Task 14276296
| Name | ParityModified-1647040384-10174-3-0_0 |
| Workunit | 11331153 |
| Created | 3 Apr 2022, 0:06:43 UTC |
| Sent | 9 Apr 2022, 21:34:59 UTC |
| Report deadline | 17 Apr 2022, 21:34:59 UTC |
| Received | 10 Apr 2022, 13:37:14 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 38 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 | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 1941.5 ms
[2022-04-10 08:20:29 main:574] : INFO : Epoch 1543 | loss: 0.0311681 | val_loss: 0.0311719 | Time: 1941.03 ms
[2022-04-10 08:20:31 main:574] : INFO : Epoch 1544 | loss: 0.031169 | val_loss: 0.0311737 | Time: 1958.57 ms
[2022-04-10 08:20:33 main:574] : INFO : Epoch 1545 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 1961.68 ms
[2022-04-10 08:20:35 main:574] : INFO : Epoch 1546 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 2038.11 ms
[2022-04-10 08:20:37 main:574] : INFO : Epoch 1547 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2000.01 ms
[2022-04-10 08:20:39 main:574] : INFO : Epoch 1548 | loss: 0.0311669 | val_loss: 0.0311714 | Time: 1968.65 ms
[2022-04-10 08:20:41 main:574] : INFO : Epoch 1549 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1961.34 ms
[2022-04-10 08:20:43 main:574] : INFO : Epoch 1550 | loss: 0.0311656 | val_loss: 0.0311714 | Time: 1969.41 ms
[2022-04-10 08:20:45 main:574] : INFO : Epoch 1551 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 1939.23 ms
[2022-04-10 08:20:47 main:574] : INFO : Epoch 1552 | loss: 0.031166 | val_loss: 0.0311714 | Time: 1937.46 ms
[2022-04-10 08:20:49 main:574] : INFO : Epoch 1553 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 1949.73 ms
[2022-04-10 08:20:51 main:574] : INFO : Epoch 1554 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 1926.04 ms
[2022-04-10 08:20:53 main:574] : INFO : Epoch 1555 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 1929.04 ms
[2022-04-10 08:20:55 main:574] : INFO : Epoch 1556 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 1937.3 ms
[2022-04-10 08:20:57 main:574] : INFO : Epoch 1557 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 1936.87 ms
[2022-04-10 08:20:59 main:574] : INFO : Epoch 1558 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 1968.48 ms
[2022-04-10 08:21:01 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1973.82 ms
[2022-04-10 08:21:03 main:574] : INFO : Epoch 1560 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 1967 ms
[2022-04-10 08:21:05 main:574] : INFO : Epoch 1561 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 1972.66 ms
[2022-04-10 08:21:07 main:574] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1970.72 ms
[2022-04-10 08:21:09 main:574] : INFO : Epoch 1563 | loss: 0.0311753 | val_loss: 0.0311731 | Time: 1974.9 ms
[2022-04-10 08:21:11 main:574] : INFO : Epoch 1564 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 1961.19 ms
[2022-04-10 08:21:13 main:574] : INFO : Epoch 1565 | loss: 0.0311692 | val_loss: 0.0311799 | Time: 1950.92 ms
[2022-04-10 08:21:15 main:574] : INFO : Epoch 1566 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1937.26 ms
[2022-04-10 08:21:17 main:574] : INFO : Epoch 1567 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 1982.88 ms
[2022-04-10 08:21:18 main:574] : INFO : Epoch 1568 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 1952.76 ms
[2022-04-10 08:21:20 main:574] : INFO : Epoch 1569 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1952.18 ms
[2022-04-10 08:21:22 main:574] : INFO : Epoch 1570 | loss: 0.031165 | val_loss: 0.0311732 | Time: 1965.7 ms
[2022-04-10 08:21:24 main:574] : INFO : Epoch 1571 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 1965.5 ms
[2022-04-10 08:21:26 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1971.36 ms
[2022-04-10 08:21:28 main:574] : INFO : Epoch 1573 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 1967.53 ms
[2022-04-10 08:21:30 main:574] : INFO : Epoch 1574 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 1956.42 ms
[2022-04-10 08:21:32 main:574] : INFO : Epoch 1575 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1936.38 ms
[2022-04-10 08:21:34 main:574] : INFO : Epoch 1576 | loss: 0.0311644 | val_loss: 0.031172 | Time: 1945.43 ms
[2022-04-10 08:21:36 main:574] : INFO : Epoch 1577 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 1963.78 ms
[2022-04-10 08:21:38 main:574] : INFO : Epoch 1578 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 1958.22 ms
[2022-04-10 08:21:40 main:574] : INFO : Epoch 1579 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1964.3 ms
[2022-04-10 08:21:42 main:574] : INFO : Epoch 1580 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1971.76 ms
[2022-04-10 08:21:44 main:574] : INFO : Epoch 1581 | loss: 0.0311644 | val_loss: 0.0311773 | Time: 1950.78 ms
[2022-04-10 08:21:46 main:574] : INFO : Epoch 1582 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1945.22 ms
[2022-04-10 08:21:48 main:574] : INFO : Epoch 1583 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 1958.3 ms
[2022-04-10 08:21:50 main:574] : INFO : Epoch 1584 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 1936.01 ms
[2022-04-10 08:21:52 main:574] : INFO : Epoch 1585 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1988.65 ms
[2022-04-10 08:21:54 main:574] : INFO : Epoch 1586 | loss: 0.0311671 | val_loss: 0.0311709 | Time: 1965.99 ms
[2022-04-10 08:21:56 main:574] : INFO : Epoch 1587 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 1934.05 ms
[2022-04-10 08:21:58 main:574] : INFO : Epoch 1588 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 1951.2 ms
[2022-04-10 08:22:00 main:574] : INFO : Epoch 1589 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 1977.78 ms
[2022-04-10 08:22:02 main:574] : INFO : Epoch 1590 | loss: 0.0311668 | val_loss: 0.031169 | Time: 1934.99 ms
[2022-04-10 08:22:04 main:574] : INFO : Epoch 1591 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1945.51 ms
[2022-04-10 08:22:06 main:574] : INFO : Epoch 1592 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 1946.67 ms
[2022-04-10 08:22:07 main:574] : INFO : Epoch 1593 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1936.21 ms
[2022-04-10 08:22:09 main:574] : INFO : Epoch 1594 | loss: 0.031166 | val_loss: 0.031169 | Time: 1985.24 ms
[2022-04-10 08:22:11 main:574] : INFO : Epoch 1595 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 1944.11 ms
[2022-04-10 08:22:13 main:574] : INFO : Epoch 1596 | loss: 0.0311637 | val_loss: 0.0311683 | Time: 1929.97 ms
[2022-04-10 08:22:15 main:574] : INFO : Epoch 1597 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1959.78 ms
[2022-04-10 08:22:17 main:574] : INFO : Epoch 1598 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 1923.63 ms
[2022-04-10 08:22:19 main:574] : INFO : Epoch 1599 | loss: 0.031168 | val_loss: 0.0311808 | Time: 1957.5 ms
[2022-04-10 08:22:21 main:574] : INFO : Epoch 1600 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 1942.68 ms
[2022-04-10 08:22:23 main:574] : INFO : Epoch 1601 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 1951.28 ms
[2022-04-10 08:22:25 main:574] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 1944.12 ms
