Task 13668831
| Name | ParityModified-1647041674-20546-1-0_1 |
| Workunit | 10153743 |
| Created | 23 Mar 2022, 16:15:25 UTC |
| Sent | 23 Mar 2022, 18:54:19 UTC |
| Report deadline | 31 Mar 2022, 18:54:19 UTC |
| Received | 23 Mar 2022, 20:26:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 6 min 29 sec |
| CPU time | 1 hours 4 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 5:09 main:574] : INFO : Epoch 1542 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1968.73 ms [2022-03-23 20:45:11 main:574] : INFO : Epoch 1543 | loss: 0.031178 | val_loss: 0.0311796 | Time: 1958.41 ms [2022-03-23 20:45:13 main:574] : INFO : Epoch 1544 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1984.58 ms [2022-03-23 20:45:15 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 1959.33 ms [2022-03-23 20:45:17 main:574] : INFO : Epoch 1546 | loss: 0.031175 | val_loss: 0.0311771 | Time: 1956.5 ms [2022-03-23 20:45:19 main:574] : INFO : Epoch 1547 | loss: 0.0311744 | val_loss: 0.031176 | Time: 1964.73 ms [2022-03-23 20:45:21 main:574] : INFO : Epoch 1548 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 1959.56 ms [2022-03-23 20:45:23 main:574] : INFO : Epoch 1549 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1966.84 ms [2022-03-23 20:45:25 main:574] : INFO : Epoch 1550 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 1933.53 ms [2022-03-23 20:45:27 main:574] : INFO : Epoch 1551 | loss: 0.031172 | val_loss: 0.0311745 | Time: 1983.02 ms [2022-03-23 20:45:29 main:574] : INFO : Epoch 1552 | loss: 0.0311711 | val_loss: 0.031174 | Time: 1966.91 ms [2022-03-23 20:45:31 main:574] : INFO : Epoch 1553 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1941.49 ms [2022-03-23 20:45:33 main:574] : INFO : Epoch 1554 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 1933.38 ms [2022-03-23 20:45:35 main:574] : INFO : Epoch 1555 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 1950.57 ms [2022-03-23 20:45:37 main:574] : INFO : Epoch 1556 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1970.64 ms [2022-03-23 20:45:39 main:574] : INFO : Epoch 1557 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 1948.15 ms [2022-03-23 20:45:41 main:574] : INFO : Epoch 1558 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 1948.58 ms [2022-03-23 20:45:43 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1942.1 ms [2022-03-23 20:45:44 main:574] : INFO : Epoch 1560 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 1959.07 ms [2022-03-23 20:45:46 main:574] : INFO : Epoch 1561 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1949.7 ms [2022-03-23 20:45:48 main:574] : INFO : Epoch 1562 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 1973.85 ms [2022-03-23 20:45:50 main:574] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 1929.85 ms [2022-03-23 20:45:52 main:574] : INFO : Epoch 1564 | loss: 0.0311628 | val_loss: 0.03117 | Time: 1937.57 ms [2022-03-23 20:45:54 main:574] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1967.61 ms [2022-03-23 20:45:56 main:574] : INFO : Epoch 1566 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1962.22 ms [2022-03-23 20:45:58 main:574] : INFO : Epoch 1567 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 1954.19 ms [2022-03-23 20:46:00 main:574] : INFO : Epoch 1568 | loss: 0.0311599 | val_loss: 0.0311692 | Time: 1942.53 ms [2022-03-23 20:46:02 main:574] : INFO : Epoch 1569 | loss: 0.0311601 | val_loss: 0.0311715 | Time: 1960.14 ms [2022-03-23 20:46:04 main:574] : INFO : Epoch 1570 | loss: 0.0311593 | val_loss: 0.031169 | Time: 1940.97 ms [2022-03-23 20:46:06 main:574] : INFO : Epoch 1571 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 1970.44 ms [2022-03-23 20:46:08 main:574] : INFO : Epoch 1572 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 1960.73 ms [2022-03-23 20:46:10 main:574] : INFO : Epoch 1573 | loss: 0.0311567 | val_loss: 0.031169 | Time: 1993.65 ms [2022-03-23 20:46:12 main:574] : INFO : Epoch 1574 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1958.72 ms [2022-03-23 20:46:14 main:574] : INFO : Epoch 1575 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 1942.78 ms [2022-03-23 20:46:16 main:574] : INFO : Epoch 1576 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 1947.6 ms [2022-03-23 20:46:18 main:574] : INFO : Epoch 1577 | loss: 0.0311538 | val_loss: 0.0311692 | Time: 1941.51 ms [2022-03-23 20:46:20 main:574] : INFO : Epoch 1578 | loss: 0.0311532 | val_loss: 0.0311669 | Time: 1949.36 ms [2022-03-23 20:46:22 main:574] : INFO : Epoch 1579 | loss: 0.0311538 | val_loss: 0.0311689 | Time: 1945.38 ms [2022-03-23 20:46:24 main:574] : INFO : Epoch 1580 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 1936.06 ms [2022-03-23 20:46:26 main:574] : INFO : Epoch 1581 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 1940.29 ms [2022-03-23 20:46:28 main:574] : INFO : Epoch 1582 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 1962.88 ms [2022-03-23 20:46:30 main:574] : INFO : Epoch 1583 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 1964 ms [2022-03-23 20:46:32 main:574] : INFO : Epoch 1584 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 1915.55 ms [2022-03-23 20:46:34 main:574] : INFO : Epoch 1585 | loss: 0.0311497 | val_loss: 0.0311677 | Time: 1944.29 ms [2022-03-23 20:46:36 main:574] : INFO : Epoch 1586 | loss: 0.0311505 | val_loss: 0.0311665 | Time: 1958.15 ms [2022-03-23 20:46:38 main:574] : INFO : Epoch 1587 | loss: 0.0311492 | val_loss: 0.031167 | Time: 1963.54 ms [2022-03-23 20:46:39 main:574] : INFO : Epoch 1588 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 1937.64 ms [2022-03-23 20:46:41 main:574] : INFO : Epoch 1589 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 1939.94 ms [2022-03-23 20:46:43 main:574] : INFO : Epoch 1590 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1985.86 ms [2022-03-23 20:46:45 main:574] : INFO : Epoch 1591 | loss: 0.0311482 | val_loss: 0.0311664 | Time: 1955.31 ms [2022-03-23 20:46:47 main:574] : INFO : Epoch 1592 | loss: 0.0311477 | val_loss: 0.0311633 | Time: 1956.31 ms [2022-03-23 20:46:49 main:574] : INFO : Epoch 1593 | loss: 0.0311468 | val_loss: 0.0311666 | Time: 1945.67 ms [2022-03-23 20:46:51 main:574] : INFO : Epoch 1594 | loss: 0.0311463 | val_loss: 0.0311674 | Time: 1924.08 ms [2022-03-23 20:46:53 main:574] : INFO : Epoch 1595 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 1964.1 ms [2022-03-23 20:46:55 main:574] : INFO : Epoch 1596 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1967.56 ms [2022-03-23 20:46:57 main:574] : INFO : Epoch 1597 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 1954.4 ms [2022-03-23 20:46:59 main:574] : INFO : Epoch 1598 | loss: 0.0311448 | val_loss: 0.0311661 | Time: 1972.87 ms [2022-03-23 20:47:01 main:574] : INFO : Epoch 1599 | loss: 0.0311447 | val_loss: 0.0311658 | Time: 1957.73 ms [2022-03-23 20:47:03 main:574] : INFO : Epoch 1600 | loss: 0.031145 | val_loss: 0.0311665 | Time: 1992.97 ms [2022-03-23 20:47:05 main:574] : INFO : Epoch 1601 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 