Task 4198194
| Name | ParityMachine-1612383012-15924-2_0 |
| Workunit | 2292611 |
| Created | 27 Feb 2021, 23:55:45 UTC |
| Sent | 9 Mar 2021, 16:56:41 UTC |
| Report deadline | 16 Mar 2021, 16:56:41 UTC |
| Received | 9 Mar 2021, 20:02:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 1 hours 3 min 24 sec |
| CPU time | 1 hours 2 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311565 | val_loss: 0.0311754 | Time: 1972.76 ms [2021-03-09 19:49:36 main:574] : INFO : Epoch 1543 | loss: 0.0311597 | val_loss: 0.0311762 | Time: 1544.67 ms [2021-03-09 19:49:38 main:574] : INFO : Epoch 1544 | loss: 0.0311612 | val_loss: 0.0311885 | Time: 1916.63 ms [2021-03-09 19:49:40 main:574] : INFO : Epoch 1545 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 1949.87 ms [2021-03-09 19:49:42 main:574] : INFO : Epoch 1546 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 1926.27 ms [2021-03-09 19:49:44 main:574] : INFO : Epoch 1547 | loss: 0.0311552 | val_loss: 0.0311718 | Time: 1900.23 ms [2021-03-09 19:49:45 main:574] : INFO : Epoch 1548 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 1634.76 ms [2021-03-09 19:49:47 main:574] : INFO : Epoch 1549 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 1778.35 ms [2021-03-09 19:49:49 main:574] : INFO : Epoch 1550 | loss: 0.0311555 | val_loss: 0.0311721 | Time: 1948.32 ms [2021-03-09 19:49:51 main:574] : INFO : Epoch 1551 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 1903.19 ms [2021-03-09 19:49:53 main:574] : INFO : Epoch 1552 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1895.57 ms [2021-03-09 19:49:55 main:574] : INFO : Epoch 1553 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 1827.63 ms [2021-03-09 19:49:56 main:574] : INFO : Epoch 1554 | loss: 0.0311567 | val_loss: 0.0311725 | Time: 1597.75 ms [2021-03-09 19:49:58 main:574] : INFO : Epoch 1555 | loss: 0.0311569 | val_loss: 0.031168 | Time: 1927.19 ms [2021-03-09 19:50:00 main:574] : INFO : Epoch 1556 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 1961.64 ms [2021-03-09 19:50:02 main:574] : INFO : Epoch 1557 | loss: 0.0311565 | val_loss: 0.031173 | Time: 1938.84 ms [2021-03-09 19:50:04 main:574] : INFO : Epoch 1558 | loss: 0.0311554 | val_loss: 0.0311725 | Time: 1947.85 ms [2021-03-09 19:50:06 main:574] : INFO : Epoch 1559 | loss: 0.0311563 | val_loss: 0.0311758 | Time: 1576.24 ms [2021-03-09 19:50:08 main:574] : INFO : Epoch 1560 | loss: 0.0311592 | val_loss: 0.0311761 | Time: 1906.45 ms [2021-03-09 19:50:10 main:574] : INFO : Epoch 1561 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 1939.73 ms [2021-03-09 19:50:12 main:574] : INFO : Epoch 1562 | loss: 0.0311551 | val_loss: 0.0311704 | Time: 1899.31 ms [2021-03-09 19:50:13 main:574] : INFO : Epoch 1563 | loss: 0.0311572 | val_loss: 0.0311755 | Time: 1931.87 ms [2021-03-09 19:50:15 main:574] : INFO : Epoch 1564 | loss: 0.031156 | val_loss: 0.0311712 | Time: 1644.63 ms [2021-03-09 19:50:17 main:574] : INFO : Epoch 1565 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 1695.64 ms [2021-03-09 19:50:19 main:574] : INFO : Epoch 1566 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 1922.83 ms [2021-03-09 19:50:21 main:574] : INFO : Epoch 1567 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 1915.64 ms [2021-03-09 19:50:23 main:574] : INFO : Epoch 1568 | loss: 0.0311552 | val_loss: 0.03117 | Time: 1914.23 ms [2021-03-09 19:50:25 main:574] : INFO : Epoch 1569 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 1898.3 ms [2021-03-09 19:50:26 main:574] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 1488.38 ms [2021-03-09 19:50:28 main:574] : INFO : Epoch 1571 | loss: 0.0311568 | val_loss: 0.0311784 | Time: 1925.76 ms [2021-03-09 19:50:30 main:574] : INFO : Epoch 1572 | loss: 0.0311549 | val_loss: 0.0311732 | Time: 1940.23 ms [2021-03-09 19:50:32 main:574] : INFO : Epoch 1573 | loss: 0.0311519 | val_loss: 0.0311705 | Time: 1947.76 ms [2021-03-09 19:50:34 main:574] : INFO : Epoch 1574 | loss: 0.0311529 | val_loss: 0.0311712 | Time: 1942.16 ms [2021-03-09 19:50:35 main:574] : INFO : Epoch 1575 | loss: 0.0311534 | val_loss: 0.0311713 | Time: 1544.04 ms [2021-03-09 19:50:37 main:574] : INFO : Epoch 1576 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 1848.53 ms [2021-03-09 19:50:39 main:574] : INFO : Epoch 1577 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 1901.03 ms [2021-03-09 19:50:41 main:574] : INFO : Epoch 1578 | loss: 0.031154 | val_loss: 0.0311787 | Time: 1964.58 ms [2021-03-09 19:50:43 main:574] : INFO : Epoch 1579 | loss: 0.0311546 | val_loss: 0.0311725 | Time: 1885.76 ms [2021-03-09 19:50:45 main:574] : INFO : Epoch 1580 | loss: 0.0311523 | val_loss: 0.0311715 | Time: 1771.61 ms [2021-03-09 19:50:46 main:574] : INFO : Epoch 1581 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 1581.11 ms [2021-03-09 19:50:48 main:574] : INFO : Epoch 1582 | loss: 0.0311519 | val_loss: 0.0311712 | Time: 1894.35 ms [2021-03-09 19:50:50 main:574] : INFO : Epoch 1583 | loss: 0.0311548 | val_loss: 0.0311738 | Time: 1901.31 ms [2021-03-09 19:50:52 main:574] : INFO : Epoch 1584 | loss: 0.0311533 | val_loss: 0.0311749 | Time: 1906.1 ms [2021-03-09 19:50:54 main:574] : INFO : Epoch 1585 | loss: 0.0311509 | val_loss: 0.031172 | Time: 1950.13 ms [2021-03-09 19:50:56 main:574] : INFO : Epoch 1586 | loss: 0.0311511 | val_loss: 0.0311726 | Time: 1573.81 ms [2021-03-09 19:50:58 main:574] : INFO : Epoch 1587 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 1874.69 ms [2021-03-09 19:51:00 main:574] : INFO : Epoch 1588 | loss: 0.0311527 | val_loss: 0.0311747 | Time: 1957.44 ms [2021-03-09 19:51:02 main:574] : INFO : Epoch 1589 | loss: 0.031156 | val_loss: 0.0311687 | Time: 1917.02 ms [2021-03-09 19:51:03 main:574] : INFO : Epoch 1590 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 1825.24 ms [2021-03-09 19:51:05 main:574] : INFO : Epoch 1591 | loss: 0.0311535 | val_loss: 0.0311697 | Time: 1699.18 ms [2021-03-09 19:51:07 main:574] : INFO : Epoch 1592 | loss: 0.0311545 | val_loss: 0.0311732 | Time: 1663.5 ms [2021-03-09 19:51:09 main:574] : INFO : Epoch 1593 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 1933.04 ms [2021-03-09 19:51:11 main:574] : INFO : Epoch 1594 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 1945.76 ms [2021-03-09 19:51:13 main:574] : INFO : Epoch 1595 | loss: 0.031159 | val_loss: 0.0311759 | Time: 1951.61 ms [2021-03-09 19:51:15 main:574] : INFO : Epoch 1596 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 2025.56 ms [2021-03-09 19:51:16 main:574] : INFO : Epoch 1597 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 1537.69 ms [2021-03-09 19:51:18 main:574] : INFO : Epoch 1598 | loss: 0.0311576 | val_loss: 0.0311819 | Time: 1973.7 ms [2021-03-09 19:51:20 main:574] : INFO : Epoch 1599 | loss: 0.0311563 | val_loss: 0.0311747 | Time: 1979.88 ms [2021-03-09 19:51:22 main:574] : INFO : Epoch 1600 | loss: 0.031155 | val_loss: 0.0311717 | Time: 1938.75 ms [2021-03-09 19:51:24 main:574] : INFO : Epoch 1601 | loss: 0.0311528 | val_loss: 0.0311744 | Time: 1913.95 ms [2021-03-09 19:51:26 main:574] : INFO : Epoch 1602 | loss: 0.0311533 | val_loss: 0.0311728 | Time: 