Task 14618624
| Name | ParityModified-1647046199-19176-3-0_1 |
| Workunit | 11229802 |
| Created | 12 Apr 2022, 17:24:05 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 6:17:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 35 sec |
| CPU time | 1 hours 7 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 50 main:581] : INFO : Epoch 1538 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 1990.53 ms [2022-04-12 23:27:51 main:581] : INFO : Epoch 1539 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 1909.14 ms [2022-04-12 23:27:53 main:581] : INFO : Epoch 1540 | loss: 0.0311463 | val_loss: 0.0311613 | Time: 1948.85 ms [2022-04-12 23:27:55 main:581] : INFO : Epoch 1541 | loss: 0.0311482 | val_loss: 0.0311619 | Time: 1932.54 ms [2022-04-12 23:27:57 main:581] : INFO : Epoch 1542 | loss: 0.0311449 | val_loss: 0.0311603 | Time: 1969.88 ms [2022-04-12 23:27:59 main:581] : INFO : Epoch 1543 | loss: 0.0311482 | val_loss: 0.0311651 | Time: 1936.46 ms [2022-04-12 23:28:01 main:581] : INFO : Epoch 1544 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 1901.22 ms [2022-04-12 23:28:03 main:581] : INFO : Epoch 1545 | loss: 0.0311461 | val_loss: 0.0311628 | Time: 1946.91 ms [2022-04-12 23:28:05 main:581] : INFO : Epoch 1546 | loss: 0.0311456 | val_loss: 0.0311646 | Time: 1953.9 ms [2022-04-12 23:28:07 main:581] : INFO : Epoch 1547 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 1991.6 ms [2022-04-12 23:28:09 main:581] : INFO : Epoch 1548 | loss: 0.0311475 | val_loss: 0.0311654 | Time: 1910.79 ms [2022-04-12 23:28:11 main:581] : INFO : Epoch 1549 | loss: 0.0311482 | val_loss: 0.0311626 | Time: 1939.74 ms [2022-04-12 23:28:13 main:581] : INFO : Epoch 1550 | loss: 0.0311474 | val_loss: 0.0311614 | Time: 1943.61 ms [2022-04-12 23:28:15 main:581] : INFO : Epoch 1551 | loss: 0.031147 | val_loss: 0.031162 | Time: 1991.42 ms [2022-04-12 23:28:17 main:581] : INFO : Epoch 1552 | loss: 0.0311457 | val_loss: 0.031162 | Time: 1928.66 ms [2022-04-12 23:28:19 main:581] : INFO : Epoch 1553 | loss: 0.0311492 | val_loss: 0.0311668 | Time: 1918.86 ms [2022-04-12 23:28:21 main:581] : INFO : Epoch 1554 | loss: 0.031148 | val_loss: 0.0311636 | Time: 1992.53 ms [2022-04-12 23:28:23 main:581] : INFO : Epoch 1555 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 1959.8 ms [2022-04-12 23:28:25 main:581] : INFO : Epoch 1556 | loss: 0.0311479 | val_loss: 0.0311654 | Time: 1954.43 ms [2022-04-12 23:28:27 main:581] : INFO : Epoch 1557 | loss: 0.0311449 | val_loss: 0.031161 | Time: 1983.9 ms [2022-04-12 23:28:29 main:581] : INFO : Epoch 1558 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 1973.68 ms [2022-04-12 23:28:30 main:581] : INFO : Epoch 1559 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 1950.83 ms [2022-04-12 23:28:32 main:581] : INFO : Epoch 1560 | loss: 0.0311444 | val_loss: 0.0311634 | Time: 1991.58 ms [2022-04-12 23:28:34 main:581] : INFO : Epoch 1561 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 2007.43 ms [2022-04-12 23:28:36 main:581] : INFO : Epoch 1562 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 1975.93 ms [2022-04-12 23:28:38 main:581] : INFO : Epoch 1563 | loss: 0.0311416 | val_loss: 0.0311607 | Time: 1961.26 ms [2022-04-12 23:28:40 main:581] : INFO : Epoch 1564 | loss: 0.0311415 | val_loss: 0.0311588 | Time: 1966.36 ms [2022-04-12 23:28:42 main:581] : INFO : Epoch 1565 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 1950.98 ms [2022-04-12 23:28:44 main:581] : INFO : Epoch 1566 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 1980.58 ms [2022-04-12 23:28:46 main:581] : INFO : Epoch 1567 | loss: 0.0311522 | val_loss: 0.0311593 | Time: 1999.16 ms [2022-04-12 23:28:48 main:581] : INFO : Epoch 1568 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 1957.03 ms [2022-04-12 23:28:50 main:581] : INFO : Epoch 1569 | loss: 0.0311444 | val_loss: 0.0311578 | Time: 1987.41 ms [2022-04-12 23:28:52 main:581] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 1987.47 ms [2022-04-12 23:28:54 main:581] : INFO : Epoch 1571 | loss: 0.0311443 | val_loss: 0.0311602 | Time: 1969.08 ms [2022-04-12 23:28:56 main:581] : INFO : Epoch 1572 | loss: 0.0311439 | val_loss: 0.0311617 | Time: 1970.82 ms [2022-04-12 23:28:58 main:581] : INFO : Epoch 1573 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 2022.15 ms [2022-04-12 23:29:00 main:581] : INFO : Epoch 1574 | loss: 0.0311487 | val_loss: 0.0311662 | Time: 1982.07 ms [2022-04-12 23:29:02 main:581] : INFO : Epoch 1575 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 1965.94 ms [2022-04-12 23:29:04 main:581] : INFO : Epoch 1576 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 1958.84 ms [2022-04-12 23:29:06 main:581] : INFO : Epoch 1577 | loss: 0.031145 | val_loss: 0.0311583 | Time: 1994.55 ms [2022-04-12 23:29:08 main:581] : INFO : Epoch 1578 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 1925.69 ms [2022-04-12 23:29:10 main:581] : INFO : Epoch 1579 | loss: 0.031146 | val_loss: 0.0311605 | Time: 1976.92 ms [2022-04-12 23:29:12 main:581] : INFO : Epoch 1580 | loss: 0.0311435 | val_loss: 0.0311598 | Time: 1954.96 ms [2022-04-12 23:29:14 main:581] : INFO : Epoch 1581 | loss: 0.0311423 | val_loss: 0.031162 | Time: 1948.03 ms [2022-04-12 23:29:16 main:581] : INFO : Epoch 1582 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 1959.88 ms [2022-04-12 23:29:18 main:581] : INFO : Epoch 1583 | loss: 0.0311434 | val_loss: 0.0311694 | Time: 2008 ms [2022-04-12 23:29:20 main:581] : INFO : Epoch 1584 | loss: 0.0311491 | val_loss: 0.031173 | Time: 1992.92 ms [2022-04-12 23:29:22 main:581] : INFO : Epoch 1585 | loss: 0.0311469 | val_loss: 0.031162 | Time: 1986.93 ms [2022-04-12 23:29:24 main:581] : INFO : Epoch 1586 | loss: 0.031142 | val_loss: 0.0311593 | Time: 1954.19 ms [2022-04-12 23:29:26 main:581] : INFO : Epoch 1587 | loss: 0.0311442 | val_loss: 0.0311591 | Time: 2020.86 ms [2022-04-12 23:29:28 main:581] : INFO : Epoch 1588 | loss: 0.031145 | val_loss: 0.0311675 | Time: 1950.44 ms [2022-04-12 23:29:30 main:581] : INFO : Epoch 1589 | loss: 0.0311448 | val_loss: 0.031159 | Time: 1977.17 ms [2022-04-12 23:29:32 main:581] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 1967.81 ms [2022-04-12 23:29:34 main:581] : INFO : Epoch 1591 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 1940.41 ms [2022-04-12 23:29:36 main:581] : INFO : Epoch 1592 | loss: 0.0311522 | val_loss: 0.0311616 | Time: 1950.77 ms [2022-04-12 23:29:38 main:581] : INFO : Epoch 1593 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 1944.74 ms [2022-04-12 23:29:40 main:581] : INFO : Epoch 1594 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 1958.75 ms [2022-04-12 23:29:41 main:581] : INFO : Epoch 1595 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 1912.97 ms [2022-04-12 23:29:43 main:581] : INFO : Epoch 1596 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 1956.29 ms [2022-04-12 23:29:45 main:581] : INFO : Epoch 1597 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 1959.24 ms [2022-04-12 23:29:47 main:581] : INFO : Epoch 1598 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 1946.77 ms [2022-04-12 23:29:49 main:581] : INFO : Epoch 1599 | loss: 0.0311453 | val_loss: 0.0311616 | Time: 1981.97 ms [2022-04-12 23:29:51 main:581] : INFO : Epoch 1600 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 2003.1 ms [2022-04-12 23:29:53 main:581] : INFO : Epoch 1601 | loss: 0.0311444 | val_loss: 0.0311601 | Time: 1958.44 ms [2022-04-12 23:29:55 main:581] : INFO : Epoch 1602 | loss: 0.0311462 | val_loss: 0.0311586 | Time: 1989.06 ms [2022-04-12 23:29:57 main:581] : INFO : Epoch 1603 | loss: 0.0311446 | val_loss: 0.031159 | Time: 1979.06 ms [2022-04-12 23:29:59 main:581] : INFO : Epoch 1604 | loss: 0.031143 | val_loss: 0.0311594 | Time: 1938.66 ms [2022-04-12 23:30:01 main:581] : INFO : Epoch 1605 | loss: 0.031143 | val_loss: 0.0311619 | Time: 1959.33 ms [2022-04-12 23:30:03 main:581] : INFO : Epoch 1606 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 1944.18 ms [2022-04-12 23:30:05 main:581] : INFO : Epoch 1607 | loss: 0.0311425 | val_loss: 0.0311646 | Time: 1944.12 ms [2022-04-12 23:30:07 main:581] : INFO : Epoch 1608 | loss: 0.0311463 | val_loss: 0.0311587 | Time: 1962.43 ms [2022-04-12 23:30:09 main:581] : INFO : Epoch 1609 | loss: 0.0311457 | val_loss: 0.031158 | Time: 1940.94 ms [2022-04-12 23:30:11 main:581] : INFO : Epoch 1610 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 1971.17 ms [2022-04-12 23:30:13 main:581] : INFO : Epoch 1611 | loss: 0.0311473 | val_loss: 0.0311609 | Time: 1920.09 ms [2022-04-12 23:30:15 main:581] : INFO : Epoch 1612 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 1932.41 ms [2022-04-12 23:30:17 main:581] : INFO : Epoch 1613 | loss: 0.0311462 | val_loss: 0.031158 | Time: 1942.93 ms [2022-04-12 23:30:19 main:581] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.0311561 | Time: 1948.53 ms [2022-04-12 23:30:21 main:581] : INFO : Epoch 1615 | loss: 0.0311454 | val_loss: 0.0311558 | Time: 1926.64 ms [2022-04-12 23:30:23 main:581] : INFO : Epoch 1616 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 1954.11 ms [2022-04-12 23:30:24 main:581] : INFO : Epoch 1617 | loss: 0.0311504 | val_loss: 0.0311566 | Time: 1916.19 ms [2022-04-12 23:30:26 main:581] : INFO : Epoch 1618 | loss: 0.0311559 | val_loss: 0.0311604 | Time: 1944.1 ms [2022-04-12 23:30:28 main:581] : INFO : Epoch 1619 | loss: 0.0311508 | val_loss: 0.0311694 | Time: 1950 ms [2022-04-12 23:30:30 main:581] : INFO : Epoch 1620 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1949.43 ms [2022-04-12 23:30:32 main:581] : INFO : Epoch 1621 | loss: 0.0311484 | val_loss: 0.0311576 | Time: 1922.36 ms [2022-04-12 23:30:34 main:581] : INFO : Epoch 1622 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 1943.23 ms [2022-04-12 23:30:36 main:581] : INFO : Epoch 1623 | loss: 0.031148 | val_loss: 0.0311583 | Time: 1925.52 ms [2022-04-12 23:30:38 main:581] : INFO : Epoch 1624 | loss: 0.0311442 | val_loss: 0.0311588 | Time: 1924.42 ms [2022-04-12 23:30:40 main:581] : INFO : Epoch 1625 | loss: 0.0311431 | val_loss: 0.0311635 | Time: 1936.64 ms [2022-04-12 23:30:42 main:581] : INFO : Epoch 1626 | loss: 0.0311472 | val_loss: 0.0311591 | Time: 1908.08 ms [2022-04-12 23:30:44 main:581] : INFO : Epoch 1627 | loss: 0.0311447 | val_loss: 0.031156 | Time: 1949.31 ms [2022-04-12 23:30:46 main:581] : INFO : Epoch 1628 | loss: 0.031142 | val_loss: 0.0311645 | Time: 1904.9 ms [2022-04-12 23:30:48 main:581] : INFO : Epoch 1629 | loss: 0.0311464 | val_loss: 0.0311566 | Time: 1956.06 ms [2022-04-12 23:30:50 main:581] : INFO : Epoch 1630 | loss: 0.0311427 | val_loss: 0.0311564 | Time: 1945.83 ms [2022-04-12 23:30:52 main:581] : INFO : Epoch 1631 | loss: 0.0311432 | val_loss: 