Task 14458343
| Name | ParityModified-1647040613-22722-2-0_0 |
| Workunit | 11500773 |
| Created | 6 Apr 2022, 8:24:18 UTC |
| Sent | 9 Apr 2022, 23:47:52 UTC |
| Report deadline | 17 Apr 2022, 23:47:52 UTC |
| Received | 10 Apr 2022, 15:52:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 6 min 53 sec |
| CPU time | 1 hours 6 min 33 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: 0.0311723 | val_loss: 0.0311716 | Time: 1947 ms
[2022-04-10 10:34:31 main:574] : INFO : Epoch 1543 | loss: 0.031172 | val_loss: 0.0311738 | Time: 1909.63 ms
[2022-04-10 10:34:33 main:574] : INFO : Epoch 1544 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1928.89 ms
[2022-04-10 10:34:35 main:574] : INFO : Epoch 1545 | loss: 0.0311708 | val_loss: 0.031172 | Time: 1935.85 ms
[2022-04-10 10:34:37 main:574] : INFO : Epoch 1546 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 1946.4 ms
[2022-04-10 10:34:39 main:574] : INFO : Epoch 1547 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 1937.26 ms
[2022-04-10 10:34:41 main:574] : INFO : Epoch 1548 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 1941.83 ms
[2022-04-10 10:34:43 main:574] : INFO : Epoch 1549 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1960.4 ms
[2022-04-10 10:34:45 main:574] : INFO : Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311708 | Time: 1936.65 ms
[2022-04-10 10:34:47 main:574] : INFO : Epoch 1551 | loss: 0.0311717 | val_loss: 0.0311713 | Time: 1947.58 ms
[2022-04-10 10:34:49 main:574] : INFO : Epoch 1552 | loss: 0.031174 | val_loss: 0.0311716 | Time: 1952.27 ms
[2022-04-10 10:34:51 main:574] : INFO : Epoch 1553 | loss: 0.0311722 | val_loss: 0.0311717 | Time: 1952.02 ms
[2022-04-10 10:34:52 main:574] : INFO : Epoch 1554 | loss: 0.0311719 | val_loss: 0.0311706 | Time: 1966.25 ms
[2022-04-10 10:34:54 main:574] : INFO : Epoch 1555 | loss: 0.0311709 | val_loss: 0.0311695 | Time: 1942.27 ms
[2022-04-10 10:34:56 main:574] : INFO : Epoch 1556 | loss: 0.0311709 | val_loss: 0.031171 | Time: 1928.31 ms
[2022-04-10 10:34:58 main:574] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.031171 | Time: 1989.03 ms
[2022-04-10 10:35:00 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.0311683 | Time: 1989.11 ms
[2022-04-10 10:35:02 main:574] : INFO : Epoch 1559 | loss: 0.0311707 | val_loss: 0.0311713 | Time: 1945.04 ms
[2022-04-10 10:35:04 main:574] : INFO : Epoch 1560 | loss: 0.0311688 | val_loss: 0.0311686 | Time: 1944.83 ms
[2022-04-10 10:35:06 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 1964.79 ms
[2022-04-10 10:35:08 main:574] : INFO : Epoch 1562 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 1926.57 ms
[2022-04-10 10:35:10 main:574] : INFO : Epoch 1563 | loss: 0.0311696 | val_loss: 0.0311687 | Time: 1929.69 ms
[2022-04-10 10:35:12 main:574] : INFO : Epoch 1564 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 1946.87 ms
[2022-04-10 10:35:14 main:574] : INFO : Epoch 1565 | loss: 0.0311668 | val_loss: 0.0311692 | Time: 1944.5 ms
[2022-04-10 10:35:16 main:574] : INFO : Epoch 1566 | loss: 0.0311662 | val_loss: 0.0311694 | Time: 1940.93 ms
[2022-04-10 10:35:18 main:574] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 1958.34 ms
[2022-04-10 10:35:20 main:574] : INFO : Epoch 1568 | loss: 0.031166 | val_loss: 0.0311681 | Time: 1975.21 ms
[2022-04-10 10:35:22 main:574] : INFO : Epoch 1569 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 1946.06 ms
[2022-04-10 10:35:24 main:574] : INFO : Epoch 1570 | loss: 0.0311659 | val_loss: 0.0311666 | Time: 1931.5 ms
[2022-04-10 10:35:26 main:574] : INFO : Epoch 1571 | loss: 0.031165 | val_loss: 0.031166 | Time: 1936.11 ms
[2022-04-10 10:35:28 main:574] : INFO : Epoch 1572 | loss: 0.031164 | val_loss: 0.0311662 | Time: 1946.17 ms
[2022-04-10 10:35:30 main:574] : INFO : Epoch 1573 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1925.62 ms
[2022-04-10 10:35:31 main:574] : INFO : Epoch 1574 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 1920.07 ms
[2022-04-10 10:35:33 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 1954.25 ms
[2022-04-10 10:35:35 main:574] : INFO : Epoch 1576 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 1932.68 ms
[2022-04-10 10:35:37 main:574] : INFO : Epoch 1577 | loss: 0.0311641 | val_loss: 0.031165 | Time: 1934.15 ms
[2022-04-10 10:35:39 main:574] : INFO : Epoch 1578 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 1939.61 ms
[2022-04-10 10:35:41 main:574] : INFO : Epoch 1579 | loss: 0.0311667 | val_loss: 0.0311672 | Time: 1973.23 ms
[2022-04-10 10:35:43 main:574] : INFO : Epoch 1580 | loss: 0.031165 | val_loss: 0.0311665 | Time: 1921.35 ms
[2022-04-10 10:35:45 main:574] : INFO : Epoch 1581 | loss: 0.0311638 | val_loss: 0.031166 | Time: 1941.67 ms
[2022-04-10 10:35:47 main:574] : INFO : Epoch 1582 | loss: 0.0311645 | val_loss: 0.031168 | Time: 1940.32 ms
[2022-04-10 10:35:49 main:574] : INFO : Epoch 1583 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 1977.63 ms
[2022-04-10 10:35:51 main:574] : INFO : Epoch 1584 | loss: 0.0311637 | val_loss: 0.031167 | Time: 2003.31 ms
[2022-04-10 10:35:53 main:574] : INFO : Epoch 1585 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 2012.26 ms
[2022-04-10 10:35:55 main:574] : INFO : Epoch 1586 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 1956.96 ms
[2022-04-10 10:35:57 main:574] : INFO : Epoch 1587 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 2002 ms
[2022-04-10 10:35:59 main:574] : INFO : Epoch 1588 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 1935.14 ms
[2022-04-10 10:36:01 main:574] : INFO : Epoch 1589 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1997.92 ms
[2022-04-10 10:36:03 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 1947.47 ms
[2022-04-10 10:36:05 main:574] : INFO : Epoch 1591 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 1956.84 ms
[2022-04-10 10:36:07 main:574] : INFO : Epoch 1592 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 1954.53 ms
[2022-04-10 10:36:09 main:574] : INFO : Epoch 1593 | loss: 0.0311634 | val_loss: 0.0311758 | Time: 1979.3 ms
[2022-04-10 10:36:11 main:574] : INFO : Epoch 1594 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 1943.24 ms
[2022-04-10 10:36:13 main:574] : INFO : Epoch 1595 | loss: 0.0311638 | val_loss: 0.031168 | Time: 1965.49 ms
[2022-04-10 10:36:15 main:574] : INFO : Epoch 1596 | loss: 0.031163 | val_loss: 0.0311681 | Time: 1953.61 ms
[2022-04-10 10:36:17 main:574] : INFO : Epoch 1597 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1965.5 ms
[2022-04-10 10:36:19 main:574] : INFO : Epoch 1598 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 1964.01 ms
[2022-04-10 10:36:21 main:574] : INFO : Epoch 1599 | loss: 0.0311619 | val_loss: 0.0311673 | Time: 1948.68 ms
[2022-04-10 10:36:23 main:574] : INFO : Epoch 1600 | loss: 0.031162 | val_loss: 0.0311683 | Time: 1966.72 ms
[2022-04-10 10:36:25 main:574] : INFO : Epoch 1601 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1936.35 ms
[2022-04-10 10:36:26 main:574] : INFO : Epoch 1602 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 1983.08 ms
[2022-04-10 10:36:28 main:574] : INFO : Epoch 1603 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 1927.82 ms