[2022-04-10 08:22:27 main:574] : INFO : Epoch 1603 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 1919.81 ms
[2022-04-10 08:22:29 main:574] : INFO : Epoch 1604 | loss: 0.0311678 | val_loss: 0.031171 | Time: 1956.52 ms
[2022-04-10 08:22:31 main:574] : INFO : Epoch 1605 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 1925.44 ms
[2022-04-10 08:22:33 main:574] : INFO : Epoch 1606 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1967.8 ms
[2022-04-10 08:22:35 main:574] : INFO : Epoch 1607 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 1928.16 ms
[2022-04-10 08:22:37 main:574] : INFO : Epoch 1608 | loss: 0.0311682 | val_loss: 0.0311689 | Time: 1952.8 ms
[2022-04-10 08:22:39 main:574] : INFO : Epoch 1609 | loss: 0.0311688 | val_loss: 0.0311715 | Time: 1917.66 ms
[2022-04-10 08:22:41 main:574] : INFO : Epoch 1610 | loss: 0.0311704 | val_loss: 0.0311723 | Time: 1941.64 ms
[2022-04-10 08:22:43 main:574] : INFO : Epoch 1611 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1969.04 ms
[2022-04-10 08:22:45 main:574] : INFO : Epoch 1612 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 1978.95 ms
[2022-04-10 08:22:46 main:574] : INFO : Epoch 1613 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 1943.15 ms
[2022-04-10 08:22:48 main:574] : INFO : Epoch 1614 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 1979.64 ms
[2022-04-10 08:22:50 main:574] : INFO : Epoch 1615 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 1929.08 ms
[2022-04-10 08:22:52 main:574] : INFO : Epoch 1616 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 1942.42 ms
[2022-04-10 08:22:54 main:574] : INFO : Epoch 1617 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 1966.29 ms
[2022-04-10 08:22:56 main:574] : INFO : Epoch 1618 | loss: 0.0311711 | val_loss: 0.0311732 | Time: 1938.93 ms
[2022-04-10 08:22:58 main:574] : INFO : Epoch 1619 | loss: 0.031171 | val_loss: 0.0311715 | Time: 1933.86 ms
[2022-04-10 08:23:00 main:574] : INFO : Epoch 1620 | loss: 0.0311682 | val_loss: 0.0311718 | Time: 1962.61 ms
[2022-04-10 08:23:02 main:574] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 1968.66 ms
[2022-04-10 08:23:04 main:574] : INFO : Epoch 1622 | loss: 0.0311686 | val_loss: 0.0311821 | Time: 1946.52 ms
[2022-04-10 08:23:06 main:574] : INFO : Epoch 1623 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1921.91 ms
[2022-04-10 08:23:08 main:574] : INFO : Epoch 1624 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 1942.56 ms
[2022-04-10 08:23:10 main:574] : INFO : Epoch 1625 | loss: 0.031171 | val_loss: 0.031181 | Time: 1974.46 ms
[2022-04-10 08:23:12 main:574] : INFO : Epoch 1626 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 1969.92 ms
[2022-04-10 08:23:14 main:574] : INFO : Epoch 1627 | loss: 0.031169 | val_loss: 0.0311748 | Time: 1950.13 ms
[2022-04-10 08:23:16 main:574] : INFO : Epoch 1628 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 1963.03 ms
[2022-04-10 08:23:18 main:574] : INFO : Epoch 1629 | loss: 0.0311679 | val_loss: 0.031177 | Time: 1934.22 ms
[2022-04-10 08:23:20 main:574] : INFO : Epoch 1630 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 1947.59 ms
[2022-04-10 08:23:22 main:574] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 1944.41 ms
[2022-04-10 08:23:24 main:574] : INFO : Epoch 1632 | loss: 0.0311699 | val_loss: 0.031173 | Time: 1965.49 ms
[2022-04-10 08:23:26 main:574] : INFO : Epoch 1633 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1943 ms
[2022-04-10 08:23:28 main:574] : INFO : Epoch 1634 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 1949.58 ms
[2022-04-10 08:23:29 main:574] : INFO : Epoch 1635 | loss: 0.0311745 | val_loss: 0.0311751 | Time: 1924.61 ms
[2022-04-10 08:23:31 main:574] : INFO : Epoch 1636 | loss: 0.0311767 | val_loss: 0.0311756 | Time: 1938.51 ms
[2022-04-10 08:23:33 main:574] : INFO : Epoch 1637 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1961.03 ms
[2022-04-10 08:23:35 main:574] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 1965.2 ms
[2022-04-10 08:23:37 main:574] : INFO : Epoch 1639 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 1959.08 ms
[2022-04-10 08:23:39 main:574] : INFO : Epoch 1640 | loss: 0.0311974 | val_loss: 0.0312268 | Time: 1942.85 ms
[2022-04-10 08:23:41 main:574] : INFO : Epoch 1641 | loss: 0.0312199 | val_loss: 0.0312189 | Time: 1932.38 ms
[2022-04-10 08:23:43 main:574] : INFO : Epoch 1642 | loss: 0.031213 | val_loss: 0.031213 | Time: 1936.52 ms
[2022-04-10 08:23:45 main:574] : INFO : Epoch 1643 | loss: 0.0312061 | val_loss: 0.031204 | Time: 1933.13 ms
[2022-04-10 08:23:47 main:574] : INFO : Epoch 1644 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 1937.44 ms
[2022-04-10 08:23:49 main:574] : INFO : Epoch 1645 | loss: 0.0311983 | val_loss: 0.0312 | Time: 1920.33 ms
[2022-04-10 08:23:51 main:574] : INFO : Epoch 1646 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 1937.12 ms
[2022-04-10 08:23:53 main:574] : INFO : Epoch 1647 | loss: 0.0311948 | val_loss: 0.0311933 | Time: 1945.89 ms
[2022-04-10 08:23:55 main:574] : INFO : Epoch 1648 | loss: 0.0311948 | val_loss: 0.0311923 | Time: 1941.82 ms
[2022-04-10 08:23:57 main:574] : INFO : Epoch 1649 | loss: 0.0311929 | val_loss: 0.0311907 | Time: 1951.43 ms
[2022-04-10 08:23:59 main:574] : INFO : Epoch 1650 | loss: 0.0311921 | val_loss: 0.0311898 | Time: 1926.82 ms
[2022-04-10 08:24:01 main:574] : INFO : Epoch 1651 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 1969.31 ms
[2022-04-10 08:24:03 main:574] : INFO : Epoch 1652 | loss: 0.0311936 | val_loss: 0.0311875 | Time: 1946.11 ms
[2022-04-10 08:24:05 main:574] : INFO : Epoch 1653 | loss: 0.0311927 | val_loss: 0.031186 | Time: 1951.66 ms
[2022-04-10 08:24:07 main:574] : INFO : Epoch 1654 | loss: 0.0311893 | val_loss: 0.0311859 | Time: 1941.09 ms
[2022-04-10 08:24:08 main:574] : INFO : Epoch 1655 | loss: 0.0311864 | val_loss: 0.0311896 | Time: 1950.73 ms
[2022-04-10 08:24:10 main:574] : INFO : Epoch 1656 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 1939.79 ms
[2022-04-10 08:24:12 main:574] : INFO : Epoch 1657 | loss: 0.0311852 | val_loss: 0.0311871 | Time: 1942.81 ms
[2022-04-10 08:24:14 main:574] : INFO : Epoch 1658 | loss: 0.031185 | val_loss: 0.0311849 | Time: 1935.25 ms
[2022-04-10 08:24:16 main:574] : INFO : Epoch 1659 | loss: 0.0311845 | val_loss: 0.0311865 | Time: 1989.2 ms
[2022-04-10 08:24:18 main:574] : INFO : Epoch 1660 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 1950.68 ms
[2022-04-10 08:24:20 main:574] : INFO : Epoch 1661 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1974.51 ms
[2022-04-10 08:24:22 main:574] : INFO : Epoch 1662 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 1940.86 ms
[2022-04-10 08:24:24 main:574] : INFO : Epoch 1663 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 1937.56 ms
[2022-04-10 08:24:26 main:574] : INFO : Epoch 1664 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1913.95 ms
[2022-04-10 08:24:28 main:574] : INFO : Epoch 1665 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 1958.68 ms
[2022-04-10 08:24:30 main:574] : INFO : Epoch 1666 | loss: 0.0311812 | val_loss: 0.0311831 | Time: 1945.85 ms
[2022-04-10 08:24:32 main:574] : INFO : Epoch 1667 | loss: 0.03118 | val_loss: 0.0311826 | Time: 1944.16 ms
