Task 8434183
| Name | ParityModified-1634616886-25754-2_0 |
| Workunit | 5939893 |
| Created | 26 Oct 2021, 23:01:41 UTC |
| Sent | 1 Nov 2021, 13:51:55 UTC |
| Report deadline | 8 Nov 2021, 13:51:55 UTC |
| Received | 2 Nov 2021, 5:08:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 43 sec |
| CPU time | 1 hours 5 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311853 | val_loss: 0.0311784 | Time: 1981.46 ms
[2021-11-01 23:51:26 main:581] : INFO : Epoch 1539 | loss: 0.0311904 | val_loss: 0.0311801 | Time: 1982.47 ms
[2021-11-01 23:51:28 main:581] : INFO : Epoch 1540 | loss: 0.0311843 | val_loss: 0.0311782 | Time: 1952.47 ms
[2021-11-01 23:51:30 main:581] : INFO : Epoch 1541 | loss: 0.0311814 | val_loss: 0.0311764 | Time: 1899.99 ms
[2021-11-01 23:51:32 main:581] : INFO : Epoch 1542 | loss: 0.0311804 | val_loss: 0.0311752 | Time: 1883.52 ms
[2021-11-01 23:51:34 main:581] : INFO : Epoch 1543 | loss: 0.0311801 | val_loss: 0.031175 | Time: 1881.43 ms
[2021-11-01 23:51:36 main:581] : INFO : Epoch 1544 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1873.9 ms
[2021-11-01 23:51:38 main:581] : INFO : Epoch 1545 | loss: 0.0311818 | val_loss: 0.0311752 | Time: 1890.76 ms
[2021-11-01 23:51:40 main:581] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311743 | Time: 1912.34 ms
[2021-11-01 23:51:42 main:581] : INFO : Epoch 1547 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 1875.73 ms
[2021-11-01 23:51:44 main:581] : INFO : Epoch 1548 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 1959.27 ms
[2021-11-01 23:51:46 main:581] : INFO : Epoch 1549 | loss: 0.0311774 | val_loss: 0.0311737 | Time: 1943.2 ms
[2021-11-01 23:51:48 main:581] : INFO : Epoch 1550 | loss: 0.0311774 | val_loss: 0.0311733 | Time: 1948.79 ms
[2021-11-01 23:51:49 main:581] : INFO : Epoch 1551 | loss: 0.0311785 | val_loss: 0.0311744 | Time: 1965.87 ms
[2021-11-01 23:51:51 main:581] : INFO : Epoch 1552 | loss: 0.0311766 | val_loss: 0.0311738 | Time: 1882.37 ms
[2021-11-01 23:51:53 main:581] : INFO : Epoch 1553 | loss: 0.0311757 | val_loss: 0.0311732 | Time: 1944.42 ms
[2021-11-01 23:51:55 main:581] : INFO : Epoch 1554 | loss: 0.0311764 | val_loss: 0.0311738 | Time: 1958.16 ms
[2021-11-01 23:51:57 main:581] : INFO : Epoch 1555 | loss: 0.0311772 | val_loss: 0.0311749 | Time: 1950.83 ms
[2021-11-01 23:51:59 main:581] : INFO : Epoch 1556 | loss: 0.0311808 | val_loss: 0.0312027 | Time: 1956.44 ms
[2021-11-01 23:52:01 main:581] : INFO : Epoch 1557 | loss: 0.0311789 | val_loss: 0.0311735 | Time: 1940.88 ms
[2021-11-01 23:52:03 main:581] : INFO : Epoch 1558 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 1923.35 ms
[2021-11-01 23:52:05 main:581] : INFO : Epoch 1559 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 1902.46 ms
[2021-11-01 23:52:07 main:581] : INFO : Epoch 1560 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1875.13 ms
[2021-11-01 23:52:09 main:581] : INFO : Epoch 1561 | loss: 0.031173 | val_loss: 0.0311735 | Time: 1884.94 ms
[2021-11-01 23:52:11 main:581] : INFO : Epoch 1562 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1922.48 ms
[2021-11-01 23:52:13 main:581] : INFO : Epoch 1563 | loss: 0.0311707 | val_loss: 0.0311713 | Time: 1974.73 ms
[2021-11-01 23:52:14 main:581] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 1890.82 ms
[2021-11-01 23:52:16 main:581] : INFO : Epoch 1565 | loss: 0.031173 | val_loss: 0.0311918 | Time: 1908.23 ms
[2021-11-01 23:52:18 main:581] : INFO : Epoch 1566 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1982.6 ms
[2021-11-01 23:52:20 main:581] : INFO : Epoch 1567 | loss: 0.0311671 | val_loss: 0.0311707 | Time: 1969.76 ms
[2021-11-01 23:52:22 main:581] : INFO : Epoch 1568 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 1968.5 ms
[2021-11-01 23:52:24 main:581] : INFO : Epoch 1569 | loss: 0.0311692 | val_loss: 0.0311684 | Time: 1899.39 ms
[2021-11-01 23:52:26 main:581] : INFO : Epoch 1570 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 1878.98 ms
[2021-11-01 23:52:28 main:581] : INFO : Epoch 1571 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 1876.99 ms
[2021-11-01 23:52:30 main:581] : INFO : Epoch 1572 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 1904.03 ms
[2021-11-01 23:52:32 main:581] : INFO : Epoch 1573 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 1968.64 ms
[2021-11-01 23:52:34 main:581] : INFO : Epoch 1574 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 1977.01 ms
[2021-11-01 23:52:36 main:581] : INFO : Epoch 1575 | loss: 0.03117 | val_loss: 0.0311833 | Time: 1982.84 ms
[2021-11-01 23:52:38 main:581] : INFO : Epoch 1576 | loss: 0.0311611 | val_loss: 0.0311623 | Time: 1980.44 ms
[2021-11-01 23:52:40 main:581] : INFO : Epoch 1577 | loss: 0.0311558 | val_loss: 0.0311612 | Time: 1969.72 ms
[2021-11-01 23:52:42 main:581] : INFO : Epoch 1578 | loss: 0.0311536 | val_loss: 0.0311618 | Time: 1954.28 ms
[2021-11-01 23:52:44 main:581] : INFO : Epoch 1579 | loss: 0.0311534 | val_loss: 0.0311615 | Time: 1882.95 ms
[2021-11-01 23:52:46 main:581] : INFO : Epoch 1580 | loss: 0.031153 | val_loss: 0.0311605 | Time: 1962.28 ms
[2021-11-01 23:52:48 main:581] : INFO : Epoch 1581 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 1987.01 ms
[2021-11-01 23:52:50 main:581] : INFO : Epoch 1582 | loss: 0.031155 | val_loss: 0.0311635 | Time: 1975 ms
[2021-11-01 23:52:52 main:581] : INFO : Epoch 1583 | loss: 0.0311513 | val_loss: 0.031157 | Time: 1990.36 ms
[2021-11-01 23:52:54 main:581] : INFO : Epoch 1584 | loss: 0.0311504 | val_loss: 0.0311594 | Time: 1982.24 ms
[2021-11-01 23:52:55 main:581] : INFO : Epoch 1585 | loss: 0.031151 | val_loss: 0.0311653 | Time: 1980.93 ms
[2021-11-01 23:52:57 main:581] : INFO : Epoch 1586 | loss: 0.0311537 | val_loss: 0.0311668 | Time: 1968.33 ms
[2021-11-01 23:52:59 main:581] : INFO : Epoch 1587 | loss: 0.0311528 | val_loss: 0.03116 | Time: 1968.57 ms
[2021-11-01 23:53:01 main:581] : INFO : Epoch 1588 | loss: 0.0311529 | val_loss: 0.0311595 | Time: 1923.17 ms
[2021-11-01 23:53:03 main:581] : INFO : Epoch 1589 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 1965.28 ms
[2021-11-01 23:53:05 main:581] : INFO : Epoch 1590 | loss: 0.0311489 | val_loss: 0.0311579 | Time: 1992.33 ms
[2021-11-01 23:53:07 main:581] : INFO : Epoch 1591 | loss: 0.0311497 | val_loss: 0.0311609 | Time: 1931.45 ms
[2021-11-01 23:53:09 main:581] : INFO : Epoch 1592 | loss: 0.0311488 | val_loss: 0.031156 | Time: 1878.09 ms
[2021-11-01 23:53:11 main:581] : INFO : Epoch 1593 | loss: 0.0311481 | val_loss: 0.0311589 | Time: 1924.5 ms
[2021-11-01 23:53:13 main:581] : INFO : Epoch 1594 | loss: 0.0311494 | val_loss: 0.0311564 | Time: 1965.11 ms
[2021-11-01 23:53:15 main:581] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.0311562 | Time: 1967.07 ms
[2021-11-01 23:53:17 main:581] : INFO : Epoch 1596 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 1952.67 ms
[2021-11-01 23:53:19 main:581] : INFO : Epoch 1597 | loss: 0.0311497 | val_loss: 0.0311594 | Time: 1973.33 ms
[2021-11-01 23:53:21 main:581] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 1963.88 ms
