Task 13965989
| Name | ParityModified-1647043971-20976-3-0_0 |
| Workunit | 11038403 |
| Created | 29 Mar 2022, 9:20:53 UTC |
| Sent | 3 Apr 2022, 13:05:12 UTC |
| Report deadline | 11 Apr 2022, 13:05:12 UTC |
| Received | 5 Apr 2022, 8:42:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 6 min |
| CPU time | 1 hours 5 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 04-05 10:25:32 main:581] : INFO : Epoch 1538 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 1923.69 ms [2022-04-05 10:25:34 main:581] : INFO : Epoch 1539 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 1979.54 ms [2022-04-05 10:25:36 main:581] : INFO : Epoch 1540 | loss: 0.0311519 | val_loss: 0.0311751 | Time: 1926.81 ms [2022-04-05 10:25:38 main:581] : INFO : Epoch 1541 | loss: 0.0311502 | val_loss: 0.031177 | Time: 1929.95 ms [2022-04-05 10:25:40 main:581] : INFO : Epoch 1542 | loss: 0.0311631 | val_loss: 0.0311814 | Time: 1946.94 ms [2022-04-05 10:25:42 main:581] : INFO : Epoch 1543 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 1988.79 ms [2022-04-05 10:25:44 main:581] : INFO : Epoch 1544 | loss: 0.0311567 | val_loss: 0.0311706 | Time: 1907.15 ms [2022-04-05 10:25:46 main:581] : INFO : Epoch 1545 | loss: 0.031158 | val_loss: 0.0311701 | Time: 1901.9 ms [2022-04-05 10:25:48 main:581] : INFO : Epoch 1546 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1913.72 ms [2022-04-05 10:25:50 main:581] : INFO : Epoch 1547 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1905.85 ms [2022-04-05 10:25:52 main:581] : INFO : Epoch 1548 | loss: 0.0311539 | val_loss: 0.0311685 | Time: 1913.33 ms [2022-04-05 10:25:53 main:581] : INFO : Epoch 1549 | loss: 0.0311541 | val_loss: 0.0311823 | Time: 1900.61 ms [2022-04-05 10:25:55 main:581] : INFO : Epoch 1550 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 1914.62 ms [2022-04-05 10:25:57 main:581] : INFO : Epoch 1551 | loss: 0.0311542 | val_loss: 0.0311745 | Time: 1899.79 ms [2022-04-05 10:25:59 main:581] : INFO : Epoch 1552 | loss: 0.0311562 | val_loss: 0.031174 | Time: 1902.47 ms [2022-04-05 10:26:01 main:581] : INFO : Epoch 1553 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 1903.7 ms [2022-04-05 10:26:03 main:581] : INFO : Epoch 1554 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 1903.07 ms [2022-04-05 10:26:05 main:581] : INFO : Epoch 1555 | loss: 0.0311569 | val_loss: 0.0311722 | Time: 1890.07 ms [2022-04-05 10:26:07 main:581] : INFO : Epoch 1556 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1886.57 ms [2022-04-05 10:26:09 main:581] : INFO : Epoch 1557 | loss: 0.0311528 | val_loss: 0.031171 | Time: 1911.98 ms [2022-04-05 10:26:11 main:581] : INFO : Epoch 1558 | loss: 0.0311516 | val_loss: 0.0311701 | Time: 1948.8 ms [2022-04-05 10:26:13 main:581] : INFO : Epoch 1559 | loss: 0.0311513 | val_loss: 0.0311775 | Time: 1905.8 ms [2022-04-05 10:26:14 main:581] : INFO : Epoch 1560 | loss: 0.031154 | val_loss: 0.0311744 | Time: 1899.4 ms [2022-04-05 10:26:16 main:581] : INFO : Epoch 1561 | loss: 0.0311523 | val_loss: 0.0311739 | Time: 1959.59 ms [2022-04-05 10:26:18 main:581] : INFO : Epoch 1562 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 1951.84 ms [2022-04-05 10:26:20 main:581] : INFO : Epoch 1563 | loss: 0.0311526 | val_loss: 0.0311748 | Time: 1910.59 ms [2022-04-05 10:26:22 main:581] : INFO : Epoch 1564 | loss: 0.0311512 | val_loss: 0.0311736 | Time: 1908.57 ms [2022-04-05 10:26:24 main:581] : INFO : Epoch 1565 | loss: 0.031152 | val_loss: 0.0311715 | Time: 1897.9 ms [2022-04-05 10:26:26 main:581] : INFO : Epoch 1566 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 1915.61 ms [2022-04-05 10:26:28 main:581] : INFO : Epoch 1567 | loss: 0.0311522 | val_loss: 0.0311728 | Time: 1903.7 ms [2022-04-05 10:26:30 main:581] : INFO : Epoch 1568 | loss: 0.0311498 | val_loss: 0.0311674 | Time: 1918.09 ms [2022-04-05 10:26:32 main:581] : INFO : Epoch 1569 | loss: 0.0311496 | val_loss: 0.0311709 | Time: 1905.21 ms [2022-04-05 10:26:34 main:581] : INFO : Epoch 1570 | loss: 0.0311503 | val_loss: 0.0311741 | Time: 1920.18 ms [2022-04-05 10:26:36 main:581] : INFO : Epoch 1571 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 1940.13 ms [2022-04-05 10:26:38 main:581] : INFO : Epoch 1572 | loss: 0.03115 | val_loss: 0.0311685 | Time: 1930.32 ms [2022-04-05 10:26:39 main:581] : INFO : Epoch 1573 | loss: 0.0311506 | val_loss: 0.0311738 | Time: 1922.42 ms [2022-04-05 10:26:41 main:581] : INFO : Epoch 1574 | loss: 0.0311492 | val_loss: 0.0311778 | Time: 1896.87 ms [2022-04-05 10:26:43 main:581] : INFO : Epoch 1575 | loss: 0.0311475 | val_loss: 0.0311712 | Time: 1926.13 ms [2022-04-05 10:26:45 main:581] : INFO : Epoch 1576 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 1906.06 ms [2022-04-05 10:26:47 main:581] : INFO : Epoch 1577 | loss: 0.0311524 | val_loss: 0.031169 | Time: 2135.51 ms [2022-04-05 10:26:49 main:581] : INFO : Epoch 1578 | loss: 0.031151 | val_loss: 0.0311719 | Time: 2179.64 ms [2022-04-05 10:26:51 main:581] : INFO : Epoch 1579 | loss: 0.0311508 | val_loss: 0.0311703 | Time: 1914.7 ms [2022-04-05 10:26:53 main:581] : INFO : Epoch 1580 | loss: 0.0311495 | val_loss: 0.0311657 | Time: 1894.85 ms [2022-04-05 10:26:55 main:581] : INFO : Epoch 1581 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1897.56 ms [2022-04-05 10:26:57 main:581] : INFO : Epoch 1582 | loss: 0.0311527 | val_loss: 0.031168 | Time: 1902.77 ms [2022-04-05 10:26:59 main:581] : INFO : Epoch 1583 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 1957.37 ms [2022-04-05 10:27:01 main:581] : INFO : Epoch 1584 | loss: 0.0311511 | val_loss: 0.0311677 | Time: 2020.15 ms [2022-04-05 10:27:03 main:581] : INFO : Epoch 1585 | loss: 0.03115 | val_loss: 0.0311699 | Time: 2142.77 ms [2022-04-05 10:27:05 main:581] : INFO : Epoch 1586 | loss: 0.0311497 | val_loss: 0.0311692 | Time: 2089.05 ms [2022-04-05 10:27:07 main:581] : INFO : Epoch 1587 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 1914.78 ms [2022-04-05 10:27:09 main:581] : INFO : Epoch 1588 | loss: 0.0311517 | val_loss: 0.0311715 | Time: 1907.09 ms [2022-04-05 10:27:11 main:581] : INFO : Epoch 1589 | loss: 0.0311532 | val_loss: 0.0311707 | Time: 1920 ms [2022-04-05 10:27:13 main:581] : INFO : Epoch 1590 | loss: 0.0311488 | val_loss: 0.0311728 | Time: 1899.4 ms [2022-04-05 10:27:15 main:581] : INFO : Epoch 1591 | loss: 0.0311501 | val_loss: 0.0311735 | Time: 1904.87 ms [2022-04-05 10:27:17 main:581] : INFO : Epoch 1592 | loss: 0.0311494 | val_loss: 0.031171 | Time: 2071.76 ms [2022-04-05 10:27:19 main:581] : INFO : Epoch 1593 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 2104.75 ms [2022-04-05 10:27:21 main:581] : INFO : Epoch 1594 | loss: 0.031152 | val_loss: 0.0311729 | Time: 2162.54 ms [2022-04-05 10:27:23 main:581] : INFO : Epoch 1595 | loss: 0.031153 | val_loss: 0.0311708 | Time: 2110.74 ms [2022-04-05 10:27:25 main:581] : INFO : Epoch 1596 | loss: 0.0311516 | val_loss: 0.031172 | Time: 1899.27 ms [2022-04-05 10:27:27 main:581] : INFO : Epoch 1597 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 1893.26 ms [2022-04-05 10:27:29 main:581] : INFO : Epoch 1598 | loss: 0.0311482 | val_loss: 0.031167 | Time: 1891.65 ms [2022-04-05 10:27:31 main:581] : INFO : Epoch 1599 | loss: 0.0311479 | val_loss: 0.0311711 | Time: 1892.29 ms [2022-04-05 10:27:33 main:581] : INFO : Epoch 1600 | loss: 0.0311489 | val_loss: 0.0311703 | Time: 1878.7 ms [2022-04-05 10:27:35 main:581] : INFO : Epoch 1601 | loss: 0.0311479 | val_loss: 0.0311754 | Time: 1900.86 ms [2022-04-05 10:27:37 main:581] : INFO : Epoch 1602 | loss: 0.031154 | val_loss: 0.0311711 | Time: 1896.68 ms [2022-04-05 10:27:38 main:581] : INFO : Epoch 1603 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 1914.97 ms [2022-04-05 10:27:40 main:581] : INFO : Epoch 1604 | loss: 0.0311489 | val_loss: 0.0311733 | Time: 1955.22 ms [2022-04-05 10:27:42 main:581] : INFO : Epoch 1605 | loss: 0.0311509 | val_loss: 0.0311748 | Time: 1925.23 ms [2022-04-05 10:27:44 main:581] : INFO : Epoch 1606 | loss: 0.0311514 | val_loss: 0.0311771 | Time: 1923.91 ms [2022-04-05 10:27:46 main:581] : INFO : Epoch 1607 | loss: 0.0311572 | val_loss: 0.0311834 | Time: 1913.99 ms [2022-04-05 10:27:48 main:581] : INFO : Epoch 1608 | loss: 0.0311518 | val_loss: 0.0311701 | Time: 1914.62 ms [2022-04-05 10:27:50 main:581] : INFO : Epoch 1609 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 1889.63 ms [2022-04-05 10:27:52 main:581] : INFO : Epoch 1610 | loss: 0.0311466 | val_loss: 0.0311691 | Time: 1896.58 ms [2022-04-05 10:27:54 main:581] : INFO : Epoch 1611 | loss: 0.031147 | val_loss: 0.0311821 | Time: 1897.08 ms [2022-04-05 10:27:56 main:581] : INFO : Epoch 1612 | loss: 0.031152 | val_loss: 0.0311698 | Time: 1912.92 ms [2022-04-05 10:27:58 main:581] : INFO : Epoch 1613 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1891.03 ms [2022-04-05 10:28:00 main:581] : INFO : Epoch 1614 | loss: 0.0311498 | val_loss: 0.0311727 | Time: 1903.11 ms [2022-04-05 10:28:01 main:581] : INFO : Epoch 1615 | loss: 0.0311485 | val_loss: 0.0311674 | Time: 1916.74 ms [2022-04-05 10:28:03 main:581] : INFO : Epoch 1616 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 1905.25 ms [2022-04-05 10:28:05 main:581] : INFO : Epoch 1617 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 1888.46 ms [2022-04-05 10:28:07 main:581] : INFO : Epoch 1618 | loss: 0.0311562 | val_loss: 0.0311788 | Time: 1899.36 ms [2022-04-05 10:28:09 main:581] : INFO : Epoch 1619 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1915.78 ms [2022-04-05 10:28:11 main:581] : INFO : Epoch 1620 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 1911.89 ms [2022-04-05 10:28:13 main:581] : INFO : Epoch 1621 | loss: 0.0311517 | val_loss: 0.031171 | Time: 1916.07 ms [2022-04-05 10:28:15 main:581] : INFO : Epoch 1622 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 1910.36 ms [2022-04-05 10:28:17 main:581] : INFO : Epoch 1623 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 1898.32 ms [2022-04-05 10:28:19 main:581] : INFO : Epoch 1624 | loss: 0.03115 | val_loss: 0.0311711 | Time: 1901.02 ms [2022-04-05 10:28:20 main:581] : INFO : Epoch 1625 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 1923.89 ms [2022-04-05 10:28:22 main:581] : INFO : Epoch 1626 | loss: 0.0311518 | val_loss: 0.0311704 | Time: 1898.55 ms [2022-04-05 10:28:24 main:581] : INFO : Epoch 1627 | loss: 0.0311536 | val_loss: 0.031173 | Time: 1938.29 ms [2022-04-05 10:28:26 main:581] : INFO : Epoch 1628 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 2129.82 ms [2022-04-05 10:28:29 main:581] : INFO : Epoch 1629 | loss: 0.0311538 | val_loss: 0.0311729 | Time: 2035.89 ms [2022-04-05 10:28:30 main:581] : INFO : Epoch 1630 | loss: 0.0311503 | val_loss: 0.0311718 | Time: 1898.43 ms [2022-04-05 10:28:32 main:581] : INFO : Epoch 1631 | loss: 0.031154 | val_loss: 0.0311749 | Time: 1931.97 ms [2022-04-05 10:28:34 main:581] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 1964.16 ms [2022-04-05 10:28:36 main:581] : INFO : Epoch 1633 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 1984.29 ms [2022-04-05 10:28:38 main:581] : INFO : Epoch 1634 | loss: 0.0311498 | val_loss: 0.0311698 | Time: 1907.76 ms [2022-04-05 10:28:40 main:581] : INFO : Epoch 1635 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 1943.87 ms [2022-04-05 10:28:42 main:581] : INFO : Epoch 1636 | loss: 0.0311544 | val_loss: 0.0311774 | Time: 1943.89 ms [2022-04-05 10:28:44 main:581] : INFO : Epoch 1637 | loss: 0.0311513 | val_loss: 0.0311746 | Time: 1924.88 ms [2022-04-05 10:28:46 main:581] : INFO : Epoch 1638 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 1996.89 ms [2022-04-05 10:28:48 main:581] : INFO : Epoch 1639 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 1905.51 ms [2022-04-05 10:28:50 main:581] : INFO : Epoch 1640 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 1905.98 ms [2022-04-05 10:28:52 main:581] : INFO : Epoch 1641 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 2003.06 ms [2022-04-05 10:28:54 main:581] : INFO : Epoch 1642 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 1916.54 ms [2022-04-05 10:28:56 main:581] : INFO : Epoch 1643 | loss: 0.0311532 | val_loss: 0.0311716 | Time: 1898.54 ms [2022-04-05 10:28:58 main:581] : INFO : Epoch 1644 | loss: 0.0311534 | val_loss: 0.031171 | Time: 1893.96 ms [2022-04-05 10:28:59 main:581] : INFO : Epoch 1645 | loss: 0.0311522 | val_loss: 0.0311808 | Time: 1880.08 ms [2022-04-05 10:29:01 main:581] : INFO : Epoch 1646 | loss: 0.0311535 | val_loss: 0.0311723 | Time: 1894.97 ms [2022-04-05 10:29:03 main:581] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 1901.11 ms [2022-04-05 10:29:05 main:581] : INFO : Epoch 1648 | loss: 0.0311523 | val_loss: 0.0311738 | Time: 1902.56 ms [2022-04-05 10:29:07 main:581] : INFO : Epoch 1649 | loss: 0.0311527 | val_loss: 0.0311723 | Time: 1917.29 ms [2022-04-05 10:29:09 main:581] : INFO : Epoch 1650 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1910.68 ms [2022-04-05 10:29:11 main:581] : INFO : Epoch 1651 | loss: 0.0311521 | val_loss: 0.0311696 | Time: 1916.39 ms [2022-04-05 10:29:13 main:581] : INFO : Epoch 1652 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 1904 ms [2022-04-05 10:29:15 main:581] : INFO : Epoch 1653 | loss: 0.0311516 | val_loss: 0.0311715 | Time: 1906.47 ms [2022-04-05 10:29:17 main:581] : INFO : Epoch 1654 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1894.59 ms [2022-04-05 10:29:19 main:581] : INFO : Epoch 1655 | loss: 0.0311555 | val_loss: 0.0311796 | Time: 1967.86 ms [2022-04-05 10:29:20 main:581] : INFO : Epoch 1656 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 1913.78 ms [2022-04-05 10:29:23 main:581] : INFO : Epoch 1657 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 2112.1 ms [2022-04-05 10:29:25 main:581] : INFO : Epoch 1658 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 2128.77 ms [2022-04-05 10:29:27 main:581] : INFO : Epoch 1659 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 2152.57 ms [2022-04-05 10:29:29 main:581] : INFO : Epoch 1660 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 1998.21 ms [2022-04-05 10:29:31 main:581] : INFO : Epoch 1661 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 1921.75 ms [2022-04-05 10:29:33 main:581] : INFO : Epoch 1662 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 1898.51 ms [2022-04-05 10:29:35 main:581] : INFO : Epoch 1663 | loss: 