1564.31 ms [2021-03-09 19:51:28 main:574] : INFO : Epoch 1603 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 1926.79 ms [2021-03-09 19:51:29 main:574] : INFO : Epoch 1604 | loss: 0.031152 | val_loss: 0.0311733 | Time: 1931.32 ms [2021-03-09 19:51:31 main:574] : INFO : Epoch 1605 | loss: 0.0311526 | val_loss: 0.0311759 | Time: 1974.99 ms [2021-03-09 19:51:33 main:574] : INFO : Epoch 1606 | loss: 0.031153 | val_loss: 0.0311755 | Time: 1973.09 ms [2021-03-09 19:51:35 main:574] : INFO : Epoch 1607 | loss: 0.0311527 | val_loss: 0.0311752 | Time: 1698.17 ms [2021-03-09 19:51:37 main:574] : INFO : Epoch 1608 | loss: 0.0311539 | val_loss: 0.031175 | Time: 1661.74 ms [2021-03-09 19:51:39 main:574] : INFO : Epoch 1609 | loss: 0.0311516 | val_loss: 0.031172 | Time: 1939.74 ms [2021-03-09 19:51:41 main:574] : INFO : Epoch 1610 | loss: 0.0311513 | val_loss: 0.031173 | Time: 1964.93 ms [2021-03-09 19:51:43 main:574] : INFO : Epoch 1611 | loss: 0.0311521 | val_loss: 0.0311743 | Time: 1952.67 ms [2021-03-09 19:51:45 main:574] : INFO : Epoch 1612 | loss: 0.0311535 | val_loss: 0.0311758 | Time: 1909.9 ms [2021-03-09 19:51:46 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311735 | Time: 1515.92 ms [2021-03-09 19:51:48 main:574] : INFO : Epoch 1614 | loss: 0.0311516 | val_loss: 0.0311735 | Time: 1920.96 ms [2021-03-09 19:51:50 main:574] : INFO : Epoch 1615 | loss: 0.0311501 | val_loss: 0.0311722 | Time: 1939.22 ms [2021-03-09 19:51:52 main:574] : INFO : Epoch 1616 | loss: 0.0311502 | val_loss: 0.0311726 | Time: 1925.14 ms [2021-03-09 19:51:54 main:574] : INFO : Epoch 1617 | loss: 0.0311514 | val_loss: 0.0311748 | Time: 1892.88 ms [2021-03-09 19:51:56 main:574] : INFO : Epoch 1618 | loss: 0.0311497 | val_loss: 0.0311715 | Time: 1587.35 ms [2021-03-09 19:51:57 main:574] : INFO : Epoch 1619 | loss: 0.0311514 | val_loss: 0.0311767 | Time: 1839.24 ms [2021-03-09 19:51:59 main:574] : INFO : Epoch 1620 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 1901.92 ms [2021-03-09 19:52:01 main:574] : INFO : Epoch 1621 | loss: 0.0311513 | val_loss: 0.0311755 | Time: 1901.69 ms [2021-03-09 19:52:03 main:574] : INFO : Epoch 1622 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 1960.3 ms [2021-03-09 19:52:05 main:574] : INFO : Epoch 1623 | loss: 0.0311534 | val_loss: 0.0311742 | Time: 1798.31 ms [2021-03-09 19:52:07 main:574] : INFO : Epoch 1624 | loss: 0.031151 | val_loss: 0.0311726 | Time: 1609.1 ms [2021-03-09 19:52:09 main:574] : INFO : Epoch 1625 | loss: 0.0311503 | val_loss: 0.0311721 | Time: 1897.84 ms [2021-03-09 19:52:10 main:574] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311767 | Time: 1948.66 ms [2021-03-09 19:52:12 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311796 | Time: 1902.24 ms [2021-03-09 19:52:14 main:574] : INFO : Epoch 1628 | loss: 0.0311501 | val_loss: 0.0311725 | Time: 1882.02 ms [2021-03-09 19:52:16 main:574] : INFO : Epoch 1629 | loss: 0.0311495 | val_loss: 0.0311725 | Time: 1556.98 ms [2021-03-09 19:52:18 main:574] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311745 | Time: 1848.78 ms [2021-03-09 19:52:20 main:574] : INFO : Epoch 1631 | loss: 0.0311479 | val_loss: 0.0311742 | Time: 1938.11 ms [2021-03-09 19:52:22 main:574] : INFO : Epoch 1632 | loss: 0.0311491 | val_loss: 0.031172 | Time: 1917 ms [2021-03-09 19:52:24 main:574] : INFO : Epoch 1633 | loss: 0.0311477 | val_loss: 0.0311747 | Time: 1922.82 ms [2021-03-09 19:52:25 main:574] : INFO : Epoch 1634 | loss: 0.0311498 | val_loss: 0.0311764 | Time: 1704.68 ms [2021-03-09 19:52:27 main:574] : INFO : Epoch 1635 | loss: 0.0311492 | val_loss: 0.0311784 | Time: 1671.12 ms [2021-03-09 19:52:29 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311754 | Time: 1957.68 ms [2021-03-09 19:52:31 main:574] : INFO : Epoch 1637 | loss: 0.0311475 | val_loss: 0.0311724 | Time: 1878.88 ms [2021-03-09 19:52:33 main:574] : INFO : Epoch 1638 | loss: 0.0311474 | val_loss: 0.0311727 | Time: 1943.3 ms [2021-03-09 19:52:35 main:574] : INFO : Epoch 1639 | loss: 0.0311481 | val_loss: 0.0311732 | Time: 2040.7 ms [2021-03-09 19:52:36 main:574] : INFO : Epoch 1640 | loss: 0.0311489 | val_loss: 0.0311749 | Time: 1503.12 ms [2021-03-09 19:52:38 main:574] : INFO : Epoch 1641 | loss: 0.0311487 | val_loss: 0.0311722 | Time: 1915.54 ms [2021-03-09 19:52:40 main:574] : INFO : Epoch 1642 | loss: 0.0311486 | val_loss: 0.0311763 | Time: 1925.19 ms [2021-03-09 19:52:42 main:574] : INFO : Epoch 1643 | loss: 0.0311505 | val_loss: 0.0311739 | Time: 1962.85 ms [2021-03-09 19:52:44 main:574] : INFO : Epoch 1644 | loss: 0.0311485 | val_loss: 0.0311724 | Time: 1891.02 ms [2021-03-09 19:52:46 main:574] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311771 | Time: 1631.9 ms [2021-03-09 19:52:48 main:574] : INFO : Epoch 1646 | loss: 0.0311579 | val_loss: 0.031172 | Time: 1834.53 ms [2021-03-09 19:52:49 main:574] : INFO : Epoch 1647 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1915.35 ms [2021-03-09 19:52:51 main:574] : INFO : Epoch 1648 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 1906.32 ms [2021-03-09 19:52:53 main:574] : INFO : Epoch 1649 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1908.6 ms [2021-03-09 19:52:55 main:574] : INFO : Epoch 1650 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1789.84 ms [2021-03-09 19:52:57 main:574] : INFO : Epoch 1651 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 1604.21 ms [2021-03-09 19:52:59 main:574] : INFO : Epoch 1652 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 1954.31 ms [2021-03-09 19:53:01 main:574] : INFO : Epoch 1653 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1926.55 ms [2021-03-09 19:53:03 main:574] : INFO : Epoch 1654 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 1926.77 ms [2021-03-09 19:53:05 main:574] : INFO : Epoch 1655 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 1969.53 ms [2021-03-09 19:53:06 main:574] : INFO : Epoch 1656 | loss: 0.0311544 | val_loss: 0.0311747 | Time: 1504.99 ms [2021-03-09 19:53:08 main:574] : INFO : Epoch 1657 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 1953.85 ms [2021-03-09 19:53:10 main:574] : INFO : Epoch 1658 | loss: 0.0311555 | val_loss: 0.0311717 | Time: 1899.83 ms [2021-03-09 19:53:12 main:574] : INFO : Epoch 1659 | loss: 0.0311513 | val_loss: 0.0311742 | Time: 1913.41 ms [2021-03-09 19:53:14 main:574] : INFO : Epoch 1660 | loss: 0.0311518 | val_loss: 0.0311806 | Time: 1907.51 ms [2021-03-09 19:53:16 main:574] : INFO : Epoch 1661 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 1683.42 ms [2021-03-09 19:53:17 main:574] : INFO : Epoch 1662 | loss: 0.0311538 | val_loss: 0.031174 | Time: 1698.93 ms [2021-03-09 19:53:19 main:574] : INFO : Epoch 1663 | loss: 0.031153 | val_loss: 0.0311736 | Time: 1900.37 ms [2021-03-09 19:53:21 main:574] : INFO : Epoch 1664 | loss: 0.031155 | val_loss: 0.0311731 | Time: 1961.79 ms [2021-03-09 19:53:23 main:574] : INFO : Epoch 1665 | loss: 0.0311521 | val_loss: 0.0311735 | Time: 1928.32 ms [2021-03-09 19:53:25 main:574] : INFO : Epoch 1666 | loss: 0.03115 | val_loss: 0.031173 | Time: 1829.23 ms [2021-03-09 19:53:26 main:574] : INFO : Epoch 1667 | loss: 