[2021-11-01 23:53:23 main:581] : INFO : Epoch 1599 | loss: 0.031152 | val_loss: 0.0311599 | Time: 1882.59 ms
[2021-11-01 23:53:25 main:581] : INFO : Epoch 1600 | loss: 0.0311483 | val_loss: 0.0311588 | Time: 1970.46 ms
[2021-11-01 23:53:27 main:581] : INFO : Epoch 1601 | loss: 0.0311497 | val_loss: 0.031158 | Time: 1966.18 ms
[2021-11-01 23:53:29 main:581] : INFO : Epoch 1602 | loss: 0.0311515 | val_loss: 0.0311587 | Time: 1966.21 ms
[2021-11-01 23:53:31 main:581] : INFO : Epoch 1603 | loss: 0.031149 | val_loss: 0.0311556 | Time: 1972.34 ms
[2021-11-01 23:53:33 main:581] : INFO : Epoch 1604 | loss: 0.0311459 | val_loss: 0.0311604 | Time: 1984.97 ms
[2021-11-01 23:53:35 main:581] : INFO : Epoch 1605 | loss: 0.0311493 | val_loss: 0.0311588 | Time: 1980.72 ms
[2021-11-01 23:53:37 main:581] : INFO : Epoch 1606 | loss: 0.0311458 | val_loss: 0.0311549 | Time: 1966.76 ms
[2021-11-01 23:53:39 main:581] : INFO : Epoch 1607 | loss: 0.0311461 | val_loss: 0.0311546 | Time: 1967.28 ms
[2021-11-01 23:53:40 main:581] : INFO : Epoch 1608 | loss: 0.0311447 | val_loss: 0.0311626 | Time: 1942.23 ms
[2021-11-01 23:53:42 main:581] : INFO : Epoch 1609 | loss: 0.0311481 | val_loss: 0.031161 | Time: 1884.92 ms
[2021-11-01 23:53:44 main:581] : INFO : Epoch 1610 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1887.51 ms
[2021-11-01 23:53:46 main:581] : INFO : Epoch 1611 | loss: 0.0311497 | val_loss: 0.0311564 | Time: 1935.03 ms
[2021-11-01 23:53:48 main:581] : INFO : Epoch 1612 | loss: 0.0311469 | val_loss: 0.0311541 | Time: 1991.44 ms
[2021-11-01 23:53:50 main:581] : INFO : Epoch 1613 | loss: 0.0311468 | val_loss: 0.0311519 | Time: 1981.2 ms
[2021-11-01 23:53:52 main:581] : INFO : Epoch 1614 | loss: 0.0311452 | val_loss: 0.0311617 | Time: 1986.35 ms
[2021-11-01 23:53:54 main:581] : INFO : Epoch 1615 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 1987.64 ms
[2021-11-01 23:53:56 main:581] : INFO : Epoch 1616 | loss: 0.0311449 | val_loss: 0.0311569 | Time: 1981.51 ms
[2021-11-01 23:53:58 main:581] : INFO : Epoch 1617 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1926.64 ms
[2021-11-01 23:54:00 main:581] : INFO : Epoch 1618 | loss: 0.0311426 | val_loss: 0.0311544 | Time: 1988.4 ms
[2021-11-01 23:54:02 main:581] : INFO : Epoch 1619 | loss: 0.0311436 | val_loss: 0.0311669 | Time: 1989.64 ms
[2021-11-01 23:54:04 main:581] : INFO : Epoch 1620 | loss: 0.031145 | val_loss: 0.0311568 | Time: 1984.93 ms
[2021-11-01 23:54:06 main:581] : INFO : Epoch 1621 | loss: 0.031142 | val_loss: 0.0311547 | Time: 2010.57 ms
[2021-11-01 23:54:08 main:581] : INFO : Epoch 1622 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 2057.94 ms
[2021-11-01 23:54:10 main:581] : INFO : Epoch 1623 | loss: 0.0311405 | val_loss: 0.0311545 | Time: 2031.35 ms
[2021-11-01 23:54:12 main:581] : INFO : Epoch 1624 | loss: 0.0311404 | val_loss: 0.0311552 | Time: 2039.47 ms
[2021-11-01 23:54:14 main:581] : INFO : Epoch 1625 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 1987.27 ms
[2021-11-01 23:54:16 main:581] : INFO : Epoch 1626 | loss: 0.0311412 | val_loss: 0.0311536 | Time: 2001.95 ms
[2021-11-01 23:54:18 main:581] : INFO : Epoch 1627 | loss: 0.0311437 | val_loss: 0.0311498 | Time: 1984.79 ms
[2021-11-01 23:54:20 main:581] : INFO : Epoch 1628 | loss: 0.0311398 | val_loss: 0.0311509 | Time: 1960.53 ms
[2021-11-01 23:54:22 main:581] : INFO : Epoch 1629 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 1902.15 ms
[2021-11-01 23:54:24 main:581] : INFO : Epoch 1630 | loss: 0.0311436 | val_loss: 0.0311516 | Time: 1967.42 ms
[2021-11-01 23:54:26 main:581] : INFO : Epoch 1631 | loss: 0.0311379 | val_loss: 0.0311535 | Time: 1972.86 ms
[2021-11-01 23:54:28 main:581] : INFO : Epoch 1632 | loss: 0.0311397 | val_loss: 0.0311625 | Time: 1977.46 ms
[2021-11-01 23:54:30 main:581] : INFO : Epoch 1633 | loss: 0.0311408 | val_loss: 0.0311513 | Time: 1962.1 ms
[2021-11-01 23:54:32 main:581] : INFO : Epoch 1634 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 1917.28 ms
[2021-11-01 23:54:34 main:581] : INFO : Epoch 1635 | loss: 0.0311374 | val_loss: 0.031152 | Time: 1920.13 ms
[2021-11-01 23:54:36 main:581] : INFO : Epoch 1636 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 1982.15 ms
[2021-11-01 23:54:38 main:581] : INFO : Epoch 1637 | loss: 0.031142 | val_loss: 0.0311619 | Time: 1972.01 ms
[2021-11-01 23:54:40 main:581] : INFO : Epoch 1638 | loss: 0.0311416 | val_loss: 0.0311518 | Time: 1883.77 ms
[2021-11-01 23:54:41 main:581] : INFO : Epoch 1639 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 1881.89 ms
[2021-11-01 23:54:43 main:581] : INFO : Epoch 1640 | loss: 0.0311373 | val_loss: 0.0311548 | Time: 1888.81 ms
[2021-11-01 23:54:45 main:581] : INFO : Epoch 1641 | loss: 0.0311424 | val_loss: 0.0311533 | Time: 1975.31 ms
[2021-11-01 23:54:47 main:581] : INFO : Epoch 1642 | loss: 0.0311363 | val_loss: 0.0311524 | Time: 1902.15 ms
[2021-11-01 23:54:49 main:581] : INFO : Epoch 1643 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 1918.85 ms
[2021-11-01 23:54:51 main:581] : INFO : Epoch 1644 | loss: 0.0311358 | val_loss: 0.0311527 | Time: 1946.86 ms
[2021-11-01 23:54:53 main:581] : INFO : Epoch 1645 | loss: 0.0311348 | val_loss: 0.031153 | Time: 1887.44 ms
[2021-11-01 23:54:55 main:581] : INFO : Epoch 1646 | loss: 0.0311403 | val_loss: 0.0311617 | Time: 1890.31 ms
[2021-11-01 23:54:57 main:581] : INFO : Epoch 1647 | loss: 0.0311382 | val_loss: 0.0311547 | Time: 1888.19 ms
[2021-11-01 23:54:59 main:581] : INFO : Epoch 1648 | loss: 0.0311386 | val_loss: 0.0311552 | Time: 1890.26 ms
[2021-11-01 23:55:00 main:581] : INFO : Epoch 1649 | loss: 0.0311373 | val_loss: 0.0311599 | Time: 1888.43 ms
[2021-11-01 23:55:02 main:581] : INFO : Epoch 1650 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 1887.02 ms
[2021-11-01 23:55:04 main:581] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.0311527 | Time: 1894.36 ms
[2021-11-01 23:55:06 main:581] : INFO : Epoch 1652 | loss: 0.0311386 | val_loss: 0.031157 | Time: 1967.97 ms
[2021-11-01 23:55:08 main:581] : INFO : Epoch 1653 | loss: 0.0311409 | val_loss: 0.0311535 | Time: 1952.71 ms
[2021-11-01 23:55:10 main:581] : INFO : Epoch 1654 | loss: 0.0311379 | val_loss: 0.0311494 | Time: 1954.85 ms
[2021-11-01 23:55:12 main:581] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311488 | Time: 1884.75 ms
[2021-11-01 23:55:14 main:581] : INFO : Epoch 1656 | loss: 0.0311385 | val_loss: 0.0311467 | Time: 1881.14 ms
[2021-11-01 23:55:16 main:581] : INFO : Epoch 1657 | loss: 0.0311393 | val_loss: 0.0311494 | Time: 1927.43 ms
[2021-11-01 23:55:18 main:581] : INFO : Epoch 1658 | loss: 0.0311382 | val_loss: 0.031154 | Time: 1986.77 ms
[2021-11-01 23:55:20 main:581] : INFO : Epoch 1659 | loss: 0.0311404 | val_loss: 0.0311569 | Time: 1982.85 ms
[2021-11-01 23:55:22 main:581] : INFO : Epoch 1660 | loss: 0.0311371 | val_loss: 0.0311468 | Time: 1980.71 ms
[2021-11-01 23:55:24 main:581] : INFO : Epoch 1661 | loss: 0.0311352 | val_loss: 0.031144 | Time: 1947.34 ms
[2021-11-01 23:55:26 main:581] : INFO : Epoch 1662 | loss: 0.0311399 | val_loss: 0.031153 | Time: 1979.36 ms