[2022-04-10 10:36:30 main:574] : INFO : Epoch 1604 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 1976.89 ms
[2022-04-10 10:36:32 main:574] : INFO : Epoch 1605 | loss: 0.0311608 | val_loss: 0.031171 | Time: 1952.12 ms
[2022-04-10 10:36:34 main:574] : INFO : Epoch 1606 | loss: 0.0311618 | val_loss: 0.0311685 | Time: 1981.01 ms
[2022-04-10 10:36:36 main:574] : INFO : Epoch 1607 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 1962.08 ms
[2022-04-10 10:36:38 main:574] : INFO : Epoch 1608 | loss: 0.0311662 | val_loss: 0.0311668 | Time: 1965.9 ms
[2022-04-10 10:36:40 main:574] : INFO : Epoch 1609 | loss: 0.0311651 | val_loss: 0.0311678 | Time: 1994.1 ms
[2022-04-10 10:36:42 main:574] : INFO : Epoch 1610 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 1952.57 ms
[2022-04-10 10:36:44 main:574] : INFO : Epoch 1611 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 1950.66 ms
[2022-04-10 10:36:46 main:574] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311729 | Time: 1968.07 ms
[2022-04-10 10:36:48 main:574] : INFO : Epoch 1613 | loss: 0.0311749 | val_loss: 0.031172 | Time: 1939.11 ms
[2022-04-10 10:36:50 main:574] : INFO : Epoch 1614 | loss: 0.0311723 | val_loss: 0.031169 | Time: 1927.94 ms
[2022-04-10 10:36:52 main:574] : INFO : Epoch 1615 | loss: 0.031171 | val_loss: 0.0311702 | Time: 1950.19 ms
[2022-04-10 10:36:54 main:574] : INFO : Epoch 1616 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 1935.91 ms
[2022-04-10 10:36:56 main:574] : INFO : Epoch 1617 | loss: 0.0311688 | val_loss: 0.0311692 | Time: 1930.24 ms
[2022-04-10 10:36:58 main:574] : INFO : Epoch 1618 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 1950.36 ms
[2022-04-10 10:37:00 main:574] : INFO : Epoch 1619 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 1950.2 ms
[2022-04-10 10:37:02 main:574] : INFO : Epoch 1620 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1941.61 ms
[2022-04-10 10:37:04 main:574] : INFO : Epoch 1621 | loss: 0.031171 | val_loss: 0.0311702 | Time: 1934.92 ms
[2022-04-10 10:37:06 main:574] : INFO : Epoch 1622 | loss: 0.0311712 | val_loss: 0.0311704 | Time: 1963.22 ms
[2022-04-10 10:37:08 main:574] : INFO : Epoch 1623 | loss: 0.0311675 | val_loss: 0.0311701 | Time: 1946.82 ms
[2022-04-10 10:37:10 main:574] : INFO : Epoch 1624 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 1939.91 ms
[2022-04-10 10:37:11 main:574] : INFO : Epoch 1625 | loss: 0.0311684 | val_loss: 0.031172 | Time: 1932.2 ms
[2022-04-10 10:37:13 main:574] : INFO : Epoch 1626 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 1950.75 ms
[2022-04-10 10:37:15 main:574] : INFO : Epoch 1627 | loss: 0.0311691 | val_loss: 0.03117 | Time: 1936.95 ms
[2022-04-10 10:37:17 main:574] : INFO : Epoch 1628 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 1936.68 ms
[2022-04-10 10:37:19 main:574] : INFO : Epoch 1629 | loss: 0.0311701 | val_loss: 0.0311694 | Time: 1951.63 ms
[2022-04-10 10:37:21 main:574] : INFO : Epoch 1630 | loss: 0.0311686 | val_loss: 0.0311696 | Time: 1911.75 ms
[2022-04-10 10:37:23 main:574] : INFO : Epoch 1631 | loss: 0.031168 | val_loss: 0.0311696 | Time: 1954.4 ms
[2022-04-10 10:37:25 main:574] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311695 | Time: 1944.08 ms
[2022-04-10 10:37:27 main:574] : INFO : Epoch 1633 | loss: 0.0311676 | val_loss: 0.0311696 | Time: 1939.62 ms
[2022-04-10 10:37:29 main:574] : INFO : Epoch 1634 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 1952.33 ms
[2022-04-10 10:37:31 main:574] : INFO : Epoch 1635 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1950.05 ms
[2022-04-10 10:37:33 main:574] : INFO : Epoch 1636 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 1960.92 ms
[2022-04-10 10:37:35 main:574] : INFO : Epoch 1637 | loss: 0.0311674 | val_loss: 0.0311695 | Time: 1941.59 ms
[2022-04-10 10:37:37 main:574] : INFO : Epoch 1638 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 1920.25 ms
[2022-04-10 10:37:39 main:574] : INFO : Epoch 1639 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 1952.18 ms
[2022-04-10 10:37:41 main:574] : INFO : Epoch 1640 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 1952.63 ms
[2022-04-10 10:37:43 main:574] : INFO : Epoch 1641 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 1998.4 ms
[2022-04-10 10:37:45 main:574] : INFO : Epoch 1642 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 1983.49 ms
[2022-04-10 10:37:47 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311697 | Time: 1983.36 ms
[2022-04-10 10:37:49 main:574] : INFO : Epoch 1644 | loss: 0.031165 | val_loss: 0.0311689 | Time: 1957.81 ms
[2022-04-10 10:37:51 main:574] : INFO : Epoch 1645 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 1945.02 ms
[2022-04-10 10:37:53 main:574] : INFO : Epoch 1646 | loss: 0.031164 | val_loss: 0.0311685 | Time: 1954.08 ms
[2022-04-10 10:37:55 main:574] : INFO : Epoch 1647 | loss: 0.0311659 | val_loss: 0.0311737 | Time: 1978.49 ms
[2022-04-10 10:37:56 main:574] : INFO : Epoch 1648 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1962.63 ms
[2022-04-10 10:37:58 main:574] : INFO : Epoch 1649 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 1941.63 ms
[2022-04-10 10:38:00 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1974.62 ms
[2022-04-10 10:38:02 main:574] : INFO : Epoch 1651 | loss: 0.0311664 | val_loss: 0.03117 | Time: 1965.1 ms
[2022-04-10 10:38:04 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 1950.8 ms
[2022-04-10 10:38:06 main:574] : INFO : Epoch 1653 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1939.84 ms
[2022-04-10 10:38:08 main:574] : INFO : Epoch 1654 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1964.35 ms
[2022-04-10 10:38:10 main:574] : INFO : Epoch 1655 | loss: 0.0311677 | val_loss: 0.0311672 | Time: 1944.54 ms
[2022-04-10 10:38:12 main:574] : INFO : Epoch 1656 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 1924.58 ms
[2022-04-10 10:38:14 main:574] : INFO : Epoch 1657 | loss: 0.0311662 | val_loss: 0.0311651 | Time: 1953.63 ms
[2022-04-10 10:38:16 main:574] : INFO : Epoch 1658 | loss: 0.0311644 | val_loss: 0.0311662 | Time: 1965.36 ms
[2022-04-10 10:38:18 main:574] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 1968.84 ms
[2022-04-10 10:38:20 main:574] : INFO : Epoch 1660 | loss: 0.0311664 | val_loss: 0.0311669 | Time: 1948.08 ms
[2022-04-10 10:38:22 main:574] : INFO : Epoch 1661 | loss: 0.0311668 | val_loss: 0.0311666 | Time: 1938.41 ms
[2022-04-10 10:38:24 main:574] : INFO : Epoch 1662 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 1953.65 ms
[2022-04-10 10:38:26 main:574] : INFO : Epoch 1663 | loss: 0.0311639 | val_loss: 0.0311657 | Time: 1948.19 ms
[2022-04-10 10:38:28 main:574] : INFO : Epoch 1664 | loss: 0.0311645 | val_loss: 0.0311663 | Time: 1950.48 ms
[2022-04-10 10:38:30 main:574] : INFO : Epoch 1665 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 1927.67 ms
[2022-04-10 10:38:32 main:574] : INFO : Epoch 1666 | loss: 0.0311649 | val_loss: 0.0311649 | Time: 1962.06 ms
[2022-04-10 10:38:34 main:574] : INFO : Epoch 1667 | loss: 0.0311634 | val_loss: 0.0311647 | Time: 1951.34 ms
