Task 14597632
| Name | ParityModified-1647044980-13944-3-0_2 |
| Workunit | 11498563 |
| Created | 11 Apr 2022, 21:05:35 UTC |
| Sent | 11 Apr 2022, 21:05:41 UTC |
| Report deadline | 19 Apr 2022, 21:05:41 UTC |
| Received | 11 Apr 2022, 23:59:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 6 min 56 sec |
| CPU time | 1 hours 6 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 1949.82 ms [2022-04-11 19:42:40 main:574] : INFO : Epoch 1543 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 1992.95 ms [2022-04-11 19:42:42 main:574] : INFO : Epoch 1544 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 2002.83 ms [2022-04-11 19:42:44 main:574] : INFO : Epoch 1545 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 1968.12 ms [2022-04-11 19:42:46 main:574] : INFO : Epoch 1546 | loss: 0.031165 | val_loss: 0.0311748 | Time: 1983.54 ms [2022-04-11 19:42:48 main:574] : INFO : Epoch 1547 | loss: 0.0311647 | val_loss: 0.0311731 | Time: 1976.17 ms [2022-04-11 19:42:50 main:574] : INFO : Epoch 1548 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 1981.02 ms [2022-04-11 19:42:52 main:574] : INFO : Epoch 1549 | loss: 0.0311657 | val_loss: 0.0311807 | Time: 1972.53 ms [2022-04-11 19:42:54 main:574] : INFO : Epoch 1550 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 1981.52 ms [2022-04-11 19:42:56 main:574] : INFO : Epoch 1551 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 1975.19 ms [2022-04-11 19:42:58 main:574] : INFO : Epoch 1552 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 1965.85 ms [2022-04-11 19:43:00 main:574] : INFO : Epoch 1553 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1979.63 ms [2022-04-11 19:43:02 main:574] : INFO : Epoch 1554 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 1974.04 ms [2022-04-11 19:43:04 main:574] : INFO : Epoch 1555 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 2014.75 ms [2022-04-11 19:43:06 main:574] : INFO : Epoch 1556 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 1997.73 ms [2022-04-11 19:43:08 main:574] : INFO : Epoch 1557 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 1987.92 ms [2022-04-11 19:43:10 main:574] : INFO : Epoch 1558 | loss: 0.0311675 | val_loss: 0.031176 | Time: 1957.77 ms [2022-04-11 19:43:12 main:574] : INFO : Epoch 1559 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1991.99 ms [2022-04-11 19:43:14 main:574] : INFO : Epoch 1560 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1974.49 ms [2022-04-11 19:43:16 main:574] : INFO : Epoch 1561 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 1980.26 ms [2022-04-11 19:43:18 main:574] : INFO : Epoch 1562 | loss: 0.0311649 | val_loss: 0.031175 | Time: 1953.71 ms [2022-04-11 19:43:20 main:574] : INFO : Epoch 1563 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 1960.95 ms [2022-04-11 19:43:21 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 1982.26 ms [2022-04-11 19:43:23 main:574] : INFO : Epoch 1565 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 1974.39 ms [2022-04-11 19:43:25 main:574] : INFO : Epoch 1566 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1992.93 ms [2022-04-11 19:43:27 main:574] : INFO : Epoch 1567 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1974.92 ms [2022-04-11 19:43:29 main:574] : INFO : Epoch 1568 | loss: 0.0311654 | val_loss: 0.0311792 | Time: 1982.78 ms [2022-04-11 19:43:31 main:574] : INFO : Epoch 1569 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1959.26 ms [2022-04-11 19:43:33 main:574] : INFO : Epoch 1570 | loss: 0.031165 | val_loss: 0.0311733 | Time: 2000.97 ms [2022-04-11 19:43:35 main:574] : INFO : Epoch 1571 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1988.56 ms [2022-04-11 19:43:37 main:574] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1990.18 ms [2022-04-11 19:43:39 main:574] : INFO : Epoch 1573 | loss: 0.031166 | val_loss: 0.0311781 | Time: 2001.29 ms [2022-04-11 19:43:41 main:574] : INFO : Epoch 1574 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 2035.62 ms [2022-04-11 19:43:43 main:574] : INFO : Epoch 1575 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 1964.68 ms [2022-04-11 19:43:45 main:574] : INFO : Epoch 1576 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 1985.41 ms [2022-04-11 19:43:47 main:574] : INFO : Epoch 1577 | loss: 0.031165 | val_loss: 0.0311765 | Time: 1950.54 ms [2022-04-11 19:43:49 main:574] : INFO : Epoch 1578 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 1994.56 ms [2022-04-11 19:43:51 main:574] : INFO : Epoch 1579 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1990.5 ms [2022-04-11 19:43:53 main:574] : INFO : Epoch 1580 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1978.26 ms [2022-04-11 19:43:55 main:574] : INFO : Epoch 1581 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 2004.95 ms [2022-04-11 19:43:57 main:574] : INFO : Epoch 1582 | loss: 0.031164 | val_loss: 0.0311739 | Time: 1986.06 ms [2022-04-11 19:43:59 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 1959.13 ms [2022-04-11 19:44:01 main:574] : INFO : Epoch 1584 | loss: 0.0311709 | val_loss: 0.0311814 | Time: 2010.01 ms [2022-04-11 19:44:03 main:574] : INFO : Epoch 1585 | loss: 0.031174 | val_loss: 0.0311748 | Time: 1986.5 ms [2022-04-11 19:44:05 main:574] : INFO : Epoch 1586 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 1985.36 ms [2022-04-11 19:44:07 main:574] : INFO : Epoch 1587 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1986.82 ms [2022-04-11 19:44:09 main:574] : INFO : Epoch 1588 | loss: 0.0311683 | val_loss: 0.031174 | Time: 1958.67 ms [2022-04-11 19:44:11 main:574] : INFO : Epoch 1589 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 1978.53 ms [2022-04-11 19:44:13 main:574] : INFO : Epoch 1590 | loss: 0.031168 | val_loss: 0.0311743 | Time: 1973.27 ms [2022-04-11 19:44:15 main:574] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1983.34 ms [2022-04-11 19:44:17 main:574] : INFO : Epoch 1592 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 1978.92 ms [2022-04-11 19:44:19 main:574] : INFO : Epoch 1593 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 1963.86 ms [2022-04-11 19:44:21 main:574] : INFO : Epoch 1594 | loss: 0.0311656 | val_loss: 0.031176 | Time: 1989.33 ms [2022-04-11 19:44:23 main:574] : INFO : Epoch 1595 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 1983.3 ms [2022-04-11 19:44:25 main:574] : INFO : Epoch 1596 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 1968.22 ms [2022-04-11 19:44:27 main:574] : INFO : Epoch 1597 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 1993.77 ms [2022-04-11 19:44:29 main:574] : INFO : Epoch 1598 | loss: 0.031165 | val_loss: 0.0311738 | Time: 1952.45 ms [2022-04-11 19:44:31 main:574] : INFO : Epoch 1599 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1958.79 ms [2022-04-11 19:44:33 main:574] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 1958.85 ms [2022-04-11 19:44:35 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1976.44 ms [2022-04-11 19:44:37 main:574] : INFO : Epoch 1602 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 1995.71 ms [2022-04-11 19:44:39 main:574] : INFO : Epoch 1603 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 