[2021-11-01 23:55:28 main:581] : INFO : Epoch 1663 | loss: 0.0311415 | val_loss: 0.0311471 | Time: 1957.99 ms
[2021-11-01 23:55:30 main:581] : INFO : Epoch 1664 | loss: 0.0311379 | val_loss: 0.0311436 | Time: 1889.83 ms
[2021-11-01 23:55:31 main:581] : INFO : Epoch 1665 | loss: 0.0311379 | val_loss: 0.0311456 | Time: 1880.51 ms
[2021-11-01 23:55:33 main:581] : INFO : Epoch 1666 | loss: 0.031138 | val_loss: 0.0311498 | Time: 1888.35 ms
[2021-11-01 23:55:35 main:581] : INFO : Epoch 1667 | loss: 0.031137 | val_loss: 0.0311478 | Time: 1887.03 ms
[2021-11-01 23:55:37 main:581] : INFO : Epoch 1668 | loss: 0.0311386 | val_loss: 0.0311537 | Time: 1884.69 ms
[2021-11-01 23:55:39 main:581] : INFO : Epoch 1669 | loss: 0.0311355 | val_loss: 0.0311445 | Time: 1896.74 ms
[2021-11-01 23:55:41 main:581] : INFO : Epoch 1670 | loss: 0.0311333 | val_loss: 0.0311472 | Time: 1976.8 ms
[2021-11-01 23:55:43 main:581] : INFO : Epoch 1671 | loss: 0.0311338 | val_loss: 0.0311465 | Time: 1983.28 ms
[2021-11-01 23:55:45 main:581] : INFO : Epoch 1672 | loss: 0.0311341 | val_loss: 0.0311459 | Time: 1984.11 ms
[2021-11-01 23:55:47 main:581] : INFO : Epoch 1673 | loss: 0.0311328 | val_loss: 0.0311442 | Time: 1893.42 ms
[2021-11-01 23:55:49 main:581] : INFO : Epoch 1674 | loss: 0.0311318 | val_loss: 0.0311458 | Time: 1882.72 ms
[2021-11-01 23:55:51 main:581] : INFO : Epoch 1675 | loss: 0.0311333 | val_loss: 0.0311459 | Time: 1886.68 ms
[2021-11-01 23:55:53 main:581] : INFO : Epoch 1676 | loss: 0.0311314 | val_loss: 0.0311457 | Time: 1899.46 ms
[2021-11-01 23:55:54 main:581] : INFO : Epoch 1677 | loss: 0.0311309 | val_loss: 0.0311479 | Time: 1877.69 ms
[2021-11-01 23:55:56 main:581] : INFO : Epoch 1678 | loss: 0.0311319 | val_loss: 0.0311521 | Time: 1879.59 ms
[2021-11-01 23:55:58 main:581] : INFO : Epoch 1679 | loss: 0.0311301 | val_loss: 0.0311499 | Time: 1879.64 ms
[2021-11-01 23:56:00 main:581] : INFO : Epoch 1680 | loss: 0.0311313 | val_loss: 0.0311468 | Time: 1909.77 ms
[2021-11-01 23:56:02 main:581] : INFO : Epoch 1681 | loss: 0.0311343 | val_loss: 0.0311443 | Time: 1931.25 ms
[2021-11-01 23:56:04 main:581] : INFO : Epoch 1682 | loss: 0.0311291 | val_loss: 0.0311493 | Time: 1885.46 ms
[2021-11-01 23:56:06 main:581] : INFO : Epoch 1683 | loss: 0.0311288 | val_loss: 0.0311453 | Time: 1905.76 ms
[2021-11-01 23:56:08 main:581] : INFO : Epoch 1684 | loss: 0.0311287 | val_loss: 0.0311485 | Time: 1982.17 ms
[2021-11-01 23:56:10 main:581] : INFO : Epoch 1685 | loss: 0.0311316 | val_loss: 0.031147 | Time: 1956.73 ms
[2021-11-01 23:56:12 main:581] : INFO : Epoch 1686 | loss: 0.0311326 | val_loss: 0.031149 | Time: 1879.89 ms
[2021-11-01 23:56:13 main:581] : INFO : Epoch 1687 | loss: 0.0311324 | val_loss: 0.0311589 | Time: 1878.54 ms
[2021-11-01 23:56:15 main:581] : INFO : Epoch 1688 | loss: 0.0311335 | val_loss: 0.0311472 | Time: 1879.69 ms
[2021-11-01 23:56:17 main:581] : INFO : Epoch 1689 | loss: 0.0311332 | val_loss: 0.0311532 | Time: 1906.26 ms
[2021-11-01 23:56:19 main:581] : INFO : Epoch 1690 | loss: 0.0311327 | val_loss: 0.0311522 | Time: 1899.78 ms
[2021-11-01 23:56:21 main:581] : INFO : Epoch 1691 | loss: 0.0311296 | val_loss: 0.0311499 | Time: 1873.75 ms
[2021-11-01 23:56:23 main:581] : INFO : Epoch 1692 | loss: 0.031128 | val_loss: 0.0311476 | Time: 1967.73 ms
[2021-11-01 23:56:25 main:581] : INFO : Epoch 1693 | loss: 0.0311264 | val_loss: 0.0311476 | Time: 1994.25 ms
[2021-11-01 23:56:27 main:581] : INFO : Epoch 1694 | loss: 0.031126 | val_loss: 0.0311514 | Time: 1914.51 ms
[2021-11-01 23:56:29 main:581] : INFO : Epoch 1695 | loss: 0.0311262 | val_loss: 0.0311485 | Time: 1878.85 ms
[2021-11-01 23:56:31 main:581] : INFO : Epoch 1696 | loss: 0.031125 | val_loss: 0.0311495 | Time: 1882.57 ms
[2021-11-01 23:56:33 main:581] : INFO : Epoch 1697 | loss: 0.0311246 | val_loss: 0.0311444 | Time: 1887.12 ms
[2021-11-01 23:56:34 main:581] : INFO : Epoch 1698 | loss: 0.0311248 | val_loss: 0.0311449 | Time: 1882.18 ms
[2021-11-01 23:56:36 main:581] : INFO : Epoch 1699 | loss: 0.0311255 | val_loss: 0.0311448 | Time: 1880.61 ms
[2021-11-01 23:56:38 main:581] : INFO : Epoch 1700 | loss: 0.0311232 | val_loss: 0.0311448 | Time: 1880.55 ms
[2021-11-01 23:56:40 main:581] : INFO : Epoch 1701 | loss: 0.0311226 | val_loss: 0.0311448 | Time: 1886.58 ms
[2021-11-01 23:56:42 main:581] : INFO : Epoch 1702 | loss: 0.0311217 | val_loss: 0.0311425 | Time: 1905.95 ms
[2021-11-01 23:56:44 main:581] : INFO : Epoch 1703 | loss: 0.0311247 | val_loss: 0.0311483 | Time: 1881.44 ms
[2021-11-01 23:56:46 main:581] : INFO : Epoch 1704 | loss: 0.0311308 | val_loss: 0.031148 | Time: 1879.19 ms
[2021-11-01 23:56:48 main:581] : INFO : Epoch 1705 | loss: 0.0311353 | val_loss: 0.0311624 | Time: 1909.27 ms
[2021-11-01 23:56:50 main:581] : INFO : Epoch 1706 | loss: 0.0311328 | val_loss: 0.0311525 | Time: 1970.94 ms
[2021-11-01 23:56:52 main:581] : INFO : Epoch 1707 | loss: 0.0311321 | val_loss: 0.0311512 | Time: 1974.42 ms
[2021-11-01 23:56:54 main:581] : INFO : Epoch 1708 | loss: 0.0311312 | val_loss: 0.0311501 | Time: 1878.96 ms
[2021-11-01 23:56:55 main:581] : INFO : Epoch 1709 | loss: 0.031143 | val_loss: 0.0311593 | Time: 1883.32 ms
[2021-11-01 23:56:57 main:581] : INFO : Epoch 1710 | loss: 0.031151 | val_loss: 0.0311685 | Time: 1883.9 ms
[2021-11-01 23:56:59 main:581] : INFO : Epoch 1711 | loss: 0.0311465 | val_loss: 0.0311517 | Time: 1881.75 ms
[2021-11-01 23:57:01 main:581] : INFO : Epoch 1712 | loss: 0.0311437 | val_loss: 0.0311533 | Time: 1886.34 ms
[2021-11-01 23:57:03 main:581] : INFO : Epoch 1713 | loss: 0.0311383 | val_loss: 0.0311573 | Time: 1960.98 ms
[2021-11-01 23:57:05 main:581] : INFO : Epoch 1714 | loss: 0.0311344 | val_loss: 0.0311503 | Time: 1964.31 ms
[2021-11-01 23:57:07 main:581] : INFO : Epoch 1715 | loss: 0.0311325 | val_loss: 0.0311519 | Time: 1951.44 ms
[2021-11-01 23:57:09 main:581] : INFO : Epoch 1716 | loss: 0.0311301 | val_loss: 0.0311483 | Time: 1941.7 ms
[2021-11-01 23:57:11 main:581] : INFO : Epoch 1717 | loss: 0.0311324 | val_loss: 0.0311488 | Time: 1965.78 ms
[2021-11-01 23:57:13 main:581] : INFO : Epoch 1718 | loss: 0.031134 | val_loss: 0.0311489 | Time: 1965.75 ms
[2021-11-01 23:57:15 main:581] : INFO : Epoch 1719 | loss: 0.0311307 | val_loss: 0.0311414 | Time: 1960.73 ms
[2021-11-01 23:57:17 main:581] : INFO : Epoch 1720 | loss: 0.0311336 | val_loss: 0.0311465 | Time: 1955.61 ms
[2021-11-01 23:57:19 main:581] : INFO : Epoch 1721 | loss: 0.0311298 | val_loss: 0.0311444 | Time: 1970.34 ms
[2021-11-01 23:57:21 main:581] : INFO : Epoch 1722 | loss: 0.0311299 | val_loss: 0.0311419 | Time: 1975.43 ms
[2021-11-01 23:57:23 main:581] : INFO : Epoch 1723 | loss: 0.0311311 | val_loss: 0.0311463 | Time: 1966.04 ms
[2021-11-01 23:57:25 main:581] : INFO : Epoch 1724 | loss: 0.0311298 | val_loss: 0.0311483 | Time: 1967.43 ms
[2021-11-01 23:57:27 main:581] : INFO : Epoch 1725 | loss: 0.031134 | val_loss: 0.0311453 | Time: 1966.89 ms
[2021-11-01 23:57:28 main:581] : INFO : Epoch 1726 | loss: 0.0311325 | val_loss: 0.0311452 | Time: 1925.87 ms
[2021-11-01 23:57:30 main:581] : INFO : Epoch 1727 | loss: 0.0311295 | val_loss: 0.0311436 | Time: 1883.04 ms