0.031156 | Time: 1924.41 ms [2022-04-12 23:30:54 main:581] : INFO : Epoch 1632 | loss: 0.031144 | val_loss: 0.0311572 | Time: 1969.42 ms [2022-04-12 23:30:55 main:581] : INFO : Epoch 1633 | loss: 0.0311439 | val_loss: 0.0311549 | Time: 1926.55 ms [2022-04-12 23:30:57 main:581] : INFO : Epoch 1634 | loss: 0.0311441 | val_loss: 0.0311578 | Time: 1944.84 ms [2022-04-12 23:30:59 main:581] : INFO : Epoch 1635 | loss: 0.0311461 | val_loss: 0.0311587 | Time: 1940.92 ms [2022-04-12 23:31:01 main:581] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 1871.65 ms [2022-04-12 23:31:03 main:581] : INFO : Epoch 1637 | loss: 0.0311444 | val_loss: 0.031155 | Time: 1932.9 ms [2022-04-12 23:31:05 main:581] : INFO : Epoch 1638 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 1971.34 ms [2022-04-12 23:31:07 main:581] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 1920.66 ms [2022-04-12 23:31:09 main:581] : INFO : Epoch 1640 | loss: 0.0311473 | val_loss: 0.031161 | Time: 1947.22 ms [2022-04-12 23:31:11 main:581] : INFO : Epoch 1641 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 1955.5 ms [2022-04-12 23:31:13 main:581] : INFO : Epoch 1642 | loss: 0.0311424 | val_loss: 0.0311604 | Time: 1911.69 ms [2022-04-12 23:31:15 main:581] : INFO : Epoch 1643 | loss: 0.031142 | val_loss: 0.0311602 | Time: 1925.15 ms [2022-04-12 23:31:17 main:581] : INFO : Epoch 1644 | loss: 0.0311427 | val_loss: 0.0311586 | Time: 1935.13 ms [2022-04-12 23:31:19 main:581] : INFO : Epoch 1645 | loss: 0.0311407 | val_loss: 0.0311567 | Time: 1980.52 ms [2022-04-12 23:31:21 main:581] : INFO : Epoch 1646 | loss: 0.0311405 | val_loss: 0.0311602 | Time: 1964.49 ms [2022-04-12 23:31:23 main:581] : INFO : Epoch 1647 | loss: 0.0311418 | val_loss: 0.0311662 | Time: 1929.89 ms [2022-04-12 23:31:24 main:581] : INFO : Epoch 1648 | loss: 0.0311418 | val_loss: 0.0311577 | Time: 1900.43 ms [2022-04-12 23:31:26 main:581] : INFO : Epoch 1649 | loss: 0.0311399 | val_loss: 0.0311573 | Time: 1966.51 ms [2022-04-12 23:31:28 main:581] : INFO : Epoch 1650 | loss: 0.0311447 | val_loss: 0.031159 | Time: 1963.59 ms [2022-04-12 23:31:30 main:581] : INFO : Epoch 1651 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 1963.12 ms [2022-04-12 23:31:32 main:581] : INFO : Epoch 1652 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 1945.94 ms [2022-04-12 23:31:34 main:581] : INFO : Epoch 1653 | loss: 0.0311395 | val_loss: 0.0311621 | Time: 1982.11 ms [2022-04-12 23:31:36 main:581] : INFO : Epoch 1654 | loss: 0.0311435 | val_loss: 0.031162 | Time: 1957.61 ms [2022-04-12 23:31:38 main:581] : INFO : Epoch 1655 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1964.83 ms [2022-04-12 23:31:40 main:581] : INFO : Epoch 1656 | loss: 0.0311443 | val_loss: 0.0311555 | Time: 1955.76 ms [2022-04-12 23:31:42 main:581] : INFO : Epoch 1657 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 1966.3 ms [2022-04-12 23:31:44 main:581] : INFO : Epoch 1658 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 1951.81 ms [2022-04-12 23:31:46 main:581] : INFO : Epoch 1659 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 1930.77 ms [2022-04-12 23:31:48 main:581] : INFO : Epoch 1660 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 2009.66 ms [2022-04-12 23:31:50 main:581] : INFO : Epoch 1661 | loss: 0.0311455 | val_loss: 0.031171 | Time: 1981.31 ms [2022-04-12 23:31:52 main:581] : INFO : Epoch 1662 | loss: 0.0311499 | val_loss: 0.0311741 | Time: 1966.85 ms [2022-04-12 23:31:54 main:581] : INFO : Epoch 1663 | loss: 0.0311456 | val_loss: 0.0311595 | Time: 1993.57 ms [2022-04-12 23:31:56 main:581] : INFO : Epoch 1664 | loss: 0.0311426 | val_loss: 0.0311609 | Time: 1948.6 ms [2022-04-12 23:31:58 main:581] : INFO : Epoch 1665 | loss: 0.0311414 | val_loss: 0.0311638 | Time: 2015.01 ms [2022-04-12 23:32:00 main:581] : INFO : Epoch 1666 | loss: 0.0311403 | val_loss: 0.0311618 | Time: 2022.57 ms [2022-04-12 23:32:02 main:581] : INFO : Epoch 1667 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 2009.15 ms [2022-04-12 23:32:04 main:581] : INFO : Epoch 1668 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 1983.58 ms [2022-04-12 23:32:06 main:581] : INFO : Epoch 1669 | loss: 0.0311434 | val_loss: 0.0311618 | Time: 1946.82 ms [2022-04-12 23:32:08 main:581] : INFO : Epoch 1670 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 1964.63 ms [2022-04-12 23:32:10 main:581] : INFO : Epoch 1671 | loss: 0.0311527 | val_loss: 0.0311621 | Time: 1972.2 ms [2022-04-12 23:32:12 main:581] : INFO : Epoch 1672 | loss: 0.03115 | val_loss: 0.0311637 | Time: 1988.91 ms [2022-04-12 23:32:14 main:581] : INFO : Epoch 1673 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 2004.62 ms [2022-04-12 23:32:16 main:581] : INFO : Epoch 1674 | loss: 0.0311499 | val_loss: 0.0311624 | Time: 1991.44 ms [2022-04-12 23:32:18 main:581] : INFO : Epoch 1675 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 2010.05 ms [2022-04-12 23:32:20 main:581] : INFO : Epoch 1676 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 1964.19 ms [2022-04-12 23:32:22 main:581] : INFO : Epoch 1677 | loss: 0.0311474 | val_loss: 0.0311601 | Time: 1975.1 ms [2022-04-12 23:32:24 main:581] : INFO : Epoch 1678 | loss: 0.0311458 | val_loss: 0.0311583 | Time: 2007.79 ms [2022-04-12 23:32:26 main:581] : INFO : Epoch 1679 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 1942.11 ms [2022-04-12 