[2022-04-10 10:38:36 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0311704 | Time: 1946.31 ms
[2022-04-10 10:38:38 main:574] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311641 | Time: 1945.65 ms
[2022-04-10 10:38:40 main:574] : INFO : Epoch 1670 | loss: 0.0311612 | val_loss: 0.0311643 | Time: 1965.93 ms
[2022-04-10 10:38:41 main:574] : INFO : Epoch 1671 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 1949.17 ms
[2022-04-10 10:38:43 main:574] : INFO : Epoch 1672 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1954.09 ms
[2022-04-10 10:38:45 main:574] : INFO : Epoch 1673 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 1958.24 ms
[2022-04-10 10:38:47 main:574] : INFO : Epoch 1674 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 1948.56 ms
[2022-04-10 10:38:49 main:574] : INFO : Epoch 1675 | loss: 0.0311627 | val_loss: 0.0311663 | Time: 1959.9 ms
[2022-04-10 10:38:51 main:574] : INFO : Epoch 1676 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1949.31 ms
[2022-04-10 10:38:53 main:574] : INFO : Epoch 1677 | loss: 0.0311608 | val_loss: 0.0311644 | Time: 1951.9 ms
[2022-04-10 10:38:55 main:574] : INFO : Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 1948.79 ms
[2022-04-10 10:38:57 main:574] : INFO : Epoch 1679 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1947.82 ms
[2022-04-10 10:38:59 main:574] : INFO : Epoch 1680 | loss: 0.0311601 | val_loss: 0.0311659 | Time: 1950.71 ms
[2022-04-10 10:39:01 main:574] : INFO : Epoch 1681 | loss: 0.0311607 | val_loss: 0.0311651 | Time: 1951.05 ms
[2022-04-10 10:39:03 main:574] : INFO : Epoch 1682 | loss: 0.0311607 | val_loss: 0.0311645 | Time: 1944.4 ms
[2022-04-10 10:39:05 main:574] : INFO : Epoch 1683 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1959.86 ms
[2022-04-10 10:39:07 main:574] : INFO : Epoch 1684 | loss: 0.03116 | val_loss: 0.0311652 | Time: 1945.89 ms
[2022-04-10 10:39:09 main:574] : INFO : Epoch 1685 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 1920.82 ms
[2022-04-10 10:39:11 main:574] : INFO : Epoch 1686 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 1923.24 ms
[2022-04-10 10:39:13 main:574] : INFO : Epoch 1687 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 1943.35 ms
[2022-04-10 10:39:15 main:574] : INFO : Epoch 1688 | loss: 0.0311618 | val_loss: 0.0311642 | Time: 1962.25 ms
[2022-04-10 10:39:17 main:574] : INFO : Epoch 1689 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1953.09 ms
[2022-04-10 10:39:19 main:574] : INFO : Epoch 1690 | loss: 0.0311585 | val_loss: 0.0311642 | Time: 1971.18 ms
[2022-04-10 10:39:21 main:574] : INFO : Epoch 1691 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 1912.06 ms
[2022-04-10 10:39:22 main:574] : INFO : Epoch 1692 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 1950.83 ms
[2022-04-10 10:39:24 main:574] : INFO : Epoch 1693 | loss: 0.0311589 | val_loss: 0.0311643 | Time: 1963.64 ms
[2022-04-10 10:39:26 main:574] : INFO : Epoch 1694 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 1916.29 ms
[2022-04-10 10:39:28 main:574] : INFO : Epoch 1695 | loss: 0.0311572 | val_loss: 0.031166 | Time: 1970.4 ms
[2022-04-10 10:39:30 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 1941.95 ms
[2022-04-10 10:39:32 main:574] : INFO : Epoch 1697 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 1958.32 ms
[2022-04-10 10:39:34 main:574] : INFO : Epoch 1698 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 1948.41 ms
[2022-04-10 10:39:36 main:574] : INFO : Epoch 1699 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 1937.79 ms
[2022-04-10 10:39:38 main:574] : INFO : Epoch 1700 | loss: 0.0311578 | val_loss: 0.0311648 | Time: 1948.6 ms
[2022-04-10 10:39:40 main:574] : INFO : Epoch 1701 | loss: 0.031158 | val_loss: 0.0311665 | Time: 1927.45 ms
[2022-04-10 10:39:42 main:574] : INFO : Epoch 1702 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 1927.85 ms
[2022-04-10 10:39:44 main:574] : INFO : Epoch 1703 | loss: 0.0311568 | val_loss: 0.031168 | Time: 1935.08 ms
[2022-04-10 10:39:46 main:574] : INFO : Epoch 1704 | loss: 0.0311583 | val_loss: 0.0311656 | Time: 1930.76 ms
[2022-04-10 10:39:48 main:574] : INFO : Epoch 1705 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1951.78 ms
[2022-04-10 10:39:50 main:574] : INFO : Epoch 1706 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1944.78 ms
[2022-04-10 10:39:52 main:574] : INFO : Epoch 1707 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 1953.02 ms
[2022-04-10 10:39:54 main:574] : INFO : Epoch 1708 | loss: 0.031161 | val_loss: 0.0311668 | Time: 1942.52 ms
[2022-04-10 10:39:56 main:574] : INFO : Epoch 1709 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1934.49 ms
[2022-04-10 10:39:58 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311645 | Time: 1940.65 ms
[2022-04-10 10:39:59 main:574] : INFO : Epoch 1711 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1933.84 ms
[2022-04-10 10:40:01 main:574] : INFO : Epoch 1712 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 1958.89 ms
[2022-04-10 10:40:03 main:574] : INFO : Epoch 1713 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 1961.2 ms
[2022-04-10 10:40:05 main:574] : INFO : Epoch 1714 | loss: 0.03116 | val_loss: 0.0311694 | Time: 1931.87 ms
[2022-04-10 10:40:07 main:574] : INFO : Epoch 1715 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 1958.18 ms
[2022-04-10 10:40:09 main:574] : INFO : Epoch 1716 | loss: 0.0311561 | val_loss: 0.031164 | Time: 1930.54 ms
[2022-04-10 10:40:11 main:574] : INFO : Epoch 1717 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1988.01 ms
[2022-04-10 10:40:13 main:574] : INFO : Epoch 1718 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 2005.75 ms
[2022-04-10 10:40:15 main:574] : INFO : Epoch 1719 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 1990.32 ms
[2022-04-10 10:40:17 main:574] : INFO : Epoch 1720 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 1966.89 ms
[2022-04-10 10:40:19 main:574] : INFO : Epoch 1721 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 1951.79 ms
[2022-04-10 10:40:21 main:574] : INFO : Epoch 1722 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 2046.17 ms
[2022-04-10 10:40:23 main:574] : INFO : Epoch 1723 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 1958.83 ms
[2022-04-10 10:40:25 main:574] : INFO : Epoch 1724 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 1972.14 ms
[2022-04-10 10:40:27 main:574] : INFO : Epoch 1725 | loss: 0.0311698 | val_loss: 0.0311675 | Time: 1973.14 ms
[2022-04-10 10:40:29 main:574] : INFO : Epoch 1726 | loss: 0.0311657 | val_loss: 0.0311673 | Time: 1948.96 ms
[2022-04-10 10:40:31 main:574] : INFO : Epoch 1727 | loss: 0.0311637 | val_loss: 0.0311648 | Time: 1955.01 ms
[2022-04-10 10:40:33 main:574] : INFO : Epoch 1728 | loss: 0.0311604 | val_loss: 0.0311636 | Time: 1965.48 ms
[2022-04-10 10:40:35 main:574] : INFO : Epoch 1729 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 2004 ms
[2022-04-10 10:40:37 main:574] : INFO : Epoch 1730 | loss: 0.0311592 | val_loss: 0.0311651 | Time: 2046.88 ms
[2022-04-10 10:40:39 main:574] : INFO : Epoch 1731 | loss: 0.0311608 | val_loss: 0.0311666 | Time: 1918.58 ms
