Task 14618997
| Name | ParityModified-1647045442-9412-3-0_0 |
| Workunit | 11638949 |
| Created | 13 Apr 2022, 1:11:21 UTC |
| Sent | 13 Apr 2022, 1:11:33 UTC |
| Report deadline | 21 Apr 2022, 1:11:33 UTC |
| Received | 13 Apr 2022, 2:19:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 24 sec |
| CPU time | 1 hours 6 min 51 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 | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2022-04-12 22:02:24 main:574] : INFO : Epoch 1542 | loss: 0.0311536 | val_loss: 0.0311888 | Time: 1967.08 ms [2022-04-12 22:02:26 main:574] : INFO : Epoch 1543 | loss: 0.0311629 | val_loss: 0.0311876 | Time: 1959.85 ms [2022-04-12 22:02:28 main:574] : INFO : Epoch 1544 | loss: 0.0311622 | val_loss: 0.0311837 | Time: 1959.51 ms [2022-04-12 22:02:30 main:574] : INFO : Epoch 1545 | loss: 0.0311598 | val_loss: 0.0311887 | Time: 1962.42 ms [2022-04-12 22:02:32 main:574] : INFO : Epoch 1546 | loss: 0.0311572 | val_loss: 0.0311805 | Time: 1980.65 ms [2022-04-12 22:02:34 main:574] : INFO : Epoch 1547 | loss: 0.0311518 | val_loss: 0.0311789 | Time: 1965.76 ms [2022-04-12 22:02:36 main:574] : INFO : Epoch 1548 | loss: 0.0311494 | val_loss: 0.0311851 | Time: 1973.92 ms [2022-04-12 22:02:38 main:574] : INFO : Epoch 1549 | loss: 0.0311472 | val_loss: 0.0311847 | Time: 1971.6 ms [2022-04-12 22:02:40 main:574] : INFO : Epoch 1550 | loss: 0.0311442 | val_loss: 0.031186 | Time: 1957.72 ms [2022-04-12 22:02:42 main:574] : INFO : Epoch 1551 | loss: 0.0311458 | val_loss: 0.0311837 | Time: 1985.05 ms [2022-04-12 22:02:44 main:574] : INFO : Epoch 1552 | loss: 0.0311446 | val_loss: 0.0311876 | Time: 1985.73 ms [2022-04-12 22:02:46 main:574] : INFO : Epoch 1553 | loss: 0.0311441 | val_loss: 0.0311909 | Time: 1983.49 ms [2022-04-12 22:02:48 main:574] : INFO : Epoch 1554 | loss: 0.0311433 | val_loss: 0.0311897 | Time: 1990.54 ms [2022-04-12 22:02:49 main:574] : INFO : Epoch 1555 | loss: 0.0311439 | val_loss: 0.0311898 | Time: 1953.84 ms [2022-04-12 22:02:51 main:574] : INFO : Epoch 1556 | loss: 0.0311461 | val_loss: 0.0311908 | Time: 1963.83 ms [2022-04-12 22:02:53 main:574] : INFO : Epoch 1557 | loss: 0.0311604 | val_loss: 0.0311855 | Time: 1960.55 ms [2022-04-12 22:02:55 main:574] : INFO : Epoch 1558 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 1962.34 ms [2022-04-12 22:02:57 main:574] : INFO : Epoch 1559 | loss: 0.0311621 | val_loss: 0.0311805 | Time: 1966.33 ms [2022-04-12 22:02:59 main:574] : INFO : Epoch 1560 | loss: 0.0311578 | val_loss: 0.03118 | Time: 1980.57 ms [2022-04-12 22:03:01 main:574] : INFO : Epoch 1561 | loss: 0.0311539 | val_loss: 0.0311799 | Time: 1988.23 ms [2022-04-12 22:03:03 main:574] : INFO : Epoch 1562 | loss: 0.0311521 | val_loss: 0.0311814 | Time: 1956.28 ms [2022-04-12 22:03:05 main:574] : INFO : Epoch 1563 | loss: 0.0311518 | val_loss: 0.0311805 | Time: 1998.1 ms [2022-04-12 22:03:07 main:574] : INFO : Epoch 1564 | loss: 0.0311508 | val_loss: 0.0311825 | Time: 1989.72 ms [2022-04-12 22:03:09 main:574] : INFO : Epoch 1565 | loss: 0.0311502 | val_loss: 0.03118 | Time: 1971.95 ms [2022-04-12 22:03:11 main:574] : INFO : Epoch 1566 | loss: 0.0311544 | val_loss: 0.0311824 | Time: 1978.07 ms [2022-04-12 22:03:13 main:574] : INFO : Epoch 1567 | loss: 0.0311498 | val_loss: 0.0311812 | Time: 1946.01 ms [2022-04-12 22:03:15 main:574] : INFO : Epoch 1568 | loss: 0.0311466 | val_loss: 0.031183 | Time: 1950.57 ms [2022-04-12 22:03:17 main:574] : INFO : Epoch 1569 | loss: 0.0311515 | val_loss: 0.0311927 | Time: 1972.3 ms [2022-04-12 22:03:19 main:574] : INFO : Epoch 1570 | loss: 0.0311477 | val_loss: 0.0311838 | Time: 1953.02 ms [2022-04-12 22:03:21 main:574] : INFO : Epoch 1571 | loss: 0.0311451 | val_loss: 0.0311819 | Time: 1971.5 ms [2022-04-12 22:03:23 main:574] : INFO : Epoch 1572 | loss: 0.0311471 | val_loss: 0.0311879 | Time: 1960.76 ms [2022-04-12 22:03:25 main:574] : INFO : Epoch 1573 | loss: 0.0311425 | val_loss: 0.0311898 | Time: 1961.68 ms [2022-04-12 22:03:27 main:574] : INFO : Epoch 1574 | loss: 0.0311403 | val_loss: 0.0311933 | Time: 1959.35 ms [2022-04-12 22:03:29 main:574] : INFO : Epoch 1575 | loss: 0.0311422 | val_loss: 0.0311845 | Time: 1928.95 ms [2022-04-12 22:03:31 main:574] : INFO : Epoch 1576 | loss: 0.0311446 | val_loss: 0.0311851 | Time: 1973.31 ms [2022-04-12 22:03:33 main:574] : INFO : Epoch 1577 | loss: 0.0311555 | val_loss: 0.0311865 | Time: 1961.99 ms [2022-04-12 22:03:35 main:574] : INFO : Epoch 1578 | loss: 0.0311525 | val_loss: 0.0311836 | Time: 1955.32 ms [2022-04-12 22:03:37 main:574] : INFO : Epoch 1579 | loss: 0.0311446 | val_loss: 0.0311877 | Time: 1958.76 ms [2022-04-12 22:03:39 main:574] : INFO : Epoch 1580 | loss: 0.0311443 | val_loss: 0.0311825 | Time: 1960.73 ms [2022-04-12 22:03:41 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.0311859 | Time: 1953.37 ms [2022-04-12 22:03:43 main:574] : INFO : Epoch 1582 | loss: 0.0311448 | val_loss: 0.0311837 | Time: 1976.95 ms [2022-04-12 22:03:45 main:574] : INFO : Epoch 1583 | loss: 0.0311463 | val_loss: 0.0311939 | Time: 1999.23 ms [2022-04-12 22:03:47 main:574] : INFO : Epoch 1584 | loss: 0.0311465 | val_loss: 0.0311842 | Time: 1959.17 ms [2022-04-12 22:03:49 main:574] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.0311895 | Time: 1949.91 ms [2022-04-12 22:03:51 main:574] : INFO : Epoch 1586 | loss: 0.0311439 | val_loss: 0.0311881 | Time: 1963.11 ms [2022-04-12 22:03:53 main:574] : INFO : Epoch 1587 | loss: 0.0311417 | val_loss: 0.0311915 | Time: 1971.7 ms [2022-04-12 22:03:54 main:574] : INFO : Epoch 1588 | loss: 0.0311393 | val_loss: 0.0311921 | Time: 1941.84 ms [2022-04-12 22:03:56 main:574] : INFO : Epoch 1589 | loss: 0.0311377 | val_loss: 0.0311958 | Time: 1950.81 ms [2022-04-12 22:03:58 main:574] : INFO : Epoch 1590 | loss: 0.031139 | val_loss: 0.0311875 | Time: 1994.63 ms [2022-04-12 22:04:00 main:574] : INFO : Epoch 1591 | loss: 0.0311394 | val_loss: 0.031193 | Time: 1972.4 ms [2022-04-12 22:04:02 main:574] : INFO : Epoch 1592 | loss: 0.0311354 | val_loss: 0.0311957 | Time: 1969.19 ms [2022-04-12 22:04:04 main:574] : INFO : Epoch 1593 | loss: 0.0311384 | val_loss: 0.0311927 | Time: 1961.21 ms [2022-04-12 22:04:06 main:574] : INFO : Epoch 1594 | loss: 0.0311343 | val_loss: 0.0311941 | Time: 1942.43 ms [2022-04-12 22:04:08 main:574] : INFO : Epoch 1595 | loss: 0.0311344 | val_loss: 0.0311905 | Time: 1959.84 ms [2022-04-12 22:04:10 main:574] : INFO : Epoch 1596 | loss: 0.0311351 | val_loss: 0.0311954 | Time: 1981.61 ms [2022-04-12 22:04:12 main:574] : INFO : Epoch 1597 | loss: 0.0311334 | val_loss: 0.0311912 | Time: 2011.72 ms [2022-04-12 22:04:14 main:574] : INFO : Epoch 1598 | loss: 0.0311345 | val_loss: 0.0311967 | Time: 1964.83 ms [2022-04-12 22:04:16 main:574] : INFO : Epoch 1599 | loss: 0.0311314 | val_loss: 0.0311915 | Time: 1985.62 ms [2022-04-12 22:04:18 main:574] : INFO : Epoch 1600 | loss: 0.0311346 | val_loss: 0.0311968 | Time: 1978.09 ms [2022-04-12 22:04:20 main:574] : INFO : Epoch 1601 | loss: 0.031132 | val_loss: 0.031193 | Time: 1963.13 ms [2022-04-12 