Task 14627178
| Name | ParityModified-1647039814-5801-3-0_2 |
| Workunit | 11459315 |
| Created | 20 Apr 2022, 15:09:40 UTC |
| Sent | 20 Apr 2022, 15:10:05 UTC |
| Report deadline | 28 Apr 2022, 15:10:05 UTC |
| Received | 20 Apr 2022, 16:18:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 6 min 33 sec |
| CPU time | 1 hours 6 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1939.47 ms
[2022-04-20 18:01:56 main:581] : INFO : Epoch 1539 | loss: 0.0311729 | val_loss: 0.0311859 | Time: 1948.1 ms
[2022-04-20 18:01:58 main:581] : INFO : Epoch 1540 | loss: 0.0311844 | val_loss: 0.0311768 | Time: 1940.88 ms
[2022-04-20 18:02:00 main:581] : INFO : Epoch 1541 | loss: 0.0311742 | val_loss: 0.0311753 | Time: 1943.3 ms
[2022-04-20 18:02:02 main:581] : INFO : Epoch 1542 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1941.18 ms
[2022-04-20 18:02:04 main:581] : INFO : Epoch 1543 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 1938.64 ms
[2022-04-20 18:02:06 main:581] : INFO : Epoch 1544 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 1952.38 ms
[2022-04-20 18:02:08 main:581] : INFO : Epoch 1545 | loss: 0.0311696 | val_loss: 0.0311718 | Time: 1937.42 ms
[2022-04-20 18:02:10 main:581] : INFO : Epoch 1546 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1948.56 ms
[2022-04-20 18:02:12 main:581] : INFO : Epoch 1547 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 1940.78 ms
[2022-04-20 18:02:14 main:581] : INFO : Epoch 1548 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 1932.06 ms
[2022-04-20 18:02:16 main:581] : INFO : Epoch 1549 | loss: 0.03117 | val_loss: 0.0311725 | Time: 1948.02 ms
[2022-04-20 18:02:18 main:581] : INFO : Epoch 1550 | loss: 0.031169 | val_loss: 0.0311748 | Time: 1937.8 ms
[2022-04-20 18:02:20 main:581] : INFO : Epoch 1551 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 1935.43 ms
[2022-04-20 18:02:21 main:581] : INFO : Epoch 1552 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 1957.2 ms
[2022-04-20 18:02:23 main:581] : INFO : Epoch 1553 | loss: 0.031174 | val_loss: 0.031177 | Time: 1940.52 ms
[2022-04-20 18:02:25 main:581] : INFO : Epoch 1554 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1962.94 ms
[2022-04-20 18:02:27 main:581] : INFO : Epoch 1555 | loss: 0.0311721 | val_loss: 0.0311743 | Time: 1938.42 ms
[2022-04-20 18:02:29 main:581] : INFO : Epoch 1556 | loss: 0.031172 | val_loss: 0.0311746 | Time: 1934.74 ms
[2022-04-20 18:02:31 main:581] : INFO : Epoch 1557 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 1947.65 ms
[2022-04-20 18:02:33 main:581] : INFO : Epoch 1558 | loss: 0.0311742 | val_loss: 0.0311742 | Time: 1932.11 ms
[2022-04-20 18:02:35 main:581] : INFO : Epoch 1559 | loss: 0.0311737 | val_loss: 0.0311729 | Time: 1954.91 ms
[2022-04-20 18:02:37 main:581] : INFO : Epoch 1560 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 1943.15 ms
[2022-04-20 18:02:39 main:581] : INFO : Epoch 1561 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 1944.34 ms
[2022-04-20 18:02:41 main:581] : INFO : Epoch 1562 | loss: 0.0311757 | val_loss: 0.0311723 | Time: 1954.25 ms
[2022-04-20 18:02:43 main:581] : INFO : Epoch 1563 | loss: 0.0311726 | val_loss: 0.0311736 | Time: 1937.68 ms
[2022-04-20 18:02:45 main:581] : INFO : Epoch 1564 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 1951.48 ms
[2022-04-20 18:02:47 main:581] : INFO : Epoch 1565 | loss: 0.0311746 | val_loss: 0.0311711 | Time: 1943.73 ms
[2022-04-20 18:02:49 main:581] : INFO : Epoch 1566 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 1941.7 ms
[2022-04-20 18:02:51 main:581] : INFO : Epoch 1567 | loss: 0.03117 | val_loss: 0.0311718 | Time: 1951.64 ms
[2022-04-20 18:02:53 main:581] : INFO : Epoch 1568 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 1944.52 ms
[2022-04-20 18:02:55 main:581] : INFO : Epoch 1569 | loss: 0.0311697 | val_loss: 0.0311712 | Time: 1940.26 ms
[2022-04-20 18:02:56 main:581] : INFO : Epoch 1570 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 1949.28 ms
[2022-04-20 18:02:58 main:581] : INFO : Epoch 1571 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 1941.68 ms
[2022-04-20 18:03:00 main:581] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311701 | Time: 1952.01 ms
[2022-04-20 18:03:02 main:581] : INFO : Epoch 1573 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 1943.77 ms
[2022-04-20 18:03:04 main:581] : INFO : Epoch 1574 | loss: 0.0311715 | val_loss: 0.0311713 | Time: 1944.43 ms
[2022-04-20 18:03:06 main:581] : INFO : Epoch 1575 | loss: 0.0311709 | val_loss: 0.0311703 | Time: 1962.23 ms
[2022-04-20 18:03:08 main:581] : INFO : Epoch 1576 | loss: 0.0311705 | val_loss: 0.0311713 | Time: 1939.39 ms
[2022-04-20 18:03:10 main:581] : INFO : Epoch 1577 | loss: 0.0311686 | val_loss: 0.0311706 | Time: 1944.15 ms
[2022-04-20 18:03:12 main:581] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311701 | Time: 1936.9 ms
[2022-04-20 18:03:14 main:581] : INFO : Epoch 1579 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 1933.93 ms
[2022-04-20 18:03:16 main:581] : INFO : Epoch 1580 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 1953.33 ms
[2022-04-20 18:03:18 main:581] : INFO : Epoch 1581 | loss: 0.0311687 | val_loss: 0.0311709 | Time: 1941.1 ms
[2022-04-20 18:03:20 main:581] : INFO : Epoch 1582 | loss: 0.0311684 | val_loss: 0.0311704 | Time: 1956.52 ms
[2022-04-20 18:03:22 main:581] : INFO : Epoch 1583 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 1936.63 ms
[2022-04-20 18:03:24 main:581] : INFO : Epoch 1584 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1944.16 ms
[2022-04-20 18:03:26 main:581] : INFO : Epoch 1585 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 1950.99 ms
[2022-04-20 18:03:28 main:581] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.031174 | Time: 1939.12 ms
[2022-04-20 18:03:30 main:581] : INFO : Epoch 1587 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1940.9 ms
[2022-04-20 18:03:32 main:581] : INFO : Epoch 1588 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 1955.53 ms
[2022-04-20 18:03:33 main:581] : INFO : Epoch 1589 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 1940.96 ms
[2022-04-20 18:03:35 main:581] : INFO : Epoch 1590 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 1951.09 ms
[2022-04-20 18:03:37 main:581] : INFO : Epoch 1591 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 1941.57 ms
[2022-04-20 18:03:39 main:581] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 1945.35 ms
[2022-04-20 18:03:41 main:581] : INFO : Epoch 1593 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 1967.9 ms
[2022-04-20 18:03:43 main:581] : INFO : Epoch 1594 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 1935.35 ms
[2022-04-20 18:03:45 main:581] : INFO : Epoch 1595 | loss: 0.0311689 | val_loss: 0.031172 | Time: 1967.81 ms
[2022-04-20 18:03:47 main:581] : INFO : Epoch 1596 | loss: 0.0311683 | val_loss: 0.031173 | Time: 1940.49 ms
[2022-04-20 18:03:49 main:581] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 1940.27 ms
[2022-04-20 18:03:51 main:581] : INFO : Epoch 1598 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 1961.76 ms
[2022-04-20 18:03:53 main:581] : INFO : Epoch 1599 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 1940.12 ms