[2022-04-10 08:24:34 main:574] : INFO : Epoch 1668 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1957.53 ms
[2022-04-10 08:24:36 main:574] : INFO : Epoch 1669 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1949.97 ms
[2022-04-10 08:24:38 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 1935.69 ms
[2022-04-10 08:24:40 main:574] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.031182 | Time: 1932.57 ms
[2022-04-10 08:24:42 main:574] : INFO : Epoch 1672 | loss: 0.031179 | val_loss: 0.0311843 | Time: 1946.86 ms
[2022-04-10 08:24:44 main:574] : INFO : Epoch 1673 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 1966.05 ms
[2022-04-10 08:24:46 main:574] : INFO : Epoch 1674 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 1961.36 ms
[2022-04-10 08:24:48 main:574] : INFO : Epoch 1675 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 1988.03 ms
[2022-04-10 08:24:50 main:574] : INFO : Epoch 1676 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 1934.55 ms
[2022-04-10 08:24:51 main:574] : INFO : Epoch 1677 | loss: 0.0311846 | val_loss: 0.031184 | Time: 1917.23 ms
[2022-04-10 08:24:53 main:574] : INFO : Epoch 1678 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1955.66 ms
[2022-04-10 08:24:55 main:574] : INFO : Epoch 1679 | loss: 0.0311833 | val_loss: 0.03118 | Time: 1961.3 ms
[2022-04-10 08:24:57 main:574] : INFO : Epoch 1680 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 1962.08 ms
[2022-04-10 08:24:59 main:574] : INFO : Epoch 1681 | loss: 0.0311832 | val_loss: 0.031182 | Time: 1963.99 ms
[2022-04-10 08:25:01 main:574] : INFO : Epoch 1682 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 1952.38 ms
[2022-04-10 08:25:03 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.031178 | Time: 1938.87 ms
[2022-04-10 08:25:05 main:574] : INFO : Epoch 1684 | loss: 0.0311824 | val_loss: 0.0311791 | Time: 1943.47 ms
[2022-04-10 08:25:07 main:574] : INFO : Epoch 1685 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 1955.34 ms
[2022-04-10 08:25:09 main:574] : INFO : Epoch 1686 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1967.73 ms
[2022-04-10 08:25:11 main:574] : INFO : Epoch 1687 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 1990.17 ms
[2022-04-10 08:25:13 main:574] : INFO : Epoch 1688 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 1951.05 ms
[2022-04-10 08:25:15 main:574] : INFO : Epoch 1689 | loss: 0.031181 | val_loss: 0.0311774 | Time: 1961.23 ms
[2022-04-10 08:25:17 main:574] : INFO : Epoch 1690 | loss: 0.0311787 | val_loss: 0.0311782 | Time: 1931.65 ms
[2022-04-10 08:25:19 main:574] : INFO : Epoch 1691 | loss: 0.0311769 | val_loss: 0.0311749 | Time: 1945.25 ms
[2022-04-10 08:25:21 main:574] : INFO : Epoch 1692 | loss: 0.0311769 | val_loss: 0.0311755 | Time: 2001.81 ms
[2022-04-10 08:25:23 main:574] : INFO : Epoch 1693 | loss: 0.0311763 | val_loss: 0.031175 | Time: 1941.04 ms
[2022-04-10 08:25:25 main:574] : INFO : Epoch 1694 | loss: 0.0311765 | val_loss: 0.0311755 | Time: 1950.34 ms
[2022-04-10 08:25:27 main:574] : INFO : Epoch 1695 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 1957.73 ms
[2022-04-10 08:25:29 main:574] : INFO : Epoch 1696 | loss: 0.0311768 | val_loss: 0.0311891 | Time: 1956.12 ms
[2022-04-10 08:25:31 main:574] : INFO : Epoch 1697 | loss: 0.0311833 | val_loss: 0.0311773 | Time: 1943.17 ms
[2022-04-10 08:25:33 main:574] : INFO : Epoch 1698 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 1993.54 ms
[2022-04-10 08:25:35 main:574] : INFO : Epoch 1699 | loss: 0.0311832 | val_loss: 0.0311804 | Time: 1942.11 ms
[2022-04-10 08:25:37 main:574] : INFO : Epoch 1700 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 1976.79 ms
[2022-04-10 08:25:39 main:574] : INFO : Epoch 1701 | loss: 0.0311799 | val_loss: 0.0311761 | Time: 1962.91 ms
[2022-04-10 08:25:40 main:574] : INFO : Epoch 1702 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1956.35 ms
[2022-04-10 08:25:42 main:574] : INFO : Epoch 1703 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 1958.53 ms
[2022-04-10 08:25:44 main:574] : INFO : Epoch 1704 | loss: 0.0311795 | val_loss: 0.0311925 | Time: 1935.63 ms
[2022-04-10 08:25:46 main:574] : INFO : Epoch 1705 | loss: 0.0311892 | val_loss: 0.0311841 | Time: 1932.72 ms
[2022-04-10 08:25:48 main:574] : INFO : Epoch 1706 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 1955.04 ms
[2022-04-10 08:25:50 main:574] : INFO : Epoch 1707 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 1954.94 ms
[2022-04-10 08:25:52 main:574] : INFO : Epoch 1708 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 1959.62 ms
[2022-04-10 08:25:54 main:574] : INFO : Epoch 1709 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 1952.09 ms
[2022-04-10 08:25:56 main:574] : INFO : Epoch 1710 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 1939.8 ms
[2022-04-10 08:25:58 main:574] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 1948.09 ms
[2022-04-10 08:26:00 main:574] : INFO : Epoch 1712 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 1926.05 ms
[2022-04-10 08:26:02 main:574] : INFO : Epoch 1713 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 1937.79 ms
[2022-04-10 08:26:04 main:574] : INFO : Epoch 1714 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 1949.61 ms
[2022-04-10 08:26:06 main:574] : INFO : Epoch 1715 | loss: 0.0311806 | val_loss: 0.0311814 | Time: 1943.44 ms
[2022-04-10 08:26:08 main:574] : INFO : Epoch 1716 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 1962.3 ms
[2022-04-10 08:26:10 main:574] : INFO : Epoch 1717 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1952.87 ms
[2022-04-10 08:26:12 main:574] : INFO : Epoch 1718 | loss: 0.0311821 | val_loss: 0.0311821 | Time: 1936.76 ms
[2022-04-10 08:26:14 main:574] : INFO : Epoch 1719 | loss: 0.03118 | val_loss: 0.0311887 | Time: 1968.08 ms
[2022-04-10 08:26:16 main:574] : INFO : Epoch 1720 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 1950.44 ms
[2022-04-10 08:26:18 main:574] : INFO : Epoch 1721 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 1940.82 ms
[2022-04-10 08:26:20 main:574] : INFO : Epoch 1722 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1971.05 ms
[2022-04-10 08:26:22 main:574] : INFO : Epoch 1723 | loss: 0.0311765 | val_loss: 0.031179 | Time: 1991.89 ms
[2022-04-10 08:26:23 main:574] : INFO : Epoch 1724 | loss: 0.0311814 | val_loss: 0.0311819 | Time: 1928.04 ms
[2022-04-10 08:26:25 main:574] : INFO : Epoch 1725 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1953.22 ms
[2022-04-10 08:26:27 main:574] : INFO : Epoch 1726 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1968.29 ms
[2022-04-10 08:26:29 main:574] : INFO : Epoch 1727 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 1959.8 ms
[2022-04-10 08:26:31 main:574] : INFO : Epoch 1728 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 1953.71 ms
[2022-04-10 08:26:33 main:574] : INFO : Epoch 1729 | loss: 0.0311762 | val_loss: 0.03118 | Time: 1964.64 ms
[2022-04-10 08:26:35 main:574] : INFO : Epoch 1730 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1981.39 ms
[2022-04-10 08:26:37 main:574] : INFO : Epoch 1731 | loss: 0.0311784 | val_loss: 0.0311932 | Time: 1929.38 ms
