06:02 main:574] : INFO : Epoch 1817 | loss: 0.0311423 | val_loss: 0.0311567 | Time: 1863.52 ms [2022-04-01 07:06:04 main:574] : INFO : Epoch 1818 | loss: 0.0311396 | val_loss: 0.0311586 | Time: 1890.52 ms [2022-04-01 07:06:05 main:574] : INFO : Epoch 1819 | loss: 0.0311401 | val_loss: 0.0311531 | Time: 1930.21 ms [2022-04-01 07:06:07 main:574] : INFO : Epoch 1820 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 1920.37 ms [2022-04-01 07:06:09 main:574] : INFO : Epoch 1821 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 1878.64 ms [2022-04-01 07:06:11 main:574] : INFO : Epoch 1822 | loss: 0.031136 | val_loss: 0.0311568 | Time: 1874.52 ms [2022-04-01 07:06:13 main:574] : INFO : Epoch 1823 | loss: 0.0311362 | val_loss: 0.0311526 | Time: 1958.1 ms [2022-04-01 07:06:15 main:574] : INFO : Epoch 1824 | loss: 0.031135 | val_loss: 0.0311556 | Time: 1905.84 ms [2022-04-01 07:06:17 main:574] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311577 | Time: 1864.93 ms [2022-04-01 07:06:19 main:574] : INFO : Epoch 1826 | loss: 0.0311352 | val_loss: 0.0311548 | Time: 1878.05 ms [2022-04-01 07:06:21 main:574] : INFO : Epoch 1827 | loss: 0.0311352 | val_loss: 0.0311541 | Time: 1948.05 ms [2022-04-01 07:06:23 main:574] : INFO : Epoch 1828 | loss: 0.0311374 | val_loss: 0.0311545 | Time: 1882.38 ms [2022-04-01 07:06:24 main:574] : INFO : Epoch 1829 | loss: 0.0311342 | val_loss: 0.0311516 | Time: 1864.78 ms [2022-04-01 07:06:26 main:574] : INFO : Epoch 1830 | loss: 0.031134 | val_loss: 0.0311563 | Time: 1957.91 ms [2022-04-01 07:06:28 main:574] : INFO : Epoch 1831 | loss: 0.031134 | val_loss: 0.0311557 | Time: 1879.63 ms [2022-04-01 07:06:30 main:574] : INFO : Epoch 1832 | loss: 0.0311336 | val_loss: 0.0311548 | Time: 1923.56 ms [2022-04-01 07:06:32 main:574] : INFO : Epoch 1833 | loss: 0.0311354 | val_loss: 0.031158 | Time: 1887.42 ms [2022-04-01 07:06:34 main:574] : INFO : Epoch 1834 | loss: 0.0311339 | val_loss: 0.0311572 | Time: 1939.54 ms [2022-04-01 07:06:36 main:574] : INFO : Epoch 1835 | loss: 0.0311359 | val_loss: 0.031156 | Time: 1885.06 ms [2022-04-01 07:06:38 main:574] : INFO : Epoch 1836 | loss: 0.0311356 | val_loss: 0.0311552 | Time: 1911.16 ms [2022-04-01 07:06:40 main:574] : INFO : Epoch 1837 | loss: 0.0311351 | val_loss: 0.0311561 | Time: 1918.49 ms [2022-04-01 07:06:42 main:574] : INFO : Epoch 1838 | loss: 0.0311341 | val_loss: 0.0311552 | Time: 1926.99 ms [2022-04-01 07:06:44 main:574] : INFO : Epoch 1839 | loss: 0.0311329 | val_loss: 0.0311601 | Time: 1908.81 ms [2022-04-01 07:06:46 main:574] : INFO : Epoch 1840 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 1915.21 ms [2022-04-01 07:06:48 main:574] : INFO : Epoch 1841 | loss: 0.0311348 | val_loss: 0.0311552 | Time: 1957.81 ms [2022-04-01 07:06:49 main:574] : INFO : Epoch 1842 | loss: 0.0311351 | val_loss: 0.0311553 | Time: 1869.75 ms [2022-04-01 07:06:51 main:574] : INFO : Epoch 1843 | loss: 0.0311354 | val_loss: 0.0311565 | Time: 1909.45 ms [2022-04-01 07:06:53 main:574] : INFO : Epoch 1844 | loss: 0.0311345 | val_loss: 0.0311563 | Time: 1907.99 ms [2022-04-01 07:06:55 main:574] : INFO : Epoch 1845 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1969.28 ms [2022-04-01 07:06:57 main:574] : INFO : Epoch 1846 | loss: 0.0311377 | val_loss: 0.0311569 | Time: 1916.4 ms [2022-04-01 07:06:59 main:574] : INFO : Epoch 1847 | loss: 0.031141 | val_loss: 0.0311749 | Time: 1898.29 ms [2022-04-01 07:07:01 main:574] : INFO : Epoch 1848 | loss: 0.0311482 | val_loss: 0.0312023 | Time: 1879.41 ms [2022-04-01 07:07:03 main:574] : INFO : Epoch 1849 | loss: 0.0328458 | val_loss: 0.034126 | Time: 1942.43 ms [2022-04-01 07:07:05 main:574] : INFO : Epoch 1850 | loss: 0.0376756 | val_loss: 0.0421484 | Time: 1885.77 ms [2022-04-01 07:07:07 main:574] : INFO : Epoch 1851 | loss: 0.0337942 | val_loss: 0.0314208 | Time: 1886.05 ms [2022-04-01 07:07:09 main:574] : INFO : Epoch 1852 | loss: 0.0315258 | val_loss: 0.0313571 | Time: 1942.87 ms [2022-04-01 07:07:10 main:574] : INFO : Epoch 1853 | loss: 0.0312736 | val_loss: 0.0312486 | Time: 1876.13 ms [2022-04-01 07:07:12 main:574] : INFO : Epoch 1854 | loss: 0.0312268 | val_loss: 0.0312126 | Time: 1928.44 ms [2022-04-01 07:07:14 main:574] : INFO : Epoch 1855 | loss: 0.0312003 | val_loss: 0.0311902 | Time: 1868.89 ms [2022-04-01 07:07:16 main:574] : INFO : Epoch 1856 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 1950.1 ms [2022-04-01 07:07:18 main:574] : INFO : Epoch 1857 | loss: 0.031163 | val_loss: 0.0311682 | Time: 1885.23 ms [2022-04-01 07:07:20 main:574] : INFO : Epoch 1858 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 1894.8 ms [2022-04-01 07:07:22 main:574] : INFO : Epoch 1859 | loss: 0.0311511 | val_loss: 0.0311658 | Time: 1956.72 ms [2022-04-01 07:07:24 main:574] : INFO : Epoch 1860 | loss: 0.0311482 | val_loss: 0.0311594 | Time: 1875.75 ms [2022-04-01 07:07:26 main:574] : INFO : Epoch 1861 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 1909.96 ms [2022-04-01 07:07:28 main:574] : INFO : Epoch 1862 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 1938.38 ms [2022-04-01 07:07:30 main:574] : INFO : Epoch 1863 | loss: 0.0311401 | val_loss: 0.0311573 | Time: 1997.4 ms [2022-04-01 07:07:32 main:574] : INFO : Epoch 1864 | loss: 0.0311402 | val_loss: 0.0311536 | Time: 1904.54 ms [2022-04-01 07:07:33 main:574] : INFO : Epoch 1865 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 1882.53 ms [2022-04-01 07:07:35 main:574] : INFO : Epoch 1866 | loss: 0.0311349 | val_loss: 0.0311565 | Time: 1869.66 ms [2022-04-01 07:07:37 main:574] : INFO : Epoch 1867 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 1971.46 ms [2022-04-01 07:07:39 main:574] : INFO : Epoch 1868 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 1906.37 ms [2022-04-01 07:07:41 main:574] : INFO : Epoch 1869 | loss: 0.0311345 | val_loss: 0.031154 | Time: 1886.97 ms [2022-04-01 07:07:43 main:574] : INFO : Epoch 1870 | loss: 0.0311333 | val_loss: 0.0311571 | Time: 1968.62 ms [2022-04-01 07:07:45 main:574] : INFO : Epoch 1871 | loss: 0.0311338 | val_loss: 0.0311601 | Time: 1900.63 ms [2022-04-01 07:07:47 main:574] : INFO : Epoch 1872 | loss: 0.0311353 | val_loss: 0.0311573 | Time: 1888.77 ms [2022-04-01 07:07:49 main:574] : INFO : Epoch 1873 | loss: 0.031135 | val_loss: 0.0311573 | Time: 1932.37 ms [2022-04-01 07:07:51 main:574] : INFO : Epoch 1874 | loss: 0.0311349 | val_loss: 0.031158 | Time: 1925.92 ms [2022-04-01 07:07:53 main:574] : INFO : Epoch 1875 