[2022-04-20 18:03:55 main:581] : INFO : Epoch 1600 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1957.9 ms
[2022-04-20 18:03:57 main:581] : INFO : Epoch 1601 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 1939.83 ms
[2022-04-20 18:03:59 main:581] : INFO : Epoch 1602 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 1933.15 ms
[2022-04-20 18:04:01 main:581] : INFO : Epoch 1603 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 1957.96 ms
[2022-04-20 18:04:03 main:581] : INFO : Epoch 1604 | loss: 0.0311668 | val_loss: 0.03117 | Time: 1942.87 ms
[2022-04-20 18:04:05 main:581] : INFO : Epoch 1605 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 1948.31 ms
[2022-04-20 18:04:07 main:581] : INFO : Epoch 1606 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 1961.01 ms
[2022-04-20 18:04:09 main:581] : INFO : Epoch 1607 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1945.38 ms
[2022-04-20 18:04:10 main:581] : INFO : Epoch 1608 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 1952.83 ms
[2022-04-20 18:04:12 main:581] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 1937.06 ms
[2022-04-20 18:04:14 main:581] : INFO : Epoch 1610 | loss: 0.0311648 | val_loss: 0.03117 | Time: 1944.16 ms
[2022-04-20 18:04:16 main:581] : INFO : Epoch 1611 | loss: 0.0311648 | val_loss: 0.0311692 | Time: 1956.86 ms
[2022-04-20 18:04:18 main:581] : INFO : Epoch 1612 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1941.48 ms
[2022-04-20 18:04:20 main:581] : INFO : Epoch 1613 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1965.97 ms
[2022-04-20 18:04:22 main:581] : INFO : Epoch 1614 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 1933.48 ms
[2022-04-20 18:04:24 main:581] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.031173 | Time: 1938.98 ms
[2022-04-20 18:04:26 main:581] : INFO : Epoch 1616 | loss: 0.031167 | val_loss: 0.0311728 | Time: 1957.64 ms
[2022-04-20 18:04:28 main:581] : INFO : Epoch 1617 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 1936.49 ms
[2022-04-20 18:04:30 main:581] : INFO : Epoch 1618 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 1938.3 ms
[2022-04-20 18:04:32 main:581] : INFO : Epoch 1619 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1938.1 ms
[2022-04-20 18:04:34 main:581] : INFO : Epoch 1620 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 1941.5 ms
[2022-04-20 18:04:36 main:581] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.0311709 | Time: 1955.92 ms
[2022-04-20 18:04:38 main:581] : INFO : Epoch 1622 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 1936.56 ms
[2022-04-20 18:04:40 main:581] : INFO : Epoch 1623 | loss: 0.031164 | val_loss: 0.0311712 | Time: 1942.01 ms
[2022-04-20 18:04:42 main:581] : INFO : Epoch 1624 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 1949.17 ms
[2022-04-20 18:04:44 main:581] : INFO : Epoch 1625 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1936.03 ms
[2022-04-20 18:04:45 main:581] : INFO : Epoch 1626 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1952.13 ms
[2022-04-20 18:04:47 main:581] : INFO : Epoch 1627 | loss: 0.031164 | val_loss: 0.0311704 | Time: 1935.85 ms
[2022-04-20 18:04:49 main:581] : INFO : Epoch 1628 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 1939.49 ms
[2022-04-20 18:04:51 main:581] : INFO : Epoch 1629 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 1955.19 ms
[2022-04-20 18:04:53 main:581] : INFO : Epoch 1630 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 1943.91 ms
[2022-04-20 18:04:55 main:581] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 1961.81 ms
[2022-04-20 18:04:57 main:581] : INFO : Epoch 1632 | loss: 0.0311686 | val_loss: 0.0311707 | Time: 1935.03 ms
[2022-04-20 18:04:59 main:581] : INFO : Epoch 1633 | loss: 0.031168 | val_loss: 0.0311701 | Time: 1934.54 ms
[2022-04-20 18:05:01 main:581] : INFO : Epoch 1634 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1960.31 ms
[2022-04-20 18:05:03 main:581] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 1933.7 ms
[2022-04-20 18:05:05 main:581] : INFO : Epoch 1636 | loss: 0.0311664 | val_loss: 0.031171 | Time: 1959.91 ms
[2022-04-20 18:05:07 main:581] : INFO : Epoch 1637 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1942.53 ms
[2022-04-20 18:05:09 main:581] : INFO : Epoch 1638 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1928.58 ms
[2022-04-20 18:05:11 main:581] : INFO : Epoch 1639 | loss: 0.0311672 | val_loss: 0.031172 | Time: 1953.94 ms
[2022-04-20 18:05:13 main:581] : INFO : Epoch 1640 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 1941.75 ms
[2022-04-20 18:05:15 main:581] : INFO : Epoch 1641 | loss: 0.0311662 | val_loss: 0.0311696 | Time: 1936.74 ms
[2022-04-20 18:05:17 main:581] : INFO : Epoch 1642 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1953.05 ms
[2022-04-20 18:05:19 main:581] : INFO : Epoch 1643 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 1939.05 ms
[2022-04-20 18:05:20 main:581] : INFO : Epoch 1644 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1948.76 ms
[2022-04-20 18:05:22 main:581] : INFO : Epoch 1645 | loss: 0.0312087 | val_loss: 0.0314627 | Time: 1934.98 ms
[2022-04-20 18:05:24 main:581] : INFO : Epoch 1646 | loss: 0.0380457 | val_loss: 0.124315 | Time: 1940.03 ms
[2022-04-20 18:05:26 main:581] : INFO : Epoch 1647 | loss: 0.0510192 | val_loss: 0.0318381 | Time: 1950.65 ms
[2022-04-20 18:05:28 main:581] : INFO : Epoch 1648 | loss: 0.0324032 | val_loss: 0.0317403 | Time: 1934.86 ms
[2022-04-20 18:05:30 main:581] : INFO : Epoch 1649 | loss: 0.0313725 | val_loss: 0.0312926 | Time: 1954.93 ms
[2022-04-20 18:05:32 main:581] : INFO : Epoch 1650 | loss: 0.0312329 | val_loss: 0.0312126 | Time: 1934.22 ms
[2022-04-20 18:05:34 main:581] : INFO : Epoch 1651 | loss: 0.0312046 | val_loss: 0.0311973 | Time: 1946.08 ms
[2022-04-20 18:05:36 main:581] : INFO : Epoch 1652 | loss: 0.0311989 | val_loss: 0.0311961 | Time: 1960.24 ms
[2022-04-20 18:05:38 main:581] : INFO : Epoch 1653 | loss: 0.0311972 | val_loss: 0.031195 | Time: 1938.21 ms
[2022-04-20 18:05:40 main:581] : INFO : Epoch 1654 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 1946.69 ms
[2022-04-20 18:05:42 main:581] : INFO : Epoch 1655 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 1948.5 ms
[2022-04-20 18:05:44 main:581] : INFO : Epoch 1656 | loss: 0.0311914 | val_loss: 0.0311907 | Time: 1944.33 ms
[2022-04-20 18:05:46 main:581] : INFO : Epoch 1657 | loss: 0.03119 | val_loss: 0.0311912 | Time: 1948.7 ms
[2022-04-20 18:05:48 main:581] : INFO : Epoch 1658 | loss: 0.0311886 | val_loss: 0.031188 | Time: 1941.27 ms
[2022-04-20 18:05:50 main:581] : INFO : Epoch 1659 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 1940.53 ms
[2022-04-20 18:05:52 main:581] : INFO : Epoch 1660 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 1942.55 ms
[2022-04-20 18:05:54 main:581] : INFO : Epoch 1661 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1927.66 ms
[2022-04-20 18:05:55 main:581] : INFO : Epoch 1662 | loss: 0.0311867 | val_loss: 0.0311876 | Time: 1954.86 ms
[2022-04-20 18:05:57 main:581] : INFO : Epoch 1663 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 1937.74 ms
