Task 8504383
| Name | ParityModified-1634618078-5949-2_0 |
| Workunit | 6003999 |
| Created | 29 Oct 2021, 23:52:37 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 2 Nov 2021, 1:57:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 44 sec |
| CPU time | 1 hours 4 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0:55 main:581] : INFO : Epoch 1538 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 1859 ms [2021-11-01 21:40:57 main:581] : INFO : Epoch 1539 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 1865.58 ms [2021-11-01 21:40:59 main:581] : INFO : Epoch 1540 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 1951.23 ms [2021-11-01 21:41:01 main:581] : INFO : Epoch 1541 | loss: 0.0311569 | val_loss: 0.03117 | Time: 1920.17 ms [2021-11-01 21:41:03 main:581] : INFO : Epoch 1542 | loss: 0.0311577 | val_loss: 0.031172 | Time: 1900.31 ms [2021-11-01 21:41:05 main:581] : INFO : Epoch 1543 | loss: 0.0311567 | val_loss: 0.0311739 | Time: 1862.7 ms [2021-11-01 21:41:06 main:581] : INFO : Epoch 1544 | loss: 0.0311569 | val_loss: 0.0311718 | Time: 1861.7 ms [2021-11-01 21:41:08 main:581] : INFO : Epoch 1545 | loss: 0.0311581 | val_loss: 0.0311709 | Time: 1862.12 ms [2021-11-01 21:41:10 main:581] : INFO : Epoch 1546 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 1885.76 ms [2021-11-01 21:41:12 main:581] : INFO : Epoch 1547 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1944.26 ms [2021-11-01 21:41:14 main:581] : INFO : Epoch 1548 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1858.73 ms [2021-11-01 21:41:16 main:581] : INFO : Epoch 1549 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1923.24 ms [2021-11-01 21:41:18 main:581] : INFO : Epoch 1550 | loss: 0.0311606 | val_loss: 0.031174 | Time: 1939.88 ms [2021-11-01 21:41:20 main:581] : INFO : Epoch 1551 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 1914.86 ms [2021-11-01 21:41:22 main:581] : INFO : Epoch 1552 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 1883.27 ms [2021-11-01 21:41:23 main:581] : INFO : Epoch 1553 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 1859.98 ms [2021-11-01 21:41:25 main:581] : INFO : Epoch 1554 | loss: 0.0311557 | val_loss: 0.03117 | Time: 1860.04 ms [2021-11-01 21:41:27 main:581] : INFO : Epoch 1555 | loss: 0.0311555 | val_loss: 0.0311716 | Time: 1865.11 ms [2021-11-01 21:41:29 main:581] : INFO : Epoch 1556 | loss: 0.0311568 | val_loss: 0.031172 | Time: 1924.25 ms [2021-11-01 21:41:31 main:581] : INFO : Epoch 1557 | loss: 0.0311554 | val_loss: 0.0311715 | Time: 1951.75 ms [2021-11-01 21:41:33 main:581] : INFO : Epoch 1558 | loss: 0.0311557 | val_loss: 0.031174 | Time: 1947.92 ms [2021-11-01 21:41:35 main:581] : INFO : Epoch 1559 | loss: 0.0311551 | val_loss: 0.0311766 | Time: 1947.35 ms [2021-11-01 21:41:37 main:581] : INFO : Epoch 1560 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 1944.59 ms [2021-11-01 21:41:39 main:581] : INFO : Epoch 1561 | loss: 0.0311541 | val_loss: 0.0311725 | Time: 1945.35 ms [2021-11-01 21:41:41 main:581] : INFO : Epoch 1562 | loss: 0.0311547 | val_loss: 0.0311752 | Time: 1984.28 ms [2021-11-01 21:41:43 main:581] : INFO : Epoch 1563 | loss: 0.0311554 | val_loss: 0.0311755 | Time: 1961.7 ms [2021-11-01 21:41:45 main:581] : INFO : Epoch 1564 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 1941.74 ms [2021-11-01 21:41:47 main:581] : INFO : Epoch 1565 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 1939.46 ms [2021-11-01 21:41:49 main:581] : INFO : Epoch 1566 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 1908.09 ms [2021-11-01 21:41:50 main:581] : INFO : Epoch 1567 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 1860.16 ms [2021-11-01 21:41:52 main:581] : INFO : Epoch 1568 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 1855.26 ms [2021-11-01 21:41:54 main:581] : INFO : Epoch 1569 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 1888.61 ms [2021-11-01 21:41:56 main:581] : INFO : Epoch 1570 | loss: 0.0311536 | val_loss: 0.0311737 | Time: 1944.84 ms [2021-11-01 21:41:58 main:581] : INFO : Epoch 1571 | loss: 0.0311564 | val_loss: 0.0311789 | Time: 1942.07 ms [2021-11-01 21:42:00 main:581] : INFO : Epoch 1572 | loss: 0.0311564 | val_loss: 0.0311724 | Time: 1934.81 ms [2021-11-01 21:42:02 main:581] : INFO : Epoch 1573 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 1945.65 ms [2021-11-01 21:42:04 main:581] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0311725 | Time: 1935.03 ms [2021-11-01 21:42:06 main:581] : INFO : Epoch 1575 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 1962.09 ms [2021-11-01 21:42:08 main:581] : INFO : Epoch 1576 | loss: 0.0311529 | val_loss: 0.0311734 | Time: 1942.89 ms [2021-11-01 21:42:10 main:581] : INFO : Epoch 1577 | loss: 0.0311525 | val_loss: 0.0311732 | Time: 1953.66 ms [2021-11-01 21:42:12 main:581] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311738 | Time: 1940.54 ms [2021-11-01 21:42:14 main:581] : INFO : Epoch 1579 | loss: 0.0311532 | val_loss: 0.0311709 | Time: 1962.59 ms [2021-11-01 21:42:16 main:581] : INFO : Epoch 1580 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 1985.63 ms [2021-11-01 21:42:18 main:581] : INFO : Epoch 1581 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 1960.2 ms [2021-11-01 21:42:20 main:581] : INFO : Epoch 1582 | loss: 0.0311542 | val_loss: 0.0311736 | Time: 1939.63 ms [2021-11-01 21:42:21 main:581] : INFO : Epoch 1583 | loss: 0.0311543 | val_loss: 0.0311725 | Time: 1862.98 ms [2021-11-01 21:42:23 main:581] : INFO : Epoch 1584 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 1866.81 ms [2021-11-01 21:42:25 main:581] : INFO : Epoch 1585 | loss: 0.0311533 | val_loss: 0.0311713 | Time: 1863.39 ms [2021-11-01 21:42:27 main:581] : INFO : Epoch 1586 | loss: 0.0311537 | val_loss: 0.0311714 | Time: 1862.13 ms [2021-11-01 21:42:29 main:581] : INFO : Epoch 1587 | loss: 0.0311538 | val_loss: 0.0311732 | Time: 1858.48 ms [2021-11-01 21:42:31 main:581] : INFO : Epoch 1588 | loss: 0.031155 | val_loss: 0.0311708 | Time: 1859.37 ms [2021-11-01 21:42:33 main:581] : INFO : Epoch 1589 | loss: 0.0311543 | val_loss: 0.0311737 | Time: 1886.87 ms [2021-11-01 21:42:35 main:581] : INFO : Epoch 1590 | loss: 0.0311543 | val_loss: 0.0311744 | Time: 1926.05 ms [2021-11-01 21:42:36 main:581] : INFO : Epoch 1591 | loss: 0.0311535 | val_loss: 0.0311738 | Time: 1892.15 ms [2021-11-01 21:42:38 main:581] : INFO : Epoch 1592 | loss: 0.031155 | val_loss: 0.0311757 | Time: 1865.59 ms [2021-11-01 21:42:40 main:581] : INFO : Epoch 1593 | loss: 0.0311601 | val_loss: 0.0311837 | Time: 1859.17 ms [2021-11-01 21:42:42 main:581] : INFO : Epoch 1594 | loss: 0.0311591 | val_loss: 0.0311753 | Time: 1865.96 ms [2021-11-01 21:42:44 main:581] : INFO : Epoch 1595 | loss: 0.0311544 | val_loss: 0.0311729 | Time: 1858.76 ms [2021-11-01 21:42:46 main:581] : INFO : Epoch 1596 | loss: 0.031155 | val_loss: 0.0311745 | Time: 1888.28 ms [2021-11-01 21:42:48 main:581] : INFO : Epoch 1597 | loss: 0.0311532 | val_loss: 0.0311733 | Time: 1956.49 ms [2021-11-01 21:42:50 main:581] : INFO : Epoch 1598 | loss: 0.0311537 | val_loss: 0.0311745 | Time: 1935.9 ms [2021-11-01 21:42:52 main:581] : INFO : Epoch 1599 | loss: 0.031153 | val_loss: 0.0311726 | Time: 1944.86 ms [2021-11-01 21:42:54 main:581] : INFO : Epoch 1600 | loss: 0.0311533 | val_loss: 0.0311723 | Time: 1915.87 ms [2021-11-01 21:42:55 main:581] : INFO : Epoch 1601 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 1854.35 ms [2021-11-01 21:42:57 main:581] : INFO : Epoch 1602 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 1853.1 ms [2021-11-01 21:42:59 main:581] : INFO : Epoch 1603 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 1849.22 ms [2021-11-01 21:43:01 main:581] : INFO : Epoch 1604 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1854.84 ms [2021-11-01 21:43:03 main:581] : INFO : Epoch 1605 | loss: 0.0311601 | val_loss: 0.0311779 | Time: 1852.09 ms [2021-11-01 21:43:05 main:581] : INFO : Epoch 1606 | loss: 0.0311602 | val_loss: 0.0311821 | Time: 1863.37 ms [2021-11-01 21:43:07 main:581] : INFO : Epoch 1607 | loss: 0.031159 | val_loss: 0.0311731 | Time: 1862.02 ms [2021-11-01 21:43:08 main:581] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.0311726 | Time: 1860.53 ms [2021-11-01 21:43:10 main:581] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311731 | Time: 1860.15 ms [2021-11-01 21:43:12 main:581] : INFO : Epoch 1610 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 1860.17 ms [2021-11-01 21:43:14 main:581] : INFO : Epoch 1611 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 1862.49 ms [2021-11-01 21:43:16 main:581] : INFO : Epoch 1612 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 1862 ms [2021-11-01 21:43:18 main:581] : INFO : Epoch 1613 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 1858.69 ms [2021-11-01 21:43:20 main:581] : INFO : Epoch 1614 | loss: 0.0311533 | val_loss: 0.0311693 | Time: 1856.2 ms [2021-11-01 21:43:21 main:581] : INFO : Epoch 1615 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 1859.13 ms [2021-11-01 21:43:23 main:581] : INFO : Epoch 1616 | loss: 0.0311527 | val_loss: 0.0311723 | Time: 1859.93 ms [2021-11-01 21:43:25 main:581] : INFO : Epoch 1617 | loss: 0.0311542 | val_loss: 0.0311734 | Time: 1859.64 ms [2021-11-01 21:43:27 main:581] : INFO : Epoch 1618 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 1856.09 ms [2021-11-01 21:43:29 main:581] : INFO : Epoch 1619 | loss: 0.0311527 | val_loss: 0.0311709 | Time: 1856.46 ms [2021-11-01 21:43:31 main:581] : INFO : Epoch 1620 | loss: 0.031153 | val_loss: 0.0311714 | Time: 1859.79 ms [2021-11-01 21:43:33 main:581] : INFO : Epoch 1621 | loss: 0.0311527 | val_loss: 0.0311713 | Time: 1883.4 ms [2021-11-01 21:43:35 main:581] : INFO : Epoch 1622 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 1944.47 ms [2021-11-01 21:43:36 main:581] : INFO : Epoch 1623 | loss: 0.0311513 | val_loss: 0.0311739 | Time: 1944.42 ms [2021-11-01 21:43:38 main:581] : INFO : Epoch 1624 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1946.75 ms [2021-11-01 21:43:40 main:581] : INFO : Epoch 1625 | loss: 0.0311516 | val_loss: 0.0311767 | Time: 1943.91 ms [2021-11-01 21:43:42 main:581] : INFO : Epoch 1626 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 1888.34 ms [2021-11-01 21:43:44 main:581] : INFO : Epoch 1627 | loss: 0.0311508 | val_loss: 0.0311713 | Time: 1938.55 ms [2021-11-01 21:43:46 main:581] : INFO : Epoch 1628 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 1925.91 ms [2021-11-01 21:43:48 main:581] : INFO : Epoch 1629 | loss: 0.0311508 | val_loss: 0.0311724 | Time: 1909.61 ms [2021-11-01 21:43:50 main:581] : INFO : Epoch 1630 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 1903.19 ms [2021-11-01 21:43:52 main:581] : INFO : Epoch 1631 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 1935.95 ms [2021-11-01 21:43:54 main:581] : INFO : Epoch 1632 | loss: 0.0311535 | val_loss: 0.0311767 | Time: 1916.97 ms [2021-11-01 21:43:56 main:581] : INFO : Epoch 1633 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 1943.18 ms [2021-11-01 21:43:58 main:581] : INFO : Epoch 1634 | loss: 0.0311521 | val_loss: 0.0311767 | Time: 1870.15 ms [2021-11-01 21:44:00 main:581] : INFO : Epoch 1635 | loss: 0.0311519 | val_loss: 0.0311715 | Time: 1933.49 ms [2021-11-01 21:44:01 main:581] : INFO : Epoch 1636 | loss: 0.0311522 | val_loss: 0.0311778 | Time: 1938.27 ms [2021-11-01 21:44:03 main:581] : INFO : Epoch 1637 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 1895.77 ms [2021-11-01 21:44:05 main:581] : INFO : Epoch 1638 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 1862.42 ms [2021-11-01 21:44:07 main:581] : INFO : Epoch 1639 | loss: 0.0311497 | val_loss: 0.0311707 | Time: 1855.81 ms [2021-11-01 21:44:09 main:581] : INFO : Epoch 1640 | loss: 0.0311494 | val_loss: 0.0311775 | Time: 1852.56 ms [2021-11-01 21:44:11 main:581] : INFO : Epoch 1641 | loss: 0.0311501 | val_loss: 0.0311711 | Time: 1855.31 ms [2021-11-01 21:44:13 main:581] : INFO : Epoch 1642 | loss: 0.0311495 | val_loss: 0.0311718 | Time: 1927.45 ms [2021-11-01 21:44:15 main:581] : INFO : Epoch 1643 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 1907.45 ms [2021-11-01 21:44:16 main:581] : INFO : Epoch 1644 | loss: 0.0311489 | val_loss: 0.0311751 | Time: 1861.26 ms [2021-11-01 21:44:18 main:581] : INFO : Epoch 1645 | loss: 0.0311492 | val_loss: 0.0311761 | Time: 1858.3 ms [2021-11-01 21:44:20 main:581] : INFO : Epoch 1646 | loss: 0.0311508 | val_loss: 0.0311756 | Time: 1871.53 ms [2021-11-01 21:44:22 main:581] : INFO : Epoch 1647 | loss: 0.0311516 | val_loss: 0.0311775 | Time: 1947.88 ms [2021-11-01 21:44:24 main:581] : INFO : Epoch 1648 | loss: 0.0311505 | val_loss: 0.0311729 | Time: 1947.26 ms [2021-11-01 21:44:26 main:581] : INFO : Epoch 1649 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 1948.1 ms [2021-11-01 21:44:28 main:581] : INFO : Epoch 1650 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 1866.83 ms [2021-11-01 21:44:30 main:581] : INFO : Epoch 1651 | loss: 0.0311499 | val_loss: 0.0311684 | Time: 1937.39 ms [2021-11-01 21:44:32 main:581] : INFO : Epoch 1652 | loss: 0.031156 | val_loss: 0.0311735 | Time: 1948.76 ms [2021-11-01 21:44:34 main:581] : INFO : Epoch 1653 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 1946.16 ms [2021-11-01 21:44:36 main:581] : INFO : Epoch 1654 | loss: 0.0311558 | val_loss: 0.0311748 | Time: 1926.51 ms [2021-11-01 21:44:38 main:581] : INFO : Epoch 1655 | loss: 0.0311553 | val_loss: 0.0311714 | Time: 1861 ms [2021-11-01 21:44:39 main:581] : INFO : Epoch 1656 | loss: 0.031154 | val_loss: 0.0311703 | Time: 1858.56 ms [2021-11-01 21:44:41 main:581] : INFO : Epoch 1657 | loss: 0.0311529 | val_loss: 0.031171 | Time: 1858.29 ms [2021-11-01 21:44:43 main:581] : INFO : Epoch 1658 | loss: 0.0311515 | val_loss: 0.0311701 | Time: 1870.84 ms [2021-11-01 21:44:45 main:581] : INFO : Epoch 1659 | loss: 0.0311533 | val_loss: 0.0311722 | Time: 1878.15 ms [2021-11-01 21:44:47 main:581] : INFO : Epoch 1660 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 1956.35 ms [2021-11-01 21:44:49 main:581] : INFO : Epoch 1661 | loss: 0.0311574 | val_loss: 0.0311747 | Time: 1859.7 ms [2021-11-01 21:44:51 main:581] : INFO : Epoch 1662 | loss: 0.0311581 | val_loss: 0.0311748 | Time: 1866.66 ms [2021-11-01 21:44:53 main:581] : INFO : Epoch 1663 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 1864.03 ms [2021-11-01 21:44:54 main:581] : INFO : Epoch 1664 