0.031155 | val_loss: 0.031172 | Time: 1905.69 ms [2022-04-05 10:29:36 main:581] : INFO : Epoch 1664 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 1933.8 ms [2022-04-05 10:29:38 main:581] : INFO : Epoch 1665 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1912.14 ms [2022-04-05 10:29:40 main:581] : INFO : Epoch 1666 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1905.71 ms [2022-04-05 10:29:42 main:581] : INFO : Epoch 1667 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 1905.97 ms [2022-04-05 10:29:44 main:581] : INFO : Epoch 1668 | loss: 0.0311568 | val_loss: 0.0311749 | Time: 1882.68 ms [2022-04-05 10:29:46 main:581] : INFO : Epoch 1669 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 1892.12 ms [2022-04-05 10:29:48 main:581] : INFO : Epoch 1670 | loss: 0.031154 | val_loss: 0.0311673 | Time: 1886.26 ms [2022-04-05 10:29:50 main:581] : INFO : Epoch 1671 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 1894.24 ms [2022-04-05 10:29:52 main:581] : INFO : Epoch 1672 | loss: 0.0311562 | val_loss: 0.0311703 | Time: 1914.07 ms [2022-04-05 10:29:54 main:581] : INFO : Epoch 1673 | loss: 0.0311545 | val_loss: 0.0311775 | Time: 1905.73 ms [2022-04-05 10:29:56 main:581] : INFO : Epoch 1674 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1931.5 ms [2022-04-05 10:29:57 main:581] : INFO : Epoch 1675 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 1900.16 ms [2022-04-05 10:29:59 main:581] : INFO : Epoch 1676 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 2037.63 ms [2022-04-05 10:30:01 main:581] : INFO : Epoch 1677 | loss: 0.0311595 | val_loss: 0.031172 | Time: 2014.5 ms [2022-04-05 10:30:03 main:581] : INFO : Epoch 1678 | loss: 0.0311575 | val_loss: 0.0311804 | Time: 1913.84 ms [2022-04-05 10:30:05 main:581] : INFO : Epoch 1679 | loss: 0.031159 | val_loss: 0.031169 | Time: 1889.01 ms [2022-04-05 10:30:07 main:581] : INFO : Epoch 1680 | loss: 0.0311557 | val_loss: 0.0311712 | Time: 1909.29 ms [2022-04-05 10:30:09 main:581] : INFO : Epoch 1681 | loss: 0.0311564 | val_loss: 0.031172 | Time: 1908.3 ms [2022-04-05 10:30:11 main:581] : INFO : Epoch 1682 | loss: 0.0311535 | val_loss: 0.0311719 | Time: 1887.17 ms [2022-04-05 10:30:13 main:581] : INFO : Epoch 1683 | loss: 0.031154 | val_loss: 0.0311699 | Time: 1900.66 ms [2022-04-05 10:30:15 main:581] : INFO : Epoch 1684 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 1905.49 ms [2022-04-05 10:30:17 main:581] : INFO : Epoch 1685 | loss: 0.031152 | val_loss: 0.0311714 | Time: 1897.9 ms [2022-04-05 10:30:19 main:581] : INFO : Epoch 1686 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 1904.55 ms [2022-04-05 10:30:21 main:581] : INFO : Epoch 1687 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 1906.9 ms [2022-04-05 10:30:22 main:581] : INFO : Epoch 1688 | loss: 0.0311559 | val_loss: 0.0311752 | Time: 1906.14 ms [2022-04-05 10:30:24 main:581] : INFO : Epoch 1689 | loss: 0.0311532 | val_loss: 0.0311794 | Time: 1898.26 ms [2022-04-05 10:30:26 main:581] : INFO : Epoch 1690 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 1915.74 ms [2022-04-05 10:30:28 main:581] : INFO : Epoch 1691 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1934.81 ms [2022-04-05 10:30:30 main:581] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1921.05 ms [2022-04-05 10:30:32 main:581] : INFO : Epoch 1693 | loss: 0.0311549 | val_loss: 0.0311688 | Time: 1927.71 ms [2022-04-05 10:30:34 main:581] : INFO : Epoch 1694 | loss: 0.0311515 | val_loss: 0.0311795 | Time: 1888.74 ms [2022-04-05 10:30:36 main:581] : INFO : Epoch 1695 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1940.49 ms [2022-04-05 10:30:38 main:581] : INFO : Epoch 1696 | loss: 0.0311548 | val_loss: 0.0311727 | Time: 1951.16 ms [2022-04-05 10:30:40 main:581] : INFO : Epoch 1697 | loss: 0.0311568 | val_loss: 0.0311781 | Time: 1961.53 ms [2022-04-05 10:30:42 main:581] : INFO : Epoch 1698 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 1972.78 ms [2022-04-05 10:30:44 main:581] : INFO : Epoch 1699 | loss: 0.0311545 | val_loss: 0.0311649 | Time: 1968.91 ms [2022-04-05 10:30:46 main:581] : INFO : Epoch 1700 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 1910.84 ms [2022-04-05 10:30:48 main:581] : INFO : Epoch 1701 | loss: 0.0311556 | val_loss: 0.0311806 | Time: 1894.59 ms [2022-04-05 10:30:49 main:581] : INFO : Epoch 1702 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 1894.8 ms [2022-04-05 10:30:51 main:581] : INFO : Epoch 1703 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 1913.68 ms [2022-04-05 10:30:53 main:581] : INFO : Epoch 1704 | loss: 0.0311511 | val_loss: 0.031172 | Time: 1897.66 ms [2022-04-05 10:30:55 main:581] : INFO : Epoch 1705 | loss: 0.0311539 | val_loss: 0.031171 | Time: 1903.22 ms [2022-04-05 10:30:57 main:581] : INFO : Epoch 1706 | loss: 0.031155 | val_loss: 0.0311705 | Time: 1881.51 ms [2022-04-05 10:30:59 main:581] : INFO : Epoch 1707 | loss: 0.0311553 | val_loss: 0.0311713 | Time: 1909.67 ms [2022-04-05 10:31:01 main:581] : INFO : Epoch 1708 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 1895.66 ms [2022-04-05 10:31:03 main:581] : INFO : Epoch 1709 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 1896.74 ms [2022-04-05 10:31:05 main:581] : INFO : Epoch 1710 | loss: 0.0311568 | val_loss: 0.0311731 | Time: 1902.26 ms [2022-04-05 10:31:07 main:581] : INFO : Epoch 1711 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 1903.18 ms [2022-04-05 10:31:08 main:581] : INFO : Epoch 1712 | loss: 0.0311554 | val_loss: 0.0311786 | Time: 1887.52 ms [2022-04-05 10:31:10 main:581] : INFO : Epoch 1713 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 1894.23 ms [2022-04-05 10:31:12 main:581] : INFO : Epoch 1714 | loss: 0.031155 | val_loss: 0.031173 | Time: 1942.45 ms [2022-04-05 10:31:14 main:581] : INFO : Epoch 1715 | loss: 0.0311534 | val_loss: 0.0311752 | Time: 1918.82 ms [2022-04-05 10:31:16 main:581] : INFO : Epoch 1716 | loss: 0.0311538 | val_loss: 0.0311692 | Time: 1886.48 ms [2022-04-05 10:31:18 main:581] : INFO : Epoch 1717 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 1900.23 ms [2022-04-05 10:31:20 main:581] : INFO : Epoch 1718 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 1973.28 ms [2022-04-05 10:31:22 main:581] : INFO : Epoch 1719 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 2014.91 ms [2022-04-05 10:31:24 main:581] : INFO : Epoch 1720 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 2003.91 ms [2022-04-05 10:31:26 main:581] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311766 | Time: 1899.12 ms [2022-04-05 10:31:28 main:581] : INFO : Epoch 1722 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1911.2 ms [2022-04-05 10:31:30 main:581] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1928.54 ms [2022-04-05 10:31:32 main:581] : INFO : Epoch 1724 | loss: 0.0311567 | val_loss: 0.0311707 | Time: 1937.41 ms [2022-04-05 10:31:34 main:581] : INFO : Epoch 1725 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1905.7 ms [2022-04-05 10:31:35 main:581] : INFO : Epoch 1726 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 1909.21 ms [2022-04-05 10:31:37 main:581] : INFO : Epoch 1727 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 