[2022-04-20 18:05:59 main:581] : INFO : Epoch 1664 | loss: 0.031187 | val_loss: 0.0311882 | Time: 1934.38 ms
[2022-04-20 18:06:01 main:581] : INFO : Epoch 1665 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 1960.66 ms
[2022-04-20 18:06:03 main:581] : INFO : Epoch 1666 | loss: 0.0311848 | val_loss: 0.0311852 | Time: 1942.62 ms
[2022-04-20 18:06:05 main:581] : INFO : Epoch 1667 | loss: 0.0311846 | val_loss: 0.0311857 | Time: 1966.75 ms
[2022-04-20 18:06:07 main:581] : INFO : Epoch 1668 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 1940.47 ms
[2022-04-20 18:06:09 main:581] : INFO : Epoch 1669 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 1940.79 ms
[2022-04-20 18:06:11 main:581] : INFO : Epoch 1670 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 1948.3 ms
[2022-04-20 18:06:13 main:581] : INFO : Epoch 1671 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 1937.42 ms
[2022-04-20 18:06:15 main:581] : INFO : Epoch 1672 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 1950.01 ms
[2022-04-20 18:06:17 main:581] : INFO : Epoch 1673 | loss: 0.031184 | val_loss: 0.0311853 | Time: 1943.74 ms
[2022-04-20 18:06:19 main:581] : INFO : Epoch 1674 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 1939.36 ms
[2022-04-20 18:06:21 main:581] : INFO : Epoch 1675 | loss: 0.0311828 | val_loss: 0.0311832 | Time: 1958.42 ms
[2022-04-20 18:06:23 main:581] : INFO : Epoch 1676 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 1943.98 ms
[2022-04-20 18:06:25 main:581] : INFO : Epoch 1677 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 1942.07 ms
[2022-04-20 18:06:27 main:581] : INFO : Epoch 1678 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 2212.45 ms
[2022-04-20 18:06:29 main:581] : INFO : Epoch 1679 | loss: 0.0311822 | val_loss: 0.0311842 | Time: 2225.19 ms
[2022-04-20 18:06:31 main:581] : INFO : Epoch 1680 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 2224.28 ms
[2022-04-20 18:06:34 main:581] : INFO : Epoch 1681 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 2220.72 ms
[2022-04-20 18:06:36 main:581] : INFO : Epoch 1682 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 2126.23 ms
[2022-04-20 18:06:38 main:581] : INFO : Epoch 1683 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 1929.5 ms
[2022-04-20 18:06:40 main:581] : INFO : Epoch 1684 | loss: 0.0311825 | val_loss: 0.0311842 | Time: 1934.01 ms
[2022-04-20 18:06:42 main:581] : INFO : Epoch 1685 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 1947.85 ms
[2022-04-20 18:06:43 main:581] : INFO : Epoch 1686 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1939.99 ms
[2022-04-20 18:06:45 main:581] : INFO : Epoch 1687 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 1957.57 ms
[2022-04-20 18:06:47 main:581] : INFO : Epoch 1688 | loss: 0.031181 | val_loss: 0.0311812 | Time: 1936.3 ms
[2022-04-20 18:06:49 main:581] : INFO : Epoch 1689 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 1942.86 ms
[2022-04-20 18:06:51 main:581] : INFO : Epoch 1690 | loss: 0.0311829 | val_loss: 0.0311823 | Time: 1952.51 ms
[2022-04-20 18:06:53 main:581] : INFO : Epoch 1691 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 1943.65 ms
[2022-04-20 18:06:55 main:581] : INFO : Epoch 1692 | loss: 0.031183 | val_loss: 0.0311878 | Time: 1947.88 ms
[2022-04-20 18:06:57 main:581] : INFO : Epoch 1693 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 1935.64 ms
[2022-04-20 18:06:59 main:581] : INFO : Epoch 1694 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 1935.98 ms
[2022-04-20 18:07:01 main:581] : INFO : Epoch 1695 | loss: 0.0311822 | val_loss: 0.031183 | Time: 1944.69 ms
[2022-04-20 18:07:03 main:581] : INFO : Epoch 1696 | loss: 0.0311937 | val_loss: 0.031199 | Time: 1945.1 ms
[2022-04-20 18:07:05 main:581] : INFO : Epoch 1697 | loss: 0.0312024 | val_loss: 0.0312006 | Time: 1949.57 ms
[2022-04-20 18:07:07 main:581] : INFO : Epoch 1698 | loss: 0.0311995 | val_loss: 0.0311953 | Time: 1938.43 ms
[2022-04-20 18:07:09 main:581] : INFO : Epoch 1699 | loss: 0.0311966 | val_loss: 0.031194 | Time: 1931.93 ms
[2022-04-20 18:07:11 main:581] : INFO : Epoch 1700 | loss: 0.0311953 | val_loss: 0.031193 | Time: 1942.92 ms
[2022-04-20 18:07:13 main:581] : INFO : Epoch 1701 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1941.41 ms
[2022-04-20 18:07:15 main:581] : INFO : Epoch 1702 | loss: 0.0311937 | val_loss: 0.0311913 | Time: 1937.07 ms
[2022-04-20 18:07:16 main:581] : INFO : Epoch 1703 | loss: 0.0311957 | val_loss: 0.0311926 | Time: 1964.85 ms
[2022-04-20 18:07:18 main:581] : INFO : Epoch 1704 | loss: 0.0311967 | val_loss: 0.0311946 | Time: 1941.88 ms
[2022-04-20 18:07:20 main:581] : INFO : Epoch 1705 | loss: 0.0311937 | val_loss: 0.0311895 | Time: 1955.64 ms
[2022-04-20 18:07:22 main:581] : INFO : Epoch 1706 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 1934.01 ms
[2022-04-20 18:07:24 main:581] : INFO : Epoch 1707 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 1941.66 ms
[2022-04-20 18:07:26 main:581] : INFO : Epoch 1708 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 1953.95 ms
[2022-04-20 18:07:28 main:581] : INFO : Epoch 1709 | loss: 0.0311935 | val_loss: 0.0311909 | Time: 1936.91 ms
[2022-04-20 18:07:30 main:581] : INFO : Epoch 1710 | loss: 0.0311933 | val_loss: 0.0311926 | Time: 1946.35 ms
[2022-04-20 18:07:32 main:581] : INFO : Epoch 1711 | loss: 0.0311909 | val_loss: 0.0311879 | Time: 1933.62 ms
[2022-04-20 18:07:34 main:581] : INFO : Epoch 1712 | loss: 0.0311899 | val_loss: 0.0311919 | Time: 1940.72 ms
[2022-04-20 18:07:36 main:581] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311901 | Time: 1964.96 ms
[2022-04-20 18:07:38 main:581] : INFO : Epoch 1714 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 1942.07 ms
[2022-04-20 18:07:40 main:581] : INFO : Epoch 1715 | loss: 0.0311918 | val_loss: 0.0311903 | Time: 1947.05 ms
[2022-04-20 18:07:42 main:581] : INFO : Epoch 1716 | loss: 0.0311913 | val_loss: 0.0311896 | Time: 1943.09 ms
[2022-04-20 18:07:44 main:581] : INFO : Epoch 1717 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 1942.9 ms
[2022-04-20 18:07:46 main:581] : INFO : Epoch 1718 | loss: 0.0311914 | val_loss: 0.0311901 | Time: 1947.52 ms
[2022-04-20 18:07:48 main:581] : INFO : Epoch 1719 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 1937.09 ms
[2022-04-20 18:07:50 main:581] : INFO : Epoch 1720 | loss: 0.0311908 | val_loss: 0.0311886 | Time: 1944.86 ms
[2022-04-20 18:07:52 main:581] : INFO : Epoch 1721 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 1963.93 ms
[2022-04-20 18:07:53 main:581] : INFO : Epoch 1722 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 1935.25 ms
[2022-04-20 18:07:55 main:581] : INFO : Epoch 1723 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 1938.81 ms
[2022-04-20 18:07:57 main:581] : INFO : Epoch 1724 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1933.75 ms
[2022-04-20 18:07:59 main:581] : INFO : Epoch 1725 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 1931.62 ms
[2022-04-20 18:08:01 main:581] : INFO : Epoch 1726 | loss: 0.0311889 | val_loss: 0.0311886 | Time: 1960.84 ms
[2022-04-20 18:08:03 main:581] : INFO : Epoch 1727 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 1937.51 ms