1951.16 ms [2022-03-23 20:47:07 main:574] : INFO : Epoch 1602 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 1953.74 ms [2022-03-23 20:47:09 main:574] : INFO : Epoch 1603 | loss: 0.0311422 | val_loss: 0.0311662 | Time: 2030.81 ms [2022-03-23 20:47:11 main:574] : INFO : Epoch 1604 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 1975.42 ms [2022-03-23 20:47:13 main:574] : INFO : Epoch 1605 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 1966.21 ms [2022-03-23 20:47:15 main:574] : INFO : Epoch 1606 | loss: 0.0311457 | val_loss: 0.0311626 | Time: 1963.21 ms [2022-03-23 20:47:17 main:574] : INFO : Epoch 1607 | loss: 0.0311439 | val_loss: 0.031166 | Time: 1933.56 ms [2022-03-23 20:47:19 main:574] : INFO : Epoch 1608 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 1942.78 ms [2022-03-23 20:47:21 main:574] : INFO : Epoch 1609 | loss: 0.0311417 | val_loss: 0.0311646 | Time: 1957.64 ms [2022-03-23 20:47:23 main:574] : INFO : Epoch 1610 | loss: 0.0311415 | val_loss: 0.031165 | Time: 1771.53 ms [2022-03-23 20:47:24 main:574] : INFO : Epoch 1611 | loss: 0.0311412 | val_loss: 0.0311688 | Time: 1777.14 ms [2022-03-23 20:47:26 main:574] : INFO : Epoch 1612 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 1763.46 ms [2022-03-23 20:47:28 main:574] : INFO : Epoch 1613 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1785.15 ms [2022-03-23 20:47:30 main:574] : INFO : Epoch 1614 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 1776.22 ms [2022-03-23 20:47:32 main:574] : INFO : Epoch 1615 | loss: 0.0311419 | val_loss: 0.031164 | Time: 1773.26 ms [2022-03-23 20:47:33 main:574] : INFO : Epoch 1616 | loss: 0.0311395 | val_loss: 0.0311709 | Time: 1793.86 ms [2022-03-23 20:47:35 main:574] : INFO : Epoch 1617 | loss: 0.031141 | val_loss: 0.0311689 | Time: 1776.81 ms [2022-03-23 20:47:37 main:574] : INFO : Epoch 1618 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1797.48 ms [2022-03-23 20:47:39 main:574] : INFO : Epoch 1619 | loss: 0.0311437 | val_loss: 0.031166 | Time: 1737.69 ms [2022-03-23 20:47:41 main:574] : INFO : Epoch 1620 | loss: 0.031142 | val_loss: 0.0311663 | Time: 1786.02 ms [2022-03-23 20:47:42 main:574] : INFO : Epoch 1621 | loss: 0.0311401 | val_loss: 0.0311698 | Time: 1764.98 ms [2022-03-23 20:47:44 main:574] : INFO : Epoch 1622 | loss: 0.0311397 | val_loss: 0.0311655 | Time: 1744.89 ms [2022-03-23 20:47:46 main:574] : INFO : Epoch 1623 | loss: 0.0311394 | val_loss: 0.0311648 | Time: 1771.75 ms [2022-03-23 20:47:48 main:574] : INFO : Epoch 1624 | loss: 0.0311398 | val_loss: 0.0311664 | Time: 1806.26 ms [2022-03-23 20:47:50 main:574] : INFO : Epoch 1625 | loss: 0.0311407 | val_loss: 0.0311663 | Time: 1793.55 ms [2022-03-23 20:47:51 main:574] : INFO : Epoch 1626 | loss: 0.0311424 | val_loss: 0.0311709 | Time: 1728.83 ms [2022-03-23 20:47:53 main:574] : INFO : Epoch 1627 | loss: 0.0311405 | val_loss: 0.0311681 | Time: 1781.5 ms [2022-03-23 20:47:55 main:574] : INFO : Epoch 1628 | loss: 0.0311412 | val_loss: 0.0311684 | Time: 1759.15 ms [2022-03-23 20:47:57 main:574] : INFO : Epoch 1629 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 1790.53 ms [2022-03-23 20:47:58 main:574] : INFO : Epoch 1630 | loss: 0.0311383 | val_loss: 0.0311673 | Time: 1761.41 ms [2022-03-23 20:48:00 main:574] : INFO : Epoch 1631 | loss: 0.0311368 | val_loss: 0.0311677 | Time: 1786.39 ms [2022-03-23 20:48:02 main:574] : INFO : Epoch 1632 | loss: 0.031142 | val_loss: 0.0311665 | Time: 1798.01 ms [2022-03-23 20:48:04 main:574] : INFO : Epoch 1633 | loss: 0.0311419 | val_loss: 0.0311624 | Time: 1750.72 ms [2022-03-23 20:48:06 main:574] : INFO : Epoch 1634 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1790.36 ms [2022-03-23 20:48:07 main:574] : INFO : Epoch 1635 | loss: 0.0311483 | val_loss: 0.0311632 | Time: 1769.19 ms [2022-03-23 20:48:09 main:574] : INFO : Epoch 1636 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 1778.89 ms [2022-03-23 20:48:11 main:574] : INFO : Epoch 1637 | loss: 0.0311436 | val_loss: 0.031167 | Time: 1756.38 ms [2022-03-23 20:48:13 main:574] : INFO : Epoch 1638 | loss: 0.0311409 | val_loss: 0.0311647 | Time: 1805.97 ms [2022-03-23 20:48:14 main:574] : INFO : Epoch 1639 | loss: 0.0311412 | val_loss: 0.0311618 | Time: 1737 ms [2022-03-23 20:48:16 main:574] : INFO : Epoch 1640 | loss: 0.0311409 | val_loss: 0.0311728 | Time: 1799.94 ms [2022-03-23 20:48:18 main:574] : INFO : Epoch 1641 | loss: 0.0311392 | val_loss: 0.0311664 | Time: 1780.26 ms [2022-03-23 20:48:20 main:574] : INFO : Epoch 1642 | loss: 0.0311378 | val_loss: 0.0311701 | Time: 1810.19 ms [2022-03-23 20:48:22 main:574] : INFO : Epoch 1643 | loss: 0.0311395 | val_loss: 0.0311683 | Time: 1812.4 ms [2022-03-23 20:48:24 main:574] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.0311674 | Time: 1761 ms [2022-03-23 20:48:25 main:574] : INFO : Epoch 1645 | loss: 0.0311361 | val_loss: 0.0311635 | Time: 1788.06 ms [2022-03-23 20:48:27 main:574] : INFO : Epoch 1646 | loss: 0.031134 | val_loss: 0.0311646 | Time: 1729.03 ms [2022-03-23 20:48:29 main:574] : INFO : Epoch 1647 | loss: 0.031135 | val_loss: 0.0311646 | Time: 1757.71 ms [2022-03-23 20:48:31 main:574] : INFO : Epoch 1648 | loss: 0.0311342 | val_loss: 0.0311675 | Time: 1762.14 ms [2022-03-23 20:48:32 main:574] : INFO : Epoch 1649 | loss: 0.0311336 | val_loss: 0.0311684 | Time: 1766.21 ms [2022-03-23 20:48:34 main:574] : INFO : Epoch 1650 | loss: 0.0311334 | val_loss: 0.0311701 | Time: 1768.41 ms [2022-03-23 20:48:36 main:574] : INFO : Epoch 1651 | loss: 0.0311325 | val_loss: 0.0311672 | Time: 1786.98 ms [2022-03-23 20:48:38 main:574] : INFO : Epoch 1652 | loss: 0.0311334 | val_loss: 0.0311701 | Time: 1755.77 ms [2022-03-23 20:48:40 main:574] : INFO : Epoch 1653 | loss: 0.0311331 | val_loss: 0.0311674 | Time: 1767.86 ms [2022-03-23 20:48:41 main:574] : INFO : Epoch 1654 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 1769.69 ms [2022-03-23 20:48:43 main:574] : INFO : Epoch 1655 | loss: 0.0311313 | val_loss: 0.0311674 | Time: 1758.37 ms [2022-03-23 20:48:45 main:574] : INFO : Epoch 1656 | loss: 0.0311292 | val_loss: 0.0311707 | Time: 1769.68 ms [2022-03-23 20:48:47 main:574] : INFO : Epoch 1657 | loss: 0.0311277 | val_loss: 0.0311726 | Time: 1764.66 ms [2022-03-23 20:48:48 main:574] : INFO : Epoch 1658 | loss: 0.0311293 | val_loss: 0.0311719 | Time: 1810.91 ms [2022-03-23 20:48:50 main:574] : INFO : Epoch 1659 | loss: 0.0311354 | val_loss: 0.0311672 | Time: 1774.49 ms [2022-03-23 20:48:52 main:574] : INFO : Epoch 1660 | loss: 0.0311337 | val_loss: 0.0311653 | Time: 1778.09 ms [2022-03-23 20:48:54 main:574] : INFO : Epoch 1661 | loss: 0.0311304 | val_loss: 0.0311708 | Time: 1808.11 ms [2022-03-23 20:48:56 main:574] : INFO : Epoch 1662 | loss: 0.0311307 | val_loss: 0.0311684 | Time: 1785.65 ms [2022-03-23 20:48:57 main:574] : INFO : Epoch 1663 | loss: 0.0311292 | val_loss: 0.031174 | Time: 1769.82 ms [2022-03-23 20:48:59 main:574] : INFO : Epoch 1664 | loss: 0.0311291 | val_loss: 0.0311708 | Time: 1754.09 ms [2022-03-23 20:49:01 main:574] : INFO : Epoch 1665 | loss: 