[2021-11-01 23:57:32 main:581] : INFO : Epoch 1728 | loss: 0.0311283 | val_loss: 0.0311473 | Time: 1884.36 ms
[2021-11-01 23:57:34 main:581] : INFO : Epoch 1729 | loss: 0.0311279 | val_loss: 0.0311498 | Time: 1885.31 ms
[2021-11-01 23:57:36 main:581] : INFO : Epoch 1730 | loss: 0.0311277 | val_loss: 0.0311559 | Time: 1882.45 ms
[2021-11-01 23:57:38 main:581] : INFO : Epoch 1731 | loss: 0.0311271 | val_loss: 0.0311456 | Time: 1911.3 ms
[2021-11-01 23:57:40 main:581] : INFO : Epoch 1732 | loss: 0.0311225 | val_loss: 0.0311453 | Time: 1935.44 ms
[2021-11-01 23:57:42 main:581] : INFO : Epoch 1733 | loss: 0.0311234 | val_loss: 0.0311441 | Time: 1951.95 ms
[2021-11-01 23:57:44 main:581] : INFO : Epoch 1734 | loss: 0.0311232 | val_loss: 0.0311535 | Time: 1991.38 ms
[2021-11-01 23:57:46 main:581] : INFO : Epoch 1735 | loss: 0.0311228 | val_loss: 0.031139 | Time: 1968.84 ms
[2021-11-01 23:57:48 main:581] : INFO : Epoch 1736 | loss: 0.031123 | val_loss: 0.0311412 | Time: 1917.27 ms
[2021-11-01 23:57:50 main:581] : INFO : Epoch 1737 | loss: 0.0311194 | val_loss: 0.0311418 | Time: 1887.98 ms
[2021-11-01 23:57:51 main:581] : INFO : Epoch 1738 | loss: 0.0311196 | val_loss: 0.0311418 | Time: 1887.83 ms
[2021-11-01 23:57:53 main:581] : INFO : Epoch 1739 | loss: 0.0311179 | val_loss: 0.031142 | Time: 1888.1 ms
[2021-11-01 23:57:55 main:581] : INFO : Epoch 1740 | loss: 0.0311199 | val_loss: 0.0311403 | Time: 1975.6 ms
[2021-11-01 23:57:57 main:581] : INFO : Epoch 1741 | loss: 0.0311196 | val_loss: 0.0311412 | Time: 1985.85 ms
[2021-11-01 23:57:59 main:581] : INFO : Epoch 1742 | loss: 0.0311195 | val_loss: 0.0311489 | Time: 1972.93 ms
[2021-11-01 23:58:01 main:581] : INFO : Epoch 1743 | loss: 0.0311259 | val_loss: 0.0311452 | Time: 1901.83 ms
[2021-11-01 23:58:03 main:581] : INFO : Epoch 1744 | loss: 0.0311258 | val_loss: 0.0311413 | Time: 1883.58 ms
[2021-11-01 23:58:05 main:581] : INFO : Epoch 1745 | loss: 0.0311189 | val_loss: 0.0311396 | Time: 1939.37 ms
[2021-11-01 23:58:07 main:581] : INFO : Epoch 1746 | loss: 0.0311203 | val_loss: 0.0311458 | Time: 1933.48 ms
[2021-11-01 23:58:09 main:581] : INFO : Epoch 1747 | loss: 0.0311247 | val_loss: 0.0311426 | Time: 1871.7 ms
[2021-11-01 23:58:11 main:581] : INFO : Epoch 1748 | loss: 0.0311206 | val_loss: 0.0311477 | Time: 1941.23 ms
[2021-11-01 23:58:13 main:581] : INFO : Epoch 1749 | loss: 0.0311201 | val_loss: 0.0311414 | Time: 1966.95 ms
[2021-11-01 23:58:15 main:581] : INFO : Epoch 1750 | loss: 0.0311189 | val_loss: 0.0311425 | Time: 1940.98 ms
[2021-11-01 23:58:17 main:581] : INFO : Epoch 1751 | loss: 0.0311229 | val_loss: 0.0311445 | Time: 1911.43 ms
[2021-11-01 23:58:19 main:581] : INFO : Epoch 1752 | loss: 0.0311237 | val_loss: 0.0311407 | Time: 1980.37 ms
[2021-11-01 23:58:21 main:581] : INFO : Epoch 1753 | loss: 0.0311236 | val_loss: 0.0311403 | Time: 1983.53 ms
[2021-11-01 23:58:23 main:581] : INFO : Epoch 1754 | loss: 0.0311201 | val_loss: 0.031143 | Time: 1965.31 ms
[2021-11-01 23:58:24 main:581] : INFO : Epoch 1755 | loss: 0.0311167 | val_loss: 0.0311424 | Time: 1959.78 ms
[2021-11-01 23:58:26 main:581] : INFO : Epoch 1756 | loss: 0.0311192 | val_loss: 0.0311415 | Time: 1972.63 ms
[2021-11-01 23:58:28 main:581] : INFO : Epoch 1757 | loss: 0.0311173 | val_loss: 0.0311403 | Time: 1999.92 ms
[2021-11-01 23:58:30 main:581] : INFO : Epoch 1758 | loss: 0.031116 | val_loss: 0.031142 | Time: 1923.4 ms
[2021-11-01 23:58:32 main:581] : INFO : Epoch 1759 | loss: 0.031116 | val_loss: 0.0311386 | Time: 1874.65 ms
[2021-11-01 23:58:34 main:581] : INFO : Epoch 1760 | loss: 0.0311145 | val_loss: 0.0311373 | Time: 1877.33 ms
[2021-11-01 23:58:36 main:581] : INFO : Epoch 1761 | loss: 0.0311144 | val_loss: 0.0311378 | Time: 1902.51 ms
[2021-11-01 23:58:38 main:581] : INFO : Epoch 1762 | loss: 0.0311186 | val_loss: 0.031151 | Time: 1957.4 ms
[2021-11-01 23:58:40 main:581] : INFO : Epoch 1763 | loss: 0.0311196 | val_loss: 0.0311431 | Time: 1874.77 ms
[2021-11-01 23:58:42 main:581] : INFO : Epoch 1764 | loss: 0.0311197 | val_loss: 0.0311411 | Time: 1874.61 ms
[2021-11-01 23:58:44 main:581] : INFO : Epoch 1765 | loss: 0.031118 | val_loss: 0.0311387 | Time: 1877.05 ms
[2021-11-01 23:58:45 main:581] : INFO : Epoch 1766 | loss: 0.0311156 | val_loss: 0.0311438 | Time: 1876.96 ms
[2021-11-01 23:58:47 main:581] : INFO : Epoch 1767 | loss: 0.0311156 | val_loss: 0.0311373 | Time: 1874.4 ms
[2021-11-01 23:58:49 main:581] : INFO : Epoch 1768 | loss: 0.0311153 | val_loss: 0.0311401 | Time: 1885.12 ms
[2021-11-01 23:58:51 main:581] : INFO : Epoch 1769 | loss: 0.03112 | val_loss: 0.0311422 | Time: 1926.25 ms
[2021-11-01 23:58:53 main:581] : INFO : Epoch 1770 | loss: 0.0311188 | val_loss: 0.0311443 | Time: 1895.05 ms
[2021-11-01 23:58:55 main:581] : INFO : Epoch 1771 | loss: 0.0311226 | val_loss: 0.0311422 | Time: 1878.33 ms
[2021-11-01 23:58:57 main:581] : INFO : Epoch 1772 | loss: 0.0311178 | val_loss: 0.0311424 | Time: 1876.35 ms
[2021-11-01 23:58:59 main:581] : INFO : Epoch 1773 | loss: 0.0311185 | val_loss: 0.0311531 | Time: 1874.14 ms
[2021-11-01 23:59:01 main:581] : INFO : Epoch 1774 | loss: 0.0311222 | val_loss: 0.0311468 | Time: 1876.53 ms
[2021-11-01 23:59:02 main:581] : INFO : Epoch 1775 | loss: 0.0311204 | val_loss: 0.0311448 | Time: 1870 ms
[2021-11-01 23:59:04 main:581] : INFO : Epoch 1776 | loss: 0.0311161 | val_loss: 0.0311411 | Time: 1871.64 ms
[2021-11-01 23:59:06 main:581] : INFO : Epoch 1777 | loss: 0.0311158 | val_loss: 0.0311366 | Time: 1885.96 ms
[2021-11-01 23:59:08 main:581] : INFO : Epoch 1778 | loss: 0.0311151 | val_loss: 0.0311438 | Time: 1890.02 ms
[2021-11-01 23:59:10 main:581] : INFO : Epoch 1779 | loss: 0.0311191 | val_loss: 0.0311375 | Time: 1910.26 ms
[2021-11-01 23:59:12 main:581] : INFO : Epoch 1780 | loss: 0.0311138 | val_loss: 0.0311396 | Time: 1888.08 ms
[2021-11-01 23:59:14 main:581] : INFO : Epoch 1781 | loss: 0.0311156 | val_loss: 0.0311501 | Time: 1916.63 ms
[2021-11-01 23:59:16 main:581] : INFO : Epoch 1782 | loss: 0.0311189 | val_loss: 0.0311412 | Time: 1958.59 ms
[2021-11-01 23:59:18 main:581] : INFO : Epoch 1783 | loss: 0.0311185 | val_loss: 0.0311474 | Time: 1910.31 ms
[2021-11-01 23:59:20 main:581] : INFO : Epoch 1784 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 1876.73 ms
[2021-11-01 23:59:21 main:581] : INFO : Epoch 1785 | loss: 0.0311264 | val_loss: 0.031147 | Time: 1925.64 ms
[2021-11-01 23:59:23 main:581] : INFO : Epoch 1786 | loss: 0.0311208 | val_loss: 0.031141 | Time: 1979.44 ms
[2021-11-01 23:59:25 main:581] : INFO : Epoch 1787 | loss: 0.0311229 | val_loss: 0.0311421 | Time: 1893.65 ms
[2021-11-01 23:59:27 main:581] : INFO : Epoch 1788 | loss: 0.0311195 | val_loss: 0.0311396 | Time: 1882.72 ms
[2021-11-01 23:59:29 main:581] : INFO : Epoch 1789 | loss: 0.0311155 | val_loss: 0.0311423 | Time: 1899.12 ms
[2021-11-01 23:59:31 main:581] : INFO : Epoch 1790 | loss: 0.0311128 | val_loss: 0.031139 | Time: 1882.42 ms
[2021-11-01 23:59:33 main:581] : INFO : Epoch 1791 | loss: 0.0311119 | val_loss: 0.0311415 | Time: 1880.61 ms
[2021-11-01 23:59:35 main:581] : INFO : Epoch 1792 | loss: 0.0311117 | val_loss: 0.0311455 | Time: 1874.54 ms
