Task 8536235
| Name | ParityModified-1634618655-21180-3_0 |
| Workunit | 6032930 |
| Created | 31 Oct 2021, 10:50:31 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 19:22:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 6 min 4 sec |
| CPU time | 1 hours 5 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2021-11-01 14:05:04 main:581] : INFO : Epoch 1538 | loss: 0.0311825 | val_loss: 0.031193 | Time: 1875.53 ms [2021-11-01 14:05:05 main:581] : INFO : Epoch 1539 | loss: 0.0485293 | val_loss: 0.0322003 | Time: 1898.47 ms [2021-11-01 14:05:07 main:581] : INFO : Epoch 1540 | loss: 0.0388116 | val_loss: 0.0334048 | Time: 1879.98 ms [2021-11-01 14:05:09 main:581] : INFO : Epoch 1541 | loss: 0.0325738 | val_loss: 0.03167 | Time: 1938.53 ms [2021-11-01 14:05:11 main:581] : INFO : Epoch 1542 | loss: 0.0314335 | val_loss: 0.0313582 | Time: 1880.25 ms [2021-11-01 14:05:13 main:581] : INFO : Epoch 1543 | loss: 0.0312805 | val_loss: 0.0312573 | Time: 1877.11 ms [2021-11-01 14:05:15 main:581] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.0312447 | Time: 1876.35 ms [2021-11-01 14:05:17 main:581] : INFO : Epoch 1545 | loss: 0.0312409 | val_loss: 0.0312362 | Time: 1960.86 ms [2021-11-01 14:05:19 main:581] : INFO : Epoch 1546 | loss: 0.0312337 | val_loss: 0.0312275 | Time: 1935.57 ms [2021-11-01 14:05:21 main:581] : INFO : Epoch 1547 | loss: 0.031223 | val_loss: 0.0312149 | Time: 1948.34 ms [2021-11-01 14:05:23 main:581] : INFO : Epoch 1548 | loss: 0.0312111 | val_loss: 0.0312061 | Time: 1962.5 ms [2021-11-01 14:05:25 main:581] : INFO : Epoch 1549 | loss: 0.0312039 | val_loss: 0.0312008 | Time: 1955.28 ms [2021-11-01 14:05:27 main:581] : INFO : Epoch 1550 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1947.95 ms [2021-11-01 14:05:29 main:581] : INFO : Epoch 1551 | loss: 0.0311967 | val_loss: 0.0311935 | Time: 1943.64 ms [2021-11-01 14:05:30 main:581] : INFO : Epoch 1552 | loss: 0.0311941 | val_loss: 0.0311905 | Time: 1927.57 ms [2021-11-01 14:05:32 main:581] : INFO : Epoch 1553 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 1885.96 ms [2021-11-01 14:05:34 main:581] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 1877.83 ms [2021-11-01 14:05:36 main:581] : INFO : Epoch 1555 | loss: 0.031189 | val_loss: 0.0311865 | Time: 1880.73 ms [2021-11-01 14:05:38 main:581] : INFO : Epoch 1556 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 1954.74 ms [2021-11-01 14:05:40 main:581] : INFO : Epoch 1557 | loss: 0.0311866 | val_loss: 0.0311841 | Time: 1967.19 ms [2021-11-01 14:05:42 main:581] : INFO : Epoch 1558 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 1957.72 ms [2021-11-01 14:05:44 main:581] : INFO : Epoch 1559 | loss: 0.0311854 | val_loss: 0.0311833 | Time: 1957.64 ms [2021-11-01 14:05:46 main:581] : INFO : Epoch 1560 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 1959.59 ms [2021-11-01 14:05:48 main:581] : INFO : Epoch 1561 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1981.25 ms [2021-11-01 14:05:50 main:581] : INFO : Epoch 1562 | loss: 0.0311841 | val_loss: 0.0311824 | Time: 1956.76 ms [2021-11-01 14:05:52 main:581] : INFO : Epoch 1563 | loss: 0.0311837 | val_loss: 0.0311822 | Time: 1959.48 ms [2021-11-01 14:05:54 main:581] : INFO : Epoch 1564 | loss: 0.0311835 | val_loss: 0.0311824 | Time: 1988.96 ms [2021-11-01 14:05:56 main:581] : INFO : Epoch 1565 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 1985.31 ms [2021-11-01 14:05:58 main:581] : INFO : Epoch 1566 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 1893.76 ms [2021-11-01 14:06:00 main:581] : INFO : Epoch 1567 | loss: 0.0311827 | val_loss: 0.0311815 | Time: 1882.64 ms [2021-11-01 14:06:01 main:581] : INFO : Epoch 1568 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1875.85 ms [2021-11-01 14:06:03 main:581] : INFO : Epoch 1569 | loss: 0.0311819 | val_loss: 0.0311816 | Time: 1879.19 ms [2021-11-01 14:06:05 main:581] : INFO : Epoch 1570 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 1887.21 ms [2021-11-01 14:06:07 main:581] : INFO : Epoch 1571 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1963.39 ms [2021-11-01 14:06:09 main:581] : INFO : Epoch 1572 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1971.55 ms [2021-11-01 14:06:11 main:581] : INFO : Epoch 1573 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 1944.45 ms [2021-11-01 14:06:13 main:581] : INFO : Epoch 1574 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 1968.6 ms [2021-11-01 14:06:15 main:581] : INFO : Epoch 1575 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 1966.23 ms [2021-11-01 14:06:17 main:581] : INFO : Epoch 1576 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1963.69 ms [2021-11-01 14:06:19 main:581] : INFO : Epoch 1577 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 1966.28 ms [2021-11-01 14:06:21 main:581] : INFO : Epoch 1578 | loss: 0.0311793 | val_loss: 0.03118 | Time: 1955.04 ms [2021-11-01 14:06:23 main:581] : INFO : Epoch 1579 | loss: 0.031179 | val_loss: 0.0311801 | Time: 1938.8 ms [2021-11-01 14:06:25 main:581] : INFO : Epoch 1580 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 1940.4 ms [2021-11-01 14:06:27 main:581] : INFO : Epoch 1581 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 1944.65 ms [2021-11-01 14:06:29 main:581] : INFO : Epoch 1582 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 1945.14 ms [2021-11-01 14:06:31 main:581] : INFO : Epoch 1583 | loss: 0.0311836 | val_loss: 0.0311828 | Time: 1943.94 ms [2021-11-01 14:06:33 main:581] : INFO : Epoch 1584 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1946.46 ms [2021-11-01 14:06:34 main:581] : INFO : Epoch 1585 | loss: 0.031182 | val_loss: 0.031181 | Time: 1949.86 ms [2021-11-01 14:06:36 main:581] : INFO : Epoch 1586 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 1945.15 ms [2021-11-01 14:06:38 main:581] : INFO : Epoch 1587 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1942.92 ms [2021-11-01 14:06:40 main:581] : INFO : Epoch 1588 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 1946.75 ms [2021-11-01 14:06:42 main:581] : INFO : Epoch 1589 | loss: 0.0311798 | val_loss: 0.031181 | Time: 1964.9 ms [2021-11-01 14:06:44 main:581] : INFO : Epoch 1590 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 1899.57 ms [2021-11-01 14:06:46 main:581] : INFO : Epoch 1591 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 1872.61 ms [2021-11-01 14:06:48 main:581] : INFO : Epoch 1592 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 1936.78 ms [2021-11-01 14:06:50 main:581] : INFO : Epoch 1593 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1949.18 ms [2021-11-01 14:06:52 main:581] : INFO : Epoch 1594 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 1959.73 ms [2021-11-01 14:06:54 main:581] : INFO : Epoch 1595 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1935.25 ms [2021-11-01 14:06:56 main:581] : INFO : Epoch 1596 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1881.64 ms [2021-11-01 14:06:58 main:581] : INFO : Epoch 1597 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1876.3 ms [2021-11-01 14:06:59 main:581] : INFO : Epoch 1598 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1871.85 ms [2021-11-01 14:07:01 main:581] : INFO : Epoch 1599 