Task 5142254
| Name | ParityModified-1619581466-23137-0_1 |
| Workunit | 3065863 |
| Created | 4 May 2021, 0:32:24 UTC |
| Sent | 4 May 2021, 2:38:37 UTC |
| Report deadline | 12 May 2021, 2:38:37 UTC |
| Received | 4 May 2021, 14:38:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 5 min 44 sec |
| CPU time | 1 hours 5 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 1538 | loss: 0.0309726 | val_loss: 0.031312 | Time: 1916.56 ms [2021-05-04 09:20:34 main:581] : INFO : Epoch 1539 | loss: 0.0309685 | val_loss: 0.0313322 | Time: 1942.47 ms [2021-05-04 09:20:36 main:581] : INFO : Epoch 1540 | loss: 0.0309605 | val_loss: 0.031335 | Time: 1947 ms [2021-05-04 09:20:38 main:581] : INFO : Epoch 1541 | loss: 0.0309654 | val_loss: 0.031365 | Time: 1966.61 ms [2021-05-04 09:20:40 main:581] : INFO : Epoch 1542 | loss: 0.0309646 | val_loss: 0.0313252 | Time: 1960.57 ms [2021-05-04 09:20:42 main:581] : INFO : Epoch 1543 | loss: 0.0309722 | val_loss: 0.0313636 | Time: 1951.7 ms [2021-05-04 09:20:44 main:581] : INFO : Epoch 1544 | loss: 0.0309641 | val_loss: 0.0313403 | Time: 1945.72 ms [2021-05-04 09:20:46 main:581] : INFO : Epoch 1545 | loss: 0.0309637 | val_loss: 0.0313627 | Time: 1952.2 ms [2021-05-04 09:20:48 main:581] : INFO : Epoch 1546 | loss: 0.0309717 | val_loss: 0.0313222 | Time: 1914.71 ms [2021-05-04 09:20:50 main:581] : INFO : Epoch 1547 | loss: 0.0309766 | val_loss: 0.0313525 | Time: 1933.33 ms [2021-05-04 09:20:52 main:581] : INFO : Epoch 1548 | loss: 0.0309685 | val_loss: 0.0313576 | Time: 1944.66 ms [2021-05-04 09:20:54 main:581] : INFO : Epoch 1549 | loss: 0.0309581 | val_loss: 0.0313277 | Time: 1888.06 ms [2021-05-04 09:20:56 main:581] : INFO : Epoch 1550 | loss: 0.0309661 | val_loss: 0.0313324 | Time: 1879.37 ms [2021-05-04 09:20:57 main:581] : INFO : Epoch 1551 | loss: 0.030968 | val_loss: 0.0313686 | Time: 1885.73 ms [2021-05-04 09:20:59 main:581] : INFO : Epoch 1552 | loss: 0.0309668 | val_loss: 0.0313429 | Time: 1954.48 ms [2021-05-04 09:21:01 main:581] : INFO : Epoch 1553 | loss: 0.0309627 | val_loss: 0.0313775 | Time: 1943.22 ms [2021-05-04 09:21:03 main:581] : INFO : Epoch 1554 | loss: 0.0309634 | val_loss: 0.0313314 | Time: 1959.09 ms [2021-05-04 09:21:05 main:581] : INFO : Epoch 1555 | loss: 0.0309697 | val_loss: 0.0313706 | Time: 1926.77 ms [2021-05-04 09:21:07 main:581] : INFO : Epoch 1556 | loss: 0.0309663 | val_loss: 0.0313719 | Time: 1907.63 ms [2021-05-04 09:21:09 main:581] : INFO : Epoch 1557 | loss: 0.030964 | val_loss: 0.0313264 | Time: 1840.81 ms [2021-05-04 09:21:11 main:581] : INFO : Epoch 1558 | loss: 0.0309705 | val_loss: 0.0313679 | Time: 1927.62 ms [2021-05-04 09:21:13 main:581] : INFO : Epoch 1559 | loss: 0.0309722 | val_loss: 0.031324 | Time: 1957.46 ms [2021-05-04 09:21:15 main:581] : INFO : Epoch 1560 | loss: 0.0309672 | val_loss: 0.0313333 | Time: 1936.22 ms [2021-05-04 09:21:17 main:581] : INFO : Epoch 1561 | loss: 0.0309656 | val_loss: 0.0313468 | Time: 1887.64 ms [2021-05-04 09:21:19 main:581] : INFO : Epoch 1562 | loss: 0.0309591 | val_loss: 0.0313398 | Time: 1884.41 ms [2021-05-04 09:21:21 main:581] : INFO : Epoch 1563 | loss: 0.0309631 | val_loss: 0.0313907 | Time: 1885.72 ms [2021-05-04 09:21:22 main:581] : INFO : Epoch 1564 | loss: 0.0309642 | val_loss: 0.0313367 | Time: 1903.95 ms [2021-05-04 09:21:25 main:581] : INFO : Epoch 1565 | loss: 0.03096 | val_loss: 0.0313525 | Time: 2097.04 ms [2021-05-04 09:21:27 main:581] : INFO : Epoch 1566 | loss: 0.030959 | val_loss: 0.0313399 | Time: 2121.73 ms [2021-05-04 09:21:29 main:581] : INFO : Epoch 1567 | loss: 0.0309648 | val_loss: 0.0313427 | Time: 2115.1 ms [2021-05-04 09:21:31 main:581] : INFO : Epoch 1568 | loss: 0.0309609 | val_loss: 0.0313682 | Time: 2122.26 ms [2021-05-04 09:21:33 main:581] : INFO : Epoch 1569 | loss: 0.0309678 | val_loss: 0.0313215 | Time: 1944.51 ms [2021-05-04 09:21:35 main:581] : INFO : Epoch 1570 | loss: 0.0309754 | val_loss: 0.0313473 | Time: 1873.67 ms [2021-05-04 09:21:37 main:581] : INFO : Epoch 1571 | loss: 0.0309578 | val_loss: 0.0313624 | Time: 1882.14 ms [2021-05-04 09:21:39 main:581] : INFO : Epoch 1572 | loss: 0.0309545 | val_loss: 0.0313513 | Time: 1950.55 ms [2021-05-04 09:21:40 main:581] : INFO : Epoch 1573 | loss: 0.0309612 | val_loss: 0.0313312 | Time: 1954.79 ms [2021-05-04 09:21:42 main:581] : INFO : Epoch 1574 | loss: 0.0309618 | val_loss: 0.0313527 | Time: 1960.35 ms [2021-05-04 09:21:44 main:581] : INFO : Epoch 1575 | loss: 0.0309618 | val_loss: 0.0313631 | Time: 1959.4 ms [2021-05-04 09:21:46 main:581] : INFO : Epoch 1576 | loss: 0.0309632 | val_loss: 0.0313875 | Time: 1924.91 ms [2021-05-04 09:21:48 main:581] : INFO : Epoch 1577 | loss: 0.030966 | val_loss: 0.0313622 | Time: 1951.46 ms [2021-05-04 09:21:50 main:581] : INFO : Epoch 1578 | loss: 0.0309688 | val_loss: 0.0313234 | Time: 1932.12 ms [2021-05-04 09:21:52 main:581] : INFO : Epoch 1579 | loss: 0.0309687 | val_loss: 0.031364 | Time: 1946.18 ms [2021-05-04 09:21:54 main:581] : INFO : Epoch 1580 | loss: 0.0309707 | val_loss: 0.0312947 | Time: 1954.49 ms [2021-05-04 09:21:56 main:581] : INFO : Epoch 1581 | loss: 0.0309715 | val_loss: 0.0313374 | Time: 1962.88 ms [2021-05-04 09:21:58 main:581] : INFO : Epoch 1582 | loss: 0.0309619 | val_loss: 0.0313461 | Time: 1955.02 ms [2021-05-04 09:22:00 main:581] : INFO : Epoch 1583 | loss: 0.0309582 | val_loss: 0.031374 | Time: 1945.18 ms [2021-05-04 09:22:02 main:581] : INFO : Epoch 1584 | loss: 0.0309668 | val_loss: 0.0313712 | Time: 1962.48 ms [2021-05-04 09:22:04 main:581] : INFO : Epoch 1585 | loss: 0.0309756 | val_loss: 0.0313585 | Time: 1953.03 ms [2021-05-04 09:22:06 main:581] : INFO : Epoch 1586 | loss: 0.0309656 | val_loss: 0.0313514 | Time: 1928.73 ms [2021-05-04 09:22:08 main:581] : INFO : Epoch 1587 | loss: 0.030971 | val_loss: 0.0313425 | Time: 1948.87 ms [2021-05-04 09:22:10 main:581] : INFO : Epoch 1588 | loss: 0.0309687 | val_loss: 0.0313758 | Time: 1937.03 ms [2021-05-04 09:22:12 main:581] : INFO : Epoch 1589 | loss: 0.0309588 | val_loss: 0.0313634 | Time: 1947.39 ms [2021-05-04 09:22:14 main:581] : INFO : Epoch 1590 | loss: 0.0309591 | val_loss: 0.0313471 | Time: 1957.13 ms [2021-05-04 09:22:16 main:581] : INFO : Epoch 1591 | loss: 0.0309583 | val_loss: 0.0313534 | Time: 1942.02 ms [2021-05-04 09:22:17 main:581] : INFO : Epoch 1592 | loss: 0.0309601 | val_loss: 0.0313595 | Time: 1942.85 ms [2021-05-04 09:22:19 main:581] : INFO : Epoch 1593 | loss: 0.0309539 | val_loss: 0.0313401 | Time: 1962.31 ms [2021-05-04 09:22:21 main:581] : INFO : Epoch 1594 | loss: 0.0309653 | val_loss: 0.0313882 | Time: 1940.75 ms [2021-05-04 09:22:23 main:581] : INFO : Epoch 1595 | loss: 0.0309702 | val_loss: 0.0313283 | Time: 1947.58 ms [2021-05-04 09:22:25 main:581] : INFO : Epoch 1596 | loss: 0.0309649 | val_loss: 0.0313269 | Time: 1948.77 ms [2021-05-04 09:22:27 main:581] : INFO : Epoch 1597 | loss: 0.0309639 | val_loss: 0.0313936 | Time: 2108.8 ms [2021-05-04 09:22:30 main:581] : INFO : Epoch 1598 | loss: 0.0309674 | val_loss: 0.0313403 | Time: 2143.44 ms [2021-05-04 09:22:32 main:581] : INFO : Epoch 1599 | loss: 