[2022-04-10 10:40:41 main:574] : INFO : Epoch 1732 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 1968.4 ms
[2022-04-10 10:40:43 main:574] : INFO : Epoch 1733 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1934.56 ms
[2022-04-10 10:40:45 main:574] : INFO : Epoch 1734 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1948.9 ms
[2022-04-10 10:40:47 main:574] : INFO : Epoch 1735 | loss: 0.0311626 | val_loss: 0.031166 | Time: 1952.92 ms
[2022-04-10 10:40:49 main:574] : INFO : Epoch 1736 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 1953.5 ms
[2022-04-10 10:40:51 main:574] : INFO : Epoch 1737 | loss: 0.031158 | val_loss: 0.0311661 | Time: 1928.71 ms
[2022-04-10 10:40:53 main:574] : INFO : Epoch 1738 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 1952.9 ms
[2022-04-10 10:40:55 main:574] : INFO : Epoch 1739 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 1950.1 ms
[2022-04-10 10:40:57 main:574] : INFO : Epoch 1740 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1944.39 ms
[2022-04-10 10:40:59 main:574] : INFO : Epoch 1741 | loss: 0.0311564 | val_loss: 0.031164 | Time: 1954.17 ms
[2022-04-10 10:41:00 main:574] : INFO : Epoch 1742 | loss: 0.0311563 | val_loss: 0.0311666 | Time: 1963.55 ms
[2022-04-10 10:41:02 main:574] : INFO : Epoch 1743 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 1937.36 ms
[2022-04-10 10:41:04 main:574] : INFO : Epoch 1744 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1959.5 ms
[2022-04-10 10:41:06 main:574] : INFO : Epoch 1745 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 1932.4 ms
[2022-04-10 10:41:08 main:574] : INFO : Epoch 1746 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1950.94 ms
[2022-04-10 10:41:10 main:574] : INFO : Epoch 1747 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1966.48 ms
[2022-04-10 10:41:12 main:574] : INFO : Epoch 1748 | loss: 0.0311564 | val_loss: 0.0311618 | Time: 1955.7 ms
[2022-04-10 10:41:14 main:574] : INFO : Epoch 1749 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1952.14 ms
[2022-04-10 10:41:16 main:574] : INFO : Epoch 1750 | loss: 0.0311558 | val_loss: 0.0311624 | Time: 1929.19 ms
[2022-04-10 10:41:18 main:574] : INFO : Epoch 1751 | loss: 0.0311559 | val_loss: 0.0311644 | Time: 1936.41 ms
[2022-04-10 10:41:20 main:574] : INFO : Epoch 1752 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 1946.45 ms
[2022-04-10 10:41:22 main:574] : INFO : Epoch 1753 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 1932.82 ms
[2022-04-10 10:41:24 main:574] : INFO : Epoch 1754 | loss: 0.0311561 | val_loss: 0.0311639 | Time: 1949.17 ms
[2022-04-10 10:41:26 main:574] : INFO : Epoch 1755 | loss: 0.0311551 | val_loss: 0.0311657 | Time: 1954.42 ms
[2022-04-10 10:41:28 main:574] : INFO : Epoch 1756 | loss: 0.0311557 | val_loss: 0.0311668 | Time: 1953.01 ms
[2022-04-10 10:41:30 main:574] : INFO : Epoch 1757 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 1981.25 ms
[2022-04-10 10:41:32 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 1927.92 ms
[2022-04-10 10:41:34 main:574] : INFO : Epoch 1759 | loss: 0.0311547 | val_loss: 0.0311658 | Time: 1960.28 ms
[2022-04-10 10:41:36 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 1914.3 ms
[2022-04-10 10:41:38 main:574] : INFO : Epoch 1761 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 1942.66 ms
[2022-04-10 10:41:40 main:574] : INFO : Epoch 1762 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 1963.74 ms
[2022-04-10 10:41:41 main:574] : INFO : Epoch 1763 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 1949.85 ms
[2022-04-10 10:41:43 main:574] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 1954.68 ms
[2022-04-10 10:41:45 main:574] : INFO : Epoch 1765 | loss: 0.0311571 | val_loss: 0.0311638 | Time: 1949.78 ms
[2022-04-10 10:41:47 main:574] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 1955.11 ms
[2022-04-10 10:41:49 main:574] : INFO : Epoch 1767 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 1931.67 ms
[2022-04-10 10:41:51 main:574] : INFO : Epoch 1768 | loss: 0.0311753 | val_loss: 0.0311705 | Time: 1980.78 ms
[2022-04-10 10:41:53 main:574] : INFO : Epoch 1769 | loss: 0.0311737 | val_loss: 0.031169 | Time: 1956.39 ms
[2022-04-10 10:41:55 main:574] : INFO : Epoch 1770 | loss: 0.0311709 | val_loss: 0.0311681 | Time: 1952.69 ms
[2022-04-10 10:41:57 main:574] : INFO : Epoch 1771 | loss: 0.0311698 | val_loss: 0.031172 | Time: 1934 ms
[2022-04-10 10:41:59 main:574] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311685 | Time: 1949.65 ms
[2022-04-10 10:42:01 main:574] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.0311724 | Time: 1949.89 ms
[2022-04-10 10:42:03 main:574] : INFO : Epoch 1774 | loss: 0.0311692 | val_loss: 0.0311668 | Time: 1933.81 ms
[2022-04-10 10:42:05 main:574] : INFO : Epoch 1775 | loss: 0.0311671 | val_loss: 0.031168 | Time: 1931.92 ms
[2022-04-10 10:42:07 main:574] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311668 | Time: 1961.67 ms
[2022-04-10 10:42:09 main:574] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 1945.38 ms
[2022-04-10 10:42:11 main:574] : INFO : Epoch 1778 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 1934.8 ms
[2022-04-10 10:42:13 main:574] : INFO : Epoch 1779 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 1944.83 ms
[2022-04-10 10:42:15 main:574] : INFO : Epoch 1780 | loss: 0.0311653 | val_loss: 0.0311673 | Time: 1960.48 ms
[2022-04-10 10:42:17 main:574] : INFO : Epoch 1781 | loss: 0.031165 | val_loss: 0.0311665 | Time: 1919.98 ms
[2022-04-10 10:42:19 main:574] : INFO : Epoch 1782 | loss: 0.0311651 | val_loss: 0.0311685 | Time: 1947.41 ms
[2022-04-10 10:42:20 main:574] : INFO : Epoch 1783 | loss: 0.0311644 | val_loss: 0.0311649 | Time: 1953.92 ms
[2022-04-10 10:42:22 main:574] : INFO : Epoch 1784 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1920.36 ms
[2022-04-10 10:42:24 main:574] : INFO : Epoch 1785 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1968.08 ms
[2022-04-10 10:42:26 main:574] : INFO : Epoch 1786 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 1942.75 ms
[2022-04-10 10:42:28 main:574] : INFO : Epoch 1787 | loss: 0.0311612 | val_loss: 0.0311639 | Time: 1942.27 ms
[2022-04-10 10:42:30 main:574] : INFO : Epoch 1788 | loss: 0.0311616 | val_loss: 0.0311632 | Time: 1952.24 ms
[2022-04-10 10:42:32 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.0311644 | Time: 1937.74 ms
[2022-04-10 10:42:34 main:574] : INFO : Epoch 1790 | loss: 0.031162 | val_loss: 0.031166 | Time: 1968.09 ms
[2022-04-10 10:42:36 main:574] : INFO : Epoch 1791 | loss: 0.0311613 | val_loss: 0.0311633 | Time: 1936.47 ms
[2022-04-10 10:42:38 main:574] : INFO : Epoch 1792 | loss: 0.031161 | val_loss: 0.0311647 | Time: 1949.27 ms
[2022-04-10 10:42:40 main:574] : INFO : Epoch 1793 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 1936.28 ms
[2022-04-10 10:42:42 main:574] : INFO : Epoch 1794 | loss: 0.0311593 | val_loss: 0.0311636 | Time: 1944.34 ms
[2022-04-10 10:42:44 main:574] : INFO : Epoch 1795 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 1970.54 ms
[2022-04-10 10:42:46 main:574] : INFO : Epoch 1796 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 1930.45 ms