[2021-11-01 23:59:37 main:581] : INFO : Epoch 1793 | loss: 0.031115 | val_loss: 0.0311429 | Time: 1897.52 ms
[2021-11-01 23:59:39 main:581] : INFO : Epoch 1794 | loss: 0.0311197 | val_loss: 0.0311595 | Time: 1963.71 ms
[2021-11-01 23:59:41 main:581] : INFO : Epoch 1795 | loss: 0.031117 | val_loss: 0.0311489 | Time: 1964.4 ms
[2021-11-01 23:59:42 main:581] : INFO : Epoch 1796 | loss: 0.031114 | val_loss: 0.0311408 | Time: 1892.27 ms
[2021-11-01 23:59:44 main:581] : INFO : Epoch 1797 | loss: 0.0311137 | val_loss: 0.0311443 | Time: 1886.77 ms
[2021-11-01 23:59:46 main:581] : INFO : Epoch 1798 | loss: 0.0311126 | val_loss: 0.031141 | Time: 1881.46 ms
[2021-11-01 23:59:48 main:581] : INFO : Epoch 1799 | loss: 0.0311106 | val_loss: 0.0311403 | Time: 1915.11 ms
[2021-11-01 23:59:50 main:581] : INFO : Epoch 1800 | loss: 0.0311086 | val_loss: 0.0311456 | Time: 1965.14 ms
[2021-11-01 23:59:52 main:581] : INFO : Epoch 1801 | loss: 0.0311126 | val_loss: 0.0311434 | Time: 1961.13 ms
[2021-11-01 23:59:54 main:581] : INFO : Epoch 1802 | loss: 0.0311174 | val_loss: 0.0311456 | Time: 1921.36 ms
[2021-11-01 23:59:56 main:581] : INFO : Epoch 1803 | loss: 0.0311167 | val_loss: 0.0311394 | Time: 1968.32 ms
[2021-11-01 23:59:58 main:581] : INFO : Epoch 1804 | loss: 0.0311174 | val_loss: 0.0311415 | Time: 1909.58 ms
[2021-11-02 00:00:00 main:581] : INFO : Epoch 1805 | loss: 0.0311139 | val_loss: 0.0311397 | Time: 1872.39 ms
[2021-11-02 00:00:02 main:581] : INFO : Epoch 1806 | loss: 0.0311122 | val_loss: 0.0311411 | Time: 1929.67 ms
[2021-11-02 00:00:04 main:581] : INFO : Epoch 1807 | loss: 0.031115 | val_loss: 0.0311435 | Time: 1909.25 ms
[2021-11-02 00:00:06 main:581] : INFO : Epoch 1808 | loss: 0.0311135 | val_loss: 0.0311432 | Time: 1881.44 ms
[2021-11-02 00:00:07 main:581] : INFO : Epoch 1809 | loss: 0.0311124 | val_loss: 0.0311447 | Time: 1876.52 ms
[2021-11-02 00:00:09 main:581] : INFO : Epoch 1810 | loss: 0.0311141 | val_loss: 0.0311374 | Time: 1875.74 ms
[2021-11-02 00:00:11 main:581] : INFO : Epoch 1811 | loss: 0.0311117 | val_loss: 0.0311401 | Time: 1877.18 ms
[2021-11-02 00:00:13 main:581] : INFO : Epoch 1812 | loss: 0.0311123 | val_loss: 0.0311395 | Time: 1885.64 ms
[2021-11-02 00:00:15 main:581] : INFO : Epoch 1813 | loss: 0.0311143 | val_loss: 0.0311379 | Time: 1968.2 ms
[2021-11-02 00:00:17 main:581] : INFO : Epoch 1814 | loss: 0.0311221 | val_loss: 0.03114 | Time: 1996.82 ms
[2021-11-02 00:00:19 main:581] : INFO : Epoch 1815 | loss: 0.0311221 | val_loss: 0.0311435 | Time: 1972.22 ms
[2021-11-02 00:00:21 main:581] : INFO : Epoch 1816 | loss: 0.0311269 | val_loss: 0.0311527 | Time: 1945.4 ms
[2021-11-02 00:00:23 main:581] : INFO : Epoch 1817 | loss: 0.0311278 | val_loss: 0.0311444 | Time: 1957.69 ms
[2021-11-02 00:00:25 main:581] : INFO : Epoch 1818 | loss: 0.0311218 | val_loss: 0.0311475 | Time: 1962.3 ms
[2021-11-02 00:00:27 main:581] : INFO : Epoch 1819 | loss: 0.0311227 | val_loss: 0.0311488 | Time: 1971.27 ms
[2021-11-02 00:00:29 main:581] : INFO : Epoch 1820 | loss: 0.0311244 | val_loss: 0.0311476 | Time: 1965.85 ms
[2021-11-02 00:00:31 main:581] : INFO : Epoch 1821 | loss: 0.0311252 | val_loss: 0.0311402 | Time: 1962.11 ms
[2021-11-02 00:00:33 main:581] : INFO : Epoch 1822 | loss: 0.0311179 | val_loss: 0.0311453 | Time: 1964.24 ms
[2021-11-02 00:00:35 main:581] : INFO : Epoch 1823 | loss: 0.0311177 | val_loss: 0.0311382 | Time: 1965.56 ms
[2021-11-02 00:00:37 main:581] : INFO : Epoch 1824 | loss: 0.0311157 | val_loss: 0.0311548 | Time: 1956.29 ms
[2021-11-02 00:00:39 main:581] : INFO : Epoch 1825 | loss: 0.0311207 | val_loss: 0.0311473 | Time: 1966.95 ms
[2021-11-02 00:00:40 main:581] : INFO : Epoch 1826 | loss: 0.0311169 | val_loss: 0.0311375 | Time: 1923.06 ms
[2021-11-02 00:00:42 main:581] : INFO : Epoch 1827 | loss: 0.0311154 | val_loss: 0.0311437 | Time: 1963.86 ms
[2021-11-02 00:00:44 main:581] : INFO : Epoch 1828 | loss: 0.0311175 | val_loss: 0.0311506 | Time: 1954.82 ms
[2021-11-02 00:00:46 main:581] : INFO : Epoch 1829 | loss: 0.0311165 | val_loss: 0.0311421 | Time: 1959.49 ms
[2021-11-02 00:00:48 main:581] : INFO : Epoch 1830 | loss: 0.0311156 | val_loss: 0.031146 | Time: 1969.84 ms
[2021-11-02 00:00:50 main:581] : INFO : Epoch 1831 | loss: 0.0311157 | val_loss: 0.031138 | Time: 1973.7 ms
[2021-11-02 00:00:52 main:581] : INFO : Epoch 1832 | loss: 0.0311125 | val_loss: 0.0311395 | Time: 1972.48 ms
[2021-11-02 00:00:54 main:581] : INFO : Epoch 1833 | loss: 0.0311106 | val_loss: 0.0311381 | Time: 1963.44 ms
[2021-11-02 00:00:56 main:581] : INFO : Epoch 1834 | loss: 0.031111 | val_loss: 0.0311436 | Time: 1979.67 ms
[2021-11-02 00:00:58 main:581] : INFO : Epoch 1835 | loss: 0.0311111 | val_loss: 0.0311381 | Time: 1891.78 ms
[2021-11-02 00:01:00 main:581] : INFO : Epoch 1836 | loss: 0.03111 | val_loss: 0.0311397 | Time: 1880 ms
[2021-11-02 00:01:02 main:581] : INFO : Epoch 1837 | loss: 0.0311102 | val_loss: 0.0311418 | Time: 1883.41 ms
[2021-11-02 00:01:04 main:581] : INFO : Epoch 1838 | loss: 0.0311125 | val_loss: 0.0311392 | Time: 1881.33 ms
[2021-11-02 00:01:06 main:581] : INFO : Epoch 1839 | loss: 0.0311156 | val_loss: 0.0311352 | Time: 1881.39 ms
[2021-11-02 00:01:08 main:581] : INFO : Epoch 1840 | loss: 0.0311191 | val_loss: 0.0311385 | Time: 1911.45 ms
[2021-11-02 00:01:09 main:581] : INFO : Epoch 1841 | loss: 0.0311132 | val_loss: 0.0311383 | Time: 1885.78 ms
[2021-11-02 00:01:11 main:581] : INFO : Epoch 1842 | loss: 0.031111 | val_loss: 0.0311339 | Time: 1879.11 ms
[2021-11-02 00:01:13 main:581] : INFO : Epoch 1843 | loss: 0.0311146 | val_loss: 0.0311372 | Time: 1878.47 ms
[2021-11-02 00:01:15 main:581] : INFO : Epoch 1844 | loss: 0.0311109 | val_loss: 0.0311331 | Time: 1937.1 ms
[2021-11-02 00:01:17 main:581] : INFO : Epoch 1845 | loss: 0.031109 | val_loss: 0.0311389 | Time: 1976.56 ms
[2021-11-02 00:01:19 main:581] : INFO : Epoch 1846 | loss: 0.0311096 | val_loss: 0.0311349 | Time: 1975.97 ms
[2021-11-02 00:01:21 main:581] : INFO : Epoch 1847 | loss: 0.0311119 | val_loss: 0.0311375 | Time: 1978.26 ms
[2021-11-02 00:01:23 main:581] : INFO : Epoch 1848 | loss: 0.0311103 | val_loss: 0.031132 | Time: 1977.16 ms
[2021-11-02 00:01:25 main:581] : INFO : Epoch 1849 | loss: 0.0311088 | val_loss: 0.0311409 | Time: 1971.54 ms
[2021-11-02 00:01:27 main:581] : INFO : Epoch 1850 | loss: 0.0311062 | val_loss: 0.0311352 | Time: 1969.2 ms
[2021-11-02 00:01:29 main:581] : INFO : Epoch 1851 | loss: 0.031109 | val_loss: 0.031149 | Time: 1929.46 ms
[2021-11-02 00:01:31 main:581] : INFO : Epoch 1852 | loss: 0.0311083 | val_loss: 0.0311386 | Time: 1971.53 ms
[2021-11-02 00:01:33 main:581] : INFO : Epoch 1853 | loss: 0.0311176 | val_loss: 0.0311345 | Time: 1973.28 ms
[2021-11-02 00:01:35 main:581] : INFO : Epoch 1854 | loss: 0.0311138 | val_loss: 0.0311387 | Time: 1986.89 ms
[2021-11-02 00:01:37 main:581] : INFO : Epoch 1855 | loss: 0.0311165 | val_loss: 0.0311349 | Time: 1984.02 ms
[2021-11-02 00:01:39 main:581] : INFO : Epoch 1856 | loss: 0.0311115 | val_loss: 0.0311356 | Time: 1902.14 ms
[2021-11-02 00:01:41 main:581] : INFO : Epoch 1857 | loss: 0.0311084 | val_loss: 0.0311417 | Time: 1887.7 ms