1900.76 ms [2022-04-05 10:31:39 main:581] : INFO : Epoch 1728 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 1903.73 ms [2022-04-05 10:31:41 main:581] : INFO : Epoch 1729 | loss: 0.0311529 | val_loss: 0.0311697 | Time: 1906.78 ms [2022-04-05 10:31:43 main:581] : INFO : Epoch 1730 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 1986.54 ms [2022-04-05 10:31:45 main:581] : INFO : Epoch 1731 | loss: 0.0311519 | val_loss: 0.0311665 | Time: 1981.42 ms [2022-04-05 10:31:47 main:581] : INFO : Epoch 1732 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 1900.98 ms [2022-04-05 10:31:49 main:581] : INFO : Epoch 1733 | loss: 0.0311537 | val_loss: 0.0311718 | Time: 1889.78 ms [2022-04-05 10:31:51 main:581] : INFO : Epoch 1734 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 1908.79 ms [2022-04-05 10:31:53 main:581] : INFO : Epoch 1735 | loss: 0.0311514 | val_loss: 0.031167 | Time: 1905.41 ms [2022-04-05 10:31:55 main:581] : INFO : Epoch 1736 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 1880.24 ms [2022-04-05 10:31:56 main:581] : INFO : Epoch 1737 | loss: 0.0311529 | val_loss: 0.031169 | Time: 1902.03 ms [2022-04-05 10:31:58 main:581] : INFO : Epoch 1738 | loss: 0.0311546 | val_loss: 0.0311751 | Time: 1890.78 ms [2022-04-05 10:32:00 main:581] : INFO : Epoch 1739 | loss: 0.0311544 | val_loss: 0.0311703 | Time: 1902.79 ms [2022-04-05 10:32:02 main:581] : INFO : Epoch 1740 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 1911.67 ms [2022-04-05 10:32:04 main:581] : INFO : Epoch 1741 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1958.82 ms [2022-04-05 10:32:06 main:581] : INFO : Epoch 1742 | loss: 0.0311543 | val_loss: 0.0311717 | Time: 1933.93 ms [2022-04-05 10:32:08 main:581] : INFO : Epoch 1743 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 1956.34 ms [2022-04-05 10:32:10 main:581] : INFO : Epoch 1744 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 1908.2 ms [2022-04-05 10:32:12 main:581] : INFO : Epoch 1745 | loss: 0.031153 | val_loss: 0.0311681 | Time: 1899.24 ms [2022-04-05 10:32:14 main:581] : INFO : Epoch 1746 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 1897.73 ms [2022-04-05 10:32:16 main:581] : INFO : Epoch 1747 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 1934.32 ms [2022-04-05 10:32:18 main:581] : INFO : Epoch 1748 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 1894.06 ms [2022-04-05 10:32:19 main:581] : INFO : Epoch 1749 | loss: 0.0311518 | val_loss: 0.0311652 | Time: 1885.44 ms [2022-04-05 10:32:21 main:581] : INFO : Epoch 1750 | loss: 0.0311531 | val_loss: 0.031165 | Time: 1907.79 ms [2022-04-05 10:32:23 main:581] : INFO : Epoch 1751 | loss: 0.0311521 | val_loss: 0.0311658 | Time: 1889.76 ms [2022-04-05 10:32:25 main:581] : INFO : Epoch 1752 | loss: 0.0311565 | val_loss: 0.031166 | Time: 1921.03 ms [2022-04-05 10:32:27 main:581] : INFO : Epoch 1753 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 1894.07 ms [2022-04-05 10:32:29 main:581] : INFO : Epoch 1754 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 1903.93 ms [2022-04-05 10:32:31 main:581] : INFO : Epoch 1755 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 1902.69 ms [2022-04-05 10:32:33 main:581] : INFO : Epoch 1756 | loss: 0.0311527 | val_loss: 0.031167 | Time: 1913.48 ms [2022-04-05 10:32:35 main:581] : INFO : Epoch 1757 | loss: 0.0311508 | val_loss: 0.0311757 | Time: 1893.22 ms [2022-04-05 10:32:37 main:581] : INFO : Epoch 1758 | loss: 0.0311528 | val_loss: 0.0311695 | Time: 1898.31 ms [2022-04-05 10:32:39 main:581] : INFO : Epoch 1759 | loss: 0.03115 | val_loss: 0.0311667 | Time: 1911.66 ms [2022-04-05 10:32:40 main:581] : INFO : Epoch 1760 | loss: 0.0311554 | val_loss: 0.03117 | Time: 1903.38 ms [2022-04-05 10:32:42 main:581] : INFO : Epoch 1761 | loss: 0.0311552 | val_loss: 0.031167 | Time: 1895.16 ms [2022-04-05 10:32:44 main:581] : INFO : Epoch 1762 | loss: 0.0311548 | val_loss: 0.0311719 | Time: 1901.28 ms [2022-04-05 10:32:46 main:581] : INFO : Epoch 1763 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 1898.77 ms [2022-04-05 10:32:48 main:581] : INFO : Epoch 1764 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 1899.49 ms [2022-04-05 10:32:50 main:581] : INFO : Epoch 1765 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 2017.03 ms [2022-04-05 10:32:52 main:581] : INFO : Epoch 1766 | loss: 0.0311563 | val_loss: 0.0311658 | Time: 2152.95 ms [2022-04-05 10:32:54 main:581] : INFO : Epoch 1767 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 2033.82 ms [2022-04-05 10:32:56 main:581] : INFO : Epoch 1768 | loss: 0.031157 | val_loss: 0.0311669 | Time: 1892.18 ms [2022-04-05 10:32:58 main:581] : INFO : Epoch 1769 | loss: 0.0311577 | val_loss: 0.0311722 | Time: 1910.66 ms [2022-04-05 10:33:00 main:581] : INFO : Epoch 1770 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 1917.42 ms [2022-04-05 10:33:02 main:581] : INFO : Epoch 1771 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 1915.38 ms [2022-04-05 10:33:04 main:581] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 1932.9 ms [2022-04-05 10:33:06 main:581] : INFO : Epoch 1773 | loss: 0.0311576 | val_loss: 0.0311687 | Time: 1912.13 ms [2022-04-05 10:33:08 main:581] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 1919.39 ms [2022-04-05 10:33:10 main:581] : INFO : Epoch 1775 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 1890.29 ms [2022-04-05 10:33:11 main:581] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 1915.24 ms [2022-04-05 10:33:13 main:581] : INFO : Epoch 1777 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 1900.74 ms [2022-04-05 10:33:15 main:581] : INFO : Epoch 1778 | loss: 0.031159 | val_loss: 0.031172 | Time: 1896.67 ms [2022-04-05 10:33:17 main:581] : INFO : Epoch 1779 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 1890.71 ms [2022-04-05 10:33:19 main:581] : INFO : Epoch 1780 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 2015.23 ms [2022-04-05 10:33:21 main:581] : INFO : Epoch 1781 | loss: 0.0311551 | val_loss: 0.031169 | Time: 1897.96 ms [2022-04-05 10:33:23 main:581] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 1898.28 ms [2022-04-05 10:33:25 main:581] : INFO : Epoch 1783 | loss: 0.0311533 | val_loss: 0.0311695 | Time: 1903.63 ms [2022-04-05 10:33:27 main:581] : INFO : Epoch 1784 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 1912.14 ms [2022-04-05 10:33:29 main:581] : INFO : Epoch 1785 | loss: 0.031151 | val_loss: 0.0311676 | Time: 1898.37 ms [2022-04-05 10:33:31 main:581] : INFO : Epoch 1786 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 1956.09 ms [2022-04-05 10:33:33 main:581] : INFO : Epoch 1787 | loss: 0.0311517 | val_loss: 0.0311707 | Time: 1932.6 ms [2022-04-05 10:33:34 main:581] : INFO : Epoch 1788 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 1893.55 ms [2022-04-05 10:33:36 main:581] : INFO : Epoch 1789 | loss: 0.0311536 | val_loss: 0.0311701 | Time: 1888.61 ms [2022-04-05 10:33:38 main:581] : INFO : Epoch 1790 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 1897.73 ms [2022-04-05 10:33:40 main:581] : INFO : Epoch 1791 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 1899.07 ms [2022-04-05 10:33:42 