[2022-04-10 10:42:48 main:574] : INFO : Epoch 1797 | loss: 0.0311712 | val_loss: 0.0311655 | Time: 1932.95 ms
[2022-04-10 10:42:50 main:574] : INFO : Epoch 1798 | loss: 0.0311659 | val_loss: 0.0311663 | Time: 1928.51 ms
[2022-04-10 10:42:52 main:574] : INFO : Epoch 1799 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 1964.89 ms
[2022-04-10 10:42:54 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311644 | Time: 1908.45 ms
[2022-04-10 10:42:56 main:574] : INFO : Epoch 1801 | loss: 0.0311637 | val_loss: 0.0311667 | Time: 1939.94 ms
[2022-04-10 10:42:58 main:574] : INFO : Epoch 1802 | loss: 0.0311626 | val_loss: 0.0311641 | Time: 1988.29 ms
[2022-04-10 10:43:00 main:574] : INFO : Epoch 1803 | loss: 0.0311605 | val_loss: 0.0311632 | Time: 2000.7 ms
[2022-04-10 10:43:02 main:574] : INFO : Epoch 1804 | loss: 0.0311597 | val_loss: 0.031164 | Time: 1999.83 ms
[2022-04-10 10:43:04 main:574] : INFO : Epoch 1805 | loss: 0.0311613 | val_loss: 0.0311643 | Time: 1979.95 ms
[2022-04-10 10:43:06 main:574] : INFO : Epoch 1806 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 1972.48 ms
[2022-04-10 10:43:07 main:574] : INFO : Epoch 1807 | loss: 0.0311588 | val_loss: 0.0311611 | Time: 1955.83 ms
[2022-04-10 10:43:09 main:574] : INFO : Epoch 1808 | loss: 0.0311587 | val_loss: 0.0311616 | Time: 1937.76 ms
[2022-04-10 10:43:11 main:574] : INFO : Epoch 1809 | loss: 0.0311585 | val_loss: 0.0311627 | Time: 1963.06 ms
[2022-04-10 10:43:13 main:574] : INFO : Epoch 1810 | loss: 0.0311614 | val_loss: 0.0311629 | Time: 1955.7 ms
[2022-04-10 10:43:15 main:574] : INFO : Epoch 1811 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 1967.61 ms
[2022-04-10 10:43:17 main:574] : INFO : Epoch 1812 | loss: 0.0311594 | val_loss: 0.0311631 | Time: 1968.29 ms
[2022-04-10 10:43:19 main:574] : INFO : Epoch 1813 | loss: 0.0311587 | val_loss: 0.0311607 | Time: 1978.29 ms
[2022-04-10 10:43:21 main:574] : INFO : Epoch 1814 | loss: 0.0311581 | val_loss: 0.031165 | Time: 1952.64 ms
[2022-04-10 10:43:23 main:574] : INFO : Epoch 1815 | loss: 0.0311573 | val_loss: 0.0311618 | Time: 1949.79 ms
[2022-04-10 10:43:25 main:574] : INFO : Epoch 1816 | loss: 0.0311571 | val_loss: 0.031162 | Time: 1951.47 ms
[2022-04-10 10:43:27 main:574] : INFO : Epoch 1817 | loss: 0.0311569 | val_loss: 0.0311625 | Time: 1965.51 ms
[2022-04-10 10:43:29 main:574] : INFO : Epoch 1818 | loss: 0.0311571 | val_loss: 0.0311605 | Time: 1963.38 ms
[2022-04-10 10:43:31 main:574] : INFO : Epoch 1819 | loss: 0.0311575 | val_loss: 0.0311611 | Time: 1966.91 ms
[2022-04-10 10:43:33 main:574] : INFO : Epoch 1820 | loss: 0.031158 | val_loss: 0.0311668 | Time: 1972.1 ms
[2022-04-10 10:43:35 main:574] : INFO : Epoch 1821 | loss: 0.0311589 | val_loss: 0.0311655 | Time: 1970.35 ms
[2022-04-10 10:43:37 main:574] : INFO : Epoch 1822 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 1930.25 ms
[2022-04-10 10:43:39 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.031165 | Time: 1972.81 ms
[2022-04-10 10:43:41 main:574] : INFO : Epoch 1824 | loss: 0.0311571 | val_loss: 0.0311613 | Time: 1955.91 ms
[2022-04-10 10:43:43 main:574] : INFO : Epoch 1825 | loss: 0.0311586 | val_loss: 0.031162 | Time: 1923.92 ms
[2022-04-10 10:43:45 main:574] : INFO : Epoch 1826 | loss: 0.0311573 | val_loss: 0.0311616 | Time: 1938.68 ms
[2022-04-10 10:43:47 main:574] : INFO : Epoch 1827 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 1918.27 ms
[2022-04-10 10:43:49 main:574] : INFO : Epoch 1828 | loss: 0.0311593 | val_loss: 0.0311637 | Time: 1951.26 ms
[2022-04-10 10:43:51 main:574] : INFO : Epoch 1829 | loss: 0.0311568 | val_loss: 0.0311616 | Time: 1898.05 ms
[2022-04-10 10:43:52 main:574] : INFO : Epoch 1830 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 1943.66 ms
[2022-04-10 10:43:54 main:574] : INFO : Epoch 1831 | loss: 0.0311568 | val_loss: 0.0311615 | Time: 1950.99 ms
[2022-04-10 10:43:56 main:574] : INFO : Epoch 1832 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 1932.73 ms
[2022-04-10 10:43:58 main:574] : INFO : Epoch 1833 | loss: 0.0311558 | val_loss: 0.0311616 | Time: 1941.86 ms
[2022-04-10 10:44:00 main:574] : INFO : Epoch 1834 | loss: 0.031155 | val_loss: 0.0311614 | Time: 1967.13 ms
[2022-04-10 10:44:02 main:574] : INFO : Epoch 1835 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 1960.74 ms
[2022-04-10 10:44:04 main:574] : INFO : Epoch 1836 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 1946.02 ms
[2022-04-10 10:44:06 main:574] : INFO : Epoch 1837 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 1931.31 ms
[2022-04-10 10:44:08 main:574] : INFO : Epoch 1838 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1956.92 ms
[2022-04-10 10:44:10 main:574] : INFO : Epoch 1839 | loss: 0.031158 | val_loss: 0.0311643 | Time: 1941.12 ms
[2022-04-10 10:44:12 main:574] : INFO : Epoch 1840 | loss: 0.0311569 | val_loss: 0.0311613 | Time: 1911.67 ms
[2022-04-10 10:44:14 main:574] : INFO : Epoch 1841 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 1932.53 ms
[2022-04-10 10:44:16 main:574] : INFO : Epoch 1842 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1961.93 ms
[2022-04-10 10:44:18 main:574] : INFO : Epoch 1843 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 1946.99 ms
[2022-04-10 10:44:20 main:574] : INFO : Epoch 1844 | loss: 0.0311549 | val_loss: 0.0311612 | Time: 1943.89 ms
[2022-04-10 10:44:22 main:574] : INFO : Epoch 1845 | loss: 0.0311559 | val_loss: 0.0311634 | Time: 1955.93 ms
[2022-04-10 10:44:24 main:574] : INFO : Epoch 1846 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 1957.64 ms
[2022-04-10 10:44:26 main:574] : INFO : Epoch 1847 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 1970.88 ms
[2022-04-10 10:44:28 main:574] : INFO : Epoch 1848 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 1953.58 ms
[2022-04-10 10:44:30 main:574] : INFO : Epoch 1849 | loss: 0.031157 | val_loss: 0.0311614 | Time: 1931.54 ms
[2022-04-10 10:44:32 main:574] : INFO : Epoch 1850 | loss: 0.031154 | val_loss: 0.0311615 | Time: 1977.84 ms
[2022-04-10 10:44:34 main:574] : INFO : Epoch 1851 | loss: 0.0311567 | val_loss: 0.0311664 | Time: 2024.12 ms
[2022-04-10 10:44:36 main:574] : INFO : Epoch 1852 | loss: 0.0311578 | val_loss: 0.0311613 | Time: 1977.22 ms
[2022-04-10 10:44:37 main:574] : INFO : Epoch 1853 | loss: 0.0311558 | val_loss: 0.0311612 | Time: 1952.95 ms
[2022-04-10 10:44:39 main:574] : INFO : Epoch 1854 | loss: 0.0311552 | val_loss: 0.0311656 | Time: 1953.71 ms
[2022-04-10 10:44:41 main:574] : INFO : Epoch 1855 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 1933.02 ms
[2022-04-10 10:44:43 main:574] : INFO : Epoch 1856 | loss: 0.0311536 | val_loss: 0.0311631 | Time: 1962.1 ms
[2022-04-10 10:44:45 main:574] : INFO : Epoch 1857 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 1981.31 ms
[2022-04-10 10:44:47 main:574] : INFO : Epoch 1858 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 1918.53 ms
[2022-04-10 10:44:49 main:574] : INFO : Epoch 1859 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1928.1 ms
[2022-04-10 10:44:51 main:574] : INFO : Epoch 1860 | loss: 0.0311559 | val_loss: 0.0311655 | Time: 1972.85 ms