0.031148 | val_loss: 0.0311727 | Time: 1538.06 ms [2021-03-09 19:53:28 main:574] : INFO : Epoch 1668 | loss: 0.0311486 | val_loss: 0.0311743 | Time: 1907.19 ms [2021-03-09 19:53:30 main:574] : INFO : Epoch 1669 | loss: 0.0311496 | val_loss: 0.0311749 | Time: 1915.22 ms [2021-03-09 19:53:32 main:574] : INFO : Epoch 1670 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 1913.37 ms [2021-03-09 19:53:34 main:574] : INFO : Epoch 1671 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 1931.58 ms [2021-03-09 19:53:36 main:574] : INFO : Epoch 1672 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 1589.97 ms [2021-03-09 19:53:38 main:574] : INFO : Epoch 1673 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 1829.07 ms [2021-03-09 19:53:40 main:574] : INFO : Epoch 1674 | loss: 0.0311684 | val_loss: 0.031171 | Time: 1956.21 ms [2021-03-09 19:53:42 main:574] : INFO : Epoch 1675 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 1922.51 ms [2021-03-09 19:53:44 main:574] : INFO : Epoch 1676 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 1884.42 ms [2021-03-09 19:53:45 main:574] : INFO : Epoch 1677 | loss: 0.0311614 | val_loss: 0.03117 | Time: 1767.52 ms [2021-03-09 19:53:47 main:574] : INFO : Epoch 1678 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 1624.85 ms [2021-03-09 19:53:49 main:574] : INFO : Epoch 1679 | loss: 0.0311571 | val_loss: 0.0311691 | Time: 1910.25 ms [2021-03-09 19:53:51 main:574] : INFO : Epoch 1680 | loss: 0.031157 | val_loss: 0.0311723 | Time: 1966.29 ms [2021-03-09 19:53:53 main:574] : INFO : Epoch 1681 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 2012.06 ms [2021-03-09 19:53:55 main:574] : INFO : Epoch 1682 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 1922.91 ms [2021-03-09 19:53:56 main:574] : INFO : Epoch 1683 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 1488.8 ms [2021-03-09 19:53:58 main:574] : INFO : Epoch 1684 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 1920.22 ms [2021-03-09 19:54:00 main:574] : INFO : Epoch 1685 | loss: 0.0311542 | val_loss: 0.0311696 | Time: 1917.85 ms [2021-03-09 19:54:02 main:574] : INFO : Epoch 1686 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 1961.21 ms [2021-03-09 19:54:04 main:574] : INFO : Epoch 1687 | loss: 0.0311534 | val_loss: 0.0311716 | Time: 1921.48 ms [2021-03-09 19:54:06 main:574] : INFO : Epoch 1688 | loss: 0.0311574 | val_loss: 0.0311754 | Time: 1619.91 ms [2021-03-09 19:54:07 main:574] : INFO : Epoch 1689 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 1735.3 ms [2021-03-09 19:54:09 main:574] : INFO : Epoch 1690 | loss: 0.0311533 | val_loss: 0.0311716 | Time: 1937.9 ms [2021-03-09 19:54:11 main:574] : INFO : Epoch 1691 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 1925.66 ms [2021-03-09 19:54:13 main:574] : INFO : Epoch 1692 | loss: 0.0311533 | val_loss: 0.0311697 | Time: 1889.31 ms [2021-03-09 19:54:15 main:574] : INFO : Epoch 1693 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 1885.18 ms [2021-03-09 19:54:17 main:574] : INFO : Epoch 1694 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 1557.65 ms [2021-03-09 19:54:19 main:574] : INFO : Epoch 1695 | loss: 0.0311567 | val_loss: 0.0311776 | Time: 1893.3 ms [2021-03-09 19:54:21 main:574] : INFO : Epoch 1696 | loss: 0.0311523 | val_loss: 0.0311733 | Time: 1885.54 ms [2021-03-09 19:54:22 main:574] : INFO : Epoch 1697 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 1870.73 ms [2021-03-09 19:54:24 main:574] : INFO : Epoch 1698 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 1931.66 ms [2021-03-09 19:54:26 main:574] : INFO : Epoch 1699 | loss: 0.0311519 | val_loss: 0.031173 | Time: 1562.56 ms [2021-03-09 19:54:28 main:574] : INFO : Epoch 1700 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 1824.91 ms [2021-03-09 19:54:30 main:574] : INFO : Epoch 1701 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 1955.33 ms [2021-03-09 19:54:32 main:574] : INFO : Epoch 1702 | loss: 0.0311535 | val_loss: 0.0311763 | Time: 1910.34 ms [2021-03-09 19:54:34 main:574] : INFO : Epoch 1703 | loss: 0.0311545 | val_loss: 0.0311739 | Time: 1904.45 ms [2021-03-09 19:54:35 main:574] : INFO : Epoch 1704 | loss: 0.0311565 | val_loss: 0.0311768 | Time: 1750.18 ms [2021-03-09 19:54:37 main:574] : INFO : Epoch 1705 | loss: 0.0311543 | val_loss: 0.0311703 | Time: 1651.99 ms [2021-03-09 19:54:39 main:574] : INFO : Epoch 1706 | loss: 0.0311548 | val_loss: 0.031176 | Time: 2008 ms [2021-03-09 19:54:41 main:574] : INFO : Epoch 1707 | loss: 0.0311522 | val_loss: 0.0311781 | Time: 1967.63 ms [2021-03-09 19:54:43 main:574] : INFO : Epoch 1708 | loss: 0.0311529 | val_loss: 0.031171 | Time: 1979.99 ms [2021-03-09 19:54:45 main:574] : INFO : Epoch 1709 | loss: 0.0311506 | val_loss: 0.0311727 | Time: 1994.21 ms [2021-03-09 19:54:47 main:574] : INFO : Epoch 1710 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 1614.7 ms [2021-03-09 19:54:49 main:574] : INFO : Epoch 1711 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 1953.79 ms [2021-03-09 19:54:50 main:574] : INFO : Epoch 1712 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 1925.24 ms [2021-03-09 19:54:52 main:574] : INFO : Epoch 1713 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 1987.21 ms [2021-03-09 19:54:54 main:574] : INFO : Epoch 1714 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2006.82 ms [2021-03-09 19:54:56 main:574] : INFO : Epoch 1715 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 1614.03 ms [2021-03-09 19:54:58 main:574] : INFO : Epoch 1716 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 1901.69 ms [2021-03-09 19:55:00 main:574] : INFO : Epoch 1717 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 1996.51 ms [2021-03-09 19:55:02 main:574] : INFO : Epoch 1718 | loss: 0.0311521 | val_loss: 0.0311714 | Time: 2013.47 ms [2021-03-09 19:55:04 main:574] : INFO : Epoch 1719 | loss: 0.0311521 | val_loss: 0.0311697 | Time: 2006.39 ms [2021-03-09 19:55:06 main:574] : INFO : Epoch 1720 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 1685.86 ms [2021-03-09 19:55:08 main:574] : INFO : Epoch 1721 | loss: 0.0311509 | val_loss: 0.0311718 | Time: 1801.89 ms [2021-03-09 19:55:10 main:574] : INFO : Epoch 1722 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 2016.68 ms [2021-03-09 19:55:12 main:574] : INFO : Epoch 1723 | loss: 0.0311509 | val_loss: 0.0311758 | Time: 2034.17 ms [2021-03-09 19:55:14 main:574] : INFO : Epoch 1724 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 1961.67 ms [2021-03-09 19:55:16 main:574] : INFO : Epoch 1725 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1816.87 ms [2021-03-09 19:55:17 main:574] : INFO : Epoch 1726 | loss: 0.0311491 | val_loss: 0.0311723 | Time: 1745.41 ms [2021-03-09 19:55:19 main:574] : INFO : Epoch 1727 | loss: 0.0311518 | val_loss: 0.0311727 | Time: 2018.69 ms [2021-03-09 19:55:21 main:574] : INFO : Epoch 1728 | loss: 0.0311532 | val_loss: 0.0311727 | Time: 2008.95 ms [2021-03-09 19:55:23 main:574] : INFO : Epoch 1729 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 2064.65 ms [2021-03-09 19:55:25 main:574] : INFO : Epoch 1730 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 