[2022-04-10 08:26:39 main:574] : INFO : Epoch 1732 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 1962.04 ms
[2022-04-10 08:26:41 main:574] : INFO : Epoch 1733 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 1956.47 ms
[2022-04-10 08:26:43 main:574] : INFO : Epoch 1734 | loss: 0.0311791 | val_loss: 0.03118 | Time: 1954.62 ms
[2022-04-10 08:26:45 main:574] : INFO : Epoch 1735 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 1988.15 ms
[2022-04-10 08:26:47 main:574] : INFO : Epoch 1736 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 1949.44 ms
[2022-04-10 08:26:49 main:574] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 1973.99 ms
[2022-04-10 08:26:51 main:574] : INFO : Epoch 1738 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 1970.74 ms
[2022-04-10 08:26:53 main:574] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.031178 | Time: 1966.32 ms
[2022-04-10 08:26:55 main:574] : INFO : Epoch 1740 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 1951.18 ms
[2022-04-10 08:26:57 main:574] : INFO : Epoch 1741 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 1938.01 ms
[2022-04-10 08:26:59 main:574] : INFO : Epoch 1742 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 1959.17 ms
[2022-04-10 08:27:01 main:574] : INFO : Epoch 1743 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 1971.07 ms
[2022-04-10 08:27:03 main:574] : INFO : Epoch 1744 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 1962.48 ms
[2022-04-10 08:27:05 main:574] : INFO : Epoch 1745 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 1947.31 ms
[2022-04-10 08:27:07 main:574] : INFO : Epoch 1746 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 1948.7 ms
[2022-04-10 08:27:09 main:574] : INFO : Epoch 1747 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1945.73 ms
[2022-04-10 08:27:11 main:574] : INFO : Epoch 1748 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 1946.42 ms
[2022-04-10 08:27:13 main:574] : INFO : Epoch 1749 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 1959.84 ms
[2022-04-10 08:27:15 main:574] : INFO : Epoch 1750 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 1965.8 ms
[2022-04-10 08:27:16 main:574] : INFO : Epoch 1751 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1946.87 ms
[2022-04-10 08:27:18 main:574] : INFO : Epoch 1752 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 1967.28 ms
[2022-04-10 08:27:20 main:574] : INFO : Epoch 1753 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 1938.92 ms
[2022-04-10 08:27:22 main:574] : INFO : Epoch 1754 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 1946.25 ms
[2022-04-10 08:27:24 main:574] : INFO : Epoch 1755 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1974.79 ms
[2022-04-10 08:27:26 main:574] : INFO : Epoch 1756 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1935.06 ms
[2022-04-10 08:27:28 main:574] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1952.14 ms
[2022-04-10 08:27:30 main:574] : INFO : Epoch 1758 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 1949.8 ms
[2022-04-10 08:27:32 main:574] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 1948.7 ms
[2022-04-10 08:27:34 main:574] : INFO : Epoch 1760 | loss: 0.031175 | val_loss: 0.031189 | Time: 1952 ms
[2022-04-10 08:27:36 main:574] : INFO : Epoch 1761 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1959.44 ms
[2022-04-10 08:27:38 main:574] : INFO : Epoch 1762 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 1957.49 ms
[2022-04-10 08:27:40 main:574] : INFO : Epoch 1763 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 1982.5 ms
[2022-04-10 08:27:42 main:574] : INFO : Epoch 1764 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1942.26 ms
[2022-04-10 08:27:44 main:574] : INFO : Epoch 1765 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 1948.79 ms
[2022-04-10 08:27:46 main:574] : INFO : Epoch 1766 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 1922.09 ms
[2022-04-10 08:27:48 main:574] : INFO : Epoch 1767 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1944.61 ms
[2022-04-10 08:27:50 main:574] : INFO : Epoch 1768 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 1934.94 ms
[2022-04-10 08:27:52 main:574] : INFO : Epoch 1769 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 1957.87 ms
[2022-04-10 08:27:54 main:574] : INFO : Epoch 1770 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1958.33 ms
[2022-04-10 08:27:56 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 1923.85 ms
[2022-04-10 08:27:58 main:574] : INFO : Epoch 1772 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 1956.09 ms
[2022-04-10 08:27:59 main:574] : INFO : Epoch 1773 | loss: 0.0311734 | val_loss: 0.0311967 | Time: 1952.55 ms
[2022-04-10 08:28:01 main:574] : INFO : Epoch 1774 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 1968.13 ms
[2022-04-10 08:28:03 main:574] : INFO : Epoch 1775 | loss: 0.031172 | val_loss: 0.0311798 | Time: 1929.67 ms
[2022-04-10 08:28:05 main:574] : INFO : Epoch 1776 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 1961.3 ms
[2022-04-10 08:28:07 main:574] : INFO : Epoch 1777 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1962.43 ms
[2022-04-10 08:28:09 main:574] : INFO : Epoch 1778 | loss: 0.0311714 | val_loss: 0.0311887 | Time: 1961.59 ms
[2022-04-10 08:28:11 main:574] : INFO : Epoch 1779 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 1931.6 ms
[2022-04-10 08:28:13 main:574] : INFO : Epoch 1780 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 1948.73 ms
[2022-04-10 08:28:15 main:574] : INFO : Epoch 1781 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1930.38 ms
[2022-04-10 08:28:17 main:574] : INFO : Epoch 1782 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 1971.26 ms
[2022-04-10 08:28:19 main:574] : INFO : Epoch 1783 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 1958.73 ms
[2022-04-10 08:28:21 main:574] : INFO : Epoch 1784 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 1949.75 ms
[2022-04-10 08:28:23 main:574] : INFO : Epoch 1785 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 1935.02 ms
[2022-04-10 08:28:25 main:574] : INFO : Epoch 1786 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 1948.85 ms
[2022-04-10 08:28:27 main:574] : INFO : Epoch 1787 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 1944.69 ms
[2022-04-10 08:28:29 main:574] : INFO : Epoch 1788 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 1949.24 ms
[2022-04-10 08:28:31 main:574] : INFO : Epoch 1789 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 1972.9 ms
[2022-04-10 08:28:33 main:574] : INFO : Epoch 1790 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1964.73 ms
[2022-04-10 08:28:35 main:574] : INFO : Epoch 1791 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 1955.77 ms
[2022-04-10 08:28:37 main:574] : INFO : Epoch 1792 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1960.61 ms
[2022-04-10 08:28:39 main:574] : INFO : Epoch 1793 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1944.26 ms
[2022-04-10 08:28:41 main:574] : INFO : Epoch 1794 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1942.83 ms