main:581] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1916.82 ms [2022-04-05 10:33:44 main:581] : INFO : Epoch 1793 | loss: 0.031153 | val_loss: 0.0311721 | Time: 1904.08 ms [2022-04-05 10:33:46 main:581] : INFO : Epoch 1794 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 2013.28 ms [2022-04-05 10:33:48 main:581] : INFO : Epoch 1795 | loss: 0.0311524 | val_loss: 0.0311678 | Time: 2128.41 ms [2022-04-05 10:33:50 main:581] : INFO : Epoch 1796 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 2133.51 ms [2022-04-05 10:33:52 main:581] : INFO : Epoch 1797 | loss: 0.0311499 | val_loss: 0.0311656 | Time: 2135.86 ms [2022-04-05 10:33:54 main:581] : INFO : Epoch 1798 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 2078.86 ms [2022-04-05 10:33:57 main:581] : INFO : Epoch 1799 | loss: 0.0311541 | val_loss: 0.031173 | Time: 2142.9 ms [2022-04-05 10:33:59 main:581] : INFO : Epoch 1800 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 1956.85 ms [2022-04-05 10:34:00 main:581] : INFO : Epoch 1801 | loss: 0.0311515 | val_loss: 0.031169 | Time: 1895.46 ms [2022-04-05 10:34:02 main:581] : INFO : Epoch 1802 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1909.27 ms [2022-04-05 10:34:04 main:581] : INFO : Epoch 1803 | loss: 0.031149 | val_loss: 0.0311686 | Time: 1894.6 ms [2022-04-05 10:34:06 main:581] : INFO : Epoch 1804 | loss: 0.0311543 | val_loss: 0.0311749 | Time: 2024.02 ms [2022-04-05 10:34:08 main:581] : INFO : Epoch 1805 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 1895.57 ms [2022-04-05 10:34:10 main:581] : INFO : Epoch 1806 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 1893.39 ms [2022-04-05 10:34:12 main:581] : INFO : Epoch 1807 | loss: 0.0311499 | val_loss: 0.0311683 | Time: 1902.68 ms [2022-04-05 10:34:14 main:581] : INFO : Epoch 1808 | loss: 0.0311492 | val_loss: 0.0311696 | Time: 1915.55 ms [2022-04-05 10:34:16 main:581] : INFO : Epoch 1809 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 1903.34 ms [2022-04-05 10:34:18 main:581] : INFO : Epoch 1810 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 1893.49 ms [2022-04-05 10:34:20 main:581] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 1893.22 ms [2022-04-05 10:34:21 main:581] : INFO : Epoch 1812 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 1888.28 ms [2022-04-05 10:34:23 main:581] : INFO : Epoch 1813 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 1908.66 ms [2022-04-05 10:34:25 main:581] : INFO : Epoch 1814 | loss: 0.031151 | val_loss: 0.0311718 | Time: 1914.9 ms [2022-04-05 10:34:27 main:581] : INFO : Epoch 1815 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1921.04 ms [2022-04-05 10:34:29 main:581] : INFO : Epoch 1816 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1889.41 ms [2022-04-05 10:34:31 main:581] : INFO : Epoch 1817 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 1933.9 ms [2022-04-05 10:34:33 main:581] : INFO : Epoch 1818 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1899.38 ms [2022-04-05 10:34:35 main:581] : INFO : Epoch 1819 | loss: 0.0311565 | val_loss: 0.0311774 | Time: 1891.37 ms [2022-04-05 10:34:37 main:581] : INFO : Epoch 1820 | loss: 0.0311555 | val_loss: 0.0311666 | Time: 1902.44 ms [2022-04-05 10:34:39 main:581] : INFO : Epoch 1821 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 1897.94 ms [2022-04-05 10:34:40 main:581] : INFO : Epoch 1822 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 1895.57 ms [2022-04-05 10:34:42 main:581] : INFO : Epoch 1823 | loss: 0.0311589 | val_loss: 0.031169 | Time: 1928.26 ms [2022-04-05 10:34:44 main:581] : INFO : Epoch 1824 | loss: 0.0311542 | val_loss: 0.0311718 | Time: 1902.53 ms [2022-04-05 10:34:46 main:581] : INFO : Epoch 1825 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 1901.94 ms [2022-04-05 10:34:48 main:581] : INFO : Epoch 1826 | loss: 0.031152 | val_loss: 0.0311711 | Time: 1909.28 ms [2022-04-05 10:34:50 main:581] : INFO : Epoch 1827 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1880.37 ms [2022-04-05 10:34:52 main:581] : INFO : Epoch 1828 | loss: 0.031156 | val_loss: 0.03117 | Time: 1899.32 ms [2022-04-05 10:34:54 main:581] : INFO : Epoch 1829 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 1880.24 ms [2022-04-05 10:34:56 main:581] : INFO : Epoch 1830 | loss: 0.0311547 | val_loss: 0.0311708 | Time: 1893.45 ms [2022-04-05 10:34:58 main:581] : INFO : Epoch 1831 | loss: 0.0311528 | val_loss: 0.0311745 | Time: 1925.46 ms [2022-04-05 10:35:00 main:581] : INFO : Epoch 1832 | loss: 0.0311525 | val_loss: 0.0311739 | Time: 1886.35 ms [2022-04-05 10:35:01 main:581] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311779 | Time: 1900.35 ms [2022-04-05 10:35:03 main:581] : INFO : Epoch 1834 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 1876.68 ms [2022-04-05 10:35:05 main:581] : INFO : Epoch 1835 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1893.22 ms [2022-04-05 10:35:07 main:581] : INFO : Epoch 1836 | loss: 0.0311515 | val_loss: 0.0311714 | Time: 1897.07 ms [2022-04-05 10:35:09 main:581] : INFO : Epoch 1837 | loss: 0.0311502 | val_loss: 0.0311692 | Time: 1888.88 ms [2022-04-05 10:35:11 main:581] : INFO : Epoch 1838 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 1906.83 ms [2022-04-05 10:35:13 main:581] : INFO : Epoch 1839 | loss: 0.0311513 | val_loss: 0.0311691 | Time: 1895.42 ms [2022-04-05 10:35:15 main:581] : INFO : Epoch 1840 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 1905.72 ms [2022-04-05 10:35:17 main:581] : INFO : Epoch 1841 | loss: 0.0311511 | val_loss: 0.0311739 | Time: 1893.86 ms [2022-04-05 10:35:19 main:581] : INFO : Epoch 1842 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 1946.88 ms [2022-04-05 10:35:20 main:581] : INFO : Epoch 1843 | loss: 0.0311498 | val_loss: 0.031169 | Time: 1982.14 ms [2022-04-05 10:35:22 main:581] : INFO : Epoch 1844 | loss: 0.0311481 | val_loss: 0.0311681 | Time: 1966.81 ms [2022-04-05 10:35:24 main:581] : INFO : Epoch 1845 | loss: 0.031149 | val_loss: 0.031168 | Time: 1940.48 ms [2022-04-05 10:35:26 main:581] : INFO : Epoch 1846 | loss: 0.0311479 | val_loss: 0.031171 | Time: 1898.99 ms [2022-04-05 10:35:28 main:581] : INFO : Epoch 1847 | loss: 0.0311497 | val_loss: 0.03117 | Time: 1884.54 ms [2022-04-05 10:35:30 main:581] : INFO : Epoch 1848 | loss: 0.0311507 | val_loss: 0.031171 | Time: 1893.49 ms [2022-04-05 10:35:32 main:581] : INFO : Epoch 1849 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 1902.52 ms [2022-04-05 10:35:34 main:581] : INFO : Epoch 1850 | loss: 0.0311517 | val_loss: 0.0311704 | Time: 1911.31 ms [2022-04-05 10:35:36 main:581] : INFO : Epoch 1851 | loss: 0.0311512 | val_loss: 0.0311716 | Time: 1935.37 ms [2022-04-05 10:35:38 main:581] : INFO : Epoch 1852 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 1918 ms [2022-04-05 10:35:40 main:581] : INFO : Epoch 1853 | loss: 0.0311528 | val_loss: 0.0311724 | Time: 1897.56 ms [2022-04-05 10:35:42 main:581] : INFO : Epoch 1854 | loss: 0.0311512 | val_loss: 0.0311698 | Time: 1905.01 ms [2022-04-05 10:35:43 main:581] : INFO : Epoch 1855 | loss: 0.0311537 | val_loss: 0.0311705 | Time: 1906.78 ms [2022-04-05 10:35:45 main:581] : INFO : Epoch 1856 | loss: 0.0311536 | val_loss: 