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1880.54 ms [2021-11-01 14:07:03 main:581] : INFO : Epoch 1600 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 1964.14 ms [2021-11-01 14:07:05 main:581] : INFO : Epoch 1601 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1960.4 ms [2021-11-01 14:07:07 main:581] : INFO : Epoch 1602 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 1974.37 ms [2021-11-01 14:07:09 main:581] : INFO : Epoch 1603 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1968.26 ms [2021-11-01 14:07:11 main:581] : INFO : Epoch 1604 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 1963.52 ms [2021-11-01 14:07:13 main:581] : INFO : Epoch 1605 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 1967.35 ms [2021-11-01 14:07:15 main:581] : INFO : Epoch 1606 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 1962.1 ms [2021-11-01 14:07:17 main:581] : INFO : Epoch 1607 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 1965.38 ms [2021-11-01 14:07:19 main:581] : INFO : Epoch 1608 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 1967.57 ms [2021-11-01 14:07:21 main:581] : INFO : Epoch 1609 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 1960.36 ms [2021-11-01 14:07:23 main:581] : INFO : Epoch 1610 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 1967.86 ms [2021-11-01 14:07:25 main:581] : INFO : Epoch 1611 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1964.73 ms [2021-11-01 14:07:27 main:581] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1955.56 ms [2021-11-01 14:07:29 main:581] : INFO : Epoch 1613 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 1961.3 ms [2021-11-01 14:07:31 main:581] : INFO : Epoch 1614 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1964.16 ms [2021-11-01 14:07:33 main:581] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 1949.33 ms [2021-11-01 14:07:35 main:581] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1948.44 ms [2021-11-01 14:07:37 main:581] : INFO : Epoch 1617 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 1978.69 ms [2021-11-01 14:07:39 main:581] : INFO : Epoch 1618 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1975.89 ms [2021-11-01 14:07:41 main:581] : INFO : Epoch 1619 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1945.47 ms [2021-11-01 14:07:43 main:581] : INFO : Epoch 1620 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1949.87 ms [2021-11-01 14:07:45 main:581] : INFO : Epoch 1621 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 1962.62 ms [2021-11-01 14:07:46 main:581] : INFO : Epoch 1622 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 1955.64 ms [2021-11-01 14:07:48 main:581] : INFO : Epoch 1623 | loss: 0.031172 | val_loss: 0.0311798 | Time: 1950.12 ms [2021-11-01 14:07:50 main:581] : INFO : Epoch 1624 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1955.84 ms [2021-11-01 14:07:52 main:581] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311798 | Time: 1954.88 ms [2021-11-01 14:07:54 main:581] : INFO : Epoch 1626 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 1952.62 ms [2021-11-01 14:07:56 main:581] : INFO : Epoch 1627 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 1949.12 ms [2021-11-01 14:07:58 main:581] : INFO : Epoch 1628 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 1946.02 ms [2021-11-01 14:08:00 main:581] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.031179 | Time: 1947.23 ms [2021-11-01 14:08:02 main:581] : INFO : Epoch 1630 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1947.57 ms [2021-11-01 14:08:04 main:581] : INFO : Epoch 1631 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 1944.42 ms [2021-11-01 14:08:06 main:581] : INFO : Epoch 1632 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1943.5 ms [2021-11-01 14:08:08 main:581] : INFO : Epoch 1633 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 1953.15 ms [2021-11-01 14:08:10 main:581] : INFO : Epoch 1634 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 1927.8 ms [2021-11-01 14:08:12 main:581] : INFO : Epoch 1635 | loss: 0.0311702 | val_loss: 0.03118 | Time: 1875.08 ms [2021-11-01 14:08:14 main:581] : INFO : Epoch 1636 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1872.93 ms [2021-11-01 14:08:16 main:581] : INFO : Epoch 1637 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 1908.42 ms [2021-11-01 14:08:17 main:581] : INFO : Epoch 1638 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 1931.21 ms [2021-11-01 14:08:19 main:581] : INFO : Epoch 1639 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 1949.52 ms [2021-11-01 14:08:21 main:581] : INFO : Epoch 1640 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 1953.41 ms [2021-11-01 14:08:23 main:581] : INFO : Epoch 1641 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1947.09 ms [2021-11-01 14:08:25 main:581] : INFO : Epoch 1642 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 1958.39 ms [2021-11-01 14:08:27 main:581] : INFO : Epoch 1643 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 1948.43 ms [2021-11-01 14:08:29 main:581] : INFO : Epoch 1644 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 1961.32 ms [2021-11-01 14:08:31 main:581] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 1889.52 ms [2021-11-01 14:08:33 main:581] : INFO : Epoch 1646 | loss: 0.0311684 | val_loss: 0.031178 | Time: 1872.79 ms [2021-11-01 14:08:35 main:581] : INFO : Epoch 1647 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 1869.73 ms [2021-11-01 14:08:37 main:581] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 1968.19 ms [2021-11-01 14:08:39 main:581] : INFO : Epoch 1649 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1960.83 ms [2021-11-01 14:08:41 main:581] : INFO : Epoch 1650 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 1897.51 ms [2021-11-01 14:08:43 main:581] : INFO : Epoch 1651 | loss: 0.0311688 | val_loss: 0.031179 | Time: 1878.5 ms [2021-11-01 14:08:44 main:581] : INFO : Epoch 1652 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1886.6 ms [2021-11-01 14:08:46 main:581] : INFO : Epoch 1653 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 1950.81 ms [2021-11-01 14:08:48 main:581] : INFO : Epoch 1654 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 1949.96 ms [2021-11-01 14:08:50 main:581] : INFO : Epoch 1655 | loss: 0.031167 | val_loss: 0.0311807 | Time: 1951.19 ms [2021-11-01 14:08:52 main:581] : INFO : Epoch 1656 | loss: 0.031167 | val_loss: 0.0311795 | Time: 1934.42 ms [2021-11-01 14:08:54 main:581] : INFO : Epoch 1657 | loss: 0.0311663 | val_loss: 0.0311799 | Time: 1919.47 ms [2021-11-01 14:08:56 main:581] : INFO : Epoch 1658 | loss: 0.031167 | val_loss: 0.0311847 | Time: 1952.46 ms [2021-11-01 14:08:58 main:581] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311818 | Time: 1942.22 ms [2021-11-01 14:09:00 main:581] : INFO : Epoch 1660 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 1931.66 ms [2021-11-01 14:09:02 main:581] : INFO : Epoch 1661 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1930.45 ms [2021-11-01 14:09:04 main:581] : INFO : Epoch 1662 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 1948.43 ms [2021-11-01 14:09:06 main:581] : INFO : Epoch 1663 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 1953.48 