[2022-04-10 10:44:53 main:574] : INFO : Epoch 1861 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 1946.35 ms
[2022-04-10 10:44:55 main:574] : INFO : Epoch 1862 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 1948.12 ms
[2022-04-10 10:44:57 main:574] : INFO : Epoch 1863 | loss: 0.031154 | val_loss: 0.0311622 | Time: 1978.29 ms
[2022-04-10 10:44:59 main:574] : INFO : Epoch 1864 | loss: 0.0311533 | val_loss: 0.031163 | Time: 1972.85 ms
[2022-04-10 10:45:01 main:574] : INFO : Epoch 1865 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 1968.63 ms
[2022-04-10 10:45:03 main:574] : INFO : Epoch 1866 | loss: 0.031154 | val_loss: 0.0311628 | Time: 1946.15 ms
[2022-04-10 10:45:05 main:574] : INFO : Epoch 1867 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 1952.22 ms
[2022-04-10 10:45:07 main:574] : INFO : Epoch 1868 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 1947.69 ms
[2022-04-10 10:45:09 main:574] : INFO : Epoch 1869 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 1940.19 ms
[2022-04-10 10:45:11 main:574] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 1932.65 ms
[2022-04-10 10:45:13 main:574] : INFO : Epoch 1871 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 1927.74 ms
[2022-04-10 10:45:15 main:574] : INFO : Epoch 1872 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1947.07 ms
[2022-04-10 10:45:17 main:574] : INFO : Epoch 1873 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1927.22 ms
[2022-04-10 10:45:19 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311706 | Time: 1928.32 ms
[2022-04-10 10:45:20 main:574] : INFO : Epoch 1875 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1943.17 ms
[2022-04-10 10:45:22 main:574] : INFO : Epoch 1876 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1964.53 ms
[2022-04-10 10:45:24 main:574] : INFO : Epoch 1877 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 1941.99 ms
[2022-04-10 10:45:26 main:574] : INFO : Epoch 1878 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 1978.13 ms
[2022-04-10 10:45:28 main:574] : INFO : Epoch 1879 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1938.35 ms
[2022-04-10 10:45:30 main:574] : INFO : Epoch 1880 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 1977.37 ms
[2022-04-10 10:45:32 main:574] : INFO : Epoch 1881 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1934.72 ms
[2022-04-10 10:45:34 main:574] : INFO : Epoch 1882 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 1999.54 ms
[2022-04-10 10:45:36 main:574] : INFO : Epoch 1883 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 1947.54 ms
[2022-04-10 10:45:38 main:574] : INFO : Epoch 1884 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 2031.35 ms
[2022-04-10 10:45:40 main:574] : INFO : Epoch 1885 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 2054.78 ms
[2022-04-10 10:45:42 main:574] : INFO : Epoch 1886 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 1931.76 ms
[2022-04-10 10:45:44 main:574] : INFO : Epoch 1887 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 1944.24 ms
[2022-04-10 10:45:46 main:574] : INFO : Epoch 1888 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 1962.48 ms
[2022-04-10 10:45:48 main:574] : INFO : Epoch 1889 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 1912.53 ms
[2022-04-10 10:45:50 main:574] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311643 | Time: 1958.84 ms
[2022-04-10 10:45:52 main:574] : INFO : Epoch 1891 | loss: 0.0311597 | val_loss: 0.0311656 | Time: 2062.34 ms
[2022-04-10 10:45:54 main:574] : INFO : Epoch 1892 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 1991.55 ms
[2022-04-10 10:45:56 main:574] : INFO : Epoch 1893 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 1994.1 ms
[2022-04-10 10:45:58 main:574] : INFO : Epoch 1894 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 1986.32 ms
[2022-04-10 10:46:00 main:574] : INFO : Epoch 1895 | loss: 0.0311535 | val_loss: 0.031165 | Time: 2011.87 ms
[2022-04-10 10:46:02 main:574] : INFO : Epoch 1896 | loss: 0.0311535 | val_loss: 0.0311634 | Time: 1953.99 ms
[2022-04-10 10:46:04 main:574] : INFO : Epoch 1897 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 1981.49 ms
[2022-04-10 10:46:06 main:574] : INFO : Epoch 1898 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 1935.19 ms
[2022-04-10 10:46:08 main:574] : INFO : Epoch 1899 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 1945.44 ms
[2022-04-10 10:46:10 main:574] : INFO : Epoch 1900 | loss: 0.031153 | val_loss: 0.0311653 | Time: 1952.46 ms
[2022-04-10 10:46:12 main:574] : INFO : Epoch 1901 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 1899.5 ms
[2022-04-10 10:46:14 main:574] : INFO : Epoch 1902 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1928.76 ms
[2022-04-10 10:46:16 main:574] : INFO : Epoch 1903 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 1943.71 ms
[2022-04-10 10:46:18 main:574] : INFO : Epoch 1904 | loss: 0.031157 | val_loss: 0.0311638 | Time: 1929.18 ms
[2022-04-10 10:46:20 main:574] : INFO : Epoch 1905 | loss: 0.031155 | val_loss: 0.0311628 | Time: 1927.21 ms
[2022-04-10 10:46:21 main:574] : INFO : Epoch 1906 | loss: 0.0311547 | val_loss: 0.031165 | Time: 1940.15 ms
[2022-04-10 10:46:23 main:574] : INFO : Epoch 1907 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 1959.49 ms
[2022-04-10 10:46:25 main:574] : INFO : Epoch 1908 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 1966.44 ms
[2022-04-10 10:46:27 main:574] : INFO : Epoch 1909 | loss: 0.0311543 | val_loss: 0.0311631 | Time: 1941.72 ms
[2022-04-10 10:46:29 main:574] : INFO : Epoch 1910 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 1932.57 ms
[2022-04-10 10:46:31 main:574] : INFO : Epoch 1911 | loss: 0.0311601 | val_loss: 0.0312139 | Time: 1978.28 ms
[2022-04-10 10:46:33 main:574] : INFO : Epoch 1912 | loss: 0.0315129 | val_loss: 0.0313199 | Time: 1953.25 ms
[2022-04-10 10:46:35 main:574] : INFO : Epoch 1913 | loss: 0.0359125 | val_loss: 0.0327601 | Time: 1977.25 ms
[2022-04-10 10:46:37 main:574] : INFO : Epoch 1914 | loss: 0.0336079 | val_loss: 0.0321104 | Time: 1945.71 ms
[2022-04-10 10:46:39 main:574] : INFO : Epoch 1915 | loss: 0.0315221 | val_loss: 0.031329 | Time: 1942.69 ms
[2022-04-10 10:46:41 main:574] : INFO : Epoch 1916 | loss: 0.031282 | val_loss: 0.0312521 | Time: 1931.24 ms
[2022-04-10 10:46:43 main:574] : INFO : Epoch 1917 | loss: 0.0312473 | val_loss: 0.0312443 | Time: 1981.81 ms
[2022-04-10 10:46:45 main:574] : INFO : Epoch 1918 | loss: 0.0312381 | val_loss: 0.0312351 | Time: 1988.8 ms
[2022-04-10 10:46:47 main:574] : INFO : Epoch 1919 | loss: 0.0312336 | val_loss: 0.0312311 | Time: 2008.87 ms
[2022-04-10 10:46:49 main:574] : INFO : Epoch 1920 | loss: 0.0312298 | val_loss: 0.0312266 | Time: 1990.97 ms
[2022-04-10 10:46:51 main:574] : INFO : Epoch 1921 | loss: 0.0312264 | val_loss: 0.0312232 | Time: 1960.93 ms
[2022-04-10 10:46:53 main:574] : INFO : Epoch 1922 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 1982.32 ms
[2022-04-10 10:46:55 main:574] : INFO : Epoch 1923 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1947.08 ms