[2022-04-20 18:08:05 main:581] : INFO : Epoch 1728 | loss: 0.0311892 | val_loss: 0.031188 | Time: 1954.92 ms
[2022-04-20 18:08:07 main:581] : INFO : Epoch 1729 | loss: 0.0311878 | val_loss: 0.0311877 | Time: 1932.18 ms
[2022-04-20 18:08:09 main:581] : INFO : Epoch 1730 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 1931.29 ms
[2022-04-20 18:08:11 main:581] : INFO : Epoch 1731 | loss: 0.0311889 | val_loss: 0.0311892 | Time: 1957.07 ms
[2022-04-20 18:08:13 main:581] : INFO : Epoch 1732 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 1942.45 ms
[2022-04-20 18:08:15 main:581] : INFO : Epoch 1733 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 1939.55 ms
[2022-04-20 18:08:17 main:581] : INFO : Epoch 1734 | loss: 0.0311916 | val_loss: 0.0311882 | Time: 1937.59 ms
[2022-04-20 18:08:19 main:581] : INFO : Epoch 1735 | loss: 0.0311899 | val_loss: 0.0311896 | Time: 1935.19 ms
[2022-04-20 18:08:21 main:581] : INFO : Epoch 1736 | loss: 0.031189 | val_loss: 0.0311866 | Time: 1954.31 ms
[2022-04-20 18:08:23 main:581] : INFO : Epoch 1737 | loss: 0.0311889 | val_loss: 0.031188 | Time: 1937.73 ms
[2022-04-20 18:08:25 main:581] : INFO : Epoch 1738 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1935.72 ms
[2022-04-20 18:08:26 main:581] : INFO : Epoch 1739 | loss: 0.0311882 | val_loss: 0.0311863 | Time: 1963.41 ms
[2022-04-20 18:08:28 main:581] : INFO : Epoch 1740 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1945.4 ms
[2022-04-20 18:08:30 main:581] : INFO : Epoch 1741 | loss: 0.0311871 | val_loss: 0.0311851 | Time: 1950.03 ms
[2022-04-20 18:08:32 main:581] : INFO : Epoch 1742 | loss: 0.0311869 | val_loss: 0.0311859 | Time: 1936.49 ms
[2022-04-20 18:08:34 main:581] : INFO : Epoch 1743 | loss: 0.0311868 | val_loss: 0.0311849 | Time: 1937.96 ms
[2022-04-20 18:08:36 main:581] : INFO : Epoch 1744 | loss: 0.0311875 | val_loss: 0.0311843 | Time: 1952.48 ms
[2022-04-20 18:08:38 main:581] : INFO : Epoch 1745 | loss: 0.0311864 | val_loss: 0.0311836 | Time: 1940.2 ms
[2022-04-20 18:08:40 main:581] : INFO : Epoch 1746 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 1950.41 ms
[2022-04-20 18:08:42 main:581] : INFO : Epoch 1747 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 1936.76 ms
[2022-04-20 18:08:44 main:581] : INFO : Epoch 1748 | loss: 0.0311873 | val_loss: 0.0311849 | Time: 1930.57 ms
[2022-04-20 18:08:46 main:581] : INFO : Epoch 1749 | loss: 0.031185 | val_loss: 0.0311838 | Time: 1948.59 ms
[2022-04-20 18:08:48 main:581] : INFO : Epoch 1750 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 1930.36 ms
[2022-04-20 18:08:50 main:581] : INFO : Epoch 1751 | loss: 0.0311858 | val_loss: 0.0311842 | Time: 1942.73 ms
[2022-04-20 18:08:52 main:581] : INFO : Epoch 1752 | loss: 0.031185 | val_loss: 0.0311876 | Time: 1937.9 ms
[2022-04-20 18:08:54 main:581] : INFO : Epoch 1753 | loss: 0.0311853 | val_loss: 0.0311835 | Time: 1941.29 ms
[2022-04-20 18:08:56 main:581] : INFO : Epoch 1754 | loss: 0.0311851 | val_loss: 0.031192 | Time: 1945.22 ms
[2022-04-20 18:08:58 main:581] : INFO : Epoch 1755 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 1932.52 ms
[2022-04-20 18:08:59 main:581] : INFO : Epoch 1756 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 1939.37 ms
[2022-04-20 18:09:01 main:581] : INFO : Epoch 1757 | loss: 0.031184 | val_loss: 0.0311843 | Time: 2012.05 ms
[2022-04-20 18:09:03 main:581] : INFO : Epoch 1758 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 1939.42 ms
[2022-04-20 18:09:05 main:581] : INFO : Epoch 1759 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 1955.61 ms
[2022-04-20 18:09:07 main:581] : INFO : Epoch 1760 | loss: 0.0311851 | val_loss: 0.0311838 | Time: 1933.87 ms
[2022-04-20 18:09:09 main:581] : INFO : Epoch 1761 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 1937.35 ms
[2022-04-20 18:09:11 main:581] : INFO : Epoch 1762 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 1937.43 ms
[2022-04-20 18:09:13 main:581] : INFO : Epoch 1763 | loss: 0.0311824 | val_loss: 0.0311825 | Time: 1929.55 ms
[2022-04-20 18:09:15 main:581] : INFO : Epoch 1764 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 1935.69 ms
[2022-04-20 18:09:17 main:581] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.0311824 | Time: 1935.91 ms
[2022-04-20 18:09:19 main:581] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 1939.69 ms
[2022-04-20 18:09:21 main:581] : INFO : Epoch 1767 | loss: 0.0311842 | val_loss: 0.0311818 | Time: 1949.4 ms
[2022-04-20 18:09:23 main:581] : INFO : Epoch 1768 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1942.55 ms
[2022-04-20 18:09:25 main:581] : INFO : Epoch 1769 | loss: 0.0311851 | val_loss: 0.0311845 | Time: 1945.44 ms
[2022-04-20 18:09:27 main:581] : INFO : Epoch 1770 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 1947.78 ms
[2022-04-20 18:09:29 main:581] : INFO : Epoch 1771 | loss: 0.031185 | val_loss: 0.0311818 | Time: 1935.87 ms
[2022-04-20 18:09:31 main:581] : INFO : Epoch 1772 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 1959.98 ms
[2022-04-20 18:09:33 main:581] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 1933.74 ms
[2022-04-20 18:09:34 main:581] : INFO : Epoch 1774 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 1932.08 ms
[2022-04-20 18:09:36 main:581] : INFO : Epoch 1775 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 1950.13 ms
[2022-04-20 18:09:38 main:581] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 1939.85 ms
[2022-04-20 18:09:40 main:581] : INFO : Epoch 1777 | loss: 0.0311908 | val_loss: 0.0311893 | Time: 2013.09 ms
[2022-04-20 18:09:43 main:581] : INFO : Epoch 1778 | loss: 0.031191 | val_loss: 0.0311891 | Time: 2162.71 ms
[2022-04-20 18:09:45 main:581] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0311904 | Time: 2159.1 ms
[2022-04-20 18:09:47 main:581] : INFO : Epoch 1780 | loss: 0.0311879 | val_loss: 0.0311876 | Time: 1991.84 ms
[2022-04-20 18:09:49 main:581] : INFO : Epoch 1781 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 1940.76 ms
[2022-04-20 18:09:51 main:581] : INFO : Epoch 1782 | loss: 0.0311876 | val_loss: 0.0311841 | Time: 1946.35 ms
[2022-04-20 18:09:53 main:581] : INFO : Epoch 1783 | loss: 0.031186 | val_loss: 0.0311841 | Time: 1941.29 ms
[2022-04-20 18:09:54 main:581] : INFO : Epoch 1784 | loss: 0.0311844 | val_loss: 0.0311834 | Time: 1935.47 ms
[2022-04-20 18:09:56 main:581] : INFO : Epoch 1785 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1936.92 ms
[2022-04-20 18:09:58 main:581] : INFO : Epoch 1786 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 1939.21 ms
[2022-04-20 18:10:00 main:581] : INFO : Epoch 1787 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 1953.22 ms
[2022-04-20 18:10:02 main:581] : INFO : Epoch 1788 | loss: 0.0311839 | val_loss: 0.0311842 | Time: 1940.59 ms
[2022-04-20 18:10:04 main:581] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 1943.42 ms
[2022-04-20 18:10:06 main:581] : INFO : Epoch 1790 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 1965.26 ms
[2022-04-20 18:10:08 main:581] : INFO : Epoch 1791 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1944.15 ms
[2022-04-20 18:10:10 main:581] : INFO : Epoch 1792 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1961.78 ms