ms [2021-11-01 14:09:08 main:581] : INFO : Epoch 1664 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 1962.19 ms [2021-11-01 14:09:10 main:581] : INFO : Epoch 1665 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1958.58 ms [2021-11-01 14:09:12 main:581] : INFO : Epoch 1666 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1949.12 ms [2021-11-01 14:09:14 main:581] : INFO : Epoch 1667 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 1955.04 ms [2021-11-01 14:09:15 main:581] : INFO : Epoch 1668 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 1906.07 ms [2021-11-01 14:09:17 main:581] : INFO : Epoch 1669 | loss: 0.0311665 | val_loss: 0.0311777 | Time: 1862.98 ms [2021-11-01 14:09:19 main:581] : INFO : Epoch 1670 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 1888.81 ms [2021-11-01 14:09:21 main:581] : INFO : Epoch 1671 | loss: 0.0311663 | val_loss: 0.0311798 | Time: 1940.35 ms [2021-11-01 14:09:23 main:581] : INFO : Epoch 1672 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 1940 ms [2021-11-01 14:09:25 main:581] : INFO : Epoch 1673 | loss: 0.0311651 | val_loss: 0.03118 | Time: 1918.6 ms [2021-11-01 14:09:27 main:581] : INFO : Epoch 1674 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 1877.66 ms [2021-11-01 14:09:29 main:581] : INFO : Epoch 1675 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 1862.44 ms [2021-11-01 14:09:31 main:581] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1871.84 ms [2021-11-01 14:09:33 main:581] : INFO : Epoch 1677 | loss: 0.0311656 | val_loss: 0.0311787 | Time: 1858.75 ms [2021-11-01 14:09:34 main:581] : INFO : Epoch 1678 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1874.88 ms [2021-11-01 14:09:36 main:581] : INFO : Epoch 1679 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 1873.5 ms [2021-11-01 14:09:38 main:581] : INFO : Epoch 1680 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1864.03 ms [2021-11-01 14:09:40 main:581] : INFO : Epoch 1681 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 1856.89 ms [2021-11-01 14:09:42 main:581] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 1873.59 ms [2021-11-01 14:09:44 main:581] : INFO : Epoch 1683 | loss: 0.0311661 | val_loss: 0.0311797 | Time: 1917.05 ms [2021-11-01 14:09:46 main:581] : INFO : Epoch 1684 | loss: 0.0311694 | val_loss: 0.031179 | Time: 1887.42 ms [2021-11-01 14:09:48 main:581] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.03118 | Time: 1940.64 ms [2021-11-01 14:09:50 main:581] : INFO : Epoch 1686 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 1946.5 ms [2021-11-01 14:09:51 main:581] : INFO : Epoch 1687 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1937.44 ms [2021-11-01 14:09:53 main:581] : INFO : Epoch 1688 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1973.51 ms [2021-11-01 14:09:55 main:581] : INFO : Epoch 1689 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 1945.42 ms [2021-11-01 14:09:57 main:581] : INFO : Epoch 1690 | loss: 0.0311682 | val_loss: 0.031177 | Time: 1950.77 ms [2021-11-01 14:09:59 main:581] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311787 | Time: 1950.88 ms [2021-11-01 14:10:01 main:581] : INFO : Epoch 1692 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 1953.19 ms [2021-11-01 14:10:03 main:581] : INFO : Epoch 1693 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1957.92 ms [2021-11-01 14:10:05 main:581] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311787 | Time: 1954.75 ms [2021-11-01 14:10:07 main:581] : INFO : Epoch 1695 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1946.88 ms [2021-11-01 14:10:09 main:581] : INFO : Epoch 1696 | loss: 0.0311659 | val_loss: 0.0311818 | Time: 1895.87 ms [2021-11-01 14:10:11 main:581] : INFO : Epoch 1697 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1954.9 ms [2021-11-01 14:10:13 main:581] : INFO : Epoch 1698 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 1877.84 ms [2021-11-01 14:10:15 main:581] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 1873.26 ms [2021-11-01 14:10:17 main:581] : INFO : Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 1915.91 ms [2021-11-01 14:10:19 main:581] : INFO : Epoch 1701 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 1950.41 ms [2021-11-01 14:10:21 main:581] : INFO : Epoch 1702 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 1951.28 ms [2021-11-01 14:10:22 main:581] : INFO : Epoch 1703 | loss: 0.031163 | val_loss: 0.0311774 | Time: 1953.5 ms [2021-11-01 14:10:24 main:581] : INFO : Epoch 1704 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 1954.41 ms [2021-11-01 14:10:26 main:581] : INFO : Epoch 1705 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1954.73 ms [2021-11-01 14:10:28 main:581] : INFO : Epoch 1706 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1960.66 ms [2021-11-01 14:10:30 main:581] : INFO : Epoch 1707 | loss: 0.0311626 | val_loss: 0.0311806 | Time: 1948.35 ms [2021-11-01 14:10:32 main:581] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 1987 ms [2021-11-01 14:10:34 main:581] : INFO : Epoch 1709 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1967.84 ms [2021-11-01 14:10:36 main:581] : INFO : Epoch 1710 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 1975.7 ms [2021-11-01 14:10:38 main:581] : INFO : Epoch 1711 | loss: 0.031166 | val_loss: 0.0311804 | Time: 1984.92 ms [2021-11-01 14:10:40 main:581] : INFO : Epoch 1712 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1949.42 ms [2021-11-01 14:10:42 main:581] : INFO : Epoch 1713 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 1912.45 ms [2021-11-01 14:10:44 main:581] : INFO : Epoch 1714 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 1883.91 ms [2021-11-01 14:10:46 main:581] : INFO : Epoch 1715 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 1863.76 ms [2021-11-01 14:10:48 main:581] : INFO : Epoch 1716 | loss: 0.0311649 | val_loss: 0.031179 | Time: 1865.1 ms [2021-11-01 14:10:50 main:581] : INFO : Epoch 1717 | loss: 0.031166 | val_loss: 0.0311828 | Time: 1881.56 ms [2021-11-01 14:10:52 main:581] : INFO : Epoch 1718 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1946.91 ms [2021-11-01 14:10:53 main:581] : INFO : Epoch 1719 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 1943.95 ms [2021-11-01 14:10:55 main:581] : INFO : Epoch 1720 | loss: 0.0311622 | val_loss: 0.0311764 | Time: 1962.49 ms [2021-11-01 14:10:57 main:581] : INFO : Epoch 1721 | loss: 0.0311605 | val_loss: 0.0311758 | Time: 1936.87 ms [2021-11-01 14:10:59 main:581] : INFO : Epoch 1722 | loss: 0.0311598 | val_loss: 0.0311758 | Time: 1906.6 ms [2021-11-01 14:11:01 main:581] : INFO : Epoch 1723 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 1965.97 ms [2021-11-01 14:11:03 main:581] : INFO : Epoch 1724 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 1954.8 ms [2021-11-01 14:11:05 main:581] : INFO : Epoch 1725 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 1947.48 ms [2021-11-01 14:11:07 main:581] : INFO : Epoch 1726 | loss: 0.03116 | val_loss: 0.031177 | Time: 1952.36 ms [2021-11-01 14:11:09 main:581] : INFO : Epoch 1727 | loss: 0.0311606 | val_loss: 0.031176 | Time: 1978.03 ms [2021-11-01 14:11:11 main:581] : INFO : Epoch 1728 | loss: 0.0311608 | val_loss: 0.031174 | Time: 1964.48 ms [2021-11-01 14:11:13 main:581] : INFO : Epoch 1729 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 1968.65 ms [2021-11-01 14:11:15 main:581] : INFO : Epoch 1730 | loss: 0.0311618 | val_loss: 0.0311763 | Time: 1948.3 ms [2021-11-01 14:11:17 main:581] : INFO : Epoch 1731 | loss: 0.0311633 | val_loss: 0.031177 | Time: 1960.97 ms [2021-11-01 14:11:19 main:581] : INFO : Epoch 1732 | loss: 0.0311628 | val_loss: 0.0311775 | Time: 1959.03 ms [2021-11-01 14:11:21 main:581] : INFO : Epoch 1733 | loss: 0.031162 | val_loss: 0.0311748 | Time: 1948.92 ms [2021-11-01 14:11:23 main:581] : INFO : Epoch 1734 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 1953.11 ms [2021-11-01 14:11:25 main:581] : INFO : Epoch 1735 | loss: 0.0311612 | val_loss: 0.0311767 | Time: 1974.08 ms [2021-11-01 14:11:27 main:581] : INFO : Epoch 1736 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1989.99 ms [2021-11-01 14:11:29 main:581] : INFO : Epoch 1737 | loss: 0.03116 | val_loss: 0.0311751 | Time: 1979 ms [2021-11-01 14:11:31 main:581] : INFO : Epoch 1738 | loss: 0.0311614 | val_loss: 0.0311778 | Time: 1995.26 ms [2021-11-01 14:11:33 main:581] : INFO : Epoch 1739 | loss: 0.0311598 | val_loss: 0.0311766 | Time: 1980.21 ms [2021-11-01 14:11:35 main:581] : INFO : Epoch 1740 | loss: 0.0311597 | val_loss: 0.0311764 | Time: 1962.83 ms [2021-11-01 14:11:37 main:581] : INFO : Epoch 1741 | loss: 0.0311598 | val_loss: 0.0311779 | Time: 2004.91 ms [2021-11-01 14:11:39 main:581] : INFO : Epoch 1742 | loss: 0.0311619 | val_loss: 0.0311761 | Time: 1989.82 ms [2021-11-01 14:11:41 main:581] : INFO : Epoch 1743 | loss: 0.0311625 | val_loss: 0.0311793 | Time: 2004.04 ms [2021-11-01 14:11:43 main:581] : INFO : Epoch 1744 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 1974.35 ms [2021-11-01 14:11:45 main:581] : INFO : Epoch 1745 | loss: 0.0311616 | val_loss: 0.031177 | Time: 1957.28 ms [2021-11-01 14:11:47 main:581] : INFO : Epoch 1746 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 1985.68 ms [2021-11-01 14:11:49 main:581] : INFO : Epoch 1747 | loss: 0.0311647 | val_loss: 0.0311769 | Time: 1973.71 ms [2021-11-01 14:11:51 main:581] : INFO : Epoch 1748 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 2004.74 ms [2021-11-01 14:11:53 main:581] : INFO : Epoch 1749 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 2002.91 ms [2021-11-01 14:11:55 main:581] : INFO : Epoch 1750 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 1974.59 ms [2021-11-01 14:11:56 main:581] : INFO : Epoch 1751 | loss: 0.0311621 | val_loss: 0.0311757 | Time: 1950.09 ms [2021-11-01 14:11:58 main:581] : INFO : Epoch 1752 | loss: 0.0311633 | val_loss: 0.0311812 | Time: 1942.53 ms [2021-11-01 14:12:00 main:581] : INFO : Epoch 1753 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 1957.91 ms [2021-11-01 14:12:02 main:581] : INFO : Epoch 1754 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 1941.2 ms [2021-11-01 14:12:04 main:581] : INFO : Epoch 1755 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 1938.66 ms [2021-11-01 14:12:06 main:581] : INFO : Epoch 1756 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1941.76 ms [2021-11-01 14:12:08 main:581] : INFO : Epoch 1757 | loss: 0.0311685 | val_loss: 0.0311783 | Time: 1935.31 ms [2021-11-01 14:12:10 main:581] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.0311744 | Time: 1943.78 ms [2021-11-01 14:12:12 main:581] : INFO : Epoch 1759 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1948.84 ms [2021-11-01 14:12:14 main:581] : INFO : Epoch 1760 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1959.04 ms [2021-11-01 14:12:16 main:581] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 1951.04 ms [2021-11-01 14:12:18 main:581] : INFO : Epoch 1762 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 1957.52 ms [2021-11-01 14:12:20 main:581] : INFO : Epoch 1763 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1937.53 ms [2021-11-01 14:12:22 main:581] : INFO : Epoch 1764 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 1941.52 ms [2021-11-01 14:12:24 main:581] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 1873.23 ms [2021-11-01 14:12:26 main:581] : INFO : Epoch 1766 | loss: 0.0311636 | val_loss: 0.031178 | Time: 1866.18 ms [2021-11-01 14:12:27 main:581] : INFO : Epoch 1767 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 1868.51 ms [2021-11-01 14:12:29 main:581] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.031175 | Time: 1864.76 ms [2021-11-01 14:12:31 main:581] : INFO : Epoch 1769 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 1934.66 ms [2021-11-01 14:12:33 main:581] : INFO : Epoch 1770 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 1950.9 ms [2021-11-01 14:12:35 main:581] : INFO : Epoch 1771 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 1949.94 ms [2021-11-01 14:12:37 main:581] : INFO : Epoch 1772 | loss: 0.0311651 | val_loss: 0.0311797 | Time: 1939.54 ms [2021-11-01 14:12:39 main:581] : INFO : Epoch 1773 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 1948.32 ms [2021-11-01 14:12:41 main:581] : INFO : Epoch 1774 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 1925.37 ms [2021-11-01 14:12:43 main:581] : INFO : Epoch 1775 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 1945.3 ms [2021-11-01 14:12:45 main:581] : INFO : Epoch 1776 | loss: 0.0311673 | val_loss: 0.031178 | Time: 1951.93 ms [2021-11-01 14:12:47 main:581] : INFO : Epoch 1777 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 1961.48 ms [2021-11-01 14:12:49 main:581] : INFO : Epoch 1778 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1859.91 ms [2021-11-01 14:12:51 main:581] : INFO : Epoch 1779 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 1881.24 ms [2021-11-01 14:12:52 main:581] : INFO : Epoch 1780 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 1879.06 ms [2021-11-01 14:12:54 main:581] : INFO : Epoch 1781 | loss: 0.031165 | val_loss: 0.031174 | Time: 1901.84 ms [2021-11-01 14:12:56 main:581] : INFO : Epoch 1782 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 1864.91 ms [2021-11-01 14:12:58 main:581] : INFO : Epoch 1783 | loss: 0.0311632 | val_loss: 0.0311747 | Time: 1855.32 ms [2021-11-01 14:13:00 main:581] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1855.27 ms [2021-11-01 14:13:02 main:581] : INFO : Epoch 1785 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 1860.71 ms [2021-11-01 14:13:04 main:581] : INFO : Epoch 1786 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 1874.67 ms [2021-11-01 14:13:06 main:581] : INFO : Epoch 1787 | loss: 0.0311636 | val_loss: 0.0311753 | Time: 1946.23 ms [2021-11-01 14:13:07 main:581] : INFO : Epoch 1788 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 1930.64 ms [2021-11-01 14:13:09 main:581] : INFO : Epoch 1789 | loss: 0.031166 | val_loss: 0.0311753 | Time: 1975.95 ms [2021-11-01 14:13:11 main:581] : INFO : Epoch 1790 | loss: 0.0311625 | val_loss: 0.031177 | Time: 1938.13 ms [2021-11-01 14:13:13 main:581] : INFO : Epoch 1791 | loss: 0.0311625 | val_loss: 0.031178 | Time: 1935.45 ms [2021-11-01 14:13:15 main:581] : INFO : Epoch 1792 | loss: 0.0311627 | val_loss: 0.0311765 | Time: 1945.85 ms [2021-11-01 14:13:17 main:581] : INFO : Epoch 1793 | loss: 0.0311622 | val_loss: 