0.0311286 | val_loss: 0.0311724 | Time: 1747.81 ms [2022-03-23 20:49:03 main:574] : INFO : Epoch 1666 | loss: 0.0311294 | val_loss: 0.0311722 | Time: 1794.14 ms [2022-03-23 20:49:05 main:574] : INFO : Epoch 1667 | loss: 0.0311278 | val_loss: 0.0311739 | Time: 1771.8 ms [2022-03-23 20:49:06 main:574] : INFO : Epoch 1668 | loss: 0.0311267 | val_loss: 0.0311724 | Time: 1748.69 ms [2022-03-23 20:49:08 main:574] : INFO : Epoch 1669 | loss: 0.0311253 | val_loss: 0.0311775 | Time: 1745.84 ms [2022-03-23 20:49:10 main:574] : INFO : Epoch 1670 | loss: 0.0311248 | val_loss: 0.0311708 | Time: 1741.29 ms [2022-03-23 20:49:12 main:574] : INFO : Epoch 1671 | loss: 0.031131 | val_loss: 0.0311697 | Time: 1765.73 ms [2022-03-23 20:49:13 main:574] : INFO : Epoch 1672 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 1766.9 ms [2022-03-23 20:49:15 main:574] : INFO : Epoch 1673 | loss: 0.0311379 | val_loss: 0.0311638 | Time: 1749.13 ms [2022-03-23 20:49:17 main:574] : INFO : Epoch 1674 | loss: 0.0311344 | val_loss: 0.0311675 | Time: 1776.47 ms [2022-03-23 20:49:19 main:574] : INFO : Epoch 1675 | loss: 0.0311363 | val_loss: 0.0311712 | Time: 1787.74 ms [2022-03-23 20:49:21 main:574] : INFO : Epoch 1676 | loss: 0.0311356 | val_loss: 0.0311693 | Time: 1777.4 ms [2022-03-23 20:49:22 main:574] : INFO : Epoch 1677 | loss: 0.0311357 | val_loss: 0.0311671 | Time: 1774.18 ms [2022-03-23 20:49:24 main:574] : INFO : Epoch 1678 | loss: 0.0311333 | val_loss: 0.0311669 | Time: 1772.02 ms [2022-03-23 20:49:26 main:574] : INFO : Epoch 1679 | loss: 0.0311339 | val_loss: 0.0311632 | Time: 1801.06 ms [2022-03-23 20:49:28 main:574] : INFO : Epoch 1680 | loss: 0.0311302 | val_loss: 0.0311652 | Time: 1761.37 ms [2022-03-23 20:49:30 main:574] : INFO : Epoch 1681 | loss: 0.0311282 | val_loss: 0.0311698 | Time: 1801.85 ms [2022-03-23 20:49:31 main:574] : INFO : Epoch 1682 | loss: 0.0311293 | val_loss: 0.0311671 | Time: 1740.76 ms [2022-03-23 20:49:33 main:574] : INFO : Epoch 1683 | loss: 0.0311274 | val_loss: 0.031166 | Time: 1759.18 ms [2022-03-23 20:49:35 main:574] : INFO : Epoch 1684 | loss: 0.0311261 | val_loss: 0.0311721 | Time: 1779.56 ms [2022-03-23 20:49:37 main:574] : INFO : Epoch 1685 | loss: 0.031127 | val_loss: 0.0311703 | Time: 1788.55 ms [2022-03-23 20:49:38 main:574] : INFO : Epoch 1686 | loss: 0.0311286 | val_loss: 0.031163 | Time: 1765.93 ms [2022-03-23 20:49:40 main:574] : INFO : Epoch 1687 | loss: 0.0311288 | val_loss: 0.0311658 | Time: 1736.11 ms [2022-03-23 20:49:42 main:574] : INFO : Epoch 1688 | loss: 0.0311277 | val_loss: 0.0311643 | Time: 1771.91 ms [2022-03-23 20:49:44 main:574] : INFO : Epoch 1689 | loss: 0.0311305 | val_loss: 0.0311636 | Time: 1759.21 ms [2022-03-23 20:49:46 main:574] : INFO : Epoch 1690 | loss: 0.0311343 | val_loss: 0.0311621 | Time: 1785.41 ms [2022-03-23 20:49:47 main:574] : INFO : Epoch 1691 | loss: 0.0311308 | val_loss: 0.0311667 | Time: 1785.34 ms [2022-03-23 20:49:49 main:574] : INFO : Epoch 1692 | loss: 0.0311299 | val_loss: 0.0311625 | Time: 1773.65 ms [2022-03-23 20:49:51 main:574] : INFO : Epoch 1693 | loss: 0.0311267 | val_loss: 0.031171 | Time: 1800.58 ms [2022-03-23 20:49:53 main:574] : INFO : Epoch 1694 | loss: 0.0311272 | val_loss: 0.0311694 | Time: 1759.9 ms [2022-03-23 20:49:54 main:574] : INFO : Epoch 1695 | loss: 0.0311277 | val_loss: 0.0311661 | Time: 1757.14 ms [2022-03-23 20:49:56 main:574] : INFO : Epoch 1696 | loss: 0.0311286 | val_loss: 0.0311737 | Time: 1781.21 ms [2022-03-23 20:49:58 main:574] : INFO : Epoch 1697 | loss: 0.0311275 | val_loss: 0.0311675 | Time: 1821.22 ms [2022-03-23 20:50:00 main:574] : INFO : Epoch 1698 | loss: 0.0311294 | val_loss: 0.0311686 | Time: 1783.19 ms [2022-03-23 20:50:02 main:574] : INFO : Epoch 1699 | loss: 0.0311324 | val_loss: 0.0311729 | Time: 1764.96 ms [2022-03-23 20:50:03 main:574] : INFO : Epoch 1700 | loss: 0.0311491 | val_loss: 0.0311679 | Time: 1781.76 ms [2022-03-23 20:50:05 main:574] : INFO : Epoch 1701 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 1786.89 ms [2022-03-23 20:50:07 main:574] : INFO : Epoch 1702 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 1773.11 ms [2022-03-23 20:50:09 main:574] : INFO : Epoch 1703 | loss: 0.031141 | val_loss: 0.0311653 | Time: 1782.84 ms [2022-03-23 20:50:11 main:574] : INFO : Epoch 1704 | loss: 0.0311385 | val_loss: 0.0311655 | Time: 1785.13 ms [2022-03-23 20:50:12 main:574] : INFO : Epoch 1705 | loss: 0.0311351 | val_loss: 0.0311646 | Time: 1761.55 ms [2022-03-23 20:50:14 main:574] : INFO : Epoch 1706 | loss: 0.031136 | val_loss: 0.0311634 | Time: 1786.51 ms [2022-03-23 20:50:16 main:574] : INFO : Epoch 1707 | loss: 0.0311369 | val_loss: 0.0311671 | Time: 1782.19 ms [2022-03-23 20:50:18 main:574] : INFO : Epoch 1708 | loss: 0.031133 | val_loss: 0.0311664 | Time: 1777.44 ms [2022-03-23 20:50:20 main:574] : INFO : Epoch 1709 | loss: 0.0311311 | val_loss: 0.0311626 | Time: 1783.34 ms [2022-03-23 20:50:21 main:574] : INFO : Epoch 1710 | loss: 0.0311303 | val_loss: 0.0311674 | Time: 1766.39 ms [2022-03-23 20:50:23 main:574] : INFO : Epoch 1711 | loss: 0.0311298 | val_loss: 0.0311719 | Time: 1806.25 ms [2022-03-23 20:50:25 main:574] : INFO : Epoch 1712 | loss: 0.0311307 | val_loss: 0.0311623 | Time: 1767.5 ms [2022-03-23 20:50:27 main:574] : INFO : Epoch 1713 | loss: 0.0311308 | val_loss: 0.0311631 | Time: 1745.24 ms [2022-03-23 20:50:28 main:574] : INFO : Epoch 1714 | loss: 0.0311298 | val_loss: 0.0311631 | Time: 1776.03 ms [2022-03-23 20:50:30 main:574] : INFO : Epoch 1715 | loss: 0.0311302 | val_loss: 0.031172 | Time: 1785.91 ms [2022-03-23 20:50:32 main:574] : INFO : Epoch 1716 | loss: 0.0311378 | val_loss: 0.0311853 | Time: 1774.79 ms [2022-03-23 20:50:34 main:574] : INFO : Epoch 1717 | loss: 0.0311334 | val_loss: 0.0311697 | Time: 1792.16 ms [2022-03-23 20:50:36 main:574] : INFO : Epoch 1718 | loss: 0.0311353 | val_loss: 0.0311683 | Time: 1734.78 ms [2022-03-23 20:50:37 main:574] : INFO : Epoch 1719 | loss: 0.0311327 | val_loss: 0.0311689 | Time: 1788.01 ms [2022-03-23 20:50:39 main:574] : INFO : Epoch 1720 | loss: 0.031128 | val_loss: 0.0311639 | Time: 1751.7 ms [2022-03-23 20:50:41 main:574] : INFO : Epoch 1721 | loss: 0.0311291 | val_loss: 0.0311692 | Time: 1780.99 ms [2022-03-23 20:50:43 main:574] : INFO : Epoch 1722 | loss: 0.0311248 | val_loss: 0.0311675 | Time: 1779.76 ms [2022-03-23 20:50:45 main:574] : INFO : Epoch 1723 | loss: 0.0311249 | val_loss: 0.0311677 | Time: 1757.41 ms [2022-03-23 20:50:46 main:574] : INFO : Epoch 1724 | loss: 0.0311262 | val_loss: 0.0311697 | Time: 1782.12 ms [2022-03-23 20:50:48 main:574] : INFO : Epoch 1725 | loss: 0.0311264 | val_loss: 0.0311707 | Time: 1767.28 ms [2022-03-23 20:50:50 main:574] : INFO : Epoch 1726 | loss: 0.0311256 | val_loss: 0.0311707 | Time: 1758.73 ms [2022-03-23 20:50:52 main:574] : INFO : Epoch 1727 | loss: 0.0311268 | val_loss: 0.0311625 | Time: 1783.13 ms [2022-03-23 20:50:54 main:574] : INFO : Epoch 1728 | loss: 0.0311283 | val_loss: 0.031161 | Time: 1797.66 ms [2022-03-23 20:50:55 main:574] : INFO : Epoch 1729 | loss: 0.031138 | val_loss: 