[2022-04-20 18:10:12 main:581] : INFO : Epoch 1793 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1947.06 ms
[2022-04-20 18:10:14 main:581] : INFO : Epoch 1794 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 1942.97 ms
[2022-04-20 18:10:16 main:581] : INFO : Epoch 1795 | loss: 0.03118 | val_loss: 0.0311831 | Time: 1959.71 ms
[2022-04-20 18:10:18 main:581] : INFO : Epoch 1796 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1940.11 ms
[2022-04-20 18:10:20 main:581] : INFO : Epoch 1797 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 1941.84 ms
[2022-04-20 18:10:22 main:581] : INFO : Epoch 1798 | loss: 0.0311861 | val_loss: 0.0311864 | Time: 1938.84 ms
[2022-04-20 18:10:24 main:581] : INFO : Epoch 1799 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 1935.26 ms
[2022-04-20 18:10:26 main:581] : INFO : Epoch 1800 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1950.62 ms
[2022-04-20 18:10:28 main:581] : INFO : Epoch 1801 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 1947.81 ms
[2022-04-20 18:10:29 main:581] : INFO : Epoch 1802 | loss: 0.0311843 | val_loss: 0.0311825 | Time: 1942.01 ms
[2022-04-20 18:10:31 main:581] : INFO : Epoch 1803 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1949.9 ms
[2022-04-20 18:10:33 main:581] : INFO : Epoch 1804 | loss: 0.0311806 | val_loss: 0.031187 | Time: 1941.89 ms
[2022-04-20 18:10:35 main:581] : INFO : Epoch 1805 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 1946.14 ms
[2022-04-20 18:10:37 main:581] : INFO : Epoch 1806 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 1942.61 ms
[2022-04-20 18:10:39 main:581] : INFO : Epoch 1807 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 1942.94 ms
[2022-04-20 18:10:41 main:581] : INFO : Epoch 1808 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 1950.77 ms
[2022-04-20 18:10:43 main:581] : INFO : Epoch 1809 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1938.93 ms
[2022-04-20 18:10:45 main:581] : INFO : Epoch 1810 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 1952.44 ms
[2022-04-20 18:10:47 main:581] : INFO : Epoch 1811 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1932.55 ms
[2022-04-20 18:10:49 main:581] : INFO : Epoch 1812 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1938.4 ms
[2022-04-20 18:10:51 main:581] : INFO : Epoch 1813 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1950.67 ms
[2022-04-20 18:10:53 main:581] : INFO : Epoch 1814 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1939.33 ms
[2022-04-20 18:10:55 main:581] : INFO : Epoch 1815 | loss: 0.0311786 | val_loss: 0.031178 | Time: 1940.65 ms
[2022-04-20 18:10:57 main:581] : INFO : Epoch 1816 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1946.96 ms
[2022-04-20 18:10:59 main:581] : INFO : Epoch 1817 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 1939.9 ms
[2022-04-20 18:11:01 main:581] : INFO : Epoch 1818 | loss: 0.0311772 | val_loss: 0.031179 | Time: 1950.31 ms
[2022-04-20 18:11:03 main:581] : INFO : Epoch 1819 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 1931.46 ms
[2022-04-20 18:11:04 main:581] : INFO : Epoch 1820 | loss: 0.031176 | val_loss: 0.0311783 | Time: 1935.71 ms
[2022-04-20 18:11:06 main:581] : INFO : Epoch 1821 | loss: 0.031177 | val_loss: 0.0311853 | Time: 1960.08 ms
[2022-04-20 18:11:08 main:581] : INFO : Epoch 1822 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 1935.1 ms
[2022-04-20 18:11:10 main:581] : INFO : Epoch 1823 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 1947.76 ms
[2022-04-20 18:11:12 main:581] : INFO : Epoch 1824 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1931 ms
[2022-04-20 18:11:14 main:581] : INFO : Epoch 1825 | loss: 0.031176 | val_loss: 0.0311777 | Time: 1931.3 ms
[2022-04-20 18:11:16 main:581] : INFO : Epoch 1826 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1938.36 ms
[2022-04-20 18:11:18 main:581] : INFO : Epoch 1827 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1940.39 ms
[2022-04-20 18:11:20 main:581] : INFO : Epoch 1828 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1961.41 ms
[2022-04-20 18:11:22 main:581] : INFO : Epoch 1829 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1941.74 ms
[2022-04-20 18:11:24 main:581] : INFO : Epoch 1830 | loss: 0.0311728 | val_loss: 0.031179 | Time: 1935.18 ms
[2022-04-20 18:11:26 main:581] : INFO : Epoch 1831 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1959.53 ms
[2022-04-20 18:11:28 main:581] : INFO : Epoch 1832 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 1934.02 ms
[2022-04-20 18:11:30 main:581] : INFO : Epoch 1833 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 1942.06 ms
[2022-04-20 18:11:32 main:581] : INFO : Epoch 1834 | loss: 0.031175 | val_loss: 0.0311728 | Time: 1941.45 ms
[2022-04-20 18:11:34 main:581] : INFO : Epoch 1835 | loss: 0.031174 | val_loss: 0.031172 | Time: 1936.09 ms
[2022-04-20 18:11:36 main:581] : INFO : Epoch 1836 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 1965.16 ms
[2022-04-20 18:11:38 main:581] : INFO : Epoch 1837 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 1934.18 ms
[2022-04-20 18:11:39 main:581] : INFO : Epoch 1838 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 1933.94 ms
[2022-04-20 18:11:41 main:581] : INFO : Epoch 1839 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 1958.63 ms
[2022-04-20 18:11:43 main:581] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 1938.43 ms
[2022-04-20 18:11:45 main:581] : INFO : Epoch 1841 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 1958.55 ms
[2022-04-20 18:11:47 main:581] : INFO : Epoch 1842 | loss: 0.0311748 | val_loss: 0.0311725 | Time: 1933.6 ms
[2022-04-20 18:11:49 main:581] : INFO : Epoch 1843 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 1940.08 ms
[2022-04-20 18:11:51 main:581] : INFO : Epoch 1844 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 1957.69 ms
[2022-04-20 18:11:53 main:581] : INFO : Epoch 1845 | loss: 0.0311709 | val_loss: 0.0311717 | Time: 1934.03 ms
[2022-04-20 18:11:55 main:581] : INFO : Epoch 1846 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 1947.25 ms
[2022-04-20 18:11:57 main:581] : INFO : Epoch 1847 | loss: 0.0311718 | val_loss: 0.0311703 | Time: 1949.95 ms
[2022-04-20 18:11:59 main:581] : INFO : Epoch 1848 | loss: 0.0311705 | val_loss: 0.0311708 | Time: 1936.9 ms
[2022-04-20 18:12:01 main:581] : INFO : Epoch 1849 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 1957.7 ms
[2022-04-20 18:12:03 main:581] : INFO : Epoch 1850 | loss: 0.0311703 | val_loss: 0.0311717 | Time: 1939.22 ms
[2022-04-20 18:12:05 main:581] : INFO : Epoch 1851 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 1951.51 ms
[2022-04-20 18:12:07 main:581] : INFO : Epoch 1852 | loss: 0.0311689 | val_loss: 0.0311694 | Time: 1952.53 ms
[2022-04-20 18:12:09 main:581] : INFO : Epoch 1853 | loss: 0.0311693 | val_loss: 0.0311694 | Time: 1933.93 ms
[2022-04-20 18:12:11 main:581] : INFO : Epoch 1854 | loss: 0.03117 | val_loss: 0.0311734 | Time: 1969.99 ms
[2022-04-20 18:12:13 main:581] : INFO : Epoch 1855 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 1941.6 ms
[2022-04-20 18:12:14 main:581] : INFO : Epoch 1856 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 1944.01 ms