1962.1 ms [2021-03-09 19:55:27 main:574] : INFO : Epoch 1731 | loss: 0.0311513 | val_loss: 0.0311728 | Time: 1680.37 ms [2021-03-09 19:55:29 main:574] : INFO : Epoch 1732 | loss: 0.0311544 | val_loss: 0.0311727 | Time: 2004.9 ms [2021-03-09 19:55:31 main:574] : INFO : Epoch 1733 | loss: 0.0311556 | val_loss: 0.0311773 | Time: 1959.33 ms [2021-03-09 19:55:33 main:574] : INFO : Epoch 1734 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 1966.52 ms [2021-03-09 19:55:35 main:574] : INFO : Epoch 1735 | loss: 0.0311561 | val_loss: 0.0311772 | Time: 2039.9 ms [2021-03-09 19:55:37 main:574] : INFO : Epoch 1736 | loss: 0.031155 | val_loss: 0.031174 | Time: 1541.55 ms [2021-03-09 19:55:39 main:574] : INFO : Epoch 1737 | loss: 0.0311531 | val_loss: 0.0311724 | Time: 2006.04 ms [2021-03-09 19:55:41 main:574] : INFO : Epoch 1738 | loss: 0.0311505 | val_loss: 0.0311731 | Time: 1986.26 ms [2021-03-09 19:55:43 main:574] : INFO : Epoch 1739 | loss: 0.0311503 | val_loss: 0.0311721 | Time: 1942.21 ms [2021-03-09 19:55:45 main:574] : INFO : Epoch 1740 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 1988.93 ms [2021-03-09 19:55:46 main:574] : INFO : Epoch 1741 | loss: 0.0311501 | val_loss: 0.0311744 | Time: 1567.79 ms [2021-03-09 19:55:48 main:574] : INFO : Epoch 1742 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 1869.82 ms [2021-03-09 19:55:50 main:574] : INFO : Epoch 1743 | loss: 0.0311491 | val_loss: 0.0311731 | Time: 1973.22 ms [2021-03-09 19:55:52 main:574] : INFO : Epoch 1744 | loss: 0.0311481 | val_loss: 0.0311752 | Time: 1940.9 ms [2021-03-09 19:55:54 main:574] : INFO : Epoch 1745 | loss: 0.0311494 | val_loss: 0.0311727 | Time: 2003.37 ms [2021-03-09 19:55:56 main:574] : INFO : Epoch 1746 | loss: 0.0311486 | val_loss: 0.0311708 | Time: 1741.48 ms [2021-03-09 19:55:58 main:574] : INFO : Epoch 1747 | loss: 0.0311483 | val_loss: 0.0311733 | Time: 1786.47 ms [2021-03-09 19:56:00 main:574] : INFO : Epoch 1748 | loss: 0.031151 | val_loss: 0.0311745 | Time: 1954.55 ms [2021-03-09 19:56:01 main:574] : INFO : Epoch 1749 | loss: 0.0311468 | val_loss: 0.0311721 | Time: 1968 ms [2021-03-09 19:56:03 main:574] : INFO : Epoch 1750 | loss: 0.0311476 | val_loss: 0.0311725 | Time: 1978.2 ms [2021-03-09 19:56:05 main:574] : INFO : Epoch 1751 | loss: 0.0311465 | val_loss: 0.0311729 | Time: 1895.45 ms [2021-03-09 19:56:07 main:574] : INFO : Epoch 1752 | loss: 0.0311459 | val_loss: 0.0311717 | Time: 1678.95 ms [2021-03-09 19:56:09 main:574] : INFO : Epoch 1753 | loss: 0.0311474 | val_loss: 0.0311763 | Time: 2013.84 ms [2021-03-09 19:56:11 main:574] : INFO : Epoch 1754 | loss: 0.0311463 | val_loss: 0.0311731 | Time: 1987.54 ms [2021-03-09 19:56:13 main:574] : INFO : Epoch 1755 | loss: 0.0311451 | val_loss: 0.0311761 | Time: 1989.65 ms [2021-03-09 19:56:15 main:574] : INFO : Epoch 1756 | loss: 0.0311463 | val_loss: 0.0311749 | Time: 1984.36 ms [2021-03-09 19:56:17 main:574] : INFO : Epoch 1757 | loss: 0.0311566 | val_loss: 0.0311763 | Time: 1572.07 ms [2021-03-09 19:56:19 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.031174 | Time: 1979.18 ms [2021-03-09 19:56:21 main:574] : INFO : Epoch 1759 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 1959.64 ms [2021-03-09 19:56:23 main:574] : INFO : Epoch 1760 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 1962.7 ms [2021-03-09 19:56:25 main:574] : INFO : Epoch 1761 | loss: 0.0311575 | val_loss: 0.0311747 | Time: 1994.09 ms [2021-03-09 19:56:26 main:574] : INFO : Epoch 1762 | loss: 0.031154 | val_loss: 0.0311732 | Time: 1576.09 ms [2021-03-09 19:56:28 main:574] : INFO : Epoch 1763 | loss: 0.0311504 | val_loss: 0.0311745 | Time: 1951.78 ms [2021-03-09 19:56:30 main:574] : INFO : Epoch 1764 | loss: 0.03115 | val_loss: 0.0311741 | Time: 1972.83 ms [2021-03-09 19:56:32 main:574] : INFO : Epoch 1765 | loss: 0.0311482 | val_loss: 0.0311723 | Time: 2007.36 ms [2021-03-09 19:56:34 main:574] : INFO : Epoch 1766 | loss: 0.0311481 | val_loss: 0.0311726 | Time: 1991.21 ms [2021-03-09 19:56:36 main:574] : INFO : Epoch 1767 | loss: 0.031148 | val_loss: 0.0311719 | Time: 1668.24 ms [2021-03-09 19:56:38 main:574] : INFO : Epoch 1768 | loss: 0.0311464 | val_loss: 0.0311782 | Time: 1855.92 ms [2021-03-09 19:56:40 main:574] : INFO : Epoch 1769 | loss: 0.0311489 | val_loss: 0.0311739 | Time: 1955.02 ms [2021-03-09 19:56:42 main:574] : INFO : Epoch 1770 | loss: 0.0311499 | val_loss: 0.0311734 | Time: 1977.51 ms [2021-03-09 19:56:44 main:574] : INFO : Epoch 1771 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 2007.44 ms [2021-03-09 19:56:46 main:574] : INFO : Epoch 1772 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 1814.49 ms [2021-03-09 19:56:47 main:574] : INFO : Epoch 1773 | loss: 0.0311492 | val_loss: 0.0311741 | Time: 1710.33 ms [2021-03-09 19:56:49 main:574] : INFO : Epoch 1774 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 1984.32 ms [2021-03-09 19:56:51 main:574] : INFO : Epoch 1775 | loss: 0.0311468 | val_loss: 0.031173 | Time: 1987.64 ms [2021-03-09 19:56:53 main:574] : INFO : Epoch 1776 | loss: 0.0311482 | val_loss: 0.031171 | Time: 1979.22 ms [2021-03-09 19:56:55 main:574] : INFO : Epoch 1777 | loss: 0.031149 | val_loss: 0.0311732 | Time: 1936.05 ms [2021-03-09 19:56:57 main:574] : INFO : Epoch 1778 | loss: 0.0311467 | val_loss: 0.0311735 | Time: 1592.5 ms [2021-03-09 19:56:59 main:574] : INFO : Epoch 1779 | loss: 0.0311475 | val_loss: 0.0311716 | Time: 1913.17 ms [2021-03-09 19:57:01 main:574] : INFO : Epoch 1780 | loss: 0.0311478 | val_loss: 0.0311747 | Time: 1981.16 ms [2021-03-09 19:57:03 main:574] : INFO : Epoch 1781 | loss: 0.0311461 | val_loss: 0.0311779 | Time: 2004.59 ms [2021-03-09 19:57:05 main:574] : INFO : Epoch 1782 | loss: 0.0311461 | val_loss: 0.0311703 | Time: 1989.99 ms [2021-03-09 19:57:06 main:574] : INFO : Epoch 1783 | loss: 0.0311479 | val_loss: 0.0311861 | Time: 1590.37 ms [2021-03-09 19:57:08 main:574] : INFO : Epoch 1784 | loss: 0.0311515 | val_loss: 0.0311786 | Time: 1960.54 ms [2021-03-09 19:57:10 main:574] : INFO : Epoch 1785 | loss: 0.0311465 | val_loss: 0.031173 | Time: 2024.49 ms [2021-03-09 19:57:12 main:574] : INFO : Epoch 1786 | loss: 0.0311435 | val_loss: 0.0311702 | Time: 2015.75 ms [2021-03-09 19:57:15 main:574] : INFO : Epoch 1787 | loss: 0.0311453 | val_loss: 0.031171 | Time: 2032.32 ms [2021-03-09 19:57:16 main:574] : INFO : Epoch 1788 | loss: 0.0311459 | val_loss: 0.0311781 | Time: 1646.79 ms [2021-03-09 19:57:18 main:574] : INFO : Epoch 1789 | loss: 0.0311454 | val_loss: 0.0311727 | Time: 1886.44 ms [2021-03-09 19:57:20 main:574] : INFO : Epoch 1790 | loss: 0.0311443 | val_loss: 0.03117 | Time: 1978.78 ms [2021-03-09 19:57:22 main:574] : INFO : Epoch 1791 | loss: 0.0311479 | val_loss: 0.0311746 | Time: 1953.57 ms [2021-03-09 19:57:24 main:574] : INFO : Epoch 1792 | loss: 0.0311517 | val_loss: 0.0311686 | Time: 2034.06 ms [2021-03-09 19:57:26 main:574] : INFO : Epoch 1793 | loss: 0.0311493 | val_loss: 0.0311724 | Time: 1744.07 ms [2021-03-09 19:57:28 main:574] : INFO : Epoch 1794 | loss: 0.0311468 | val_loss: 0.031174 | Time: 1769.95 ms [2021-03-09 19:57:30 main:574] : INFO : Epoch 