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 1860.64 ms [2021-11-01 21:44:56 main:581] : INFO : Epoch 1665 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 1855.66 ms [2021-11-01 21:44:58 main:581] : INFO : Epoch 1666 | loss: 0.0311518 | val_loss: 0.0311686 | Time: 1857.19 ms [2021-11-01 21:45:00 main:581] : INFO : Epoch 1667 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 1859.18 ms [2021-11-01 21:45:02 main:581] : INFO : Epoch 1668 | loss: 0.0311541 | val_loss: 0.03117 | Time: 1859.55 ms [2021-11-01 21:45:04 main:581] : INFO : Epoch 1669 | loss: 0.0311545 | val_loss: 0.0311753 | Time: 1871.12 ms [2021-11-01 21:45:06 main:581] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311709 | Time: 1862.24 ms [2021-11-01 21:45:07 main:581] : INFO : Epoch 1671 | loss: 0.031154 | val_loss: 0.0311708 | Time: 1913.62 ms [2021-11-01 21:45:09 main:581] : INFO : Epoch 1672 | loss: 0.0311527 | val_loss: 0.0311712 | Time: 1945.34 ms [2021-11-01 21:45:11 main:581] : INFO : Epoch 1673 | loss: 0.031152 | val_loss: 0.0311686 | Time: 1929.88 ms [2021-11-01 21:45:13 main:581] : INFO : Epoch 1674 | loss: 0.0311506 | val_loss: 0.0311731 | Time: 1909.96 ms [2021-11-01 21:45:15 main:581] : INFO : Epoch 1675 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 1867.33 ms [2021-11-01 21:45:17 main:581] : INFO : Epoch 1676 | loss: 0.0311512 | val_loss: 0.0311725 | Time: 1868.27 ms [2021-11-01 21:45:19 main:581] : INFO : Epoch 1677 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 1897.09 ms [2021-11-01 21:45:21 main:581] : INFO : Epoch 1678 | loss: 0.0311498 | val_loss: 0.0311683 | Time: 1952.76 ms [2021-11-01 21:45:23 main:581] : INFO : Epoch 1679 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1951.14 ms [2021-11-01 21:45:25 main:581] : INFO : Epoch 1680 | loss: 0.03115 | val_loss: 0.0311703 | Time: 1966.32 ms [2021-11-01 21:45:27 main:581] : INFO : Epoch 1681 | loss: 0.0311498 | val_loss: 0.0311732 | Time: 1958 ms [2021-11-01 21:45:29 main:581] : INFO : Epoch 1682 | loss: 0.0311496 | val_loss: 0.0311732 | Time: 1975.99 ms [2021-11-01 21:45:31 main:581] : INFO : Epoch 1683 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 1946.53 ms [2021-11-01 21:45:33 main:581] : INFO : Epoch 1684 | loss: 0.0311503 | val_loss: 0.0311733 | Time: 1867.45 ms [2021-11-01 21:45:34 main:581] : INFO : Epoch 1685 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 1868.13 ms [2021-11-01 21:45:36 main:581] : INFO : Epoch 1686 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 1936.52 ms [2021-11-01 21:45:38 main:581] : INFO : Epoch 1687 | loss: 0.0311513 | val_loss: 0.0311755 | Time: 1892.71 ms [2021-11-01 21:45:40 main:581] : INFO : Epoch 1688 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 1939.77 ms [2021-11-01 21:45:42 main:581] : INFO : Epoch 1689 | loss: 0.0311506 | val_loss: 0.0311726 | Time: 1913.03 ms [2021-11-01 21:45:44 main:581] : INFO : Epoch 1690 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 1921.49 ms [2021-11-01 21:45:46 main:581] : INFO : Epoch 1691 | loss: 0.031149 | val_loss: 0.0311753 | Time: 1949.53 ms [2021-11-01 21:45:48 main:581] : INFO : Epoch 1692 | loss: 0.0311484 | val_loss: 0.0311698 | Time: 1956.13 ms [2021-11-01 21:45:50 main:581] : INFO : Epoch 1693 | loss: 0.03115 | val_loss: 0.031171 | Time: 1955.61 ms [2021-11-01 21:45:52 main:581] : INFO : Epoch 1694 | loss: 0.0311499 | val_loss: 0.0311757 | Time: 1931.75 ms [2021-11-01 21:45:54 main:581] : INFO : Epoch 1695 | loss: 0.031162 | val_loss: 0.031183 | Time: 1958.14 ms [2021-11-01 21:45:56 main:581] : INFO : Epoch 1696 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 1964.96 ms [2021-11-01 21:45:58 main:581] : INFO : Epoch 1697 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 1962.66 ms [2021-11-01 21:46:00 main:581] : INFO : Epoch 1698 | loss: 0.031162 | val_loss: 0.0311837 | Time: 1971.5 ms [2021-11-01 21:46:02 main:581] : INFO : Epoch 1699 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 1956.34 ms [2021-11-01 21:46:04 main:581] : INFO : Epoch 1700 | loss: 0.0311647 | val_loss: 0.031179 | Time: 1949.54 ms [2021-11-01 21:46:06 main:581] : INFO : Epoch 1701 | loss: 0.031162 | val_loss: 0.03118 | Time: 1951.44 ms [2021-11-01 21:46:07 main:581] : INFO : Epoch 1702 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 1966.12 ms [2021-11-01 21:46:09 main:581] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311756 | Time: 1953.83 ms [2021-11-01 21:46:11 main:581] : INFO : Epoch 1704 | loss: 0.031159 | val_loss: 0.0311771 | Time: 1954.11 ms [2021-11-01 21:46:13 main:581] : INFO : Epoch 1705 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 1877.65 ms [2021-11-01 21:46:15 main:581] : INFO : Epoch 1706 | loss: 0.0311608 | val_loss: 0.031177 | Time: 1860.42 ms [2021-11-01 21:46:17 main:581] : INFO : Epoch 1707 | loss: 0.0311626 | val_loss: 0.0311978 | Time: 1860.03 ms [2021-11-01 21:46:19 main:581] : INFO : Epoch 1708 | loss: 0.031175 | val_loss: 0.0311809 | Time: 1922.5 ms [2021-11-01 21:46:21 main:581] : INFO : Epoch 1709 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 1968.66 ms [2021-11-01 21:46:23 main:581] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.031175 | Time: 1954.72 ms [2021-11-01 21:46:25 main:581] : INFO : Epoch 1711 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 1957.09 ms [2021-11-01 21:46:27 main:581] : INFO : Epoch 1712 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1949.04 ms [2021-11-01 21:46:29 main:581] : INFO : Epoch 1713 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 1928.81 ms [2021-11-01 21:46:31 main:581] : INFO : Epoch 1714 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1952.01 ms [2021-11-01 21:46:33 main:581] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.031175 | Time: 1956.3 ms [2021-11-01 21:46:35 main:581] : INFO : Epoch 1716 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 1958.4 ms [2021-11-01 21:46:36 main:581] : INFO : Epoch 1717 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 1952.6 ms [2021-11-01 21:46:38 main:581] : INFO : Epoch 1718 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 1954.62 ms [2021-11-01 21:46:40 main:581] : INFO : Epoch 1719 | loss: 0.0311587 | val_loss: 0.0311748 | Time: 1949.53 ms [2021-11-01 21:46:42 main:581] : INFO : Epoch 1720 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 1958.02 ms [2021-11-01 21:46:44 main:581] : INFO : Epoch 1721 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 1952.03 ms [2021-11-01 21:46:46 main:581] : INFO : Epoch 1722 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 1950.74 ms [2021-11-01 21:46:48 main:581] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 1956.1 ms [2021-11-01 21:46:50 main:581] : INFO : Epoch 1724 | loss: 0.031156 | val_loss: 0.0311658 | Time: 1953.58 ms [2021-11-01 21:46:52 main:581] : INFO : Epoch 1725 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1957.7 ms [2021-11-01 21:46:54 main:581] : INFO : Epoch 1726 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1955.08 ms [2021-11-01 21:46:56 main:581] : INFO : Epoch 1727 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 1954.11 ms [2021-11-01 21:46:58 main:581] : INFO : Epoch 1728 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 1948.09 ms [2021-11-01 21:47:00 main:581] : INFO : Epoch 1729 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1977.72 ms [2021-11-01 21:47:02 main:581] : INFO : Epoch 1730 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1997.54 ms [2021-11-01 21:47:04 main:581] : INFO : Epoch 1731 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 1949.43 ms [2021-11-01 21:47:06 main:581] : INFO : Epoch 1732 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 1976.74 ms [2021-11-01 21:47:08 main:581] : INFO : Epoch 1733 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1969.66 ms [2021-11-01 21:47:10 main:581] : INFO : Epoch 1734 | loss: 0.0311641 | val_loss: 0.0311771 | Time: 1950.54 ms [2021-11-01 21:47:12 main:581] : INFO : Epoch 1735 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 1948.58 ms [2021-11-01 21:47:14 main:581] : INFO : Epoch 1736 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 1946.08 ms [2021-11-01 21:47:16 main:581] : INFO : Epoch 1737 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 1949.14 ms [2021-11-01 21:47:18 main:581] : INFO : Epoch 1738 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 1874.64 ms [2021-11-01 21:47:19 main:581] : INFO : Epoch 1739 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 1859.91 ms [2021-11-01 21:47:21 main:581] : INFO : Epoch 1740 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 1871.83 ms [2021-11-01 21:47:23 main:581] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.0311697 | Time: 1869.63 ms [2021-11-01 21:47:25 main:581] : INFO : Epoch 1742 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 1873.8 ms [2021-11-01 21:47:27 main:581] : INFO : Epoch 1743 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 1954.41 ms [2021-11-01 21:47:29 main:581] : INFO : Epoch 1744 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 1948.16 ms [2021-11-01 21:47:31 main:581] : INFO : Epoch 1745 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1920.93 ms [2021-11-01 21:47:33 main:581] : INFO : Epoch 1746 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 1940.41 ms [2021-11-01 21:47:35 main:581] : INFO : Epoch 1747 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 1949.55 ms [2021-11-01 21:47:37 main:581] : INFO : Epoch 1748 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 1949.74 ms [2021-11-01 21:47:39 main:581] : INFO : Epoch 1749 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 1951.2 ms [2021-11-01 21:47:41 main:581] : INFO : Epoch 1750 | loss: 0.0311767 | val_loss: 0.0311753 | Time: 1944.98 ms [2021-11-01 21:47:42 main:581] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 1866.58 ms [2021-11-01 21:47:44 main:581] : INFO : Epoch 1752 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 1874.97 ms [2021-11-01 21:47:46 main:581] : INFO : Epoch 1753 | loss: 0.031169 | val_loss: 0.0311707 | Time: 1900.65 ms [2021-11-01 21:47:48 main:581] : INFO : Epoch 1754 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1942.24 ms [2021-11-01 21:47:50 main:581] : INFO : Epoch 1755 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1977.3 ms [2021-11-01 21:47:52 main:581] : INFO : Epoch 1756 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 1954.15 ms [2021-11-01 21:47:54 main:581] : INFO : Epoch 1757 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 1947.88 ms [2021-11-01 21:47:56 main:581] : INFO : Epoch 1758 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 1886.23 ms [2021-11-01 21:47:58 main:581] : INFO : Epoch 1759 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 1859.37 ms [2021-11-01 21:48:00 main:581] : INFO : Epoch 1760 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 1860.77 ms [2021-11-01 21:48:01 main:581] : INFO : Epoch 1761 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1859.32 ms [2021-11-01 21:48:03 main:581] : INFO : Epoch 1762 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1858.79 ms [2021-11-01 21:48:05 main:581] : INFO : Epoch 1763 | loss: 0.0311674 | val_loss: 0.0311695 | Time: 1922.92 ms [2021-11-01 21:48:07 main:581] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 1944.93 ms [2021-11-01 21:48:09 main:581] : INFO : Epoch 1765 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1865.81 ms [2021-11-01 21:48:11 main:581] : INFO : Epoch 1766 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 1860.43 ms [2021-11-01 21:48:13 main:581] : INFO : Epoch 1767 | loss: 0.031163 | val_loss: 0.0311679 | Time: 1860.6 ms [2021-11-01 21:48:15 main:581] : INFO : Epoch 1768 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1858.7 ms [2021-11-01 21:48:17 main:581] : INFO : Epoch 1769 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 1859.33 ms [2021-11-01 21:48:18 main:581] : INFO : Epoch 1770 | loss: 0.0311615 | val_loss: 0.0311666 | Time: 1862.94 ms [2021-11-01 21:48:20 main:581] : INFO : Epoch 1771 | loss: 0.0311615 | val_loss: 0.03117 | Time: 1865.03 ms [2021-11-01 21:48:22 main:581] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1863.11 ms [2021-11-01 21:48:24 main:581] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1863.69 ms [2021-11-01 21:48:26 main:581] : INFO : Epoch 1774 | loss: 0.0311619 | val_loss: 0.0311675 | Time: 1926 ms [2021-11-01 21:48:28 main:581] : INFO : Epoch 1775 | loss: 0.031162 | val_loss: 0.0311684 | Time: 1908.77 ms [2021-11-01 21:48:30 main:581] : INFO : Epoch 1776 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 1865.29 ms [2021-11-01 21:48:32 main:581] : INFO : Epoch 1777 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 1867.54 ms [2021-11-01 21:48:33 main:581] : INFO : Epoch 1778 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 1867.64 ms [2021-11-01 21:48:35 main:581] : INFO : Epoch 1779 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 1866.11 ms [2021-11-01 21:48:37 main:581] : INFO : Epoch 1780 | loss: 0.0311605 | val_loss: 0.0311677 | Time: 1864.5 ms [2021-11-01 21:48:39 main:581] : INFO : Epoch 1781 | loss: 0.0311606 | val_loss: 0.031172 | Time: 1860.08 ms [2021-11-01 21:48:41 main:581] : INFO : Epoch 1782 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 1854.13 ms [2021-11-01 21:48:43 main:581] : INFO : Epoch 1783 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1927 ms [2021-11-01 21:48:45 main:581] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1943.3 ms [2021-11-01 21:48:47 main:581] : INFO : Epoch 1785 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1959.92 ms [2021-11-01 21:48:49 main:581] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 1953.97 ms [2021-11-01 21:48:51 main:581] : INFO : Epoch 1787 | loss: 0.031158 | val_loss: 0.0311683 | Time: 1959.94 ms [2021-11-01 21:48:53 main:581] : INFO : Epoch 1788 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 1953.21 ms [2021-11-01 21:48:55 main:581] : INFO : Epoch 1789 | loss: 0.0311571 | val_loss: 0.0311674 | Time: 1955.84 ms [2021-11-01 21:48:56 main:581] : INFO : Epoch 1790 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1963.62 ms [2021-11-01 21:48:58 main:581] : INFO : Epoch 1791 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 1955.47 ms [2021-11-01 21:49:00 main:581] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 1941.05 ms [2021-11-01 21:49:02 main:581] : INFO : Epoch 1793 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 1860.14 ms [2021-11-01 21:49:04 main:581] : INFO : Epoch 1794 | loss: 0.0311578 | val_loss: 0.0311662 | Time: 1859.04 ms [2021-11-01 21:49:06 main:581] : INFO : Epoch 1795 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 1871.2 ms [2021-11-01 21:49:08 main:581] : INFO : Epoch 1796 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1946.47 ms [2021-11-01 21:49:10 main:581] : INFO : Epoch 1797 | loss: 0.031159 | val_loss: 0.0311668 | Time: 1980.86 ms [2021-11-01 21:49:12 main:581] : INFO : Epoch 1798 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 1963.81 ms [2021-11-01 21:49:14 main:581] : INFO : Epoch 1799 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 1963.33 ms [2021-11-01 21:49:16 main:581] : INFO : Epoch 1800 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1949 ms [2021-11-01 21:49:18 main:581] : INFO : Epoch 1801 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 1979.96 ms [2021-11-01 21:49:20 main:581] : INFO : Epoch 1802 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 1863.09 ms [2021-11-01 21:49:21 main:581] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 1863.36 ms [2021-11-01 21:49:23 main:581] : INFO : Epoch 1804 | loss: 0.0311613 | val_loss: 0.0311686 | Time: 1864.97 ms [2021-11-01 21:49:25 main:581] : INFO : Epoch 1805 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 1896.16 ms [2021-11-01 21:49:27 main:581] : INFO : Epoch 1806 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1947.89 ms [2021-11-01 21:49:29 main:581] : INFO : Epoch 1807 | loss: 0.031158 | val_loss: 0.0311654 | Time: 1933.12 ms [2021-11-01 21:49:31 main:581] : INFO : Epoch 1808 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1859.39 ms [2021-11-01 21:49:33 main:581] : INFO : Epoch 1809 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1856.22 ms [2021-11-01 21:49:35 main:581] : INFO : Epoch 1810 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 1855.63 ms [2021-11-01 21:49:37 main:581] : INFO : Epoch 1811 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 1855.38 ms [2021-11-01 21:49:38 main:581] : INFO : Epoch 1812 | loss: 0.031159 | val_loss: 0.0311658 | Time: 1855.14 ms [2021-11-01 21:49:40 main:581] : INFO : Epoch 1813 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 1852.06 ms [2021-11-01 21:49:42 main:581] : INFO : Epoch 1814 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 1861.17 ms [2021-11-01 21:49:44 main:581] : INFO : Epoch 1815 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 1859.16 ms [2021-11-01 21:49:46 main:581] : INFO : Epoch 1816 | loss: 0.0311568 | val_loss: 0.0311654 | Time: 1860.95 ms [2021-11-01 21:49:48 main:581] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1859.7 ms [2021-11-01 21:49:50 main:581] : INFO : Epoch 1818 | loss: 0.0311627 | val_loss: 0.0311668 | Time: 1864.37 ms [2021-11-01 21:49:51 main:581] : INFO : Epoch 1819 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 1867.73 ms [2021-11-01 21:49:53 main:581] : INFO : Epoch 1820 | loss: 0.0311604 | val_loss: 0.031168 | Time: 1866.34 ms [2021-11-01 21:49:55 main:581] : INFO : Epoch 1821 | loss: 0.031159 | val_loss: 0.0311651 | Time: 1862.84 ms [2021-11-01 21:49:57 main:581] : INFO : Epoch 1822 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 1864.35 ms [2021-11-01 21:49:59 main:581] : INFO : Epoch 1823 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 1862.58 ms [2021-11-01 21:50:01 main:581] : INFO : Epoch 1824 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 1862.53 ms [2021-11-01 21:50:03 main:581] : INFO : Epoch 1825 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1862.56 ms [2021-11-01 21:50:04 main:581] : INFO : Epoch 1826 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 1858.84 ms [2021-11-01 21:50:06 main:581] : INFO : Epoch 1827 | loss: 0.0311575 | val_loss: 0.031164 | Time: 1860.56 ms [2021-11-01 21:50:08 main:581] : INFO : Epoch 1828 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1863.76 ms [2021-11-01 21:50:10 main:581] : INFO : Epoch 1829 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 1857.71 ms [2021-11-01 21:50:12 main:581] : INFO : Epoch 1830 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 1856.7 ms [2021-11-01 21:50:14 main:581] : INFO : Epoch 1831 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 1859.18 ms [2021-11-01 21:50:16 main:581] : INFO : Epoch 1832 | loss: 0.0311551 | val_loss: 0.0311609 | Time: 1864.05 ms [2021-11-01 21:50:17 main:581] : INFO : Epoch 1833 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 1859.34 ms [2021-11-01 21:50:19 main:581] : INFO : Epoch 1834 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 1866.82 ms [2021-11-01 21:50:21 main:581] : INFO : Epoch 1835 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1864.43 ms [2021-11-01 21:50:23 main:581] : INFO : Epoch 1836 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 1859.35 ms [2021-11-01 21:50:25 main:581] : INFO : Epoch 1837 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 1863 ms [2021-11-01 21:50:27 main:581] : INFO : Epoch 1838 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 1886.42 ms [2021-11-01 21:50:29 main:581] : INFO : Epoch 1839 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 1947.6 ms [2021-11-01 21:50:31 main:581] : INFO : Epoch 1840 | loss: 0.0311544 | val_loss: 0.0311679 | Time: 1894.27 ms [2021-11-01 21:50:33 main:581] : INFO : Epoch 1841 | loss: 0.031155 | val_loss: 0.0311625 | Time: 1955.48 ms [2021-11-01 21:50:35 main:581] : INFO : Epoch 1842 | loss: 0.0311633 | val_loss: 0.0311684 | Time: 1945.15 ms [2021-11-01 21:50:37 main:581] : INFO : Epoch 1843 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1932.41 ms [2021-11-01 21:50:38 main:581] : INFO : Epoch 1844 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 1957.3 ms [2021-11-01 21:50:40 main:581] : INFO : Epoch 1845 | loss: 0.0311604 | val_loss: 0.0311652 | Time: 1946.92 ms [2021-11-01 21:50:42 main:581] : INFO : Epoch 1846 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 1896.89 ms [2021-11-01 21:50:44 main:581] : INFO : Epoch 1847 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1928.52 ms [2021-11-01 21:50:46 main:581] : INFO : Epoch 1848 | loss: 0.031157 | val_loss: 0.0311647 | Time: 1959.18 ms [2021-11-01 21:50:48 main:581] : INFO : Epoch 1849 | loss: 0.0311571 | val_loss: 0.0311631 | Time: 1931.32 ms [2021-11-01 21:50:50 main:581] : INFO : Epoch 1850 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 1939.59 ms [2021-11-01 21:50:52 main:581] : INFO : Epoch 1851 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 2006.6 ms [2021-11-01 21:50:54 main:581] : INFO : Epoch 1852 | loss: 0.031157 | val_loss: 0.0311666 | Time: 1966.31 ms [2021-11-01 21:50:56 main:581] : INFO : Epoch 1853 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 1893.49 ms [2021-11-01 21:50:58 main:581] : INFO : Epoch 1854 | loss: 0.0311571 | val_loss: 0.0311644 | Time: 1923.08 ms [2021-11-01 21:51:00 main:581] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1959.66 ms [2021-11-01 21:51:02 main:581] : INFO : Epoch 1856 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 1946.86 ms [2021-11-01 21:51:04 main:581] : INFO : Epoch 1857 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 1956.6 ms [2021-11-01 21:51:06 main:581] : INFO : Epoch 1858 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 1903.47 ms [2021-11-01 21:51:08 main:581] : INFO : Epoch 1859 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 1904.45 ms [2021-11-01 21:51:09 main:581] : INFO : Epoch 1860 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 1886.26 ms [2021-11-01 21:51:11 main:581] : INFO : Epoch 1861 | loss: 0.0311548 | val_loss: 0.0311636 | Time: 1865.57 ms [2021-11-01 21:51:13 main:581] : INFO : Epoch 1862 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 1865.07 ms [2021-11-01 21:51:15 main:581] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.0311659 | Time: 1856.07 ms [2021-11-01 21:51:17 main:581] : INFO : Epoch 1864 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 1855.43 ms [2021-11-01 21:51:19 main:581] : INFO : Epoch 1865 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 1855.31 ms [2021-11-01 21:51:21 main:581] : INFO : Epoch 1866 | loss: 0.0311601 | val_loss: 0.0311648 | Time: 1866.35 ms [2021-11-01 21:51:22 main:581] : INFO : Epoch 1867 | loss: 0.0311652 | val_loss: 0.0311684 | Time: 1907.41 ms [2021-11-01 21:51:24 main:581] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 1927.14 ms [2021-11-01 21:51:26 main:581] : INFO : Epoch 1869 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 1873.06 ms [2021-11-01 21:51:28 main:581] : INFO : Epoch 1870 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 1987.52 ms [2021-11-01 21:51:30 main:581] : INFO : Epoch 1871 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 1943.71 ms [2021-11-01 21:51:32 main:581] : INFO : Epoch 1872 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 1861.57 ms [2021-11-01 21:51:34 main:581] : INFO : Epoch 1873 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1933.95 ms [2021-11-01 21:51:36 main:581] : INFO : Epoch 1874 | loss: 0.031155 | val_loss: 0.0311654 | Time: 1944.42 ms [2021-11-01 21:51:38 main:581] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311662 | Time: 1858.84 ms [2021-11-01 21:51:40 main:581] : INFO : Epoch 1876 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 1856.56 ms [2021-11-01 21:51:42 main:581] : INFO : Epoch 1877 | loss: 0.0311531 | val_loss: 0.031169 | Time: 1873.76 ms [2021-11-01 21:51:43 main:581] : INFO : Epoch 1878 | loss: 0.031153 | val_loss: 0.0311662 | Time: 1855.19 ms [2021-11-01 21:51:45 main:581] : INFO : Epoch 1879 | loss: 0.0311519 | val_loss: 0.031164 | Time: 1855.57 ms [2021-11-01 21:51:47 main:581] : INFO : Epoch 1880 | loss: 0.0311517 | val_loss: 0.0311659 | Time: 1863.66 ms [2021-11-01 21:51:49 main:581] : INFO : Epoch 1881 | loss: 0.0311514 | val_loss: 0.0311669 | Time: 1866.05 ms [2021-11-01 21:51:51 main:581] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311667 | Time: 1864.33 ms [2021-11-01 21:51:53 main:581] : INFO : Epoch 1883 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 1863.28 ms [2021-11-01 21:51:55 main:581] : INFO : Epoch 1884 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1863.46 ms [2021-11-01 21:51:56 main:581] : INFO : Epoch 1885 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 1864.34 ms [2021-11-01 21:51:58 main:581] : INFO : Epoch 1886 | loss: 0.0311553 | val_loss: 0.0311643 | Time: 1860.51 ms [2021-11-01 21:52:00 main:581] : INFO : Epoch 1887 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 1862.28 ms [2021-11-01 21:52:02 main:581] : INFO : Epoch 1888 | loss: 0.0311502 | val_loss: 0.0311655 | Time: 1860.57 ms [2021-11-01 21:52:04 main:581] : INFO : Epoch 1889 | loss: 0.03115 | val_loss: 0.0311651 | Time: 1864.47 ms [2021-11-01 21:52:06 main:581] : INFO : Epoch 1890 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 1864 ms [2021-11-01 21:52:08 main:581] : INFO : Epoch 1891 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 1864.57 ms [2021-11-01 21:52:09 main:581] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311668 | Time: 1863.72 ms [2021-11-01 21:52:11 main:581] : INFO : Epoch 1893 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 1864.23 ms [2021-11-01 21:52:13 main:581] : INFO : Epoch 1894 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1861.07 ms [2021-11-01 21:52:15 main:581] : INFO : Epoch 1895 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 1858.99 ms [2021-11-01 21:52:17 main:581] : INFO : Epoch 1896 | loss: 0.031153 | val_loss: 0.031169 | Time: 1858.17 ms [2021-11-01 21:52:19 main:581] : INFO : Epoch 1897 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 1859.73 ms [2021-11-01 21:52:21 main:581] : INFO : Epoch 1898 | loss: 0.0311569 | val_loss: 0.031167 | Time: 1863.1 ms [2021-11-01 21:52:23 main:581] : INFO : Epoch 1899 | loss: 0.0311551 | val_loss: 0.0311643 | Time: 1860.89 ms [2021-11-01 21:52:24 main:581] : INFO : Epoch 1900 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 1893.66 ms [2021-11-01 21:52:26 main:581] : INFO : Epoch 1901 | loss: 0.031155 | val_loss: 0.0311636 | Time: 1958.04 ms [2021-11-01 21:52:28 main:581] : INFO : Epoch 1902 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 1941.28 ms [2021-11-01 21:52:30 main:581] : INFO : Epoch 1903 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 1863.69 ms [2021-11-01 21:52:32 main:581] : INFO : Epoch 1904 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 1866.33 ms [2021-11-01 21:52:34 main:581] : INFO : Epoch 1905 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1892.49 ms [2021-11-01 21:52:36 main:581] : INFO : Epoch 1906 | loss: 0.0311519 | val_loss: 0.0311652 | Time: 1923.52 ms [2021-11-01 21:52:38 main:581] : INFO : Epoch 1907 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1852.63 ms [2021-11-01 21:52:40 main:581] : INFO : Epoch 1908 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1858.06 ms [2021-11-01 21:52:41 main:581] : INFO : Epoch 1909 | loss: 0.031153 | val_loss: 0.031167 | Time: 1854.79 ms [2021-11-01 21:52:43 main:581] : INFO : Epoch 1910 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 1858.07 ms [2021-11-01 21:52:45 main:581] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311653 | Time: 1929.05 ms [2021-11-01 21:52:47 main:581] : INFO : Epoch 1912 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 1983.46 ms [2021-11-01 21:52:49 main:581] : INFO : Epoch 1913 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 1858.61 ms [2021-11-01 21:52:51 main:581] : INFO : Epoch 1914 | loss: 0.0311494 | val_loss: 0.0311648 | Time: 1858.83 ms [2021-11-01 21:52:53 main:581] : INFO : Epoch 1915 | loss: 0.031148 | val_loss: 0.0311675 | Time: 1876.23 ms [2021-11-01 21:52:55 main:581] : INFO : Epoch 1916 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 1864.65 ms [2021-11-01 21:52:57 main:581] : INFO : Epoch 1917 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 1858.6 ms [2021-11-01 21:52:58 main:581] : INFO : Epoch 1918 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 1861.32 ms [2021-11-01 21:53:00 main:581] : INFO : Epoch 1919 | loss: 0.0311491 | val_loss: 0.0311641 | Time: 1865.03 ms [2021-11-01 21:53:02 main:581] : INFO : Epoch 1920 | loss: 0.0311489 | val_loss: 0.031167 | Time: 1862.24 ms [2021-11-01 21:53:04 main:581] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 1871.32 ms [2021-11-01 21:53:06 main:581] : INFO : Epoch 1922 | loss: 0.0311492 | val_loss: 