22:04:22 main:574] : INFO : Epoch 1602 | loss: 0.0311302 | val_loss: 0.0311926 | Time: 1927.31 ms [2022-04-12 22:04:24 main:574] : INFO : Epoch 1603 | loss: 0.0311309 | val_loss: 0.0311952 | Time: 1952.45 ms [2022-04-12 22:04:26 main:574] : INFO : Epoch 1604 | loss: 0.0311293 | val_loss: 0.0311926 | Time: 1966.98 ms [2022-04-12 22:04:28 main:574] : INFO : Epoch 1605 | loss: 0.03113 | val_loss: 0.0311911 | Time: 2007.39 ms [2022-04-12 22:04:30 main:574] : INFO : Epoch 1606 | loss: 0.031129 | val_loss: 0.0311918 | Time: 1955.53 ms [2022-04-12 22:04:32 main:574] : INFO : Epoch 1607 | loss: 0.031127 | val_loss: 0.0311956 | Time: 1959.72 ms [2022-04-12 22:04:34 main:574] : INFO : Epoch 1608 | loss: 0.0311371 | val_loss: 0.031194 | Time: 1986.24 ms [2022-04-12 22:04:36 main:574] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.0311935 | Time: 1974.95 ms [2022-04-12 22:04:38 main:574] : INFO : Epoch 1610 | loss: 0.031154 | val_loss: 0.0311904 | Time: 1970.69 ms [2022-04-12 22:04:40 main:574] : INFO : Epoch 1611 | loss: 0.031148 | val_loss: 0.0311886 | Time: 1969.68 ms [2022-04-12 22:04:42 main:574] : INFO : Epoch 1612 | loss: 0.0311465 | val_loss: 0.0311907 | Time: 1949.98 ms [2022-04-12 22:04:44 main:574] : INFO : Epoch 1613 | loss: 0.0311426 | val_loss: 0.0311916 | Time: 1999.34 ms [2022-04-12 22:04:46 main:574] : INFO : Epoch 1614 | loss: 0.0311418 | val_loss: 0.0311917 | Time: 1963.97 ms [2022-04-12 22:04:48 main:574] : INFO : Epoch 1615 | loss: 0.031145 | val_loss: 0.0311968 | Time: 1984.01 ms [2022-04-12 22:04:50 main:574] : INFO : Epoch 1616 | loss: 0.0311406 | val_loss: 0.031188 | Time: 1982.7 ms [2022-04-12 22:04:52 main:574] : INFO : Epoch 1617 | loss: 0.0311369 | val_loss: 0.0311904 | Time: 1964.1 ms [2022-04-12 22:04:54 main:574] : INFO : Epoch 1618 | loss: 0.0311354 | val_loss: 0.0311904 | Time: 1997.09 ms [2022-04-12 22:04:56 main:574] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.0311925 | Time: 2004.23 ms [2022-04-12 22:04:58 main:574] : INFO : Epoch 1620 | loss: 0.0311307 | val_loss: 0.0311902 | Time: 1966.86 ms [2022-04-12 22:05:00 main:574] : INFO : Epoch 1621 | loss: 0.0311349 | val_loss: 0.0312034 | Time: 1980.12 ms [2022-04-12 22:05:02 main:574] : INFO : Epoch 1622 | loss: 0.0311372 | val_loss: 0.0311891 | Time: 2010.15 ms [2022-04-12 22:05:04 main:574] : INFO : Epoch 1623 | loss: 0.0311339 | val_loss: 0.0311971 | Time: 1969.08 ms [2022-04-12 22:05:06 main:574] : INFO : Epoch 1624 | loss: 0.0311313 | val_loss: 0.0311898 | Time: 1963.99 ms [2022-04-12 22:05:08 main:574] : INFO : Epoch 1625 | loss: 0.0311291 | val_loss: 0.0311974 | Time: 1983.28 ms [2022-04-12 22:05:10 main:574] : INFO : Epoch 1626 | loss: 0.03113 | val_loss: 0.0311919 | Time: 2012.53 ms [2022-04-12 22:05:12 main:574] : INFO : Epoch 1627 | loss: 0.0311295 | val_loss: 0.0311878 | Time: 1985 ms [2022-04-12 22:05:14 main:574] : INFO : Epoch 1628 | loss: 0.0311285 | val_loss: 0.0311938 | Time: 1999.26 ms [2022-04-12 22:05:16 main:574] : INFO : Epoch 1629 | loss: 0.0311281 | val_loss: 0.031196 | Time: 1982.87 ms [2022-04-12 22:05:18 main:574] : INFO : Epoch 1630 | loss: 0.0311289 | val_loss: 0.0311878 | Time: 1986.31 ms [2022-04-12 22:05:20 main:574] : INFO : Epoch 1631 | loss: 0.0311319 | val_loss: 0.0312001 | Time: 2013 ms [2022-04-12 22:05:22 main:574] : INFO : Epoch 1632 | loss: 0.0311332 | val_loss: 0.031194 | Time: 1981.67 ms [2022-04-12 22:05:24 main:574] : INFO : Epoch 1633 | loss: 0.031127 | val_loss: 0.0311915 | Time: 1994.89 ms [2022-04-12 22:05:26 main:574] : INFO : Epoch 1634 | loss: 0.03113 | val_loss: 0.0311922 | Time: 1958.77 ms [2022-04-12 22:05:28 main:574] : INFO : Epoch 1635 | loss: 0.0311359 | val_loss: 0.0311923 | Time: 1990.01 ms [2022-04-12 22:05:30 main:574] : INFO : Epoch 1636 | loss: 0.0311384 | val_loss: 0.03119 | Time: 1958.15 ms [2022-04-12 22:05:32 main:574] : INFO : Epoch 1637 | loss: 0.0311351 | val_loss: 0.031193 | Time: 1979.94 ms [2022-04-12 22:05:34 main:574] : INFO : Epoch 1638 | loss: 0.0311342 | val_loss: 0.0311945 | Time: 1990.25 ms [2022-04-12 22:05:36 main:574] : INFO : Epoch 1639 | loss: 0.0311336 | val_loss: 0.0311946 | Time: 1979.9 ms [2022-04-12 22:05:38 main:574] : INFO : Epoch 1640 | loss: 0.0311347 | val_loss: 0.0311948 | Time: 1975.2 ms [2022-04-12 22:05:40 main:574] : INFO : Epoch 1641 | loss: 0.0311354 | val_loss: 0.031193 | Time: 2011.9 ms [2022-04-12 22:05:42 main:574] : INFO : Epoch 1642 | loss: 0.0311316 | val_loss: 0.0311934 | Time: 1968.76 ms [2022-04-12 22:05:43 main:574] : INFO : Epoch 1643 | loss: 0.0311305 | val_loss: 0.0312062 | Time: 1970.41 ms [2022-04-12 22:05:45 main:574] : INFO : Epoch 1644 | loss: 0.0311324 | val_loss: 0.031201 | Time: 1985.81 ms [2022-04-12 22:05:47 main:574] : INFO : Epoch 1645 | loss: 0.0311327 | val_loss: 0.0311872 | Time: 1967.98 ms [2022-04-12 22:05:49 main:574] : INFO : Epoch 1646 | loss: 0.0311289 | val_loss: 0.0311991 | Time: 2000.1 ms [2022-04-12 22:05:51 main:574] : INFO : Epoch 1647 | loss: 0.0311324 | val_loss: 0.0311986 | Time: 1975.32 ms [2022-04-12 22:05:53 main:574] : INFO : Epoch 1648 | loss: 0.0311288 | val_loss: 0.0311968 | Time: 1957.77 ms [2022-04-12 22:05:55 main:574] : INFO : Epoch 1649 | loss: 0.0311297 | val_loss: 0.0311955 | Time: 1990.22 ms [2022-04-12 22:05:57 main:574] : INFO : Epoch 1650 | loss: 0.0311307 | val_loss: 0.0311925 | Time: 1975.62 ms [2022-04-12 22:05:59 main:574] : INFO : Epoch 1651 | loss: 0.0311315 | val_loss: 0.0311969 | Time: 1979.27 ms [2022-04-12 22:06:01 main:574] : INFO : Epoch 1652 | loss: 0.0311344 | val_loss: 0.0311916 | Time: 1979.37 ms [2022-04-12 22:06:03 main:574] : INFO : Epoch 1653 | loss: 0.0311415 | val_loss: 0.0311854 | Time: 1971.52 ms [2022-04-12 22:06:05 main:574] : INFO : Epoch 1654 | loss: 0.03115 | val_loss: 0.0311844 | Time: 1994.11 ms [2022-04-12 22:06:07 main:574] : INFO : Epoch 1655 | loss: 0.0311411 | val_loss: 0.0311892 | Time: 1984.9 ms [2022-04-12 22:06:09 main:574] : INFO : Epoch 1656 | loss: 0.0311391 | val_loss: 0.0311838 | Time: 1990.24 ms [2022-04-12 22:06:11 main:574] : INFO : Epoch 1657 | loss: 0.0311408 | val_loss: 0.0311874 | Time: 1981.51 ms [2022-04-12 22:06:13 main:574] : INFO : Epoch 1658 | loss: 0.0311392 | val_loss: 0.0311922 | Time: 1974.15 ms [2022-04-12 22:06:15 main:574] : INFO : Epoch 1659 | loss: 0.0311412 | val_loss: 0.0311813 | Time: 1937.92 ms [2022-04-12 22:06:17 main:574] : INFO : Epoch 1660 | loss: 0.0311334 | val_loss: 0.0311827 | Time: 1948.04 ms [2022-04-12 22:06:19 main:574] : INFO : Epoch 1661 | loss: 0.0311308 | val_loss: 0.0311873 | Time: 1975.17 ms [2022-04-12 22:06:21 main:574] : INFO : Epoch 1662 | loss: 0.0311303 | val_loss: 0.0311925 | Time: 1971.29 ms [2022-04-12 22:06:23 main:574] : INFO : Epoch 1663 | loss: 0.0311276 | val_loss: 0.0311846 | Time: 1982.17 ms [2022-04-12 22:06:25 main:574] : INFO : Epoch 1664 | loss: 0.0311282 | val_loss: 0.0311871 | Time: 1973.9 ms [2022-04-12 22:06:27 main:574] : INFO : Epoch 1665 | loss: 0.0311272 | val_loss: 0.0311896 | Time: 1984.06 ms [2022-04-12 22:06:29 main:574] : INFO : Epoch 1666 | loss: 0.0311258 | val_loss: 0.0311894 | Time: 1958.97 ms [2022-04-12 22:06:31 main:574] : INFO : Epoch 1667 | loss: 0.0311266 | val_loss: 0.03119 | Time: 1974.21 ms [2022-04-12 22:06:33 main:574] : INFO : Epoch 1668 | loss: 0.0311307 | val_loss: 0.0311946 | Time: 1963.47 ms [2022-04-12 22:06:35 main:574] : INFO : Epoch 1669 | loss: 0.0311311 | val_loss: 0.031193 | Time: 1970.79 ms [2022-04-12 22:06:37 main:574] : INFO : Epoch 1670 | loss: 0.0311285 | val_loss: 0.0311896 | Time: 1953.58 ms [2022-04-12 22:06:39 main:574] : INFO : Epoch 1671 | loss: 0.0311253 | val_loss: 0.0311979 | Time: 1974.6 ms [2022-04-12 22:06:41 main:574] : INFO : Epoch 1672 | loss: 0.0311279 | val_loss: 0.031195 | Time: 1970.29 ms [2022-04-12 22:06:43 main:574] : INFO : Epoch 1673 | loss: 0.0311258 | val_loss: 0.0311896 | Time: 1979.49 ms [2022-04-12 22:06:45 main:574] : INFO : Epoch 1674 | loss: 0.0311288 | val_loss: 0.0311976 | Time: 2053.21 ms [2022-04-12 22:06:47 main:574] : INFO : Epoch 1675 | loss: 0.0311274 | val_loss: 0.0312016 | Time: 2138.14 ms [2022-04-12 22:06:49 main:574] : INFO : Epoch 1676 | loss: 0.0311302 | val_loss: 0.0311952 | Time: 1992.65 ms [2022-04-12 22:06:51 main:574] : INFO : Epoch 1677 | loss: 0.0311442 | val_loss: 0.0311963 | Time: 2001.63 ms [2022-04-12 22:06:53 main:574] : INFO : Epoch 1678 | loss: 0.0311483 | val_loss: 0.0311868 | Time: 1989.51 ms [2022-04-12 22:06:55 main:574] : INFO : Epoch 1679 | loss: 0.0311425 | val_loss: 0.0311953 | Time: 1975.44 ms [2022-04-12 22:06:57 main:574] : INFO : Epoch 1680 | loss: 0.0311358 | val_loss: 0.0311918 | Time: 1964.33 ms [2022-04-12 22:06:59 main:574] : INFO : Epoch 1681 | loss: 0.0311333 | val_loss: 0.0311956 | Time: 1981.38 ms [2022-04-12 22:07:01 main:574] : INFO : Epoch 1682 | loss: 0.0311334 | val_loss: 0.0311957 | Time: 1979.43 ms [2022-04-12 22:07:03 main:574] : INFO : Epoch 1683 | loss: 0.031134 | val_loss: 0.0312043 | Time: 1955.04 ms [2022-04-12 22:07:05 main:574] : INFO : Epoch 1684 | loss: 0.0311346 | val_loss: 0.0311968 | Time: 1973.76 ms [2022-04-12 22:07:07 main:574] : INFO : Epoch 1685 | loss: 0.0311324 | val_loss: 0.0311897 | Time: 1955.68 ms [2022-04-12 22:07:09 main:574] : INFO : Epoch 1686 | loss: 0.0311296 | val_loss: 0.0312011 | Time: 1955.13 ms [2022-04-12 22:07:11 main:574] : INFO : Epoch 1687 | loss: 0.0311279 | val_loss: 0.0311903 | Time: 1958.33 ms [2022-04-12 22:07:13 main:574] : INFO : Epoch 1688 | loss: 0.0311263 | val_loss: 0.031196 | Time: 1940.02 ms [2022-04-12 22:07:15 main:574] : INFO : Epoch 1689 | loss: 0.0311283 | val_loss: 0.0311964 | Time: 1976.42 ms [2022-04-12 22:07:17 main:574] : INFO : Epoch 1690 | loss: 0.0311288 | val_loss: 0.0311937 | Time: 1936.55 ms [2022-04-12 22:07:19 main:574] : INFO : Epoch 1691 | loss: 0.0311318 | val_loss: 0.0312018 | Time: 1985.32 ms [2022-04-12 22:07:21 main:574] : INFO : Epoch 1692 | loss: 0.0311322 | val_loss: 0.0311904 | Time: 1964.12 ms [2022-04-12 22:07:23 main:574] : INFO : Epoch 1693 | loss: 0.0311279 | val_loss: 0.0311929 | Time: 1965.63 ms [2022-04-12 22:07:25 main:574] : INFO : Epoch 1694 | loss: 0.0311261 | val_loss: 0.0311958 | Time: 1959.87 ms [2022-04-12 22:07:27 main:574] : INFO : Epoch 1695 | loss: 0.0311351 | val_loss: 0.0311951 | Time: 1959.32 ms [2022-04-12 22:07:29 main:574] : INFO : Epoch 1696 | loss: 0.0311316 | val_loss: 0.0311934 | Time: 2171.89 ms [2022-04-12 22:07:31 main:574] : INFO : Epoch 1697 | loss: 0.0311269 | val_loss: 0.0311914 | Time: 2081.64 ms [2022-04-12 22:07:33 main:574] : INFO : Epoch 1698 | loss: 0.031124 | val_loss: 0.031193 | Time: 1984.89 ms [2022-04-12 22:07:35 main:574] : INFO : Epoch 1699 | loss: 0.0311264 | val_loss: 0.0311976 | Time: 1979.74 ms [2022-04-12 22:07:37 main:574] : INFO : Epoch 1700 | loss: 0.0311269 | val_loss: 0.0311995 | Time: 1970.8 ms [2022-04-12 22:07:39 main:574] : INFO : Epoch 1701 | loss: 0.0311279 | val_loss: 0.0312024 | Time: 1961.1 ms [2022-04-12 22:07:41 main:574] : INFO : Epoch 1702 | loss: 0.0311248 | val_loss: 0.0311981 | Time: 1957 ms [2022-04-12 22:07:43 main:574] : INFO : Epoch 1703 | loss: 0.0311272 | val_loss: 0.0311949 | Time: 1965.07 ms [2022-04-12 22:07:45 main:574] : INFO : Epoch 1704 | loss: 0.031125 | val_loss: 0.0311924 | Time: 1978.71 ms [2022-04-12 22:07:47 main:574] : INFO : Epoch 1705 | loss: 0.031125 | val_loss: 0.0312009 | Time: 1976.88 ms [2022-04-12 22:07:49 main:574] : INFO : Epoch 1706 | loss: 0.0311215 | val_loss: 0.0311986 | Time: 1963.42 ms [2022-04-12 22:07:51 main:574] : INFO : Epoch 1707 | loss: 0.0311214 | val_loss: 0.0311996 | Time: 1977.17 ms [2022-04-12 22:07:52 main:574] : INFO : Epoch 1708 | loss: 0.0311228 | val_loss: 0.0311935 | Time: 1954.9 ms [2022-04-12 22:07:54 main:574] : INFO : Epoch 1709 | loss: 0.031121 | val_loss: 0.0311999 | Time: 1965.95 ms [2022-04-12 22:07:56 main:574] : INFO : Epoch 1710 | loss: 0.0311261 | val_loss: 0.0311913 | Time: 1956.38 ms [2022-04-12 22:07:58 main:574] : INFO : Epoch 1711 | loss: 0.0311253 | val_loss: 0.0311891 | Time: 1987.28 ms [2022-04-12 22:08:00 main:574] : INFO : Epoch 1712 | loss: 0.0311272 | val_loss: 0.0311945 | Time: 1971.74 ms [2022-04-12 22:08:02 main:574] : INFO : Epoch 1713 | loss: 0.0311227 | val_loss: 0.0311955 | Time: 1950.64 ms [2022-04-12 22:08:04 main:574] : INFO : Epoch 1714 | loss: 0.0311189 | val_loss: 0.0311983 | Time: 1979.66 ms [2022-04-12 22:08:06 main:574] : INFO : Epoch 1715 | loss: 0.03112 | val_loss: 0.0311945 | Time: 1950.14 ms [2022-04-12 22:08:08 main:574] : INFO : Epoch 1716 | loss: 0.0311227 | val_loss: 0.0311937 | Time: 1969.56 ms [2022-04-12 22:08:10 main:574] : INFO : Epoch 1717 | loss: 0.0311226 | val_loss: 0.0311998 | Time: 1960.04 ms [2022-04-12 22:08:12 main:574] : INFO : Epoch 1718 | loss: 0.0311182 | val_loss: 0.0311915 | Time: 1993.61 ms [2022-04-12 22:08:14 main:574] : INFO : Epoch 1719 | loss: 0.0311178 | val_loss: 0.031195 | Time: 1963.91 ms [2022-04-12 22:08:16 main:574] : INFO : Epoch 1720 | loss: 0.0311168 | val_loss: 0.0311922 | Time: 1964.98 ms [2022-04-12 22:08:18 main:574] : INFO : Epoch 1721 | loss: 0.0311196 | val_loss: 0.0311987 | Time: 1969.99 ms [2022-04-12 22:08:20 main:574] : INFO : Epoch 1722 | loss: 0.0311202 | val_loss: 0.0312018 | Time: 1978.17 ms [2022-04-12 22:08:22 main:574] : INFO : Epoch 1723 | loss: 0.0311208 | val_loss: 0.031193 | Time: 1978.13 ms [2022-04-12 22:08:24 main:574] : INFO : Epoch 1724 | loss: 0.0311157 | val_loss: 0.0312011 | Time: 1965.98 ms [2022-04-12 22:08:26 main:574] : INFO : Epoch 1725 | loss: 0.0311179 | val_loss: 0.0311986 | Time: 2013.65 ms [2022-04-12 22:08:28 main:574] : INFO : Epoch 1726 | loss: 0.0311321 | val_loss: 0.0311904 | Time: 1987.89 ms [2022-04-12 22:08:30 main:574] : INFO : Epoch 1727 | loss: 0.0311342 | val_loss: 0.0311907 | Time: 1990.83 ms [2022-04-12 22:08:32 main:574] : INFO : Epoch 1728 | loss: 0.0311311 | val_loss: 0.0311959 | Time: 1972.52 ms [2022-04-12 22:08:34 main:574] : INFO : Epoch 1729 | loss: 0.0311276 | val_loss: 0.031189 | Time: 2003.7 ms [2022-04-12 22:08:36 main:574] : INFO : Epoch 1730 | loss: 0.0311249 | val_loss: 0.0311986 | Time: 1974.12 ms [2022-04-12 22:08:38 main:574] : INFO : Epoch 1731 | loss: 0.0311207 | val_loss: 0.0311985 | Time: 1964.85 ms [2022-04-12 22:08:40 main:574] : INFO : Epoch 1732 | loss: 0.0311248 | val_loss: 0.0311999 | Time: 1962.34 ms [2022-04-12 22:08:42 main:574] : INFO : Epoch 1733 | loss: 0.0311268 | val_loss: 0.0311965 | Time: 1990.37 ms [2022-04-12 22:08:44 main:574] : INFO : Epoch 1734 | loss: 0.0311258 | val_loss: 0.0311904 | Time: 1949.82 ms [2022-04-12 22:08:46 main:574] : INFO : Epoch 1735 | loss: 0.0311194 | val_loss: 0.0311991 | Time: 1972.92 ms [2022-04-12 22:08:48 main:574] : INFO : Epoch 1736 | loss: 0.031119 | val_loss: 0.031194 | Time: 1959.48 ms [2022-04-12 22:08:50 main:574] : INFO : Epoch 1737 | loss: 0.0311161 | val_loss: 0.0311968 | Time: 1965.73 ms [2022-04-12 22:08:52 main:574] : INFO : Epoch 1738 | loss: 0.0311174 | val_loss: 0.031207 | Time: 1971.06 ms [2022-04-12 22:08:54 main:574] : INFO : Epoch 1739 | loss: 0.0311159 | val_loss: 0.0312028 | Time: 1980.23 ms [2022-04-12 22:08:56 main:574] : INFO : Epoch 1740 | loss: 0.0311196 | val_loss: 0.0312043 | Time: 1990.33 ms [2022-04-12 22:08:58 main:574] : INFO : Epoch 1741 | loss: 0.031124 | val_loss: 0.0311995 | Time: 1985.66 ms [2022-04-12 22:09:00 main:574] : INFO : Epoch 1742 | loss: 0.0311324 | val_loss: 0.0311972 | Time: 1979.66 ms [2022-04-12 22:09:02 main:574] : INFO : Epoch 1743 | loss: 0.0311253 | val_loss: 0.0311975 | Time: 2012.23 ms [2022-04-12 22:09:04 main:574] : INFO : Epoch 1744 | loss: 0.03112 | val_loss: 0.031206 | Time: 1983.75 ms [2022-04-12 22:09:06 main:574] : INFO : Epoch 1745 | loss: 0.031117 | val_loss: 0.0311982 | Time: 1975.04 ms [2022-04-12 22:09:08 main:574] : INFO : Epoch 1746 | loss: 0.0311192 | val_loss: 0.0312024 | Time: 1998.1 ms [2022-04-12 22:09:10 main:574] : INFO : Epoch 1747 | loss: 0.0311247 | val_loss: 0.0311958 | Time: 1975.85 ms [2022-04-12 22:09:12 main:574] : INFO : Epoch 1748 | loss: 0.0311243 | val_loss: 0.0312008 | Time: 1983.3 ms [2022-04-12 22:09:14 main:574] : INFO : Epoch 1749 | loss: 0.0311205 | val_loss: 0.0311948 | Time: 1957.32 ms [2022-04-12 22:09:16 main:574] : INFO : Epoch 1750 | loss: 0.0311213 | val_loss: 0.0311959 | Time: 2001.7 ms [2022-04-12 22:09:18 main:574] : INFO : Epoch 1751 | loss: 0.0311177 | val_loss: 0.0312007 | Time: 1991.36 ms [2022-04-12 22:09:20 main:574] : INFO : Epoch 1752 | loss: 0.0311182 | val_loss: 0.0312026 | Time: 1954.28 ms [2022-04-12 22:09:22 main:574] : INFO : Epoch 1753 | loss: 0.0311218 | val_loss: 0.0312008 | Time: 2010.71 ms [2022-04-12 22:09:24 main:574] : INFO : Epoch 1754 | loss: 0.0311163 | val_loss: 0.031205 | Time: 1963.87 ms [2022-04-12 22:09:26 main:574] : INFO : Epoch 1755 | loss: 0.0311173 | val_loss: 0.0312061 | Time: 1972.91 ms [2022-04-12 22:09:28 main:574] : INFO : Epoch 1756 | loss: 0.0311184 | val_loss: 0.031197 | Time: 1965.41 ms [2022-04-12 22:09:30 main:574] : INFO : Epoch 1757 | loss: 0.0311135 | val_loss: 0.0312062 | Time: 1986.14 ms [2022-04-12 22:09:32 main:574] : INFO : Epoch 1758 | loss: 0.0311097 | val_loss: 0.0312045 | Time: 1971.05 ms [2022-04-12 22:09:33 main:574] : INFO : Epoch 1759 | loss: 0.0311114 | val_loss: 0.0312027 | Time: 1940.33 ms [2022-04-12 22:09:35 main:574] : INFO : Epoch 1760 | loss: 0.0311089 | val_loss: 0.0312041 | Time: 1955.93 ms [2022-04-12 22:09:37 main:574] : INFO : Epoch 1761 | loss: 0.0311108 | val_loss: 0.0312041 | Time: 1945.19 ms [2022-04-12 22:09:39 main:574] : INFO : Epoch 1762 | loss: 0.0311135 | val_loss: 0.0312035 | Time: 1976.06 ms [2022-04-12 22:09:41 main:574] : INFO : Epoch 1763 | loss: 0.0311163 | val_loss: 0.0312064 | Time: 1957.38 ms [2022-04-12 22:09:43 main:574] : INFO : Epoch 1764 | loss: 0.0311179 | val_loss: 0.0312108 | Time: 1983.27 ms [2022-04-12 22:09:45 main:574] : INFO : Epoch 1765 | loss: 0.0311113 | val_loss: 0.0312117 | Time: 1986.44 ms [2022-04-12 22:09:47 main:574] : INFO : Epoch 1766 | loss: 0.0311115 | val_loss: 0.0311982 | Time: 1982.42 ms [2022-04-12 22:09:49 main:574] : INFO : Epoch 1767 | loss: 0.0311083 | val_loss: 0.0312005 | Time: 1992.58 ms [2022-04-12 22:09:51 main:574] : INFO : Epoch 1768 | loss: 0.0311147 | val_loss: 0.0312029 | Time: 1987.02 ms [2022-04-12 22:09:53 main:574] : INFO : Epoch 1769 | loss: 0.0311206 | val_loss: 0.0312018 | Time: 1975.55 ms [2022-04-12 22:09:55 main:574] : INFO : Epoch 1770 | loss: 0.0311242 | val_loss: 0.0312108 | Time: 1990.74 ms [2022-04-12 22:09:57 main:574] : INFO : Epoch 1771 | loss: 0.0311207 | val_loss: 0.0311949 | Time: 1974.49 ms [2022-04-12 22:09:59 main:574] : INFO : Epoch 1772 | loss: 0.0311187 | val_loss: 0.0311973 | Time: 1986.05 ms [2022-04-12 22:10:01 main:574] : INFO : Epoch 1773 | loss: 0.0311186 | val_loss: 0.0312045 | Time: 1997.41 ms [2022-04-12 22:10:03 main:574] : INFO : Epoch 1774 | loss: 0.0311172 | val_loss: 0.0312002 | Time: 1969 ms [2022-04-12 22:10:05 main:574] : INFO : Epoch 1775 | loss: 0.0311149 | val_loss: 0.0312075 | Time: 1953.22 ms [2022-04-12 22:10:07 main:574] : INFO : Epoch 1776 | loss: 0.0311159 | val_loss: 0.031202 | Time: 1961.67 ms [2022-04-12 22:10:09 main:574] : INFO : Epoch 1777 | loss: 0.0311195 | val_loss: 0.0312061 | Time: 1983.56 ms [2022-04-12 22:10:11 main:574] : INFO : Epoch 1778 | loss: 0.0311209 | val_loss: 0.0312007 | Time: 1974.21 ms [2022-04-12 22:10:13 main:574] : INFO : Epoch 1779 | loss: 0.0311153 | val_loss: 0.0312088 | Time: 1957.29 ms [2022-04-12 22:10:15 main:574] : INFO : Epoch 1780 | loss: 0.0311139 | val_loss: 0.0312053 | Time: 1963.23 ms [2022-04-12 22:10:17 main:574] : INFO : Epoch 1781 | loss: 0.0311189 | val_loss: 0.0312017 | Time: 1972 ms [2022-04-12 22:10:19 main:574] : INFO : Epoch 1782 | loss: 0.0311226 | val_loss: 0.0311948 | Time: 1954.66 ms [2022-04-12 22:10:21 main:574] : INFO : Epoch 1783 | loss: 0.0311168 | val_loss: 0.0312088 | Time: 1998.93 ms [2022-04-12 22:10:23 main:574] : INFO : Epoch 1784 | loss: 0.0311128 | val_loss: 0.0312051 | Time: 1962.83 ms [2022-04-12 22:10:25 main:574] : INFO : Epoch 1785 | loss: 0.0311101 | val_loss: 0.0312002 | Time: 1980.09 ms [2022-04-12 22:10:27 main:574] : INFO : Epoch 1786 | loss: 0.0311098 | val_loss: 0.0311976 | Time: 1951 ms [2022-04-12 22:10:29 main:574] : INFO : Epoch 1787 | loss: 0.0311136 | val_loss: 0.0312091 | Time: 1966.79 ms [2022-04-12 22:10:31 main:574] : INFO : Epoch 1788 | loss: 0.0311195 | val_loss: 0.0312019 | Time: 1957.49 ms [2022-04-12 22:10:33 main:574] : INFO : Epoch 1789 | loss: 0.0311202 | val_loss: 0.0311991 | Time: 1960.47 ms [2022-04-12 22:10:35 main:574] : INFO : Epoch 1790 | loss: 0.0311193 | val_loss: 0.0312075 | Time: 1977.24 ms [2022-04-12 22:10:37 main:574] : INFO : Epoch 1791 | loss: 0.0311156 | val_loss: 0.0311982 | Time: 1955.45 ms [2022-04-12 22:10:39 main:574] : INFO : Epoch 1792 | loss: 0.0311233 | val_loss: 0.0312047 | Time: 1957.76 ms [2022-04-12 22:10:41 main:574] : INFO : Epoch 1793 | loss: 0.0311159 | val_loss: 0.0312015 | Time: 1953.74 ms [2022-04-12 22:10:43 main:574] : INFO : Epoch 1794 | loss: 0.0311151 | val_loss: 0.031203 | Time: 1976.26 ms [2022-04-12 22:10:45 main:574] : INFO : Epoch 1795 | loss: 0.0311193 | val_loss: 0.0312071 | Time: 1979.9 ms [2022-04-12 22:10:47 main:574] : INFO : Epoch 1796 | loss: 0.0311131 | val_loss: 0.0312074 | Time: 1986.29 ms [2022-04-12 22:10:49 main:574] : INFO : Epoch 1797 | loss: 0.0311119 | val_loss: 0.0312052 | Time: 1964.04 ms [2022-04-12 22:10:51 main:574] : INFO : Epoch 1798 | loss: 0.031113 | val_loss: 0.0312058 | Time: 1975.97 ms [2022-04-12 22:10:53 main:574] : INFO : Epoch 1799 | loss: 0.0311154 | val_loss: 0.0312091 | Time: 1979.54 ms [2022-04-12 22:10:55 main:574] : INFO : Epoch 1800 | loss: 0.0311237 | val_loss: 0.0312042 | Time: 1985.25 ms [2022-04-12 22:10:57 main:574] : INFO : Epoch 1801 | loss: 0.0311305 | val_loss: 0.0312004 | Time: 2001.56 ms [2022-04-12 22:10:58 main:574] : INFO : Epoch 1802 | loss: 0.0311296 | val_loss: 0.0311968 | Time: 1977.67 ms [2022-04-12 22:11:00 main:574] : INFO : Epoch 1803 | loss: 0.0311204 | val_loss: 0.0312024 | Time: 1971.66 ms [2022-04-12 22:11:02 main:574] : INFO : Epoch 1804 | loss: 0.0311168 | val_loss: 0.0312091 | Time: 1972.92 ms [2022-04-12 22:11:04 main:574] : INFO : Epoch 1805 | loss: 0.0311149 | val_loss: 0.0312015 | Time: 1969.19 ms [2022-04-12 22:11:06 main:574] : INFO : Epoch 1806 | loss: 0.0311164 | val_loss: 0.0312067 | Time: 1962.91 ms [2022-04-12 22:11:08 main:574] : INFO : Epoch 1807 | loss: 0.0311156 | val_loss: 0.0311979 | Time: 1994.86 ms [2022-04-12 22:11:10 main:574] : INFO : Epoch 1808 | loss: 0.0311127 | val_loss: 0.0312034 | Time: 1993.54 ms [2022-04-12 22:11:12 main:574] : INFO : Epoch 1809 | loss: 0.0311165 | val_loss: 0.0312001 | Time: 1959.26 ms [2022-04-12 22:11:14 main:574] : INFO : Epoch 1810 | loss: 0.0311261 | val_loss: 0.0311943 | Time: 1987.47 ms [2022-04-12 22:11:16 main:574] : INFO : Epoch 1811 | loss: 0.0311217 | val_loss: 0.0312095 | Time: 1950.87 ms [2022-04-12 22:11:18 main:574] : INFO : Epoch 1812 | loss: 0.0311193 | val_loss: 0.0312049 | Time: 1995.57 ms [2022-04-12 22:11:20 main:574] : INFO : Epoch 1813 | loss: 0.0311248 | val_loss: 0.0311996 | Time: 2072.41 ms [2022-04-12 22:11:22 main:574] : INFO : Epoch 1814 | loss: 0.0311181 | val_loss: 0.0312034 | Time: 2059.78 ms [2022-04-12 22:11:24 main:574] : INFO : Epoch 1815 | loss: 0.0311181 | val_loss: 0.0311941 | Time: 1985 ms [2022-04-12 22:11:26 main:574] : INFO : Epoch 1816 | loss: 0.0311177 | val_loss: 0.0311974 | Time: 1973.87 ms [2022-04-12 22:11:28 main:574] : INFO : Epoch 1817 | loss: 0.0311138 | val_loss: 0.031205 | Time: 1966.87 ms [2022-04-12 22:11:30 main:574] : INFO : Epoch 1818 | loss: 0.03111 | val_loss: 0.0312079 | Time: 1959.15 ms [2022-04-12 22:11:32 main:574] : INFO : Epoch 1819 | loss: 0.0311108 | val_loss: 0.0312087 | Time: 1947.3 ms [2022-04-12 22:11:34 main:574] : INFO : Epoch 1820 | loss: 0.0311144 | val_loss: 0.0312131 | Time: 1969.61 ms [2022-04-12 22:11:36 main:574] : INFO : Epoch 1821 | loss: 0.0311156 | val_loss: 0.0312048 | Time: 2004.87 ms [2022-04-12 22:11:38 main:574] : INFO : Epoch 1822 | loss: 0.0311143 | val_loss: 0.031208 | Time: 1958.71 ms [2022-04-12 22:11:40 main:574] : INFO : Epoch 1823 | loss: 0.0311285 | val_loss: 0.0311984 | Time: 1935.02 ms [2022-04-12 22:11:42 main:574] : INFO : Epoch 1824 | loss: 0.0311247 | val_loss: 0.0311997 | Time: 1967 ms [2022-04-12 22:11:44 main:574] : INFO : Epoch 1825 | loss: 0.0311186 | val_loss: 0.0312028 | Time: 1988.07 ms [2022-04-12 22:11:46 main:574] : INFO : Epoch 1826 | loss: 0.0311144 | val_loss: 0.0312022 | Time: 2100.9 ms [2022-04-12 22:11:48 main:574] : INFO : Epoch 1827 | loss: 0.0311184 | val_loss: 0.0312031 | Time: 1943.23 ms [2022-04-12 22:11:50 main:574] : INFO : Epoch 1828 | loss: 0.0311247 | val_loss: 0.031199 | Time: 1973.91 ms [2022-04-12 22:11:52 main:574] : INFO : Epoch 1829 | loss: 0.0311217 | val_loss: 0.0311983 | Time: 1972.98 ms [2022-04-12 22:11:54 main:574] : INFO : Epoch 1830 | loss: 0.0311201 | val_loss: 0.0311977 | Time: 1959.98 ms [2022-04-12 22:11:56 main:574] : INFO : Epoch 1831 | loss: 0.0311184 | val_loss: 0.031205 | Time: 1952.89 ms [2022-04-12 22:11:58 main:574] : INFO : Epoch 1832 | loss: 0.031114 | val_loss: 0.0312045 | Time: 1961.4 ms [2022-04-12 22:12:00 main:574] : INFO : Epoch 1833 | loss: 0.0311144 | val_loss: 0.0312008 | Time: 1994.54 ms [2022-04-12 22:12:02 main:574] : INFO : Epoch 1834 | loss: 0.0311157 | val_loss: 0.0312002 | Time: 1970.45 ms [2022-04-12 22:12:04 main:574] : INFO : Epoch 1835 | loss: 0.0311167 | val_loss: 0.0312103 | Time: 1998.24 ms [2022-04-12 22:12:06 main:574] : INFO : Epoch 1836 | loss: 0.0311181 | val_loss: 0.0312 | Time: 2007.14 ms [2022-04-12 22:12:08 main:574] : INFO : Epoch 1837 | loss: 0.0311134 | val_loss: 0.0312016 | Time: 1982.18 ms [2022-04-12 22:12:10 main:574] : INFO : Epoch 1838 | loss: 0.0311097 | val_loss: 0.0312076 | Time: 1984.27 ms [2022-04-12 22:12:12 main:574] : INFO : Epoch 1839 | loss: 0.0311102 | val_loss: 0.0311973 | Time: 1964.85 ms [2022-04-12 22:12:14 main:574] : INFO : Epoch 1840 | loss: 0.0311077 | val_loss: 0.0312024 | Time: 1978.6 ms [2022-04-12 22:12:16 main:574] : INFO : Epoch 1841 | loss: 0.0311094 | val_loss: 0.0312031 | Time: 1975.38 ms [2022-04-12 22:12:18 main:574] : INFO : Epoch 1842 | loss: 0.03111 | val_loss: 0.0312048 | Time: 1987.42 ms [2022-04-12 22:12:20 main:574] : INFO : Epoch 1843 | loss: 0.0311099 | val_loss: 0.0312078 | Time: 1965.96 ms [2022-04-12 22:12:22 main:574] : INFO : Epoch 1844 | loss: 0.0311124 | val_loss: 0.0312069 | Time: 1991.66 ms [2022-04-12 22:12:24 main:574] : INFO : Epoch 1845 | loss: 0.0311071 | val_loss: 0.0312111 | Time: 1966.22 ms [2022-04-12 22:12:26 main:574] : INFO : Epoch 1846 | loss: 0.0311074 | val_loss: 0.0312037 | Time: 1997.47 ms [2022-04-12 22:12:28 main:574] : INFO : Epoch 1847 | loss: 0.0311225 | val_loss: 0.0312242 | Time: 1961.32 ms [2022-04-12 22:12:30 main:574] : INFO : Epoch 1848 | loss: 0.0312849 | val_loss: 0.0315256 | Time: 1967.88 ms [2022-04-12 22:12:32 main:574] : INFO : Epoch 1849 | loss: 0.0371988 | val_loss: 0.0320387 | Time: 1990.48 ms [2022-04-12 22:12:34 main:574] : INFO : Epoch 1850 | loss: 0.033743 | val_loss: 0.0316477 | Time: 1960.73 ms [2022-04-12 22:12:36 main:574] : INFO : Epoch 1851 | loss: 0.0314643 | val_loss: 0.0312923 | Time: 1965.82 ms [2022-04-12 22:12:38 main:574] : INFO : Epoch 1852 | loss: 0.0312873 | val_loss: 0.0312704 | Time: 1961.2 ms [2022-04-12 22:12:40 main:574] : INFO : Epoch 1853 | loss: 0.0312611 | val_loss: 0.031253 | Time: 2179.02 ms [2022-04-12 22:12:42 main:574] : INFO : Epoch 1854 | loss: 0.0312523 | val_loss: 0.0312501 | Time: 2014.58 ms [2022-04-12 22:12:44 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312487 | Time: 2088.18 ms [2022-04-12 22:12:46 main:574] : INFO : Epoch 1856 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1990.87 ms [2022-04-12 22:12:48 main:574] : INFO : Epoch 1857 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2036.65 ms [2022-04-12 22:12:50 main:574] : INFO : Epoch 1858 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1990.38 