[2022-04-20 18:12:16 main:581] : INFO : Epoch 1857 | loss: 0.0311726 | val_loss: 0.0311702 | Time: 1961.6 ms
[2022-04-20 18:12:18 main:581] : INFO : Epoch 1858 | loss: 0.0311688 | val_loss: 0.0311679 | Time: 1945.15 ms
[2022-04-20 18:12:20 main:581] : INFO : Epoch 1859 | loss: 0.0311696 | val_loss: 0.0311697 | Time: 1958.05 ms
[2022-04-20 18:12:22 main:581] : INFO : Epoch 1860 | loss: 0.0311711 | val_loss: 0.031169 | Time: 1931.96 ms
[2022-04-20 18:12:24 main:581] : INFO : Epoch 1861 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 1937.61 ms
[2022-04-20 18:12:26 main:581] : INFO : Epoch 1862 | loss: 0.0311688 | val_loss: 0.0311688 | Time: 1959.83 ms
[2022-04-20 18:12:28 main:581] : INFO : Epoch 1863 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 1944.48 ms
[2022-04-20 18:12:30 main:581] : INFO : Epoch 1864 | loss: 0.0311696 | val_loss: 0.0311688 | Time: 1956.8 ms
[2022-04-20 18:12:32 main:581] : INFO : Epoch 1865 | loss: 0.0311684 | val_loss: 0.0311673 | Time: 1944.03 ms
[2022-04-20 18:12:34 main:581] : INFO : Epoch 1866 | loss: 0.031167 | val_loss: 0.0311675 | Time: 1940.83 ms
[2022-04-20 18:12:36 main:581] : INFO : Epoch 1867 | loss: 0.0311677 | val_loss: 0.0311675 | Time: 1957.93 ms
[2022-04-20 18:12:38 main:581] : INFO : Epoch 1868 | loss: 0.0311678 | val_loss: 0.0311692 | Time: 1944.58 ms
[2022-04-20 18:12:40 main:581] : INFO : Epoch 1869 | loss: 0.0311682 | val_loss: 0.0311686 | Time: 1943.92 ms
[2022-04-20 18:12:42 main:581] : INFO : Epoch 1870 | loss: 0.0311668 | val_loss: 0.0311677 | Time: 1939.25 ms
[2022-04-20 18:12:44 main:581] : INFO : Epoch 1871 | loss: 0.031166 | val_loss: 0.0311684 | Time: 1934.33 ms
[2022-04-20 18:12:46 main:581] : INFO : Epoch 1872 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 1945.42 ms
[2022-04-20 18:12:48 main:581] : INFO : Epoch 1873 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 1936.5 ms
[2022-04-20 18:12:50 main:581] : INFO : Epoch 1874 | loss: 0.0311674 | val_loss: 0.0311675 | Time: 1939.38 ms
[2022-04-20 18:12:51 main:581] : INFO : Epoch 1875 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 1960.71 ms
[2022-04-20 18:12:53 main:581] : INFO : Epoch 1876 | loss: 0.031165 | val_loss: 0.0311671 | Time: 1934.72 ms
[2022-04-20 18:12:55 main:581] : INFO : Epoch 1877 | loss: 0.0311654 | val_loss: 0.0311671 | Time: 1939.62 ms
[2022-04-20 18:12:57 main:581] : INFO : Epoch 1878 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 1936.48 ms
[2022-04-20 18:12:59 main:581] : INFO : Epoch 1879 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 1940.03 ms
[2022-04-20 18:13:01 main:581] : INFO : Epoch 1880 | loss: 0.0311674 | val_loss: 0.0311684 | Time: 1944.97 ms
[2022-04-20 18:13:03 main:581] : INFO : Epoch 1881 | loss: 0.031166 | val_loss: 0.0311672 | Time: 1937.2 ms
[2022-04-20 18:13:05 main:581] : INFO : Epoch 1882 | loss: 0.031166 | val_loss: 0.0311707 | Time: 1950.68 ms
[2022-04-20 18:13:07 main:581] : INFO : Epoch 1883 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 1944.46 ms
[2022-04-20 18:13:09 main:581] : INFO : Epoch 1884 | loss: 0.0311663 | val_loss: 0.0311672 | Time: 1935.78 ms
[2022-04-20 18:13:11 main:581] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311668 | Time: 1944.02 ms
[2022-04-20 18:13:13 main:581] : INFO : Epoch 1886 | loss: 0.0311649 | val_loss: 0.0311664 | Time: 1937.2 ms
[2022-04-20 18:13:15 main:581] : INFO : Epoch 1887 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 1950.67 ms
[2022-04-20 18:13:17 main:581] : INFO : Epoch 1888 | loss: 0.0311654 | val_loss: 0.0311676 | Time: 1936.1 ms
[2022-04-20 18:13:19 main:581] : INFO : Epoch 1889 | loss: 0.0311678 | val_loss: 0.0311668 | Time: 1937.52 ms
[2022-04-20 18:13:21 main:581] : INFO : Epoch 1890 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 1941.23 ms
[2022-04-20 18:13:23 main:581] : INFO : Epoch 1891 | loss: 0.0311648 | val_loss: 0.0311663 | Time: 1942.75 ms
[2022-04-20 18:13:24 main:581] : INFO : Epoch 1892 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 1939.61 ms
[2022-04-20 18:13:26 main:581] : INFO : Epoch 1893 | loss: 0.0311645 | val_loss: 0.0311686 | Time: 1956.78 ms
[2022-04-20 18:13:28 main:581] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311676 | Time: 1946.31 ms
[2022-04-20 18:13:30 main:581] : INFO : Epoch 1895 | loss: 0.0311646 | val_loss: 0.0311672 | Time: 1950.36 ms
[2022-04-20 18:13:32 main:581] : INFO : Epoch 1896 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 1930.53 ms
[2022-04-20 18:13:34 main:581] : INFO : Epoch 1897 | loss: 0.0311669 | val_loss: 0.0311665 | Time: 1939.89 ms
[2022-04-20 18:13:36 main:581] : INFO : Epoch 1898 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 1955.22 ms
[2022-04-20 18:13:38 main:581] : INFO : Epoch 1899 | loss: 0.0311645 | val_loss: 0.0311663 | Time: 1926.83 ms
[2022-04-20 18:13:40 main:581] : INFO : Epoch 1900 | loss: 0.031164 | val_loss: 0.0311647 | Time: 1943.63 ms
[2022-04-20 18:13:42 main:581] : INFO : Epoch 1901 | loss: 0.031164 | val_loss: 0.0311666 | Time: 1942.17 ms
[2022-04-20 18:13:44 main:581] : INFO : Epoch 1902 | loss: 0.031165 | val_loss: 0.0311669 | Time: 1944.15 ms
[2022-04-20 18:13:46 main:581] : INFO : Epoch 1903 | loss: 0.0311657 | val_loss: 0.0311658 | Time: 1974.02 ms
[2022-04-20 18:13:48 main:581] : INFO : Epoch 1904 | loss: 0.0311684 | val_loss: 0.031168 | Time: 1936.3 ms
[2022-04-20 18:13:50 main:581] : INFO : Epoch 1905 | loss: 0.0311685 | val_loss: 0.0311673 | Time: 1937.79 ms
[2022-04-20 18:13:52 main:581] : INFO : Epoch 1906 | loss: 0.0311676 | val_loss: 0.0311682 | Time: 1952.78 ms
[2022-04-20 18:13:54 main:581] : INFO : Epoch 1907 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 1930.59 ms
[2022-04-20 18:13:56 main:581] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 1946.51 ms
[2022-04-20 18:13:58 main:581] : INFO : Epoch 1909 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 1936.96 ms
[2022-04-20 18:13:59 main:581] : INFO : Epoch 1910 | loss: 0.0311674 | val_loss: 0.031166 | Time: 1935.97 ms
[2022-04-20 18:14:01 main:581] : INFO : Epoch 1911 | loss: 0.0311658 | val_loss: 0.0311652 | Time: 1950.23 ms
[2022-04-20 18:14:03 main:581] : INFO : Epoch 1912 | loss: 0.0311651 | val_loss: 0.0311671 | Time: 1939.73 ms
[2022-04-20 18:14:05 main:581] : INFO : Epoch 1913 | loss: 0.0311646 | val_loss: 0.031165 | Time: 1952.92 ms
[2022-04-20 18:14:07 main:581] : INFO : Epoch 1914 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1941.19 ms
[2022-04-20 18:14:09 main:581] : INFO : Epoch 1915 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1936.28 ms
[2022-04-20 18:14:11 main:581] : INFO : Epoch 1916 | loss: 0.0311685 | val_loss: 0.031168 | Time: 1960.21 ms
[2022-04-20 18:14:13 main:581] : INFO : Epoch 1917 | loss: 0.0311682 | val_loss: 0.0311673 | Time: 1940.57 ms
[2022-04-20 18:14:15 main:581] : INFO : Epoch 1918 | loss: 0.0311674 | val_loss: 0.0311657 | Time: 1943.02 ms
[2022-04-20 18:14:17 main:581] : INFO : Epoch 1919 | loss: 0.0311669 | val_loss: 0.0311664 | Time: 1934.52 ms
[2022-04-20 18:14:19 main:581] : INFO : Epoch 1920 | loss: 0.031168 | val_loss: 0.0311659 | Time: 1928.14 ms
[2022-04-20 18:14:21 main:581] : INFO : Epoch 1921 | loss: 0.0311667 | val_loss: 0.0311671 | Time: 1934.83 ms