0.0311665 | Time: 1879.42 ms [2021-11-01 21:53:08 main:581] : INFO : Epoch 1923 | loss: 0.0311492 | val_loss: 0.0311662 | Time: 1872.32 ms [2021-11-01 21:53:10 main:581] : INFO : Epoch 1924 | loss: 0.0311493 | val_loss: 0.0311666 | Time: 1875.01 ms [2021-11-01 21:53:11 main:581] : INFO : Epoch 1925 | loss: 0.0311484 | val_loss: 0.0311649 | Time: 1873 ms [2021-11-01 21:53:13 main:581] : INFO : Epoch 1926 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1876.89 ms [2021-11-01 21:53:15 main:581] : INFO : Epoch 1927 | loss: 0.0311508 | val_loss: 0.0311644 | Time: 1973.83 ms [2021-11-01 21:53:17 main:581] : INFO : Epoch 1928 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1983.27 ms [2021-11-01 21:53:19 main:581] : INFO : Epoch 1929 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1959.84 ms [2021-11-01 21:53:21 main:581] : INFO : Epoch 1930 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 1867.27 ms [2021-11-01 21:53:23 main:581] : INFO : Epoch 1931 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 1942.44 ms [2021-11-01 21:53:25 main:581] : INFO : Epoch 1932 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 1947.38 ms [2021-11-01 21:53:27 main:581] : INFO : Epoch 1933 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 1861.9 ms [2021-11-01 21:53:29 main:581] : INFO : Epoch 1934 | loss: 0.0311581 | val_loss: 0.0311653 | Time: 1865.28 ms [2021-11-01 21:53:31 main:581] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 1863.32 ms [2021-11-01 21:53:32 main:581] : INFO : Epoch 1936 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 1858.48 ms [2021-11-01 21:53:34 main:581] : INFO : Epoch 1937 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 1859.43 ms [2021-11-01 21:53:36 main:581] : INFO : Epoch 1938 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1915.67 ms [2021-11-01 21:53:38 main:581] : INFO : Epoch 1939 | loss: 0.0311569 | val_loss: 0.031164 | Time: 1897.05 ms [2021-11-01 21:53:40 main:581] : INFO : Epoch 1940 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 1924.38 ms [2021-11-01 21:53:42 main:581] : INFO : Epoch 1941 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1901.64 ms [2021-11-01 21:53:44 main:581] : INFO : Epoch 1942 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 1864.55 ms [2021-11-01 21:53:46 main:581] : INFO : Epoch 1943 | loss: 0.031159 | val_loss: 0.0311657 | Time: 1855.39 ms [2021-11-01 21:53:48 main:581] : INFO : Epoch 1944 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1881.91 ms [2021-11-01 21:53:49 main:581] : INFO : Epoch 1945 | loss: 0.031158 | val_loss: 0.0311658 | Time: 1882.33 ms [2021-11-01 21:53:52 main:581] : INFO : Epoch 1946 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 2048.69 ms [2021-11-01 21:53:53 main:581] : INFO : Epoch 1947 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 1956.59 ms [2021-11-01 21:53:55 main:581] : INFO : Epoch 1948 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1898.46 ms [2021-11-01 21:53:57 main:581] : INFO : Epoch 1949 | loss: 0.0311746 | val_loss: 0.0311912 | Time: 1885.74 ms [2021-11-01 21:53:59 main:581] : INFO : Epoch 1950 | loss: 0.0311856 | val_loss: 0.0311814 | Time: 1882.38 ms [2021-11-01 21:54:01 main:581] : INFO : Epoch 1951 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 1862.95 ms [2021-11-01 21:54:03 main:581] : INFO : Epoch 1952 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1865.66 ms [2021-11-01 21:54:05 main:581] : INFO : Epoch 1953 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1861.45 ms [2021-11-01 21:54:07 main:581] : INFO : Epoch 1954 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 1856.92 ms [2021-11-01 21:54:08 main:581] : INFO : Epoch 1955 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 1883.89 ms [2021-11-01 21:54:10 main:581] : INFO : Epoch 1956 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 1861.89 ms [2021-11-01 21:54:12 main:581] : INFO : Epoch 1957 | loss: 0.0311682 | val_loss: 0.031173 | Time: 1929.24 ms [2021-11-01 21:54:14 main:581] : INFO : Epoch 1958 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 1959.78 ms [2021-11-01 21:54:16 main:581] : INFO : Epoch 1959 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1958.15 ms [2021-11-01 21:54:18 main:581] : INFO : Epoch 1960 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1942.86 ms [2021-11-01 21:54:20 main:581] : INFO : Epoch 1961 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1985.6 ms [2021-11-01 21:54:22 main:581] : INFO : Epoch 1962 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1865.52 ms [2021-11-01 21:54:24 main:581] : INFO : Epoch 1963 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 1854.9 ms [2021-11-01 21:54:26 main:581] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.031173 | Time: 1858.49 ms [2021-11-01 21:54:28 main:581] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 1909.89 ms [2021-11-01 21:54:30 main:581] : INFO : Epoch 1966 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 1954.61 ms [2021-11-01 21:54:32 main:581] : INFO : Epoch 1967 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 1963.7 ms [2021-11-01 21:54:33 main:581] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311845 | Time: 1861.46 ms [2021-11-01 21:54:35 main:581] : INFO : Epoch 1969 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 1867.19 ms [2021-11-01 21:54:37 main:581] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311787 | Time: 1868.31 ms [2021-11-01 21:54:39 main:581] : INFO : Epoch 1971 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 1947.15 ms [2021-11-01 21:54:41 main:581] : INFO : Epoch 1972 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1944.01 ms [2021-11-01 21:54:43 main:581] : INFO : Epoch 1973 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 1946.47 ms [2021-11-01 21:54:45 main:581] : INFO : Epoch 1974 | loss: 0.031159 | val_loss: 0.0311692 | Time: 1869.99 ms [2021-11-01 21:54:47 main:581] : INFO : Epoch 1975 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 1863.52 ms [2021-11-01 21:54:49 main:581] : INFO : Epoch 1976 | loss: 0.031162 | val_loss: 0.0311712 | Time: 1863.75 ms [2021-11-01 21:54:50 main:581] : INFO : Epoch 1977 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1861.25 ms [2021-11-01 21:54:52 main:581] : INFO : Epoch 1978 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 1940.31 ms [2021-11-01 21:54:54 main:581] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 1862.46 ms [2021-11-01 21:54:56 main:581] : INFO : Epoch 1980 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 1863.4 ms [2021-11-01 21:54:58 main:581] : INFO : Epoch 1981 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 1861.4 ms [2021-11-01 21:55:00 main:581] : INFO : Epoch 1982 | loss: 0.0311601 | val_loss: 0.0311671 | Time: 1862.89 ms [2021-11-01 21:55:02 main:581] : INFO : Epoch 1983 | loss: 0.0311585 | val_loss: 0.03117 | Time: 1868.32 ms [2021-11-01 21:55:04 main:581] : INFO : Epoch 1984 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 1885.03 ms [2021-11-01 21:55:06 main:581] : INFO : Epoch 1985 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1954.66 ms [2021-11-01 21:55:07 main:581] : INFO : Epoch 1986 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 1861.17 