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 1979.02 ms [2022-04-01 07:07:55 main:574] : INFO : Epoch 1876 | loss: 0.0311338 | val_loss: 0.0311565 | Time: 1885.34 ms [2022-04-01 07:07:57 main:574] : INFO : Epoch 1877 | loss: 0.0311332 | val_loss: 0.031157 | Time: 1867.32 ms [2022-04-01 07:07:58 main:574] : INFO : Epoch 1878 | loss: 0.0311332 | val_loss: 0.0311569 | Time: 1966.1 ms [2022-04-01 07:08:00 main:574] : INFO : Epoch 1879 | loss: 0.0311339 | val_loss: 0.03116 | Time: 1893.07 ms [2022-04-01 07:08:02 main:574] : INFO : Epoch 1880 | loss: 0.0311343 | val_loss: 0.0311567 | Time: 1897.3 ms [2022-04-01 07:08:04 main:574] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.0311545 | Time: 1925.14 ms [2022-04-01 07:08:06 main:574] : INFO : Epoch 1882 | loss: 0.031133 | val_loss: 0.0311569 | Time: 1903.25 ms [2022-04-01 07:08:08 main:574] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311572 | Time: 1887.28 ms [2022-04-01 07:08:10 main:574] : INFO : Epoch 1884 | loss: 0.0311346 | val_loss: 0.031159 | Time: 1891.68 ms [2022-04-01 07:08:12 main:574] : INFO : Epoch 1885 | loss: 0.0311364 | val_loss: 0.0311554 | Time: 1957.68 ms [2022-04-01 07:08:14 main:574] : INFO : Epoch 1886 | loss: 0.0311348 | val_loss: 0.0311589 | Time: 1889.9 ms [2022-04-01 07:08:16 main:574] : INFO : Epoch 1887 | loss: 0.031133 | val_loss: 0.0311563 | Time: 1881.13 ms [2022-04-01 07:08:18 main:574] : INFO : Epoch 1888 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 1927.53 ms [2022-04-01 07:08:20 main:574] : INFO : Epoch 1889 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 1933.11 ms [2022-04-01 07:08:21 main:574] : INFO : Epoch 1890 | loss: 0.0311308 | val_loss: 0.031156 | Time: 1877.38 ms [2022-04-01 07:08:23 main:574] : INFO : Epoch 1891 | loss: 0.0311302 | val_loss: 0.0311571 | Time: 1866.56 ms [2022-04-01 07:08:25 main:574] : INFO : Epoch 1892 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 1975.16 ms [2022-04-01 07:08:27 main:574] : INFO : Epoch 1893 | loss: 0.0311293 | val_loss: 0.0311569 | Time: 1876.17 ms [2022-04-01 07:08:29 main:574] : INFO : Epoch 1894 | loss: 0.0311307 | val_loss: 0.0311611 | Time: 1918.7 ms [2022-04-01 07:08:31 main:574] : INFO : Epoch 1895 | loss: 0.0311301 | val_loss: 0.0311551 | Time: 1931.81 ms [2022-04-01 07:08:33 main:574] : INFO : Epoch 1896 | loss: 0.0311303 | val_loss: 0.031156 | Time: 1956.91 ms [2022-04-01 07:08:35 main:574] : INFO : Epoch 1897 | loss: 0.0311294 | val_loss: 0.0311576 | Time: 1895.99 ms [2022-04-01 07:08:37 main:574] : INFO : Epoch 1898 | loss: 0.031131 | val_loss: 0.0311587 | Time: 1896.2 ms [2022-04-01 07:08:39 main:574] : INFO : Epoch 1899 | loss: 0.0311305 | val_loss: 0.031157 | Time: 1977.68 ms [2022-04-01 07:08:41 main:574] : INFO : Epoch 1900 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 1862.42 ms [2022-04-01 07:08:42 main:574] : INFO : Epoch 1901 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 1890.07 ms [2022-04-01 07:08:44 main:574] : INFO : Epoch 1902 | loss: 0.031131 | val_loss: 0.0311564 | Time: 1910.3 ms [2022-04-01 07:08:46 main:574] : INFO : Epoch 1903 | loss: 0.0311309 | val_loss: 0.0311551 | Time: 1950.89 ms [2022-04-01 07:08:48 main:574] : INFO : Epoch 1904 | loss: 0.0311308 | val_loss: 0.0311551 | Time: 1896.29 