[2022-04-10 08:28:42 main:574] : INFO : Epoch 1795 | loss: 0.0311768 | val_loss: 0.0311874 | Time: 1916 ms
[2022-04-10 08:28:44 main:574] : INFO : Epoch 1796 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 1964.19 ms
[2022-04-10 08:28:46 main:574] : INFO : Epoch 1797 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 1941.35 ms
[2022-04-10 08:28:48 main:574] : INFO : Epoch 1798 | loss: 0.031175 | val_loss: 0.0311875 | Time: 1975.5 ms
[2022-04-10 08:28:50 main:574] : INFO : Epoch 1799 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1939.82 ms
[2022-04-10 08:28:52 main:574] : INFO : Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 1928.35 ms
[2022-04-10 08:28:54 main:574] : INFO : Epoch 1801 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 1955.22 ms
[2022-04-10 08:28:56 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 1952.96 ms
[2022-04-10 08:28:58 main:574] : INFO : Epoch 1803 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 1963.14 ms
[2022-04-10 08:29:00 main:574] : INFO : Epoch 1804 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 2091.24 ms
[2022-04-10 08:29:02 main:574] : INFO : Epoch 1805 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 1946.32 ms
[2022-04-10 08:29:04 main:574] : INFO : Epoch 1806 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 1929.67 ms
[2022-04-10 08:29:06 main:574] : INFO : Epoch 1807 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 1936.86 ms
[2022-04-10 08:29:08 main:574] : INFO : Epoch 1808 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 1942.79 ms
[2022-04-10 08:29:10 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 1972.16 ms
[2022-04-10 08:29:12 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1952.97 ms
[2022-04-10 08:29:14 main:574] : INFO : Epoch 1811 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1970.77 ms
[2022-04-10 08:29:16 main:574] : INFO : Epoch 1812 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 1981.85 ms
[2022-04-10 08:29:18 main:574] : INFO : Epoch 1813 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 1956.12 ms
[2022-04-10 08:29:20 main:574] : INFO : Epoch 1814 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 1958.12 ms
[2022-04-10 08:29:22 main:574] : INFO : Epoch 1815 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1959.41 ms
[2022-04-10 08:29:24 main:574] : INFO : Epoch 1816 | loss: 0.0311738 | val_loss: 0.0311926 | Time: 1977.95 ms
[2022-04-10 08:29:26 main:574] : INFO : Epoch 1817 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 1914.31 ms
[2022-04-10 08:29:28 main:574] : INFO : Epoch 1818 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 1954.43 ms
[2022-04-10 08:29:30 main:574] : INFO : Epoch 1819 | loss: 0.0311708 | val_loss: 0.0311832 | Time: 1956.29 ms
[2022-04-10 08:29:32 main:574] : INFO : Epoch 1820 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1946.94 ms
[2022-04-10 08:29:33 main:574] : INFO : Epoch 1821 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1896.95 ms
[2022-04-10 08:29:35 main:574] : INFO : Epoch 1822 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 1946.63 ms
[2022-04-10 08:29:37 main:574] : INFO : Epoch 1823 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 1942.92 ms
[2022-04-10 08:29:39 main:574] : INFO : Epoch 1824 | loss: 0.0311763 | val_loss: 0.031177 | Time: 1950.08 ms
[2022-04-10 08:29:41 main:574] : INFO : Epoch 1825 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1940.27 ms
[2022-04-10 08:29:43 main:574] : INFO : Epoch 1826 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 1970.95 ms
[2022-04-10 08:29:45 main:574] : INFO : Epoch 1827 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 1969.42 ms
[2022-04-10 08:29:47 main:574] : INFO : Epoch 1828 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 1937.18 ms
[2022-04-10 08:29:49 main:574] : INFO : Epoch 1829 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 1967.1 ms
[2022-04-10 08:29:51 main:574] : INFO : Epoch 1830 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1944.32 ms
[2022-04-10 08:29:53 main:574] : INFO : Epoch 1831 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1965.27 ms
[2022-04-10 08:29:55 main:574] : INFO : Epoch 1832 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 1917.22 ms
[2022-04-10 08:29:57 main:574] : INFO : Epoch 1833 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 1941.09 ms
[2022-04-10 08:29:59 main:574] : INFO : Epoch 1834 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1948.91 ms
[2022-04-10 08:30:01 main:574] : INFO : Epoch 1835 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 1966.34 ms
[2022-04-10 08:30:03 main:574] : INFO : Epoch 1836 | loss: 0.031177 | val_loss: 0.0311817 | Time: 1962.83 ms
[2022-04-10 08:30:05 main:574] : INFO : Epoch 1837 | loss: 0.0311757 | val_loss: 0.03118 | Time: 1982.48 ms
[2022-04-10 08:30:07 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 1955.69 ms
[2022-04-10 08:30:09 main:574] : INFO : Epoch 1839 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 1954.16 ms
[2022-04-10 08:30:11 main:574] : INFO : Epoch 1840 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 1961.53 ms
[2022-04-10 08:30:13 main:574] : INFO : Epoch 1841 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 1938.43 ms
[2022-04-10 08:30:15 main:574] : INFO : Epoch 1842 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 1962.75 ms
[2022-04-10 08:30:17 main:574] : INFO : Epoch 1843 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 1986.22 ms
[2022-04-10 08:30:19 main:574] : INFO : Epoch 1844 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1950.98 ms
[2022-04-10 08:30:20 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 1930.62 ms
[2022-04-10 08:30:22 main:574] : INFO : Epoch 1846 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1941.48 ms
[2022-04-10 08:30:24 main:574] : INFO : Epoch 1847 | loss: 0.031173 | val_loss: 0.0311874 | Time: 1967.99 ms
[2022-04-10 08:30:26 main:574] : INFO : Epoch 1848 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1936.5 ms
[2022-04-10 08:30:28 main:574] : INFO : Epoch 1849 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 1940.4 ms
[2022-04-10 08:30:30 main:574] : INFO : Epoch 1850 | loss: 0.0311767 | val_loss: 0.031177 | Time: 1956.29 ms
[2022-04-10 08:30:32 main:574] : INFO : Epoch 1851 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 1935.84 ms
[2022-04-10 08:30:34 main:574] : INFO : Epoch 1852 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 1994.47 ms
[2022-04-10 08:30:36 main:574] : INFO : Epoch 1853 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 2015.83 ms
[2022-04-10 08:30:38 main:574] : INFO : Epoch 1854 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 1978.11 ms
[2022-04-10 08:30:40 main:574] : INFO : Epoch 1855 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 1938.11 ms
[2022-04-10 08:30:42 main:574] : INFO : Epoch 1856 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1930.27 ms
[2022-04-10 08:30:44 main:574] : INFO : Epoch 1857 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 1959.14 ms
[2022-04-10 08:30:46 main:574] : INFO : Epoch 1858 | loss: 0.0311775 | val_loss: 0.0311778 | Time: 1947.47 ms