1795 | loss: 0.0311474 | val_loss: 0.0311768 | Time: 1953.18 ms [2021-03-09 19:57:32 main:574] : INFO : Epoch 1796 | loss: 0.0311463 | val_loss: 0.0311728 | Time: 1970.92 ms [2021-03-09 19:57:34 main:574] : INFO : Epoch 1797 | loss: 0.0311456 | val_loss: 0.0311708 | Time: 1972.35 ms [2021-03-09 19:57:36 main:574] : INFO : Epoch 1798 | loss: 0.0311441 | val_loss: 0.0311734 | Time: 1893.72 ms [2021-03-09 19:57:37 main:574] : INFO : Epoch 1799 | loss: 0.0311465 | val_loss: 0.0311731 | Time: 1655.88 ms [2021-03-09 19:57:39 main:574] : INFO : Epoch 1800 | loss: 0.0311446 | val_loss: 0.031172 | Time: 2098.08 ms [2021-03-09 19:57:41 main:574] : INFO : Epoch 1801 | loss: 0.0311468 | val_loss: 0.031175 | Time: 2006.56 ms [2021-03-09 19:57:43 main:574] : INFO : Epoch 1802 | loss: 0.031145 | val_loss: 0.0311692 | Time: 2033.82 ms [2021-03-09 19:57:45 main:574] : INFO : Epoch 1803 | loss: 0.0311436 | val_loss: 0.0311734 | Time: 1999.68 ms [2021-03-09 19:57:47 main:574] : INFO : Epoch 1804 | loss: 0.0311431 | val_loss: 0.0311731 | Time: 1573.39 ms [2021-03-09 19:57:49 main:574] : INFO : Epoch 1805 | loss: 0.0311432 | val_loss: 0.0311727 | Time: 1992.72 ms [2021-03-09 19:57:51 main:574] : INFO : Epoch 1806 | loss: 0.0311439 | val_loss: 0.0311718 | Time: 1978.9 ms [2021-03-09 19:57:53 main:574] : INFO : Epoch 1807 | loss: 0.0311455 | val_loss: 0.0311782 | Time: 2014.1 ms [2021-03-09 19:57:55 main:574] : INFO : Epoch 1808 | loss: 0.0311453 | val_loss: 0.0311756 | Time: 2007.26 ms [2021-03-09 19:57:57 main:574] : INFO : Epoch 1809 | loss: 0.0311472 | val_loss: 0.0311736 | Time: 1616.58 ms [2021-03-09 19:57:59 main:574] : INFO : Epoch 1810 | loss: 0.0311454 | val_loss: 0.0311757 | Time: 2023.3 ms [2021-03-09 19:58:01 main:574] : INFO : Epoch 1811 | loss: 0.0311429 | val_loss: 0.0311734 | Time: 2018.54 ms [2021-03-09 19:58:03 main:574] : INFO : Epoch 1812 | loss: 0.0311416 | val_loss: 0.0311724 | Time: 1961.62 ms [2021-03-09 19:58:05 main:574] : INFO : Epoch 1813 | loss: 0.0311443 | val_loss: 0.031176 | Time: 1980.85 ms [2021-03-09 19:58:06 main:574] : INFO : Epoch 1814 | loss: 0.0311441 | val_loss: 0.0311731 | Time: 1688.67 ms [2021-03-09 19:58:08 main:574] : INFO : Epoch 1815 | loss: 0.031143 | val_loss: 0.0311727 | Time: 1869.79 ms [2021-03-09 19:58:10 main:574] : INFO : Epoch 1816 | loss: 0.0311472 | val_loss: 0.03117 | Time: 1990.29 ms [2021-03-09 19:58:12 main:574] : INFO : Epoch 1817 | loss: 0.0311502 | val_loss: 0.0311737 | Time: 1994.95 ms [2021-03-09 19:58:14 main:574] : INFO : Epoch 1818 | loss: 0.031148 | val_loss: 0.0311696 | Time: 2002.2 ms [2021-03-09 19:58:16 main:574] : INFO : Epoch 1819 | loss: 0.0311494 | val_loss: 0.0311695 | Time: 1745.12 ms [2021-03-09 19:58:18 main:574] : INFO : Epoch 1820 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 1759.52 ms [2021-03-09 19:58:20 main:574] : INFO : Epoch 1821 | loss: 0.0311463 | val_loss: 0.0311731 | Time: 1952.44 ms [2021-03-09 19:58:22 main:574] : INFO : Epoch 1822 | loss: 0.0311507 | val_loss: 0.0311733 | Time: 1946.17 ms [2021-03-09 19:58:24 main:574] : INFO : Epoch 1823 | loss: 0.031146 | val_loss: 0.0311725 | Time: 1992.75 ms [2021-03-09 19:58:26 main:574] : INFO : Epoch 1824 | loss: 0.0311435 | val_loss: 0.0311712 | Time: 1953.52 ms [2021-03-09 19:58:27 main:574] : INFO : Epoch 1825 | loss: 0.0311435 | val_loss: 0.0311791 | Time: 1805.28 ms [2021-03-09 19:58:29 main:574] : INFO : Epoch 1826 | loss: 0.0311441 | val_loss: 0.0311717 | Time: 1951.98 ms [2021-03-09 19:58:31 main:574] : INFO : Epoch 1827 | loss: 0.0311452 | val_loss: 0.0311744 | Time: 1989.36 ms [2021-03-09 19:58:33 main:574] : INFO : Epoch 1828 | loss: 0.0311457 | val_loss: 0.0311718 | Time: 1987.52 ms [2021-03-09 19:58:35 main:574] : INFO : Epoch 1829 | loss: 0.0311438 | val_loss: 0.0311731 | Time: 2003.27 ms [2021-03-09 19:58:37 main:574] : INFO : Epoch 1830 | loss: 0.031143 | val_loss: 0.0311732 | Time: 1595.63 ms [2021-03-09 19:58:39 main:574] : INFO : Epoch 1831 | loss: 0.0311438 | val_loss: 0.0311749 | Time: 2001.92 ms [2021-03-09 19:58:41 main:574] : INFO : Epoch 1832 | loss: 0.0311424 | val_loss: 0.0311718 | Time: 1995.54 ms [2021-03-09 19:58:43 main:574] : INFO : Epoch 1833 | loss: 0.0311451 | val_loss: 0.0311734 | Time: 1942.64 ms [2021-03-09 19:58:45 main:574] : INFO : Epoch 1834 | loss: 0.0311416 | val_loss: 0.0311745 | Time: 1931.1 ms [2021-03-09 19:58:47 main:574] : INFO : Epoch 1835 | loss: 0.0311425 | val_loss: 0.0311721 | Time: 1613.62 ms [2021-03-09 19:58:49 main:574] : INFO : Epoch 1836 | loss: 0.0311411 | val_loss: 0.031173 | Time: 1975.16 ms [2021-03-09 19:58:51 main:574] : INFO : Epoch 1837 | loss: 0.0311414 | val_loss: 0.0311761 | Time: 1975.84 ms [2021-03-09 19:58:53 main:574] : INFO : Epoch 1838 | loss: 0.0311452 | val_loss: 0.0311734 | Time: 1981.82 ms [2021-03-09 19:58:55 main:574] : INFO : Epoch 1839 | loss: 0.0311442 | val_loss: 0.0311756 | Time: 1977.66 ms [2021-03-09 19:58:56 main:574] : INFO : Epoch 1840 | loss: 0.0311445 | val_loss: 0.0311735 | Time: 1690.14 ms [2021-03-09 19:58:58 main:574] : INFO : Epoch 1841 | loss: 0.0311444 | val_loss: 0.0311749 | Time: 1853.75 ms [2021-03-09 19:59:00 main:574] : INFO : Epoch 1842 | loss: 0.0311444 | val_loss: 0.0311739 | Time: 1947.38 ms [2021-03-09 19:59:02 main:574] : INFO : Epoch 1843 | loss: 0.0311429 | val_loss: 0.0311709 | Time: 2018.6 ms [2021-03-09 19:59:04 main:574] : INFO : Epoch 1844 | loss: 0.0311442 | val_loss: 0.0311722 | Time: 1992.17 ms [2021-03-09 19:59:06 main:574] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.031171 | Time: 1807 ms [2021-03-09 19:59:08 main:574] : INFO : Epoch 1846 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 1706.84 ms [2021-03-09 19:59:10 main:574] : INFO : Epoch 1847 | loss: 0.0311471 | val_loss: 0.031167 | Time: 2054.17 ms [2021-03-09 19:59:12 main:574] : INFO : Epoch 1848 | loss: 0.0311444 | val_loss: 0.0311705 | Time: 1898.16 ms [2021-03-09 19:59:14 main:574] : INFO : Epoch 1849 | loss: 0.0311441 | val_loss: 0.0311749 | Time: 1976.94 ms [2021-03-09 19:59:16 main:574] : INFO : Epoch 1850 | loss: 0.0311446 | val_loss: 0.0311734 | Time: 1956.75 ms [2021-03-09 19:59:17 main:574] : INFO : Epoch 1851 | loss: 0.0311435 | val_loss: 0.0311695 | Time: 1606.98 ms [2021-03-09 19:59:19 main:574] : INFO : Epoch 1852 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 1953.27 ms [2021-03-09 19:59:21 main:574] : INFO : Epoch 1853 | loss: 0.0311448 | val_loss: 0.0311753 | Time: 1995.82 ms [2021-03-09 19:59:23 main:574] : INFO : Epoch 1854 | loss: 0.0311435 | val_loss: 0.0311735 | Time: 1998.21 ms [2021-03-09 19:59:25 main:574] : INFO : Epoch 1855 | loss: 0.0311424 | val_loss: 0.0311728 | Time: 1975.22 ms [2021-03-09 19:59:27 main:574] : INFO : Epoch 1856 | loss: 0.031143 | val_loss: 0.0311719 | Time: 1598.48 ms [2021-03-09 19:59:29 main:574] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.0311753 | Time: 2006.87 ms [2021-03-09 19:59:31 main:574] : INFO : Epoch 1858 | loss: 0.0311436 | val_loss: 0.0311728 | Time: 2002.18 ms [2021-03-09 19:59:33 main:574] : INFO : Epoch 1859 | loss: 0.0311478 | val_loss: 0.0311748 | Time: 1975.69 ms [2021-03-09 19:59:35 