ms [2022-04-01 07:08:50 main:574] : INFO : Epoch 1905 | loss: 0.0311362 | val_loss: 0.0311551 | Time: 1892.42 ms [2022-04-01 07:08:52 main:574] : INFO : Epoch 1906 | loss: 0.0311337 | val_loss: 0.0311559 | Time: 1895.2 ms [2022-04-01 07:08:54 main:574] : INFO : Epoch 1907 | loss: 0.031134 | val_loss: 0.0311582 | Time: 1970 ms [2022-04-01 07:08:56 main:574] : INFO : Epoch 1908 | loss: 0.0311336 | val_loss: 0.0311569 | Time: 1874.2 ms [2022-04-01 07:08:58 main:574] : INFO : Epoch 1909 | loss: 0.0311324 | val_loss: 0.0311576 | Time: 1872.23 ms [2022-04-01 07:09:00 main:574] : INFO : Epoch 1910 | loss: 0.0311319 | val_loss: 0.0311573 | Time: 1965.71 ms [2022-04-01 07:09:02 main:574] : INFO : Epoch 1911 | loss: 0.0311329 | val_loss: 0.031156 | Time: 1882.19 ms [2022-04-01 07:09:04 main:574] : INFO : Epoch 1912 | loss: 0.0311362 | val_loss: 0.0311588 | Time: 1879.19 ms [2022-04-01 07:09:05 main:574] : INFO : Epoch 1913 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 1869.98 ms [2022-04-01 07:09:07 main:574] : INFO : Epoch 1914 | loss: 0.0311342 | val_loss: 0.031158 | Time: 1994.6 ms [2022-04-01 07:09:09 main:574] : INFO : Epoch 1915 | loss: 0.031135 | val_loss: 0.0311583 | Time: 1946.76 ms [2022-04-01 07:09:11 main:574] : INFO : Epoch 1916 | loss: 0.0311351 | val_loss: 0.0311629 | Time: 1876.58 ms [2022-04-01 07:09:13 main:574] : INFO : Epoch 1917 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 1903.24 ms [2022-04-01 07:09:15 main:574] : INFO : Epoch 1918 | loss: 0.0311343 | val_loss: 0.0311558 | Time: 1948.8 ms [2022-04-01 07:09:17 main:574] : INFO : Epoch 1919 | loss: 0.0311322 | val_loss: 0.0311584 | Time: 1886.95 ms [2022-04-01 07:09:19 main:574] : INFO : Epoch 1920 | loss: 0.0311325 | val_loss: 0.0311602 | Time: 1859.36 ms [2022-04-01 07:09:21 main:574] : INFO : Epoch 1921 | loss: 0.0311312 | val_loss: 0.031157 | Time: 1962.47 ms [2022-04-01 07:09:23 main:574] : INFO : Epoch 1922 | loss: 0.0311301 | val_loss: 0.0311555 | Time: 1881.2 ms [2022-04-01 07:09:25 main:574] : INFO : Epoch 1923 | loss: 0.0311326 | val_loss: 0.0311579 | Time: 1888.76 ms [2022-04-01 07:09:26 main:574] : INFO : Epoch 1924 | loss: 0.0311335 | val_loss: 0.0311568 | Time: 1872.91 ms [2022-04-01 07:09:28 main:574] : INFO : Epoch 1925 | loss: 0.0311319 | val_loss: 0.0311561 | Time: 1957.14 ms [2022-04-01 07:09:30 main:574] : INFO : Epoch 1926 | loss: 0.0311324 | val_loss: 0.031155 | Time: 1875.37 ms [2022-04-01 07:09:32 main:574] : INFO : Epoch 1927 | loss: 0.0311337 | val_loss: 0.0311555 | Time: 1971.37 ms [2022-04-01 07:09:34 main:574] : INFO : Epoch 1928 | loss: 0.031132 | val_loss: 0.0311576 | Time: 1971.56 ms [2022-04-01 07:09:36 main:574] : INFO : Epoch 1929 | loss: 0.0311326 | val_loss: 0.0311563 | Time: 1870.2 ms [2022-04-01 07:09:38 main:574] : INFO : Epoch 1930 | loss: 0.0311314 | val_loss: 0.0311538 | Time: 1902.2 ms [2022-04-01 07:09:40 main:574] : INFO : Epoch 1931 | loss: 0.0311302 | val_loss: 0.031155 | Time: 1894.1 ms [2022-04-01 07:09:42 main:574] : INFO : Epoch 1932 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 1952.45 ms [2022-04-01 07:09:44 main:574] : INFO : Epoch 1933 | loss: 0.031131 | val_loss: 0.0311576 | Time: 1885.57 ms [2022-04-01 07:09:46 main:574] : INFO : Epoch 1934 | loss: 0.0311331 | val_loss: 0.0311573 | Time: 1892.1 ms [2022-04-01 07:09:48 main:574] : INFO : Epoch 1935 | loss: 0.0311315 | val_loss: 0.0311555 | Time: 1867.23 ms [2022-04-01 07:09:49 main:574] : INFO : Epoch 1936 | loss: 0.0311292 | val_loss: 0.0311575 | Time: 1944.48 ms [2022-04-01 07:09:51 main:574] : INFO : Epoch 1937 | loss: 0.0311281 | val_loss: 0.0311563 | Time: 1877.19 ms [2022-04-01 07:09:53 main:574] : INFO : Epoch 1938 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 1914.82 ms [2022-04-01 07:09:55 main:574] : INFO : Epoch 1939 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1932.46 ms [2022-04-01 07:09:57 main:574] : INFO : Epoch 1940 | loss: 0.0311408 | val_loss: 0.0311552 | Time: 1936.93 ms [2022-04-01 07:09:59 main:574] : INFO : Epoch 1941 | loss: 0.0311398 | val_loss: 0.031158 | Time: 1918.42 ms [2022-04-01 07:10:01 main:574] : INFO : Epoch 1942 | loss: 0.0311389 | val_loss: 0.0311589 | Time: 1900.25 ms [2022-04-01 07:10:03 main:574] : INFO : Epoch 1943 | loss: 0.0311388 | val_loss: 0.031159 | Time: 1968.41 ms [2022-04-01 07:10:05 main:574] : INFO : Epoch 1944 | loss: 0.0311372 | val_loss: 0.0311563 | Time: 1858.75 ms [2022-04-01 07:10:07 main:574] : INFO : Epoch 1945 | loss: 0.0311341 | val_loss: 0.0311542 | Time: 1893.87 ms [2022-04-01 07:10:09 main:574] : INFO : Epoch 1946 | loss: 0.0311392 | val_loss: 0.0311615 | Time: 1943.58 ms [2022-04-01 07:10:11 main:574] : INFO : Epoch 1947 | loss: 0.0311456 | val_loss: 0.0311589 | Time: 2018.08 ms [2022-04-01 07:10:13 main:574] : INFO : Epoch 1948 | loss: 0.0311439 | val_loss: 0.031159 | Time: 1935.64 ms [2022-04-01 07:10:15 main:574] : INFO : Epoch 1949 | loss: 0.0311584 | val_loss: 0.031161 | Time: 1871.58 ms [2022-04-01 07:10:16 main:574] : INFO : Epoch 1950 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 1975.11 ms [2022-04-01 07:10:18 main:574] : INFO : Epoch 1951 | loss: 0.0311593 | val_loss: 0.0311642 | Time: 1885.4 ms [2022-04-01 07:10:20 main:574] : INFO : Epoch 1952 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 1902.86 ms [2022-04-01 07:10:22 main:574] : INFO : Epoch 1953 | loss: 0.0311538 | val_loss: 0.03116 | Time: 1900.71 ms [2022-04-01 07:10:24 main:574] : INFO : Epoch 1954 | loss: 0.0311519 | val_loss: 0.0311611 | Time: 1943.22 ms [2022-04-01 07:10:26 main:574] : INFO : Epoch 1955 | loss: 0.0311513 | val_loss: 0.0311583 | Time: 1904.07 ms [2022-04-01 07:10:28 main:574] : INFO : Epoch 1956 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 1869.11 ms [2022-04-01 07:10:30 main:574] : INFO : Epoch 1957 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 1950.62 ms [2022-04-01 07:10:32 main:574] : INFO : Epoch 1958 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 1887.26 ms [2022-04-01 07:10:34 main:574] : INFO : Epoch 1959 | loss: 0.0311456 | val_loss: 0.0311597 | Time: 1909.3 ms [2022-04-01 07:10:36 main:574] : INFO : Epoch 1960 | loss: 0.0311444 | val_loss: 0.0311563 | Time: 1861.72 ms [2022-04-01 07:10:38 main:574] : INFO : Epoch 1961 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 1947.41 ms [2022-04-01 07:10:39 main:574] : INFO : Epoch 1962 | loss: 0.031142 | val_loss: 0.0311595 | Time: 1896.65 ms [2022-04-01 07:10:41 main:574] : INFO : Epoch 1963 | loss: 0.0311401 | val_loss: 0.0311553 | Time: 1896.42 ms [2022-04-01 07:10:43 main:574] : INFO : Epoch 1964 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 1871.77 ms [2022-04-01 07:10:45 main:574] : INFO : Epoch 1965 | loss: 0.0311401 | val_loss: 0.0311619 | Time: 1971.67 ms [2022-04-01 07:10:47 main:574] : INFO : Epoch 1966 | loss: 0.0311399 | val_loss: 0.0311594 | Time: 1882.8 ms [2022-04-01 07:10:49 main:574] : INFO : Epoch 1967 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 1885.35 ms [2022-04-01 07:10:51 main:574] : INFO : Epoch 1968 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 1935.26 ms [2022-04-01 07:10:53 main:574] : INFO : Epoch 1969 | loss: 0.0311424 | val_loss: 0.0311581 | Time: 1919.93 ms [2022-04-01 07:10:55 main:574] : INFO : Epoch 1970 | loss: 0.0311411 | val_loss: 0.0311607 | Time: 1910.94 ms [2022-04-01 07:10:57 main:574] : INFO : Epoch 1971 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 1892.03 ms [2022-04-01 07:10:59 main:574] : INFO : Epoch 1972 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 1966.85 ms [2022-04-01 07:11:00 main:574] : INFO : Epoch 1973 | loss: 0.0311394 | val_loss: 0.0311574 | Time: 1906.69 ms [2022-04-01 07:11:02 main:574] : INFO : Epoch 1974 | loss: 0.0311397 | val_loss: 0.0311619 | Time: 1878.65 ms [2022-04-01 07:11:04 main:574] : INFO : Epoch 1975 | loss: 0.031139 | val_loss: 0.0311579 | Time: 1863.99 ms [2022-04-01 07:11:06 main:574] : INFO : Epoch 1976 | loss: 0.0311375 | val_loss: 0.0311612 | Time: 1939.1 ms [2022-04-01 07:11:08 main:574] : INFO : Epoch 1977 | loss: 0.0311377 | val_loss: 0.031158 | Time: 1889.97 ms [2022-04-01 07:11:10 main:574] : INFO : Epoch 1978 | loss: 0.031139 | val_loss: 0.0311601 | Time: 1927.45 ms [2022-04-01 07:11:12 main:574] : INFO : Epoch 1979 | loss: 0.0311376 | val_loss: 0.0311576 | Time: 1972.37 ms [2022-04-01 07:11:14 main:574] : INFO : Epoch 1980 | loss: 0.0311369 | val_loss: 0.0311567 | Time: 1913.77 ms [2022-04-01 07:11:16 main:574] : INFO : Epoch 1981 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 1918.03 ms [2022-04-01 07:11:18 main:574] : INFO : Epoch 1982 | loss: 0.0311383 | val_loss: 0.0311583 | Time: 1872.05 ms [2022-04-01 07:11:20 main:574] : INFO : Epoch 1983 | loss: 0.0311375 | val_loss: 0.0311595 | Time: 1945.69 ms [2022-04-01 07:11:22 main:574] : INFO : Epoch 1984 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1893.35 ms [2022-04-01 07:11:23 main:574] : INFO : Epoch 1985 | loss: 0.0311387 | val_loss: 0.03116 | Time: 1906.61 ms [2022-04-01 07:11:25 main:574] : INFO : Epoch 1986 | loss: 0.0311377 | val_loss: 0.0311596 | Time: 1975.96 ms [2022-04-01 07:11:27 main:574] : INFO : Epoch 1987 | loss: 0.0311368 | val_loss: 0.0311572 | Time: 1883.92 ms [2022-04-01 07:11:29 main:574] : INFO : Epoch 1988 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 1891.89 ms [2022-04-01 07:11:31 main:574] : INFO : Epoch 1989 | loss: 0.0311345 | val_loss: 0.0311579 | Time: 1891.77 ms [2022-04-01 07:11:33 main:574] : INFO : Epoch 1990 | loss: 0.0311334 | val_loss: 0.0311611 | Time: 1915.34 ms [2022-04-01 07:11:35 main:574] : INFO : Epoch 1991 | loss: 0.0311332 | val_loss: 0.031164 | Time: 1910.49 ms [2022-04-01 07:11:37 main:574] : INFO : Epoch 1992 | loss: 0.0311339 | val_loss: 