0.0311757 | Time: 1947.17 ms [2021-11-01 14:13:19 main:581] : INFO : Epoch 1794 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 1953.81 ms [2021-11-01 14:13:21 main:581] : INFO : Epoch 1795 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 1949.67 ms [2021-11-01 14:13:23 main:581] : INFO : Epoch 1796 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 1945.4 ms [2021-11-01 14:13:25 main:581] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 1947.47 ms [2021-11-01 14:13:27 main:581] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 1963.77 ms [2021-11-01 14:13:29 main:581] : INFO : Epoch 1799 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 1977.96 ms [2021-11-01 14:13:31 main:581] : INFO : Epoch 1800 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 1956.4 ms [2021-11-01 14:13:33 main:581] : INFO : Epoch 1801 | loss: 0.0311619 | val_loss: 0.031173 | Time: 1947.6 ms [2021-11-01 14:13:35 main:581] : INFO : Epoch 1802 | loss: 0.0311611 | val_loss: 0.0311792 | Time: 1865.9 ms [2021-11-01 14:13:37 main:581] : INFO : Epoch 1803 | loss: 0.0311631 | val_loss: 0.031175 | Time: 1863.78 ms [2021-11-01 14:13:38 main:581] : INFO : Epoch 1804 | loss: 0.0311596 | val_loss: 0.0311784 | Time: 1864.97 ms [2021-11-01 14:13:40 main:581] : INFO : Epoch 1805 | loss: 0.0311627 | val_loss: 0.0311757 | Time: 1895.57 ms [2021-11-01 14:13:42 main:581] : INFO : Epoch 1806 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 1948.33 ms [2021-11-01 14:13:44 main:581] : INFO : Epoch 1807 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 1952.04 ms [2021-11-01 14:13:46 main:581] : INFO : Epoch 1808 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 1881.33 ms [2021-11-01 14:13:48 main:581] : INFO : Epoch 1809 | loss: 0.031161 | val_loss: 0.0311753 | Time: 1977.78 ms [2021-11-01 14:13:50 main:581] : INFO : Epoch 1810 | loss: 0.0311613 | val_loss: 0.0311739 | Time: 1944.3 ms [2021-11-01 14:13:52 main:581] : INFO : Epoch 1811 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 1934.61 ms [2021-11-01 14:13:54 main:581] : INFO : Epoch 1812 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 1966.04 ms [2021-11-01 14:13:56 main:581] : INFO : Epoch 1813 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 1860.98 ms [2021-11-01 14:13:58 main:581] : INFO : Epoch 1814 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 1863.22 ms [2021-11-01 14:14:00 main:581] : INFO : Epoch 1815 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 1861.75 ms [2021-11-01 14:14:01 main:581] : INFO : Epoch 1816 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 1865.86 ms [2021-11-01 14:14:03 main:581] : INFO : Epoch 1817 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 1862.05 ms [2021-11-01 14:14:05 main:581] : INFO : Epoch 1818 | loss: 0.0311617 | val_loss: 0.031176 | Time: 1882.95 ms [2021-11-01 14:14:07 main:581] : INFO : Epoch 1819 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 1938.45 ms [2021-11-01 14:14:09 main:581] : INFO : Epoch 1820 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 1884.17 ms [2021-11-01 14:14:11 main:581] : INFO : Epoch 1821 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 1883.3 ms [2021-11-01 14:14:13 main:581] : INFO : Epoch 1822 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 1954.71 ms [2021-11-01 14:14:15 main:581] : INFO : Epoch 1823 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 1905.79 ms [2021-11-01 14:14:17 main:581] : INFO : Epoch 1824 | loss: 0.0311565 | val_loss: 0.0311784 | Time: 1875.67 ms [2021-11-01 14:14:18 main:581] : INFO : Epoch 1825 | loss: 0.0311583 | val_loss: 0.0311775 | Time: 1870.55 ms [2021-11-01 14:14:20 main:581] : INFO : Epoch 1826 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 1905.69 ms [2021-11-01 14:14:22 main:581] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 1955.23 ms [2021-11-01 14:14:24 main:581] : INFO : Epoch 1828 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 1922.1 ms [2021-11-01 14:14:26 main:581] : INFO : Epoch 1829 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 1868.42 ms [2021-11-01 14:14:28 main:581] : INFO : Epoch 1830 | loss: 0.0311564 | val_loss: 0.0311739 | Time: 1872.03 ms [2021-11-01 14:14:30 main:581] : INFO : Epoch 1831 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 1875.33 ms [2021-11-01 14:14:32 main:581] : INFO : Epoch 1832 | loss: 0.0311557 | val_loss: 0.0311757 | Time: 1903.25 ms [2021-11-01 14:14:34 main:581] : INFO : Epoch 1833 | loss: 0.0311554 | val_loss: 0.0311746 | Time: 1966.99 ms [2021-11-01 14:14:36 main:581] : INFO : Epoch 1834 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 1982.29 ms [2021-11-01 14:14:38 main:581] : INFO : Epoch 1835 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 1918.78 ms [2021-11-01 14:14:40 main:581] : INFO : Epoch 1836 | loss: 0.031159 | val_loss: 0.031178 | Time: 1886.19 ms [2021-11-01 14:14:42 main:581] : INFO : Epoch 1837 | loss: 0.031157 | val_loss: 0.0311777 | Time: 1967.27 ms [2021-11-01 14:14:43 main:581] : INFO : Epoch 1838 | loss: 0.03116 | val_loss: 0.0311751 | Time: 1960.05 ms [2021-11-01 14:14:45 main:581] : INFO : Epoch 1839 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 1955.53 ms [2021-11-01 14:14:47 main:581] : INFO : Epoch 1840 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1916.54 ms [2021-11-01 14:14:49 main:581] : INFO : Epoch 1841 | loss: 0.03116 | val_loss: 0.0311775 | Time: 1949.04 ms [2021-11-01 14:14:51 main:581] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 1941.47 ms [2021-11-01 14:14:53 main:581] : INFO : Epoch 1843 | loss: 0.0311659 | val_loss: 0.031176 | Time: 1950.03 ms [2021-11-01 14:14:55 main:581] : INFO : Epoch 1844 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1953.88 ms [2021-11-01 14:14:57 main:581] : INFO : Epoch 1845 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1952.27 ms [2021-11-01 14:14:59 main:581] : INFO : Epoch 1846 | loss: 0.0311631 | val_loss: 0.0311765 | Time: 1887.76 ms [2021-11-01 14:15:01 main:581] : INFO : Epoch 1847 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 1963.54 ms [2021-11-01 14:15:03 main:581] : INFO : Epoch 1848 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 1963.01 ms [2021-11-01 14:15:05 main:581] : INFO : Epoch 1849 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 1951.48 ms [2021-11-01 14:15:07 main:581] : INFO : Epoch 1850 | loss: 0.0311613 | val_loss: 0.031172 | Time: 1929.15 ms [2021-11-01 14:15:09 main:581] : INFO : Epoch 1851 | loss: 0.031159 | val_loss: 0.0311717 | Time: 1865.71 ms [2021-11-01 14:15:11 main:581] : INFO : Epoch 1852 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 1917.64 ms [2021-11-01 14:15:13 main:581] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 1947.83 ms [2021-11-01 14:15:14 main:581] : INFO : Epoch 1854 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 1945.23 ms [2021-11-01 14:15:16 main:581] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 1950.4 ms [2021-11-01 14:15:18 main:581] : INFO : Epoch 1856 | loss: 0.031164 | val_loss: 0.0311731 | Time: 1928.1 ms [2021-11-01 14:15:20 main:581] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311706 | Time: 1964.91 ms [2021-11-01 14:15:22 main:581] : INFO : Epoch 1858 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 