23:32:28 main:581] : INFO : Epoch 1680 | loss: 0.0311457 | val_loss: 0.0311658 | Time: 1980.51 ms [2022-04-12 23:32:30 main:581] : INFO : Epoch 1681 | loss: 0.031145 | val_loss: 0.031159 | Time: 1985.67 ms [2022-04-12 23:32:32 main:581] : INFO : Epoch 1682 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 1997.98 ms [2022-04-12 23:32:34 main:581] : INFO : Epoch 1683 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 1954.81 ms [2022-04-12 23:32:36 main:581] : INFO : Epoch 1684 | loss: 0.0311459 | val_loss: 0.0311578 | Time: 2005.8 ms [2022-04-12 23:32:38 main:581] : INFO : Epoch 1685 | loss: 0.0311466 | val_loss: 0.0311594 | Time: 1957.23 ms [2022-04-12 23:32:40 main:581] : INFO : Epoch 1686 | loss: 0.031148 | val_loss: 0.0311597 | Time: 2002.42 ms [2022-04-12 23:32:42 main:581] : INFO : Epoch 1687 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 2073.7 ms [2022-04-12 23:32:44 main:581] : INFO : Epoch 1688 | loss: 0.0311453 | val_loss: 0.0311546 | Time: 1995.92 ms [2022-04-12 23:32:46 main:581] : INFO : Epoch 1689 | loss: 0.0311458 | val_loss: 0.0311566 | Time: 1945.23 ms [2022-04-12 23:32:48 main:581] : INFO : Epoch 1690 | loss: 0.0311443 | val_loss: 0.0311533 | Time: 2002.1 ms [2022-04-12 23:32:50 main:581] : INFO : Epoch 1691 | loss: 0.0311416 | val_loss: 0.0311546 | Time: 1969.71 ms [2022-04-12 23:32:52 main:581] : INFO : Epoch 1692 | loss: 0.0311441 | val_loss: 0.0311642 | Time: 1993.03 ms [2022-04-12 23:32:54 main:581] : INFO : Epoch 1693 | loss: 0.0311485 | val_loss: 0.0311558 | Time: 1972.69 ms [2022-04-12 23:32:56 main:581] : INFO : Epoch 1694 | loss: 0.0311454 | val_loss: 0.0311508 | Time: 2011.52 ms [2022-04-12 23:32:58 main:581] : INFO : Epoch 1695 | loss: 0.0311444 | val_loss: 0.0311541 | Time: 2021.23 ms [2022-04-12 23:33:00 main:581] : INFO : Epoch 1696 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 1989.05 ms [2022-04-12 23:33:02 main:581] : INFO : Epoch 1697 | loss: 0.0311455 | val_loss: 0.0311524 | Time: 2001.76 ms [2022-04-12 23:33:04 main:581] : INFO : Epoch 1698 | loss: 0.0311427 | val_loss: 0.0311537 | Time: 1934.32 ms [2022-04-12 23:33:06 main:581] : INFO : Epoch 1699 | loss: 0.0311453 | val_loss: 0.0311551 | Time: 1974.76 ms [2022-04-12 23:33:07 main:581] : INFO : Epoch 1700 | loss: 0.0311415 | val_loss: 0.0311559 | Time: 1961.74 ms [2022-04-12 23:33:09 main:581] : INFO : Epoch 1701 | loss: 0.0311408 | val_loss: 0.0311577 | Time: 1906.77 ms [2022-04-12 23:33:11 main:581] : INFO : Epoch 1702 | loss: 0.0311414 | val_loss: 0.0311568 | Time: 1958.13 ms [2022-04-12 23:33:13 main:581] : INFO : Epoch 1703 | loss: 0.0311424 | val_loss: 0.0311576 | Time: 1949.9 ms [2022-04-12 23:33:15 main:581] : INFO : Epoch 1704 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 1941.73 ms [2022-04-12 23:33:17 main:581] : INFO : Epoch 1705 | loss: 0.0311437 | val_loss: 0.031157 | Time: 1969.01 ms [2022-04-12 23:33:19 main:581] : INFO : Epoch 1706 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 2013.82 ms [2022-04-12 23:33:21 main:581] : INFO : Epoch 1707 | loss: 0.0311446 | val_loss: 0.0311646 | Time: 1949.44 ms [2022-04-12 23:33:23 main:581] : INFO : Epoch 1708 | loss: 0.0311423 | val_loss: 0.0311565 | Time: 1967.81 ms [2022-04-12 23:33:25 main:581] : INFO : Epoch 1709 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 1976.05 ms [2022-04-12 23:33:27 main:581] : INFO : Epoch 1710 | loss: 0.0311428 | val_loss: 0.0311597 | Time: 1940.27 ms [2022-04-12 23:33:29 main:581] : INFO : Epoch 1711 | loss: 0.031142 | val_loss: 0.0311575 | Time: 1968.2 ms [2022-04-12 23:33:31 main:581] : INFO : Epoch 1712 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 1970.46 ms [2022-04-12 23:33:33 main:581] : INFO : Epoch 1713 | loss: 0.0311411 | val_loss: 0.0311594 | Time: 1946.64 ms [2022-04-12 23:33:35 main:581] : INFO : Epoch 1714 | loss: 0.03114 | val_loss: 0.0311565 | Time: 1947.11 ms [2022-04-12 23:33:37 main:581] : INFO : Epoch 1715 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1923.63 ms [2022-04-12 23:33:39 main:581] : INFO : Epoch 1716 | loss: 0.0311423 | val_loss: 0.0311614 | Time: 1969.28 ms [2022-04-12 23:33:41 main:581] : INFO : Epoch 1717 | loss: 0.031141 | val_loss: 0.0311553 | Time: 1973.07 ms [2022-04-12 23:33:43 main:581] : INFO : Epoch 1718 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 1967.71 ms [2022-04-12 23:33:45 main:581] : INFO : Epoch 1719 | loss: 0.0311403 | val_loss: 0.0311554 | Time: 1940.9 ms [2022-04-12 23:33:47 main:581] : INFO : Epoch 1720 | loss: 0.0311408 | val_loss: 0.0311558 | Time: 1935.74 ms [2022-04-12 23:33:49 main:581] : INFO : Epoch 1721 | loss: 0.0311391 | val_loss: 0.0311577 | Time: 1949.12 ms [2022-04-12 23:33:51 main:581] : INFO : Epoch 1722 | loss: 0.0311415 | val_loss: 0.0311635 | Time: 1965 ms [2022-04-12 23:33:52 main:581] : INFO : Epoch 1723 | loss: 0.0311404 | val_loss: 0.0311696 | Time: 1953.44 ms [2022-04-12 23:33:54 main:581] : INFO : Epoch 1724 | loss: 0.0311414 | val_loss: 0.0311638 | Time: 1956.23 ms [2022-04-12 23:33:56 main:581] : INFO : Epoch 1725 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 1976.71 ms [2022-04-12 23:33:58 main:581] : INFO : Epoch 1726 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 1969.95 ms [2022-04-12 23:34:00 main:581] : INFO : Epoch 1727 | loss: 0.0311371 | val_loss: 0.0311571 | Time: 1905.55 ms [2022-04-12 23:34:02 main:581] : INFO : Epoch 