0.0311604 | Time: 1911.8 ms [2022-04-01 07:11:39 main:574] : INFO : Epoch 1993 | loss: 0.0311363 | val_loss: 0.0311637 | Time: 1865.12 ms [2022-04-01 07:11:41 main:574] : INFO : Epoch 1994 | loss: 0.0311358 | val_loss: 0.0311619 | Time: 1975.65 ms [2022-04-01 07:11:43 main:574] : INFO : Epoch 1995 | loss: 0.0311324 | val_loss: 0.0311624 | Time: 1903.72 ms [2022-04-01 07:11:44 main:574] : INFO : Epoch 1996 | loss: 0.031134 | val_loss: 0.0311581 | Time: 1875.22 ms [2022-04-01 07:11:46 main:574] : INFO : Epoch 1997 | loss: 0.031135 | val_loss: 0.0311583 | Time: 1921.69 ms [2022-04-01 07:11:48 main:574] : INFO : Epoch 1998 | loss: 0.0311327 | val_loss: 0.0311597 | Time: 1906.79 ms [2022-04-01 07:11:50 main:574] : INFO : Epoch 1999 | loss: 0.0311326 | val_loss: 0.0311604 | Time: 1906.95 ms [2022-04-01 07:11:52 main:574] : INFO : Epoch 2000 | loss: 0.0311339 | val_loss: 0.0311602 | Time: 1891.13 ms [2022-04-01 07:11:54 main:574] : INFO : Epoch 2001 | loss: 0.0311346 | val_loss: 0.0311625 | Time: 1947.54 ms [2022-04-01 07:11:56 main:574] : INFO : Epoch 2002 | loss: 0.0311362 | val_loss: 0.0311621 | Time: 1912.18 ms [2022-04-01 07:11:58 main:574] : INFO : Epoch 2003 | loss: 0.0311325 | val_loss: 0.0311597 | Time: 1881.41 ms [2022-04-01 07:12:00 main:574] : INFO : Epoch 2004 | loss: 0.0311325 | val_loss: 0.0311586 | Time: 1894.54 ms [2022-04-01 07:12:02 main:574] : INFO : Epoch 2005 | loss: 0.0311332 | val_loss: 0.0311643 | Time: 1974.02 ms [2022-04-01 07:12:04 main:574] : INFO : Epoch 2006 | loss: 0.0311356 | val_loss: 0.031164 | Time: 1891.58 ms [2022-04-01 07:12:06 main:574] : INFO : Epoch 2007 | loss: 0.0311341 | val_loss: 0.0311625 | Time: 1926.35 ms [2022-04-01 07:12:08 main:574] : INFO : Epoch 2008 | loss: 0.0311324 | val_loss: 0.0311605 | Time: 1945.44 ms [2022-04-01 07:12:09 main:574] : INFO : Epoch 2009 | loss: 0.0311349 | val_loss: 0.0311597 | Time: 1877.46 ms [2022-04-01 07:12:11 main:574] : INFO : Epoch 2010 | loss: 0.0311394 | val_loss: 0.0311621 | Time: 1863.78 ms [2022-04-01 07:12:13 main:574] : INFO : Epoch 2011 | loss: 0.0311374 | val_loss: 0.0311586 | Time: 1911.41 ms [2022-04-01 07:12:15 main:574] : INFO : Epoch 2012 | loss: 0.0311361 | val_loss: 0.0311607 | Time: 1959.19 ms [2022-04-01 07:12:17 main:574] : INFO : Epoch 2013 | loss: 0.0311351 | val_loss: 0.0311599 | Time: 1874.84 ms [2022-04-01 07:12:19 main:574] : INFO : Epoch 2014 | loss: 0.0311342 | val_loss: 0.03116 | Time: 1858.97 ms [2022-04-01 07:12:21 main:574] : INFO : Epoch 2015 | loss: 0.0311354 | val_loss: 0.0311572 | Time: 1877.09 ms [2022-04-01 07:12:23 main:574] : INFO : Epoch 2016 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 1969.99 ms [2022-04-01 07:12:25 main:574] : INFO : Epoch 2017 | loss: 0.0311331 | val_loss: 0.0311592 | Time: 1883.45 ms [2022-04-01 07:12:27 main:574] : INFO : Epoch 2018 | loss: 0.0311324 | val_loss: 0.0311596 | Time: 1866.86 ms [2022-04-01 07:12:29 main:574] : INFO : Epoch 2019 | loss: 0.0311352 | val_loss: 0.0311601 | Time: 1976.96 ms [2022-04-01 07:12:30 main:574] : INFO : Epoch 2020 | loss: 0.0311349 | val_loss: 0.0311584 | Time: 1864.98 ms [2022-04-01 07:12:32 main:574] : INFO : Epoch 2021 | loss: 0.0311337 | val_loss: 0.031162 | Time: 1908.65 ms [2022-04-01 07:12:34 