1940.08 ms [2021-11-01 14:15:24 main:581] : INFO : Epoch 1859 | loss: 0.0311597 | val_loss: 0.03117 | Time: 1943.91 ms [2021-11-01 14:15:26 main:581] : INFO : Epoch 1860 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 1949.51 ms [2021-11-01 14:15:28 main:581] : INFO : Epoch 1861 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 1959.05 ms [2021-11-01 14:15:30 main:581] : INFO : Epoch 1862 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1949.48 ms [2021-11-01 14:15:32 main:581] : INFO : Epoch 1863 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 1962.26 ms [2021-11-01 14:15:34 main:581] : INFO : Epoch 1864 | loss: 0.0311586 | val_loss: 0.0311756 | Time: 1953.47 ms [2021-11-01 14:15:36 main:581] : INFO : Epoch 1865 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1953.86 ms [2021-11-01 14:15:38 main:581] : INFO : Epoch 1866 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 1937.04 ms [2021-11-01 14:15:40 main:581] : INFO : Epoch 1867 | loss: 0.0311565 | val_loss: 0.031175 | Time: 1954.37 ms [2021-11-01 14:15:42 main:581] : INFO : Epoch 1868 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 1966.18 ms [2021-11-01 14:15:44 main:581] : INFO : Epoch 1869 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 1967.07 ms [2021-11-01 14:15:46 main:581] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.031173 | Time: 1956.34 ms [2021-11-01 14:15:48 main:581] : INFO : Epoch 1871 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 1968.15 ms [2021-11-01 14:15:50 main:581] : INFO : Epoch 1872 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1955.09 ms [2021-11-01 14:15:52 main:581] : INFO : Epoch 1873 | loss: 0.031174 | val_loss: 0.031173 | Time: 1955.57 ms [2021-11-01 14:15:54 main:581] : INFO : Epoch 1874 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 1960.16 ms [2021-11-01 14:15:56 main:581] : INFO : Epoch 1875 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 1955.53 ms [2021-11-01 14:15:57 main:581] : INFO : Epoch 1876 | loss: 0.031169 | val_loss: 0.031174 | Time: 1967.29 ms [2021-11-01 14:15:59 main:581] : INFO : Epoch 1877 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 1948.3 ms [2021-11-01 14:16:01 main:581] : INFO : Epoch 1878 | loss: 0.0311676 | val_loss: 0.0311698 | Time: 1946.57 ms [2021-11-01 14:16:03 main:581] : INFO : Epoch 1879 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 1951.94 ms [2021-11-01 14:16:05 main:581] : INFO : Epoch 1880 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 1951.82 ms [2021-11-01 14:16:07 main:581] : INFO : Epoch 1881 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1954.02 ms [2021-11-01 14:16:09 main:581] : INFO : Epoch 1882 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 1971.39 ms [2021-11-01 14:16:11 main:581] : INFO : Epoch 1883 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 1965.8 ms [2021-11-01 14:16:13 main:581] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.0311727 | Time: 1952.75 ms [2021-11-01 14:16:15 main:581] : INFO : Epoch 1885 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 1953.09 ms [2021-11-01 14:16:17 main:581] : INFO : Epoch 1886 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1955.88 ms [2021-11-01 14:16:19 main:581] : INFO : Epoch 1887 | loss: 0.031174 | val_loss: 0.0311779 | Time: 1948.04 ms [2021-11-01 14:16:21 main:581] : INFO : Epoch 1888 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1951.52 ms [2021-11-01 14:16:23 main:581] : INFO : Epoch 1889 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 1970.67 ms [2021-11-01 14:16:25 main:581] : INFO : Epoch 1890 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 1973.92 ms [2021-11-01 14:16:27 main:581] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 1955.9 ms [2021-11-01 14:16:29 main:581] : INFO : Epoch 1892 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 1962.16 ms [2021-11-01 14:16:31 main:581] : INFO : Epoch 1893 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 1921.9 ms [2021-11-01 14:16:33 main:581] : INFO : Epoch 1894 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 1962.59 ms [2021-11-01 14:16:35 main:581] : INFO : Epoch 1895 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 1899.89 ms [2021-11-01 14:16:36 main:581] : INFO : Epoch 1896 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 1870.54 ms [2021-11-01 14:16:38 main:581] : INFO : Epoch 1897 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 1874 ms [2021-11-01 14:16:40 main:581] : INFO : Epoch 1898 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 1871.57 ms [2021-11-01 14:16:42 main:581] : INFO : Epoch 1899 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 1867.89 ms [2021-11-01 14:16:44 main:581] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1864.46 ms [2021-11-01 14:16:46 main:581] : INFO : Epoch 1901 | loss: 0.0311692 | val_loss: 0.0311682 | Time: 1867.51 ms [2021-11-01 14:16:48 main:581] : INFO : Epoch 1902 | loss: 0.031168 | val_loss: 0.0311691 | Time: 1873.23 ms [2021-11-01 14:16:50 main:581] : INFO : Epoch 1903 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1881.85 ms [2021-11-01 14:16:51 main:581] : INFO : Epoch 1904 | loss: 0.0311683 | val_loss: 0.03117 | Time: 1904.17 ms [2021-11-01 14:16:53 main:581] : INFO : Epoch 1905 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1922.12 ms [2021-11-01 14:16:55 main:581] : INFO : Epoch 1906 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 1950.53 ms [2021-11-01 14:16:57 main:581] : INFO : Epoch 1907 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1965.1 ms [2021-11-01 14:16:59 main:581] : INFO : Epoch 1908 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1947.37 ms [2021-11-01 14:17:01 main:581] : INFO : Epoch 1909 | loss: 0.0311643 | val_loss: 0.0311683 | Time: 1957.53 ms [2021-11-01 14:17:03 main:581] : INFO : Epoch 1910 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 1944.2 ms [2021-11-01 14:17:05 main:581] : INFO : Epoch 1911 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 1974.26 ms [2021-11-01 14:17:07 main:581] : INFO : Epoch 1912 | loss: 0.0311642 | val_loss: 0.0311693 | Time: 1947.77 ms [2021-11-01 14:17:09 main:581] : INFO : Epoch 1913 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1943.55 ms [2021-11-01 14:17:11 main:581] : INFO : Epoch 1914 | loss: 0.031162 | val_loss: 0.0311695 | Time: 1956.11 ms [2021-11-01 14:17:13 main:581] : INFO : Epoch 1915 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 1963.6 ms [2021-11-01 14:17:15 main:581] : INFO : Epoch 1916 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1931.25 ms [2021-11-01 14:17:17 main:581] : INFO : Epoch 1917 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 1973.24 ms [2021-11-01 14:17:19 main:581] : INFO : Epoch 1918 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 1951.76 ms [2021-11-01 14:17:21 main:581] : INFO : Epoch 1919 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1951.68 ms [2021-11-01 14:17:23 main:581] : INFO : Epoch 1920 | loss: 0.031165 | val_loss: 0.03117 | Time: 1948.78 ms [2021-11-01 14:17:25 main:581] : INFO : Epoch 1921 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1943.89 ms [2021-11-01 14:17:27 main:581] : INFO : Epoch 1922 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 