1728 | loss: 0.0311462 | val_loss: 0.031169 | Time: 1943.1 ms [2022-04-12 23:34:04 main:581] : INFO : Epoch 1729 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 1969.74 ms [2022-04-12 23:34:06 main:581] : INFO : Epoch 1730 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1965.77 ms [2022-04-12 23:34:08 main:581] : INFO : Epoch 1731 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 1960.09 ms [2022-04-12 23:34:10 main:581] : INFO : Epoch 1732 | loss: 0.0311521 | val_loss: 0.031163 | Time: 2001.47 ms [2022-04-12 23:34:12 main:581] : INFO : Epoch 1733 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1925.04 ms [2022-04-12 23:34:14 main:581] : INFO : Epoch 1734 | loss: 0.031151 | val_loss: 0.0311706 | Time: 1976.2 ms [2022-04-12 23:34:16 main:581] : INFO : Epoch 1735 | loss: 0.0311504 | val_loss: 0.0311611 | Time: 1996.64 ms [2022-04-12 23:34:18 main:581] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 1927.44 ms [2022-04-12 23:34:20 main:581] : INFO : Epoch 1737 | loss: 0.0311472 | val_loss: 0.031158 | Time: 1961.08 ms [2022-04-12 23:34:22 main:581] : INFO : Epoch 1738 | loss: 0.0311444 | val_loss: 0.0311628 | Time: 1950.73 ms [2022-04-12 23:34:24 main:581] : INFO : Epoch 1739 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 2028.3 ms [2022-04-12 23:34:26 main:581] : INFO : Epoch 1740 | loss: 0.0311431 | val_loss: 0.0311582 | Time: 2001.51 ms [2022-04-12 23:34:28 main:581] : INFO : Epoch 1741 | loss: 0.0311456 | val_loss: 0.0311564 | Time: 1968.27 ms [2022-04-12 23:34:30 main:581] : INFO : Epoch 1742 | loss: 0.0311461 | val_loss: 0.0311604 | Time: 1973.51 ms [2022-04-12 23:34:32 main:581] : INFO : Epoch 1743 | loss: 0.0311426 | val_loss: 0.0311596 | Time: 1928.49 ms [2022-04-12 23:34:34 main:581] : INFO : Epoch 1744 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 1973.29 ms [2022-04-12 23:34:36 main:581] : INFO : Epoch 1745 | loss: 0.0311429 | val_loss: 0.0311572 | Time: 2006.86 ms [2022-04-12 23:34:38 main:581] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.0311583 | Time: 1932.07 ms [2022-04-12 23:34:40 main:581] : INFO : Epoch 1747 | loss: 0.031143 | val_loss: 0.0311592 | Time: 1959.48 ms [2022-04-12 23:34:42 main:581] : INFO : Epoch 1748 | loss: 0.0311427 | val_loss: 0.0311566 | Time: 1939.72 ms [2022-04-12 23:34:44 main:581] : INFO : Epoch 1749 | loss: 0.031142 | val_loss: 0.0311579 | Time: 1962.87 ms [2022-04-12 23:34:46 main:581] : INFO : Epoch 1750 | loss: 0.0311403 | val_loss: 0.0311551 | Time: 1986.16 ms [2022-04-12 23:34:48 main:581] : INFO : Epoch 1751 | loss: 0.031141 | val_loss: 0.0311588 | Time: 1988.89 ms [2022-04-12 23:34:50 main:581] : INFO : Epoch 1752 | loss: 0.031145 | val_loss: 0.0311551 | Time: 1975.1 ms [2022-04-12 23:34:51 main:581] : INFO : Epoch 1753 | loss: 0.0311502 | val_loss: 0.0311571 | Time: 1978.97 ms [2022-04-12 23:34:53 main:581] : INFO : Epoch 1754 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 1996.45 ms [2022-04-12 23:34:55 main:581] : INFO : Epoch 1755 | loss: 0.0311528 | val_loss: 0.0311585 | Time: 1992.17 ms [2022-04-12 23:34:57 main:581] : INFO : Epoch 1756 | loss: 0.0311494 | val_loss: 0.031156 | Time: 2003.23 ms [2022-04-12 23:34:59 main:581] : INFO : Epoch 1757 | loss: 0.031148 | val_loss: 0.0311538 | Time: 1967.11 ms [2022-04-12 23:35:01 main:581] : INFO : Epoch 1758 | loss: 0.031146 | val_loss: 0.0311569 | Time: 1976.49 ms [2022-04-12 23:35:03 main:581] : INFO : Epoch 1759 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 1949.22 ms [2022-04-12 23:35:05 main:581] : INFO : Epoch 1760 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 1911.8 ms [2022-04-12 23:35:07 main:581] : INFO : Epoch 1761 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 1971.31 ms [2022-04-12 23:35:09 main:581] : INFO : Epoch 1762 | loss: 0.0311513 | val_loss: 0.0311579 | Time: 1998.39 ms [2022-04-12 23:35:11 main:581] : INFO : Epoch 1763 | loss: 0.0311515 | val_loss: 0.0311582 | Time: 2006.36 ms [2022-04-12 23:35:13 main:581] : INFO : Epoch 1764 | loss: 0.0311517 | val_loss: 0.0311647 | Time: 1941.66 ms [2022-04-12 23:35:15 main:581] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.031161 | Time: 1937.92 ms [2022-04-12 23:35:17 main:581] : INFO : Epoch 1766 | loss: 0.0311473 | val_loss: 0.0311601 | Time: 1966.51 ms [2022-04-12 23:35:19 main:581] : INFO : Epoch 1767 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 1955.74 ms [2022-04-12 23:35:21 main:581] : INFO : Epoch 1768 | loss: 0.0311478 | val_loss: 0.0311584 | Time: 1950.03 ms [2022-04-12 23:35:23 main:581] : INFO : Epoch 1769 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 2000.92 ms [2022-04-12 23:35:25 main:581] : INFO : Epoch 1770 | loss: 0.0311493 | val_loss: 0.0311576 | Time: 1939.46 ms [2022-04-12 23:35:27 main:581] : INFO : Epoch 1771 | loss: 0.0311467 | val_loss: 0.0311564 | Time: 1976.03 ms [2022-04-12 23:35:29 main:581] : INFO : Epoch 1772 | loss: 0.0311472 | val_loss: 0.0311572 | Time: 1992.79 ms [2022-04-12 23:35:31 main:581] : INFO : Epoch 1773 | loss: 0.0311494 | val_loss: 0.0311635 | Time: 1950.05 ms [2022-04-12 23:35:33 main:581] : INFO : Epoch 1774 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 2026.57 ms [2022-04-12 23:35:35 main:581] : INFO : Epoch 1775 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 1987.23 ms [2022-04-12 23:35:37 main:581] : INFO : Epoch 1776 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 