1968.55 ms [2022-04-11 19:44:41 main:574] : INFO : Epoch 1604 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 1995.2 ms [2022-04-11 19:44:43 main:574] : INFO : Epoch 1605 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1999 ms [2022-04-11 19:44:45 main:574] : INFO : Epoch 1606 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 1962.98 ms [2022-04-11 19:44:47 main:574] : INFO : Epoch 1607 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 2027.55 ms [2022-04-11 19:44:49 main:574] : INFO : Epoch 1608 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 1953.88 ms [2022-04-11 19:44:51 main:574] : INFO : Epoch 1609 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 1948.88 ms [2022-04-11 19:44:53 main:574] : INFO : Epoch 1610 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1986.29 ms [2022-04-11 19:44:55 main:574] : INFO : Epoch 1611 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1984.57 ms [2022-04-11 19:44:57 main:574] : INFO : Epoch 1612 | loss: 0.031164 | val_loss: 0.0311732 | Time: 1976.19 ms [2022-04-11 19:44:59 main:574] : INFO : Epoch 1613 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 1995.24 ms [2022-04-11 19:45:01 main:574] : INFO : Epoch 1614 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 2031.73 ms [2022-04-11 19:45:03 main:574] : INFO : Epoch 1615 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 2013.54 ms [2022-04-11 19:45:05 main:574] : INFO : Epoch 1616 | loss: 0.0311643 | val_loss: 0.031178 | Time: 2006.31 ms [2022-04-11 19:45:07 main:574] : INFO : Epoch 1617 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 1992.7 ms [2022-04-11 19:45:09 main:574] : INFO : Epoch 1618 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1973.22 ms [2022-04-11 19:45:11 main:574] : INFO : Epoch 1619 | loss: 0.0311633 | val_loss: 0.0311743 | Time: 1987.71 ms [2022-04-11 19:45:13 main:574] : INFO : Epoch 1620 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 1975.24 ms [2022-04-11 19:45:15 main:574] : INFO : Epoch 1621 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 1957.94 ms [2022-04-11 19:45:17 main:574] : INFO : Epoch 1622 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 1983.23 ms [2022-04-11 19:45:19 main:574] : INFO : Epoch 1623 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 1971.65 ms [2022-04-11 19:45:21 main:574] : INFO : Epoch 1624 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1974.75 ms [2022-04-11 19:45:23 main:574] : INFO : Epoch 1625 | loss: 0.031164 | val_loss: 0.0311727 | Time: 1980.22 ms [2022-04-11 19:45:25 main:574] : INFO : Epoch 1626 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1987.37 ms [2022-04-11 19:45:27 main:574] : INFO : Epoch 1627 | loss: 0.0311704 | val_loss: 0.0311726 | Time: 2092.02 ms [2022-04-11 19:45:29 main:574] : INFO : Epoch 1628 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1996.49 ms [2022-04-11 19:45:31 main:574] : INFO : Epoch 1629 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 1957.67 ms [2022-04-11 19:45:33 main:574] : INFO : Epoch 1630 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 1955.7 ms [2022-04-11 19:45:35 main:574] : INFO : Epoch 1631 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 2037.8 ms [2022-04-11 19:45:37 main:574] : INFO : Epoch 1632 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 1979.79 ms [2022-04-11 19:45:39 main:574] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 1971.77 ms [2022-04-11 19:45:41 main:574] : INFO : Epoch 1634 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1993.71 ms [2022-04-11 19:45:43 main:574] : INFO : Epoch 1635 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 1976.92 ms [2022-04-11 19:45:45 main:574] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.0311769 | Time: 1980.59 ms [2022-04-11 19:45:47 main:574] : INFO : Epoch 1637 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 1989.42 ms [2022-04-11 19:45:49 main:574] : INFO : Epoch 1638 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 1988.33 ms [2022-04-11 19:45:51 main:574] : INFO : Epoch 1639 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 1970.08 ms [2022-04-11 19:45:53 main:574] : INFO : Epoch 1640 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1953.71 ms [2022-04-11 19:45:55 main:574] : INFO : Epoch 1641 | loss: 0.0311636 | val_loss: 0.0311744 | Time: 1976.45 ms [2022-04-11 19:45:57 main:574] : INFO : Epoch 1642 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 1970.76 ms [2022-04-11 19:45:59 main:574] : INFO : Epoch 1643 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1972.54 ms [2022-04-11 19:46:01 main:574] : INFO : Epoch 1644 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 2002.58 ms [2022-04-11 19:46:03 main:574] : INFO : Epoch 1645 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1987.41 ms [2022-04-11 19:46:04 main:574] : INFO : Epoch 1646 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1955.34 ms [2022-04-11 19:46:06 main:574] : INFO : Epoch 1647 | loss: 0.031166 | val_loss: 0.031177 | Time: 1993.08 ms [2022-04-11 19:46:08 main:574] : INFO : Epoch 1648 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 1960.73 ms [2022-04-11 19:46:10 main:574] : INFO : Epoch 1649 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 1981.56 ms [2022-04-11 19:46:12 main:574] : INFO : Epoch 1650 | loss: 0.0311641 | val_loss: 0.0311766 | Time: 1950.66 ms [2022-04-11 19:46:14 main:574] : INFO : Epoch 1651 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1986.96 ms [2022-04-11 19:46:16 main:574] : INFO : Epoch 1652 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2017.67 ms [2022-04-11 19:46:18 main:574] : INFO : Epoch 1653 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 1956 ms [2022-04-11 19:46:20 main:574] : INFO : Epoch 1654 | loss: 0.0311645 | val_loss: 0.031175 | Time: 2003.85 ms [2022-04-11 19:46:22 main:574] : INFO : Epoch 1655 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 1989.1 ms [2022-04-11 19:46:24 main:574] : INFO : Epoch 1656 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1995.8 ms [2022-04-11 19:46:26 main:574] : INFO : Epoch 1657 | loss: 0.031164 | val_loss: 0.0311743 | Time: 1978.69 ms [2022-04-11 19:46:28 main:574] : INFO : Epoch 1658 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 1994.84 ms [2022-04-11 19:46:30 main:574] : INFO : Epoch 1659 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 1988.57 ms [2022-04-11 19:46:32 main:574] : INFO : Epoch 1660 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 1987.83 ms [2022-04-11 19:46:34 main:574] : INFO : Epoch 1661 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 1990.86 ms [2022-04-11 19:46:36 main:574] : INFO : Epoch 1662 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 1972.25 ms [2022-04-11 19:46:38 main:574] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311744 | Time: 1993.42 ms [2022-04-11 19:46:40 main:574] : INFO : Epoch 1664 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 1974.98 ms [2022-04-11 19:46:42 main:574] : INFO : Epoch 1665 | loss: 0.031166 | val_loss: 0.0311736 | Time: 2012.24 ms [2022-04-11 19:46:44 main:574] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1975.32 