1951.72 ms [2021-11-01 14:17:28 main:581] : INFO : Epoch 1923 | loss: 0.031167 | val_loss: 0.0311709 | Time: 1884.63 ms [2021-11-01 14:17:30 main:581] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 1876.98 ms [2021-11-01 14:17:32 main:581] : INFO : Epoch 1925 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1900.26 ms [2021-11-01 14:17:34 main:581] : INFO : Epoch 1926 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 1997.28 ms [2021-11-01 14:17:36 main:581] : INFO : Epoch 1927 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1987.35 ms [2021-11-01 14:17:38 main:581] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311794 | Time: 1928.32 ms [2021-11-01 14:17:40 main:581] : INFO : Epoch 1929 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 1876.91 ms [2021-11-01 14:17:42 main:581] : INFO : Epoch 1930 | loss: 0.0311615 | val_loss: 0.031167 | Time: 1964 ms [2021-11-01 14:17:44 main:581] : INFO : Epoch 1931 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1981.81 ms [2021-11-01 14:17:46 main:581] : INFO : Epoch 1932 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1946.86 ms [2021-11-01 14:17:48 main:581] : INFO : Epoch 1933 | loss: 0.0311598 | val_loss: 0.031168 | Time: 1920.55 ms [2021-11-01 14:17:50 main:581] : INFO : Epoch 1934 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 1881.47 ms [2021-11-01 14:17:52 main:581] : INFO : Epoch 1935 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 1875.59 ms [2021-11-01 14:17:54 main:581] : INFO : Epoch 1936 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 1992 ms [2021-11-01 14:17:56 main:581] : INFO : Epoch 1937 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 1913.2 ms [2021-11-01 14:17:57 main:581] : INFO : Epoch 1938 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 1901.37 ms [2021-11-01 14:17:59 main:581] : INFO : Epoch 1939 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 1915.33 ms [2021-11-01 14:18:01 main:581] : INFO : Epoch 1940 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 1926.27 ms [2021-11-01 14:18:03 main:581] : INFO : Epoch 1941 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1924.21 ms [2021-11-01 14:18:05 main:581] : INFO : Epoch 1942 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 1911 ms [2021-11-01 14:18:07 main:581] : INFO : Epoch 1943 | loss: 0.0311565 | val_loss: 0.03117 | Time: 1948.04 ms [2021-11-01 14:18:09 main:581] : INFO : Epoch 1944 | loss: 0.0311579 | val_loss: 0.0311715 | Time: 1923.23 ms [2021-11-01 14:18:11 main:581] : INFO : Epoch 1945 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 1946.55 ms [2021-11-01 14:18:13 main:581] : INFO : Epoch 1946 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1937.01 ms [2021-11-01 14:18:15 main:581] : INFO : Epoch 1947 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 1941.28 ms [2021-11-01 14:18:17 main:581] : INFO : Epoch 1948 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 1940.29 ms [2021-11-01 14:18:19 main:581] : INFO : Epoch 1949 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 1941.84 ms [2021-11-01 14:18:21 main:581] : INFO : Epoch 1950 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1953.25 ms [2021-11-01 14:18:23 main:581] : INFO : Epoch 1951 | loss: 0.0311591 | val_loss: 0.031165 | Time: 1952.35 ms [2021-11-01 14:18:25 main:581] : INFO : Epoch 1952 | loss: 0.031155 | val_loss: 0.0311669 | Time: 1947.12 ms [2021-11-01 14:18:26 main:581] : INFO : Epoch 1953 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1960.69 ms [2021-11-01 14:18:28 main:581] : INFO : Epoch 1954 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 1984.82 ms [2021-11-01 14:18:30 main:581] : INFO : Epoch 1955 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 1975.21 ms [2021-11-01 14:18:32 main:581] : INFO : Epoch 1956 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 1946.72 ms [2021-11-01 14:18:34 main:581] : INFO : Epoch 1957 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 1944.97 ms [2021-11-01 14:18:36 main:581] : INFO : Epoch 1958 | loss: 0.031157 | val_loss: 0.0311743 | Time: 1934.72 ms [2021-11-01 14:18:38 main:581] : INFO : Epoch 1959 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1951.29 ms [2021-11-01 14:18:40 main:581] : INFO : Epoch 1960 | loss: 0.0311564 | val_loss: 0.0311705 | Time: 1963.27 ms [2021-11-01 14:18:42 main:581] : INFO : Epoch 1961 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 1908.02 ms [2021-11-01 14:18:44 main:581] : INFO : Epoch 1962 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 1871.44 ms [2021-11-01 14:18:46 main:581] : INFO : Epoch 1963 | loss: 0.0311571 | val_loss: 0.0311669 | Time: 1893.73 ms [2021-11-01 14:18:48 main:581] : INFO : Epoch 1964 | loss: 0.0311574 | val_loss: 0.0311729 | Time: 1941.98 ms [2021-11-01 14:18:50 main:581] : INFO : Epoch 1965 | loss: 0.031158 | val_loss: 0.0311704 | Time: 1943.15 ms [2021-11-01 14:18:52 main:581] : INFO : Epoch 1966 | loss: 0.0311588 | val_loss: 0.0311761 | Time: 1948.65 ms [2021-11-01 14:18:54 main:581] : INFO : Epoch 1967 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 1981.94 ms [2021-11-01 14:18:56 main:581] : INFO : Epoch 1968 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 1954.35 ms [2021-11-01 14:18:58 main:581] : INFO : Epoch 1969 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 1953.01 ms [2021-11-01 14:19:00 main:581] : INFO : Epoch 1970 | loss: 0.0311595 | val_loss: 0.0311803 | Time: 1944.22 ms [2021-11-01 14:19:01 main:581] : INFO : Epoch 1971 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 1887.75 ms [2021-11-01 14:19:03 main:581] : INFO : Epoch 1972 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 1872.98 ms [2021-11-01 14:19:05 main:581] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.0311764 | Time: 1967.01 ms [2021-11-01 14:19:07 main:581] : INFO : Epoch 1974 | loss: 0.0311571 | val_loss: 0.03117 | Time: 1950.28 ms [2021-11-01 14:19:09 main:581] : INFO : Epoch 1975 | loss: 0.031156 | val_loss: 0.0311715 | Time: 1946.63 ms [2021-11-01 14:19:11 main:581] : INFO : Epoch 1976 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 1905.16 ms [2021-11-01 14:19:13 main:581] : INFO : Epoch 1977 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 1898.04 ms [2021-11-01 14:19:15 main:581] : INFO : Epoch 1978 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 1938.79 ms [2021-11-01 14:19:17 main:581] : INFO : Epoch 1979 | loss: 0.0311551 | val_loss: 0.031174 | Time: 1871.44 ms [2021-11-01 14:19:19 main:581] : INFO : Epoch 1980 | loss: 0.0311571 | val_loss: 0.0311761 | Time: 1863.95 ms [2021-11-01 14:19:21 main:581] : INFO : Epoch 1981 | loss: 0.0311569 | val_loss: 0.031169 | Time: 1879.38 ms [2021-11-01 14:19:22 main:581] : INFO : Epoch 1982 | loss: 0.031155 | val_loss: 0.0311675 | Time: 1919.3 ms [2021-11-01 14:19:24 main:581] : INFO : Epoch 1983 | loss: 0.0311538 | val_loss: 0.0311732 | Time: 1906.83 ms [2021-11-01 14:19:26 main:581] : INFO : Epoch 1984 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 1955.1 ms [2021-11-01 14:19:28 main:581] : INFO : Epoch 1985 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 1964.41 ms [2021-11-01 14:19:30 main:581] : INFO : Epoch 1986 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 1949.34 ms [2021-11-01 