0.0311753 | Time: 1907.97 ms [2022-04-05 10:35:47 main:581] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311727 | Time: 1917.38 ms [2022-04-05 10:35:49 main:581] : INFO : Epoch 1858 | loss: 0.0311527 | val_loss: 0.031169 | Time: 1920.3 ms [2022-04-05 10:35:51 main:581] : INFO : Epoch 1859 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 1933.64 ms [2022-04-05 10:35:53 main:581] : INFO : Epoch 1860 | loss: 0.0311501 | val_loss: 0.0311741 | Time: 1973.31 ms [2022-04-05 10:35:55 main:581] : INFO : Epoch 1861 | loss: 0.0311504 | val_loss: 0.0311775 | Time: 1975.46 ms [2022-04-05 10:35:57 main:581] : INFO : Epoch 1862 | loss: 0.0311525 | val_loss: 0.0311679 | Time: 1892.22 ms [2022-04-05 10:35:59 main:581] : INFO : Epoch 1863 | loss: 0.031151 | val_loss: 0.0311735 | Time: 1978.97 ms [2022-04-05 10:36:01 main:581] : INFO : Epoch 1864 | loss: 0.0311484 | val_loss: 0.0311744 | Time: 2110.91 ms [2022-04-05 10:36:03 main:581] : INFO : Epoch 1865 | loss: 0.0311505 | val_loss: 0.0311812 | Time: 2103.03 ms [2022-04-05 10:36:05 main:581] : INFO : Epoch 1866 | loss: 0.0311499 | val_loss: 0.0311758 | Time: 2120.14 ms [2022-04-05 10:36:07 main:581] : INFO : Epoch 1867 | loss: 0.0311497 | val_loss: 0.0311714 | Time: 2084.89 ms [2022-04-05 10:36:09 main:581] : INFO : Epoch 1868 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 1907.7 ms [2022-04-05 10:36:11 main:581] : INFO : Epoch 1869 | loss: 0.0311513 | val_loss: 0.0311675 | Time: 1918.54 ms [2022-04-05 10:36:13 main:581] : INFO : Epoch 1870 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 1908.39 ms [2022-04-05 10:36:15 main:581] : INFO : Epoch 1871 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1893.01 ms [2022-04-05 10:36:17 main:581] : INFO : Epoch 1872 | loss: 0.0311517 | val_loss: 0.0311704 | Time: 1904.58 ms [2022-04-05 10:36:19 main:581] : INFO : Epoch 1873 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 1908.1 ms [2022-04-05 10:36:21 main:581] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 1909.67 ms [2022-04-05 10:36:23 main:581] : INFO : Epoch 1875 | loss: 0.0311513 | val_loss: 0.0311729 | Time: 1919.93 ms [2022-04-05 10:36:25 main:581] : INFO : Epoch 1876 | loss: 0.0311497 | val_loss: 0.0311707 | Time: 1945.83 ms [2022-04-05 10:36:27 main:581] : INFO : Epoch 1877 | loss: 0.0311498 | val_loss: 0.0311815 | Time: 1981.05 ms [2022-04-05 10:36:29 main:581] : INFO : Epoch 1878 | loss: 0.031151 | val_loss: 0.0311754 | Time: 2045.11 ms [2022-04-05 10:36:31 main:581] : INFO : Epoch 1879 | loss: 0.031152 | val_loss: 0.0311711 | Time: 1919.14 ms [2022-04-05 10:36:32 main:581] : INFO : Epoch 1880 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1914.36 ms [2022-04-05 10:36:34 main:581] : INFO : Epoch 1881 | loss: 0.0311489 | val_loss: 0.0311722 | Time: 1966.42 ms [2022-04-05 10:36:36 main:581] : INFO : Epoch 1882 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 1912.52 ms [2022-04-05 10:36:38 main:581] : INFO : Epoch 1883 | loss: 0.03115 | val_loss: 0.0311756 | Time: 1916.65 ms [2022-04-05 10:36:40 main:581] : INFO : Epoch 1884 | loss: 0.0311519 | val_loss: 0.0311738 | Time: 1897.72 ms [2022-04-05 10:36:42 main:581] : INFO : Epoch 1885 | loss: 0.0311508 | val_loss: 0.031174 | Time: 1922.65 ms [2022-04-05 10:36:44 main:581] : INFO : Epoch 1886 | loss: 0.0311497 | val_loss: 0.0311678 | Time: 1966.82 ms [2022-04-05 10:36:46 main:581] : INFO : Epoch 1887 | loss: 0.031148 | val_loss: 0.0311688 | Time: 1968.65 ms [2022-04-05 10:36:48 main:581] : INFO : Epoch 1888 | loss: 0.0311474 | val_loss: 0.0311775 | Time: 1913.28 ms [2022-04-05 10:36:50 main:581] : INFO : Epoch 1889 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 1892.99 ms [2022-04-05 10:36:52 main:581] : INFO : Epoch 1890 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1915.17 ms [2022-04-05 10:36:54 main:581] : INFO : Epoch 1891 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 1911.04 ms [2022-04-05 10:36:56 main:581] : INFO : Epoch 1892 | loss: 0.0311517 | val_loss: 0.0311828 | Time: 1890.66 ms [2022-04-05 10:36:57 main:581] : INFO : Epoch 1893 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 1892.99 ms [2022-04-05 10:36:59 main:581] : INFO : Epoch 1894 | loss: 0.0311496 | val_loss: 0.031173 | Time: 1921.16 ms [2022-04-05 10:37:01 main:581] : INFO : Epoch 1895 | loss: 0.0311481 | val_loss: 0.0311719 | Time: 1923.07 ms [2022-04-05 10:37:03 main:581] : INFO : Epoch 1896 | loss: 0.0311482 | val_loss: 0.0311771 | Time: 2061.49 ms [2022-04-05 10:37:05 main:581] : INFO : Epoch 1897 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1888.76 ms [2022-04-05 10:37:07 main:581] : INFO : Epoch 1898 | loss: 0.0311481 | val_loss: 0.0311708 | Time: 1898.4 ms [2022-04-05 10:37:09 main:581] : INFO : Epoch 1899 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 1902.83 ms [2022-04-05 10:37:11 main:581] : INFO : Epoch 1900 | loss: 0.0311504 | val_loss: 0.031176 | Time: 1917.87 ms [2022-04-05 10:37:13 main:581] : INFO : Epoch 1901 | loss: 0.031148 | val_loss: 0.0311719 | Time: 1900 ms [2022-04-05 10:37:15 main:581] : INFO : Epoch 1902 | loss: 0.031148 | val_loss: 0.0311681 | Time: 1900.5 ms [2022-04-05 10:37:17 main:581] : INFO : Epoch 1903 | loss: 0.0311518 | val_loss: 0.0311807 | Time: 1895.26 ms [2022-04-05 10:37:19 main:581] : INFO : Epoch 1904 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 1896.83 ms [2022-04-05 10:37:20 main:581] : INFO : Epoch 1905 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 1893.07 ms [2022-04-05 10:37:22 main:581] : INFO : Epoch 1906 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 1899.94 ms [2022-04-05 10:37:24 main:581] : INFO : Epoch 1907 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 1895.32 ms [2022-04-05 10:37:26 main:581] : INFO : Epoch 1908 | loss: 0.0311509 | val_loss: 0.031168 | Time: 1898.19 ms [2022-04-05 10:37:28 main:581] : INFO : Epoch 1909 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 1894.84 ms [2022-04-05 10:37:30 main:581] : INFO : Epoch 1910 | loss: 0.0311508 | val_loss: 0.0311673 | Time: 1914.26 ms [2022-04-05 10:37:32 main:581] : INFO : Epoch 1911 | loss: 0.031151 | val_loss: 0.0311688 | Time: 1908.53 ms [2022-04-05 10:37:34 main:581] : INFO : Epoch 1912 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 1941.79 ms [2022-04-05 10:37:36 main:581] : INFO : Epoch 1913 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1912.07 ms [2022-04-05 10:37:38 main:581] : INFO : Epoch 1914 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 1899.88 ms [2022-04-05 10:37:40 main:581] : INFO : Epoch 1915 | loss: 0.0311459 | val_loss: 0.0311727 | Time: 1940.56 ms [2022-04-05 10:37:41 main:581] : INFO : Epoch 1916 | loss: 0.0311472 | val_loss: 0.031168 | Time: 1920.31 ms [2022-04-05 10:37:43 main:581] : INFO : Epoch 1917 | loss: 0.0311466 | val_loss: 0.03117 | Time: 1937.18 ms [2022-04-05 10:37:45 main:581] : INFO : Epoch 1918 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1891.08 ms [2022-04-05 10:37:47 main:581] : INFO : Epoch 1919 | loss: 0.0311514 | val_loss: 0.0311746 | Time: 1899.83 ms [2022-04-05 10:37:49 main:581] : INFO : Epoch 1920 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1906.15 ms [2022-04-05 10:37:51 