ms [2022-04-12 22:12:52 main:574] : INFO : Epoch 1859 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1998.4 ms [2022-04-12 22:12:54 main:574] : INFO : Epoch 1860 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1960.19 ms [2022-04-12 22:12:56 main:574] : INFO : Epoch 1861 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 1994.96 ms [2022-04-12 22:12:58 main:574] : INFO : Epoch 1862 | loss: 0.0312398 | val_loss: 0.0312419 | Time: 1969.22 ms [2022-04-12 22:13:00 main:574] : INFO : Epoch 1863 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 1973.14 ms [2022-04-12 22:13:02 main:574] : INFO : Epoch 1864 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 1973.31 ms [2022-04-12 22:13:04 main:574] : INFO : Epoch 1865 | loss: 0.0312336 | val_loss: 0.0312337 | Time: 1990.66 ms [2022-04-12 22:13:06 main:574] : INFO : Epoch 1866 | loss: 0.0312313 | val_loss: 0.0312322 | Time: 1985.06 ms [2022-04-12 22:13:08 main:574] : INFO : Epoch 1867 | loss: 0.0312285 | val_loss: 0.0312293 | Time: 1963.66 ms [2022-04-12 22:13:10 main:574] : INFO : Epoch 1868 | loss: 0.0312252 | val_loss: 0.0312273 | Time: 1956.24 ms [2022-04-12 22:13:12 main:574] : INFO : Epoch 1869 | loss: 0.0312223 | val_loss: 0.0312236 | Time: 1952.2 ms [2022-04-12 22:13:14 main:574] : INFO : Epoch 1870 | loss: 0.0312192 | val_loss: 0.0312209 | Time: 1971.62 ms [2022-04-12 22:13:16 main:574] : INFO : Epoch 1871 | loss: 0.0312159 | val_loss: 0.031218 | Time: 1962.35 ms [2022-04-12 22:13:18 main:574] : INFO : Epoch 1872 | loss: 0.0312129 | val_loss: 0.031216 | Time: 1991.74 ms [2022-04-12 22:13:20 main:574] : INFO : Epoch 1873 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 1981.95 ms [2022-04-12 22:13:22 main:574] : INFO : Epoch 1874 | loss: 0.0312059 | val_loss: 0.031211 | Time: 1986.1 ms [2022-04-12 22:13:24 main:574] : INFO : Epoch 1875 | loss: 0.031203 | val_loss: 0.0312081 | Time: 1978.93 ms [2022-04-12 22:13:26 main:574] : INFO : Epoch 1876 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 1953.42 ms [2022-04-12 22:13:28 main:574] : INFO : Epoch 1877 | loss: 0.0311987 | val_loss: 0.0312037 | Time: 1994 ms [2022-04-12 22:13:30 main:574] : INFO : Epoch 1878 | loss: 0.0311975 | val_loss: 0.0312041 | Time: 1984.13 ms [2022-04-12 22:13:32 main:574] : INFO : Epoch 1879 | loss: 0.0311976 | val_loss: 0.0312025 | Time: 1977.07 ms [2022-04-12 22:13:34 main:574] : INFO : Epoch 1880 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 1963.93 ms [2022-04-12 22:13:36 main:574] : INFO : Epoch 1881 | loss: 0.031194 | val_loss: 0.0312011 | Time: 1974.49 ms [2022-04-12 22:13:38 main:574] : INFO : Epoch 1882 | loss: 0.0311923 | val_loss: 0.0312007 | Time: 1966.34 ms [2022-04-12 22:13:39 main:574] : INFO : Epoch 1883 | loss: 0.0311914 | val_loss: 0.0312001 | Time: 1957.96 ms [2022-04-12 22:13:41 main:574] : INFO : Epoch 1884 | loss: 0.0311916 | val_loss: 0.0311968 | Time: 1979.85 ms [2022-04-12 22:13:43 main:574] : INFO : Epoch 1885 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1960.87 ms [2022-04-12 22:13:45 main:574] : INFO : Epoch 1886 | loss: 0.0311884 | val_loss: 0.031197 | Time: 1953.89 ms [2022-04-12 22:13:47 main:574] : INFO : Epoch 1887 | loss: 0.0311905 | val_loss: 0.0311978 | Time: 1971.86 ms [2022-04-12 22:13:49 main:574] : INFO : Epoch 1888 | loss: 0.0311889 | val_loss: 0.0311989 | Time: 1973.07 ms [2022-04-12 22:13:51 main:574] : INFO : Epoch 1889 | loss: 0.031187 | val_loss: 0.0311956 | Time: 1961.71 ms [2022-04-12 22:13:53 main:574] : INFO : Epoch 1890 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 1954.87 ms [2022-04-12 22:13:55 main:574] : INFO : Epoch 1891 | loss: 0.0311857 | val_loss: 0.0311951 | Time: 1972.77 ms [2022-04-12 22:13:57 main:574] : INFO : Epoch 1892 | loss: 0.0311852 | val_loss: 0.031195 | Time: 1974.21 ms [2022-04-12 22:13:59 main:574] : INFO : Epoch 1893 | loss: 0.0311845 | val_loss: 0.0311954 | Time: 1942.83 ms [2022-04-12 22:14:01 main:574] : INFO : Epoch 1894 | loss: 0.0311841 | val_loss: 0.0311951 | Time: 1966.72 ms [2022-04-12 22:14:03 main:574] : INFO : Epoch 1895 | loss: 0.0311835 | val_loss: 0.031195 | Time: 1957.77 ms [2022-04-12 22:14:05 main:574] : INFO : Epoch 1896 | loss: 0.0311835 | val_loss: 0.0311947 | Time: 1969.71 ms [2022-04-12 22:14:07 main:574] : INFO : Epoch 1897 | loss: 0.0311846 | val_loss: 0.0311968 | Time: 1952.85 ms [2022-04-12 22:14:09 main:574] : INFO : Epoch 1898 | loss: 0.0311823 | val_loss: 0.0311936 | Time: 1947.21 ms [2022-04-12 22:14:11 main:574] : INFO : Epoch 1899 | loss: 0.0311815 | val_loss: 0.0311946 | Time: 1935.01 ms [2022-04-12 22:14:13 main:574] : INFO : Epoch 1900 | loss: 0.0311822 | val_loss: 0.0311941 | Time: 1947.27 ms [2022-04-12 22:14:15 main:574] : INFO : Epoch 1901 | loss: 0.0311836 | val_loss: 0.0311994 | Time: 1973.38 ms [2022-04-12 22:14:17 main:574] : INFO : Epoch 1902 | loss: 0.0311825 | val_loss: 0.0311953 | Time: 1954.8 ms [2022-04-12 22:14:19 main:574] : INFO : Epoch 1903 | loss: 0.0311812 | val_loss: 0.0311942 | Time: 1979.97 ms [2022-04-12 22:14:21 main:574] : INFO : Epoch 1904 | loss: 0.0311806 | val_loss: 0.0311958 | Time: 1963.9 ms [2022-04-12 22:14:23 main:574] : INFO : Epoch 1905 | loss: 0.0311799 | val_loss: 0.0311949 | Time: 2087.7 ms [2022-04-12 22:14:25 main:574] : INFO : Epoch 1906 | loss: 0.0311806 | val_loss: 0.0311945 | Time: 2054.23 ms [2022-04-12 22:14:27 main:574] : INFO : Epoch 1907 | loss: 0.0311791 | val_loss: 0.0311947 | Time: 2011.31 ms [2022-04-12 22:14:29 main:574] : INFO : Epoch 1908 | loss: 0.0311789 | val_loss: 0.0311932 | Time: 2000.76 ms [2022-04-12 22:14:31 main:574] : INFO : Epoch 1909 | loss: 0.0311799 | val_loss: 0.031194 | Time: 1984.46 ms [2022-04-12 22:14:33 main:574] : INFO : Epoch 1910 | loss: 0.0311782 | val_loss: 0.0311934 | Time: 1996.61 ms [2022-04-12 22:14:35 main:574] : INFO : Epoch 1911 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 2021.58 ms [2022-04-12 22:14:37 main:574] : INFO : Epoch 1912 | loss: 0.0311782 | val_loss: 0.0311954 | Time: 1985.43 ms [2022-04-12 22:14:39 main:574] : INFO : Epoch 1913 | loss: 0.0311777 | val_loss: 0.0311932 | Time: 1986.39 ms [2022-04-12 22:14:41 main:574] : INFO : Epoch 1914 | loss: 0.0311773 | val_loss: 0.0311967 | Time: 1963.95 ms [2022-04-12 22:14:43 main:574] : INFO : Epoch 1915 | loss: 0.0311769 | val_loss: 0.0311937 | Time: 1949.58 ms [2022-04-12 22:14:45 main:574] : INFO : Epoch 1916 | loss: 0.0311764 | val_loss: 0.0311927 | Time: 1974.17 ms [2022-04-12 22:14:47 main:574] : INFO : Epoch 1917 | loss: 0.0311765 | val_loss: 0.0311944 | Time: 1957.99 ms [2022-04-12 22:14:49 main:574] : INFO : Epoch 1918 | loss: 0.0311756 | val_loss: 0.0311935 | Time: 1953.67 ms [2022-04-12 22:14:51 main:574] : INFO : Epoch 1919 | loss: 0.0311754 | val_loss: 0.0311935 | Time: 1971.94 ms [2022-04-12 22:14:53 main:574] : INFO : Epoch 1920 | loss: 0.0311752 | val_loss: 0.0311937 | Time: 1952.64 ms [2022-04-12 22:14:55 main:574] : INFO : Epoch 1921 | loss: 0.0311746 | val_loss: 0.031194 | Time: 1941.02 ms [2022-04-12 22:14:57 main:574] : INFO : Epoch 1922 | loss: 0.0311748 | val_loss: 0.0311941 | Time: 1934.92 ms [2022-04-12 22:14:59 main:574] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.0311946 | Time: 1971.41 ms [2022-04-12 22:15:01 main:574] : INFO : Epoch 1924 | loss: 0.0311752 | val_loss: 0.0311969 | Time: 1970.42 ms [2022-04-12 22:15:03 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.0311945 | Time: 1952.18 ms [2022-04-12 22:15:04 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.031195 | Time: 1963.74 ms [2022-04-12 22:15:06 main:574] : INFO : Epoch 1927 | loss: 0.0311734 | val_loss: 0.0311952 | Time: 1948.22 ms [2022-04-12 22:15:08 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.0311948 | Time: 1959.8 ms [2022-04-12 22:15:10 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311972 | Time: 1980.09 ms [2022-04-12 22:15:12 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311957 | Time: 1960.39 ms [2022-04-12 22:15:14 main:574] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311958 | Time: 1961.17 ms [2022-04-12 22:15:16 main:574] : INFO : Epoch 1932 | loss: 0.0311725 | val_loss: 0.0311971 | Time: 1953.03 ms [2022-04-12 22:15:18 main:574] : INFO : Epoch 1933 | loss: 0.0311724 | val_loss: 0.0311953 | Time: 1960.19 ms [2022-04-12 22:15:20 main:574] : INFO : Epoch 1934 | loss: 0.0311721 | val_loss: 0.0311975 | Time: 1942.25 ms [2022-04-12 22:15:22 main:574] : INFO : Epoch 1935 | loss: 0.0311724 | val_loss: 0.0311949 | Time: 1973.23 ms [2022-04-12 22:15:24 main:574] : INFO : Epoch 1936 | loss: 0.031172 | val_loss: 0.0311956 | Time: 1975.36 ms [2022-04-12 22:15:26 main:574] : INFO : Epoch 1937 | loss: 0.0311716 | val_loss: 0.0311964 | Time: 2006.14 ms [2022-04-12 22:15:28 main:574] : INFO : Epoch 1938 | loss: 0.0311717 | val_loss: 0.0311957 | Time: 1959.51 ms [2022-04-12 22:15:30 main:574] : INFO : Epoch 1939 | loss: 0.0311702 | val_loss: 0.0311949 | Time: 1966.35 ms [2022-04-12 22:15:32 main:574] : INFO : Epoch 1940 | loss: 0.031171 | val_loss: 0.0311965 | Time: 1936.9 ms [2022-04-12 22:15:34 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311971 | Time: 1951.98 ms [2022-04-12 22:15:36 main:574] : INFO : Epoch 1942 | loss: 0.0311696 | val_loss: 0.031196 | Time: 1971.44 ms [2022-04-12 22:15:38 main:574] : INFO : Epoch 1943 | loss: 0.0311693 | val_loss: 0.0311976 | Time: 1960.08 ms [2022-04-12 22:15:40 main:574] : INFO : Epoch 1944 | loss: 0.0311696 | val_loss: 0.031197 | Time: 1941.91 ms [2022-04-12 22:15:42 main:574] : INFO : Epoch 1945 | loss: 0.0311696 | val_loss: 0.0311945 | Time: 1947.53 ms [2022-04-12 22:15:44 main:574] : INFO : Epoch 1946 | loss: 0.0311694 | val_loss: 0.031198 | Time: 1958.99 ms [2022-04-12 22:15:46 main:574] : INFO : Epoch 1947 | loss: 0.0311691 | val_loss: 0.0311974 | Time: 1970.99 ms [2022-04-12 22:15:48 main:574] : INFO : Epoch 1948 | loss: 0.0311689 | val_loss: 0.0311964 | Time: 1951.53 ms [2022-04-12 22:15:50 main:574] : INFO : Epoch 1949 | loss: 0.0311689 | val_loss: 0.031203 | Time: 1940.33 ms [2022-04-12 22:15:52 main:574] : INFO : Epoch 1950 | loss: 0.0311694 | val_loss: 0.0311989 | Time: 1976.26 ms [2022-04-12 22:15:54 main:574] : INFO : Epoch 1951 | loss: 0.0311681 | val_loss: 0.0311962 | Time: 1984.17 ms [2022-04-12 22:15:56 main:574] : INFO : Epoch 1952 | loss: 0.0311687 | val_loss: 0.0311971 | Time: 1985.65 ms [2022-04-12 22:15:58 main:574] : INFO : Epoch 1953 | loss: 0.0311679 | val_loss: 0.0311978 | Time: 1972.84 ms [2022-04-12 22:16:00 main:574] : INFO : Epoch 1954 | loss: 0.031168 | val_loss: 0.0311969 | Time: 1966.49 ms [2022-04-12 22:16:02 main:574] : INFO : Epoch 1955 | loss: 0.0311691 | val_loss: 0.031196 | Time: 1970.89 ms [2022-04-12 22:16:04 main:574] : INFO : Epoch 1956 | loss: 0.0311699 | val_loss: 0.0311979 | Time: 1963.4 ms [2022-04-12 22:16:05 main:574] : INFO : Epoch 1957 | loss: 0.0311684 | val_loss: 0.0311968 | Time: 1981.99 ms [2022-04-12 22:16:07 main:574] : INFO : Epoch 1958 | loss: 0.0311677 | val_loss: 0.0311959 | Time: 1980.26 ms [2022-04-12 22:16:09 main:574] : INFO : Epoch 1959 | loss: 0.0311669 | val_loss: 0.0311983 | Time: 1950.12 ms [2022-04-12 22:16:11 main:574] : INFO : Epoch 1960 | loss: 0.031166 | val_loss: 0.0311978 | Time: 1967.5 ms [2022-04-12 22:16:13 main:574] : INFO : Epoch 1961 | loss: 0.0311662 | val_loss: 0.0311976 | Time: 1965.02 ms [2022-04-12 22:16:15 main:574] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0312054 | Time: 1936.49 ms [2022-04-12 22:16:17 main:574] : INFO : Epoch 1963 | loss: 0.0311668 | val_loss: 0.0311978 | Time: 1981.22 ms [2022-04-12 22:16:19 main:574] : INFO : Epoch 1964 | loss: 0.0311652 | val_loss: 0.0311965 | Time: 1978.71 ms [2022-04-12 22:16:21 main:574] : INFO : Epoch 1965 | loss: 0.0311652 | val_loss: 0.0312001 | Time: 1954.57 ms [2022-04-12 22:16:23 main:574] : INFO : Epoch 1966 | loss: 0.0311663 | val_loss: 0.0311977 | Time: 1947.56 ms [2022-04-12 22:16:25 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311953 | Time: 1943.31 ms [2022-04-12 22:16:27 main:574] : INFO : Epoch 1968 | loss: 0.0311685 | val_loss: 0.0311991 | Time: 1937.81 ms [2022-04-12 22:16:29 main:574] : INFO : Epoch 1969 | loss: 0.0311655 | val_loss: 0.0311967 | Time: 1963.53 ms [2022-04-12 22:16:31 main:574] : INFO : Epoch 1970 | loss: 0.0311652 | val_loss: 0.0311974 | Time: 1968.98 ms [2022-04-12 22:16:33 main:574] : INFO : Epoch 1971 | loss: 0.0311643 | val_loss: 0.0311965 | Time: 1951.77 ms [2022-04-12 22:16:35 main:574] : INFO : Epoch 1972 | loss: 0.0311653 | val_loss: 0.0311982 | Time: 1987.85 ms [2022-04-12 22:16:37 main:574] : INFO : Epoch 1973 | loss: 0.0311652 | val_loss: 0.0311967 | Time: 1972.12 ms [2022-04-12 22:16:39 main:574] : INFO : Epoch 1974 | loss: 0.0311632 | val_loss: 0.0311976 | Time: 1997.43 ms [2022-04-12 22:16:41 main:574] : INFO : Epoch 1975 | loss: 0.0311633 | val_loss: 0.0311991 | Time: 1966.73 ms [2022-04-12 22:16:43 main:574] : INFO : Epoch 1976 | loss: 0.0311652 | val_loss: 0.0311964 | Time: 1970.65 ms [2022-04-12 22:16:45 main:574] : INFO : Epoch 1977 | loss: 0.0311639 | val_loss: 0.0312 | Time: 1957.58 ms [2022-04-12 22:16:47 main:574] : INFO : Epoch 1978 | loss: 0.0311662 | val_loss: 0.031199 | Time: 2007.22 ms [2022-04-12 22:16:49 main:574] : INFO : Epoch 1979 | loss: 0.0311648 | val_loss: 0.031195 | Time: 1989.88 ms [2022-04-12 22:16:51 main:574] : INFO : Epoch 1980 | loss: 0.0311648 | val_loss: 0.031198 | Time: 1967.41 ms [2022-04-12 22:16:53 main:574] : INFO : Epoch 1981 | loss: 0.0311655 | val_loss: 0.0311979 | Time: 1970.42 ms [2022-04-12 22:16:55 main:574] : INFO : Epoch 1982 | loss: 0.031163 | val_loss: 0.0311988 | Time: 1944.08 ms [2022-04-12 22:16:57 main:574] : INFO : Epoch 1983 | loss: 0.0311632 | val_loss: 0.0312009 | Time: 1949.13 ms [2022-04-12 22:16:59 main:574] : INFO : Epoch 1984 | loss: 0.0311625 | val_loss: 0.0311976 | Time: 1959.13 ms [2022-04-12 22:17:01 main:574] : INFO : Epoch 1985 | loss: 0.0311646 | val_loss: 0.0311999 | Time: 1989.05 ms [2022-04-12 22:17:03 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.0311971 | Time: 1986.7 ms [2022-04-12 