main:574] : INFO : Epoch 1860 | loss: 0.0311481 | val_loss: 0.0311725 | Time: 2016.83 ms [2021-03-09 19:59:37 main:574] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311732 | Time: 1637.76 ms [2021-03-09 19:59:38 main:574] : INFO : Epoch 1862 | loss: 0.0311481 | val_loss: 0.0311702 | Time: 1923.23 ms [2021-03-09 19:59:40 main:574] : INFO : Epoch 1863 | loss: 0.0311459 | val_loss: 0.0311759 | Time: 1980.92 ms [2021-03-09 19:59:42 main:574] : INFO : Epoch 1864 | loss: 0.0311447 | val_loss: 0.0311689 | Time: 1984.61 ms [2021-03-09 19:59:44 main:574] : INFO : Epoch 1865 | loss: 0.0311433 | val_loss: 0.0311709 | Time: 1995.14 ms [2021-03-09 19:59:46 main:574] : INFO : Epoch 1866 | loss: 0.0311427 | val_loss: 0.0311765 | Time: 1739.92 ms [2021-03-09 19:59:48 main:574] : INFO : Epoch 1867 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 1799.4 ms [2021-03-09 19:59:50 main:574] : INFO : Epoch 1868 | loss: 0.0311458 | val_loss: 0.0311762 | Time: 1979.5 ms [2021-03-09 19:59:52 main:574] : INFO : Epoch 1869 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 1979.33 ms [2021-03-09 19:59:54 main:574] : INFO : Epoch 1870 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 1962.44 ms [2021-03-09 19:59:56 main:574] : INFO : Epoch 1871 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 1884.26 ms [2021-03-09 19:59:58 main:574] : INFO : Epoch 1872 | loss: 0.0311605 | val_loss: 0.0311786 | Time: 1630.77 ms [2021-03-09 20:00:00 main:574] : INFO : Epoch 1873 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2016.54 ms [2021-03-09 20:00:02 main:574] : INFO : Epoch 1874 | loss: 0.031163 | val_loss: 0.0311722 | Time: 2014.9 ms [2021-03-09 20:00:04 main:574] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 2035.02 ms [2021-03-09 20:00:06 main:574] : INFO : Epoch 1876 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 2049.38 ms [2021-03-09 20:00:07 main:574] : INFO : Epoch 1877 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 1571.35 ms [2021-03-09 20:00:09 main:574] : INFO : Epoch 1878 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1967.82 ms [2021-03-09 20:00:11 main:574] : INFO : Epoch 1879 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 2015.74 ms [2021-03-09 20:00:13 main:574] : INFO : Epoch 1880 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 2001.1 ms [2021-03-09 20:00:15 main:574] : INFO : Epoch 1881 | loss: 0.0311558 | val_loss: 0.0311751 | Time: 2026.84 ms [2021-03-09 20:00:17 main:574] : INFO : Epoch 1882 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 1605.81 ms [2021-03-09 20:00:19 main:574] : INFO : Epoch 1883 | loss: 0.0311525 | val_loss: 0.0311697 | Time: 1984.86 ms [2021-03-09 20:00:21 main:574] : INFO : Epoch 1884 | loss: 0.0311517 | val_loss: 0.0311707 | Time: 2005.83 ms [2021-03-09 20:00:23 main:574] : INFO : Epoch 1885 | loss: 0.0311521 | val_loss: 0.0311719 | Time: 2027.93 ms [2021-03-09 20:00:25 main:574] : INFO : Epoch 1886 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 1964.34 ms [2021-03-09 20:00:27 main:574] : INFO : Epoch 1887 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1644.07 ms [2021-03-09 20:00:29 main:574] : INFO : Epoch 1888 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 1895.81 ms [2021-03-09 20:00:31 main:574] : INFO : Epoch 1889 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 2001.45 ms [2021-03-09 20:00:33 main:574] : INFO : Epoch 1890 | loss: 0.0311518 | val_loss: 0.031169 | Time: 2074.53 ms [2021-03-09 20:00:35 main:574] : INFO : Epoch 1891 | loss: 0.0311509 | val_loss: 0.0311685 | Time: 1986.13 ms [2021-03-09 20:00:36 main:574] : INFO : Epoch 1892 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 1707.38 ms [2021-03-09 20:00:38 main:574] : INFO : Epoch 1893 | loss: 0.0311502 | val_loss: 0.0311717 | Time: 1785.26 ms [2021-03-09 20:00:40 main:574] : INFO : Epoch 1894 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 1915.67 ms [2021-03-09 20:00:42 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.0311715 | Time: 2010.68 ms [2021-03-09 20:00:44 main:574] : INFO : Epoch 1896 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 1953.68 ms [2021-03-09 20:00:46 main:574] : INFO : Epoch 1897 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 1844.95 ms [2021-03-09 20:00:48 main:574] : INFO : Epoch 1898 | loss: 0.0311536 | val_loss: 0.0311726 | Time: 1632.45 ms [2021-03-09 20:00:50 main:574] : INFO : Epoch 1899 | loss: 0.0311557 | val_loss: 0.0311722 | Time: 1959.18 ms [2021-03-09 20:00:52 main:574] : INFO : Epoch 1900 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 1960.81 ms [2021-03-09 20:00:54 main:574] : INFO : Epoch 1901 | loss: 0.031151 | val_loss: 0.0311679 | Time: 2040.68 ms [2021-03-09 20:00:56 main:574] : INFO : Epoch 1902 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 2009.9 ms [2021-03-09 20:00:57 main:574] : INFO : Epoch 1903 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 1525.55 ms [2021-03-09 20:00:59 main:574] : INFO : Epoch 1904 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2003.69 ms [2021-03-09 20:01:01 main:574] : INFO : Epoch 1905 | loss: 0.0311517 | val_loss: 0.0311736 | Time: 1953.92 ms [2021-03-09 20:01:03 main:574] : INFO : Epoch 1906 | loss: 0.0311493 | val_loss: 0.0311711 | Time: 1949.53 ms [2021-03-09 20:01:05 main:574] : INFO : Epoch 1907 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 2004.55 ms [2021-03-09 20:01:07 main:574] : INFO : Epoch 1908 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 1639.13 ms [2021-03-09 20:01:09 main:574] : INFO : Epoch 1909 | loss: 0.0311499 | val_loss: 0.0311757 | Time: 1919.81 ms [2021-03-09 20:01:11 main:574] : INFO : Epoch 1910 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 1989.28 ms [2021-03-09 20:01:13 main:574] : INFO : Epoch 1911 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 1998.48 ms [2021-03-09 20:01:15 main:574] : INFO : Epoch 1912 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 1991.94 ms [2021-03-09 20:01:16 main:574] : INFO : Epoch 1913 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 1734.57 ms [2021-03-09 20:01:18 main:574] : INFO : Epoch 1914 | loss: 0.0311507 | val_loss: 0.0311707 | Time: 1806.31 ms [2021-03-09 20:01:20 main:574] : INFO : Epoch 1915 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1984.94 ms [2021-03-09 20:01:22 main:574] : INFO : Epoch 1916 | loss: 0.0311493 | val_loss: 0.0311715 | Time: 2034.2 ms [2021-03-09 20:01:24 main:574] : INFO : Epoch 1917 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 2032.49 ms [2021-03-09 20:01:26 main:574] : INFO : Epoch 1918 | loss: 0.0311478 | val_loss: 0.0311686 | Time: 1842.15 ms [2021-03-09 20:01:28 main:574] : INFO : Epoch 1919 | loss: 0.031151 | val_loss: 0.0311681 | Time: 1703.28 ms [2021-03-09 20:01:30 main:574] : INFO : Epoch 1920 | loss: 0.0311511 | val_loss: 0.0311702 | Time: 2052.17 ms [2021-03-09 20:01:32 main:574] : INFO : Epoch 1921 | loss: 0.0311537 | val_loss: 0.031177 | Time: 2004.42 ms [2021-03-09 20:01:34 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 2013.32 ms [2021-03-09 20:01:36 main:574] : INFO : Epoch 1923 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 1922.84 