[2021-11-02 00:01:43 main:581] : INFO : Epoch 1858 | loss: 0.0311117 | val_loss: 0.0311389 | Time: 1968.92 ms
[2021-11-02 00:01:44 main:581] : INFO : Epoch 1859 | loss: 0.0311065 | val_loss: 0.0311376 | Time: 1883.73 ms
[2021-11-02 00:01:46 main:581] : INFO : Epoch 1860 | loss: 0.0311053 | val_loss: 0.0311365 | Time: 1881.74 ms
[2021-11-02 00:01:48 main:581] : INFO : Epoch 1861 | loss: 0.031105 | val_loss: 0.0311373 | Time: 1887.76 ms
[2021-11-02 00:01:50 main:581] : INFO : Epoch 1862 | loss: 0.0311158 | val_loss: 0.0311485 | Time: 1955.35 ms
[2021-11-02 00:01:52 main:581] : INFO : Epoch 1863 | loss: 0.0311127 | val_loss: 0.031145 | Time: 1991.06 ms
[2021-11-02 00:01:54 main:581] : INFO : Epoch 1864 | loss: 0.0311079 | val_loss: 0.0311344 | Time: 1987.66 ms
[2021-11-02 00:01:56 main:581] : INFO : Epoch 1865 | loss: 0.0311068 | val_loss: 0.0311414 | Time: 1985.34 ms
[2021-11-02 00:01:58 main:581] : INFO : Epoch 1866 | loss: 0.031107 | val_loss: 0.0311362 | Time: 1912.22 ms
[2021-11-02 00:02:00 main:581] : INFO : Epoch 1867 | loss: 0.0311059 | val_loss: 0.031138 | Time: 1885.09 ms
[2021-11-02 00:02:02 main:581] : INFO : Epoch 1868 | loss: 0.0311097 | val_loss: 0.0311421 | Time: 1981.79 ms
[2021-11-02 00:02:04 main:581] : INFO : Epoch 1869 | loss: 0.0311109 | val_loss: 0.0311383 | Time: 1989.44 ms
[2021-11-02 00:02:06 main:581] : INFO : Epoch 1870 | loss: 0.0311063 | val_loss: 0.0311403 | Time: 1984.82 ms
[2021-11-02 00:02:08 main:581] : INFO : Epoch 1871 | loss: 0.0311054 | val_loss: 0.0311336 | Time: 1993.94 ms
[2021-11-02 00:02:10 main:581] : INFO : Epoch 1872 | loss: 0.0311081 | val_loss: 0.0311374 | Time: 1986.84 ms
[2021-11-02 00:02:12 main:581] : INFO : Epoch 1873 | loss: 0.0311061 | val_loss: 0.0311354 | Time: 1976.53 ms
[2021-11-02 00:02:14 main:581] : INFO : Epoch 1874 | loss: 0.031107 | val_loss: 0.0311348 | Time: 1908.53 ms
[2021-11-02 00:02:16 main:581] : INFO : Epoch 1875 | loss: 0.031104 | val_loss: 0.0311334 | Time: 1981.21 ms
[2021-11-02 00:02:18 main:581] : INFO : Epoch 1876 | loss: 0.0311015 | val_loss: 0.0311366 | Time: 1980.86 ms
[2021-11-02 00:02:20 main:581] : INFO : Epoch 1877 | loss: 0.0311022 | val_loss: 0.0311404 | Time: 1983.94 ms
[2021-11-02 00:02:22 main:581] : INFO : Epoch 1878 | loss: 0.031106 | val_loss: 0.0311442 | Time: 1981.87 ms
[2021-11-02 00:02:24 main:581] : INFO : Epoch 1879 | loss: 0.0311063 | val_loss: 0.0311369 | Time: 1979.12 ms
[2021-11-02 00:02:26 main:581] : INFO : Epoch 1880 | loss: 0.0311017 | val_loss: 0.0311371 | Time: 1984.48 ms
[2021-11-02 00:02:28 main:581] : INFO : Epoch 1881 | loss: 0.0311015 | val_loss: 0.0311401 | Time: 1973.89 ms
[2021-11-02 00:02:30 main:581] : INFO : Epoch 1882 | loss: 0.0311033 | val_loss: 0.0311406 | Time: 1988.62 ms
[2021-11-02 00:02:32 main:581] : INFO : Epoch 1883 | loss: 0.031101 | val_loss: 0.031137 | Time: 1938.93 ms
[2021-11-02 00:02:33 main:581] : INFO : Epoch 1884 | loss: 0.0310998 | val_loss: 0.0311407 | Time: 1892.02 ms
[2021-11-02 00:02:35 main:581] : INFO : Epoch 1885 | loss: 0.031102 | val_loss: 0.0311464 | Time: 1883.4 ms
[2021-11-02 00:02:37 main:581] : INFO : Epoch 1886 | loss: 0.0311049 | val_loss: 0.0311387 | Time: 1884.35 ms
[2021-11-02 00:02:39 main:581] : INFO : Epoch 1887 | loss: 0.0311017 | val_loss: 0.0311389 | Time: 1887.78 ms
[2021-11-02 00:02:41 main:581] : INFO : Epoch 1888 | loss: 0.0311102 | val_loss: 0.0311423 | Time: 1893.06 ms
[2021-11-02 00:02:43 main:581] : INFO : Epoch 1889 | loss: 0.0311053 | val_loss: 0.0311464 | Time: 1971.42 ms
[2021-11-02 00:02:45 main:581] : INFO : Epoch 1890 | loss: 0.0311049 | val_loss: 0.0311418 | Time: 1980.64 ms
[2021-11-02 00:02:47 main:581] : INFO : Epoch 1891 | loss: 0.031106 | val_loss: 0.0311386 | Time: 1879.62 ms
[2021-11-02 00:02:49 main:581] : INFO : Epoch 1892 | loss: 0.0311081 | val_loss: 0.03114 | Time: 1882.9 ms
[2021-11-02 00:02:51 main:581] : INFO : Epoch 1893 | loss: 0.0311177 | val_loss: 0.0311369 | Time: 1880.56 ms
[2021-11-02 00:02:53 main:581] : INFO : Epoch 1894 | loss: 0.0311101 | val_loss: 0.0311391 | Time: 1872.93 ms
[2021-11-02 00:02:54 main:581] : INFO : Epoch 1895 | loss: 0.0311043 | val_loss: 0.0311385 | Time: 1872.8 ms
[2021-11-02 00:02:56 main:581] : INFO : Epoch 1896 | loss: 0.0311074 | val_loss: 0.0311391 | Time: 1872.13 ms
[2021-11-02 00:02:58 main:581] : INFO : Epoch 1897 | loss: 0.031107 | val_loss: 0.0311418 | Time: 1870.01 ms
[2021-11-02 00:03:00 main:581] : INFO : Epoch 1898 | loss: 0.0311101 | val_loss: 0.0311434 | Time: 1881.4 ms
[2021-11-02 00:03:02 main:581] : INFO : Epoch 1899 | loss: 0.0311092 | val_loss: 0.0311469 | Time: 1886.38 ms
[2021-11-02 00:03:04 main:581] : INFO : Epoch 1900 | loss: 0.0311073 | val_loss: 0.031137 | Time: 1908.75 ms
[2021-11-02 00:03:06 main:581] : INFO : Epoch 1901 | loss: 0.0311041 | val_loss: 0.0311419 | Time: 1883.8 ms
[2021-11-02 00:03:08 main:581] : INFO : Epoch 1902 | loss: 0.0311063 | val_loss: 0.0311431 | Time: 1886.27 ms
[2021-11-02 00:03:09 main:581] : INFO : Epoch 1903 | loss: 0.0311012 | val_loss: 0.0311421 | Time: 1885.08 ms
[2021-11-02 00:03:11 main:581] : INFO : Epoch 1904 | loss: 0.0311069 | val_loss: 0.0311414 | Time: 1889.09 ms
[2021-11-02 00:03:13 main:581] : INFO : Epoch 1905 | loss: 0.0311086 | val_loss: 0.0311355 | Time: 1960.23 ms
[2021-11-02 00:03:15 main:581] : INFO : Epoch 1906 | loss: 0.0311066 | val_loss: 0.0311354 | Time: 1902.26 ms
[2021-11-02 00:03:17 main:581] : INFO : Epoch 1907 | loss: 0.0311071 | val_loss: 0.0311403 | Time: 1903.03 ms
[2021-11-02 00:03:19 main:581] : INFO : Epoch 1908 | loss: 0.0311108 | val_loss: 0.0311374 | Time: 1907.45 ms
[2021-11-02 00:03:21 main:581] : INFO : Epoch 1909 | loss: 0.0311056 | val_loss: 0.0311383 | Time: 1932.62 ms
[2021-11-02 00:03:23 main:581] : INFO : Epoch 1910 | loss: 0.0311079 | val_loss: 0.0311382 | Time: 1907.49 ms
[2021-11-02 00:03:25 main:581] : INFO : Epoch 1911 | loss: 0.031102 | val_loss: 0.0311344 | Time: 1936.44 ms
[2021-11-02 00:03:27 main:581] : INFO : Epoch 1912 | loss: 0.0311032 | val_loss: 0.0311382 | Time: 1982.4 ms
[2021-11-02 00:03:29 main:581] : INFO : Epoch 1913 | loss: 0.031105 | val_loss: 0.0311388 | Time: 1921.99 ms
[2021-11-02 00:03:31 main:581] : INFO : Epoch 1914 | loss: 0.0311023 | val_loss: 0.0311405 | Time: 1890.8 ms
[2021-11-02 00:03:32 main:581] : INFO : Epoch 1915 | loss: 0.031098 | val_loss: 0.031142 | Time: 1875.29 ms
[2021-11-02 00:03:34 main:581] : INFO : Epoch 1916 | loss: 0.0311022 | val_loss: 0.0311416 | Time: 1885.07 ms
[2021-11-02 00:03:36 main:581] : INFO : Epoch 1917 | loss: 0.0311005 | val_loss: 0.0311341 | Time: 1885.82 ms
[2021-11-02 00:03:38 main:581] : INFO : Epoch 1918 | loss: 0.0311005 | val_loss: 0.0311367 | Time: 1945.58 ms
[2021-11-02 00:03:40 main:581] : INFO : Epoch 1919 | loss: 0.0310974 | val_loss: 0.0311333 | Time: 1987.84 ms
[2021-11-02 00:03:42 main:581] : INFO : Epoch 1920 | loss: 0.031096 | val_loss: 0.0311393 | Time: 1997.93 ms
[2021-11-02 00:03:44 main:581] : INFO : Epoch 1921 | loss: 0.0311021 | val_loss: 0.0311348 | Time: 1994.87 ms
[2021-11-02 00:03:46 main:581] : INFO : Epoch 1922 | loss: 0.0311022 | val_loss: 0.0311401 | Time: 1998.88 ms