22:17:05 main:574] : INFO : Epoch 1987 | loss: 0.0311627 | val_loss: 0.0311965 | Time: 1972.52 ms [2022-04-12 22:17:07 main:574] : INFO : Epoch 1988 | loss: 0.0311636 | val_loss: 0.0311996 | Time: 1977.92 ms [2022-04-12 22:17:09 main:574] : INFO : Epoch 1989 | loss: 0.0311629 | val_loss: 0.031201 | Time: 1965.42 ms [2022-04-12 22:17:11 main:574] : INFO : Epoch 1990 | loss: 0.0311614 | val_loss: 0.0311992 | Time: 1976.89 ms [2022-04-12 22:17:13 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0312005 | Time: 1934.33 ms [2022-04-12 22:17:15 main:574] : INFO : Epoch 1992 | loss: 0.0311611 | val_loss: 0.0312007 | Time: 2004.89 ms [2022-04-12 22:17:17 main:574] : INFO : Epoch 1993 | loss: 0.0311631 | val_loss: 0.0312001 | Time: 2000.53 ms [2022-04-12 22:17:18 main:574] : INFO : Epoch 1994 | loss: 0.0311616 | val_loss: 0.031198 | Time: 1952.88 ms [2022-04-12 22:17:20 main:574] : INFO : Epoch 1995 | loss: 0.0311618 | val_loss: 0.0311975 | Time: 1985.76 ms [2022-04-12 22:17:22 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311989 | Time: 1982.08 ms [2022-04-12 22:17:24 main:574] : INFO : Epoch 1997 | loss: 0.0311604 | val_loss: 0.0311974 | Time: 1969.04 ms [2022-04-12 22:17:26 main:574] : INFO : Epoch 1998 | loss: 0.0311612 | val_loss: 0.0311975 | Time: 1984.04 ms [2022-04-12 22:17:28 main:574] : INFO : Epoch 1999 | loss: 0.0311643 | val_loss: 0.0311991 | Time: 1978.96 ms [2022-04-12 22:17:30 main:574] : INFO : Epoch 2000 | loss: 0.0311625 | val_loss: 0.031199 | Time: 1960.81 ms [2022-04-12 22:17:32 main:574] : INFO : Epoch 2001 | loss: 0.0311613 | val_loss: 0.0312005 | Time: 1983.91 ms [2022-04-12 22:17:34 main:574] : INFO : Epoch 2002 | loss: 0.0311628 | val_loss: 0.0312009 | Time: 1958.96 ms [2022-04-12 22:17:36 main:574] : INFO : Epoch 2003 | loss: 0.031162 | val_loss: 0.0311997 | Time: 1998.25 ms [2022-04-12 22:17:38 main:574] : INFO : Epoch 2004 | loss: 0.0311613 | val_loss: 0.0311984 | Time: 1956.93 ms [2022-04-12 22:17:40 main:574] : INFO : Epoch 2005 | loss: 0.0311596 | val_loss: 0.0312013 | Time: 1984.05 ms [2022-04-12 22:17:42 main:574] : INFO : Epoch 2006 | loss: 0.0311624 | val_loss: 0.0311989 | Time: 1958.05 ms [2022-04-12 22:17:44 main:574] : INFO : Epoch 2007 | loss: 0.0311616 | val_loss: 0.0312022 | Time: 1960.45 ms [2022-04-12 22:17:46 main:574] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.0312029 | Time: 1957.39 ms [2022-04-12 22:17:48 main:574] : INFO : Epoch 2009 | loss: 0.0311619 | val_loss: 0.0312007 | Time: 1983.99 ms [2022-04-12 22:17:50 main:574] : INFO : Epoch 2010 | loss: 0.0311614 | val_loss: 0.031198 | Time: 1998.31 ms [2022-04-12 22:17:52 main:574] : INFO : Epoch 2011 | loss: 0.0311591 | val_loss: 0.0311968 | Time: 1964.17 ms [2022-04-12 22:17:54 main:574] : INFO : Epoch 2012 | loss: 0.031161 | val_loss: 0.0311992 | Time: 1993.89 ms [2022-04-12 22:17:56 main:574] : INFO : Epoch 2013 | loss: 0.0311635 | val_loss: 0.0311982 | Time: 1998.58 ms [2022-04-12 22:17:58 main:574] : INFO : Epoch 2014 | loss: 0.0311642 | val_loss: 0.0311937 | Time: 2001.52 ms [2022-04-12 22:18:00 main:574] : INFO : Epoch 2015 | loss: 0.0311663 | val_loss: 0.0311962 | Time: 2023.29 ms [2022-04-12 22:18:02 main:574] : INFO : Epoch 2016 | loss: 0.0311676 | val_loss: 0.0311945 | Time: 1959.36 ms [2022-04-12 22:18:04 main:574] : INFO : Epoch 2017 | loss: 0.0311662 | val_loss: 0.031202 | Time: 1961.27 ms [2022-04-12 22:18:06 main:574] : INFO : Epoch 2018 | loss: 0.0311644 | val_loss: 0.0311944 | Time: 1965.92 ms [2022-04-12 22:18:08 main:574] : INFO : Epoch 2019 | loss: 0.0311611 | val_loss: 0.0311958 | Time: 1975.15 ms [2022-04-12 22:18:10 main:574] : INFO : Epoch 2020 | loss: 0.0311621 | val_loss: 0.0311989 | Time: 1968.43 ms [2022-04-12 22:18:12 main:574] : INFO : Epoch 2021 | loss: 0.0311619 | val_loss: 0.0311991 | Time: 1998.67 ms [2022-04-12 22:18:14 main:574] : INFO : Epoch 2022 | loss: 0.0311686 | val_loss: 0.0312 | Time: 1962.48 ms [2022-04-12 22:18:16 main:574] : INFO : Epoch 2023 | loss: 0.0311635 | val_loss: 0.0311963 | Time: 1963.22 ms [2022-04-12 22:18:18 main:574] : INFO : Epoch 2024 | loss: 0.031161 | val_loss: 0.0311977 | Time: 1952.46 ms [2022-04-12 22:18:20 main:574] : INFO : Epoch 2025 | loss: 0.0311606 | val_loss: 0.0312013 | Time: 1946.85 ms [2022-04-12 22:18:22 main:574] : INFO : Epoch 2026 | loss: 0.0311585 | val_loss: 0.0311983 | Time: 1931.99 ms [2022-04-12 22:18:24 main:574] : INFO : Epoch 2027 | loss: 0.0311576 | val_loss: 0.0312031 | Time: 1972.59 ms [2022-04-12 22:18:26 main:574] : INFO : Epoch 2028 | loss: 0.0311632 | val_loss: 0.0312058 | Time: 1943.3 ms [2022-04-12 22:18:28 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311975 | Time: 1961.56 ms [2022-04-12 22:18:30 main:574] : INFO : Epoch 2030 | loss: 0.0311625 | val_loss: 0.0311983 | Time: 1971.67 ms [2022-04-12 22:18:32 main:574] : INFO : Epoch 2031 | loss: 0.0311605 | val_loss: 0.0311955 | Time: 1942.99 ms [2022-04-12 22:18:34 main:574] : INFO : Epoch 2032 | loss: 0.0311602 | val_loss: 0.0311989 | Time: 1936.55 ms [2022-04-12 22:18:36 main:574] : INFO : Epoch 2033 | loss: 0.0311584 | val_loss: 0.0311967 | Time: 1967.09 ms [2022-04-12 22:18:37 main:574] : INFO : Epoch 2034 | loss: 0.0311596 | val_loss: 0.0311973 | Time: 1944.67 ms [2022-04-12 22:18:39 main:574] : INFO : Epoch 2035 | loss: 0.0311577 | val_loss: 0.0311953 | Time: 1961.4 ms [2022-04-12 22:18:41 main:574] : INFO : Epoch 2036 | loss: 0.0311607 | val_loss: 0.0311958 | Time: 1967.87 ms [2022-04-12 22:18:43 main:574] : INFO : Epoch 2037 | loss: 0.0311598 | val_loss: 0.031198 | Time: 1967.24 ms [2022-04-12 22:18:45 main:574] : INFO : Epoch 2038 | loss: 0.031159 | val_loss: 0.0311967 | Time: 2003.63 ms [2022-04-12 22:18:47 main:574] : INFO : Epoch 2039 | loss: 0.03116 | val_loss: 0.0311966 | Time: 1958.78 ms [2022-04-12 22:18:49 main:574] : INFO : Epoch 2040 | loss: 0.0311611 | val_loss: 0.0311976 | Time: 1971.8 ms [2022-04-12 22:18:51 main:574] : INFO : Epoch 2041 | loss: 0.03116 | val_loss: 0.0312008 | Time: 1959.65 ms [2022-04-12 22:18:53 main:574] : INFO : Epoch 2042 | loss: 0.0311572 | val_loss: 0.031204 | Time: 1942.91 ms [2022-04-12 22:18:55 main:574] : INFO : Epoch 2043 | loss: 0.0311557 | val_loss: 0.0311969 | Time: 1972.51 ms [2022-04-12 22:18:57 main:574] : INFO : Epoch 2044 | loss: 0.0311558 | val_loss: 0.0311974 | Time: 1972.11 ms [2022-04-12 22:18:59 main:574] : INFO : Epoch 2045 | loss: 0.0311546 | val_loss: 0.0311965 | Time: 1970.79 ms [2022-04-12 22:19:01 main:574] : INFO : Epoch 2046 | loss: 0.031156 | val_loss: 0.031199 | Time: 1968.03 ms [2022-04-12 22:19:03 main:574] : INFO : Epoch 2047 | loss: 0.031161 | val_loss: 0.0312006 | Time: 1950.13 ms [2022-04-12 22:19:05 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.0311987 | Time: 1945.44 ms [2022-04-12 22:19:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311987 [2022-04-12 22:19:05 main:603] : INFO : Saving end state to config to file [2022-04-12 22:19:05 main:608] : INFO : Success, exiting.. 22:19:05 (17264): 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)