0.0309698 | val_loss: 0.0313471 | Time: 2094.29 ms [2021-05-04 09:22:34 main:581] : INFO : Epoch 1600 | loss: 0.0309714 | val_loss: 0.0313337 | Time: 2086.75 ms [2021-05-04 09:22:36 main:581] : INFO : Epoch 1601 | loss: 0.0309665 | val_loss: 0.0313833 | Time: 2136.66 ms [2021-05-04 09:22:38 main:581] : INFO : Epoch 1602 | loss: 0.0309738 | val_loss: 0.0313396 | Time: 2015.47 ms [2021-05-04 09:22:40 main:581] : INFO : Epoch 1603 | loss: 0.0309783 | val_loss: 0.0313311 | Time: 2100.21 ms [2021-05-04 09:22:42 main:581] : INFO : Epoch 1604 | loss: 0.0309632 | val_loss: 0.0313641 | Time: 1966.96 ms [2021-05-04 09:22:44 main:581] : INFO : Epoch 1605 | loss: 0.0309667 | val_loss: 0.0313215 | Time: 1954.19 ms [2021-05-04 09:22:46 main:581] : INFO : Epoch 1606 | loss: 0.0309759 | val_loss: 0.0313415 | Time: 1941.28 ms [2021-05-04 09:22:48 main:581] : INFO : Epoch 1607 | loss: 0.0309706 | val_loss: 0.0313631 | Time: 1955.41 ms [2021-05-04 09:22:50 main:581] : INFO : Epoch 1608 | loss: 0.030964 | val_loss: 0.0313691 | Time: 1894.66 ms [2021-05-04 09:22:52 main:581] : INFO : Epoch 1609 | loss: 0.0309569 | val_loss: 0.0313384 | Time: 1903.32 ms [2021-05-04 09:22:54 main:581] : INFO : Epoch 1610 | loss: 0.0309592 | val_loss: 0.0313377 | Time: 1934.65 ms [2021-05-04 09:22:55 main:581] : INFO : Epoch 1611 | loss: 0.0309627 | val_loss: 0.0313536 | Time: 1943.01 ms [2021-05-04 09:22:57 main:581] : INFO : Epoch 1612 | loss: 0.0309648 | val_loss: 0.0313563 | Time: 1938.17 ms [2021-05-04 09:22:59 main:581] : INFO : Epoch 1613 | loss: 0.0309668 | val_loss: 0.0313439 | Time: 1930.59 ms [2021-05-04 09:23:01 main:581] : INFO : Epoch 1614 | loss: 0.0309622 | val_loss: 0.0313588 | Time: 1952.28 ms [2021-05-04 09:23:03 main:581] : INFO : Epoch 1615 | loss: 0.0309642 | val_loss: 0.0313591 | Time: 1957.31 ms [2021-05-04 09:23:05 main:581] : INFO : Epoch 1616 | loss: 0.0309724 | val_loss: 0.0313359 | Time: 1953.42 ms [2021-05-04 09:23:07 main:581] : INFO : Epoch 1617 | loss: 0.0309686 | val_loss: 0.0313527 | Time: 1955.21 ms [2021-05-04 09:23:09 main:581] : INFO : Epoch 1618 | loss: 0.0309594 | val_loss: 0.0313728 | Time: 1926.19 ms [2021-05-04 09:23:11 main:581] : INFO : Epoch 1619 | loss: 0.0309584 | val_loss: 0.0313524 | Time: 1877.58 ms [2021-05-04 09:23:13 main:581] : INFO : Epoch 1620 | loss: 0.0309718 | val_loss: 0.0313516 | Time: 1885.17 ms [2021-05-04 09:23:15 main:581] : INFO : Epoch 1621 | loss: 0.0309624 | val_loss: 0.0313509 | Time: 1876.28 ms [2021-05-04 09:23:17 main:581] : INFO : Epoch 1622 | loss: 0.0309617 | val_loss: 0.0313403 | Time: 1874.19 ms [2021-05-04 09:23:18 main:581] : INFO : Epoch 1623 | loss: 0.0309591 | val_loss: 0.0313812 | Time: 1874.21 ms [2021-05-04 09:23:20 main:581] : INFO : Epoch 1624 | loss: 0.0309687 | val_loss: 0.0313262 | Time: 1901.29 ms [2021-05-04 09:23:22 main:581] : INFO : Epoch 1625 | loss: 0.0309704 | val_loss: 0.0313705 | Time: 1960.78 ms [2021-05-04 09:23:24 main:581] : INFO : Epoch 1626 | loss: 0.0309604 | val_loss: 0.0313822 | Time: 1937.75 ms [2021-05-04 09:23:26 main:581] : INFO : Epoch 1627 | loss: 0.0309618 | val_loss: 0.0313598 | Time: 1953.62 ms [2021-05-04 09:23:28 main:581] : INFO : Epoch 1628 | loss: 0.0309569 | val_loss: 0.0313587 | Time: 1939.36 ms [2021-05-04 09:23:30 main:581] : INFO : Epoch 1629 | loss: 0.0309633 | val_loss: 0.0313942 | Time: 2056.1 ms [2021-05-04 09:23:32 main:581] : INFO : Epoch 1630 | loss: 0.0309674 | val_loss: 0.03133 | Time: 2041.82 ms [2021-05-04 09:23:34 main:581] : INFO : Epoch 1631 | loss: 0.0309616 | val_loss: 0.0313709 | Time: 2177.98 ms [2021-05-04 09:23:37 main:581] : INFO : Epoch 1632 | loss: 0.0309661 | val_loss: 0.0313323 | Time: 2132.04 ms [2021-05-04 09:23:39 main:581] : INFO : Epoch 1633 | loss: 0.0309602 | val_loss: 0.0313789 | Time: 2148.15 ms [2021-05-04 09:23:41 main:581] : INFO : Epoch 1634 | loss: 0.0309647 | val_loss: 0.0313587 | Time: 2204.35 ms [2021-05-04 09:23:43 main:581] : INFO : Epoch 1635 | loss: 0.0309684 | val_loss: 0.0313651 | Time: 2118.79 ms [2021-05-04 09:23:45 main:581] : INFO : Epoch 1636 | loss: 0.0309679 | val_loss: 0.0313771 | Time: 1953.21 ms [2021-05-04 09:23:47 main:581] : INFO : Epoch 1637 | loss: 0.0309718 | val_loss: 0.0313108 | Time: 1953.19 ms [2021-05-04 09:23:49 main:581] : INFO : Epoch 1638 | loss: 0.0309722 | val_loss: 0.0313752 | Time: 1949.43 ms [2021-05-04 09:23:51 main:581] : INFO : Epoch 1639 | loss: 0.0309638 | val_loss: 0.0313704 | Time: 1929.03 ms [2021-05-04 09:23:53 main:581] : INFO : Epoch 1640 | loss: 0.0309652 | val_loss: 0.031383 | Time: 1891.18 ms [2021-05-04 09:23:55 main:581] : INFO : Epoch 1641 | loss: 0.0309612 | val_loss: 0.0313403 | Time: 1946.18 ms [2021-05-04 09:23:57 main:581] : INFO : Epoch 1642 | loss: 0.0309649 | val_loss: 0.0313522 | Time: 1946.43 ms [2021-05-04 09:23:58 main:581] : INFO : Epoch 1643 | loss: 0.0309662 | val_loss: 0.0313495 | Time: 1859.74 ms [2021-05-04 09:24:00 main:581] : INFO : Epoch 1644 | loss: 0.0309658 | val_loss: 0.0313439 | Time: 1920.66 ms [2021-05-04 09:24:02 main:581] : INFO : Epoch 1645 | loss: 0.0309658 | val_loss: 0.0313645 | Time: 1855.74 ms [2021-05-04 09:24:04 main:581] : INFO : Epoch 1646 | loss: 0.0309674 | val_loss: 0.0313338 | Time: 1951.94 ms [2021-05-04 09:24:06 main:581] : INFO : Epoch 1647 | loss: 0.0309612 | val_loss: 0.0313877 | Time: 1919.76 ms [2021-05-04 09:24:08 main:581] : INFO : Epoch 1648 | loss: 0.0309609 | val_loss: 0.0313451 | Time: 1968.98 ms [2021-05-04 09:24:10 main:581] : INFO : Epoch 1649 | loss: 0.0309654 | val_loss: 0.0313854 | Time: 1953.74 ms [2021-05-04 09:24:12 main:581] : INFO : Epoch 1650 | loss: 0.0309735 | val_loss: 0.0313668 | Time: 1905.26 ms [2021-05-04 09:24:14 main:581] : INFO : Epoch 1651 | loss: 0.0309726 | val_loss: 0.0313074 | Time: 1931.18 ms [2021-05-04 09:24:16 main:581] : INFO : Epoch 1652 | loss: 0.0309715 | val_loss: 0.0313247 | Time: 1960.75 ms [2021-05-04 09:24:18 main:581] : INFO : Epoch 1653 | loss: 0.0309749 | val_loss: 0.0313719 | Time: 2080.71 ms [2021-05-04 09:24:20 main:581] : INFO : Epoch 1654 | loss: 0.030982 | val_loss: 0.0313289 | Time: 2028.73 ms [2021-05-04 09:24:22 main:581] : INFO : Epoch 1655 | loss: 0.0309713 | val_loss: 0.0313215 | Time: 1908.59 ms [2021-05-04 09:24:24 main:581] : INFO : Epoch 1656 | loss: 0.0309677 | val_loss: 0.0313342 | Time: 2065.84 ms [2021-05-04 09:24:26 main:581] : INFO : Epoch 1657 | loss: 0.0309579 | val_loss: 0.0313495 | Time: 2115.61 ms [2021-05-04 09:24:28 main:581] : INFO : Epoch 1658 | loss: 0.0309792 | val_loss: 0.0313128 | Time: 2085.33 ms [2021-05-04 09:24:30 main:581] : INFO : Epoch 1659 | loss: 0.0309711 | val_loss: 0.031385 | Time: 2080.69 ms [2021-05-04 09:24:32 main:581] : INFO : Epoch 1660 | loss: 0.0309639 | val_loss: 0.0313278 | Time: 1953.24 ms [2021-05-04 09:24:34 main:581] : INFO : Epoch 1661 | loss: 0.0309649 | val_loss: 0.0313725 | Time: 1951.75 ms [2021-05-04 09:24:36 main:581] : INFO : Epoch 1662 | loss: 0.0309576 | val_loss: 0.0313562 | Time: 1876.99 ms [2021-05-04 09:24:38 main:581] : INFO : Epoch 1663 | loss: 0.0309651 | val_loss: 0.0313946 | Time: 1936.44 ms [2021-05-04 09:24:40 main:581] : INFO : Epoch 1664 | loss: 0.0309676 | val_loss: 0.031336 | Time: 1945.07 ms [2021-05-04 09:24:42 main:581] : INFO : Epoch 1665 | loss: 0.030968 | val_loss: 0.0313906 | Time: 1931.59 ms [2021-05-04 09:24:44 main:581] : INFO : Epoch 1666 | loss: 0.0309656 | val_loss: 0.0313641 | Time: 1933.14 ms [2021-05-04 09:24:46 main:581] : INFO : Epoch 1667 | loss: 0.0309636 | val_loss: 0.0313604 | Time: 1937.97 ms [2021-05-04 09:24:48 main:581] : INFO : Epoch 1668 | loss: 0.0309746 | val_loss: 0.0313393 | Time: 1927.14 ms [2021-05-04 09:24:50 main:581] : INFO : Epoch 1669 | loss: 0.0309688 | val_loss: 0.031349 | Time: 1893.44 ms [2021-05-04 09:24:51 main:581] : INFO : Epoch 1670 | loss: 0.030967 | val_loss: 0.0313567 | Time: 1905.02 ms [2021-05-04 09:24:53 main:581] : INFO : Epoch 1671 | loss: 0.0309769 | val_loss: 0.0313214 | Time: 1958.11 ms [2021-05-04 09:24:55 main:581] : INFO : Epoch 1672 | loss: 0.0309739 | val_loss: 0.0313968 | Time: 1940.6 ms [2021-05-04 09:24:57 main:581] : INFO : Epoch 1673 | loss: 0.0309651 | val_loss: 0.0313743 | Time: 1944.33 ms [2021-05-04 09:24:59 main:581] : INFO : Epoch 1674 | loss: 0.0309659 | val_loss: 0.0313298 | Time: 1958.15 ms [2021-05-04 09:25:01 main:581] : INFO : Epoch 1675 | loss: 0.0309662 | val_loss: 0.0313718 | Time: 1960.09 ms [2021-05-04 09:25:03 main:581] : INFO : Epoch 1676 | loss: 0.0309647 | val_loss: 0.0313174 | Time: 1919.35 ms [2021-05-04 09:25:05 main:581] : INFO : Epoch 1677 | loss: 0.0309655 | val_loss: 0.0313567 | Time: 1885.79 ms [2021-05-04 09:25:07 main:581] : INFO : Epoch 1678 | loss: 0.0309585 | val_loss: 0.0313847 | Time: 1877.85 ms [2021-05-04 09:25:09 main:581] : INFO : Epoch 1679 | loss: 0.0309608 | val_loss: 0.0313809 | Time: 1877.93 ms [2021-05-04 09:25:11 main:581] : INFO : Epoch 1680 | loss: 0.0309588 | val_loss: 0.0313519 | Time: 1877.13 ms [2021-05-04 09:25:13 main:581] : INFO : Epoch 1681 | loss: 0.0309528 | val_loss: 0.0313597 | Time: 1888.01 ms [2021-05-04 09:25:14 main:581] : INFO : Epoch 1682 | loss: 0.030964 | val_loss: 0.0313492 | Time: 1873.91 ms [2021-05-04 09:25:16 main:581] : INFO : Epoch 1683 | loss: 0.0309613 | val_loss: 0.0313432 | Time: 1897.09 ms [2021-05-04 09:25:18 main:581] : INFO : Epoch 1684 | loss: 0.0309589 | val_loss: 0.0313696 | Time: 1923.53 ms [2021-05-04 09:25:20 main:581] : INFO : Epoch 1685 | loss: 0.0309556 | val_loss: 0.0313494 | Time: 1948.86 ms [2021-05-04 09:25:22 main:581] : INFO : Epoch 1686 | loss: 0.0309614 | val_loss: 0.0313768 | Time: 1957.26 ms [2021-05-04 09:25:24 main:581] : INFO : Epoch 1687 | loss: 0.0309702 | val_loss: 0.0313426 | Time: 1943.66 ms [2021-05-04 09:25:26 main:581] : INFO : Epoch 1688 | loss: 0.0309609 | val_loss: 0.0313458 | Time: 1951.42 ms [2021-05-04 09:25:28 main:581] : INFO : Epoch 1689 | loss: 0.0309634 | val_loss: 0.0313551 | Time: 1946.19 ms [2021-05-04 09:25:30 main:581] : INFO : Epoch 1690 | loss: 0.0309644 | val_loss: 0.0313486 | Time: 1891.08 ms [2021-05-04 09:25:32 main:581] : INFO : Epoch 1691 | loss: 0.0309615 | val_loss: 0.0313668 | Time: 1934.67 ms [2021-05-04 09:25:34 main:581] : INFO : Epoch 1692 | loss: 0.0309621 | val_loss: 0.0313262 | Time: 1946.45 ms [2021-05-04 09:25:36 main:581] : INFO : Epoch 1693 | loss: 0.030966 | val_loss: 0.0313263 | Time: 2060.84 ms [2021-05-04 09:25:38 main:581] : INFO : Epoch 1694 | loss: 0.0309702 | val_loss: 0.0313226 | Time: 2065.21 ms [2021-05-04 09:25:40 main:581] : INFO : Epoch 1695 | loss: 0.0309697 | val_loss: 0.0313699 | Time: 1956.03 ms [2021-05-04 09:25:42 main:581] : INFO : Epoch 1696 | loss: 0.0309649 | val_loss: 0.0313588 | Time: 2012.35 ms [2021-05-04 09:25:44 main:581] : INFO : Epoch 1697 | loss: 0.0309571 | val_loss: 0.0313733 | Time: 2148.74 ms [2021-05-04 09:25:46 main:581] : INFO : Epoch 1698 | loss: 0.030967 | val_loss: 0.0313125 | Time: 2053.28 ms [2021-05-04 09:25:48 main:581] : INFO : Epoch 1699 | loss: 0.0309744 | val_loss: 0.0313527 | Time: 2170.59 ms [2021-05-04 09:25:50 main:581] : INFO : Epoch 1700 | loss: 0.03096 | val_loss: 0.0313579 | Time: 1878.16 ms [2021-05-04 09:25:52 main:581] : INFO : Epoch 1701 | loss: 0.0309585 | val_loss: 0.0313734 | Time: 1887.55 ms [2021-05-04 09:25:54 main:581] : INFO : Epoch 1702 | loss: 0.0309657 | val_loss: 0.0313507 | Time: 1934.62 ms [2021-05-04 09:25:56 main:581] : INFO : Epoch 1703 | loss: 0.0309635 | val_loss: 0.0313491 | Time: 1934.28 ms [2021-05-04 09:25:58 main:581] : INFO : Epoch 1704 | loss: 0.0309667 | val_loss: 0.0313728 | Time: 1907.71 ms [2021-05-04 09:26:00 main:581] : INFO : Epoch 1705 | loss: 0.0309651 | val_loss: 0.0313596 | Time: 1876.66 ms [2021-05-04 09:26:02 main:581] : INFO : Epoch 1706 | loss: 0.0309628 | val_loss: 0.0313654 | Time: 1943.97 ms [2021-05-04 09:26:03 main:581] : INFO : Epoch 1707 | loss: 0.0309638 | val_loss: 0.0313645 | Time: 1946.85 ms [2021-05-04 09:26:05 main:581] : INFO : Epoch 1708 | loss: 0.0309535 | val_loss: 0.0313925 | Time: 1929.45 ms [2021-05-04 09:26:07 main:581] : INFO : Epoch 1709 | loss: 0.030956 | val_loss: 0.0313642 | Time: 1871.62 ms [2021-05-04 09:26:09 main:581] : INFO : Epoch 1710 | loss: 0.030954 | val_loss: 0.0313651 | Time: 1637.95 ms [2021-05-04 09:26:10 main:581] : INFO : Epoch 1711 | loss: 0.0309711 | val_loss: 0.0313503 | Time: 1477.93 ms [2021-05-04 09:26:12 main:581] : INFO : Epoch 1712 | loss: 0.030967 | val_loss: 0.0313295 | Time: 1715.82 ms [2021-05-04 09:26:14 main:581] : INFO : Epoch 1713 | loss: 0.0309713 | val_loss: 0.0313387 | Time: 1934.63 ms [2021-05-04 09:26:16 main:581] : INFO : Epoch 1714 | loss: 0.0309647 | val_loss: 0.0312958 | Time: 1879.32 ms [2021-05-04 09:26:18 main:581] : INFO : Epoch 1715 | loss: 0.0309713 | val_loss: 0.0313547 | Time: 1817.04 ms [2021-05-04 09:26:20 main:581] : INFO : Epoch 1716 | loss: 0.0309721 | val_loss: 0.0313549 | Time: 1902.21 ms [2021-05-04 09:26:22 main:581] : INFO : Epoch 1717 | loss: 0.0309539 | val_loss: 0.031389 | Time: 1924.8 ms [2021-05-04 09:26:24 main:581] : INFO : Epoch 1718 | loss: 0.0309737 | val_loss: 0.0313003 | Time: 1914.63 ms [2021-05-04 09:26:25 main:581] : INFO : Epoch 1719 | loss: 0.0309865 | val_loss: 0.0313685 | Time: 1914.97 ms [2021-05-04 09:26:27 main:581] : INFO : Epoch 1720 | loss: 0.0312287 | val_loss: 0.0314927 | Time: 1928.48 ms [2021-05-04 09:26:29 main:581] : INFO : Epoch 1721 | loss: 0.0318582 | val_loss: 0.0315411 | Time: 1881.37 ms [2021-05-04 09:26:31 main:581] : INFO : Epoch 1722 | loss: 0.0312976 | val_loss: 0.031241 | Time: 1867.27 ms [2021-05-04 09:26:33 main:581] : INFO : Epoch 1723 | loss: 0.031177 | val_loss: 0.0312127 | Time: 1877.37 ms [2021-05-04 09:26:35 main:581] : INFO : Epoch 1724 | loss: 0.0311455 | val_loss: 0.0312074 | Time: 1908.49 ms [2021-05-04 09:26:37 main:581] : INFO : Epoch 1725 | loss: 0.031131 | val_loss: 0.03121 | Time: 1901.85 ms [2021-05-04 09:26:39 main:581] : INFO : Epoch 1726 | loss: 0.0311157 | val_loss: 0.0312261 | Time: 1904.92 ms [2021-05-04 09:26:41 main:581] : INFO : Epoch 1727 | loss: 0.0311031 | val_loss: 0.0312376 | Time: 1912.79 ms [2021-05-04 09:26:43 main:581] : INFO : Epoch 1728 | loss: 0.0310893 | val_loss: 0.0312294 | Time: 1911.95 ms [2021-05-04 09:26:44 main:581] : INFO : Epoch 1729 | loss: 0.0310705 | val_loss: 0.0312552 | Time: 1916.94 ms [2021-05-04 09:26:46 main:581] : INFO : Epoch 1730 | loss: 0.0310514 | val_loss: 0.0312732 | Time: 1891.57 ms [2021-05-04 09:26:48 main:581] : INFO : Epoch 1731 | loss: 0.0310356 | val_loss: 0.0312783 | Time: 1908.25 ms [2021-05-04 09:26:50 main:581] : INFO : Epoch 1732 | loss: 0.0310145 | val_loss: 0.0312999 | Time: 1878.66 ms [2021-05-04 09:26:52 main:581] : INFO : Epoch 1733 | loss: 0.0309987 | val_loss: 0.0313238 | Time: 2016.57 ms [2021-05-04 09:26:54 main:581] : INFO : Epoch 1734 | loss: 0.0309873 | val_loss: 0.0313284 | Time: 1979.29 ms [2021-05-04 09:26:56 main:581] : INFO : Epoch 1735 | loss: 0.0309829 | val_loss: 0.0313381 | Time: 1922.71 ms [2021-05-04 09:26:58 main:581] : INFO : Epoch 1736 | loss: 0.0309712 | val_loss: 0.031363 | Time: 1928.97 ms [2021-05-04 09:27:00 main:581] : INFO : Epoch 1737 | loss: 0.0309689 | val_loss: 0.0313448 | Time: 1937.26 ms [2021-05-04 09:27:02 main:581] : INFO : Epoch 1738 | loss: 0.0309668 | val_loss: 0.0313522 | Time: 1910.85 ms [2021-05-04 09:27:04 main:581] : INFO : Epoch 1739 | loss: 0.0309642 | val_loss: 0.0313535 | Time: 1937.23 ms [2021-05-04 09:27:06 main:581] : INFO : Epoch 1740 | loss: 0.030969 | val_loss: 0.0313534 | Time: 1935.59 ms [2021-05-04 09:27:08 main:581] : INFO : Epoch 1741 | loss: 0.0309749 | val_loss: 0.0313294 | Time: 1938.16 ms [2021-05-04 09:27:10 main:581] : INFO : Epoch 1742 | loss: 0.0309681 | val_loss: 0.0313538 | Time: 1934.44 ms [2021-05-04 09:27:11 main:581] : INFO : Epoch 1743 | loss: 0.0309667 | val_loss: 0.0313336 | Time: 1906.45 ms [2021-05-04 09:27:13 main:581] : INFO : Epoch 1744 | loss: 0.0309642 | val_loss: 0.0313589 | Time: 1913.36 ms [2021-05-04 09:27:15 main:581] : INFO : Epoch 1745 | loss: 0.0309692 | val_loss: 0.0313267 | Time: 1950.44 ms [2021-05-04 09:27:17 main:581] : INFO : Epoch 1746 | loss: 0.0309671 | val_loss: 0.0313042 | Time: 1934.05 ms [2021-05-04 09:27:19 main:581] : INFO : Epoch 1747 | loss: 0.0309706 | val_loss: 0.0313874 | Time: 1917.69 ms [2021-05-04 09:27:21 main:581] : INFO : Epoch 1748 | loss: 0.0309746 | val_loss: 0.0313571 | Time: 1897.03 ms [2021-05-04 09:27:23 main:581] : INFO : Epoch 1749 | loss: 0.0309672 | val_loss: 0.031396 | Time: 1919.82 ms [2021-05-04 09:27:25 main:581] : INFO : Epoch 1750 | loss: 0.0309642 | val_loss: 0.0313832 | Time: 1904.83 ms [2021-05-04 09:27:27 main:581] : INFO : Epoch 1751 | loss: 0.030958 | val_loss: 0.0313695 | Time: 1923.87 ms [2021-05-04 09:27:29 main:581] : INFO : Epoch 1752 | loss: 0.0309611 | val_loss: 0.0313645 | Time: 1913.49 ms [2021-05-04 09:27:31 main:581] : INFO : Epoch 1753 | loss: 0.0309629 | val_loss: 0.031333 | Time: 1929.24 ms [2021-05-04 09:27:33 main:581] : INFO : Epoch 1754 | loss: 0.0309632 | val_loss: 0.0313431 | Time: 1918.48 ms [2021-05-04 09:27:34 main:581] : INFO : Epoch 1755 | loss: 0.0309673 | val_loss: 0.0313399 | Time: 1878.04 ms [2021-05-04 09:27:36 main:581] : INFO : Epoch 1756 | loss: 0.0309714 | val_loss: 0.0313184 | Time: 1883.3 ms [2021-05-04 09:27:38 main:581] : INFO : Epoch 1757 | loss: 0.0309694 | val_loss: 0.0313605 | Time: 1862.22 ms [2021-05-04 09:27:40 main:581] : INFO : Epoch 1758 | loss: 0.030963 | val_loss: 0.0313659 | Time: 1943.05 ms [2021-05-04 09:27:42 main:581] : INFO : Epoch 1759 | loss: 0.0309606 | val_loss: 0.0313281 | Time: 1924.8 ms [2021-05-04 09:27:44 main:581] : INFO : Epoch 1760 | loss: 0.030964 | val_loss: 0.0313518 | Time: 1903.97 ms [2021-05-04 09:27:46 main:581] : INFO : Epoch 1761 | loss: 0.0309663 | val_loss: 0.0313031 | Time: 1919.58 ms [2021-05-04 09:27:48 main:581] : INFO : Epoch 1762 | loss: 0.0309691 | val_loss: 0.0313481 | Time: 1934.9 ms [2021-05-04 09:27:50 main:581] : INFO : Epoch 1763 | loss: 0.0309671 | val_loss: 0.0313653 | Time: 1906.31 ms [2021-05-04 09:27:52 main:581] : INFO : Epoch 1764 | loss: 0.0309681 | val_loss: 0.0313859 | Time: 1934.45 ms [2021-05-04 09:27:54 main:581] : INFO : Epoch 1765 | loss: 0.0309623 | val_loss: 0.0313474 | Time: 1927.1 ms [2021-05-04 09:27:56 main:581] : INFO : Epoch 1766 | loss: 0.0309671 | val_loss: 0.0313234 | Time: 1923.93 ms [2021-05-04 09:27:57 main:581] : INFO : Epoch 1767 | loss: 0.0309719 | val_loss: 0.0313694 | Time: 1874.67 ms [2021-05-04 09:27:59 main:581] : INFO : Epoch 1768 | loss: 0.0309588 | val_loss: 0.031377 | Time: 1873.99 ms [2021-05-04 09:28:01 main:581] : INFO : Epoch 1769 | loss: 0.0309577 | val_loss: 0.031369 | Time: 1892.27 ms [2021-05-04 09:28:03 main:581] : INFO : Epoch 1770 | loss: 0.0309635 | val_loss: 0.0313431 | Time: 1937.89 ms [2021-05-04 09:28:05 main:581] : INFO : Epoch 1771 | loss: 0.0309707 | val_loss: 0.0313394 | Time: 1931.5 ms [2021-05-04 09:28:07 main:581] : INFO : Epoch 1772 | loss: 0.0309603 | val_loss: 0.0313975 | Time: 1913.95 ms [2021-05-04 09:28:09 main:581] : INFO : Epoch 1773 | loss: 0.0309588 | val_loss: 0.0313411 | Time: 1906.88 ms [2021-05-04 09:28:11 main:581] : INFO : Epoch 1774 | loss: 0.0309589 | val_loss: 0.0313455 | Time: 1904.23 ms [2021-05-04 09:28:13 main:581] : INFO : Epoch 1775 | loss: 0.0309629 | val_loss: 0.0313622 | Time: 1943.68 ms [2021-05-04 09:28:15 main:581] : INFO : Epoch 1776 | loss: 0.0309713 | val_loss: 0.031362 | Time: 1939.3 ms [2021-05-04 09:28:17 main:581] : INFO : Epoch 1777 | loss: 0.0309672 | val_loss: 0.0313481 | Time: 1949.24 ms [2021-05-04 09:28:19 main:581] : INFO : Epoch 1778 | loss: 0.0309645 | val_loss: 0.0313533 | Time: 1914.42 ms [2021-05-04 09:28:20 main:581] : INFO : Epoch 1779 | loss: 0.0309662 | val_loss: 0.0313327 | Time: 1882.6 ms [2021-05-04 09:28:22 main:581] : INFO : Epoch 1780 | loss: 0.0309651 | val_loss: 0.031331 | Time: 1927 ms [2021-05-04 09:28:24 main:581] : INFO : Epoch 1781 | loss: 0.0309606 | val_loss: 0.0313527 | Time: 1944.25 ms [2021-05-04 09:28:26 main:581] : INFO : Epoch 1782 | loss: 0.0309602 | val_loss: 0.0313359 | Time: 1935.76 ms [2021-05-04 09:28:28 main:581] : INFO : Epoch 1783 | loss: 0.030971 | val_loss: 0.0313403 | Time: 1882.34 ms [2021-05-04 09:28:30 main:581] : INFO : Epoch 1784 | loss: 0.0309741 | val_loss: 0.0313493 | Time: 1879.3 ms [2021-05-04 09:28:32 main:581] : INFO : Epoch 1785 | loss: 0.0309646 | val_loss: 0.031351 | Time: 1847 ms [2021-05-04 09:28:34 main:581] : INFO : Epoch 1786 | loss: 0.0309666 | val_loss: 0.031386 | Time: 1919.05 ms [2021-05-04 09:28:36 main:581] : INFO : Epoch 1787 | loss: 0.0309625 | val_loss: 0.0313294 | Time: 1931.74 ms [2021-05-04 09:28:38 main:581] : INFO : Epoch 1788 | loss: 0.030964 | val_loss: 0.0313621 | Time: 1911.98 ms [2021-05-04 09:28:39 main:581] : INFO : Epoch 1789 | loss: 0.0309649 | val_loss: 0.0313588 | Time: 1906.22 ms [2021-05-04 09:28:41 main:581] : INFO : Epoch 1790 | loss: 0.030966 | val_loss: 0.0313674 | Time: 1874.89 ms [2021-05-04 09:28:43 main:581] : INFO : Epoch 1791 | loss: 0.0309675 | val_loss: 0.0313035 | Time: 1835.71 ms [2021-05-04 09:28:45 main:581] : INFO : Epoch 1792 | loss: 0.030975 | val_loss: 0.0313418 | Time: 1936.7 ms [2021-05-04 09:28:47 main:581] : INFO : Epoch 1793 | loss: 0.0309721 | val_loss: 0.0313562 | Time: 1921.4 ms [2021-05-04 09:28:49 main:581] : INFO : Epoch 1794 | loss: 0.0309673 | val_loss: 0.031368 | Time: 1926.63 ms [2021-05-04 09:28:51 main:581] : INFO : Epoch 1795 | loss: 0.0309761 | val_loss: 0.0313127 | Time: 1919.8 ms [2021-05-04 09:28:53 main:581] : INFO : Epoch 1796 | loss: 0.0309684 | val_loss: 0.0313506 | Time: 1916.12 ms [2021-05-04 09:28:55 main:581] : INFO : Epoch 1797 | loss: 0.0309694 | val_loss: 0.0313265 | Time: 1935.01 ms [2021-05-04 09:28:57 main:581] : INFO : Epoch 1798 | loss: 0.0309686 | val_loss: 0.0313517 | Time: 1908.96 ms [2021-05-04 09:28:59 main:581] : INFO : Epoch 1799 | loss: 0.0309644 | val_loss: 0.0313575 | Time: 1878.26 ms [2021-05-04 09:29:00 main:581] : INFO : Epoch 1800 | loss: 0.0309657 | val_loss: 0.0313195 | Time: 1909.69 ms [2021-05-04 09:29:02 main:581] : INFO : Epoch 1801 | loss: 0.030966 | val_loss: 0.0313759 | Time: 1942.75 ms [2021-05-04 09:29:04 main:581] : INFO : Epoch 1802 | loss: 0.0309649 | val_loss: 0.0313536 | Time: 1891.04 ms [2021-05-04 09:29:06 main:581] : INFO : Epoch 1803 | loss: 0.0309668 | val_loss: 0.0313454 | Time: 1888.11 ms [2021-05-04 09:29:08 main:581] : INFO : Epoch 1804 | loss: 0.0309673 | val_loss: 0.0313273 | Time: 1875.3 ms [2021-05-04 09:29:10 main:581] : INFO : Epoch 1805 | loss: 0.0309692 | val_loss: 0.0313592 | Time: 1876.98 ms [2021-05-04 09:29:12 main:581] : INFO : Epoch 1806 | loss: 0.030965 | val_loss: 0.0313496 | Time: 1889.93 ms [2021-05-04 09:29:14 main:581] : INFO : Epoch 1807 | loss: 0.030964 | val_loss: 0.0313542 | Time: 1903.31 ms [2021-05-04 09:29:16 main:581] : INFO : Epoch 1808 | loss: 0.0309617 | val_loss: 0.0313494 | Time: 1931.75 ms [2021-05-04 09:29:18 main:581] : INFO : Epoch 1809 | loss: 0.0309619 | val_loss: 0.0313737 | Time: 1940.12 ms [2021-05-04 09:29:19 main:581] : INFO : Epoch 1810 | loss: 0.0309622 | val_loss: 0.0313657 | Time: 1873.86 ms [2021-05-04 09:29:21 main:581] : INFO : Epoch 1811 | loss: 0.0309759 | val_loss: 0.0313042 | Time: 1894.48 ms [2021-05-04 09:29:23 main:581] : INFO : Epoch 1812 | loss: 0.0309717 | val_loss: 0.03135 | Time: 1943.04 ms [2021-05-04 09:29:25 main:581] : INFO : Epoch 1813 | loss: 0.0309656 | val_loss: 0.0313712 | Time: 1949.51 ms [2021-05-04 09:29:27 main:581] : INFO : Epoch 1814 | loss: 0.030965 | val_loss: 0.0313363 | Time: 1952.27 ms [2021-05-04 09:29:29 main:581] : INFO : Epoch 1815 | loss: 0.0309655 | val_loss: 0.0313514 | Time: 1923.46 ms [2021-05-04 09:29:31 main:581] : INFO : Epoch 1816 | loss: 0.0309614 | val_loss: 0.0313378 | Time: 1879.23 ms [2021-05-04 09:29:33 main:581] : INFO : Epoch 1817 | loss: 0.0309691 | val_loss: 0.0313534 | Time: 1891.47 ms [2021-05-04 09:29:35 main:581] : INFO : Epoch 1818 | loss: 0.0309678 | val_loss: 0.0314248 | Time: 1919.68 ms [2021-05-04 09:29:37 main:581] : INFO : Epoch 1819 | loss: 0.030975 | val_loss: 0.0313461 | Time: 1931.46 ms [2021-05-04 09:29:39 main:581] : INFO : Epoch 1820 | loss: 0.0309629 | val_loss: 0.0313314 | Time: 1894.83 ms [2021-05-04 09:29:41 main:581] : INFO : Epoch 1821 | loss: 0.0309661 | val_loss: 0.0313558 | Time: 1897.17 ms [2021-05-04 09:29:42 main:581] : INFO : Epoch 1822 | loss: 0.0309606 | val_loss: 0.0313614 | Time: 1911.42 ms [2021-05-04 09:29:44 main:581] : INFO : Epoch 1823 | loss: 0.0309662 | val_loss: 0.0313384 | Time: 1914.7 ms [2021-05-04 09:29:46 main:581] : INFO : Epoch 1824 | loss: 0.0310107 | val_loss: 0.0312392 | Time: 1831.75 ms [2021-05-04 09:29:48 main:581] : INFO : Epoch 1825 | loss: 0.0310754 | val_loss: 0.0313016 | Time: 1910.49 ms [2021-05-04 09:29:50 main:581] : INFO : Epoch 1826 | loss: 0.0310206 | val_loss: 0.0313466 | Time: 1882.27 ms [2021-05-04 09:29:52 main:581] : INFO : Epoch 1827 | loss: 0.0309825 | val_loss: 0.031376 | Time: 1937.87 ms [2021-05-04 09:29:54 main:581] : INFO : Epoch 1828 | loss: 0.0309749 | val_loss: 0.0313547 | Time: 1939.71 ms [2021-05-04 09:29:56 main:581] : INFO : Epoch 1829 | loss: 0.0309738 | val_loss: 0.0313501 | Time: 1920.26 ms [2021-05-04 09:29:58 main:581] : INFO : Epoch 1830 | loss: 0.0309656 | val_loss: 0.0313358 | Time: 1932.76 ms [2021-05-04 09:30:00 main:581] : INFO : Epoch 1831 | loss: 0.0309675 | val_loss: 0.0313384 | Time: 1899.94 ms [2021-05-04 09:30:02 main:581] : INFO : Epoch 1832 | loss: 0.0309668 | val_loss: 0.0313905 | Time: 1923.62 ms [2021-05-04 09:30:03 main:581] : INFO : Epoch 1833 | loss: 0.030962 | val_loss: 0.0313494 | Time: 1848.98 ms [2021-05-04 09:30:05 main:581] : INFO : Epoch 1834 | loss: 0.0309614 | val_loss: 0.0313476 | Time: 1946.18 ms [2021-05-04 09:30:07 main:581] : INFO : Epoch 1835 | loss: 0.0309744 | val_loss: 0.0313571 | Time: 1945.21 ms [2021-05-04 09:30:09 main:581] : INFO : Epoch 1836 | loss: 0.0309707 | val_loss: 0.0313446 | Time: 1899.33 ms [2021-05-04 09:30:11 main:581] : INFO : Epoch 1837 | loss: 0.0309634 | val_loss: 0.0313582 | Time: 1884.02 ms [2021-05-04 09:30:13 main:581] : INFO : Epoch 1838 | loss: 0.0309683 | val_loss: 0.0313371 | Time: 1941.32 ms [2021-05-04 09:30:15 main:581] : INFO : Epoch 1839 | loss: 0.0309638 | val_loss: 0.0313459 | Time: 1895.56 ms [2021-05-04 09:30:17 main:581] : INFO : Epoch 1840 | loss: 0.0309582 | val_loss: 0.0313848 | Time: 1925.7 ms [2021-05-04 09:30:19 main:581] : INFO : Epoch 1841 | loss: 0.0309614 | val_loss: 0.0313114 | Time: 1834.31 ms [2021-05-04 09:30:21 main:581] : INFO : Epoch 1842 | loss: 0.0309694 | val_loss: 0.0313559 | Time: 1890.99 ms [2021-05-04 09:30:22 main:581] : INFO : Epoch 1843 | loss: 0.0309645 | val_loss: 0.0313296 | Time: 1902.65 ms [2021-05-04 09:30:24 main:581] : INFO : Epoch 1844 | loss: 0.0309563 | val_loss: 0.0313944 | Time: 1946.63 ms [2021-05-04 09:30:26 main:581] : INFO : Epoch 1845 | loss: 0.0309564 | val_loss: 0.0313166 | Time: 1887.42 ms [2021-05-04 09:30:28 main:581] : INFO : Epoch 1846 | loss: 0.0309722 | val_loss: 0.0313653 | Time: 1924.93 ms [2021-05-04 09:30:30 main:581] : INFO : Epoch 1847 | loss: 0.0309634 | val_loss: 0.0313397 | Time: 1942.9 ms [2021-05-04 09:30:32 main:581] : INFO : Epoch 1848 | loss: 0.030967 | val_loss: 0.0313534 | Time: 1849.08 ms [2021-05-04 09:30:34 main:581] : INFO : Epoch 1849 | loss: 0.0309591 | val_loss: 0.0313581 | Time: 1878.59 ms [2021-05-04 09:30:36 main:581] : INFO : Epoch 1850 | loss: 0.0309715 | val_loss: 0.0313623 | Time: 1928.36 ms [2021-05-04 09:30:38 main:581] : INFO : Epoch 1851 | loss: 0.0309725 | val_loss: 0.0313064 | Time: 1904.9 ms [2021-05-04 09:30:40 main:581] : INFO : Epoch 1852 | loss: 0.0309735 | val_loss: 0.0313859 | Time: 1928.22 ms [2021-05-04 09:30:42 main:581] : INFO : Epoch 1853 | loss: 0.0309712 | val_loss: 0.0313427 | Time: 1905.76 ms [2021-05-04 09:30:43 main:581] : INFO : Epoch 1854 | loss: 0.0309616 | val_loss: 0.0313396 | Time: 1929.83 ms [2021-05-04 09:30:45 main:581] : INFO : Epoch 1855 | loss: 0.0309737 | val_loss: 0.0313454 | Time: 1902.83 ms [2021-05-04 09:30:47 main:581] : INFO : Epoch 1856 | loss: 0.0309625 | val_loss: 0.0313639 | Time: 1958.15 ms [2021-05-04 09:30:49 main:581] : INFO : Epoch 1857 | loss: 0.0309566 | val_loss: 0.0313621 | Time: 1947.85 ms [2021-05-04 09:30:51 main:581] : INFO : Epoch 1858 | loss: 0.0309529 | val_loss: 0.0313525 | Time: 1931.99 ms [2021-05-04 09:30:53 main:581] : INFO : Epoch 1859 | loss: 0.0309585 | val_loss: 0.0313333 | Time: 1950.62 ms [2021-05-04 09:30:55 main:581] : INFO : Epoch 1860 | loss: 0.0309697 | val_loss: 0.0313235 | Time: 1930.3 ms [2021-05-04 09:30:57 main:581] : INFO : Epoch 1861 | loss: 0.030979 | val_loss: 0.0313641 | Time: 1932.24 ms [2021-05-04 09:30:59 main:581] : INFO : Epoch 1862 | loss: 0.0309737 | val_loss: 0.0313494 | Time: 1963.23 ms [2021-05-04 09:31:01 main:581] : INFO : Epoch 1863 | loss: 0.0309626 | val_loss: 0.031359 | Time: 1863.64 ms [2021-05-04 09:31:03 main:581] : INFO : Epoch 1864 | loss: 0.0309601 | val_loss: 0.0313431 | Time: 1868.58 ms [2021-05-04 09:31:05 main:581] : INFO : Epoch 1865 | loss: 0.030968 | val_loss: 0.0313779 | Time: 1874.09 ms [2021-05-04 09:31:07 main:581] : INFO : Epoch 1866 | loss: 0.0309626 | val_loss: 0.0313745 | Time: 1889.39 ms [2021-05-04 09:31:08 main:581] : INFO : Epoch 1867 | loss: 0.030961 | val_loss: 0.0313759 | Time: 1879.56 ms [2021-05-04 09:31:10 main:581] : INFO : Epoch 1868 | loss: 0.0309693 | val_loss: 0.0313204 | Time: 1941.92 ms [2021-05-04 09:31:12 main:581] : INFO : Epoch 1869 | loss: 0.0309701 | val_loss: 0.0313708 | Time: 1937.69 ms [2021-05-04 09:31:14 main:581] : INFO : Epoch 1870 | loss: 0.03097 | val_loss: 0.0313601 | Time: 1948.97 ms [2021-05-04 09:31:16 main:581] : INFO : Epoch 1871 | loss: 0.0309798 | val_loss: 0.0313253 | Time: 1907.31 ms [2021-05-04 09:31:18 main:581] : INFO : Epoch 1872 | loss: 0.0309694 | val_loss: 0.0313421 | Time: 1847.11 ms [2021-05-04 09:31:20 main:581] : INFO : Epoch 1873 | loss: 0.0309637 | val_loss: 0.0313531 | Time: 1899.4 ms [2021-05-04 09:31:22 main:581] : INFO : Epoch 1874 | loss: 0.0309628 | val_loss: 0.0313633 | Time: 1927.5 ms [2021-05-04 09:31:24 main:581] : INFO : Epoch 1875 | loss: 0.0309757 | val_loss: 0.0313687 | Time: 1934.73 ms [2021-05-04 09:31:26 main:581] : INFO : Epoch 1876 | loss: 0.0309575 | val_loss: 0.0313728 | Time: 1922.73 ms [2021-05-04 09:31:28 main:581] : INFO : Epoch 1877 | loss: 0.030968 | val_loss: 0.0313441 | Time: 1935.87 ms [2021-05-04 09:31:30 main:581] : INFO : Epoch 1878 | loss: 0.030957 | val_loss: 0.0313171 | Time: 1925.96 ms [2021-05-04 09:31:31 main:581] : INFO : Epoch 1879 | loss: 0.0309684 | val_loss: 0.0313319 | Time: 1937.05 ms [2021-05-04 09:31:33 main:581] : INFO : Epoch 1880 | loss: 0.0309701 | val_loss: 0.0313526 | Time: 1895.46 ms [2021-05-04 09:31:35 main:581] : INFO : Epoch 1881 | loss: 0.0309657 | val_loss: 0.0313845 | Time: 1926.18 ms [2021-05-04 09:31:37 main:581] : INFO : Epoch 1882 | loss: 0.0309761 | val_loss: 0.0312997 | Time: 1936.35 ms [2021-05-04 09:31:39 main:581] : INFO : Epoch 1883 | loss: 0.0309727 | val_loss: 0.0313441 | Time: 1933.84 ms [2021-05-04 09:31:41 main:581] : INFO : Epoch 1884 | loss: 0.030964 | val_loss: 0.0313692 | Time: 1948.87 ms [2021-05-04 09:31:43 main:581] : INFO : Epoch 1885 | loss: 0.0309706 | val_loss: 0.0313396 | Time: 1912.91 ms [2021-05-04 09:31:45 main:581] : INFO : Epoch 1886 | loss: 0.0309579 | val_loss: 0.0313481 | Time: 1927.66 ms [2021-05-04 09:31:47 main:581] : INFO : Epoch 1887 | loss: 0.0309677 | val_loss: 0.0314051 | Time: 1931.58 ms [2021-05-04 09:31:49 main:581] : INFO : Epoch 1888 | loss: 0.0309679 | val_loss: 0.0313647 | Time: 1918.61 ms [2021-05-04 09:31:51 main:581] : INFO : Epoch 1889 | loss: 0.030983 | val_loss: 0.0312909 | Time: 1915.52 ms [2021-05-04 09:31:53 main:581] : INFO : Epoch 1890 | loss: 0.0309734 | val_loss: 0.0313525 | Time: 1872.59 ms [2021-05-04 09:31:54 main:581] : INFO : Epoch 1891 | loss: 0.0309615 | val_loss: 0.031385 | Time: 1870.63 ms [2021-05-04 09:31:56 main:581] : INFO : Epoch 1892 | loss: 0.0309523 | val_loss: 0.0313672 | Time: 1933.72 ms [2021-05-04 09:31:58 main:581] : INFO : Epoch 1893 | loss: 0.0309612 | val_loss: 0.0313677 | Time: 1901.24 ms [2021-05-04 09:32:00 main:581] : INFO : Epoch 1894 | loss: 0.030963 | val_loss: 0.0313186 | Time: 1921.35 ms [2021-05-04 09:32:02 main:581] : INFO : Epoch 1895 | loss: 0.0309749 | val_loss: 0.0313652 | Time: 1901.14 ms [2021-05-04 09:32:04 main:581] : INFO : Epoch 1896 | loss: 0.03097 | val_loss: 0.0313675 | Time: 1932.72 ms [2021-05-04 09:32:06 main:581] : INFO : Epoch 1897 | loss: 0.0309699 | val_loss: 0.0313094 | Time: 1929.62 ms [2021-05-04 09:32:08 main:581] : INFO : Epoch 1898 | loss: 0.0309686 | val_loss: 0.031327 | Time: 1918.42 ms [2021-05-04 09:32:10 main:581] : INFO : Epoch 1899 | loss: 0.0309611 | val_loss: 0.0313712 | Time: 1894.37 ms [2021-05-04 09:32:12 main:581] : INFO : Epoch 1900 | loss: 0.0309603 | val_loss: 0.0313439 | Time: 1884.14 ms [2021-05-04 09:32:14 main:581] : INFO : Epoch 1901 | loss: 0.0309621 | val_loss: 0.0313489 | Time: 1932.63 ms [2021-05-04 09:32:16 main:581] : INFO : Epoch 1902 | loss: 0.0309624 | val_loss: 0.0313431 | Time: 1926.79 ms [2021-05-04 09:32:17 main:581] : INFO : Epoch 1903 | loss: 0.0309632 | val_loss: 0.0313201 | Time: 1893.5 ms [2021-05-04 09:32:19 main:581] : INFO : Epoch 1904 | loss: 0.0309748 | val_loss: 0.0314126 | Time: 1901.59 ms [2021-05-04 09:32:21 main:581] : INFO : Epoch 1905 | loss: 0.0309714 | val_loss: 0.0313347 | Time: 1917.69 ms [2021-05-04 09:32:23 main:581] : INFO : Epoch 1906 | loss: 0.0309654 | val_loss: 0.0313527 | Time: 1914.16 ms [2021-05-04 09:32:25 main:581] : INFO : Epoch 1907 | loss: 0.0309719 | val_loss: 0.0313758 | Time: 1921.12 ms [2021-05-04 09:32:27 main:581] : INFO : Epoch 1908 | loss: 0.0309731 | val_loss: 0.0313445 | Time: 1918.42 ms [2021-05-04 09:32:29 main:581] : INFO : Epoch 1909 | loss: 0.0309692 | val_loss: 0.031352 | Time: 1958.96 ms [2021-05-04 09:32:31 main:581] : INFO : Epoch 1910 | loss: 0.0309618 | val_loss: 0.0313569 | Time: 1930.3 ms [2021-05-04 09:32:33 main:581] : INFO : Epoch 1911 | loss: 0.0309604 | val_loss: 0.0313528 | Time: 1945.42 ms [2021-05-04 09:32:35 main:581] : INFO : Epoch 1912 | loss: 0.0309614 | val_loss: 0.0313036 | Time: 1935.82 ms [2021-05-04 09:32:37 main:581] : INFO : Epoch 1913 | loss: 0.0309696 | val_loss: 0.0313835 | Time: 1914.99 ms [2021-05-04 09:32:39 main:581] : INFO : Epoch 1914 | loss: 0.0309618 | val_loss: 0.0313066 | Time: 1944.31 ms [2021-05-04 09:32:40 main:581] : INFO : Epoch 1915 | loss: 0.0309716 | val_loss: 0.0313509 | Time: 1833.12 ms [2021-05-04 09:32:42 main:581] : INFO : Epoch 1916 | loss: 0.030975 | val_loss: 0.0313377 | Time: 1880.44 ms [2021-05-04 09:32:44 main:581] : INFO : Epoch 1917 | loss: 0.030974 | val_loss: 0.0313934 | Time: 1936.31 ms [2021-05-04 09:32:46 main:581] : INFO : Epoch 1918 | loss: 0.030965 | val_loss: 0.0313509 | Time: 1938.13 ms [2021-05-04 09:32:48 main:581] : INFO : Epoch 1919 | loss: 0.0309628 | val_loss: 0.0313238 | Time: 1898.58 ms [2021-05-04 09:32:50 main:581] : INFO : Epoch 1920 | loss: 0.0309652 | val_loss: 0.0314231 | Time: 1931.61 ms [2021-05-04 09:32:52 main:581] : INFO : Epoch 1921 | loss: 0.0309655 | val_loss: 0.0313258 | Time: 1875.82 ms [2021-05-04 09:32:54 main:581] : INFO : Epoch 1922 | loss: 0.0309542 | val_loss: 0.0313989 | Time: 1929.35 ms [2021-05-04 09:32:56 main:581] : INFO : Epoch 1923 | loss: 0.0309608 | val_loss: 0.0313517 | Time: 1891.22 ms [2021-05-04 09:32:58 main:581] : INFO : Epoch 1924 | loss: 0.0309626 | val_loss: 0.0313689 | Time: 1928.35 ms [2021-05-04 09:33:00 main:581] : INFO : Epoch 1925 | loss: 0.0309655 | val_loss: 0.0313493 | Time: 1898.65 ms [2021-05-04 09:33:01 main:581] : INFO : Epoch 1926 | loss: 0.0309673 | val_loss: 0.0313925 | Time: 1880.44 ms [2021-05-04 09:33:03 main:581] : INFO : Epoch 1927 | loss: 0.0309652 | val_loss: 0.031374 | Time: 1878.03 ms [2021-05-04 09:33:05 main:581] : INFO : Epoch 1928 | loss: 0.030955 | val_loss: 0.0313331 | Time: 1906.29 ms [2021-05-04 09:33:07 main:581] : INFO : Epoch 1929 | loss: 0.0309616 | val_loss: 0.0313544 | Time: 1929.78 ms [2021-05-04 09:33:09 main:581] : INFO : Epoch 1930 | loss: 0.0309551 | val_loss: 0.0313535 | Time: 1882.12 ms [2021-05-04 09:33:11 main:581] : INFO : Epoch 1931 | loss: 0.0309634 | val_loss: 0.0313481 | Time: 1927.2 ms [2021-05-04 09:33:13 main:581] : INFO : Epoch 1932 | loss: 0.0309686 | val_loss: 0.0313552 | Time: 1944.17 ms [2021-05-04 09:33:15 main:581] : INFO : Epoch 1933 | loss: 0.0309699 | val_loss: 0.0313785 | Time: 1927.06 ms [2021-05-04 09:33:17 main:581] : INFO : Epoch 1934 | loss: 0.0309759 | val_loss: 0.0313342 | Time: 1941.93 ms [2021-05-04 09:33:19 main:581] : INFO : Epoch 1935 | loss: 0.0309638 | val_loss: 0.0313492 | Time: 1957.84 ms [2021-05-04 09:33:21 main:581] : INFO : Epoch 1936 | loss: 0.0309699 | val_loss: 0.0313535 | Time: 1935.52 ms [2021-05-04 09:33:23 main:581] : INFO : Epoch 1937 | loss: 0.0309615 | val_loss: 0.0313746 | Time: 1901.34 ms [2021-05-04 09:33:25 main:581] : INFO : Epoch 1938 | loss: 0.0309599 | val_loss: 0.0313224 | Time: 1964.34 ms [2021-05-04 09:33:26 main:581] : INFO : Epoch 1939 | loss: 0.0309588 | val_loss: 0.0313592 | Time: 1876.1 ms [2021-05-04 09:33:28 main:581] : INFO : Epoch 1940 | loss: 0.0309605 | val_loss: 0.0313507 | Time: 1890.04 ms [2021-05-04 09:33:30 main:581] : INFO : Epoch 1941 | loss: 0.0309567 | val_loss: 0.031337 | Time: 1917.38 ms [2021-05-04 09:33:32 main:581] : INFO : Epoch 1942 | loss: 0.0309633 | val_loss: 0.0313249 | Time: 1950.54 ms [2021-05-04 09:33:34 main:581] : INFO : Epoch 1943 | loss: 0.0309679 | val_loss: 0.0313625 | Time: 1942.9 ms [2021-05-04 09:33:36 main:581] : INFO : Epoch 1944 | loss: 0.0309634 | val_loss: 0.0313481 | Time: 1945.66 ms [2021-05-04 09:33:38 main:581] : INFO : Epoch 1945 | loss: 0.0309626 | val_loss: 0.0313482 | Time: 1950.76 ms [2021-05-04 09:33:40 main:581] : INFO : Epoch 1946 | loss: 0.03096 | val_loss: 0.0313435 | Time: 1940.86 ms [2021-05-04 09:33:42 main:581] : INFO : Epoch 1947 | loss: 0.0309676 | val_loss: 0.0313632 | Time: 1931.36 ms [2021-05-04 09:33:44 main:581] : INFO : Epoch 1948 | loss: 0.0309741 | val_loss: 0.031333 | Time: 1921.04 ms [2021-05-04 09:33:46 main:581] : INFO : Epoch 1949 | loss: 0.0309683 | val_loss: 0.0313592 | Time: 1908.89 ms [2021-05-04 09:33:48 main:581] : INFO : Epoch 1950 | loss: 0.0309701 | val_loss: 0.0313338 | Time: 1919.78 ms [2021-05-04 09:33:50 main:581] : INFO : Epoch 1951 | loss: 0.0309639 | val_loss: 0.0313436 | Time: 1896.72 ms [2021-05-04 09:33:51 main:581] : INFO : Epoch 1952 | loss: 0.0309601 | val_loss: 0.0313503 | Time: 1873.87 ms [2021-05-04 09:33:53 main:581] : INFO : Epoch 1953 | loss: 0.0309797 | val_loss: 0.0313283 | Time: 1881.59 ms [2021-05-04 09:33:55 main:581] : INFO : Epoch 1954 | loss: 0.0309829 | val_loss: 0.0313978 | Time: 1938.52 ms [2021-05-04 09:33:57 main:581] : INFO : Epoch 1955 | loss: 0.0309762 | val_loss: 0.0313422 | Time: 1953.92 ms [2021-05-04 09:33:59 main:581] : INFO : Epoch 1956 | loss: 0.0309811 | val_loss: 0.0313348 | Time: 1952.88 ms [2021-05-04 09:34:01 main:581] : INFO : Epoch 1957 | loss: 0.0309607 | val_loss: 0.0313432 | Time: 1935.8 ms [2021-05-04 09:34:03 main:581] : INFO : Epoch 1958 | loss: 0.0309739 | val_loss: 0.0313442 | Time: 1952.05 ms [2021-05-04 09:34:05 main:581] : INFO : Epoch 1959 | loss: 0.0309677 | val_loss: 0.0313172 | Time: 1890.81 ms [2021-05-04 09:34:07 main:581] : INFO : Epoch 1960 | loss: 0.0309692 | val_loss: 0.0313551 | Time: 1915.87 ms [2021-05-04 09:34:09 main:581] : INFO : Epoch 1961 | loss: 0.0309722 | val_loss: 0.031369 | Time: 1899.96 ms [2021-05-04 09:34:11 main:581] : INFO : Epoch 1962 | loss: 0.0309572 | val_loss: 0.0313827 | Time: 1887.25 ms [2021-05-04 09:34:13 main:581] : INFO : Epoch 1963 | loss: 0.0309559 | val_loss: 0.0313733 | Time: 1884.97 ms [2021-05-04 09:34:14 main:581] : INFO : Epoch 1964 | loss: 0.0309678 | val_loss: 0.0313688 | Time: 1899.31 ms [2021-05-04 09:34:16 main:581] : INFO : Epoch 1965 | loss: 0.0309587 | val_loss: 0.0313657 | Time: 1938.01 ms [2021-05-04 09:34:18 main:581] : INFO : Epoch 1966 | loss: 0.0309628 | val_loss: 0.0313655 | Time: 1940.76 ms [2021-05-04 09:34:20 main:581] : INFO : Epoch 1967 | loss: 0.0309665 | val_loss: 0.0313481 | Time: 1943.88 ms [2021-05-04 09:34:22 main:581] : INFO : Epoch 1968 | loss: 0.0309704 | val_loss: 0.0313345 | Time: 1911.58 ms [2021-05-04 09:34:24 main:581] : INFO : Epoch 1969 | loss: 0.0309651 | val_loss: 0.0313225 | Time: 1933.5 ms [2021-05-04 09:34:26 main:581] : INFO : Epoch 1970 | loss: 0.0309654 | val_loss: 0.0314107 | Time: 1917.74 ms [2021-05-04 09:34:28 main:581] : INFO : Epoch 1971 | loss: 0.0309638 | val_loss: 0.0313183 | Time: 1916.29 ms [2021-05-04 09:34:30 main:581] : INFO : Epoch 1972 | loss: 0.0309622 | val_loss: 0.0313626 | Time: 1924.52 ms [2021-05-04 09:34:32 main:581] : INFO : Epoch 1973 | loss: 0.0309791 | val_loss: 0.0313485 | Time: 1949.08 ms [2021-05-04 09:34:34 main:581] : INFO : Epoch 1974 | loss: 0.0309726 | val_loss: 0.0313503 | Time: 1921.02 ms [2021-05-04 09:34:36 main:581] : INFO : Epoch 1975 | loss: 0.0309647 | val_loss: 0.0313548 | Time: 1883.75 ms [2021-05-04 09:34:38 main:581] : INFO : Epoch 1976 | loss: 0.0309659 | val_loss: 0.0314159 | Time: 1929.99 ms [2021-05-04 09:34:39 main:581] : INFO : Epoch 1977 | loss: 0.0309635 | val_loss: 0.0313235 | Time: 1911.33 ms [2021-05-04 09:34:41 main:581] : INFO : Epoch 1978 | loss: 0.0309698 | val_loss: 0.0313782 | Time: 1923.35 ms [2021-05-04 09:34:43 main:581] : INFO : Epoch 1979 | loss: 0.0309594 | val_loss: 0.0313771 | Time: 1904.5 ms [2021-05-04 09:34:45 main:581] : INFO : Epoch 1980 | loss: 0.0309717 | val_loss: 0.0313352 | Time: 1925.28 ms [2021-05-04 09:34:47 main:581] : INFO : Epoch 1981 | loss: 0.030958 | val_loss: 0.0313922 | Time: 1924.17 ms [2021-05-04 09:34:49 main:581] : INFO : Epoch 1982 | loss: 0.0309596 | val_loss: 0.0313243 | Time: 1938.28 ms [2021-05-04 09:34:51 main:581] : INFO : Epoch 1983 | loss: 0.0309586 | val_loss: 0.0313583 | Time: 1926.51 ms [2021-05-04 09:34:53 main:581] : INFO : Epoch 1984 | loss: 0.030956 | val_loss: 0.031347 | Time: 1934.13 ms [2021-05-04 09:34:55 main:581] : INFO : Epoch 1985 | loss: 0.0309652 | val_loss: 0.0313315 | Time: 1898.24 ms [2021-05-04 09:34:57 main:581] : INFO : Epoch 1986 | loss: 0.0309688 | val_loss: 0.0313837 | Time: 1934.92 ms [2021-05-04 09:34:59 main:581] : INFO : Epoch 1987 | loss: 0.0309618 | val_loss: 0.0313873 | Time: 1978.58 ms [2021-05-04 09:35:01 main:581] : INFO : Epoch 1988 | loss: 0.0309709 | val_loss: 0.0313149 | Time: 1941.29 ms [2021-05-04 09:35:03 main:581] : INFO : Epoch 1989 | loss: 0.0309704 | val_loss: 0.0313481 | Time: 1929.47 ms [2021-05-04 09:35:05 main:581] : INFO : Epoch 1990 | loss: 0.0309734 | val_loss: 0.0313386 | Time: 1932.7 ms [2021-05-04 09:35:06 main:581] : INFO : Epoch 1991 | loss: 0.0309653 | val_loss: 0.0313546 | Time: 1950.1 ms [2021-05-04 09:35:08 main:581] : INFO : Epoch 1992 | loss: 0.0309801 | val_loss: 0.0313273 | Time: 1944.4 ms [2021-05-04 09:35:10 main:581] : INFO : Epoch 1993 | loss: 0.0309731 | val_loss: 0.0313691 | Time: 1865.16 ms [2021-05-04 09:35:12 main:581] : INFO : Epoch 1994 | loss: 0.030971 | val_loss: 0.0313105 | Time: 1922.24 ms [2021-05-04 09:35:14 main:581] : INFO : Epoch 1995 | loss: 0.0309613 | val_loss: 0.0313602 | Time: 1885.05 ms [2021-05-04 09:35:16 main:581] : INFO : Epoch 1996 | loss: 0.0309628 | val_loss: 0.0313252 | Time: 1883.85 ms [2021-05-04 09:35:18 main:581] : INFO : Epoch 1997 | loss: 0.0309738 | val_loss: 0.0314145 | Time: 1871.3 ms [2021-05-04 09:35:20 main:581] : INFO : Epoch 1998 | loss: 0.030955 | val_loss: 0.0313515 | Time: 1908.87 ms [2021-05-04 09:35:22 main:581] : INFO : Epoch 1999 | loss: 0.0309604 | val_loss: 0.0313484 | Time: 1906.99 ms [2021-05-04 09:35:24 main:581] : INFO : Epoch 2000 | loss: 0.0309589 | val_loss: 0.0313553 | Time: 1884.21 ms [2021-05-04 09:35:25 main:581] : INFO : Epoch 2001 | loss: 0.0309616 | val_loss: 0.0313753 | Time: 1855.92 ms [2021-05-04 09:35:27 main:581] : INFO : Epoch 2002 | loss: 0.0309625 | val_loss: 0.0313231 | Time: 1933.42 ms [2021-05-04 09:35:29 main:581] : INFO : Epoch 2003 | loss: 0.0309632 | val_loss: 0.0313331 | Time: 1874.63 ms [2021-05-04 09:35:31 main:581] : INFO : Epoch 2004 | loss: 0.0309622 | val_loss: 0.0313315 | Time: 1874.65 ms [2021-05-04 09:35:33 main:581] : INFO : Epoch 2005 | loss: 0.0309609 | val_loss: 0.0313682 | Time: 1928 ms [2021-05-04 09:35:35 main:581] : INFO : Epoch 2006 | loss: 0.0309679 | val_loss: 0.0313691 | Time: 1908.75 ms [2021-05-04 09:35:37 main:581] : INFO : Epoch 2007 | loss: 0.0309635 | val_loss: 0.0313188 | Time: 1926.14 ms [2021-05-04 09:35:39 main:581] : INFO : Epoch 2008 | loss: 0.0309597 | val_loss: 0.0313569 | Time: 1908.15 ms [2021-05-04 09:35:41 main:581] : INFO : Epoch 2009 | loss: 0.0309709 | val_loss: 0.0313552 | Time: 1926.19 ms [2021-05-04 09:35:43 main:581] : INFO : Epoch 2010 | loss: 0.0309617 | val_loss: 0.0314023 | Time: 1936.12 ms [2021-05-04 09:35:45 main:581] : INFO : Epoch 2011 | loss: 0.0309623 | val_loss: 0.0313485 | Time: 1886.64 ms [2021-05-04 09:35:46 main:581] : INFO : Epoch 2012 | loss: 0.0309581 | val_loss: 0.0313405 | Time: 1912.53 ms [2021-05-04 09:35:48 main:581] : INFO : Epoch 2013 | loss: 0.0309686 | val_loss: 0.0313311 | Time: 2030.66 ms [2021-05-04 09:35:51 main:581] : INFO : Epoch 2014 | loss: 0.030963 | val_loss: 0.0313555 | Time: 2066.05 ms [2021-05-04 09:35:52 main:581] : INFO : Epoch 2015 | loss: 0.0309592 | val_loss: 0.0313428 | Time: 1890.26 ms [2021-05-04 09:35:54 main:581] : INFO : Epoch 2016 | loss: 0.0309644 | val_loss: 0.0313648 | Time: 1946.96 ms [2021-05-04 09:35:56 main:581] : INFO : Epoch 2017 | loss: 0.0309663 | val_loss: 0.0313615 | Time: 1869.17 ms [2021-05-04 09:35:58 main:581] : INFO : Epoch 2018 | loss: 0.0309655 | val_loss: 0.0313341 | Time: 1934.79 ms [2021-05-04 09:36:00 main:581] : INFO : Epoch 2019 | loss: 0.0309588 | val_loss: 0.0313444 | Time: 1954.13 ms [2021-05-04 09:36:02 main:581] : INFO : Epoch 2020 | loss: 0.0309662 | val_loss: 0.0313245 | Time: 1862.89 ms [2021-05-04 09:36:04 main:581] : INFO : Epoch 2021 | loss: 0.0310103 | val_loss: 0.0313192 | Time: 1885.37 ms [2021-05-04 09:36:06 main:581] : INFO : Epoch 2022 | loss: 0.0309939 | val_loss: 0.0313595 | Time: 1936.98 ms [2021-05-04 09:36:08 main:581] : INFO : Epoch 2023 | loss: 0.0309749 | val_loss: 0.031356 | Time: 1951.78 ms [2021-05-04 09:36:10 main:581] : INFO : Epoch 2024 | loss: 0.0309655 | val_loss: 0.0313651 | Time: 1915.39 ms [2021-05-04 09:36:12 main:581] : INFO : Epoch 2025 | loss: 0.0309601 | val_loss: 0.0313493 | Time: 1912.75 ms [2021-05-04 09:36:13 main:581] : INFO : Epoch 2026 | loss: 0.0309703 | val_loss: 0.0313502 | Time: 1894.37 ms [2021-05-04 09:36:15 main:581] : INFO : Epoch 2027 | loss: 0.0309737 | val_loss: 0.0313428 | Time: 1920.91 ms [2021-05-04 09:36:17 main:581] : INFO : Epoch 2028 | loss: 0.030969 | val_loss: 0.0313645 | Time: 1930.75 ms [2021-05-04 09:36:19 main:581] : INFO : Epoch 2029 | loss: 0.0309775 | val_loss: 0.0313577 | Time: 1927.7 ms [2021-05-04 09:36:21 main:581] : INFO : Epoch 2030 | loss: 0.0309672 | val_loss: 0.0314263 | Time: 1922.75 ms [2021-05-04 09:36:23 main:581] : INFO : Epoch 2031 | loss: 0.0309671 | val_loss: 0.0313195 | Time: 1933.93 ms [2021-05-04 09:36:25 main:581] : INFO : Epoch 2032 | loss: 0.0309706 | val_loss: 0.0313236 | Time: 1937.09 ms [2021-05-04 09:36:27 main:581] : INFO : Epoch 2033 | loss: 0.0309649 | val_loss: 0.0313667 | Time: 1913.25 ms [2021-05-04 09:36:29 main:581] : INFO : Epoch 2034 | loss: 0.030962 | val_loss: 0.0313469 | Time: 1946.88 ms [2021-05-04 09:36:31 main:581] : INFO : Epoch 2035 | loss: 0.0309618 | val_loss: 0.0313624 | Time: 1880.09 ms [2021-05-04 09:36:33 main:581] : INFO : Epoch 2036 | loss: 0.0309733 | val_loss: 0.0313439 | Time: 1875.92 ms [2021-05-04 09:36:35 main:581] : INFO : Epoch 2037 | loss: 0.0309678 | val_loss: 0.0313743 | Time: 1961.46 ms [2021-05-04 09:36:37 main:581] : INFO : Epoch 2038 | loss: 0.030968 | val_loss: 0.0313262 | Time: 1939.4 ms [2021-05-04 09:36:39 main:581] : INFO : Epoch 2039 | loss: 0.0309708 | val_loss: 0.0313734 | Time: 1941.76 ms [2021-05-04 09:36:40 main:581] : INFO : Epoch 2040 | loss: 0.0309597 | val_loss: 0.0313706 | Time: 1906.42 ms [2021-05-04 09:36:42 main:581] : INFO : Epoch 2041 | loss: 0.0309633 | val_loss: 0.031329 | Time: 1926.07 ms [2021-05-04 09:36:44 main:581] : INFO : Epoch 2042 | loss: 0.0309576 | val_loss: 0.0313439 | Time: 1932.03 ms [2021-05-04 09:36:46 main:581] : INFO : Epoch 2043 | loss: 0.0309531 | val_loss: 0.0313543 | Time: 1907.69 ms [2021-05-04 09:36:48 main:581] : INFO : Epoch 2044 | loss: 0.0309522 | val_loss: 0.0313876 | Time: 1938.33 ms [2021-05-04 09:36:50 main:581] : INFO : Epoch 2045 | loss: 0.0309556 | val_loss: 0.0313749 | Time: 1901.6 ms [2021-05-04 09:36:52 main:581] : INFO : Epoch 2046 | loss: 0.0309582 | val_loss: 0.0313711 | Time: 1864.76 ms [2021-05-04 09:36:54 main:581] : INFO : Epoch 2047 | loss: 0.030966 | val_loss: 0.0313577 | Time: 1946.4 ms [2021-05-04 09:36:56 main:581] : INFO : Epoch 2048 | loss: 0.0309575 | val_loss: 0.0313553 | Time: 1923.19 ms [2021-05-04 09:36:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313553 [2021-05-04 09:36:56 main:610] : INFO : Saving end state to config to file [2021-05-04 09:36:56 main:615] : INFO : Success, exiting.. 09:36:56 (4028807): 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)