[2021-11-02 00:03:48 main:581] : INFO : Epoch 1923 | loss: 0.0311047 | val_loss: 0.0311397 | Time: 1973.08 ms
[2021-11-02 00:03:50 main:581] : INFO : Epoch 1924 | loss: 0.0311023 | val_loss: 0.0311428 | Time: 1973.43 ms
[2021-11-02 00:03:52 main:581] : INFO : Epoch 1925 | loss: 0.0311034 | val_loss: 0.0311381 | Time: 1979.55 ms
[2021-11-02 00:03:54 main:581] : INFO : Epoch 1926 | loss: 0.0311007 | val_loss: 0.0311348 | Time: 1932.95 ms
[2021-11-02 00:03:56 main:581] : INFO : Epoch 1927 | loss: 0.0311027 | val_loss: 0.0311368 | Time: 1904.01 ms
[2021-11-02 00:03:58 main:581] : INFO : Epoch 1928 | loss: 0.0311025 | val_loss: 0.031135 | Time: 1975.5 ms
[2021-11-02 00:04:00 main:581] : INFO : Epoch 1929 | loss: 0.0311006 | val_loss: 0.0311396 | Time: 1955.44 ms
[2021-11-02 00:04:02 main:581] : INFO : Epoch 1930 | loss: 0.0310989 | val_loss: 0.0311374 | Time: 1919.95 ms
[2021-11-02 00:04:04 main:581] : INFO : Epoch 1931 | loss: 0.0310974 | val_loss: 0.0311358 | Time: 1992.13 ms
[2021-11-02 00:04:06 main:581] : INFO : Epoch 1932 | loss: 0.0311018 | val_loss: 0.0311421 | Time: 1995.02 ms
[2021-11-02 00:04:08 main:581] : INFO : Epoch 1933 | loss: 0.0311074 | val_loss: 0.0311356 | Time: 2005.36 ms
[2021-11-02 00:04:10 main:581] : INFO : Epoch 1934 | loss: 0.0311047 | val_loss: 0.0311372 | Time: 1954.92 ms
[2021-11-02 00:04:12 main:581] : INFO : Epoch 1935 | loss: 0.0311003 | val_loss: 0.0311327 | Time: 1986.89 ms
[2021-11-02 00:04:14 main:581] : INFO : Epoch 1936 | loss: 0.0310979 | val_loss: 0.0311433 | Time: 1936.75 ms
[2021-11-02 00:04:16 main:581] : INFO : Epoch 1937 | loss: 0.0311009 | val_loss: 0.0311376 | Time: 1928.94 ms
[2021-11-02 00:04:17 main:581] : INFO : Epoch 1938 | loss: 0.0310959 | val_loss: 0.0311338 | Time: 1900.9 ms
[2021-11-02 00:04:19 main:581] : INFO : Epoch 1939 | loss: 0.0310991 | val_loss: 0.031136 | Time: 1876.75 ms
[2021-11-02 00:04:21 main:581] : INFO : Epoch 1940 | loss: 0.0310939 | val_loss: 0.0311373 | Time: 1951.43 ms
[2021-11-02 00:04:23 main:581] : INFO : Epoch 1941 | loss: 0.0310953 | val_loss: 0.0311364 | Time: 1906.28 ms
[2021-11-02 00:04:25 main:581] : INFO : Epoch 1942 | loss: 0.0310972 | val_loss: 0.0311418 | Time: 1892.8 ms
[2021-11-02 00:04:27 main:581] : INFO : Epoch 1943 | loss: 0.0310959 | val_loss: 0.0311392 | Time: 1882.39 ms
[2021-11-02 00:04:29 main:581] : INFO : Epoch 1944 | loss: 0.0310992 | val_loss: 0.0311404 | Time: 1887.21 ms
[2021-11-02 00:04:31 main:581] : INFO : Epoch 1945 | loss: 0.0310995 | val_loss: 0.0311394 | Time: 1937.25 ms
[2021-11-02 00:04:33 main:581] : INFO : Epoch 1946 | loss: 0.0310974 | val_loss: 0.0311363 | Time: 1944.16 ms
[2021-11-02 00:04:35 main:581] : INFO : Epoch 1947 | loss: 0.0310992 | val_loss: 0.0311392 | Time: 1906.16 ms
[2021-11-02 00:04:37 main:581] : INFO : Epoch 1948 | loss: 0.0310952 | val_loss: 0.031136 | Time: 1977.44 ms
[2021-11-02 00:04:39 main:581] : INFO : Epoch 1949 | loss: 0.0310965 | val_loss: 0.0311411 | Time: 1981.49 ms
[2021-11-02 00:04:41 main:581] : INFO : Epoch 1950 | loss: 0.0311199 | val_loss: 0.0311514 | Time: 1917.64 ms
[2021-11-02 00:04:42 main:581] : INFO : Epoch 1951 | loss: 0.0311298 | val_loss: 0.0311445 | Time: 1887.43 ms
[2021-11-02 00:04:44 main:581] : INFO : Epoch 1952 | loss: 0.0311297 | val_loss: 0.0311432 | Time: 1953.42 ms
[2021-11-02 00:04:46 main:581] : INFO : Epoch 1953 | loss: 0.0311289 | val_loss: 0.0311406 | Time: 1976.32 ms
[2021-11-02 00:04:48 main:581] : INFO : Epoch 1954 | loss: 0.0311365 | val_loss: 0.0311432 | Time: 1945.77 ms
[2021-11-02 00:04:50 main:581] : INFO : Epoch 1955 | loss: 0.0311447 | val_loss: 0.0311448 | Time: 1884.29 ms
[2021-11-02 00:04:52 main:581] : INFO : Epoch 1956 | loss: 0.031132 | val_loss: 0.0311366 | Time: 1881.69 ms
[2021-11-02 00:04:54 main:581] : INFO : Epoch 1957 | loss: 0.031131 | val_loss: 0.031142 | Time: 1922.12 ms
[2021-11-02 00:04:56 main:581] : INFO : Epoch 1958 | loss: 0.0311288 | val_loss: 0.0311369 | Time: 1978.83 ms
[2021-11-02 00:04:58 main:581] : INFO : Epoch 1959 | loss: 0.0311254 | val_loss: 0.031134 | Time: 2005.88 ms
[2021-11-02 00:05:00 main:581] : INFO : Epoch 1960 | loss: 0.0311216 | val_loss: 0.0311387 | Time: 1983.04 ms
[2021-11-02 00:05:02 main:581] : INFO : Epoch 1961 | loss: 0.0311325 | val_loss: 0.0311382 | Time: 1965.17 ms
[2021-11-02 00:05:04 main:581] : INFO : Epoch 1962 | loss: 0.0311342 | val_loss: 0.0311381 | Time: 1891.4 ms
[2021-11-02 00:05:06 main:581] : INFO : Epoch 1963 | loss: 0.0311319 | val_loss: 0.0311421 | Time: 1944.66 ms
[2021-11-02 00:05:08 main:581] : INFO : Epoch 1964 | loss: 0.0311281 | val_loss: 0.0311393 | Time: 1963.76 ms
[2021-11-02 00:05:10 main:581] : INFO : Epoch 1965 | loss: 0.0311267 | val_loss: 0.0311382 | Time: 1986.08 ms
[2021-11-02 00:05:12 main:581] : INFO : Epoch 1966 | loss: 0.0311291 | val_loss: 0.0311373 | Time: 1977.39 ms
[2021-11-02 00:05:14 main:581] : INFO : Epoch 1967 | loss: 0.0311307 | val_loss: 0.0311355 | Time: 1973.24 ms
[2021-11-02 00:05:16 main:581] : INFO : Epoch 1968 | loss: 0.0311252 | val_loss: 0.0311354 | Time: 1885.61 ms
[2021-11-02 00:05:17 main:581] : INFO : Epoch 1969 | loss: 0.031124 | val_loss: 0.0311379 | Time: 1884.92 ms
[2021-11-02 00:05:19 main:581] : INFO : Epoch 1970 | loss: 0.0311228 | val_loss: 0.0311317 | Time: 1889.44 ms
[2021-11-02 00:05:21 main:581] : INFO : Epoch 1971 | loss: 0.0311199 | val_loss: 0.0311317 | Time: 1883.72 ms
[2021-11-02 00:05:23 main:581] : INFO : Epoch 1972 | loss: 0.0311212 | val_loss: 0.0311318 | Time: 1882.7 ms
[2021-11-02 00:05:25 main:581] : INFO : Epoch 1973 | loss: 0.0311218 | val_loss: 0.0311306 | Time: 1882.13 ms
[2021-11-02 00:05:27 main:581] : INFO : Epoch 1974 | loss: 0.0311183 | val_loss: 0.0311289 | Time: 1928.28 ms
[2021-11-02 00:05:29 main:581] : INFO : Epoch 1975 | loss: 0.0311174 | val_loss: 0.0311301 | Time: 2009.39 ms
[2021-11-02 00:05:31 main:581] : INFO : Epoch 1976 | loss: 0.0311147 | val_loss: 0.0311272 | Time: 1899.09 ms
[2021-11-02 00:05:33 main:581] : INFO : Epoch 1977 | loss: 0.0311147 | val_loss: 0.0311382 | Time: 1986.02 ms
[2021-11-02 00:05:35 main:581] : INFO : Epoch 1978 | loss: 0.0311147 | val_loss: 0.0311285 | Time: 1985.67 ms
[2021-11-02 00:05:37 main:581] : INFO : Epoch 1979 | loss: 0.0311135 | val_loss: 0.0311329 | Time: 1968.75 ms
[2021-11-02 00:05:39 main:581] : INFO : Epoch 1980 | loss: 0.0311133 | val_loss: 0.0311358 | Time: 1879.5 ms
[2021-11-02 00:05:41 main:581] : INFO : Epoch 1981 | loss: 0.0311153 | val_loss: 0.0311281 | Time: 1874.05 ms
[2021-11-02 00:05:42 main:581] : INFO : Epoch 1982 | loss: 0.0311125 | val_loss: 0.0311398 | Time: 1880.56 ms
[2021-11-02 00:05:44 main:581] : INFO : Epoch 1983 | loss: 0.0311145 | val_loss: 0.0311336 | Time: 1874.45 ms
[2021-11-02 00:05:46 main:581] : INFO : Epoch 1984 | loss: 0.0311127 | val_loss: 0.0311324 | Time: 1879.63 ms
[2021-11-02 00:05:48 main:581] : INFO : Epoch 1985 | loss: 0.0311125 | val_loss: 0.0311272 | Time: 1879.26 ms
[2021-11-02 00:05:50 main:581] : INFO : Epoch 1986 | loss: 0.0311129 | val_loss: 0.0311328 | Time: 1890.94 ms