ms [2022-04-11 19:46:46 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 2006.84 ms [2022-04-11 19:46:48 main:574] : INFO : Epoch 1668 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 1962.7 ms [2022-04-11 19:46:50 main:574] : INFO : Epoch 1669 | loss: 0.0311699 | val_loss: 0.0311829 | Time: 1977.51 ms [2022-04-11 19:46:52 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2000.11 ms [2022-04-11 19:46:54 main:574] : INFO : Epoch 1671 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 1995.33 ms [2022-04-11 19:46:56 main:574] : INFO : Epoch 1672 | loss: 0.0311694 | val_loss: 0.03118 | Time: 1984.4 ms [2022-04-11 19:46:58 main:574] : INFO : Epoch 1673 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 1963.08 ms [2022-04-11 19:47:00 main:574] : INFO : Epoch 1674 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2029.06 ms [2022-04-11 19:47:02 main:574] : INFO : Epoch 1675 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1995.75 ms [2022-04-11 19:47:04 main:574] : INFO : Epoch 1676 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1996.62 ms [2022-04-11 19:47:06 main:574] : INFO : Epoch 1677 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 1973.21 ms [2022-04-11 19:47:08 main:574] : INFO : Epoch 1678 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 1986.88 ms [2022-04-11 19:47:10 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 1988.42 ms [2022-04-11 19:47:12 main:574] : INFO : Epoch 1680 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 1958.14 ms [2022-04-11 19:47:14 main:574] : INFO : Epoch 1681 | loss: 0.031168 | val_loss: 0.0311737 | Time: 1979.46 ms [2022-04-11 19:47:16 main:574] : INFO : Epoch 1682 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1976.08 ms [2022-04-11 19:47:18 main:574] : INFO : Epoch 1683 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 1975.95 ms [2022-04-11 19:47:20 main:574] : INFO : Epoch 1684 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1970.54 ms [2022-04-11 19:47:22 main:574] : INFO : Epoch 1685 | loss: 0.031167 | val_loss: 0.031173 | Time: 1964.41 ms [2022-04-11 19:47:24 main:574] : INFO : Epoch 1686 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1956.39 ms [2022-04-11 19:47:26 main:574] : INFO : Epoch 1687 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1973.3 ms [2022-04-11 19:47:28 main:574] : INFO : Epoch 1688 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 1961.08 ms [2022-04-11 19:47:30 main:574] : INFO : Epoch 1689 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1971.04 ms [2022-04-11 19:47:32 main:574] : INFO : Epoch 1690 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 1970.73 ms [2022-04-11 19:47:34 main:574] : INFO : Epoch 1691 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 1988.54 ms [2022-04-11 19:47:36 main:574] : INFO : Epoch 1692 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 1982.23 ms [2022-04-11 19:47:38 main:574] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 1986.36 ms [2022-04-11 19:47:40 main:574] : INFO : Epoch 1694 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 1982.02 ms [2022-04-11 19:47:42 main:574] : INFO : Epoch 1695 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1968.04 ms [2022-04-11 19:47:44 main:574] : INFO : Epoch 1696 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1978.75 ms [2022-04-11 19:47:46 main:574] : INFO : Epoch 1697 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 1970.15 ms [2022-04-11 19:47:48 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311832 | Time: 1979.41 ms [2022-04-11 19:47:50 main:574] : INFO : Epoch 1699 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 1959.06 ms [2022-04-11 19:47:52 main:574] : INFO : Epoch 1700 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1992.48 ms [2022-04-11 19:47:54 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1972.64 ms [2022-04-11 19:47:56 main:574] : INFO : Epoch 1702 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1979.9 ms [2022-04-11 19:47:58 main:574] : INFO : Epoch 1703 | loss: 0.031167 | val_loss: 0.0311765 | Time: 1986.86 ms [2022-04-11 19:48:00 main:574] : INFO : Epoch 1704 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1999.38 ms [2022-04-11 19:48:02 main:574] : INFO : Epoch 1705 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1965.85 ms [2022-04-11 19:48:04 main:574] : INFO : Epoch 1706 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1982.45 ms [2022-04-11 19:48:06 main:574] : INFO : Epoch 1707 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1952.41 ms [2022-04-11 19:48:08 main:574] : INFO : Epoch 1708 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 1960.55 ms [2022-04-11 19:48:10 main:574] : INFO : Epoch 1709 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1986.48 ms [2022-04-11 19:48:12 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1975.67 ms [2022-04-11 19:48:14 main:574] : INFO : Epoch 1711 | loss: 0.031167 | val_loss: 0.0311747 | Time: 1959.92 ms [2022-04-11 19:48:15 main:574] : INFO : Epoch 1712 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1942.64 ms [2022-04-11 19:48:17 main:574] : INFO : Epoch 1713 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1987.65 ms [2022-04-11 19:48:19 main:574] : INFO : Epoch 1714 | loss: 0.0311666 | val_loss: 0.0311731 | Time: 1974.07 ms [2022-04-11 19:48:21 main:574] : INFO : Epoch 1715 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 1991.35 ms [2022-04-11 19:48:23 main:574] : INFO : Epoch 1716 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1978.97 ms [2022-04-11 19:48:25 main:574] : INFO : Epoch 1717 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 1967.92 ms [2022-04-11 19:48:27 main:574] : INFO : Epoch 1718 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 1979.28 ms [2022-04-11 19:48:29 main:574] : INFO : Epoch 1719 | loss: 0.0311693 | val_loss: 0.031174 | Time: 1969.04 ms [2022-04-11 19:48:31 main:574] : INFO : Epoch 1720 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 1960.33 ms [2022-04-11 19:48:33 main:574] : INFO : Epoch 1721 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 1987.05 ms [2022-04-11 19:48:35 main:574] : INFO : Epoch 1722 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1999.05 ms [2022-04-11 19:48:37 main:574] : INFO : Epoch 1723 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1971.54 ms [2022-04-11 19:48:39 main:574] : INFO : Epoch 1724 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 1968.22 ms [2022-04-11 19:48:41 main:574] : INFO : Epoch 1725 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1990.55 ms [2022-04-11 19:48:43 main:574] : INFO : Epoch 1726 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1973.08 ms [2022-04-11 19:48:45 main:574] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 1980.3 ms [2022-04-11 19:48:47 main:574] : INFO : Epoch 1728 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1971.76 ms [2022-04-11 19:48:49 main:574] : INFO : Epoch 1729 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1971.01 ms [2022-04-11 19:48:51 main:574] : INFO : Epoch 1730 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 1954.19 ms [2022-04-11 