ms [2021-03-09 20:01:38 main:574] : INFO : Epoch 1924 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 1614.02 ms [2021-03-09 20:01:40 main:574] : INFO : Epoch 1925 | loss: 0.0311496 | val_loss: 0.0311676 | Time: 1941.12 ms [2021-03-09 20:01:41 main:574] : INFO : Epoch 1926 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1946.46 ms [2021-03-09 20:01:44 main:574] : INFO : Epoch 1927 | loss: 0.0311533 | val_loss: 0.0311719 | Time: 2029.05 ms [2021-03-09 20:01:46 main:574] : INFO : Epoch 1928 | loss: 0.031158 | val_loss: 0.0311764 | Time: 1988.62 ms [2021-03-09 20:01:47 main:574] : INFO : Epoch 1929 | loss: 0.0311551 | val_loss: 0.0311736 | Time: 1555.41 ms [2021-03-09 20:01:49 main:574] : INFO : Epoch 1930 | loss: 0.0311507 | val_loss: 0.0311704 | Time: 1986.63 ms [2021-03-09 20:01:51 main:574] : INFO : Epoch 1931 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 1953.68 ms [2021-03-09 20:01:53 main:574] : INFO : Epoch 1932 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 1926.41 ms [2021-03-09 20:01:55 main:574] : INFO : Epoch 1933 | loss: 0.031147 | val_loss: 0.0311684 | Time: 1903.48 ms [2021-03-09 20:01:57 main:574] : INFO : Epoch 1934 | loss: 0.0311467 | val_loss: 0.0311736 | Time: 1663.12 ms [2021-03-09 20:01:58 main:574] : INFO : Epoch 1935 | loss: 0.0311479 | val_loss: 0.03117 | Time: 1796.14 ms [2021-03-09 20:02:00 main:574] : INFO : Epoch 1936 | loss: 0.0311536 | val_loss: 0.0311694 | Time: 1946.85 ms [2021-03-09 20:02:02 main:574] : INFO : Epoch 1937 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 1972.44 ms [2021-03-09 20:02:04 main:574] : INFO : Epoch 1938 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 1928.79 ms [2021-03-09 20:02:06 main:574] : INFO : Epoch 1939 | loss: 0.031151 | val_loss: 0.0311682 | Time: 1826.31 ms [2021-03-09 20:02:08 main:574] : INFO : Epoch 1940 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1621.11 ms [2021-03-09 20:02:10 main:574] : INFO : Epoch 1941 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 1932.19 ms [2021-03-09 20:02:12 main:574] : INFO : Epoch 1942 | loss: 0.031148 | val_loss: 0.0311677 | Time: 1954.17 ms [2021-03-09 20:02:14 main:574] : INFO : Epoch 1943 | loss: 0.0311524 | val_loss: 0.0311693 | Time: 1973.3 ms [2021-03-09 20:02:16 main:574] : INFO : Epoch 1944 | loss: 0.031151 | val_loss: 0.031173 | Time: 1940.93 ms [2021-03-09 20:02:17 main:574] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311693 | Time: 1586 ms [2021-03-09 20:02:19 main:574] : INFO : Epoch 1946 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 1959.72 ms [2021-03-09 20:02:21 main:574] : INFO : Epoch 1947 | loss: 0.0311468 | val_loss: 0.0311688 | Time: 1988.79 ms [2021-03-09 20:02:23 main:574] : INFO : Epoch 1948 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 2038.43 ms [2021-03-09 20:02:25 main:574] : INFO : Epoch 1949 | loss: 0.0311474 | val_loss: 0.0311709 | Time: 2011.91 ms [2021-03-09 20:02:27 main:574] : INFO : Epoch 1950 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 1626.43 ms [2021-03-09 20:02:29 main:574] : INFO : Epoch 1951 | loss: 0.0311483 | val_loss: 0.0311705 | Time: 1939.95 ms [2021-03-09 20:02:31 main:574] : INFO : Epoch 1952 | loss: 0.0311462 | val_loss: 0.031168 | Time: 1987.02 ms [2021-03-09 20:02:33 main:574] : INFO : Epoch 1953 | loss: 0.0311489 | val_loss: 0.0311741 | Time: 1996.93 ms [2021-03-09 20:02:35 main:574] : INFO : Epoch 1954 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 1952.49 ms [2021-03-09 20:02:37 main:574] : INFO : Epoch 1955 | loss: 0.0311486 | val_loss: 0.0311731 | Time: 1714.22 ms [2021-03-09 20:02:38 main:574] : INFO : Epoch 1956 | loss: 0.0311487 | val_loss: 0.0311673 | Time: 1764.73 ms [2021-03-09 20:02:40 main:574] : INFO : Epoch 1957 | loss: 0.031147 | val_loss: 0.0311699 | Time: 1991.39 ms [2021-03-09 20:02:42 main:574] : INFO : Epoch 1958 | loss: 0.0311466 | val_loss: 0.0311715 | Time: 1944.19 ms [2021-03-09 20:02:44 main:574] : INFO : Epoch 1959 | loss: 0.0311487 | val_loss: 0.0311691 | Time: 1920.17 ms [2021-03-09 20:02:46 main:574] : INFO : Epoch 1960 | loss: 0.0311468 | val_loss: 0.0311725 | Time: 1872.35 ms [2021-03-09 20:02:48 main:574] : INFO : Epoch 1961 | loss: 0.0311477 | val_loss: 0.031171 | Time: 1588.84 ms [2021-03-09 20:02:50 main:574] : INFO : Epoch 1962 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 1968.6 ms [2021-03-09 20:02:52 main:574] : INFO : Epoch 1963 | loss: 0.0311463 | val_loss: 0.0311677 | Time: 1950.99 ms [2021-03-09 20:02:54 main:574] : INFO : Epoch 1964 | loss: 0.0311455 | val_loss: 0.0311689 | Time: 1929.99 ms [2021-03-09 20:02:56 main:574] : INFO : Epoch 1965 | loss: 0.0311459 | val_loss: 0.031169 | Time: 1913.64 ms [2021-03-09 20:02:57 main:574] : INFO : Epoch 1966 | loss: 0.0311487 | val_loss: 0.0311754 | Time: 1533.86 ms [2021-03-09 20:02:59 main:574] : INFO : Epoch 1967 | loss: 0.0311476 | val_loss: 0.0311664 | Time: 1914.48 ms [2021-03-09 20:03:01 main:574] : INFO : Epoch 1968 | loss: 0.0311436 | val_loss: 0.0311682 | Time: 1953.99 ms [2021-03-09 20:03:03 main:574] : INFO : Epoch 1969 | loss: 0.0311436 | val_loss: 0.0311687 | Time: 1977.55 ms [2021-03-09 20:03:05 main:574] : INFO : Epoch 1970 | loss: 0.0311432 | val_loss: 0.0311675 | Time: 1927.77 ms [2021-03-09 20:03:07 main:574] : INFO : Epoch 1971 | loss: 0.0311447 | val_loss: 0.0311702 | Time: 1713.48 ms [2021-03-09 20:03:08 main:574] : INFO : Epoch 1972 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 1763.78 ms [2021-03-09 20:03:10 main:574] : INFO : Epoch 1973 | loss: 0.0311482 | val_loss: 0.0311763 | Time: 1929.31 ms [2021-03-09 20:03:12 main:574] : INFO : Epoch 1974 | loss: 0.0311461 | val_loss: 0.0311703 | Time: 1888.64 ms [2021-03-09 20:03:14 main:574] : INFO : Epoch 1975 | loss: 0.0311689 | val_loss: 0.0312888 | Time: 1965.32 ms [2021-03-09 20:03:16 main:574] : INFO : Epoch 1976 | loss: 0.0332179 | val_loss: 0.0325842 | Time: 1873.34 ms [2021-03-09 20:03:18 main:574] : INFO : Epoch 1977 | loss: 0.0372449 | val_loss: 0.037465 | Time: 1579.95 ms [2021-03-09 20:03:20 main:574] : INFO : Epoch 1978 | loss: 0.0327545 | val_loss: 0.0313855 | Time: 1951.49 ms [2021-03-09 20:03:22 main:574] : INFO : Epoch 1979 | loss: 0.0313259 | val_loss: 0.0312483 | Time: 1941.24 ms [2021-03-09 20:03:24 main:574] : INFO : Epoch 1980 | loss: 0.0311993 | val_loss: 0.0311923 | Time: 1911.45 ms [2021-03-09 20:03:26 main:574] : INFO : Epoch 1981 | loss: 0.0311768 | val_loss: 0.031174 | Time: 1999.77 ms [2021-03-09 20:03:27 main:574] : INFO : Epoch 1982 | loss: 0.0311688 | val_loss: 0.0311699 | Time: 1618.82 ms [2021-03-09 20:03:29 main:574] : INFO : Epoch 1983 | loss: 0.0311651 | val_loss: 0.0311676 | Time: 1955.68 ms [2021-03-09 20:03:31 main:574] : INFO : Epoch 1984 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 1946.43 ms [2021-03-09 20:03:33 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.0311656 | Time: 1954.6 ms [2021-03-09 20:03:35 main:574] : INFO : Epoch 1986 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 1941.72 ms [2021-03-09 20:03:37 main:574] : INFO : Epoch 1987 | loss: 0.0311585 | val_loss: 0.0311642 | Time: 1657.41 ms [2021-03-09 20:03:38 