[2022-04-10 10:46:57 main:574] : INFO : Epoch 1924 | loss: 0.0312192 | val_loss: 0.0312183 | Time: 1971.13 ms
[2022-04-10 10:46:59 main:574] : INFO : Epoch 1925 | loss: 0.031217 | val_loss: 0.0312185 | Time: 1949.3 ms
[2022-04-10 10:47:01 main:574] : INFO : Epoch 1926 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 1970.65 ms
[2022-04-10 10:47:03 main:574] : INFO : Epoch 1927 | loss: 0.0312139 | val_loss: 0.0312119 | Time: 1933.38 ms
[2022-04-10 10:47:05 main:574] : INFO : Epoch 1928 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 1955.95 ms
[2022-04-10 10:47:07 main:574] : INFO : Epoch 1929 | loss: 0.0312099 | val_loss: 0.0312093 | Time: 1933.52 ms
[2022-04-10 10:47:09 main:574] : INFO : Epoch 1930 | loss: 0.0312102 | val_loss: 0.0312122 | Time: 1948.15 ms
[2022-04-10 10:47:11 main:574] : INFO : Epoch 1931 | loss: 0.0312134 | val_loss: 0.0312113 | Time: 1951.95 ms
[2022-04-10 10:47:13 main:574] : INFO : Epoch 1932 | loss: 0.0312109 | val_loss: 0.0312068 | Time: 1949.32 ms
[2022-04-10 10:47:14 main:574] : INFO : Epoch 1933 | loss: 0.0312074 | val_loss: 0.0312065 | Time: 1972.85 ms
[2022-04-10 10:47:16 main:574] : INFO : Epoch 1934 | loss: 0.0312053 | val_loss: 0.0312025 | Time: 1951.14 ms
[2022-04-10 10:47:18 main:574] : INFO : Epoch 1935 | loss: 0.0312037 | val_loss: 0.0312016 | Time: 1940.5 ms
[2022-04-10 10:47:20 main:574] : INFO : Epoch 1936 | loss: 0.0312029 | val_loss: 0.0312026 | Time: 1945.86 ms
[2022-04-10 10:47:22 main:574] : INFO : Epoch 1937 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 1992.46 ms
[2022-04-10 10:47:24 main:574] : INFO : Epoch 1938 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 1945.64 ms
[2022-04-10 10:47:26 main:574] : INFO : Epoch 1939 | loss: 0.0312015 | val_loss: 0.0312 | Time: 1944.41 ms
[2022-04-10 10:47:28 main:574] : INFO : Epoch 1940 | loss: 0.0312006 | val_loss: 0.0311998 | Time: 1940.55 ms
[2022-04-10 10:47:30 main:574] : INFO : Epoch 1941 | loss: 0.0312005 | val_loss: 0.0312 | Time: 1954.24 ms
[2022-04-10 10:47:32 main:574] : INFO : Epoch 1942 | loss: 0.0312004 | val_loss: 0.031199 | Time: 1931.95 ms
[2022-04-10 10:47:34 main:574] : INFO : Epoch 1943 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1985.52 ms
[2022-04-10 10:47:36 main:574] : INFO : Epoch 1944 | loss: 0.0312 | val_loss: 0.0312 | Time: 1963.32 ms
[2022-04-10 10:47:38 main:574] : INFO : Epoch 1945 | loss: 0.0311989 | val_loss: 0.0311987 | Time: 1935.05 ms
[2022-04-10 10:47:40 main:574] : INFO : Epoch 1946 | loss: 0.0311984 | val_loss: 0.0312 | Time: 1921.55 ms
[2022-04-10 10:47:42 main:574] : INFO : Epoch 1947 | loss: 0.0312004 | val_loss: 0.0311977 | Time: 1939.97 ms
[2022-04-10 10:47:44 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.0311985 | Time: 1900.68 ms
[2022-04-10 10:47:46 main:574] : INFO : Epoch 1949 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 1916.98 ms
[2022-04-10 10:47:48 main:574] : INFO : Epoch 1950 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 1908.63 ms
[2022-04-10 10:47:50 main:574] : INFO : Epoch 1951 | loss: 0.031197 | val_loss: 0.0311973 | Time: 1907.96 ms
[2022-04-10 10:47:51 main:574] : INFO : Epoch 1952 | loss: 0.0311976 | val_loss: 0.031207 | Time: 1909.22 ms
[2022-04-10 10:47:53 main:574] : INFO : Epoch 1953 | loss: 0.031201 | val_loss: 0.0311967 | Time: 1906.23 ms
[2022-04-10 10:47:55 main:574] : INFO : Epoch 1954 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 1933.33 ms
[2022-04-10 10:47:57 main:574] : INFO : Epoch 1955 | loss: 0.0311974 | val_loss: 0.031206 | Time: 1912.9 ms
[2022-04-10 10:47:59 main:574] : INFO : Epoch 1956 | loss: 0.0312 | val_loss: 0.0311963 | Time: 1911.47 ms
[2022-04-10 10:48:01 main:574] : INFO : Epoch 1957 | loss: 0.0311975 | val_loss: 0.0311974 | Time: 1914.15 ms
[2022-04-10 10:48:03 main:574] : INFO : Epoch 1958 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 1903.45 ms
[2022-04-10 10:48:05 main:574] : INFO : Epoch 1959 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 1914.45 ms
[2022-04-10 10:48:07 main:574] : INFO : Epoch 1960 | loss: 0.0311953 | val_loss: 0.0311979 | Time: 1911.08 ms
[2022-04-10 10:48:09 main:574] : INFO : Epoch 1961 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 1920.55 ms
[2022-04-10 10:48:11 main:574] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0311942 | Time: 1921.55 ms
[2022-04-10 10:48:13 main:574] : INFO : Epoch 1963 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 1910.09 ms
[2022-04-10 10:48:14 main:574] : INFO : Epoch 1964 | loss: 0.0311952 | val_loss: 0.0311932 | Time: 1922.14 ms
[2022-04-10 10:48:16 main:574] : INFO : Epoch 1965 | loss: 0.0311943 | val_loss: 0.0311939 | Time: 1937.79 ms
[2022-04-10 10:48:18 main:574] : INFO : Epoch 1966 | loss: 0.0311938 | val_loss: 0.0311938 | Time: 1902.22 ms
[2022-04-10 10:48:20 main:574] : INFO : Epoch 1967 | loss: 0.031194 | val_loss: 0.0311926 | Time: 1913.18 ms
[2022-04-10 10:48:22 main:574] : INFO : Epoch 1968 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 1926.1 ms
[2022-04-10 10:48:24 main:574] : INFO : Epoch 1969 | loss: 0.0311931 | val_loss: 0.0311925 | Time: 1915.37 ms
[2022-04-10 10:48:26 main:574] : INFO : Epoch 1970 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 1896.65 ms
[2022-04-10 10:48:28 main:574] : INFO : Epoch 1971 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 1892.92 ms
[2022-04-10 10:48:30 main:574] : INFO : Epoch 1972 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 1918.82 ms
[2022-04-10 10:48:32 main:574] : INFO : Epoch 1973 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 1906.59 ms
[2022-04-10 10:48:34 main:574] : INFO : Epoch 1974 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 1900.64 ms
[2022-04-10 10:48:35 main:574] : INFO : Epoch 1975 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 1885.95 ms
[2022-04-10 10:48:37 main:574] : INFO : Epoch 1976 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 1881.15 ms
[2022-04-10 10:48:39 main:574] : INFO : Epoch 1977 | loss: 0.0311836 | val_loss: 0.0311836 | Time: 1896.77 ms
[2022-04-10 10:48:41 main:574] : INFO : Epoch 1978 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 1901.3 ms
[2022-04-10 10:48:43 main:574] : INFO : Epoch 1979 | loss: 0.0311828 | val_loss: 0.0311911 | Time: 1889.39 ms
[2022-04-10 10:48:45 main:574] : INFO : Epoch 1980 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 1887.92 ms
[2022-04-10 10:48:47 main:574] : INFO : Epoch 1981 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 1888.7 ms
[2022-04-10 10:48:49 main:574] : INFO : Epoch 1982 | loss: 0.0311813 | val_loss: 0.031181 | Time: 1887.93 ms
[2022-04-10 10:48:51 main:574] : INFO : Epoch 1983 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 1892.09 ms
[2022-04-10 10:48:53 main:574] : INFO : Epoch 1984 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 1905.94 ms
[2022-04-10 10:48:54 main:574] : INFO : Epoch 1985 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1900.29 ms
[2022-04-10 10:48:56 main:574] : INFO : Epoch 1986 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 1895.16 ms
[2022-04-10 10:48:58 main:574] : INFO : Epoch 1987 | loss: 0.03118 | val_loss: 0.0311832 | Time: 1894.24 ms