ms [2021-11-01 21:55:09 main:581] : INFO : Epoch 1987 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1864.45 ms [2021-11-01 21:55:11 main:581] : INFO : Epoch 1988 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1870 ms [2021-11-01 21:55:13 main:581] : INFO : Epoch 1989 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1871.13 ms [2021-11-01 21:55:15 main:581] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1864.48 ms [2021-11-01 21:55:17 main:581] : INFO : Epoch 1991 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 1859.42 ms [2021-11-01 21:55:19 main:581] : INFO : Epoch 1992 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1874.09 ms [2021-11-01 21:55:21 main:581] : INFO : Epoch 1993 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1949.69 ms [2021-11-01 21:55:22 main:581] : INFO : Epoch 1994 | loss: 0.031168 | val_loss: 0.0311737 | Time: 1916.19 ms [2021-11-01 21:55:24 main:581] : INFO : Epoch 1995 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1862.29 ms [2021-11-01 21:55:26 main:581] : INFO : Epoch 1996 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1855.08 ms [2021-11-01 21:55:28 main:581] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 1856.47 ms [2021-11-01 21:55:30 main:581] : INFO : Epoch 1998 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1860.09 ms [2021-11-01 21:55:32 main:581] : INFO : Epoch 1999 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 1866.88 ms [2021-11-01 21:55:34 main:581] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.031171 | Time: 1870.32 ms [2021-11-01 21:55:35 main:581] : INFO : Epoch 2001 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 1868.43 ms [2021-11-01 21:55:37 main:581] : INFO : Epoch 2002 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 1865.33 ms [2021-11-01 21:55:39 main:581] : INFO : Epoch 2003 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 1867.32 ms [2021-11-01 21:55:41 main:581] : INFO : Epoch 2004 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 1867.85 ms [2021-11-01 21:55:43 main:581] : INFO : Epoch 2005 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 1866.48 ms [2021-11-01 21:55:45 main:581] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 1861.15 ms [2021-11-01 21:55:47 main:581] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 1865.88 ms [2021-11-01 21:55:49 main:581] : INFO : Epoch 2008 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1863.36 ms [2021-11-01 21:55:50 main:581] : INFO : Epoch 2009 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1861.55 ms [2021-11-01 21:55:52 main:581] : INFO : Epoch 2010 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 1861.46 ms [2021-11-01 21:55:54 main:581] : INFO : Epoch 2011 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 1851.28 ms [2021-11-01 21:55:56 main:581] : INFO : Epoch 2012 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 1851.59 ms [2021-11-01 21:55:58 main:581] : INFO : Epoch 2013 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 1848.17 ms [2021-11-01 21:56:00 main:581] : INFO : Epoch 2014 | loss: 0.0311678 | val_loss: 0.0311711 | Time: 1847.84 ms [2021-11-01 21:56:02 main:581] : INFO : Epoch 2015 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 1850.42 ms [2021-11-01 21:56:03 main:581] : INFO : Epoch 2016 | loss: 0.031166 | val_loss: 0.0311706 | Time: 1862.15 ms [2021-11-01 21:56:05 main:581] : INFO : Epoch 2017 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 1867.43 ms [2021-11-01 21:56:07 main:581] : INFO : Epoch 2018 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 1866.31 ms [2021-11-01 21:56:09 main:581] : INFO : Epoch 2019 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1864.3 ms [2021-11-01 21:56:11 main:581] : INFO : Epoch 2020 | loss: 0.0311639 | val_loss: 0.031171 | Time: 1861.41 ms [2021-11-01 21:56:13 main:581] : INFO : Epoch 2021 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 1870.7 ms [2021-11-01 21:56:15 main:581] : INFO : Epoch 2022 | loss: 0.0311647 | val_loss: 0.031172 | Time: 1916.79 ms [2021-11-01 21:56:17 main:581] : INFO : Epoch 2023 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1910.38 ms [2021-11-01 21:56:18 main:581] : INFO : Epoch 2024 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 1867.78 ms [2021-11-01 21:56:20 main:581] : INFO : Epoch 2025 | loss: 0.0311616 | val_loss: 0.031173 | Time: 1860.47 ms [2021-11-01 21:56:22 main:581] : INFO : Epoch 2026 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1859.85 ms [2021-11-01 21:56:24 main:581] : INFO : Epoch 2027 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 1860.52 ms [2021-11-01 21:56:26 main:581] : INFO : Epoch 2028 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 1860.93 ms [2021-11-01 21:56:28 main:581] : INFO : Epoch 2029 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 1853.07 ms [2021-11-01 21:56:30 main:581] : INFO : Epoch 2030 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 1853.48 ms [2021-11-01 21:56:31 main:581] : INFO : Epoch 2031 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 1862.29 ms [2021-11-01 21:56:33 main:581] : INFO : Epoch 2032 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 1863.28 ms [2021-11-01 21:56:35 main:581] : INFO : Epoch 2033 | loss: 0.0311621 | val_loss: 0.03117 | Time: 1862.04 ms [2021-11-01 21:56:37 main:581] : INFO : Epoch 2034 | loss: 0.031162 | val_loss: 0.0311713 | Time: 1859.02 ms [2021-11-01 21:56:39 main:581] : INFO : Epoch 2035 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 1863.18 ms [2021-11-01 21:56:41 main:581] : INFO : Epoch 2036 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 1865.61 ms [2021-11-01 21:56:43 main:581] : INFO : Epoch 2037 | loss: 0.0311622 | val_loss: 0.0311711 | Time: 1862.04 ms [2021-11-01 21:56:44 main:581] : INFO : Epoch 2038 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 1859.8 ms [2021-11-01 21:56:46 main:581] : INFO : Epoch 2039 | loss: 0.0311608 | val_loss: 0.031171 | Time: 1859.88 ms [2021-11-01 21:56:48 main:581] : INFO : Epoch 2040 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 1855.9 ms [2021-11-01 21:56:50 main:581] : INFO : Epoch 2041 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 1855.16 ms [2021-11-01 21:56:52 main:581] : INFO : Epoch 2042 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 1863.55 ms [2021-11-01 21:56:54 main:581] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 1854 ms [2021-11-01 21:56:56 main:581] : INFO : Epoch 2044 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 1856.93 ms [2021-11-01 21:56:57 main:581] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 1855.68 ms [2021-11-01 21:56:59 main:581] : INFO : Epoch 2046 | loss: 0.0311651 | val_loss: 0.031177 | Time: 1854.38 ms [2021-11-01 21:57:01 main:581] : INFO : Epoch 2047 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 1855.63 ms [2021-11-01 21:57:03 main:581] : INFO : Epoch 2048 | loss: 0.0357451 | val_loss: 0.0386445 | Time: 1859.27 ms [2021-11-01 21:57:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0386445 [2021-11-01 21:57:03 main:610] : INFO : Saving end state to config to file [2021-11-01 21:57:03 main:615] : INFO : Success, exiting.. 21:57:03 (1065164): 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)