0.0311648 | Time: 1763.81 ms [2022-03-23 20:50:57 main:574] : INFO : Epoch 1730 | loss: 0.031139 | val_loss: 0.0311635 | Time: 1742.26 ms [2022-03-23 20:50:59 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 1758.48 ms [2022-03-23 20:51:01 main:574] : INFO : Epoch 1732 | loss: 0.0311395 | val_loss: 0.0311674 | Time: 1803.02 ms [2022-03-23 20:51:02 main:574] : INFO : Epoch 1733 | loss: 0.031137 | val_loss: 0.0311657 | Time: 1783.07 ms [2022-03-23 20:51:04 main:574] : INFO : Epoch 1734 | loss: 0.0311307 | val_loss: 0.0311676 | Time: 1765.67 ms [2022-03-23 20:51:06 main:574] : INFO : Epoch 1735 | loss: 0.0311283 | val_loss: 0.0311678 | Time: 1781.79 ms [2022-03-23 20:51:08 main:574] : INFO : Epoch 1736 | loss: 0.0311269 | val_loss: 0.0311685 | Time: 1769.33 ms [2022-03-23 20:51:10 main:574] : INFO : Epoch 1737 | loss: 0.0311286 | val_loss: 0.0311728 | Time: 1788.45 ms [2022-03-23 20:51:11 main:574] : INFO : Epoch 1738 | loss: 0.0311293 | val_loss: 0.0311698 | Time: 1767.21 ms [2022-03-23 20:51:13 main:574] : INFO : Epoch 1739 | loss: 0.0311285 | val_loss: 0.0311699 | Time: 1779.91 ms [2022-03-23 20:51:15 main:574] : INFO : Epoch 1740 | loss: 0.0311224 | val_loss: 0.0311684 | Time: 1758.35 ms [2022-03-23 20:51:17 main:574] : INFO : Epoch 1741 | loss: 0.0311253 | val_loss: 0.0311664 | Time: 1809.06 ms [2022-03-23 20:51:19 main:574] : INFO : Epoch 1742 | loss: 0.0311289 | val_loss: 0.0311661 | Time: 1751.83 ms [2022-03-23 20:51:20 main:574] : INFO : Epoch 1743 | loss: 0.0311303 | val_loss: 0.0311627 | Time: 1811.16 ms [2022-03-23 20:51:22 main:574] : INFO : Epoch 1744 | loss: 0.0311283 | val_loss: 0.0311666 | Time: 1754.62 ms [2022-03-23 20:51:24 main:574] : INFO : Epoch 1745 | loss: 0.0311278 | val_loss: 0.0311656 | Time: 1771.86 ms [2022-03-23 20:51:26 main:574] : INFO : Epoch 1746 | loss: 0.0311242 | val_loss: 0.031167 | Time: 1798.66 ms [2022-03-23 20:51:27 main:574] : INFO : Epoch 1747 | loss: 0.0311251 | val_loss: 0.0311655 | Time: 1764.82 ms [2022-03-23 20:51:29 main:574] : INFO : Epoch 1748 | loss: 0.0311224 | val_loss: 0.0311624 | Time: 1745.54 ms [2022-03-23 20:51:31 main:574] : INFO : Epoch 1749 | loss: 0.0311236 | val_loss: 0.031166 | Time: 1775.6 ms [2022-03-23 20:51:33 main:574] : INFO : Epoch 1750 | loss: 0.0311264 | val_loss: 0.0311637 | Time: 1764.31 ms [2022-03-23 20:51:35 main:574] : INFO : Epoch 1751 | loss: 0.0311243 | val_loss: 0.0311678 | Time: 1796.94 ms [2022-03-23 20:51:36 main:574] : INFO : Epoch 1752 | loss: 0.0311222 | val_loss: 0.0311669 | Time: 1728.7 ms [2022-03-23 20:51:38 main:574] : INFO : Epoch 1753 | loss: 0.0311259 | val_loss: 0.0311678 | Time: 1808.99 ms [2022-03-23 20:51:40 main:574] : INFO : Epoch 1754 | loss: 0.0311221 | val_loss: 0.0311677 | Time: 1769.85 ms [2022-03-23 20:51:42 main:574] : INFO : Epoch 1755 | loss: 0.0311242 | val_loss: 0.0311628 | Time: 1765.64 ms [2022-03-23 20:51:43 main:574] : INFO : Epoch 1756 | loss: 0.031127 | val_loss: 0.0311621 | Time: 1759.86 ms [2022-03-23 20:51:45 main:574] : INFO : Epoch 1757 | loss: 0.0311288 | val_loss: 0.0311626 | Time: 1763.37 ms [2022-03-23 20:51:47 main:574] : INFO : Epoch 1758 | loss: 0.0311257 | val_loss: 0.031164 | Time: 1761.35 ms [2022-03-23 20:51:49 main:574] : INFO : Epoch 1759 | loss: 0.0311249 | val_loss: 0.0311606 | Time: 1733.66 ms [2022-03-23 20:51:51 main:574] : INFO : Epoch 1760 | loss: 0.0311279 | val_loss: 0.0311608 | Time: 1767.69 ms [2022-03-23 20:51:52 main:574] : INFO : Epoch 1761 | loss: 0.0311294 | val_loss: 0.0311709 | Time: 1783.57 ms [2022-03-23 20:51:54 main:574] : INFO : Epoch 1762 | loss: 0.0311265 | val_loss: 0.0311671 | Time: 1739.43 ms [2022-03-23 20:51:56 main:574] : INFO : Epoch 1763 | loss: 0.0311213 | val_loss: 0.0311676 | Time: 1771.36 ms [2022-03-23 20:51:58 main:574] : INFO : Epoch 1764 | loss: 0.0311282 | val_loss: 0.031168 | Time: 1790.91 ms [2022-03-23 20:51:59 main:574] : INFO : Epoch 1765 | loss: 0.0311327 | val_loss: 0.0311664 | Time: 1752.21 ms [2022-03-23 20:52:01 main:574] : INFO : Epoch 1766 | loss: 0.0311292 | val_loss: 0.0311635 | Time: 1821.3 ms [2022-03-23 20:52:03 main:574] : INFO : Epoch 1767 | loss: 0.0311301 | val_loss: 0.0311651 | Time: 1788.96 ms [2022-03-23 20:52:05 main:574] : INFO : Epoch 1768 | loss: 0.0311321 | val_loss: 0.0311636 | Time: 1797.47 ms [2022-03-23 20:52:07 main:574] : INFO : Epoch 1769 | loss: 0.0311274 | val_loss: 0.0311671 | Time: 1776.82 ms [2022-03-23 20:52:09 main:574] : INFO : Epoch 1770 | loss: 0.0311242 | val_loss: 0.0311639 | Time: 1776.84 ms [2022-03-23 20:52:10 main:574] : INFO : Epoch 1771 | loss: 0.031125 | val_loss: 0.0311597 | Time: 1810.28 ms [2022-03-23 20:52:12 main:574] : INFO : Epoch 1772 | loss: 0.0311238 | val_loss: 0.0311622 | Time: 1759.67 ms [2022-03-23 20:52:14 main:574] : INFO : Epoch 1773 | loss: 0.0311209 | val_loss: 0.0311575 | Time: 1785.44 ms [2022-03-23 20:52:16 main:574] : INFO : Epoch 1774 | loss: 0.0311199 | val_loss: 0.0311637 | Time: 1792.09 ms [2022-03-23 20:52:17 main:574] : INFO : Epoch 1775 | loss: 0.0311201 | val_loss: 0.0311632 | Time: 1779 ms [2022-03-23 20:52:19 main:574] : INFO : Epoch 1776 | loss: 0.0311209 | val_loss: 0.0311658 | Time: 1767.5 ms [2022-03-23 20:52:21 main:574] : INFO : Epoch 1777 | loss: 0.0311208 | val_loss: 0.0311639 | Time: 1781.46 ms [2022-03-23 20:52:23 main:574] : INFO : Epoch 1778 | loss: 0.0311178 | val_loss: 0.0311632 | Time: 1774.56 ms [2022-03-23 20:52:25 main:574] : INFO : Epoch 1779 | loss: 0.0311175 | val_loss: 0.0311645 | Time: 1757.42 ms [2022-03-23 20:52:26 main:574] : INFO : Epoch 1780 | loss: 0.0311214 | val_loss: 0.0311658 | Time: 1780.29 ms [2022-03-23 20:52:28 main:574] : INFO : Epoch 1781 | loss: 0.0311201 | val_loss: 0.0311668 | Time: 1791.13 ms [2022-03-23 20:52:30 main:574] : INFO : Epoch 1782 | loss: 0.0311254 | val_loss: 0.0311664 | Time: 1780.18 ms [2022-03-23 20:52:32 main:574] : INFO : Epoch 1783 | loss: 0.03112 | val_loss: 0.0311597 | Time: 1755.53 ms [2022-03-23 20:52:34 main:574] : INFO : Epoch 1784 | loss: 0.0311202 | val_loss: 0.0311649 | Time: 1767.22 ms [2022-03-23 20:52:35 main:574] : INFO : Epoch 1785 | loss: 0.0311196 | val_loss: 0.031169 | Time: 1745.8 ms [2022-03-23 20:52:37 main:574] : INFO : Epoch 1786 | loss: 0.0311183 | val_loss: 0.0311712 | Time: 1790.21 ms [2022-03-23 20:52:39 main:574] : INFO : Epoch 1787 | loss: 0.031117 | val_loss: 0.0311668 | Time: 1771.64 ms [2022-03-23 20:52:41 main:574] : INFO : Epoch 1788 | loss: 0.0311192 | val_loss: 0.0311604 | Time: 1777.22 ms [2022-03-23 20:52:42 main:574] : INFO : Epoch 1789 | loss: 0.0311359 | val_loss: 0.031163 | Time: 1755.19 ms [2022-03-23 20:52:44 main:574] : INFO : Epoch 1790 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 1774.76 ms [2022-03-23 20:52:46 main:574] : INFO : Epoch 1791 | loss: 0.0311341 | val_loss: 0.031164 | Time: 1767.74 ms [2022-03-23 20:52:48 main:574] : INFO : Epoch 1792 | loss: 0.0311311 | val_loss: 0.0311676 | Time: 1733.95 ms [2022-03-23 20:52:50 main:574] : INFO : Epoch 1793 | loss: 0.0311277 | val_loss: 0.0311651 | Time: 1758.25 ms [2022-03-23 20:52:51 