main:581] : INFO : Epoch 1921 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 2053.68 ms [2022-04-05 10:37:53 main:581] : INFO : Epoch 1922 | loss: 0.0311455 | val_loss: 0.0311689 | Time: 2074.33 ms [2022-04-05 10:37:55 main:581] : INFO : Epoch 1923 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 1897.39 ms [2022-04-05 10:37:57 main:581] : INFO : Epoch 1924 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1913.61 ms [2022-04-05 10:37:59 main:581] : INFO : Epoch 1925 | loss: 0.0311445 | val_loss: 0.0311667 | Time: 1893.53 ms [2022-04-05 10:38:01 main:581] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.0311688 | Time: 1942.47 ms [2022-04-05 10:38:03 main:581] : INFO : Epoch 1927 | loss: 0.0311475 | val_loss: 0.0311664 | Time: 1946.67 ms [2022-04-05 10:38:05 main:581] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 1959.69 ms [2022-04-05 10:38:07 main:581] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311682 | Time: 1964.79 ms [2022-04-05 10:38:09 main:581] : INFO : Epoch 1930 | loss: 0.0311471 | val_loss: 0.03117 | Time: 1962.82 ms [2022-04-05 10:38:11 main:581] : INFO : Epoch 1931 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 1974.44 ms [2022-04-05 10:38:13 main:581] : INFO : Epoch 1932 | loss: 0.0311454 | val_loss: 0.0311678 | Time: 1949.57 ms [2022-04-05 10:38:15 main:581] : INFO : Epoch 1933 | loss: 0.0311463 | val_loss: 0.0311702 | Time: 1884.9 ms [2022-04-05 10:38:16 main:581] : INFO : Epoch 1934 | loss: 0.0311487 | val_loss: 0.0311669 | Time: 1921.12 ms [2022-04-05 10:38:18 main:581] : INFO : Epoch 1935 | loss: 0.0311465 | val_loss: 0.031172 | Time: 1993.72 ms [2022-04-05 10:38:21 main:581] : INFO : Epoch 1936 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 2078.32 ms [2022-04-05 10:38:22 main:581] : INFO : Epoch 1937 | loss: 0.0311433 | val_loss: 0.031166 | Time: 1972.19 ms [2022-04-05 10:38:24 main:581] : INFO : Epoch 1938 | loss: 0.0311467 | val_loss: 0.031173 | Time: 1946.69 ms [2022-04-05 10:38:26 main:581] : INFO : Epoch 1939 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 1913.73 ms [2022-04-05 10:38:28 main:581] : INFO : Epoch 1940 | loss: 0.031145 | val_loss: 0.0311658 | Time: 1973.24 ms [2022-04-05 10:38:30 main:581] : INFO : Epoch 1941 | loss: 0.0311477 | val_loss: 0.0311668 | Time: 1934.43 ms [2022-04-05 10:38:32 main:581] : INFO : Epoch 1942 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 1922.02 ms [2022-04-05 10:38:34 main:581] : INFO : Epoch 1943 | loss: 0.0311567 | val_loss: 0.0311803 | Time: 1886.39 ms [2022-04-05 10:38:36 main:581] : INFO : Epoch 1944 | loss: 0.0313682 | val_loss: 0.0315036 | Time: 1901.07 ms [2022-04-05 10:38:38 main:581] : INFO : Epoch 1945 | loss: 0.0789596 | val_loss: 0.0336786 | Time: 1927.57 ms [2022-04-05 10:38:40 main:581] : INFO : Epoch 1946 | loss: 0.0430967 | val_loss: 0.0339511 | Time: 1957.79 ms [2022-04-05 10:38:42 main:581] : INFO : Epoch 1947 | loss: 0.0321986 | val_loss: 0.0317071 | Time: 2223.42 ms [2022-04-05 10:38:44 main:581] : INFO : Epoch 1948 | loss: 0.0314265 | val_loss: 0.0313402 | Time: 1904.67 ms [2022-04-05 10:38:46 main:581] : INFO : Epoch 1949 | loss: 0.0312931 | val_loss: 0.0312727 | Time: 1879.12 ms [2022-04-05 10:38:48 main:581] : INFO : Epoch 1950 | loss: 0.031268 | val_loss: 0.0312621 | Time: 2086.53 ms [2022-04-05 10:38:50 main:581] : INFO : Epoch 1951 | loss: 0.0312626 | val_loss: 0.0312589 | Time: 2165.01 ms [2022-04-05 10:38:52 main:581] : INFO : Epoch 1952 | loss: 0.0312598 | val_loss: 0.0312561 | Time: 2006.73 ms [2022-04-05 10:38:54 main:581] : INFO : Epoch 1953 | loss: 0.0312574 | val_loss: 0.0312537 | Time: 1894.01 ms [2022-04-05 10:38:56 main:581] : INFO : Epoch 1954 | loss: 0.0312552 | val_loss: 0.0312512 | Time: 1881.93 ms [2022-04-05 10:38:58 main:581] : INFO : Epoch 1955 | loss: 0.0312529 | val_loss: 0.0312491 | Time: 1925.59 ms [2022-04-05 10:39:00 main:581] : INFO : Epoch 1956 | loss: 0.0312506 | val_loss: 0.0312468 | Time: 1971.22 ms [2022-04-05 10:39:02 main:581] : INFO : Epoch 1957 | loss: 0.0312484 | val_loss: 0.031244 | Time: 1910.25 ms [2022-04-05 10:39:04 main:581] : INFO : Epoch 1958 | loss: 0.0312457 | val_loss: 0.0312415 | Time: 1897.28 ms [2022-04-05 10:39:06 main:581] : INFO : Epoch 1959 | loss: 0.0312429 | val_loss: 0.0312378 | Time: 1890.09 ms [2022-04-05 10:39:07 main:581] : INFO : Epoch 1960 | loss: 0.0312392 | val_loss: 0.0312329 | Time: 1931.65 ms [2022-04-05 10:39:09 main:581] : INFO : Epoch 1961 | loss: 0.031236 | val_loss: 0.03123 | Time: 1982.88 ms [2022-04-05 10:39:11 main:581] : INFO : Epoch 1962 | loss: 0.0312333 | val_loss: 0.0312278 | Time: 1900.84 ms [2022-04-05 10:39:13 main:581] : INFO : Epoch 1963 | loss: 0.0312314 | val_loss: 0.0312262 | Time: 1880.52 ms [2022-04-05 10:39:15 main:581] : INFO : Epoch 1964 | loss: 0.0312299 | val_loss: 0.0312246 | Time: 1925.35 ms [2022-04-05 10:39:17 main:581] : INFO : Epoch 1965 | loss: 0.0312279 | val_loss: 0.0312224 | Time: 1892.32 ms [2022-04-05 10:39:19 main:581] : INFO : Epoch 1966 | loss: 0.031226 | val_loss: 0.0312215 | Time: 1888.93 ms [2022-04-05 10:39:21 main:581] : INFO : Epoch 1967 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 1937.61 ms [2022-04-05 10:39:23 main:581] : INFO : Epoch 1968 | loss: 0.0312237 | val_loss: 0.0312186 | Time: 1967.21 ms [2022-04-05 10:39:25 main:581] : INFO : Epoch 1969 | loss: 0.0312229 | val_loss: 0.031218 | Time: 1963.09 ms [2022-04-05 10:39:27 main:581] : INFO : Epoch 1970 | loss: 0.031222 | val_loss: 0.0312174 | Time: 1965.13 ms [2022-04-05 10:39:29 main:581] : INFO : Epoch 1971 | loss: 0.0312213 | val_loss: 0.0312163 | Time: 1923.26 ms [2022-04-05 10:39:31 main:581] : INFO : Epoch 1972 | loss: 0.0312205 | val_loss: 0.0312159 | Time: 1876.29 ms [2022-04-05 10:39:32 main:581] : INFO : Epoch 1973 | loss: 0.0312199 | val_loss: 0.0312151 | Time: 1894.95 ms [2022-04-05 10:39:34 main:581] : INFO : Epoch 1974 | loss: 0.0312187 | val_loss: 0.0312134 | Time: 1883.32 ms [2022-04-05 10:39:36 main:581] : INFO : Epoch 1975 | loss: 0.0312176 | val_loss: 0.0312123 | Time: 1900.18 ms [2022-04-05 10:39:38 main:581] : INFO : Epoch 1976 | loss: 0.0312165 | val_loss: 0.0312114 | Time: 1886.85 ms [2022-04-05 10:39:40 main:581] : INFO : Epoch 1977 | loss: 0.0312158 | val_loss: 0.0312111 | Time: 1884.76 ms [2022-04-05 10:39:42 main:581] : INFO : Epoch 1978 | loss: 0.0312153 | val_loss: 0.03121 | Time: 1890.39 ms [2022-04-05 10:39:44 main:581] : INFO : Epoch 1979 | loss: 0.0312139 | val_loss: 0.0312081 | Time: 1875.98 ms [2022-04-05 10:39:46 main:581] : INFO : Epoch 1980 | loss: 0.031209 | val_loss: 0.0311988 | Time: 1900.23 ms [2022-04-05 10:39:48 main:581] : INFO : Epoch 1981 | loss: 0.0312034 | val_loss: 0.0311993 | Time: 1880.37 ms [2022-04-05 10:39:49 main:581] : INFO : Epoch 1982 | loss: 0.031203 | val_loss: 0.0311989 | Time: 1894.79 ms [2022-04-05 10:39:51 main:581] : INFO : Epoch 1983 | loss: 0.0312025 | val_loss: 0.0311978 | Time: 1888.03 ms [2022-04-05 10:39:53 main:581] : INFO : Epoch 1984 | loss: 0.031202 | val_loss: 0.0311976 | Time: 1892.62 ms [2022-04-05 10:39:55 main:581] : INFO : Epoch 1985 | loss: 0.0312014 | val_loss: 0.0311971 | Time: 1900.32 ms [2022-04-05 10:39:57 main:581] : INFO : Epoch 1986 | loss: 0.0312012 | val_loss: 0.0311969 | Time: 1900.29 ms [2022-04-05 10:39:59 main:581] : INFO : Epoch 1987 | loss: 0.0312007 | val_loss: 0.031197 | Time: 1880.66 ms [2022-04-05 10:40:01 main:581] : INFO : Epoch 1988 | loss: 0.0312011 | val_loss: 0.0311968 | Time: 1880.41 ms [2022-04-05 10:40:03 main:581] : INFO : Epoch 1989 | loss: 0.0312004 | val_loss: 0.0311965 | Time: 1880.65 ms [2022-04-05 10:40:05 main:581] : INFO : Epoch 1990 | loss: 0.0312002 | val_loss: 0.0311966 | Time: 1887.67 ms [2022-04-05 10:40:06 main:581] : INFO : Epoch 1991 | loss: 0.0311999 | val_loss: 0.0311963 | Time: 1887.43 ms [2022-04-05 10:40:08 main:581] : INFO : Epoch 1992 | loss: 0.0311998 | val_loss: 0.0311961 | Time: 1914.89 ms [2022-04-05 10:40:10 main:581] : INFO : Epoch 1993 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 1965.41 ms [2022-04-05 10:40:12 main:581] : INFO : Epoch 1994 | loss: 0.0311994 | val_loss: 0.0311955 | Time: 1905.63 ms [2022-04-05 10:40:14 main:581] : INFO : Epoch 1995 | loss: 0.0311991 | val_loss: 0.0311957 | Time: 1884.36 ms [2022-04-05 10:40:16 main:581] : INFO : Epoch 1996 | loss: 0.0311991 | val_loss: 0.0311953 | Time: 1905.27 ms [2022-04-05 10:40:18 main:581] : INFO : Epoch 1997 | loss: 0.031199 | val_loss: 0.0311956 | Time: 1930.06 ms [2022-04-05 10:40:20 main:581] : INFO : Epoch 1998 | loss: 0.0311992 | val_loss: 0.0311952 | Time: 1903.06 ms [2022-04-05 10:40:22 main:581] : INFO : Epoch 1999 | loss: 0.0311988 | val_loss: 0.031195 | Time: 1895.01 ms [2022-04-05 10:40:24 main:581] : INFO : Epoch 2000 | loss: 0.0311983 | val_loss: 0.0311952 | Time: 1899.42 ms [2022-04-05 10:40:26 main:581] : INFO : Epoch 2001 | loss: 0.0311982 | val_loss: 0.0311948 | Time: 1905.55 ms [2022-04-05 10:40:27 main:581] : INFO : Epoch 2002 | loss: 0.0311981 | val_loss: 0.0311948 | Time: 1891 ms [2022-04-05 10:40:29 main:581] : INFO : Epoch 2003 | loss: 0.0311978 | val_loss: 0.0311949 | Time: 1909.53 ms [2022-04-05 10:40:31 main:581] : INFO : Epoch 2004 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1926.88 ms [2022-04-05 10:40:33 main:581] : INFO : Epoch 2005 | loss: 0.0311977 | val_loss: 0.0311945 | Time: 1951.96 ms [2022-04-05 10:40:35 main:581] : INFO : Epoch 2006 | loss: 0.0311977 | val_loss: 0.0311946 | Time: 1903.67 ms [2022-04-05 10:40:37 main:581] : INFO : Epoch 2007 | loss: 0.0311976 | val_loss: 0.0311944 | Time: 1918.97 ms [2022-04-05 10:40:39 main:581] : INFO : Epoch 2008 | loss: 0.0311974 | val_loss: 0.0311945 | Time: 1928.85 ms [2022-04-05 10:40:41 main:581] : INFO : Epoch 2009 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 1913.56 ms [2022-04-05 10:40:43 main:581] : INFO : Epoch 2010 | loss: 0.0311974 | val_loss: 0.0311947 | Time: 1925.97 ms [2022-04-05 10:40:45 main:581] : INFO : Epoch 2011 | loss: 0.0311974 | val_loss: 0.0311943 | Time: 1907.07 ms [2022-04-05 10:40:47 main:581] : INFO : Epoch 2012 | loss: 0.0311974 | val_loss: 0.0311943 | Time: 1916.43 ms [2022-04-05 10:40:49 main:581] : INFO : Epoch 2013 | loss: 0.031197 | val_loss: 0.0311939 | Time: 1913.87 ms [2022-04-05 10:40:51 main:581] : INFO : Epoch 2014 | loss: 0.0311971 | val_loss: 0.0311945 | Time: 1972.14 ms [2022-04-05 10:40:52 main:581] : INFO : Epoch 2015 | loss: 0.0311973 | val_loss: 0.0311938 | Time: 1964.51 ms [2022-04-05 10:40:54 main:581] : INFO : Epoch 2016 | loss: 0.0311969 | val_loss: 0.0311936 | Time: 1963.66 ms [2022-04-05 10:40:56 main:581] : INFO : Epoch 2017 | loss: 0.0311969 | val_loss: 0.0311936 | Time: 1938.55 ms [2022-04-05 10:40:58 main:581] : INFO : Epoch 2018 | loss: 0.0311967 | val_loss: 0.0311936 | Time: 1895.39 ms [2022-04-05 10:41:00 main:581] : INFO : Epoch 2019 | loss: 0.0311964 | val_loss: 0.0311936 | Time: 1908.38 ms [2022-04-05 10:41:02 main:581] : INFO : Epoch 2020 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 1944.19 ms [2022-04-05 10:41:04 main:581] : INFO : Epoch 2021 | loss: 0.0311971 | val_loss: 0.0311941 | Time: 1961.05 ms [2022-04-05 10:41:06 main:581] : INFO : Epoch 2022 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 1979.25 ms [2022-04-05 10:41:08 main:581] : INFO : Epoch 2023 | loss: 0.0311963 | val_loss: 0.0311939 | Time: 1979.8 ms [2022-04-05 10:41:10 main:581] : INFO : Epoch 2024 | loss: 0.0311964 | val_loss: 0.031195 | Time: 1909.7 ms [2022-04-05 10:41:12 main:581] : INFO : Epoch 2025 | loss: 0.0311968 | val_loss: 0.0311939 | Time: 1903.61 ms [2022-04-05 10:41:14 main:581] : INFO : Epoch 2026 | loss: 0.0311965 | val_loss: 0.0311942 | Time: 1912.12 ms [2022-04-05 10:41:16 main:581] : INFO : Epoch 2027 | loss: 0.0311963 | val_loss: 0.0311932 | Time: 1891.2 ms [2022-04-05 10:41:18 main:581] : INFO : Epoch 2028 | loss: 0.0311962 | val_loss: 0.0311935 | Time: 1884 ms [2022-04-05 10:41:19 main:581] : INFO : Epoch 2029 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 1894.76 ms [2022-04-05 10:41:21 main:581] : INFO : Epoch 2030 | loss: 0.0311958 | val_loss: 0.0311936 | Time: 1876.57 ms [2022-04-05 10:41:23 main:581] : INFO : Epoch 2031 | loss: 0.031196 | val_loss: 0.0311931 | Time: 1877.79 ms [2022-04-05 10:41:25 main:581] : INFO : Epoch 2032 | loss: 0.0311956 | val_loss: 0.0311933 | Time: 1888.14 ms [2022-04-05 10:41:27 main:581] : INFO : Epoch 2033 | loss: 0.0311956 | val_loss: 0.0311935 | Time: 1926.62 ms [2022-04-05 10:41:29 main:581] : INFO : Epoch 2034 | loss: 0.0311957 | val_loss: 0.031193 | Time: 1895.61 ms [2022-04-05 10:41:31 main:581] : INFO : Epoch 2035 | loss: 0.0311948 | val_loss: 0.0311911 | Time: 1896.69 ms [2022-04-05 10:41:33 main:581] : INFO : Epoch 2036 | loss: 0.0311918 | val_loss: 0.0311895 | Time: 1898.27 ms [2022-04-05 10:41:35 main:581] : INFO : Epoch 2037 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 1919.1 ms [2022-04-05 10:41:37 main:581] : INFO : Epoch 2038 | loss: 0.031191 | val_loss: 0.0311889 | Time: 1947.07 ms [2022-04-05 10:41:39 main:581] : INFO : Epoch 2039 | loss: 0.0311908 | val_loss: 0.0311885 | Time: 1914.78 ms [2022-04-05 10:41:40 main:581] : INFO : Epoch 2040 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 1970.05 ms [2022-04-05 10:41:43 main:581] : INFO : Epoch 2041 | loss: 0.0311906 | val_loss: 0.0311886 | Time: 2120.86 ms [2022-04-05 10:41:45 main:581] : INFO : Epoch 2042 | loss: 0.0311908 | val_loss: 0.031189 | Time: 2109.04 ms [2022-04-05 10:41:47 main:581] : INFO : Epoch 2043 | loss: 0.0311903 | val_loss: 0.0311885 | Time: 2092.74 ms [2022-04-05 10:41:49 main:581] : INFO : Epoch 2044 | loss: 0.0311901 | val_loss: 0.031189 | Time: 2144.65 ms [2022-04-05 10:41:51 main:581] : INFO : Epoch 2045 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1954.46 ms [2022-04-05 10:41:53 main:581] : INFO : Epoch 2046 | loss: 0.03119 | val_loss: 0.0311887 | Time: 1896.04 ms [2022-04-05 10:41:55 main:581] : INFO : Epoch 2047 | loss: 0.03119 | val_loss: 0.031188 | Time: 1887.21 ms [2022-04-05 10:41:57 main:581] : INFO : Epoch 2048 | loss: 0.0311901 | val_loss: 0.0311886 | Time: 1901.64 ms [2022-04-05 10:41:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311886 [2022-04-05 10:41:57 main:610] : INFO : Saving end state to config to file [2022-04-05 10:41:57 main:615] : INFO : Success, exiting.. 10:41:57 (1722683): 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)