main:574] : INFO : Epoch 2022 | loss: 0.0311313 | val_loss: 0.0311606 | Time: 1874.33 ms [2022-04-01 07:12:36 main:574] : INFO : Epoch 2023 | loss: 0.0311306 | val_loss: 0.0311607 | Time: 1973.53 ms [2022-04-01 07:12:38 main:574] : INFO : Epoch 2024 | loss: 0.0311296 | val_loss: 0.0311595 | Time: 1878.24 ms [2022-04-01 07:12:40 main:574] : INFO : Epoch 2025 | loss: 0.0311331 | val_loss: 0.0311587 | Time: 1891.92 ms [2022-04-01 07:12:42 main:574] : INFO : Epoch 2026 | loss: 0.0311319 | val_loss: 0.0311606 | Time: 1916.34 ms [2022-04-01 07:12:44 main:574] : INFO : Epoch 2027 | loss: 0.0311296 | val_loss: 0.0311653 | Time: 1916.75 ms [2022-04-01 07:12:46 main:574] : INFO : Epoch 2028 | loss: 0.0311311 | val_loss: 0.0311589 | Time: 1881.43 ms [2022-04-01 07:12:48 main:574] : INFO : Epoch 2029 | loss: 0.0311281 | val_loss: 0.0311603 | Time: 1911.24 ms [2022-04-01 07:12:49 main:574] : INFO : Epoch 2030 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 1920.61 ms [2022-04-01 07:12:51 main:574] : INFO : Epoch 2031 | loss: 0.0311316 | val_loss: 0.0311587 | Time: 1937.85 ms [2022-04-01 07:12:53 main:574] : INFO : Epoch 2032 | loss: 0.031133 | val_loss: 0.0311565 | Time: 1911.67 ms [2022-04-01 07:12:55 main:574] : INFO : Epoch 2033 | loss: 0.0311325 | val_loss: 0.0311556 | Time: 1901.06 ms [2022-04-01 07:12:57 main:574] : INFO : Epoch 2034 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 1935.88 ms [2022-04-01 07:12:59 main:574] : INFO : Epoch 2035 | loss: 0.0311352 | val_loss: 0.0311586 | Time: 1910.19 ms [2022-04-01 07:13:01 main:574] : INFO : Epoch 2036 | loss: 0.0311338 | val_loss: 0.0311573 | Time: 1858.32 ms [2022-04-01 07:13:03 main:574] : INFO : Epoch 2037 | loss: 0.0311322 | val_loss: 0.0311556 | Time: 1939.41 ms [2022-04-01 07:13:05 main:574] : INFO : Epoch 2038 | loss: 0.0311321 | val_loss: 0.0311666 | Time: 1878.54 ms [2022-04-01 07:13:07 main:574] : INFO : Epoch 2039 | loss: 0.0311345 | val_loss: 0.0311588 | Time: 1904 ms [2022-04-01 07:13:09 main:574] : INFO : Epoch 2040 | loss: 0.0311329 | val_loss: 0.0311565 | Time: 1895.23 ms [2022-04-01 07:13:11 main:574] : INFO : Epoch 2041 | loss: 0.0311317 | val_loss: 0.0311585 | Time: 1951.17 ms [2022-04-01 07:13:12 main:574] : INFO : Epoch 2042 | loss: 0.0311332 | val_loss: 0.0311601 | Time: 1906.99 ms [2022-04-01 07:13:14 main:574] : INFO : Epoch 2043 | loss: 0.031135 | val_loss: 0.0311593 | Time: 1888.43 ms [2022-04-01 07:13:16 main:574] : INFO : Epoch 2044 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 1863.54 ms [2022-04-01 07:13:18 main:574] : INFO : Epoch 2045 | loss: 0.0311312 | val_loss: 0.0311622 | Time: 1958.4 ms [2022-04-01 07:13:20 main:574] : INFO : Epoch 2046 | loss: 0.0311325 | val_loss: 0.0311562 | Time: 1869.85 ms [2022-04-01 07:13:22 main:574] : INFO : Epoch 2047 | loss: 0.0311318 | val_loss: 0.0311592 | Time: 1872.84 ms [2022-04-01 07:13:24 main:574] : INFO : Epoch 2048 | loss: 0.0311301 | val_loss: 0.031156 | Time: 1963.33 ms [2022-04-01 07:13:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031156 [2022-04-01 07:13:24 main:603] : INFO : Saving end state to config to file [2022-04-01 07:13:24 main:608] : INFO : Success, exiting.. 07:13:24 (50120): 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)