main:574] : INFO : Epoch 1794 | loss: 0.0311265 | val_loss: 0.0311628 | Time: 1760.3 ms [2022-03-23 20:52:53 main:574] : INFO : Epoch 1795 | loss: 0.0311394 | val_loss: 0.0311688 | Time: 1780.64 ms [2022-03-23 20:52:55 main:574] : INFO : Epoch 1796 | loss: 0.0311341 | val_loss: 0.0311623 | Time: 1779.91 ms [2022-03-23 20:52:57 main:574] : INFO : Epoch 1797 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 1763.75 ms [2022-03-23 20:52:59 main:574] : INFO : Epoch 1798 | loss: 0.0311264 | val_loss: 0.0311679 | Time: 1809.92 ms [2022-03-23 20:53:00 main:574] : INFO : Epoch 1799 | loss: 0.0311249 | val_loss: 0.0311655 | Time: 1787.2 ms [2022-03-23 20:53:02 main:574] : INFO : Epoch 1800 | loss: 0.0311244 | val_loss: 0.0311605 | Time: 1772.12 ms [2022-03-23 20:53:04 main:574] : INFO : Epoch 1801 | loss: 0.0311259 | val_loss: 0.0311684 | Time: 1725.28 ms [2022-03-23 20:53:06 main:574] : INFO : Epoch 1802 | loss: 0.0311251 | val_loss: 0.0311632 | Time: 1774.44 ms [2022-03-23 20:53:07 main:574] : INFO : Epoch 1803 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 1778.69 ms [2022-03-23 20:53:09 main:574] : INFO : Epoch 1804 | loss: 0.0311208 | val_loss: 0.031161 | Time: 1784.18 ms [2022-03-23 20:53:11 main:574] : INFO : Epoch 1805 | loss: 0.0311217 | val_loss: 0.0311616 | Time: 1774.1 ms [2022-03-23 20:53:13 main:574] : INFO : Epoch 1806 | loss: 0.0311206 | val_loss: 0.0311668 | Time: 1772.64 ms [2022-03-23 20:53:15 main:574] : INFO : Epoch 1807 | loss: 0.0311211 | val_loss: 0.0311661 | Time: 1786.5 ms [2022-03-23 20:53:16 main:574] : INFO : Epoch 1808 | loss: 0.0311203 | val_loss: 0.0311668 | Time: 1782.56 ms [2022-03-23 20:53:18 main:574] : INFO : Epoch 1809 | loss: 0.031121 | val_loss: 0.0311649 | Time: 1723 ms [2022-03-23 20:53:20 main:574] : INFO : Epoch 1810 | loss: 0.0311179 | val_loss: 0.0311656 | Time: 1792.23 ms [2022-03-23 20:53:22 main:574] : INFO : Epoch 1811 | loss: 0.0311199 | val_loss: 0.031164 | Time: 1770.59 ms [2022-03-23 20:53:23 main:574] : INFO : Epoch 1812 | loss: 0.031123 | val_loss: 0.031163 | Time: 1747.08 ms [2022-03-23 20:53:25 main:574] : INFO : Epoch 1813 | loss: 0.0311186 | val_loss: 0.0311624 | Time: 1764.69 ms [2022-03-23 20:53:27 main:574] : INFO : Epoch 1814 | loss: 0.0311177 | val_loss: 0.0311669 | Time: 1760.11 ms [2022-03-23 20:53:29 main:574] : INFO : Epoch 1815 | loss: 0.031121 | val_loss: 0.0311712 | Time: 1754.37 ms [2022-03-23 20:53:31 main:574] : INFO : Epoch 1816 | loss: 0.0311204 | val_loss: 0.0311626 | Time: 1789 ms [2022-03-23 20:53:32 main:574] : INFO : Epoch 1817 | loss: 0.0311174 | val_loss: 0.0311661 | Time: 1788.81 ms [2022-03-23 20:53:34 main:574] : INFO : Epoch 1818 | loss: 0.0311176 | val_loss: 0.0311682 | Time: 1824.66 ms [2022-03-23 20:53:36 main:574] : INFO : Epoch 1819 | loss: 0.0311154 | val_loss: 0.0311651 | Time: 1772.85 ms [2022-03-23 20:53:38 main:574] : INFO : Epoch 1820 | loss: 0.0311191 | val_loss: 0.0311697 | Time: 1763.48 ms [2022-03-23 20:53:40 main:574] : INFO : Epoch 1821 | loss: 0.0311167 | val_loss: 0.0311678 | Time: 1780.29 ms [2022-03-23 20:53:41 main:574] : INFO : Epoch 1822 | loss: 0.0311134 | val_loss: 0.0311692 | Time: 1805.15 ms [2022-03-23 20:53:43 main:574] : INFO : Epoch 1823 | loss: 0.0311145 | val_loss: 0.0311641 | Time: 1772.46 ms [2022-03-23 20:53:45 main:574] : INFO : Epoch 1824 | loss: 0.031116 | val_loss: 0.0311697 | Time: 1754.05 ms [2022-03-23 20:53:47 main:574] : INFO : Epoch 1825 | loss: 0.0311168 | val_loss: 0.0311686 | Time: 1779.13 ms [2022-03-23 20:53:49 main:574] : INFO : Epoch 1826 | loss: 0.0311168 | val_loss: 0.031165 | Time: 1789.06 ms [2022-03-23 20:53:50 main:574] : INFO : Epoch 1827 | loss: 0.0311163 | val_loss: 0.0311685 | Time: 1761.24 ms [2022-03-23 20:53:52 main:574] : INFO : Epoch 1828 | loss: 0.0311141 | val_loss: 0.0311638 | Time: 1802.87 ms [2022-03-23 20:53:54 main:574] : INFO : Epoch 1829 | loss: 0.0311145 | val_loss: 0.0311673 | Time: 1760.98 ms [2022-03-23 20:53:56 main:574] : INFO : Epoch 1830 | loss: 0.0311171 | val_loss: 0.0311714 | Time: 1739.7 ms [2022-03-23 20:53:57 main:574] : INFO : Epoch 1831 | loss: 0.0311191 | val_loss: 0.0311654 | Time: 1731.27 ms [2022-03-23 20:53:59 main:574] : INFO : Epoch 1832 | loss: 0.0311331 | val_loss: 0.0311678 | Time: 1785.14 ms [2022-03-23 20:54:01 main:574] : INFO : Epoch 1833 | loss: 0.0311402 | val_loss: 0.0311645 | Time: 1819.62 ms [2022-03-23 20:54:03 main:574] : INFO : Epoch 1834 | loss: 0.0311335 | val_loss: 0.0311624 | Time: 1788.14 ms [2022-03-23 20:54:05 main:574] : INFO : Epoch 1835 | loss: 0.031129 | val_loss: 0.0311673 | Time: 1773.86 ms [2022-03-23 20:54:06 main:574] : INFO : Epoch 1836 | loss: 0.031126 | val_loss: 0.0311657 | Time: 1845.03 ms [2022-03-23 20:54:08 main:574] : INFO : Epoch 1837 | loss: 0.031126 | val_loss: 0.0311678 | Time: 1779.59 ms [2022-03-23 20:54:10 main:574] : INFO : Epoch 1838 | loss: 0.0311215 | val_loss: 0.0311683 | Time: 1800.27 ms [2022-03-23 20:54:12 main:574] : INFO : Epoch 1839 | loss: 0.0311197 | val_loss: 0.0311652 | Time: 1802.21 ms [2022-03-23 20:54:14 main:574] : INFO : Epoch 1840 | loss: 0.0311211 | val_loss: 0.0311641 | Time: 1753.5 ms [2022-03-23 20:54:15 main:574] : INFO : Epoch 1841 | loss: 0.0311142 | val_loss: 0.0311689 | Time: 1814.86 ms [2022-03-23 20:54:17 main:574] : INFO : Epoch 1842 | loss: 0.0311142 | val_loss: 0.0311665 | Time: 1786.42 ms [2022-03-23 20:54:19 main:574] : INFO : Epoch 1843 | loss: 0.0311172 | val_loss: 0.0311734 | Time: 1784.88 ms [2022-03-23 20:54:21 main:574] : INFO : Epoch 1844 | loss: 0.031114 | val_loss: 0.031171 | Time: 1752.27 ms [2022-03-23 20:54:23 main:574] : INFO : Epoch 1845 | loss: 0.0311194 | val_loss: 0.03117 | Time: 1783.05 ms [2022-03-23 20:54:24 main:574] : INFO : Epoch 1846 | loss: 0.0311204 | val_loss: 0.031172 | Time: 1761.14 ms [2022-03-23 20:54:26 main:574] : INFO : Epoch 1847 | loss: 0.0311219 | val_loss: 0.0311737 | Time: 1811.63 ms [2022-03-23 20:54:28 main:574] : INFO : Epoch 1848 | loss: 0.0311197 | val_loss: 0.0311752 | Time: 1787.8 ms [2022-03-23 20:54:30 main:574] : INFO : Epoch 1849 | loss: 0.031118 | val_loss: 0.0311711 | Time: 1773.88 ms [2022-03-23 20:54:32 main:574] : INFO : Epoch 1850 | loss: 0.0311158 | val_loss: 0.0311706 | Time: 1760.95 ms [2022-03-23 20:54:33 main:574] : INFO : Epoch 1851 | loss: 0.0311152 | val_loss: 0.0311701 | Time: 1809.98 ms [2022-03-23 20:54:35 main:574] : INFO : Epoch 1852 | loss: 0.0311127 | val_loss: 0.0311705 | Time: 1774.54 ms [2022-03-23 20:54:37 main:574] : INFO : Epoch 1853 | loss: 0.0311113 | val_loss: 0.0311721 | Time: 1836.54 ms [2022-03-23 20:54:39 main:574] : INFO : Epoch 1854 | loss: 0.0311117 | val_loss: 0.0311695 | Time: 1802.56 ms [2022-03-23 20:54:41 main:574] : INFO : Epoch 1855 | loss: 0.0311111 | val_loss: 0.0311703 | Time: 1779.87 ms [2022-03-23 20:54:42 main:574] : INFO : Epoch 1856 | loss: 0.031109 | val_loss: 0.0311708 | Time: 1783.54 ms [2022-03-23 20:54:44 main:574] : INFO : Epoch 1857 | loss: 0.0311109 | val_loss: 0.0311728 | Time: 1773.14 ms [2022-03-23 20:54:46 main:574] : INFO : Epoch 1858 | loss: 0.0311167 | val_loss: 0.0311737 | Time: 1806.71 ms [2022-03-23 20:54:48 main:574] : INFO : Epoch 1859 | loss: 0.0311154 | val_loss: 0.0311733 | Time: 1795.57 ms [2022-03-23 20:54:50 main:574] : INFO : Epoch 1860 | loss: 0.0311115 | val_loss: 0.0311815 | Time: 1793.35 ms [2022-03-23 20:54:51 main:574] : INFO : Epoch 1861 | loss: 0.0311122 | val_loss: 0.0311768 | Time: 1803.69 ms [2022-03-23 20:54:53 main:574] : INFO : Epoch 1862 | loss: 0.0311133 | val_loss: 0.0311797 | Time: 1779.44 ms [2022-03-23 20:54:55 main:574] : INFO : Epoch 1863 | loss: 0.0311151 | val_loss: 0.0311746 | Time: 1807.65 ms [2022-03-23 20:54:57 main:574] : INFO : Epoch 1864 | loss: 0.031111 | val_loss: 0.0311694 | Time: 1782.49 ms [2022-03-23 20:54:59 main:574] : INFO : Epoch 1865 | loss: 0.0311086 | val_loss: 0.0311734 | Time: 1848.9 ms [2022-03-23 20:55:01 main:574] : INFO : Epoch 1866 | loss: 0.0311088 | val_loss: 0.0311736 | Time: 1910.25 ms [2022-03-23 20:55:03 main:574] : INFO : Epoch 1867 | loss: 0.0311098 | val_loss: 0.031168 | Time: 1979.37 ms [2022-03-23 20:55:05 main:574] : INFO : Epoch 1868 | loss: 0.0311096 | val_loss: 0.0311749 | Time: 1971.94 ms [2022-03-23 20:55:07 main:574] : INFO : Epoch 1869 | loss: 0.0311094 | val_loss: 0.0311745 | Time: 1924.96 ms [2022-03-23 20:55:09 main:574] : INFO : Epoch 1870 | loss: 0.0311094 | val_loss: 0.0311738 | Time: 1930.06 ms [2022-03-23 20:55:10 main:574] : INFO : Epoch 1871 | loss: 0.031114 | val_loss: 0.0311749 | Time: 1937.7 ms [2022-03-23 20:55:12 main:574] : INFO : Epoch 1872 | loss: 0.0311201 | val_loss: 0.0311658 | Time: 1922.68 ms [2022-03-23 20:55:14 main:574] : INFO : Epoch 1873 | loss: 0.0311144 | val_loss: 0.031169 | Time: 1984.64 ms [2022-03-23 20:55:16 main:574] : INFO : Epoch 1874 | loss: 0.031113 | val_loss: 0.0311655 | Time: 1966.59 ms [2022-03-23 20:55:18 main:574] : INFO : Epoch 1875 | loss: 0.0311102 | val_loss: 0.0311756 | Time: 1934.7 ms [2022-03-23 20:55:20 main:574] : INFO : Epoch 1876 | loss: 0.0311102 | val_loss: 0.03117 | Time: 1928.98 ms [2022-03-23 20:55:22 main:574] : INFO : Epoch 1877 | loss: 0.0311167 | val_loss: 0.0311741 | Time: 1974.88 ms [2022-03-23 20:55:24 main:574] : INFO : Epoch 1878 | loss: 0.0311383 | val_loss: 0.0311666 | Time: 1952.18 ms [2022-03-23 20:55:26 main:574] : INFO : Epoch 1879 | loss: 0.0311329 | val_loss: 0.0311691 | Time: 1940.36 ms [2022-03-23 20:55:28 main:574] : INFO : Epoch 1880 | loss: 0.031126 | val_loss: 0.0311682 | Time: 1957.72 ms [2022-03-23 20:55:30 main:574] : INFO : Epoch 1881 | loss: 0.0311242 | val_loss: 0.0311703 | Time: 1952.82 ms [2022-03-23 20:55:32 main:574] : INFO : Epoch 1882 | loss: 0.0311232 | val_loss: 0.0311696 | Time: 1919.37 ms [2022-03-23 20:55:34 main:574] : INFO : Epoch 1883 | loss: 0.0311225 | val_loss: 0.0311689 | Time: 1931.65 ms [2022-03-23 20:55:36 main:574] : INFO : Epoch 1884 | loss: 0.0311184 | val_loss: 0.0311694 | Time: 1911.38 ms [2022-03-23 20:55:38 main:574] : INFO : Epoch 1885 | loss: 0.0311173 | val_loss: 0.0311752 | Time: 1933.23 ms [2022-03-23 20:55:40 main:574] : INFO : Epoch 1886 | loss: 0.0311164 | val_loss: 0.031168 | Time: 1904.78 ms [2022-03-23 20:55:42 main:574] : INFO : Epoch 1887 | loss: 0.0311136 | val_loss: 0.031169 | Time: 1937.57 ms [2022-03-23 20:55:44 main:574] : INFO : Epoch 1888 | loss: 0.0311148 | val_loss: 0.0311732 | Time: 1908.25 ms [2022-03-23 20:55:46 main:574] : INFO : Epoch 1889 | loss: 0.0311113 | val_loss: 0.0311835 | Time: 1928.9 ms [2022-03-23 20:55:48 main:574] : INFO : Epoch 1890 | loss: 0.0311102 | val_loss: 0.0311722 | Time: 1956.62 ms [2022-03-23 20:55:49 main:574] : INFO : Epoch 1891 | loss: 0.0311117 | val_loss: 0.0311774 | Time: 1923.41 ms [2022-03-23 20:55:51 main:574] : INFO : Epoch 1892 | loss: 0.0311121 | val_loss: 0.0311791 | Time: 1932.39 ms [2022-03-23 20:55:53 main:574] : INFO : Epoch 1893 | loss: 0.0311106 | val_loss: 0.0311759 | Time: 1916.24 ms [2022-03-23 20:55:55 main:574] : INFO : Epoch 1894 | loss: 0.0311066 | val_loss: 0.0311768 | Time: 1910.87 ms [2022-03-23 20:55:57 main:574] : INFO : Epoch 1895 | loss: 0.0311091 | val_loss: 0.0311757 | Time: 1927.15 ms [2022-03-23 20:55:59 main:574] : INFO : Epoch 1896 | loss: 0.0311081 | val_loss: 0.03117 | Time: 1929.29 ms [2022-03-23 20:56:01 main:574] : INFO : Epoch 1897 | loss: 0.0311093 | val_loss: 0.0311736 | Time: 1933.96 ms [2022-03-23 20:56:03 main:574] : INFO : Epoch 1898 | loss: 0.031109 | val_loss: 0.0311758 | Time: 1940.29 ms [2022-03-23 20:56:05 main:574] : INFO : Epoch 1899 | loss: 0.0311124 | val_loss: 0.0311736 | Time: 1948.98 ms [2022-03-23 20:56:07 main:574] : INFO : Epoch 1900 | loss: 0.0311118 | val_loss: 0.0311684 | Time: 1954.17 ms [2022-03-23 20:56:09 main:574] : INFO : Epoch 1901 | loss: 0.0311098 | val_loss: 0.0311674 | Time: 1904.96 ms [2022-03-23 20:56:11 main:574] : INFO : Epoch 1902 | loss: 0.0311092 | val_loss: 0.0311722 | Time: 1951.71 ms [2022-03-23 20:56:13 main:574] : INFO : Epoch 1903 | loss: 0.0311086 | val_loss: 0.0311716 | Time: 1905.01 ms [2022-03-23 20:56:15 main:574] : INFO : Epoch 1904 | loss: 0.0311099 | val_loss: 0.0311779 | Time: 1912.53 ms [2022-03-23 20:56:17 main:574] : INFO : Epoch 1905 | loss: 0.0311118 | val_loss: 0.0311706 | Time: 1925.89 ms [2022-03-23 20:56:19 main:574] : INFO : Epoch 1906 | loss: 0.0311142 | val_loss: 0.0311687 | Time: 1928.89 ms [2022-03-23 20:56:21 main:574] : INFO : Epoch 1907 | loss: 0.0311139 | val_loss: 0.0311688 | Time: 1940.92 ms [2022-03-23 20:56:23 main:574] : INFO : Epoch 1908 | loss: 0.0311098 | val_loss: 0.0311711 | Time: 1954.34 ms [2022-03-23 20:56:24 main:574] : INFO : Epoch 1909 | loss: 0.0311065 | val_loss: 0.0311735 | Time: 1925.55 ms [2022-03-23 20:56:26 main:574] : INFO : Epoch 1910 | loss: 0.0311174 | val_loss: 0.03117 | Time: 1915.12 ms [2022-03-23 20:56:28 main:574] : INFO : Epoch 1911 | loss: 0.0311353 | val_loss: 0.0311696 | Time: 1906.19 ms [2022-03-23 20:56:30 main:574] : INFO : Epoch 1912 | loss: 0.0311289 | val_loss: 0.0311655 | Time: 1936.49 ms [2022-03-23 20:56:32 main:574] : INFO : Epoch 1913 | loss: 0.0311233 | val_loss: 0.0311679 | Time: 1936.84 ms [2022-03-23 20:56:34 main:574] : INFO : Epoch 1914 | loss: 0.0311236 | val_loss: 0.0311625 | Time: 1954.02 ms [2022-03-23 20:56:36 main:574] : INFO : Epoch 1915 | loss: 0.03112 | val_loss: 0.0311779 | Time: 1928.27 ms [2022-03-23 20:56:38 main:574] : INFO : Epoch 1916 | loss: 0.0311198 | val_loss: 0.0311673 | Time: 1938.52 ms [2022-03-23 20:56:40 main:574] : INFO : Epoch 1917 | loss: 0.0311195 | val_loss: 0.0311653 | Time: 1919.09 ms [2022-03-23 20:56:42 main:574] : INFO : Epoch 1918 | loss: 0.0311169 | val_loss: 0.0311691 | Time: 1911.36 ms [2022-03-23 20:56:44 main:574] : INFO : Epoch 1919 | loss: 0.0311152 | val_loss: 0.0311696 | Time: 1948 ms [2022-03-23 20:56:46 main:574] : INFO : Epoch 1920 | loss: 0.0311159 | val_loss: 0.0311655 | Time: 1946.43 ms [2022-03-23 20:56:48 main:574] : INFO : Epoch 1921 | loss: 0.0311134 | val_loss: 0.0311698 | Time: 1937.28 ms [2022-03-23 20:56:50 main:574] : INFO : Epoch 1922 | loss: 0.0311105 | val_loss: 0.0311664 | Time: 1937.45 ms [2022-03-23 20:56:52 main:574] : INFO : Epoch 1923 | loss: 0.0311085 | val_loss: 0.0311677 | Time: 1951.44 ms [2022-03-23 20:56:54 main:574] : INFO : Epoch 1924 | loss: 0.0311076 | val_loss: 0.031168 | Time: 1940.31 ms [2022-03-23 20:56:56 main:574] : INFO : Epoch 1925 | loss: 0.0311071 | val_loss: 0.0311692 | Time: 1939.71 ms [2022-03-23 20:56:58 main:574] : INFO : Epoch 1926 | loss: 0.0311084 | val_loss: 0.0311731 | Time: 1910.3 ms [2022-03-23 20:56:59 main:574] : INFO : Epoch 1927 | loss: 0.0311072 | val_loss: 0.0311656 | Time: 1907.93 ms [2022-03-23 20:57:01 main:574] : INFO : Epoch 1928 | loss: 0.0311074 | val_loss: 0.0311698 | Time: 1916.53 ms [2022-03-23 20:57:03 main:574] : INFO : Epoch 1929 | loss: 0.031111 | val_loss: 0.0311738 | Time: 1906.62 ms [2022-03-23 20:57:05 main:574] : INFO : Epoch 1930 | loss: 0.031112 | val_loss: 0.0311635 | Time: 1949.86 ms [2022-03-23 20:57:07 main:574] : INFO : Epoch 1931 | loss: 0.0311095 | val_loss: 0.0311704 | Time: 1937.99 ms [2022-03-23 20:57:09 main:574] : INFO : Epoch 1932 | loss: 0.0311079 | val_loss: 0.0311704 | Time: 1929.78 ms [2022-03-23 20:57:11 main:574] : INFO : Epoch 1933 | loss: 0.0311077 | val_loss: 0.031172 | Time: 1943.37 ms [2022-03-23 20:57:13 main:574] : INFO : Epoch 1934 | loss: 0.0311164 | val_loss: 0.0311787 | Time: 1952.02 ms [2022-03-23 20:57:15 main:574] : INFO : Epoch 1935 | loss: 0.0311191 | val_loss: 0.0311749 | Time: 1920.37 ms [2022-03-23 20:57:17 main:574] : INFO : Epoch 1936 | loss: 0.0311137 | val_loss: 0.0311756 | Time: 1926.77 ms [2022-03-23 20:57:19 main:574] : INFO : Epoch 1937 | loss: 0.0311096 | val_loss: 0.031168 | Time: 1942.72 ms [2022-03-23 20:57:21 main:574] : INFO : Epoch 1938 | loss: 0.0311084 | val_loss: 0.0311694 | Time: 1945.11 ms [2022-03-23 20:57:23 main:574] : INFO : Epoch 1939 | loss: 0.0311073 | val_loss: 0.0311776 | Time: 1951.88 ms [2022-03-23 20:57:25 main:574] : INFO : Epoch 1940 | loss: 0.0311071 | val_loss: 0.0311693 | Time: 1961.22 ms [2022-03-23 20:57:27 main:574] : INFO : Epoch 1941 | loss: 0.03111 | val_loss: 0.0311729 | Time: 1927.72 ms [2022-03-23 20:57:29 main:574] : INFO : Epoch 1942 | loss: 0.031106 | val_loss: 0.0311734 | Time: 1952.42 ms [2022-03-23 20:57:31 main:574] : INFO : Epoch 1943 | loss: 0.0311064 | val_loss: 0.0311713 | Time: 1921.3 ms [2022-03-23 20:57:33 main:574] : INFO : Epoch 1944 | loss: 0.0311044 | val_loss: 0.0311705 | Time: 1945.6 ms [2022-03-23 20:57:35 main:574] : INFO : Epoch 1945 | loss: 0.0311052 | val_loss: 0.0311749 | Time: 1967.71 ms [2022-03-23 20:57:37 main:574] : INFO : Epoch 1946 | loss: 0.0311041 | val_loss: 0.0311777 | Time: 1940.82 ms [2022-03-23 20:57:39 main:574] : INFO : Epoch 1947 | loss: 0.0311028 | val_loss: 0.0311767 | Time: 1938.29 ms [2022-03-23 20:57:40 main:574] : INFO : Epoch 1948 | loss: 0.0311034 | val_loss: 0.0311728 | Time: 1923.5 ms [2022-03-23 20:57:42 main:574] : INFO : Epoch 1949 | loss: 0.0311009 | val_loss: 0.0311791 | Time: 1941.93 ms [2022-03-23 20:57:44 main:574] : INFO : Epoch 1950 | loss: 0.0311102 | val_loss: 0.0311854 | Time: 1953.37 ms [2022-03-23 20:57:46 main:574] : INFO : Epoch 1951 | loss: 0.0311086 | val_loss: 0.0311788 | Time: 1946.1 ms [2022-03-23 20:57:48 main:574] : INFO : Epoch 1952 | loss: 0.0311002 | val_loss: 0.0311734 | Time: 1930.38 ms [2022-03-23 20:57:50 main:574] : INFO : Epoch 1953 | loss: 0.0311008 | val_loss: 0.0311804 | Time: 1941.02 ms [2022-03-23 20:57:52 main:574] : INFO : Epoch 1954 | loss: 0.0311007 | val_loss: 0.0311698 | Time: 1937.94 ms [2022-03-23 20:57:54 main:574] : INFO : Epoch 1955 | loss: 0.0311 | val_loss: 0.0311782 | Time: 1965.32 ms [2022-03-23 20:57:56 main:574] : INFO : Epoch 1956 | loss: 0.0311039 | val_loss: 0.0311739 | Time: 1935.02 ms [2022-03-23 20:57:58 main:574] : INFO : Epoch 1957 | loss: 0.0311083 | val_loss: 0.0311677 | Time: 1936.45 ms [2022-03-23 20:58:00 main:574] : INFO : Epoch 1958 | loss: 0.0311037 | val_loss: 0.0311751 | Time: 1960.9 ms [2022-03-23 20:58:02 main:574] : INFO : Epoch 1959 | loss: 0.031104 | val_loss: 0.0311766 | Time: 1934.35 ms [2022-03-23 20:58:04 main:574] : INFO : Epoch 1960 | loss: 0.0311019 | val_loss: 0.0311692 | Time: 1981.97 ms [2022-03-23 20:58:06 main:574] : INFO : Epoch 1961 | loss: 0.0311032 | val_loss: 0.031172 | Time: 1978.65 ms [2022-03-23 20:58:08 main:574] : INFO : Epoch 1962 | loss: 0.0311066 | val_loss: 0.031173 | Time: 1964.1 ms [2022-03-23 20:58:10 main:574] : INFO : Epoch 1963 | loss: 0.0311115 | val_loss: 0.031173 | Time: 1982.92 ms [2022-03-23 20:58:12 main:574] : INFO : Epoch 1964 | loss: 0.0311067 | val_loss: 0.0311742 | Time: 1933.22 ms [2022-03-23 20:58:14 main:574] : INFO : Epoch 1965 | loss: 0.0311074 | val_loss: 0.0311712 | Time: 1951.36 ms [2022-03-23 20:58:16 main:574] : INFO : Epoch 1966 | loss: 0.0311057 | val_loss: 0.0311824 | Time: 1949.09 ms [2022-03-23 20:58:18 main:574] : INFO : Epoch 1967 | loss: 0.0311001 | val_loss: 0.0311818 | Time: 1921.34 ms [2022-03-23 20:58:20 main:574] : INFO : Epoch 1968 | loss: 0.0311009 | val_loss: 0.0311811 | Time: 1966.62 ms [2022-03-23 20:58:22 main:574] : INFO : Epoch 1969 | loss: 0.0310999 | val_loss: 0.0311735 | Time: 1957.26 ms [2022-03-23 20:58:24 main:574] : INFO : Epoch 1970 | loss: 0.031101 | val_loss: 0.0311817 | Time: 1979.09 ms [2022-03-23 20:58:26 main:574] : INFO : Epoch 1971 | loss: 0.031104 | val_loss: 0.0311716 | Time: 1932.41 ms [2022-03-23 20:58:28 main:574] : INFO : Epoch 1972 | loss: 0.0311042 | val_loss: 0.0311705 | Time: 1944.46 ms [2022-03-23 20:58:30 main:574] : INFO : Epoch 1973 | loss: 0.0311052 | val_loss: 0.0311696 | Time: 1939.44 ms [2022-03-23 20:58:32 main:574] : INFO : Epoch 1974 | loss: 0.0311036 | val_loss: 0.0311744 | Time: 1958.53 ms [2022-03-23 20:58:33 main:574] : INFO : Epoch 1975 | loss: 0.031107 | val_loss: 0.0311738 | Time: 1936.67 ms [2022-03-23 20:58:35 main:574] : INFO : Epoch 1976 | loss: 0.0311055 | val_loss: 0.0311753 | Time: 1956.66 ms [2022-03-23 20:58:37 main:574] : INFO : Epoch 1977 | loss: 0.0311013 | val_loss: 0.0311765 | Time: 1929.23 ms [2022-03-23 20:58:39 main:574] : INFO : Epoch 1978 | loss: 0.0311007 | val_loss: 0.0311745 | Time: 1916.85 ms [2022-03-23 20:58:41 main:574] : INFO : Epoch 1979 | loss: 0.0310996 | val_loss: 0.0311741 | Time: 1965.05 ms [2022-03-23 20:58:43 main:574] : INFO : Epoch 1980 | loss: 0.031103 | val_loss: 0.0311784 | Time: 1945.64 ms [2022-03-23 20:58:45 main:574] : INFO : Epoch 1981 | loss: 0.031104 | val_loss: 0.0311751 | Time: 1976.02 ms [2022-03-23 20:58:47 main:574] : INFO : Epoch 1982 | loss: 0.031103 | val_loss: 0.0311719 | Time: 1944.92 ms [2022-03-23 20:58:49 main:574] : INFO : Epoch 1983 | loss: 0.0311021 | val_loss: 0.0311716 | Time: 1940.69 ms [2022-03-23 20:58:51 main:574] : INFO : Epoch 1984 | loss: 0.0311 | val_loss: 0.0311673 | Time: 1950.01 ms [2022-03-23 20:58:53 main:574] : INFO : Epoch 1985 | loss: 0.0310999 | val_loss: 0.0311707 | Time: 1932.57 ms [2022-03-23 20:58:55 main:574] : INFO : Epoch 1986 | loss: 0.0311053 | val_loss: 0.0311815 | Time: 1922.03 ms [2022-03-23 20:58:57 