main:574] : INFO : Epoch 1988 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 1769.77 ms [2021-03-09 20:03:40 main:574] : INFO : Epoch 1989 | loss: 0.0311577 | val_loss: 0.031164 | Time: 1950.11 ms [2021-03-09 20:03:42 main:574] : INFO : Epoch 1990 | loss: 0.0311563 | val_loss: 0.031164 | Time: 1928.61 ms [2021-03-09 20:03:44 main:574] : INFO : Epoch 1991 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 1907.08 ms [2021-03-09 20:03:46 main:574] : INFO : Epoch 1992 | loss: 0.031157 | val_loss: 0.0311641 | Time: 1886.35 ms [2021-03-09 20:03:48 main:574] : INFO : Epoch 1993 | loss: 0.031155 | val_loss: 0.0311645 | Time: 1613.27 ms [2021-03-09 20:03:50 main:574] : INFO : Epoch 1994 | loss: 0.0311543 | val_loss: 0.0311639 | Time: 1914.58 ms [2021-03-09 20:03:52 main:574] : INFO : Epoch 1995 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 1955.38 ms [2021-03-09 20:03:54 main:574] : INFO : Epoch 1996 | loss: 0.031154 | val_loss: 0.0311647 | Time: 2010.46 ms [2021-03-09 20:03:56 main:574] : INFO : Epoch 1997 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 1902.02 ms [2021-03-09 20:03:57 main:574] : INFO : Epoch 1998 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 1605.65 ms [2021-03-09 20:03:59 main:574] : INFO : Epoch 1999 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 1959.03 ms [2021-03-09 20:04:01 main:574] : INFO : Epoch 2000 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 1898.06 ms [2021-03-09 20:04:03 main:574] : INFO : Epoch 2001 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1956.44 ms [2021-03-09 20:04:05 main:574] : INFO : Epoch 2002 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 1960.66 ms [2021-03-09 20:04:07 main:574] : INFO : Epoch 2003 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 1697.56 ms [2021-03-09 20:04:09 main:574] : INFO : Epoch 2004 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 1817.76 ms [2021-03-09 20:04:11 main:574] : INFO : Epoch 2005 | loss: 0.0311514 | val_loss: 0.0311646 | Time: 2004.28 ms [2021-03-09 20:04:13 main:574] : INFO : Epoch 2006 | loss: 0.031151 | val_loss: 0.031163 | Time: 1951.8 ms [2021-03-09 20:04:15 main:574] : INFO : Epoch 2007 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1940.65 ms [2021-03-09 20:04:16 main:574] : INFO : Epoch 2008 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 1770.54 ms [2021-03-09 20:04:18 main:574] : INFO : Epoch 2009 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 1666.99 ms [2021-03-09 20:04:20 main:574] : INFO : Epoch 2010 | loss: 0.0311515 | val_loss: 0.0311639 | Time: 1973.85 ms [2021-03-09 20:04:22 main:574] : INFO : Epoch 2011 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 1982.94 ms [2021-03-09 20:04:24 main:574] : INFO : Epoch 2012 | loss: 0.0311504 | val_loss: 0.0311655 | Time: 1960.13 ms [2021-03-09 20:04:26 main:574] : INFO : Epoch 2013 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 1970.35 ms [2021-03-09 20:04:28 main:574] : INFO : Epoch 2014 | loss: 0.0311513 | val_loss: 0.0311624 | Time: 1578.49 ms [2021-03-09 20:04:30 main:574] : INFO : Epoch 2015 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 1952.78 ms [2021-03-09 20:04:32 main:574] : INFO : Epoch 2016 | loss: 0.0311493 | val_loss: 0.0311639 | Time: 2011.58 ms [2021-03-09 20:04:34 main:574] : INFO : Epoch 2017 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 1994.04 ms [2021-03-09 20:04:35 main:574] : INFO : Epoch 2018 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 1927.75 ms [2021-03-09 20:04:37 main:574] : INFO : Epoch 2019 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 1570.22 ms [2021-03-09 20:04:39 main:574] : INFO : Epoch 2020 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 1817.98 ms [2021-03-09 20:04:41 main:574] : INFO : Epoch 2021 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 1937.9 ms [2021-03-09 20:04:43 main:574] : INFO : Epoch 2022 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 1985.98 ms [2021-03-09 20:04:45 main:574] : INFO : Epoch 2023 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 1951.47 ms [2021-03-09 20:04:47 main:574] : INFO : Epoch 2024 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1771.65 ms [2021-03-09 20:04:48 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311672 | Time: 1680.42 ms [2021-03-09 20:04:50 main:574] : INFO : Epoch 2026 | loss: 0.031149 | val_loss: 0.0311643 | Time: 1920.3 ms [2021-03-09 20:04:52 main:574] : INFO : Epoch 2027 | loss: 0.0311487 | val_loss: 0.0311628 | Time: 1949.54 ms [2021-03-09 20:04:54 main:574] : INFO : Epoch 2028 | loss: 0.0311485 | val_loss: 0.0311643 | Time: 1967.81 ms [2021-03-09 20:04:56 main:574] : INFO : Epoch 2029 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 1964.8 ms [2021-03-09 20:04:58 main:574] : INFO : Epoch 2030 | loss: 0.031149 | val_loss: 0.0311634 | Time: 1567.48 ms [2021-03-09 20:05:00 main:574] : INFO : Epoch 2031 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 1962.58 ms [2021-03-09 20:05:02 main:574] : INFO : Epoch 2032 | loss: 0.0311502 | val_loss: 0.031165 | Time: 1901.44 ms [2021-03-09 20:05:04 main:574] : INFO : Epoch 2033 | loss: 0.0311515 | val_loss: 0.0311645 | Time: 1907.12 ms [2021-03-09 20:05:05 main:574] : INFO : Epoch 2034 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 1941.53 ms [2021-03-09 20:05:07 main:574] : INFO : Epoch 2035 | loss: 0.031152 | val_loss: 0.0311651 | Time: 1645.69 ms [2021-03-09 20:05:09 main:574] : INFO : Epoch 2036 | loss: 0.0311523 | val_loss: 0.0311637 | Time: 1860.2 ms [2021-03-09 20:05:11 main:574] : INFO : Epoch 2037 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 1937.17 ms [2021-03-09 20:05:13 main:574] : INFO : Epoch 2038 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 1978.7 ms [2021-03-09 20:05:15 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.031164 | Time: 2039.49 ms [2021-03-09 20:05:17 main:574] : INFO : Epoch 2040 | loss: 0.031154 | val_loss: 0.0311612 | Time: 1760.2 ms [2021-03-09 20:05:19 main:574] : INFO : Epoch 2041 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 1735.35 ms [2021-03-09 20:05:20 main:574] : INFO : Epoch 2042 | loss: 0.0311529 | val_loss: 0.031163 | Time: 1966.2 ms [2021-03-09 20:05:22 main:574] : INFO : Epoch 2043 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 1935.11 ms [2021-03-09 20:05:24 main:574] : INFO : Epoch 2044 | loss: 0.0311506 | val_loss: 0.031162 | Time: 1963.52 ms [2021-03-09 20:05:26 main:574] : INFO : Epoch 2045 | loss: 0.03115 | val_loss: 0.0311617 | Time: 1910.87 ms [2021-03-09 20:05:28 main:574] : INFO : Epoch 2046 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 1585.54 ms [2021-03-09 20:05:30 main:574] : INFO : Epoch 2047 | loss: 0.0311479 | val_loss: 0.0311616 | Time: 1988.76 ms [2021-03-09 20:05:32 main:574] : INFO : Epoch 2048 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 1972.17 ms [2021-03-09 20:05:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311597 [2021-03-09 20:05:32 main:603] : INFO : Saving end state to config to file [2021-03-09 20:05:32 main:608] : INFO : Success, exiting.. 20:05:32 (18124): 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)