[2022-04-10 08:30:48 main:574] : INFO : Epoch 1859 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 1961.1 ms
[2022-04-10 08:30:50 main:574] : INFO : Epoch 1860 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 1937.49 ms
[2022-04-10 08:30:52 main:574] : INFO : Epoch 1861 | loss: 0.0311786 | val_loss: 0.0311758 | Time: 2019.71 ms
[2022-04-10 08:30:54 main:574] : INFO : Epoch 1862 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 1900.71 ms
[2022-04-10 08:30:56 main:574] : INFO : Epoch 1863 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1975.95 ms
[2022-04-10 08:30:58 main:574] : INFO : Epoch 1864 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1966.68 ms
[2022-04-10 08:31:00 main:574] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 1985.17 ms
[2022-04-10 08:31:02 main:574] : INFO : Epoch 1866 | loss: 0.0311755 | val_loss: 0.031175 | Time: 1976.16 ms
[2022-04-10 08:31:04 main:574] : INFO : Epoch 1867 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 1962.31 ms
[2022-04-10 08:31:06 main:574] : INFO : Epoch 1868 | loss: 0.0311779 | val_loss: 0.0311911 | Time: 1961.59 ms
[2022-04-10 08:31:08 main:574] : INFO : Epoch 1869 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 1950.21 ms
[2022-04-10 08:31:10 main:574] : INFO : Epoch 1870 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 1928.93 ms
[2022-04-10 08:31:12 main:574] : INFO : Epoch 1871 | loss: 0.0311765 | val_loss: 0.031176 | Time: 1970.4 ms
[2022-04-10 08:31:13 main:574] : INFO : Epoch 1872 | loss: 0.0311765 | val_loss: 0.0311749 | Time: 1968.24 ms
[2022-04-10 08:31:15 main:574] : INFO : Epoch 1873 | loss: 0.0311745 | val_loss: 0.0311742 | Time: 1934.22 ms
[2022-04-10 08:31:17 main:574] : INFO : Epoch 1874 | loss: 0.0311733 | val_loss: 0.0311751 | Time: 1945.71 ms
[2022-04-10 08:31:19 main:574] : INFO : Epoch 1875 | loss: 0.0311741 | val_loss: 0.0311747 | Time: 1972.28 ms
[2022-04-10 08:31:21 main:574] : INFO : Epoch 1876 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 1962.91 ms
[2022-04-10 08:31:23 main:574] : INFO : Epoch 1877 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 1995.24 ms
[2022-04-10 08:31:25 main:574] : INFO : Epoch 1878 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 1964.48 ms
[2022-04-10 08:31:27 main:574] : INFO : Epoch 1879 | loss: 0.0311729 | val_loss: 0.0311742 | Time: 1973.96 ms
[2022-04-10 08:31:29 main:574] : INFO : Epoch 1880 | loss: 0.0311736 | val_loss: 0.0311743 | Time: 1970.2 ms
[2022-04-10 08:31:31 main:574] : INFO : Epoch 1881 | loss: 0.0311729 | val_loss: 0.031174 | Time: 1977.33 ms
[2022-04-10 08:31:33 main:574] : INFO : Epoch 1882 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 1937.65 ms
[2022-04-10 08:31:35 main:574] : INFO : Epoch 1883 | loss: 0.031173 | val_loss: 0.031174 | Time: 1946.44 ms
[2022-04-10 08:31:37 main:574] : INFO : Epoch 1884 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1966 ms
[2022-04-10 08:31:39 main:574] : INFO : Epoch 1885 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 1959.19 ms
[2022-04-10 08:31:41 main:574] : INFO : Epoch 1886 | loss: 0.0311773 | val_loss: 0.0311737 | Time: 1948.47 ms
[2022-04-10 08:31:43 main:574] : INFO : Epoch 1887 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1955.74 ms
[2022-04-10 08:31:45 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 1956.65 ms
[2022-04-10 08:31:47 main:574] : INFO : Epoch 1889 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 1935.71 ms
[2022-04-10 08:31:49 main:574] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 1955.36 ms
[2022-04-10 08:31:51 main:574] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.0311733 | Time: 1946.84 ms
[2022-04-10 08:31:53 main:574] : INFO : Epoch 1892 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 1944.78 ms
[2022-04-10 08:31:55 main:574] : INFO : Epoch 1893 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 1920.02 ms
[2022-04-10 08:31:57 main:574] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.0311767 | Time: 1965.18 ms
[2022-04-10 08:31:59 main:574] : INFO : Epoch 1895 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1959.44 ms
[2022-04-10 08:32:01 main:574] : INFO : Epoch 1896 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 1971.86 ms
[2022-04-10 08:32:02 main:574] : INFO : Epoch 1897 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 1941.39 ms
[2022-04-10 08:32:04 main:574] : INFO : Epoch 1898 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 1952.85 ms
[2022-04-10 08:32:06 main:574] : INFO : Epoch 1899 | loss: 0.0311805 | val_loss: 0.0311769 | Time: 1950.9 ms
[2022-04-10 08:32:08 main:574] : INFO : Epoch 1900 | loss: 0.0311821 | val_loss: 0.0311899 | Time: 1940.79 ms
[2022-04-10 08:32:10 main:574] : INFO : Epoch 1901 | loss: 0.031208 | val_loss: 0.0312124 | Time: 1936.72 ms
[2022-04-10 08:32:12 main:574] : INFO : Epoch 1902 | loss: 0.0312127 | val_loss: 0.0312079 | Time: 1937.93 ms
[2022-04-10 08:32:14 main:574] : INFO : Epoch 1903 | loss: 0.0312227 | val_loss: 0.0312176 | Time: 1950.86 ms
[2022-04-10 08:32:16 main:574] : INFO : Epoch 1904 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 1961.51 ms
[2022-04-10 08:32:18 main:574] : INFO : Epoch 1905 | loss: 0.031217 | val_loss: 0.0312124 | Time: 1965.41 ms
[2022-04-10 08:32:20 main:574] : INFO : Epoch 1906 | loss: 0.0312121 | val_loss: 0.0312121 | Time: 1977.62 ms
[2022-04-10 08:32:22 main:574] : INFO : Epoch 1907 | loss: 0.0312112 | val_loss: 0.0312093 | Time: 1926.75 ms
[2022-04-10 08:32:24 main:574] : INFO : Epoch 1908 | loss: 0.0312094 | val_loss: 0.0312084 | Time: 1960.74 ms
[2022-04-10 08:32:26 main:574] : INFO : Epoch 1909 | loss: 0.0312092 | val_loss: 0.031208 | Time: 2011.96 ms
[2022-04-10 08:32:28 main:574] : INFO : Epoch 1910 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 1932.73 ms
[2022-04-10 08:32:30 main:574] : INFO : Epoch 1911 | loss: 0.031208 | val_loss: 0.0312069 | Time: 1944.57 ms
[2022-04-10 08:32:32 main:574] : INFO : Epoch 1912 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 1957.21 ms
[2022-04-10 08:32:34 main:574] : INFO : Epoch 1913 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 1964.51 ms
[2022-04-10 08:32:36 main:574] : INFO : Epoch 1914 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 1977.64 ms
[2022-04-10 08:32:38 main:574] : INFO : Epoch 1915 | loss: 0.0312096 | val_loss: 0.0312077 | Time: 1968.38 ms
[2022-04-10 08:32:40 main:574] : INFO : Epoch 1916 | loss: 0.0312095 | val_loss: 0.0312111 | Time: 1981.62 ms
[2022-04-10 08:32:42 main:574] : INFO : Epoch 1917 | loss: 0.0312051 | val_loss: 0.0312059 | Time: 1968.86 ms
[2022-04-10 08:32:44 main:574] : INFO : Epoch 1918 | loss: 0.0312038 | val_loss: 0.0312032 | Time: 1998.72 ms
[2022-04-10 08:32:46 main:574] : INFO : Epoch 1919 | loss: 0.0312031 | val_loss: 0.031206 | Time: 1970.62 ms
[2022-04-10 08:32:48 main:574] : INFO : Epoch 1920 | loss: 0.0312038 | val_loss: 0.0312027 | Time: 1989.57 ms
[2022-04-10 08:32:50 main:574] : INFO : Epoch 1921 | loss: 0.031203 | val_loss: 0.0312023 | Time: 1960.4 ms
[2022-04-10 08:32:52 main:574] : INFO : Epoch 1922 | loss: 0.0312051 | val_loss: 0.0312044 | Time: 2008.35 ms