19:48:53 main:574] : INFO : Epoch 1731 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 1984.48 ms [2022-04-11 19:48:55 main:574] : INFO : Epoch 1732 | loss: 0.0311675 | val_loss: 0.0311793 | Time: 2003.59 ms [2022-04-11 19:48:57 main:574] : INFO : Epoch 1733 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1968.37 ms [2022-04-11 19:48:59 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311738 | Time: 1987.45 ms [2022-04-11 19:49:01 main:574] : INFO : Epoch 1735 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 2014.64 ms [2022-04-11 19:49:03 main:574] : INFO : Epoch 1736 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1965.84 ms [2022-04-11 19:49:05 main:574] : INFO : Epoch 1737 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 1986.21 ms [2022-04-11 19:49:07 main:574] : INFO : Epoch 1738 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 1976.97 ms [2022-04-11 19:49:09 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.031174 | Time: 1960.68 ms [2022-04-11 19:49:11 main:574] : INFO : Epoch 1740 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1996.11 ms [2022-04-11 19:49:13 main:574] : INFO : Epoch 1741 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1973.07 ms [2022-04-11 19:49:15 main:574] : INFO : Epoch 1742 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 1961.39 ms [2022-04-11 19:49:17 main:574] : INFO : Epoch 1743 | loss: 0.031169 | val_loss: 0.0311732 | Time: 1960.26 ms [2022-04-11 19:49:19 main:574] : INFO : Epoch 1744 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 1956.09 ms [2022-04-11 19:49:21 main:574] : INFO : Epoch 1745 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 1974.99 ms [2022-04-11 19:49:23 main:574] : INFO : Epoch 1746 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1966.71 ms [2022-04-11 19:49:25 main:574] : INFO : Epoch 1747 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 1962.91 ms [2022-04-11 19:49:27 main:574] : INFO : Epoch 1748 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1958.53 ms [2022-04-11 19:49:29 main:574] : INFO : Epoch 1749 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1971.84 ms [2022-04-11 19:49:31 main:574] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 1972.33 ms [2022-04-11 19:49:33 main:574] : INFO : Epoch 1751 | loss: 0.031166 | val_loss: 0.0311737 | Time: 1957.92 ms [2022-04-11 19:49:35 main:574] : INFO : Epoch 1752 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 2011.04 ms [2022-04-11 19:49:37 main:574] : INFO : Epoch 1753 | loss: 0.031168 | val_loss: 0.0311751 | Time: 1932.36 ms [2022-04-11 19:49:39 main:574] : INFO : Epoch 1754 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1973.9 ms [2022-04-11 19:49:41 main:574] : INFO : Epoch 1755 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1975.25 ms [2022-04-11 19:49:43 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1972 ms [2022-04-11 19:49:45 main:574] : INFO : Epoch 1757 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 1975.05 ms [2022-04-11 19:49:47 main:574] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 2002.65 ms [2022-04-11 19:49:48 main:574] : INFO : Epoch 1759 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 1938.77 ms [2022-04-11 19:49:50 main:574] : INFO : Epoch 1760 | loss: 0.0311663 | val_loss: 0.031174 | Time: 1951.65 ms [2022-04-11 19:49:52 main:574] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.031176 | Time: 1962.77 ms [2022-04-11 19:49:54 main:574] : INFO : Epoch 1762 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 1986.05 ms [2022-04-11 19:49:56 main:574] : INFO : Epoch 1763 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1990.19 ms [2022-04-11 19:49:58 main:574] : INFO : Epoch 1764 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 1985.33 ms [2022-04-11 19:50:00 main:574] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 2001.45 ms [2022-04-11 19:50:02 main:574] : INFO : Epoch 1766 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1975.9 ms [2022-04-11 19:50:04 main:574] : INFO : Epoch 1767 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 2015.23 ms [2022-04-11 19:50:06 main:574] : INFO : Epoch 1768 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1975.58 ms [2022-04-11 19:50:08 main:574] : INFO : Epoch 1769 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 1988.84 ms [2022-04-11 19:50:10 main:574] : INFO : Epoch 1770 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 1983.11 ms [2022-04-11 19:50:12 main:574] : INFO : Epoch 1771 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 1980.17 ms [2022-04-11 19:50:14 main:574] : INFO : Epoch 1772 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 1985.68 ms [2022-04-11 19:50:16 main:574] : INFO : Epoch 1773 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1980.04 ms [2022-04-11 19:50:18 main:574] : INFO : Epoch 1774 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 2005.4 ms [2022-04-11 19:50:20 main:574] : INFO : Epoch 1775 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1980.97 ms [2022-04-11 19:50:22 main:574] : INFO : Epoch 1776 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 1989.66 ms [2022-04-11 19:50:24 main:574] : INFO : Epoch 1777 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1942.37 ms [2022-04-11 19:50:26 main:574] : INFO : Epoch 1778 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1968.5 ms [2022-04-11 19:50:28 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 1962.54 ms [2022-04-11 19:50:30 main:574] : INFO : Epoch 1780 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2000.94 ms [2022-04-11 19:50:32 main:574] : INFO : Epoch 1781 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 2002.71 ms [2022-04-11 19:50:34 main:574] : INFO : Epoch 1782 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 1967.96 ms [2022-04-11 19:50:36 main:574] : INFO : Epoch 1783 | loss: 0.0311657 | val_loss: 0.0311736 | Time: 1971.75 ms [2022-04-11 19:50:38 main:574] : INFO : Epoch 1784 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 2012.86 ms [2022-04-11 19:50:40 main:574] : INFO : Epoch 1785 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1969.81 ms [2022-04-11 19:50:42 main:574] : INFO : Epoch 1786 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1993.11 ms [2022-04-11 19:50:44 main:574] : INFO : Epoch 1787 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 1970.3 ms [2022-04-11 19:50:46 main:574] : INFO : Epoch 1788 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 1988.55 ms [2022-04-11 19:50:48 main:574] : INFO : Epoch 1789 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1962.22 ms [2022-04-11 19:50:50 main:574] : INFO : Epoch 1790 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 1994.26 ms [2022-04-11 19:50:52 main:574] : INFO : Epoch 1791 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 2042.2 ms [2022-04-11 19:50:54 main:574] : INFO : Epoch 1792 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1960.23 ms [2022-04-11 19:50:56 main:574] : INFO : Epoch 1793 | loss: 0.0311655 | val_loss: 0.031176 | Time: 1989.39 ms [2022-04-11 19:50:58 main:574] : INFO : Epoch 1794 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1977.4 