14:19:32 main:581] : INFO : Epoch 1987 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 1951.44 ms [2021-11-01 14:19:34 main:581] : INFO : Epoch 1988 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1951.61 ms [2021-11-01 14:19:36 main:581] : INFO : Epoch 1989 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 1920.82 ms [2021-11-01 14:19:38 main:581] : INFO : Epoch 1990 | loss: 0.0311525 | val_loss: 0.0311653 | Time: 1858.25 ms [2021-11-01 14:19:40 main:581] : INFO : Epoch 1991 | loss: 0.0311539 | val_loss: 0.0311755 | Time: 1942.84 ms [2021-11-01 14:19:42 main:581] : INFO : Epoch 1992 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 1893.95 ms [2021-11-01 14:19:44 main:581] : INFO : Epoch 1993 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 1911.5 ms [2021-11-01 14:19:46 main:581] : INFO : Epoch 1994 | loss: 0.0311585 | val_loss: 0.0311803 | Time: 1906.23 ms [2021-11-01 14:19:47 main:581] : INFO : Epoch 1995 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 1861.18 ms [2021-11-01 14:19:49 main:581] : INFO : Epoch 1996 | loss: 0.0311579 | val_loss: 0.0311756 | Time: 1923.69 ms [2021-11-01 14:19:51 main:581] : INFO : Epoch 1997 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 1992.91 ms [2021-11-01 14:19:53 main:581] : INFO : Epoch 1998 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 1955.23 ms [2021-11-01 14:19:55 main:581] : INFO : Epoch 1999 | loss: 0.0311526 | val_loss: 0.0311721 | Time: 1933.08 ms [2021-11-01 14:19:57 main:581] : INFO : Epoch 2000 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 1880.11 ms [2021-11-01 14:19:59 main:581] : INFO : Epoch 2001 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 1865.52 ms [2021-11-01 14:20:01 main:581] : INFO : Epoch 2002 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1882.93 ms [2021-11-01 14:20:03 main:581] : INFO : Epoch 2003 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 1862.74 ms [2021-11-01 14:20:05 main:581] : INFO : Epoch 2004 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 1941.71 ms [2021-11-01 14:20:07 main:581] : INFO : Epoch 2005 | loss: 0.0311582 | val_loss: 0.0311785 | Time: 1957.63 ms [2021-11-01 14:20:09 main:581] : INFO : Epoch 2006 | loss: 0.0311603 | val_loss: 0.031173 | Time: 1945.26 ms [2021-11-01 14:20:10 main:581] : INFO : Epoch 2007 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 1949.28 ms [2021-11-01 14:20:12 main:581] : INFO : Epoch 2008 | loss: 0.0311581 | val_loss: 0.0311776 | Time: 1946.4 ms [2021-11-01 14:20:14 main:581] : INFO : Epoch 2009 | loss: 0.031159 | val_loss: 0.0311706 | Time: 1952.4 ms [2021-11-01 14:20:16 main:581] : INFO : Epoch 2010 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1918.74 ms [2021-11-01 14:20:18 main:581] : INFO : Epoch 2011 | loss: 0.0311583 | val_loss: 0.031169 | Time: 1861.09 ms [2021-11-01 14:20:20 main:581] : INFO : Epoch 2012 | loss: 0.0311611 | val_loss: 0.0311773 | Time: 1856.85 ms [2021-11-01 14:20:22 main:581] : INFO : Epoch 2013 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1920.74 ms [2021-11-01 14:20:24 main:581] : INFO : Epoch 2014 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 1940.95 ms [2021-11-01 14:20:26 main:581] : INFO : Epoch 2015 | loss: 0.0311656 | val_loss: 0.031168 | Time: 1867.7 ms [2021-11-01 14:20:28 main:581] : INFO : Epoch 2016 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 1869.71 ms [2021-11-01 14:20:29 main:581] : INFO : Epoch 2017 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 1860.97 ms [2021-11-01 14:20:31 main:581] : INFO : Epoch 2018 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 1860.64 ms [2021-11-01 14:20:33 main:581] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311675 | Time: 1859.97 ms [2021-11-01 14:20:35 main:581] : INFO : Epoch 2020 | loss: 0.0311711 | val_loss: 0.031172 | Time: 1882.37 ms [2021-11-01 14:20:37 main:581] : INFO : Epoch 2021 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 1959.92 ms [2021-11-01 14:20:39 main:581] : INFO : Epoch 2022 | loss: 0.0311695 | val_loss: 0.031171 | Time: 1962.42 ms [2021-11-01 14:20:41 main:581] : INFO : Epoch 2023 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 1961.71 ms [2021-11-01 14:20:43 main:581] : INFO : Epoch 2024 | loss: 0.0311676 | val_loss: 0.0311687 | Time: 1964.63 ms [2021-11-01 14:20:45 main:581] : INFO : Epoch 2025 | loss: 0.031166 | val_loss: 0.031166 | Time: 1956.22 ms [2021-11-01 14:20:47 main:581] : INFO : Epoch 2026 | loss: 0.0311662 | val_loss: 0.0311663 | Time: 1976.46 ms [2021-11-01 14:20:49 main:581] : INFO : Epoch 2027 | loss: 0.0311665 | val_loss: 0.0311663 | Time: 1953.72 ms [2021-11-01 14:20:51 main:581] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.0311666 | Time: 1957.68 ms [2021-11-01 14:20:53 main:581] : INFO : Epoch 2029 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 1961.87 ms [2021-11-01 14:20:55 main:581] : INFO : Epoch 2030 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 1962.42 ms [2021-11-01 14:20:57 main:581] : INFO : Epoch 2031 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 1964.94 ms [2021-11-01 14:20:59 main:581] : INFO : Epoch 2032 | loss: 0.0311705 | val_loss: 0.031168 | Time: 1974.18 ms [2021-11-01 14:21:01 main:581] : INFO : Epoch 2033 | loss: 0.0311724 | val_loss: 0.031172 | Time: 1934.86 ms [2021-11-01 14:21:03 main:581] : INFO : Epoch 2034 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1958.16 ms [2021-11-01 14:21:05 main:581] : INFO : Epoch 2035 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 1961.13 ms [2021-11-01 14:21:06 main:581] : INFO : Epoch 2036 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 1950.59 ms [2021-11-01 14:21:08 main:581] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 1954.9 ms [2021-11-01 14:21:10 main:581] : INFO : Epoch 2038 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 1955.46 ms [2021-11-01 14:21:12 main:581] : INFO : Epoch 2039 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 1952.2 ms [2021-11-01 14:21:14 main:581] : INFO : Epoch 2040 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1973.89 ms [2021-11-01 14:21:16 main:581] : INFO : Epoch 2041 | loss: 0.0311678 | val_loss: 0.0311712 | Time: 1946.38 ms [2021-11-01 14:21:18 main:581] : INFO : Epoch 2042 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 1901.08 ms [2021-11-01 14:21:20 main:581] : INFO : Epoch 2043 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 1869.99 ms [2021-11-01 14:21:22 main:581] : INFO : Epoch 2044 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 1907.46 ms [2021-11-01 14:21:24 main:581] : INFO : Epoch 2045 | loss: 0.0311715 | val_loss: 0.0311713 | Time: 1876.14 ms [2021-11-01 14:21:26 main:581] : INFO : Epoch 2046 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 1923.93 ms [2021-11-01 14:21:28 main:581] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 1920.94 ms [2021-11-01 14:21:30 main:581] : INFO : Epoch 2048 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 1870.82 ms [2021-11-01 14:21:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716 [2021-11-01 14:21:30 main:610] : INFO : Saving end state to config to file [2021-11-01 14:21:30 main:615] : INFO : Success, exiting.. 14:21:30 (4035920): 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)