1953.79 ms [2022-04-12 23:35:39 main:581] : INFO : Epoch 1777 | loss: 0.0311452 | val_loss: 0.0311581 | Time: 1993.55 ms [2022-04-12 23:35:41 main:581] : INFO : Epoch 1778 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 1942 ms [2022-04-12 23:35:43 main:581] : INFO : Epoch 1779 | loss: 0.0311442 | val_loss: 0.0311606 | Time: 1956.09 ms [2022-04-12 23:35:45 main:581] : INFO : Epoch 1780 | loss: 0.0311425 | val_loss: 0.0311576 | Time: 1954.66 ms [2022-04-12 23:35:47 main:581] : INFO : Epoch 1781 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 2000.84 ms [2022-04-12 23:35:49 main:581] : INFO : Epoch 1782 | loss: 0.0311421 | val_loss: 0.0311585 | Time: 1960.22 ms [2022-04-12 23:35:51 main:581] : INFO : Epoch 1783 | loss: 0.0311422 | val_loss: 0.0311605 | Time: 1937.09 ms [2022-04-12 23:35:53 main:581] : INFO : Epoch 1784 | loss: 0.0311435 | val_loss: 0.031159 | Time: 1964.48 ms [2022-04-12 23:35:55 main:581] : INFO : Epoch 1785 | loss: 0.0311418 | val_loss: 0.0311589 | Time: 1949.24 ms [2022-04-12 23:35:57 main:581] : INFO : Epoch 1786 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 1995.37 ms [2022-04-12 23:35:58 main:581] : INFO : Epoch 1787 | loss: 0.0311415 | val_loss: 0.0311595 | Time: 1990.94 ms [2022-04-12 23:36:00 main:581] : INFO : Epoch 1788 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 1967.2 ms [2022-04-12 23:36:02 main:581] : INFO : Epoch 1789 | loss: 0.031155 | val_loss: 0.0311579 | Time: 1952.39 ms [2022-04-12 23:36:04 main:581] : INFO : Epoch 1790 | loss: 0.0311529 | val_loss: 0.0311566 | Time: 1957.43 ms [2022-04-12 23:36:06 main:581] : INFO : Epoch 1791 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 1922.48 ms [2022-04-12 23:36:08 main:581] : INFO : Epoch 1792 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 1982.77 ms [2022-04-12 23:36:10 main:581] : INFO : Epoch 1793 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1923.41 ms [2022-04-12 23:36:12 main:581] : INFO : Epoch 1794 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1986.88 ms [2022-04-12 23:36:14 main:581] : INFO : Epoch 1795 | loss: 0.0311535 | val_loss: 0.0311597 | Time: 2008.38 ms [2022-04-12 23:36:16 main:581] : INFO : Epoch 1796 | loss: 0.031152 | val_loss: 0.0311586 | Time: 1973.88 ms [2022-04-12 23:36:18 main:581] : INFO : Epoch 1797 | loss: 0.031152 | val_loss: 0.0311614 | Time: 1978.87 ms [2022-04-12 23:36:20 main:581] : INFO : Epoch 1798 | loss: 0.0311534 | val_loss: 0.0311665 | Time: 1977.16 ms [2022-04-12 23:36:22 main:581] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 1956.64 ms [2022-04-12 23:36:24 main:581] : INFO : Epoch 1800 | loss: 0.0311488 | val_loss: 0.0311614 | Time: 1977.64 ms [2022-04-12 23:36:26 main:581] : INFO : Epoch 1801 | loss: 0.0311495 | val_loss: 0.0311625 | Time: 1994.42 ms [2022-04-12 23:36:28 main:581] : INFO : Epoch 1802 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 2015.83 ms [2022-04-12 23:36:30 main:581] : INFO : Epoch 1803 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1984.29 ms [2022-04-12 23:36:32 main:581] : INFO : Epoch 1804 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 2000.33 ms [2022-04-12 23:36:34 main:581] : INFO : Epoch 1805 | loss: 0.0311488 | val_loss: 0.0311578 | Time: 1978.95 ms [2022-04-12 23:36:36 main:581] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311602 | Time: 1933.05 ms [2022-04-12 23:36:38 main:581] : INFO : Epoch 1807 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 1985.72 ms [2022-04-12 23:36:40 main:581] : INFO : Epoch 1808 | loss: 0.0311478 | val_loss: 0.0311591 | Time: 1966.45 ms [2022-04-12 23:36:42 main:581] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311619 | Time: 1958.77 ms [2022-04-12 23:36:44 main:581] : INFO : Epoch 1810 | loss: 0.0311516 | val_loss: 0.0311671 | Time: 1971.42 ms [2022-04-12 23:36:46 main:581] : INFO : Epoch 1811 | loss: 0.0311494 | val_loss: 0.0311632 | Time: 2005.82 ms [2022-04-12 23:36:48 main:581] : INFO : Epoch 1812 | loss: 0.0311498 | val_loss: 0.0311615 | Time: 2003.59 ms [2022-04-12 23:36:50 main:581] : INFO : Epoch 1813 | loss: 0.0311473 | val_loss: 0.0311649 | Time: 1966.75 ms [2022-04-12 23:36:52 main:581] : INFO : Epoch 1814 | loss: 0.0311503 | val_loss: 0.03116 | Time: 1982.44 ms [2022-04-12 23:36:54 main:581] : INFO : Epoch 1815 | loss: 0.0311479 | val_loss: 0.0311599 | Time: 1977.4 ms [2022-04-12 23:36:56 main:581] : INFO : Epoch 1816 | loss: 0.0311479 | val_loss: 0.0311591 | Time: 2038.99 ms [2022-04-12 23:36:58 main:581] : INFO : Epoch 1817 | loss: 0.0311462 | val_loss: 0.0311565 | Time: 2008.29 ms [2022-04-12 23:37:00 main:581] : INFO : Epoch 1818 | loss: 0.0311461 | val_loss: 0.0311654 | Time: 2016.22 ms [2022-04-12 23:37:02 main:581] : INFO : Epoch 1819 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1939.5 ms [2022-04-12 23:37:04 main:581] : INFO : Epoch 1820 | loss: 0.0311497 | val_loss: 0.0311584 | Time: 1997.22 ms [2022-04-12 23:37:06 main:581] : INFO : Epoch 1821 | loss: 0.0311505 | val_loss: 0.031157 | Time: 2014.97 ms [2022-04-12 23:37:08 main:581] : INFO : Epoch 1822 | loss: 0.0311483 | val_loss: 0.0311569 | Time: 2013.45 ms [2022-04-12 23:37:10 main:581] : INFO : Epoch 1823 | loss: 0.0311461 | val_loss: 0.0311554 | Time: 1991.09 ms [2022-04-12 23:37:12 main:581] : INFO : Epoch 1824 | loss: 0.0311459 | val_loss: 0.0311578 | Time: 1973.04 ms [2022-04-12 