[2022-04-20 18:14:23 main:581] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.0311686 | Time: 1927.87 ms
[2022-04-20 18:14:25 main:581] : INFO : Epoch 1923 | loss: 0.0311704 | val_loss: 0.0311688 | Time: 1934.66 ms
[2022-04-20 18:14:27 main:581] : INFO : Epoch 1924 | loss: 0.03117 | val_loss: 0.0311696 | Time: 1936.85 ms
[2022-04-20 18:14:29 main:581] : INFO : Epoch 1925 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1931.61 ms
[2022-04-20 18:14:31 main:581] : INFO : Epoch 1926 | loss: 0.0311716 | val_loss: 0.0311677 | Time: 1953.53 ms
[2022-04-20 18:14:32 main:581] : INFO : Epoch 1927 | loss: 0.0311695 | val_loss: 0.0311697 | Time: 1937.95 ms
[2022-04-20 18:14:34 main:581] : INFO : Epoch 1928 | loss: 0.0311682 | val_loss: 0.0311673 | Time: 1933.33 ms
[2022-04-20 18:14:36 main:581] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311676 | Time: 1949.61 ms
[2022-04-20 18:14:38 main:581] : INFO : Epoch 1930 | loss: 0.0311666 | val_loss: 0.0311672 | Time: 1936.65 ms
[2022-04-20 18:14:40 main:581] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.031167 | Time: 1950.73 ms
[2022-04-20 18:14:42 main:581] : INFO : Epoch 1932 | loss: 0.0311657 | val_loss: 0.0311676 | Time: 1934.31 ms
[2022-04-20 18:14:44 main:581] : INFO : Epoch 1933 | loss: 0.0311665 | val_loss: 0.0311659 | Time: 1936.66 ms
[2022-04-20 18:14:46 main:581] : INFO : Epoch 1934 | loss: 0.0311666 | val_loss: 0.0311684 | Time: 1948.86 ms
[2022-04-20 18:14:48 main:581] : INFO : Epoch 1935 | loss: 0.0311676 | val_loss: 0.031171 | Time: 1936.73 ms
[2022-04-20 18:14:50 main:581] : INFO : Epoch 1936 | loss: 0.0311686 | val_loss: 0.0311688 | Time: 1950.04 ms
[2022-04-20 18:14:52 main:581] : INFO : Epoch 1937 | loss: 0.0311657 | val_loss: 0.0311662 | Time: 1933.25 ms
[2022-04-20 18:14:54 main:581] : INFO : Epoch 1938 | loss: 0.0311651 | val_loss: 0.0311661 | Time: 1926.93 ms
[2022-04-20 18:14:56 main:581] : INFO : Epoch 1939 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 1933.88 ms
[2022-04-20 18:14:58 main:581] : INFO : Epoch 1940 | loss: 0.031166 | val_loss: 0.0311687 | Time: 1933.79 ms
[2022-04-20 18:15:00 main:581] : INFO : Epoch 1941 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1935.31 ms
[2022-04-20 18:15:02 main:581] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 1952.35 ms
[2022-04-20 18:15:03 main:581] : INFO : Epoch 1943 | loss: 0.031164 | val_loss: 0.0311686 | Time: 1939.39 ms
[2022-04-20 18:15:05 main:581] : INFO : Epoch 1944 | loss: 0.0311657 | val_loss: 0.031169 | Time: 1948.91 ms
[2022-04-20 18:15:07 main:581] : INFO : Epoch 1945 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 1945.61 ms
[2022-04-20 18:15:09 main:581] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 1939.42 ms
[2022-04-20 18:15:11 main:581] : INFO : Epoch 1947 | loss: 0.0311661 | val_loss: 0.0311679 | Time: 1947.34 ms
[2022-04-20 18:15:13 main:581] : INFO : Epoch 1948 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1940.75 ms
[2022-04-20 18:15:15 main:581] : INFO : Epoch 1949 | loss: 0.031166 | val_loss: 0.0311667 | Time: 1965.88 ms
[2022-04-20 18:15:17 main:581] : INFO : Epoch 1950 | loss: 0.031166 | val_loss: 0.0311695 | Time: 1938.91 ms
[2022-04-20 18:15:19 main:581] : INFO : Epoch 1951 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1938.59 ms
[2022-04-20 18:15:21 main:581] : INFO : Epoch 1952 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 1953.87 ms
[2022-04-20 18:15:23 main:581] : INFO : Epoch 1953 | loss: 0.031168 | val_loss: 0.0311708 | Time: 1942.57 ms
[2022-04-20 18:15:25 main:581] : INFO : Epoch 1954 | loss: 0.0311677 | val_loss: 0.031169 | Time: 1951.66 ms
[2022-04-20 18:15:27 main:581] : INFO : Epoch 1955 | loss: 0.0311679 | val_loss: 0.031168 | Time: 1943.72 ms
[2022-04-20 18:15:29 main:581] : INFO : Epoch 1956 | loss: 0.0311672 | val_loss: 0.031172 | Time: 1942.44 ms
[2022-04-20 18:15:31 main:581] : INFO : Epoch 1957 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 1959.43 ms
[2022-04-20 18:15:33 main:581] : INFO : Epoch 1958 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 1937 ms
[2022-04-20 18:15:35 main:581] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1951.24 ms
[2022-04-20 18:15:37 main:581] : INFO : Epoch 1960 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 1950.36 ms
[2022-04-20 18:15:39 main:581] : INFO : Epoch 1961 | loss: 0.0311671 | val_loss: 0.0311697 | Time: 1943.63 ms
[2022-04-20 18:15:40 main:581] : INFO : Epoch 1962 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 1964.79 ms
[2022-04-20 18:15:42 main:581] : INFO : Epoch 1963 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 1929.91 ms
[2022-04-20 18:15:44 main:581] : INFO : Epoch 1964 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 1938.56 ms
[2022-04-20 18:15:46 main:581] : INFO : Epoch 1965 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 1939 ms
[2022-04-20 18:15:48 main:581] : INFO : Epoch 1966 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 1935.21 ms
[2022-04-20 18:15:50 main:581] : INFO : Epoch 1967 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 1945.82 ms
[2022-04-20 18:15:52 main:581] : INFO : Epoch 1968 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 1934.86 ms
[2022-04-20 18:15:54 main:581] : INFO : Epoch 1969 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 1943.16 ms
[2022-04-20 18:15:56 main:581] : INFO : Epoch 1970 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 1953.5 ms
[2022-04-20 18:15:58 main:581] : INFO : Epoch 1971 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 1944.77 ms
[2022-04-20 18:16:00 main:581] : INFO : Epoch 1972 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 1948.3 ms
[2022-04-20 18:16:02 main:581] : INFO : Epoch 1973 | loss: 0.0311688 | val_loss: 0.0311712 | Time: 1943.99 ms
[2022-04-20 18:16:04 main:581] : INFO : Epoch 1974 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 1942.58 ms
[2022-04-20 18:16:06 main:581] : INFO : Epoch 1975 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 1953.31 ms
[2022-04-20 18:16:08 main:581] : INFO : Epoch 1976 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1943.51 ms
[2022-04-20 18:16:10 main:581] : INFO : Epoch 1977 | loss: 0.031168 | val_loss: 0.0311682 | Time: 1933 ms
[2022-04-20 18:16:12 main:581] : INFO : Epoch 1978 | loss: 0.0311679 | val_loss: 0.0311678 | Time: 1940.71 ms
[2022-04-20 18:16:14 main:581] : INFO : Epoch 1979 | loss: 0.031165 | val_loss: 0.0311684 | Time: 1943.9 ms
[2022-04-20 18:16:15 main:581] : INFO : Epoch 1980 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 1959.93 ms
[2022-04-20 18:16:17 main:581] : INFO : Epoch 1981 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 1941.56 ms
[2022-04-20 18:16:19 main:581] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1944.9 ms
[2022-04-20 18:16:21 main:581] : INFO : Epoch 1983 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 1955.31 ms
[2022-04-20 18:16:23 main:581] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 1933.32 ms
[2022-04-20 18:16:25 main:581] : INFO : Epoch 1985 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 1951.51 ms
[2022-04-20 18:16:27 main:581] : INFO : Epoch 1986 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1941.79 ms