[2021-11-02 00:05:52 main:581] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311368 | Time: 1971.5 ms
[2021-11-02 00:05:54 main:581] : INFO : Epoch 1988 | loss: 0.0311235 | val_loss: 0.0311393 | Time: 1961.62 ms
[2021-11-02 00:05:56 main:581] : INFO : Epoch 1989 | loss: 0.031127 | val_loss: 0.0311322 | Time: 1875.2 ms
[2021-11-02 00:05:58 main:581] : INFO : Epoch 1990 | loss: 0.0311228 | val_loss: 0.0311307 | Time: 1953.46 ms
[2021-11-02 00:06:00 main:581] : INFO : Epoch 1991 | loss: 0.0311137 | val_loss: 0.0311305 | Time: 1966.56 ms
[2021-11-02 00:06:02 main:581] : INFO : Epoch 1992 | loss: 0.0311112 | val_loss: 0.0311294 | Time: 1952.99 ms
[2021-11-02 00:06:04 main:581] : INFO : Epoch 1993 | loss: 0.0311121 | val_loss: 0.0311284 | Time: 1921.86 ms
[2021-11-02 00:06:05 main:581] : INFO : Epoch 1994 | loss: 0.031116 | val_loss: 0.0311389 | Time: 1971.29 ms
[2021-11-02 00:06:07 main:581] : INFO : Epoch 1995 | loss: 0.0311211 | val_loss: 0.0311388 | Time: 1980.13 ms
[2021-11-02 00:06:09 main:581] : INFO : Epoch 1996 | loss: 0.0311186 | val_loss: 0.0311357 | Time: 1980.29 ms
[2021-11-02 00:06:11 main:581] : INFO : Epoch 1997 | loss: 0.0311163 | val_loss: 0.0311349 | Time: 1976.33 ms
[2021-11-02 00:06:13 main:581] : INFO : Epoch 1998 | loss: 0.0311153 | val_loss: 0.0311285 | Time: 1993.93 ms
[2021-11-02 00:06:15 main:581] : INFO : Epoch 1999 | loss: 0.0311133 | val_loss: 0.0311321 | Time: 1892.27 ms
[2021-11-02 00:06:17 main:581] : INFO : Epoch 2000 | loss: 0.0311113 | val_loss: 0.0311263 | Time: 1877.72 ms
[2021-11-02 00:06:19 main:581] : INFO : Epoch 2001 | loss: 0.0311115 | val_loss: 0.0311302 | Time: 1880.21 ms
[2021-11-02 00:06:21 main:581] : INFO : Epoch 2002 | loss: 0.031113 | val_loss: 0.031128 | Time: 1946.28 ms
[2021-11-02 00:06:23 main:581] : INFO : Epoch 2003 | loss: 0.0311097 | val_loss: 0.0311451 | Time: 1992.6 ms
[2021-11-02 00:06:25 main:581] : INFO : Epoch 2004 | loss: 0.0311143 | val_loss: 0.0311325 | Time: 1949.01 ms
[2021-11-02 00:06:27 main:581] : INFO : Epoch 2005 | loss: 0.0311098 | val_loss: 0.0311255 | Time: 1892.07 ms
[2021-11-02 00:06:29 main:581] : INFO : Epoch 2006 | loss: 0.0311071 | val_loss: 0.031126 | Time: 1978.13 ms
[2021-11-02 00:06:31 main:581] : INFO : Epoch 2007 | loss: 0.0311049 | val_loss: 0.0311249 | Time: 1968.87 ms
[2021-11-02 00:06:33 main:581] : INFO : Epoch 2008 | loss: 0.0311044 | val_loss: 0.0311242 | Time: 1894.39 ms
[2021-11-02 00:06:35 main:581] : INFO : Epoch 2009 | loss: 0.0311028 | val_loss: 0.0311255 | Time: 1894.91 ms
[2021-11-02 00:06:37 main:581] : INFO : Epoch 2010 | loss: 0.0311033 | val_loss: 0.0311227 | Time: 1930.96 ms
[2021-11-02 00:06:38 main:581] : INFO : Epoch 2011 | loss: 0.0311042 | val_loss: 0.0311298 | Time: 1933.51 ms
[2021-11-02 00:06:40 main:581] : INFO : Epoch 2012 | loss: 0.0311118 | val_loss: 0.0311313 | Time: 1895.8 ms
[2021-11-02 00:06:42 main:581] : INFO : Epoch 2013 | loss: 0.0311333 | val_loss: 0.0311516 | Time: 1916.41 ms
[2021-11-02 00:06:44 main:581] : INFO : Epoch 2014 | loss: 0.0311581 | val_loss: 0.0311612 | Time: 1986.13 ms
[2021-11-02 00:06:46 main:581] : INFO : Epoch 2015 | loss: 0.031167 | val_loss: 0.0311635 | Time: 1954.22 ms
[2021-11-02 00:06:48 main:581] : INFO : Epoch 2016 | loss: 0.0311629 | val_loss: 0.0311587 | Time: 1906.97 ms
[2021-11-02 00:06:50 main:581] : INFO : Epoch 2017 | loss: 0.0311563 | val_loss: 0.0311502 | Time: 1996.7 ms
[2021-11-02 00:06:52 main:581] : INFO : Epoch 2018 | loss: 0.0311528 | val_loss: 0.0311543 | Time: 1961.19 ms
[2021-11-02 00:06:54 main:581] : INFO : Epoch 2019 | loss: 0.0311522 | val_loss: 0.031167 | Time: 1912.73 ms
[2021-11-02 00:06:56 main:581] : INFO : Epoch 2020 | loss: 0.0311612 | val_loss: 0.0311546 | Time: 1958.59 ms
[2021-11-02 00:06:58 main:581] : INFO : Epoch 2021 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1983.41 ms
[2021-11-02 00:07:00 main:581] : INFO : Epoch 2022 | loss: 0.0311765 | val_loss: 0.0311761 | Time: 1988.12 ms
[2021-11-02 00:07:02 main:581] : INFO : Epoch 2023 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1981.77 ms
[2021-11-02 00:07:04 main:581] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.0311745 | Time: 1915.34 ms
[2021-11-02 00:07:06 main:581] : INFO : Epoch 2025 | loss: 0.031178 | val_loss: 0.0311743 | Time: 1870.31 ms
[2021-11-02 00:07:08 main:581] : INFO : Epoch 2026 | loss: 0.0311727 | val_loss: 0.031171 | Time: 1874.79 ms
[2021-11-02 00:07:09 main:581] : INFO : Epoch 2027 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 1918.31 ms
[2021-11-02 00:07:11 main:581] : INFO : Epoch 2028 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1916.59 ms
[2021-11-02 00:07:13 main:581] : INFO : Epoch 2029 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 1961.6 ms
[2021-11-02 00:07:15 main:581] : INFO : Epoch 2030 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1887.05 ms
[2021-11-02 00:07:17 main:581] : INFO : Epoch 2031 | loss: 0.0311635 | val_loss: 0.0311657 | Time: 1894.93 ms
[2021-11-02 00:07:19 main:581] : INFO : Epoch 2032 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1882.87 ms
[2021-11-02 00:07:21 main:581] : INFO : Epoch 2033 | loss: 0.031163 | val_loss: 0.0311715 | Time: 1882.16 ms
[2021-11-02 00:07:23 main:581] : INFO : Epoch 2034 | loss: 0.0311624 | val_loss: 0.0311636 | Time: 1887.25 ms
[2021-11-02 00:07:25 main:581] : INFO : Epoch 2035 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 1881.06 ms
[2021-11-02 00:07:27 main:581] : INFO : Epoch 2036 | loss: 0.0311599 | val_loss: 0.031164 | Time: 1874.23 ms
[2021-11-02 00:07:28 main:581] : INFO : Epoch 2037 | loss: 0.031159 | val_loss: 0.0311621 | Time: 1899.26 ms
[2021-11-02 00:07:30 main:581] : INFO : Epoch 2038 | loss: 0.0311583 | val_loss: 0.0311621 | Time: 1915.06 ms
[2021-11-02 00:07:32 main:581] : INFO : Epoch 2039 | loss: 0.0311572 | val_loss: 0.0311632 | Time: 1917.5 ms
[2021-11-02 00:07:34 main:581] : INFO : Epoch 2040 | loss: 0.0311579 | val_loss: 0.03116 | Time: 1933.97 ms
[2021-11-02 00:07:36 main:581] : INFO : Epoch 2041 | loss: 0.0311573 | val_loss: 0.0311607 | Time: 1968.39 ms
[2021-11-02 00:07:38 main:581] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.0311631 | Time: 1970.88 ms
[2021-11-02 00:07:40 main:581] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311612 | Time: 1925.08 ms
[2021-11-02 00:07:42 main:581] : INFO : Epoch 2044 | loss: 0.0311558 | val_loss: 0.0311589 | Time: 1893.3 ms
[2021-11-02 00:07:44 main:581] : INFO : Epoch 2045 | loss: 0.0311549 | val_loss: 0.0311574 | Time: 1931.32 ms
[2021-11-02 00:07:46 main:581] : INFO : Epoch 2046 | loss: 0.0311527 | val_loss: 0.0311583 | Time: 1907.28 ms
[2021-11-02 00:07:48 main:581] : INFO : Epoch 2047 | loss: 0.0311532 | val_loss: 0.0311561 | Time: 1912.12 ms
[2021-11-02 00:07:50 main:581] : INFO : Epoch 2048 | loss: 0.0311557 | val_loss: 0.0311597 | Time: 1884.67 ms
[2021-11-02 00:07:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311597
[2021-11-02 00:07:50 main:610] : INFO : Saving end state to config to file
[2021-11-02 00:07:50 main:615] : INFO : Success, exiting..
00:07:50 (1412448): 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)