[2022-04-10 10:49:00 main:574] : INFO : Epoch 1988 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 1914.75 ms
[2022-04-10 10:49:02 main:574] : INFO : Epoch 1989 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 1882.53 ms
[2022-04-10 10:49:04 main:574] : INFO : Epoch 1990 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 1887.82 ms
[2022-04-10 10:49:06 main:574] : INFO : Epoch 1991 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 1893.41 ms
[2022-04-10 10:49:08 main:574] : INFO : Epoch 1992 | loss: 0.0311802 | val_loss: 0.031181 | Time: 1903.37 ms
[2022-04-10 10:49:10 main:574] : INFO : Epoch 1993 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1897.84 ms
[2022-04-10 10:49:12 main:574] : INFO : Epoch 1994 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1899.8 ms
[2022-04-10 10:49:13 main:574] : INFO : Epoch 1995 | loss: 0.0311787 | val_loss: 0.0311938 | Time: 1894.48 ms
[2022-04-10 10:49:15 main:574] : INFO : Epoch 1996 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 1909.47 ms
[2022-04-10 10:49:17 main:574] : INFO : Epoch 1997 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1897.45 ms
[2022-04-10 10:49:19 main:574] : INFO : Epoch 1998 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 1899.26 ms
[2022-04-10 10:49:21 main:574] : INFO : Epoch 1999 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1897.92 ms
[2022-04-10 10:49:23 main:574] : INFO : Epoch 2000 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1891.79 ms
[2022-04-10 10:49:25 main:574] : INFO : Epoch 2001 | loss: 0.0311764 | val_loss: 0.031178 | Time: 1890.63 ms
[2022-04-10 10:49:27 main:574] : INFO : Epoch 2002 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1899.53 ms
[2022-04-10 10:49:29 main:574] : INFO : Epoch 2003 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1896.14 ms
[2022-04-10 10:49:31 main:574] : INFO : Epoch 2004 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1897.82 ms
[2022-04-10 10:49:32 main:574] : INFO : Epoch 2005 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 1890.34 ms
[2022-04-10 10:49:34 main:574] : INFO : Epoch 2006 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1902.55 ms
[2022-04-10 10:49:36 main:574] : INFO : Epoch 2007 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1905.16 ms
[2022-04-10 10:49:38 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 1907.02 ms
[2022-04-10 10:49:40 main:574] : INFO : Epoch 2009 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 1896.81 ms
[2022-04-10 10:49:42 main:574] : INFO : Epoch 2010 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1884.54 ms
[2022-04-10 10:49:44 main:574] : INFO : Epoch 2011 | loss: 0.031174 | val_loss: 0.031176 | Time: 1901.56 ms
[2022-04-10 10:49:46 main:574] : INFO : Epoch 2012 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 1898.23 ms
[2022-04-10 10:49:48 main:574] : INFO : Epoch 2013 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1894.74 ms
[2022-04-10 10:49:50 main:574] : INFO : Epoch 2014 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 1886.54 ms
[2022-04-10 10:49:51 main:574] : INFO : Epoch 2015 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 1887.66 ms
[2022-04-10 10:49:53 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 1901.55 ms
[2022-04-10 10:49:55 main:574] : INFO : Epoch 2017 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 1907.36 ms
[2022-04-10 10:49:57 main:574] : INFO : Epoch 2018 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1892.98 ms
[2022-04-10 10:49:59 main:574] : INFO : Epoch 2019 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1910.57 ms
[2022-04-10 10:50:01 main:574] : INFO : Epoch 2020 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 1903.96 ms
[2022-04-10 10:50:03 main:574] : INFO : Epoch 2021 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 1877.95 ms
[2022-04-10 10:50:05 main:574] : INFO : Epoch 2022 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 1878.92 ms
[2022-04-10 10:50:07 main:574] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1888.45 ms
[2022-04-10 10:50:09 main:574] : INFO : Epoch 2024 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1880.24 ms
[2022-04-10 10:50:10 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1882.75 ms
[2022-04-10 10:50:12 main:574] : INFO : Epoch 2026 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 1869.25 ms
[2022-04-10 10:50:14 main:574] : INFO : Epoch 2027 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1859.02 ms
[2022-04-10 10:50:16 main:574] : INFO : Epoch 2028 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 1885.77 ms
[2022-04-10 10:50:18 main:574] : INFO : Epoch 2029 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1879.41 ms
[2022-04-10 10:50:20 main:574] : INFO : Epoch 2030 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1878.82 ms
[2022-04-10 10:50:22 main:574] : INFO : Epoch 2031 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1870.29 ms
[2022-04-10 10:50:24 main:574] : INFO : Epoch 2032 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 1874.02 ms
[2022-04-10 10:50:25 main:574] : INFO : Epoch 2033 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 1879.19 ms
[2022-04-10 10:50:27 main:574] : INFO : Epoch 2034 | loss: 0.0311721 | val_loss: 0.0311743 | Time: 1888.33 ms
[2022-04-10 10:50:29 main:574] : INFO : Epoch 2035 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 1880.61 ms
[2022-04-10 10:50:31 main:574] : INFO : Epoch 2036 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 1887.21 ms
[2022-04-10 10:50:33 main:574] : INFO : Epoch 2037 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 1885.01 ms
[2022-04-10 10:50:35 main:574] : INFO : Epoch 2038 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 1887.81 ms
[2022-04-10 10:50:37 main:574] : INFO : Epoch 2039 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1876.29 ms
[2022-04-10 10:50:39 main:574] : INFO : Epoch 2040 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 1877.43 ms
[2022-04-10 10:50:41 main:574] : INFO : Epoch 2041 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1867.76 ms
[2022-04-10 10:50:42 main:574] : INFO : Epoch 2042 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1877.42 ms
[2022-04-10 10:50:44 main:574] : INFO : Epoch 2043 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 1872.21 ms
[2022-04-10 10:50:46 main:574] : INFO : Epoch 2044 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 1874.42 ms
[2022-04-10 10:50:48 main:574] : INFO : Epoch 2045 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 1858.72 ms
[2022-04-10 10:50:50 main:574] : INFO : Epoch 2046 | loss: 0.031171 | val_loss: 0.0311752 | Time: 1874.28 ms
[2022-04-10 10:50:52 main:574] : INFO : Epoch 2047 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1855.16 ms
[2022-04-10 10:50:54 main:574] : INFO : Epoch 2048 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 1852.96 ms
[2022-04-10 10:50:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763
[2022-04-10 10:50:54 main:603] : INFO : Saving end state to config to file
[2022-04-10 10:50:54 main:608] : INFO : Success, exiting..
10:50:54 (32164): 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)