[2022-04-20 18:16:29 main:581] : INFO : Epoch 1987 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 1934.77 ms
[2022-04-20 18:16:31 main:581] : INFO : Epoch 1988 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 1965.83 ms
[2022-04-20 18:16:33 main:581] : INFO : Epoch 1989 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 1942.27 ms
[2022-04-20 18:16:35 main:581] : INFO : Epoch 1990 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 1961.12 ms
[2022-04-20 18:16:37 main:581] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 1939.25 ms
[2022-04-20 18:16:39 main:581] : INFO : Epoch 1992 | loss: 0.0311665 | val_loss: 0.0311683 | Time: 1935.11 ms
[2022-04-20 18:16:41 main:581] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311673 | Time: 1942.95 ms
[2022-04-20 18:16:43 main:581] : INFO : Epoch 1994 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1938.05 ms
[2022-04-20 18:16:45 main:581] : INFO : Epoch 1995 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 1945.54 ms
[2022-04-20 18:16:47 main:581] : INFO : Epoch 1996 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1954.5 ms
[2022-04-20 18:16:49 main:581] : INFO : Epoch 1997 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 1936.43 ms
[2022-04-20 18:16:50 main:581] : INFO : Epoch 1998 | loss: 0.0311635 | val_loss: 0.0311667 | Time: 1952.48 ms
[2022-04-20 18:16:52 main:581] : INFO : Epoch 1999 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 1936.17 ms
[2022-04-20 18:16:54 main:581] : INFO : Epoch 2000 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 1934.01 ms
[2022-04-20 18:16:56 main:581] : INFO : Epoch 2001 | loss: 0.0311688 | val_loss: 0.0311686 | Time: 1948.54 ms
[2022-04-20 18:16:58 main:581] : INFO : Epoch 2002 | loss: 0.031167 | val_loss: 0.0311711 | Time: 1934.95 ms
[2022-04-20 18:17:00 main:581] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 1967.31 ms
[2022-04-20 18:17:02 main:581] : INFO : Epoch 2004 | loss: 0.0311671 | val_loss: 0.0311676 | Time: 1946.7 ms
[2022-04-20 18:17:04 main:581] : INFO : Epoch 2005 | loss: 0.0311657 | val_loss: 0.0311667 | Time: 1936.86 ms
[2022-04-20 18:17:06 main:581] : INFO : Epoch 2006 | loss: 0.031164 | val_loss: 0.0311673 | Time: 1952.39 ms
[2022-04-20 18:17:08 main:581] : INFO : Epoch 2007 | loss: 0.031164 | val_loss: 0.0311684 | Time: 1938.41 ms
[2022-04-20 18:17:10 main:581] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 1948.09 ms
[2022-04-20 18:17:12 main:581] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 1935.59 ms
[2022-04-20 18:17:14 main:581] : INFO : Epoch 2010 | loss: 0.0311631 | val_loss: 0.031167 | Time: 1939.29 ms
[2022-04-20 18:17:16 main:581] : INFO : Epoch 2011 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 1944.23 ms
[2022-04-20 18:17:18 main:581] : INFO : Epoch 2012 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1944.69 ms
[2022-04-20 18:17:20 main:581] : INFO : Epoch 2013 | loss: 0.031165 | val_loss: 0.0311695 | Time: 1939.94 ms
[2022-04-20 18:17:22 main:581] : INFO : Epoch 2014 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 2004.56 ms
[2022-04-20 18:17:24 main:581] : INFO : Epoch 2015 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 1939.42 ms
[2022-04-20 18:17:26 main:581] : INFO : Epoch 2016 | loss: 0.0311615 | val_loss: 0.031168 | Time: 1967.39 ms
[2022-04-20 18:17:27 main:581] : INFO : Epoch 2017 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1929.9 ms
[2022-04-20 18:17:29 main:581] : INFO : Epoch 2018 | loss: 0.0311621 | val_loss: 0.0311655 | Time: 1936.19 ms
[2022-04-20 18:17:31 main:581] : INFO : Epoch 2019 | loss: 0.031164 | val_loss: 0.0311657 | Time: 1951.33 ms
[2022-04-20 18:17:33 main:581] : INFO : Epoch 2020 | loss: 0.0311634 | val_loss: 0.0311654 | Time: 1945.37 ms
[2022-04-20 18:17:35 main:581] : INFO : Epoch 2021 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 1959.02 ms
[2022-04-20 18:17:37 main:581] : INFO : Epoch 2022 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 1935.9 ms
[2022-04-20 18:17:39 main:581] : INFO : Epoch 2023 | loss: 0.0311619 | val_loss: 0.0311663 | Time: 1935.75 ms
[2022-04-20 18:17:41 main:581] : INFO : Epoch 2024 | loss: 0.0311613 | val_loss: 0.0311654 | Time: 1955.3 ms
[2022-04-20 18:17:43 main:581] : INFO : Epoch 2025 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 1933.35 ms
[2022-04-20 18:17:45 main:581] : INFO : Epoch 2026 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 1949.63 ms
[2022-04-20 18:17:47 main:581] : INFO : Epoch 2027 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 1944.4 ms
[2022-04-20 18:17:49 main:581] : INFO : Epoch 2028 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 1945.14 ms
[2022-04-20 18:17:51 main:581] : INFO : Epoch 2029 | loss: 0.0311596 | val_loss: 0.0311649 | Time: 1962.86 ms
[2022-04-20 18:17:53 main:581] : INFO : Epoch 2030 | loss: 0.0311609 | val_loss: 0.0311644 | Time: 1936.53 ms
[2022-04-20 18:17:55 main:581] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.0311649 | Time: 1940.62 ms
[2022-04-20 18:17:57 main:581] : INFO : Epoch 2032 | loss: 0.0311606 | val_loss: 0.0311643 | Time: 1948.84 ms
[2022-04-20 18:17:59 main:581] : INFO : Epoch 2033 | loss: 0.0311597 | val_loss: 0.0311656 | Time: 1939.57 ms
[2022-04-20 18:18:01 main:581] : INFO : Epoch 2034 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1932.04 ms
[2022-04-20 18:18:02 main:581] : INFO : Epoch 2035 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1947.52 ms
[2022-04-20 18:18:04 main:581] : INFO : Epoch 2036 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1970.62 ms
[2022-04-20 18:18:06 main:581] : INFO : Epoch 2037 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 1995.46 ms
[2022-04-20 18:18:08 main:581] : INFO : Epoch 2038 | loss: 0.031161 | val_loss: 0.0311655 | Time: 1972.46 ms
[2022-04-20 18:18:10 main:581] : INFO : Epoch 2039 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 1963.67 ms
[2022-04-20 18:18:12 main:581] : INFO : Epoch 2040 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 1943.36 ms
[2022-04-20 18:18:14 main:581] : INFO : Epoch 2041 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 1945.29 ms
[2022-04-20 18:18:16 main:581] : INFO : Epoch 2042 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 1939.55 ms
[2022-04-20 18:18:18 main:581] : INFO : Epoch 2043 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1934.8 ms
[2022-04-20 18:18:20 main:581] : INFO : Epoch 2044 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 1955.45 ms
[2022-04-20 18:18:22 main:581] : INFO : Epoch 2045 | loss: 0.03116 | val_loss: 0.031164 | Time: 1940.88 ms
[2022-04-20 18:18:24 main:581] : INFO : Epoch 2046 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 1941.72 ms
[2022-04-20 18:18:26 main:581] : INFO : Epoch 2047 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 1949.13 ms
[2022-04-20 18:18:28 main:581] : INFO : Epoch 2048 | loss: 0.0311626 | val_loss: 0.0311661 | Time: 1935.23 ms
[2022-04-20 18:18:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311661
[2022-04-20 18:18:28 main:610] : INFO : Saving end state to config to file
[2022-04-20 18:18:28 main:615] : INFO : Success, exiting..
18:18:28 (11928): 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)