ms [2022-04-11 19:51:00 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1982.94 ms [2022-04-11 19:51:02 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1967.59 ms [2022-04-11 19:51:04 main:574] : INFO : Epoch 1797 | loss: 0.0311673 | val_loss: 0.031178 | Time: 1951.15 ms [2022-04-11 19:51:06 main:574] : INFO : Epoch 1798 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1983.72 ms [2022-04-11 19:51:08 main:574] : INFO : Epoch 1799 | loss: 0.031166 | val_loss: 0.0311799 | Time: 1971.84 ms [2022-04-11 19:51:10 main:574] : INFO : Epoch 1800 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1961.5 ms [2022-04-11 19:51:12 main:574] : INFO : Epoch 1801 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 1974.5 ms [2022-04-11 19:51:14 main:574] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 1979.35 ms [2022-04-11 19:51:16 main:574] : INFO : Epoch 1803 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 1995.99 ms [2022-04-11 19:51:18 main:574] : INFO : Epoch 1804 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 1949.7 ms [2022-04-11 19:51:20 main:574] : INFO : Epoch 1805 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1955.31 ms [2022-04-11 19:51:22 main:574] : INFO : Epoch 1806 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1958.22 ms [2022-04-11 19:51:24 main:574] : INFO : Epoch 1807 | loss: 0.0311676 | val_loss: 0.031174 | Time: 1985.75 ms [2022-04-11 19:51:26 main:574] : INFO : Epoch 1808 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1974.37 ms [2022-04-11 19:51:28 main:574] : INFO : Epoch 1809 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 1986.76 ms [2022-04-11 19:51:30 main:574] : INFO : Epoch 1810 | loss: 0.031166 | val_loss: 0.0311761 | Time: 1984.29 ms [2022-04-11 19:51:32 main:574] : INFO : Epoch 1811 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1964.8 ms [2022-04-11 19:51:34 main:574] : INFO : Epoch 1812 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 1970.65 ms [2022-04-11 19:51:36 main:574] : INFO : Epoch 1813 | loss: 0.0311655 | val_loss: 0.0311814 | Time: 1975.31 ms [2022-04-11 19:51:38 main:574] : INFO : Epoch 1814 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1949.36 ms [2022-04-11 19:51:40 main:574] : INFO : Epoch 1815 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 1971.02 ms [2022-04-11 19:51:41 main:574] : INFO : Epoch 1816 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1953.51 ms [2022-04-11 19:51:43 main:574] : INFO : Epoch 1817 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 1994.11 ms [2022-04-11 19:51:45 main:574] : INFO : Epoch 1818 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2003.37 ms [2022-04-11 19:51:48 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 1997.99 ms [2022-04-11 19:51:49 main:574] : INFO : Epoch 1820 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1970.87 ms [2022-04-11 19:51:51 main:574] : INFO : Epoch 1821 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 1949.41 ms [2022-04-11 19:51:53 main:574] : INFO : Epoch 1822 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1989.93 ms [2022-04-11 19:51:55 main:574] : INFO : Epoch 1823 | loss: 0.0311666 | val_loss: 0.0311804 | Time: 2023.04 ms [2022-04-11 19:51:58 main:574] : INFO : Epoch 1824 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 2125.33 ms [2022-04-11 19:52:00 main:574] : INFO : Epoch 1825 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 1980.87 ms [2022-04-11 19:52:02 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 1969.15 ms [2022-04-11 19:52:04 main:574] : INFO : Epoch 1827 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 1984.74 ms [2022-04-11 19:52:06 main:574] : INFO : Epoch 1828 | loss: 0.0311658 | val_loss: 0.031178 | Time: 1986.49 ms [2022-04-11 19:52:07 main:574] : INFO : Epoch 1829 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 1962.46 ms [2022-04-11 19:52:09 main:574] : INFO : Epoch 1830 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 1969.75 ms [2022-04-11 19:52:11 main:574] : INFO : Epoch 1831 | loss: 0.0311668 | val_loss: 0.031174 | Time: 1948.93 ms [2022-04-11 19:52:13 main:574] : INFO : Epoch 1832 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 1964.28 ms [2022-04-11 19:52:15 main:574] : INFO : Epoch 1833 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 1993.45 ms [2022-04-11 19:52:17 main:574] : INFO : Epoch 1834 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 1976.1 ms [2022-04-11 19:52:19 main:574] : INFO : Epoch 1835 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 1990.01 ms [2022-04-11 19:52:21 main:574] : INFO : Epoch 1836 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 1971.64 ms [2022-04-11 19:52:23 main:574] : INFO : Epoch 1837 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 1975.01 ms [2022-04-11 19:52:25 main:574] : INFO : Epoch 1838 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 1963.45 ms [2022-04-11 19:52:27 main:574] : INFO : Epoch 1839 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 1976.76 ms [2022-04-11 19:52:29 main:574] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1972.03 ms [2022-04-11 19:52:31 main:574] : INFO : Epoch 1841 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 1962.87 ms [2022-04-11 19:52:33 main:574] : INFO : Epoch 1842 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 2014.37 ms [2022-04-11 19:52:35 main:574] : INFO : Epoch 1843 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 1961.87 ms [2022-04-11 19:52:37 main:574] : INFO : Epoch 1844 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1974.48 ms [2022-04-11 19:52:39 main:574] : INFO : Epoch 1845 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 1969.16 ms [2022-04-11 19:52:41 main:574] : INFO : Epoch 1846 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 2010.75 ms [2022-04-11 19:52:43 main:574] : INFO : Epoch 1847 | loss: 0.031166 | val_loss: 0.0311786 | Time: 1989.97 ms [2022-04-11 19:52:45 main:574] : INFO : Epoch 1848 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1964.2 ms [2022-04-11 19:52:47 main:574] : INFO : Epoch 1849 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 1950.54 ms [2022-04-11 19:52:49 main:574] : INFO : Epoch 1850 | loss: 0.0311675 | val_loss: 0.031179 | Time: 1982.71 ms [2022-04-11 19:52:51 main:574] : INFO : Epoch 1851 | loss: 0.031166 | val_loss: 0.0311771 | Time: 1974.34 ms [2022-04-11 19:52:53 main:574] : INFO : Epoch 1852 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 1973.37 ms [2022-04-11 19:52:55 main:574] : INFO : Epoch 1853 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 1983.06 ms [2022-04-11 19:52:57 main:574] : INFO : Epoch 1854 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 1957.11 ms [2022-04-11 19:52:59 main:574] : INFO : Epoch 1855 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1979.4 ms [2022-04-11 19:53:01 main:574] : INFO : Epoch 1856 | loss: 0.0311676 | val_loss: 0.0311804 | Time: 2009.91 ms [2022-04-11 19:53:03 main:574] : INFO : Epoch 1857 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 1969.97 ms [2022-04-11 19:53:05 main:574] : INFO : Epoch 1858 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 1959.76 ms [2022-04-11 19:53:07 main:574] : INFO : Epoch 1859 | loss: 0.0311659 | val_loss: 0.0311776 | Time: 1965.45 ms [2022-04-11 19:53:09 main:574] : INFO : Epoch 1860 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1977.36 ms [2022-04-11 19:53:11 main:574] : INFO : Epoch 1861 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 1990.46 ms [2022-04-11 19:53:13 main:574] : INFO : Epoch 1862 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1964.76 ms [2022-04-11 19:53:15 main:574] : INFO : Epoch 1863 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 1958.54 ms [2022-04-11 19:53:17 main:574] : INFO : Epoch 1864 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 1964.39 ms [2022-04-11 19:53:19 main:574] : INFO : Epoch 1865 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 1999.42 ms [2022-04-11 19:53:21 main:574] : INFO : Epoch 1866 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 1955.66 ms [2022-04-11 19:53:23 main:574] : INFO : Epoch 1867 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 1972.09 ms [2022-04-11 19:53:25 main:574] : INFO : Epoch 1868 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1973.9 ms [2022-04-11 19:53:27 main:574] : INFO : Epoch 1869 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 1990.67 ms [2022-04-11 19:53:29 main:574] : INFO : Epoch 1870 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 1964.25 ms [2022-04-11 19:53:31 main:574] : INFO : Epoch 1871 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 1973.31 ms [2022-04-11 19:53:33 main:574] : INFO : Epoch 1872 | loss: 0.0311634 | val_loss: 0.031173 | Time: 1959.99 ms [2022-04-11 19:53:35 main:574] : INFO : Epoch 1873 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 1960.97 ms [2022-04-11 19:53:36 main:574] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 1951.08 ms [2022-04-11 19:53:38 main:574] : INFO : Epoch 1875 | loss: 0.0311638 | val_loss: 0.031174 | Time: 1970.76 ms [2022-04-11 19:53:40 main:574] : INFO : Epoch 1876 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1982.27 ms [2022-04-11 19:53:42 main:574] : INFO : Epoch 1877 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1978.81 ms [2022-04-11 19:53:44 main:574] : INFO : Epoch 1878 | loss: 0.0311636 | val_loss: 0.031176 | Time: 1976.65 ms [2022-04-11 19:53:46 main:574] : INFO : Epoch 1879 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1981.24 ms [2022-04-11 19:53:48 main:574] : INFO : Epoch 1880 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 1983.06 ms [2022-04-11 19:53:50 main:574] : INFO : Epoch 1881 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 1986.54 ms [2022-04-11 19:53:52 main:574] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 1978.84 ms [2022-04-11 19:53:54 main:574] : INFO : Epoch 1883 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 1993 ms [2022-04-11 19:53:56 main:574] : INFO : Epoch 1884 | loss: 0.0311625 | val_loss: 0.0311741 | Time: 2022.05 ms [2022-04-11 19:53:58 main:574] : INFO : Epoch 1885 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 1961.1 ms [2022-04-11 19:54:00 main:574] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 1990.13 ms [2022-04-11 19:54:02 main:574] : INFO : Epoch 1887 | loss: 0.0311627 | val_loss: 0.0311763 | Time: 1962.8 ms [2022-04-11 19:54:04 main:574] : INFO : Epoch 1888 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 1949.92 ms [2022-04-11 19:54:06 main:574] : INFO : Epoch 1889 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1969.74 ms [2022-04-11 19:54:08 main:574] : INFO : Epoch 1890 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 1999.89 ms [2022-04-11 19:54:10 main:574] : INFO : Epoch 1891 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 1977.46 ms [2022-04-11 19:54:12 main:574] : INFO : Epoch 1892 | loss: 0.0311633 | val_loss: 0.031174 | Time: 1978.95 ms [2022-04-11 19:54:14 main:574] : INFO : Epoch 1893 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 1975.63 ms [2022-04-11 19:54:16 main:574] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 1979.17 ms [2022-04-11 19:54:18 main:574] : INFO : Epoch 1895 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 1975.27 ms [2022-04-11 19:54:20 main:574] : INFO : Epoch 1896 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 2022.49 ms [2022-04-11 19:54:22 main:574] : INFO : Epoch 1897 | loss: 0.031166 | val_loss: 0.0311758 | Time: 1994.08 ms [2022-04-11 19:54:24 main:574] : INFO : Epoch 1898 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 1992.43 ms [2022-04-11 19:54:26 main:574] : INFO : Epoch 1899 | loss: 0.0311629 | val_loss: 0.031175 | Time: 1951.44 ms [2022-04-11 19:54:28 main:574] : INFO : Epoch 1900 | loss: 0.0311636 | val_loss: 0.0311809 | Time: 1973.74 ms [2022-04-11 19:54:30 main:574] : INFO : Epoch 1901 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 1980.45 ms [2022-04-11 19:54:32 main:574] : INFO : Epoch 1902 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1948.53 ms [2022-04-11 19:54:34 main:574] : INFO : Epoch 1903 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 1962.19 ms [2022-04-11 19:54:36 main:574] : INFO : Epoch 1904 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1985.29 ms [2022-04-11 19:54:38 main:574] : INFO : Epoch 1905 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 1984.48 ms [2022-04-11 19:54:40 main:574] : INFO : Epoch 1906 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 1967.1 ms [2022-04-11 19:54:42 main:574] : INFO : Epoch 1907 | loss: 0.0311622 | val_loss: 0.0311752 | Time: 1983.53 ms [2022-04-11 19:54:44 main:574] : INFO : Epoch 1908 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 1995.43 ms [2022-04-11 19:54:46 main:574] : INFO : Epoch 1909 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 1970.32 ms [2022-04-11 19:54:48 main:574] : INFO : Epoch 1910 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 1995.36 ms [2022-04-11 19:54:50 main:574] : INFO : Epoch 1911 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 2000.17 ms [2022-04-11 19:54:52 main:574] : INFO : Epoch 1912 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 1982.46 ms [2022-04-11 19:54:54 main:574] : INFO : Epoch 1913 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 1993.19 ms [2022-04-11 19:54:56 main:574] : INFO : Epoch 1914 | loss: 0.0311629 | val_loss: 0.031177 | Time: 1977.03 ms [2022-04-11 19:54:58 main:574] : INFO : Epoch 1915 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 1969.14 ms [2022-04-11 19:55:00 main:574] : INFO : Epoch 1916 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 2022.29 ms [2022-04-11 19:55:02 main:574] : INFO : Epoch 1917 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1985.05 ms [2022-04-11 19:55:04 main:574] : INFO : Epoch 1918 | loss: 0.0311629 | val_loss: 0.0311749 | Time: 1992.36 ms [2022-04-11 19:55:06 main:574] : INFO : Epoch 1919 | loss: 0.0311624 | val_loss: 0.031175 | Time: 1982.19 ms [2022-04-11 19:55:08 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 2002.68 ms [2022-04-11 19:55:10 main:574] : INFO : Epoch 1921 | loss: 0.0311618 | val_loss: 0.0311781 | Time: 2010.02 ms [2022-04-11 19:55:12 main:574] : INFO : Epoch 1922 | loss: 0.031162 | val_loss: 