[2022-04-10 08:32:54 main:574] : INFO : Epoch 1923 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 1954.8 ms
[2022-04-10 08:32:56 main:574] : INFO : Epoch 1924 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 1967.12 ms
[2022-04-10 08:32:58 main:574] : INFO : Epoch 1925 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 1949.46 ms
[2022-04-10 08:33:00 main:574] : INFO : Epoch 1926 | loss: 0.0312018 | val_loss: 0.0312011 | Time: 1936.47 ms
[2022-04-10 08:33:02 main:574] : INFO : Epoch 1927 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 1985.58 ms
[2022-04-10 08:33:03 main:574] : INFO : Epoch 1928 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1956.36 ms
[2022-04-10 08:33:05 main:574] : INFO : Epoch 1929 | loss: 0.0312007 | val_loss: 0.0312026 | Time: 1951.57 ms
[2022-04-10 08:33:07 main:574] : INFO : Epoch 1930 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1972.24 ms
[2022-04-10 08:33:09 main:574] : INFO : Epoch 1931 | loss: 0.031201 | val_loss: 0.0312063 | Time: 1945.01 ms
[2022-04-10 08:33:11 main:574] : INFO : Epoch 1932 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 1926.74 ms
[2022-04-10 08:33:13 main:574] : INFO : Epoch 1933 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1968.97 ms
[2022-04-10 08:33:15 main:574] : INFO : Epoch 1934 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 1969.69 ms
[2022-04-10 08:33:17 main:574] : INFO : Epoch 1935 | loss: 0.0312034 | val_loss: 0.0312048 | Time: 1967.32 ms
[2022-04-10 08:33:19 main:574] : INFO : Epoch 1936 | loss: 0.0312033 | val_loss: 0.0311998 | Time: 1964.51 ms
[2022-04-10 08:33:21 main:574] : INFO : Epoch 1937 | loss: 0.031204 | val_loss: 0.0312058 | Time: 1949.05 ms
[2022-04-10 08:33:23 main:574] : INFO : Epoch 1938 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 1921.25 ms
[2022-04-10 08:33:25 main:574] : INFO : Epoch 1939 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1953.4 ms
[2022-04-10 08:33:27 main:574] : INFO : Epoch 1940 | loss: 0.0311983 | val_loss: 0.0312 | Time: 1957.69 ms
[2022-04-10 08:33:29 main:574] : INFO : Epoch 1941 | loss: 0.0311992 | val_loss: 0.0311996 | Time: 1944.57 ms
[2022-04-10 08:33:31 main:574] : INFO : Epoch 1942 | loss: 0.0311986 | val_loss: 0.0312028 | Time: 1994.8 ms
[2022-04-10 08:33:33 main:574] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0312029 | Time: 1962.56 ms
[2022-04-10 08:33:35 main:574] : INFO : Epoch 1944 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 1954.1 ms
[2022-04-10 08:33:37 main:574] : INFO : Epoch 1945 | loss: 0.0311996 | val_loss: 0.0311986 | Time: 1921.15 ms
[2022-04-10 08:33:39 main:574] : INFO : Epoch 1946 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 1982.67 ms
[2022-04-10 08:33:41 main:574] : INFO : Epoch 1947 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 1975.8 ms
[2022-04-10 08:33:43 main:574] : INFO : Epoch 1948 | loss: 0.031198 | val_loss: 0.0311984 | Time: 1949.3 ms
[2022-04-10 08:33:45 main:574] : INFO : Epoch 1949 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 1967.49 ms
[2022-04-10 08:33:47 main:574] : INFO : Epoch 1950 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 1947.5 ms
[2022-04-10 08:33:49 main:574] : INFO : Epoch 1951 | loss: 0.0311987 | val_loss: 0.0311996 | Time: 1959.13 ms
[2022-04-10 08:33:51 main:574] : INFO : Epoch 1952 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 1924.88 ms
[2022-04-10 08:33:52 main:574] : INFO : Epoch 1953 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 1958.84 ms
[2022-04-10 08:33:54 main:574] : INFO : Epoch 1954 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 1954.04 ms
[2022-04-10 08:33:56 main:574] : INFO : Epoch 1955 | loss: 0.0312007 | val_loss: 0.0312014 | Time: 1959.65 ms
[2022-04-10 08:33:58 main:574] : INFO : Epoch 1956 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 1989.8 ms
[2022-04-10 08:34:00 main:574] : INFO : Epoch 1957 | loss: 0.0312048 | val_loss: 0.0312038 | Time: 1966.58 ms
[2022-04-10 08:34:02 main:574] : INFO : Epoch 1958 | loss: 0.0312013 | val_loss: 0.0311997 | Time: 1961.11 ms
[2022-04-10 08:34:04 main:574] : INFO : Epoch 1959 | loss: 0.0311981 | val_loss: 0.0312015 | Time: 1948.35 ms
[2022-04-10 08:34:06 main:574] : INFO : Epoch 1960 | loss: 0.0311979 | val_loss: 0.0311977 | Time: 1946.89 ms
[2022-04-10 08:34:08 main:574] : INFO : Epoch 1961 | loss: 0.031199 | val_loss: 0.0312002 | Time: 1966.51 ms
[2022-04-10 08:34:10 main:574] : INFO : Epoch 1962 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 1960.36 ms
[2022-04-10 08:34:12 main:574] : INFO : Epoch 1963 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1957.97 ms
[2022-04-10 08:34:14 main:574] : INFO : Epoch 1964 | loss: 0.0311973 | val_loss: 0.0311988 | Time: 1944.36 ms
[2022-04-10 08:34:16 main:574] : INFO : Epoch 1965 | loss: 0.0311969 | val_loss: 0.0311993 | Time: 1942.71 ms
[2022-04-10 08:34:18 main:574] : INFO : Epoch 1966 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 1932.45 ms
[2022-04-10 08:34:20 main:574] : INFO : Epoch 1967 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 1952.17 ms
[2022-04-10 08:34:22 main:574] : INFO : Epoch 1968 | loss: 0.0311975 | val_loss: 0.0311989 | Time: 1969.89 ms
[2022-04-10 08:34:24 main:574] : INFO : Epoch 1969 | loss: 0.0311988 | val_loss: 0.031198 | Time: 1916.67 ms
[2022-04-10 08:34:26 main:574] : INFO : Epoch 1970 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 1947.83 ms
[2022-04-10 08:34:28 main:574] : INFO : Epoch 1971 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 1949.48 ms
[2022-04-10 08:34:30 main:574] : INFO : Epoch 1972 | loss: 0.0311983 | val_loss: 0.031197 | Time: 1956.93 ms
[2022-04-10 08:34:32 main:574] : INFO : Epoch 1973 | loss: 0.0311964 | val_loss: 0.0311976 | Time: 1978.28 ms
[2022-04-10 08:34:34 main:574] : INFO : Epoch 1974 | loss: 0.0311972 | val_loss: 0.0311969 | Time: 1936.74 ms
[2022-04-10 08:34:36 main:574] : INFO : Epoch 1975 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1946.61 ms
[2022-04-10 08:34:37 main:574] : INFO : Epoch 1976 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 1938.18 ms
[2022-04-10 08:34:39 main:574] : INFO : Epoch 1977 | loss: 0.0312034 | val_loss: 0.0311983 | Time: 1963.64 ms
[2022-04-10 08:34:41 main:574] : INFO : Epoch 1978 | loss: 0.0311991 | val_loss: 0.0312083 | Time: 1928.69 ms
[2022-04-10 08:34:43 main:574] : INFO : Epoch 1979 | loss: 0.0312033 | val_loss: 0.0312101 | Time: 1928.8 ms
[2022-04-10 08:34:45 main:574] : INFO : Epoch 1980 | loss: 0.0312005 | val_loss: 0.0311994 | Time: 1973.72 ms
[2022-04-10 08:34:47 main:574] : INFO : Epoch 1981 | loss: 0.0311992 | val_loss: 0.0311975 | Time: 1980.33 ms
[2022-04-10 08:34:49 main:574] : INFO : Epoch 1982 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 1946.11 ms
[2022-04-10 08:34:51 main:574] : INFO : Epoch 1983 | loss: 0.031197 | val_loss: 0.0311981 | Time: 1949.54 ms
[2022-04-10 08:34:53 main:574] : INFO : Epoch 1984 | loss: 0.0311981 | val_loss: 0.0311973 | Time: 1939.72 ms
[2022-04-10 08:34:55 main:574] : INFO : Epoch 1985 | loss: 0.0311986 | val_loss: 0.0311971 | Time: 1968.76 ms
[2022-04-10 08:34:57 main:574] : INFO : Epoch 1986 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 1952.84 ms