main:574] : INFO : Epoch 1987 | loss: 0.0311104 | val_loss: 0.0311647 | Time: 1946.76 ms [2022-03-23 20:58:59 main:574] : INFO : Epoch 1988 | loss: 0.0311057 | val_loss: 0.0311736 | Time: 1915.56 ms [2022-03-23 20:59:01 main:574] : INFO : Epoch 1989 | loss: 0.0311052 | val_loss: 0.0311809 | Time: 1966.03 ms [2022-03-23 20:59:03 main:574] : INFO : Epoch 1990 | loss: 0.0311193 | val_loss: 0.0311696 | Time: 1942.85 ms [2022-03-23 20:59:05 main:574] : INFO : Epoch 1991 | loss: 0.0311216 | val_loss: 0.031167 | Time: 1947.27 ms [2022-03-23 20:59:07 main:574] : INFO : Epoch 1992 | loss: 0.031115 | val_loss: 0.0311785 | Time: 1920.99 ms [2022-03-23 20:59:09 main:574] : INFO : Epoch 1993 | loss: 0.0311102 | val_loss: 0.0311745 | Time: 1926.36 ms [2022-03-23 20:59:11 main:574] : INFO : Epoch 1994 | loss: 0.0311076 | val_loss: 0.0311728 | Time: 1979.48 ms [2022-03-23 20:59:13 main:574] : INFO : Epoch 1995 | loss: 0.0311054 | val_loss: 0.0311749 | Time: 1953.68 ms [2022-03-23 20:59:15 main:574] : INFO : Epoch 1996 | loss: 0.0311084 | val_loss: 0.0311727 | Time: 1956.34 ms [2022-03-23 20:59:17 main:574] : INFO : Epoch 1997 | loss: 0.031107 | val_loss: 0.0311719 | Time: 1937.69 ms [2022-03-23 20:59:18 main:574] : INFO : Epoch 1998 | loss: 0.0311051 | val_loss: 0.0311732 | Time: 1933.92 ms [2022-03-23 20:59:20 main:574] : INFO : Epoch 1999 | loss: 0.0311025 | val_loss: 0.0311722 | Time: 1912.3 ms [2022-03-23 20:59:22 main:574] : INFO : Epoch 2000 | loss: 0.0311041 | val_loss: 0.0311682 | Time: 1944.92 ms [2022-03-23 20:59:24 main:574] : INFO : Epoch 2001 | loss: 0.0311067 | val_loss: 0.0311783 | Time: 1941.55 ms [2022-03-23 20:59:26 main:574] : INFO : Epoch 2002 | loss: 0.0311041 | val_loss: 0.0311777 | Time: 1920.33 ms [2022-03-23 20:59:28 main:574] : INFO : Epoch 2003 | loss: 0.0311039 | val_loss: 0.0311703 | Time: 1951.33 ms [2022-03-23 20:59:30 main:574] : INFO : Epoch 2004 | loss: 0.0311058 | val_loss: 0.031176 | Time: 1943.37 ms [2022-03-23 20:59:32 main:574] : INFO : Epoch 2005 | loss: 0.0311055 | val_loss: 0.0311767 | Time: 1932.65 ms [2022-03-23 20:59:34 main:574] : INFO : Epoch 2006 | loss: 0.0311033 | val_loss: 0.0311734 | Time: 1950.35 ms [2022-03-23 20:59:36 main:574] : INFO : Epoch 2007 | loss: 0.0311048 | val_loss: 0.031181 | Time: 1950.56 ms [2022-03-23 20:59:38 main:574] : INFO : Epoch 2008 | loss: 0.0310985 | val_loss: 0.0311716 | Time: 1939.21 ms [2022-03-23 20:59:40 main:574] : INFO : Epoch 2009 | loss: 0.0310995 | val_loss: 0.0311788 | Time: 1951.45 ms [2022-03-23 20:59:42 main:574] : INFO : Epoch 2010 | loss: 0.0310975 | val_loss: 0.0311779 | Time: 1941.46 ms [2022-03-23 20:59:44 main:574] : INFO : Epoch 2011 | loss: 0.0311009 | val_loss: 0.0311716 | Time: 1952.93 ms [2022-03-23 20:59:46 main:574] : INFO : Epoch 2012 | loss: 0.0311141 | val_loss: 0.0311729 | Time: 1952.57 ms [2022-03-23 20:59:48 main:574] : INFO : Epoch 2013 | loss: 0.0311111 | val_loss: 0.0311771 | Time: 1905.12 ms [2022-03-23 20:59:50 main:574] : INFO : Epoch 2014 | loss: 0.0311097 | val_loss: 0.0311771 | Time: 1930.5 ms [2022-03-23 20:59:52 main:574] : INFO : Epoch 2015 | loss: 0.0311044 | val_loss: 0.0311766 | Time: 1917.18 ms [2022-03-23 20:59:54 main:574] : INFO : Epoch 2016 | loss: 0.0311053 | val_loss: 0.0311834 | Time: 1932 ms [2022-03-23 20:59:56 main:574] : INFO : Epoch 2017 | loss: 0.0311118 | val_loss: 0.0311686 | Time: 1939.03 ms [2022-03-23 20:59:57 main:574] : INFO : Epoch 2018 | loss: 0.0311293 | val_loss: 0.0311658 | Time: 1945.71 ms [2022-03-23 20:59:59 main:574] : INFO : Epoch 2019 | loss: 0.0311263 | val_loss: 0.0311682 | Time: 1925.58 ms [2022-03-23 21:00:01 main:574] : INFO : Epoch 2020 | loss: 0.0311201 | val_loss: 0.0311743 | Time: 1905.62 ms [2022-03-23 21:00:03 main:574] : INFO : Epoch 2021 | loss: 0.0311175 | val_loss: 0.0311704 | Time: 1935.92 ms [2022-03-23 21:00:05 main:574] : INFO : Epoch 2022 | loss: 0.0311177 | val_loss: 0.0311674 | Time: 1964.94 ms [2022-03-23 21:00:07 main:574] : INFO : Epoch 2023 | loss: 0.0311215 | val_loss: 0.0311694 | Time: 1970.7 ms [2022-03-23 21:00:09 main:574] : INFO : Epoch 2024 | loss: 0.0311162 | val_loss: 0.0311668 | Time: 1982.74 ms [2022-03-23 21:00:11 main:574] : INFO : Epoch 2025 | loss: 0.0311114 | val_loss: 0.0311657 | Time: 1970.92 ms [2022-03-23 21:00:13 main:574] : INFO : Epoch 2026 | loss: 0.0311095 | val_loss: 0.0311696 | Time: 1955.1 ms [2022-03-23 21:00:15 main:574] : INFO : Epoch 2027 | loss: 0.0311074 | val_loss: 0.0311676 | Time: 1947.05 ms [2022-03-23 21:00:17 main:574] : INFO : Epoch 2028 | loss: 0.0311104 | val_loss: 0.0311762 | Time: 1950.18 ms [2022-03-23 21:00:19 main:574] : INFO : Epoch 2029 | loss: 0.0311109 | val_loss: 0.0311792 | Time: 1939.4 ms [2022-03-23 21:00:21 main:574] : INFO : Epoch 2030 | loss: 0.0311128 | val_loss: 0.0311778 | Time: 1968.03 ms [2022-03-23 21:00:23 main:574] : INFO : Epoch 2031 | loss: 0.031115 | val_loss: 0.0311745 | Time: 1961.33 ms [2022-03-23 21:00:25 main:574] : INFO : Epoch 2032 | loss: 0.0311072 | val_loss: 0.0311733 | Time: 1950.92 ms [2022-03-23 21:00:27 main:574] : INFO : Epoch 2033 | loss: 0.0311068 | val_loss: 0.0311739 | Time: 1936.52 ms [2022-03-23 21:00:29 main:574] : INFO : Epoch 2034 | loss: 0.0311079 | val_loss: 0.0311686 | Time: 1942.25 ms [2022-03-23 21:00:31 main:574] : INFO : Epoch 2035 | loss: 0.0311088 | val_loss: 0.0311713 | Time: 1921.4 ms [2022-03-23 21:00:33 main:574] : INFO : Epoch 2036 | loss: 0.0311076 | val_loss: 0.0311776 | Time: 1953.79 ms [2022-03-23 21:00:35 main:574] : INFO : Epoch 2037 | loss: 0.0311113 | val_loss: 0.0311767 | Time: 1991.86 ms [2022-03-23 21:00:37 main:574] : INFO : Epoch 2038 | loss: 0.0311083 | val_loss: 0.0311671 | Time: 1944.79 ms [2022-03-23 21:00:39 main:574] : INFO : Epoch 2039 | loss: 0.0311085 | val_loss: 0.0311725 | Time: 1929.31 ms [2022-03-23 21:00:41 main:574] : INFO : Epoch 2040 | loss: 0.0311096 | val_loss: 0.0311879 | Time: 1918.97 ms [2022-03-23 21:00:43 main:574] : INFO : Epoch 2041 | loss: 0.0311045 | val_loss: 0.0311788 | Time: 1944.84 ms [2022-03-23 21:00:45 main:574] : INFO : Epoch 2042 | loss: 0.0311028 | val_loss: 0.0311709 | Time: 1973.89 ms [2022-03-23 21:00:46 main:574] : INFO : Epoch 2043 | loss: 0.0311021 | val_loss: 0.0311724 | Time: 1930.49 ms [2022-03-23 21:00:48 main:574] : INFO : Epoch 2044 | loss: 0.0311033 | val_loss: 0.0311789 | Time: 1928.35 ms [2022-03-23 21:00:50 main:574] : INFO : Epoch 2045 | loss: 0.0311041 | val_loss: 0.0311741 | Time: 1943.68 ms [2022-03-23 21:00:52 main:574] : INFO : Epoch 2046 | loss: 0.0311028 | val_loss: 0.0311744 | Time: 1933.37 ms [2022-03-23 21:00:54 main:574] : INFO : Epoch 2047 | loss: 0.0311035 | val_loss: 0.031177 | Time: 1942.3 ms [2022-03-23 21:00:56 main:574] : INFO : Epoch 2048 | loss: 0.0311009 | val_loss: 0.0311735 | Time: 1930.12 ms [2022-03-23 21:00:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2022-03-23 21:00:56 main:603] : INFO : Saving end state to config to file [2022-03-23 21:00:56 main:608] : INFO : Success, exiting.. 21:00:56 (1292): 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)