0.0311757 | Time: 1968.79 ms [2022-04-11 19:55:14 main:574] : INFO : Epoch 1923 | loss: 0.0311619 | val_loss: 0.0311797 | Time: 1981.54 ms [2022-04-11 19:55:16 main:574] : INFO : Epoch 1924 | loss: 0.0311665 | val_loss: 0.031173 | Time: 1982.19 ms [2022-04-11 19:55:18 main:574] : INFO : Epoch 1925 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 1994.13 ms [2022-04-11 19:55:20 main:574] : INFO : Epoch 1926 | loss: 0.0311639 | val_loss: 0.031175 | Time: 1973.71 ms [2022-04-11 19:55:22 main:574] : INFO : Epoch 1927 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 2018.05 ms [2022-04-11 19:55:24 main:574] : INFO : Epoch 1928 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1978.55 ms [2022-04-11 19:55:26 main:574] : INFO : Epoch 1929 | loss: 0.0311648 | val_loss: 0.0311778 | Time: 1996.06 ms [2022-04-11 19:55:28 main:574] : INFO : Epoch 1930 | loss: 0.0311679 | val_loss: 0.0311866 | Time: 1967.44 ms [2022-04-11 19:55:30 main:574] : INFO : Epoch 1931 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 1988.05 ms [2022-04-11 19:55:32 main:574] : INFO : Epoch 1932 | loss: 0.0311642 | val_loss: 0.0311745 | Time: 1949.9 ms [2022-04-11 19:55:34 main:574] : INFO : Epoch 1933 | loss: 0.031163 | val_loss: 0.0311744 | Time: 2015.05 ms [2022-04-11 19:55:36 main:574] : INFO : Epoch 1934 | loss: 0.0311628 | val_loss: 0.0311777 | Time: 1985.83 ms [2022-04-11 19:55:38 main:574] : INFO : Epoch 1935 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1978.27 ms [2022-04-11 19:55:40 main:574] : INFO : Epoch 1936 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 2011.18 ms [2022-04-11 19:55:42 main:574] : INFO : Epoch 1937 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 1994.34 ms [2022-04-11 19:55:44 main:574] : INFO : Epoch 1938 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 2000.49 ms [2022-04-11 19:55:46 main:574] : INFO : Epoch 1939 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 1978.09 ms [2022-04-11 19:55:48 main:574] : INFO : Epoch 1940 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 1986.2 ms [2022-04-11 19:55:50 main:574] : INFO : Epoch 1941 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 1996.98 ms [2022-04-11 19:55:52 main:574] : INFO : Epoch 1942 | loss: 0.031163 | val_loss: 0.0311721 | Time: 2021.83 ms [2022-04-11 19:55:54 main:574] : INFO : Epoch 1943 | loss: 0.0311636 | val_loss: 0.0311807 | Time: 2005.16 ms [2022-04-11 19:55:56 main:574] : INFO : Epoch 1944 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 2013.04 ms [2022-04-11 19:55:58 main:574] : INFO : Epoch 1945 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1995.84 ms [2022-04-11 19:56:00 main:574] : INFO : Epoch 1946 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 2011.39 ms [2022-04-11 19:56:02 main:574] : INFO : Epoch 1947 | loss: 0.0311632 | val_loss: 0.0311811 | Time: 2005.99 ms [2022-04-11 19:56:04 main:574] : INFO : Epoch 1948 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 1990.22 ms [2022-04-11 19:56:06 main:574] : INFO : Epoch 1949 | loss: 0.0311634 | val_loss: 0.0311761 | Time: 1974.59 ms [2022-04-11 19:56:08 main:574] : INFO : Epoch 1950 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 1996.1 ms [2022-04-11 19:56:10 main:574] : INFO : Epoch 1951 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 1977.19 ms [2022-04-11 19:56:12 main:574] : INFO : Epoch 1952 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 1986.38 ms [2022-04-11 19:56:14 main:574] : INFO : Epoch 1953 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 1992.83 ms [2022-04-11 19:56:16 main:574] : INFO : Epoch 1954 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 2023.64 ms [2022-04-11 19:56:18 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 1974.3 ms [2022-04-11 19:56:20 main:574] : INFO : Epoch 1956 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1949.28 ms [2022-04-11 19:56:22 main:574] : INFO : Epoch 1957 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1946.22 ms [2022-04-11 19:56:24 main:574] : INFO : Epoch 1958 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 1966.33 ms [2022-04-11 19:56:26 main:574] : INFO : Epoch 1959 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 2013.35 ms [2022-04-11 19:56:28 main:574] : INFO : Epoch 1960 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 1975.24 ms [2022-04-11 19:56:30 main:574] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 2014.17 ms [2022-04-11 19:56:32 main:574] : INFO : Epoch 1962 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 1969.08 ms [2022-04-11 19:56:34 main:574] : INFO : Epoch 1963 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 1992.39 ms [2022-04-11 19:56:36 main:574] : INFO : Epoch 1964 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 1991.75 ms [2022-04-11 19:56:38 main:574] : INFO : Epoch 1965 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 1968.69 ms [2022-04-11 19:56:40 main:574] : INFO : Epoch 1966 | loss: 0.031162 | val_loss: 0.0311755 | Time: 1994.68 ms [2022-04-11 19:56:42 main:574] : INFO : Epoch 1967 | loss: 0.031163 | val_loss: 0.0311727 | Time: 1948.49 ms [2022-04-11 19:56:44 main:574] : INFO : Epoch 1968 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 1998.52 ms [2022-04-11 19:56:46 main:574] : INFO : Epoch 1969 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1972.85 ms [2022-04-11 19:56:47 main:574] : INFO : Epoch 1970 | loss: 0.0311642 | val_loss: 0.031174 | Time: 1969.28 ms [2022-04-11 19:56:49 main:574] : INFO : Epoch 1971 | loss: 0.0311623 | val_loss: 0.0311741 | Time: 1989.79 ms [2022-04-11 19:56:51 main:574] : INFO : Epoch 1972 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 1995.59 ms [2022-04-11 19:56:53 main:574] : INFO : Epoch 1973 | loss: 0.0311623 | val_loss: 0.0311757 | Time: 1992.06 ms [2022-04-11 19:56:55 main:574] : INFO : Epoch 1974 | loss: 0.031163 | val_loss: 0.0311733 | Time: 1975.73 ms [2022-04-11 19:56:57 main:574] : INFO : Epoch 1975 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 1988.13 ms [2022-04-11 19:56:59 main:574] : INFO : Epoch 1976 | loss: 0.031163 | val_loss: 0.0311745 | Time: 1991.34 ms [2022-04-11 19:57:01 main:574] : INFO : Epoch 1977 | loss: 0.0311629 | val_loss: 0.0311764 | Time: 1992.77 ms [2022-04-11 19:57:03 main:574] : INFO : Epoch 1978 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 1985.47 ms [2022-04-11 19:57:05 main:574] : INFO : Epoch 1979 | loss: 0.031163 | val_loss: 0.0311746 | Time: 1959.57 ms [2022-04-11 19:57:07 main:574] : INFO : Epoch 1980 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1985.95 ms [2022-04-11 19:57:09 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 1989.59 ms [2022-04-11 19:57:11 main:574] : INFO : Epoch 1982 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 1984.37 ms [2022-04-11 19:57:13 main:574] : INFO : Epoch 1983 | loss: 0.0311622 | val_loss: 0.0311753 | Time: 1988.11 ms [2022-04-11 19:57:15 main:574] : INFO : Epoch 1984 | loss: 0.031162 | val_loss: 0.0311744 | Time: 2033.79 ms [2022-04-11 19:57:17 main:574] : INFO : Epoch 1985 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 2029.37 ms [2022-04-11 19:57:19 main:574] : INFO : Epoch 1986 | loss: 0.0311624 | val_loss: 0.031174 | Time: 1988.52 ms [2022-04-11 19:57:21 main:574] : INFO : Epoch 1987 | loss: 0.031164 | val_loss: 0.0311819 | Time: 2003.74 ms [2022-04-11 19:57:23 main:574] : INFO : Epoch 1988 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 1983.11 ms [2022-04-11 19:57:25 main:574] : INFO : Epoch 1989 | loss: 0.0311639 | val_loss: 0.0311782 | Time: 1978.31 ms [2022-04-11 19:57:27 main:574] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1962.37 ms [2022-04-11 19:57:29 main:574] : INFO : Epoch 1991 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 1988.11 ms [2022-04-11 19:57:31 main:574] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2004.02 ms [2022-04-11 19:57:33 main:574] : INFO : Epoch 1993 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1973.63 ms [2022-04-11 19:57:35 main:574] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1985.77 ms [2022-04-11 19:57:37 main:574] : INFO : Epoch 1995 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1980.72 ms [2022-04-11 19:57:39 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 1993.39 ms [2022-04-11 19:57:41 main:574] : INFO : Epoch 1997 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 1964.75 ms [2022-04-11 19:57:43 main:574] : INFO : Epoch 1998 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 1984.85 ms [2022-04-11 19:57:45 main:574] : INFO : Epoch 1999 | loss: 0.0311613 | val_loss: 0.031173 | Time: 1967.66 ms [2022-04-11 19:57:47 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.031174 | Time: 1970.08 ms [2022-04-11 19:57:49 main:574] : INFO : Epoch 2001 | loss: 0.0311612 | val_loss: 0.0311763 | Time: 1995.57 ms [2022-04-11 19:57:51 main:574] : INFO : Epoch 2002 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 1985.5 ms [2022-04-11 19:57:53 main:574] : INFO : Epoch 2003 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 1967.24 ms [2022-04-11 19:57:55 main:574] : INFO : Epoch 2004 | loss: 0.0311624 | val_loss: 0.0311739 | Time: 1988.62 ms [2022-04-11 19:57:57 main:574] : INFO : Epoch 2005 | loss: 0.0311607 | val_loss: 0.0311738 | Time: 1993.24 ms [2022-04-11 19:57:59 main:574] : INFO : Epoch 2006 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 1969.94 ms [2022-04-11 19:58:01 main:574] : INFO : Epoch 2007 | loss: 0.0311619 | val_loss: 0.031177 | Time: 2013.98 ms [2022-04-11 19:58:03 main:574] : INFO : Epoch 2008 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1962.33 ms [2022-04-11 19:58:05 main:574] : INFO : Epoch 2009 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 1962.06 ms [2022-04-11 19:58:07 main:574] : INFO : Epoch 2010 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2019.79 ms [2022-04-11 19:58:09 main:574] : INFO : Epoch 2011 | loss: 0.0311636 | val_loss: 0.0311775 | Time: 1979.62 ms [2022-04-11 19:58:11 main:574] : INFO : Epoch 2012 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1988.41 ms [2022-04-11 19:58:13 main:574] : INFO : Epoch 2013 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 1962.78 ms [2022-04-11 19:58:15 main:574] : INFO : Epoch 2014 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 1997.81 ms [2022-04-11 19:58:17 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311741 | Time: 1973.22 ms [2022-04-11 19:58:19 main:574] : INFO : Epoch 2016 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2001.62 ms [2022-04-11 19:58:21 main:574] : INFO : Epoch 2017 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 1979.74 ms [2022-04-11 19:58:23 main:574] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 1990.39 ms [2022-04-11 19:58:25 main:574] : INFO : Epoch 2019 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 1997.38 ms [2022-04-11 19:58:27 main:574] : INFO : Epoch 2020 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 2002.74 ms [2022-04-11 19:58:29 main:574] : INFO : Epoch 2021 | loss: 0.0311607 | val_loss: 0.031173 | Time: 1983.45 ms [2022-04-11 19:58:31 main:574] : INFO : Epoch 2022 | loss: 0.0311613 | val_loss: 0.0311762 | Time: 1984.97 ms [2022-04-11 19:58:33 main:574] : INFO : Epoch 2023 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 1994.46 ms [2022-04-11 19:58:35 main:574] : INFO : Epoch 2024 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 1978.32 ms [2022-04-11 19:58:37 main:574] : INFO : Epoch 2025 | loss: 0.031161 | val_loss: 0.0311743 | Time: 1991.02 ms [2022-04-11 19:58:39 main:574] : INFO : Epoch 2026 | loss: 0.0311616 | val_loss: 0.0311759 | Time: 1980.11 ms [2022-04-11 19:58:41 main:574] : INFO : Epoch 2027 | loss: 0.031162 | val_loss: 0.031176 | Time: 1958.29 ms [2022-04-11 19:58:43 main:574] : INFO : Epoch 2028 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1976.96 ms [2022-04-11 19:58:45 main:574] : INFO : Epoch 2029 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1981.39 ms [2022-04-11 19:58:47 main:574] : INFO : Epoch 2030 | loss: 0.0311615 | val_loss: 0.0311756 | Time: 1977.03 ms [2022-04-11 19:58:49 main:574] : INFO : Epoch 2031 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 1983.82 ms [2022-04-11 19:58:51 main:574] : INFO : Epoch 2032 | loss: 0.0311611 | val_loss: 0.0311735 | Time: 1983.44 ms [2022-04-11 19:58:53 main:574] : INFO : Epoch 2033 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 1968.1 ms [2022-04-11 19:58:55 main:574] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 1961.51 ms [2022-04-11 19:58:57 main:574] : INFO : Epoch 2035 | loss: 0.031162 | val_loss: 0.0311741 | Time: 1972.04 ms [2022-04-11 19:58:59 main:574] : INFO : Epoch 2036 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 1984.22 ms [2022-04-11 19:59:01 main:574] : INFO : Epoch 2037 | loss: 0.031161 | val_loss: 0.0311771 | Time: 1981.02 ms [2022-04-11 19:59:03 main:574] : INFO : Epoch 2038 | loss: 0.0311626 | val_loss: 0.0311737 | Time: 1992.09 ms [2022-04-11 19:59:05 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311762 | Time: 1966 ms [2022-04-11 19:59:07 main:574] : INFO : Epoch 2040 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 1945.71 ms [2022-04-11 19:59:09 main:574] : INFO : Epoch 2041 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 1973.37 ms [2022-04-11 19:59:11 main:574] : INFO : Epoch 2042 | loss: 0.031161 | val_loss: 0.0311751 | Time: 1973.51 ms [2022-04-11 19:59:13 main:574] : INFO : Epoch 2043 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 1984.92 ms [2022-04-11 19:59:15 main:574] : INFO : Epoch 2044 | loss: 0.0311611 | val_loss: 0.031173 | Time: 1962.58 ms [2022-04-11 19:59:17 main:574] : INFO : Epoch 2045 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 1944.39 ms [2022-04-11 19:59:18 main:574] : INFO : Epoch 2046 | loss: 0.0311611 | val_loss: 0.0311768 | Time: 1957.76 ms [2022-04-11 19:59:20 main:574] : INFO : Epoch 2047 | loss: 0.031161 | val_loss: 0.0311728 | Time: 1984.22 ms [2022-04-11 19:59:22 main:574] : INFO : Epoch 2048 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 1969.66 ms [2022-04-11 19:59:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2022-04-11 19:59:22 main:603] : INFO : Saving end state to config to file [2022-04-11 19:59:22 main:608] : INFO : Success, exiting.. 19:59:22 (19988): 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)