[2022-04-10 08:34:59 main:574] : INFO : Epoch 1987 | loss: 0.031198 | val_loss: 0.0311988 | Time: 1975.67 ms
[2022-04-10 08:35:01 main:574] : INFO : Epoch 1988 | loss: 0.0311973 | val_loss: 0.0312002 | Time: 1966.23 ms
[2022-04-10 08:35:03 main:574] : INFO : Epoch 1989 | loss: 0.0311974 | val_loss: 0.0312013 | Time: 1956.71 ms
[2022-04-10 08:35:05 main:574] : INFO : Epoch 1990 | loss: 0.0311977 | val_loss: 0.0311971 | Time: 1945.58 ms
[2022-04-10 08:35:07 main:574] : INFO : Epoch 1991 | loss: 0.0311981 | val_loss: 0.0312061 | Time: 1958.74 ms
[2022-04-10 08:35:09 main:574] : INFO : Epoch 1992 | loss: 0.031201 | val_loss: 0.0312027 | Time: 1984.09 ms
[2022-04-10 08:35:11 main:574] : INFO : Epoch 1993 | loss: 0.0311975 | val_loss: 0.031198 | Time: 1950.84 ms
[2022-04-10 08:35:13 main:574] : INFO : Epoch 1994 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 2000.91 ms
[2022-04-10 08:35:15 main:574] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0311987 | Time: 1955.64 ms
[2022-04-10 08:35:17 main:574] : INFO : Epoch 1996 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 1970.37 ms
[2022-04-10 08:35:19 main:574] : INFO : Epoch 1997 | loss: 0.0311969 | val_loss: 0.0311965 | Time: 1957.48 ms
[2022-04-10 08:35:21 main:574] : INFO : Epoch 1998 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 1940.63 ms
[2022-04-10 08:35:23 main:574] : INFO : Epoch 1999 | loss: 0.0311976 | val_loss: 0.0311992 | Time: 1940.5 ms
[2022-04-10 08:35:25 main:574] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 1946.68 ms
[2022-04-10 08:35:27 main:574] : INFO : Epoch 2001 | loss: 0.0311962 | val_loss: 0.0311975 | Time: 1927.43 ms
[2022-04-10 08:35:28 main:574] : INFO : Epoch 2002 | loss: 0.0311947 | val_loss: 0.0311983 | Time: 1967.12 ms
[2022-04-10 08:35:30 main:574] : INFO : Epoch 2003 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 1925.65 ms
[2022-04-10 08:35:32 main:574] : INFO : Epoch 2004 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 2007.43 ms
[2022-04-10 08:35:34 main:574] : INFO : Epoch 2005 | loss: 0.0311948 | val_loss: 0.0311968 | Time: 1947.36 ms
[2022-04-10 08:35:36 main:574] : INFO : Epoch 2006 | loss: 0.0311952 | val_loss: 0.0312044 | Time: 1939.23 ms
[2022-04-10 08:35:38 main:574] : INFO : Epoch 2007 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 1919.41 ms
[2022-04-10 08:35:40 main:574] : INFO : Epoch 2008 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 1957.27 ms
[2022-04-10 08:35:42 main:574] : INFO : Epoch 2009 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 1960.1 ms
[2022-04-10 08:35:44 main:574] : INFO : Epoch 2010 | loss: 0.031196 | val_loss: 0.0311992 | Time: 1969.27 ms
[2022-04-10 08:35:46 main:574] : INFO : Epoch 2011 | loss: 0.0311949 | val_loss: 0.0311977 | Time: 1957.87 ms
[2022-04-10 08:35:48 main:574] : INFO : Epoch 2012 | loss: 0.0311975 | val_loss: 0.0311974 | Time: 1941.43 ms
[2022-04-10 08:35:50 main:574] : INFO : Epoch 2013 | loss: 0.031196 | val_loss: 0.0311984 | Time: 1937.02 ms
[2022-04-10 08:35:52 main:574] : INFO : Epoch 2014 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 1942.12 ms
[2022-04-10 08:35:54 main:574] : INFO : Epoch 2015 | loss: 0.0311953 | val_loss: 0.031198 | Time: 1969.55 ms
[2022-04-10 08:35:56 main:574] : INFO : Epoch 2016 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 1945.99 ms
[2022-04-10 08:35:58 main:574] : INFO : Epoch 2017 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 1957.33 ms
[2022-04-10 08:36:00 main:574] : INFO : Epoch 2018 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 1972.55 ms
[2022-04-10 08:36:02 main:574] : INFO : Epoch 2019 | loss: 0.0311965 | val_loss: 0.0311974 | Time: 1954.52 ms
[2022-04-10 08:36:04 main:574] : INFO : Epoch 2020 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 1913.07 ms
[2022-04-10 08:36:06 main:574] : INFO : Epoch 2021 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 1963.42 ms
[2022-04-10 08:36:08 main:574] : INFO : Epoch 2022 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 1947.63 ms
[2022-04-10 08:36:10 main:574] : INFO : Epoch 2023 | loss: 0.0312013 | val_loss: 0.0312002 | Time: 1972.21 ms
[2022-04-10 08:36:12 main:574] : INFO : Epoch 2024 | loss: 0.0311969 | val_loss: 0.0312038 | Time: 1957.3 ms
[2022-04-10 08:36:13 main:574] : INFO : Epoch 2025 | loss: 0.0311962 | val_loss: 0.0311989 | Time: 1942.5 ms
[2022-04-10 08:36:15 main:574] : INFO : Epoch 2026 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 1952.11 ms
[2022-04-10 08:36:17 main:574] : INFO : Epoch 2027 | loss: 0.0311974 | val_loss: 0.0312033 | Time: 1933.93 ms
[2022-04-10 08:36:19 main:574] : INFO : Epoch 2028 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 1941.14 ms
[2022-04-10 08:36:21 main:574] : INFO : Epoch 2029 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 1927.1 ms
[2022-04-10 08:36:23 main:574] : INFO : Epoch 2030 | loss: 0.0311953 | val_loss: 0.0311966 | Time: 1952.49 ms
[2022-04-10 08:36:25 main:574] : INFO : Epoch 2031 | loss: 0.0311953 | val_loss: 0.0311975 | Time: 1968.46 ms
[2022-04-10 08:36:27 main:574] : INFO : Epoch 2032 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 1935.85 ms
[2022-04-10 08:36:29 main:574] : INFO : Epoch 2033 | loss: 0.0311958 | val_loss: 0.0311996 | Time: 1946.44 ms
[2022-04-10 08:36:31 main:574] : INFO : Epoch 2034 | loss: 0.031196 | val_loss: 0.031202 | Time: 1932.96 ms
[2022-04-10 08:36:33 main:574] : INFO : Epoch 2035 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 1931.31 ms
[2022-04-10 08:36:35 main:574] : INFO : Epoch 2036 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 1948.74 ms
[2022-04-10 08:36:37 main:574] : INFO : Epoch 2037 | loss: 0.0311967 | val_loss: 0.0311988 | Time: 1954.9 ms
[2022-04-10 08:36:39 main:574] : INFO : Epoch 2038 | loss: 0.0311967 | val_loss: 0.0311973 | Time: 1963.6 ms
[2022-04-10 08:36:41 main:574] : INFO : Epoch 2039 | loss: 0.0311951 | val_loss: 0.0312094 | Time: 1939.77 ms
[2022-04-10 08:36:43 main:574] : INFO : Epoch 2040 | loss: 0.0311986 | val_loss: 0.0312056 | Time: 1963.55 ms
[2022-04-10 08:36:45 main:574] : INFO : Epoch 2041 | loss: 0.0311956 | val_loss: 0.0311994 | Time: 1950.87 ms
[2022-04-10 08:36:47 main:574] : INFO : Epoch 2042 | loss: 0.0311979 | val_loss: 0.0311965 | Time: 1935.7 ms
[2022-04-10 08:36:49 main:574] : INFO : Epoch 2043 | loss: 0.0311955 | val_loss: 0.031197 | Time: 1951.2 ms
[2022-04-10 08:36:51 main:574] : INFO : Epoch 2044 | loss: 0.0311945 | val_loss: 0.0311968 | Time: 1953.86 ms
[2022-04-10 08:36:53 main:574] : INFO : Epoch 2045 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 1976.47 ms
[2022-04-10 08:36:54 main:574] : INFO : Epoch 2046 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 1942.6 ms
[2022-04-10 08:36:56 main:574] : INFO : Epoch 2047 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 1953.64 ms
[2022-04-10 08:36:58 main:574] : INFO : Epoch 2048 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 1945.82 ms
[2022-04-10 08:36:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311982
[2022-04-10 08:36:58 main:603] : INFO : Saving end state to config to file
[2022-04-10 08:36:58 main:608] : INFO : Success, exiting..
08:36:58 (18532): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)