23:37:14 main:581] : INFO : Epoch 1825 | loss: 0.0311492 | val_loss: 0.0311577 | Time: 1986.96 ms [2022-04-12 23:37:16 main:581] : INFO : Epoch 1826 | loss: 0.0311484 | val_loss: 0.031161 | Time: 2016.74 ms [2022-04-12 23:37:18 main:581] : INFO : Epoch 1827 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1955.68 ms [2022-04-12 23:37:20 main:581] : INFO : Epoch 1828 | loss: 0.0311489 | val_loss: 0.0311616 | Time: 1938.02 ms [2022-04-12 23:37:22 main:581] : INFO : Epoch 1829 | loss: 0.031149 | val_loss: 0.031159 | Time: 2008.37 ms [2022-04-12 23:37:24 main:581] : INFO : Epoch 1830 | loss: 0.0311456 | val_loss: 0.0311572 | Time: 1971.61 ms [2022-04-12 23:37:26 main:581] : INFO : Epoch 1831 | loss: 0.0311436 | val_loss: 0.0311551 | Time: 1975.38 ms [2022-04-12 23:37:28 main:581] : INFO : Epoch 1832 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 1994.87 ms [2022-04-12 23:37:30 main:581] : INFO : Epoch 1833 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 1947.12 ms [2022-04-12 23:37:32 main:581] : INFO : Epoch 1834 | loss: 0.0311461 | val_loss: 0.031157 | Time: 1968.3 ms [2022-04-12 23:37:34 main:581] : INFO : Epoch 1835 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 1968.24 ms [2022-04-12 23:37:36 main:581] : INFO : Epoch 1836 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 1986.53 ms [2022-04-12 23:37:37 main:581] : INFO : Epoch 1837 | loss: 0.0311443 | val_loss: 0.0311553 | Time: 1939.84 ms [2022-04-12 23:37:39 main:581] : INFO : Epoch 1838 | loss: 0.0311536 | val_loss: 0.0311598 | Time: 1978.24 ms [2022-04-12 23:37:41 main:581] : INFO : Epoch 1839 | loss: 0.0311562 | val_loss: 0.0311576 | Time: 1974.08 ms [2022-04-12 23:37:43 main:581] : INFO : Epoch 1840 | loss: 0.0311553 | val_loss: 0.0311586 | Time: 1967.52 ms [2022-04-12 23:37:45 main:581] : INFO : Epoch 1841 | loss: 0.031158 | val_loss: 0.0311559 | Time: 1937.93 ms [2022-04-12 23:37:47 main:581] : INFO : Epoch 1842 | loss: 0.0311568 | val_loss: 0.0311573 | Time: 1940.18 ms [2022-04-12 23:37:49 main:581] : INFO : Epoch 1843 | loss: 0.0311566 | val_loss: 0.0311582 | Time: 2000.68 ms [2022-04-12 23:37:51 main:581] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.0311552 | Time: 1956.61 ms [2022-04-12 23:37:53 main:581] : INFO : Epoch 1845 | loss: 0.0311532 | val_loss: 0.0311618 | Time: 2012.83 ms [2022-04-12 23:37:55 main:581] : INFO : Epoch 1846 | loss: 0.0311526 | val_loss: 0.031176 | Time: 1917.58 ms [2022-04-12 23:37:57 main:581] : INFO : Epoch 1847 | loss: 0.031153 | val_loss: 0.0311801 | Time: 1949.41 ms [2022-04-12 23:37:59 main:581] : INFO : Epoch 1848 | loss: 0.0311589 | val_loss: 0.0311619 | Time: 1997.88 ms [2022-04-12 23:38:01 main:581] : INFO : Epoch 1849 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2012.3 ms [2022-04-12 23:38:03 main:581] : INFO : Epoch 1850 | loss: 0.0311589 | val_loss: 0.0311776 | Time: 1975.73 ms [2022-04-12 23:38:05 main:581] : INFO : Epoch 1851 | loss: 0.031154 | val_loss: 0.0311703 | Time: 1997.36 ms [2022-04-12 23:38:07 main:581] : INFO : Epoch 1852 | loss: 0.0311532 | val_loss: 0.0311751 | Time: 1939.75 ms [2022-04-12 23:38:09 main:581] : INFO : Epoch 1853 | loss: 0.0311523 | val_loss: 0.0311712 | Time: 1970.18 ms [2022-04-12 23:38:11 main:581] : INFO : Epoch 1854 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 1982.31 ms [2022-04-12 23:38:13 main:581] : INFO : Epoch 1855 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 2001.61 ms [2022-04-12 23:38:15 main:581] : INFO : Epoch 1856 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1956.22 ms [2022-04-12 23:38:17 main:581] : INFO : Epoch 1857 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 1960.68 ms [2022-04-12 23:38:19 main:581] : INFO : Epoch 1858 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 2014.15 ms [2022-04-12 23:38:21 main:581] : INFO : Epoch 1859 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 2000.44 ms [2022-04-12 23:38:23 main:581] : INFO : Epoch 1860 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 1982.69 ms [2022-04-12 23:38:25 main:581] : INFO : Epoch 1861 | loss: 0.0311469 | val_loss: 0.03117 | Time: 1977.22 ms [2022-04-12 23:38:27 main:581] : INFO : Epoch 1862 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 1966.77 ms [2022-04-12 23:38:29 main:581] : INFO : Epoch 1863 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 1977.78 ms [2022-04-12 23:38:31 main:581] : INFO : Epoch 1864 | loss: 0.0311469 | val_loss: 0.0311723 | Time: 1949.06 ms [2022-04-12 23:38:33 main:581] : INFO : Epoch 1865 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 1933.36 ms [2022-04-12 23:38:35 main:581] : INFO : Epoch 1866 | loss: 0.0311473 | val_loss: 0.0311805 | Time: 1963.1 ms [2022-04-12 23:38:37 main:581] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311717 | Time: 1949.73 ms [2022-04-12 23:38:39 main:581] : INFO : Epoch 1868 | loss: 0.0311473 | val_loss: 0.0311706 | Time: 2000.82 ms [2022-04-12 23:38:41 main:581] : INFO : Epoch 1869 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 2018.39 ms [2022-04-12 23:38:43 main:581] : INFO : Epoch 1870 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 1987.63 ms [2022-04-12 23:38:45 main:581] : INFO : Epoch 1871 | loss: 0.0311495 | val_loss: 0.031176 | Time: 1920.68 ms [2022-04-12 23:38:47 main:581] : INFO : Epoch 1872 | loss: 0.0311494 | val_loss: 0.0311809 | Time: 1985.41 ms [2022-04-12 23:38:48 main:581] : INFO : Epoch 1873 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 1959.88 ms [2022-04-12 23:38:50 main:581] : INFO : Epoch 1874 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 1985.51 ms [2022-04-12 23:38:52 main:581] : INFO : Epoch 1875 | loss: 0.0311576 | val_loss: 0.0311588 | Time: 1986.68 ms [2022-04-12 23:38:54 main:581] : INFO : Epoch 1876 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 1951.1 ms [2022-04-12 23:38:56 main:581] : INFO : Epoch 1877 | loss: 0.0311542 | val_loss: 0.0311579 | Time: 2011.51 ms [2022-04-12 23:38:58 main:581] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.0311596 | Time: 1956.52 ms [2022-04-12 23:39:00 main:581] : INFO : Epoch 1879 | loss: 0.0311492 | val_loss: 0.0311592 | Time: 1975.36 ms [2022-04-12 23:39:02 main:581] : INFO : Epoch 1880 | loss: 0.0311519 | val_loss: 0.0311597 | Time: 1929.06 ms [2022-04-12 23:39:04 main:581] : INFO : Epoch 1881 | loss: 0.0311511 | val_loss: 0.0311586 | Time: 1990.08 ms [2022-04-12 23:39:06 main:581] : INFO : Epoch 1882 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 1972.93 ms [2022-04-12 23:39:08 main:581] : INFO : Epoch 1883 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 2005.39 ms [2022-04-12 23:39:10 main:581] : INFO : Epoch 1884 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 1979.26 ms [2022-04-12 23:39:12 main:581] : INFO : Epoch 1885 | loss: 0.0311502 | val_loss: 0.0311605 | Time: 1994.7 ms [2022-04-12 23:39:14 main:581] : INFO : Epoch 1886 | loss: 0.0311493 | val_loss: 0.0311597 | Time: 2001.55 ms [2022-04-12 23:39:16 main:581] : INFO : Epoch 1887 | loss: 0.0311483 | val_loss: 0.03116 | Time: 2023.97 ms [2022-04-12 23:39:18 main:581] : INFO : Epoch 1888 | loss: 0.0311478 | val_loss: 0.0311588 | Time: 1969.58 ms [2022-04-12 23:39:20 main:581] : INFO : Epoch 1889 | loss: 0.0311496 | val_loss: 0.0311695 | Time: 1941.35 ms [2022-04-12 23:39:22 main:581] : INFO : Epoch 1890 | loss: 0.0311537 | val_loss: 0.0311577 | Time: 1991.07 ms [2022-04-12 23:39:24 main:581] : INFO : Epoch 1891 | loss: 0.0311505 | val_loss: 0.0311568 | Time: 1936.26 ms [2022-04-12 23:39:26 main:581] : INFO : Epoch 1892 | loss: 0.0311468 | val_loss: 0.0311571 | Time: 1926.5 ms [2022-04-12 23:39:28 main:581] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.0311552 | Time: 1981.5 ms [2022-04-12 23:39:30 main:581] : INFO : Epoch 1894 | loss: 0.0311496 | val_loss: 0.0311786 | Time: 2004.09 ms [2022-04-12 23:39:32 main:581] : INFO : Epoch 1895 | loss: 0.0311542 | val_loss: 0.0311595 | Time: 1945.65 ms [2022-04-12 23:39:34 main:581] : INFO : Epoch 1896 | loss: 0.0311478 | val_loss: 0.0311567 | Time: 1979.56 ms [2022-04-12 23:39:36 main:581] : INFO : Epoch 1897 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 1964.47 ms [2022-04-12 23:39:38 main:581] : INFO : Epoch 1898 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 1957.04 ms [2022-04-12 23:39:40 main:581] : INFO : Epoch 1899 | loss: 0.0311452 | val_loss: 0.0311581 | Time: 1964.27 ms [2022-04-12 23:39:42 main:581] : INFO : Epoch 1900 | loss: 0.0311453 | val_loss: 0.0311542 | Time: 1979.28 ms [2022-04-12 23:39:44 main:581] : INFO : Epoch 1901 | loss: 0.0311463 | val_loss: 0.0311573 | Time: 1974.15 ms [2022-04-12 23:39:46 main:581] : INFO : Epoch 1902 | loss: 0.031146 | val_loss: 0.031159 | Time: 1966.78 ms [2022-04-12 23:39:48 main:581] : INFO : Epoch 1903 | loss: 0.0311454 | val_loss: 0.0311563 | Time: 1960.96 ms [2022-04-12 23:39:50 main:581] : INFO : Epoch 1904 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 1973.86 ms [2022-04-12 23:39:52 main:581] : INFO : Epoch 1905 | loss: 0.0311481 | val_loss: 0.0311575 | Time: 2001.34 ms [2022-04-12 23:39:54 main:581] : INFO : Epoch 1906 | loss: 0.0311467 | val_loss: 0.0311592 | Time: 1989.13 ms [2022-04-12 23:39:56 main:581] : INFO : Epoch 1907 | loss: 0.0311442 | val_loss: 0.0311609 | Time: 1940.88 ms [2022-04-12 23:39:58 main:581] : INFO : Epoch 1908 | loss: 0.0311452 | val_loss: 0.0311656 | Time: 1959.22 ms [2022-04-12 23:40:00 main:581] : INFO : Epoch 1909 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1973.56 ms [2022-04-12 23:40:02 main:581] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311609 | Time: 1975.16 ms [2022-04-12 23:40:03 main:581] : INFO : Epoch 1911 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 1966.03 ms [2022-04-12 23:40:05 main:581] : INFO : Epoch 1912 | loss: 0.0311433 | val_loss: 0.0311625 | Time: 1984.5 ms [2022-04-12 23:40:07 main:581] : INFO : Epoch 1913 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 1946.83 ms [2022-04-12 23:40:09 main:581] : INFO : Epoch 1914 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 1999.28 ms [2022-04-12 23:40:11 main:581] : INFO : Epoch 1915 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1934.83 ms [2022-04-12 23:40:13 main:581] : INFO : Epoch 1916 | loss: 0.031145 | val_loss: 0.0311613 | Time: 2017.9 ms [2022-04-12 23:40:15 main:581] : INFO : Epoch 1917 | loss: 0.0311448 | val_loss: 0.0311601 | Time: 2000.62 ms [2022-04-12 23:40:17 main:581] : INFO : Epoch 1918 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 1974.65 ms [2022-04-12 23:40:19 main:581] : INFO : Epoch 1919 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 1973.05 ms [2022-04-12 23:40:21 main:581] : INFO : Epoch 1920 | loss: 0.0311461 | val_loss: 0.0311584 | Time: 1983.7 ms [2022-04-12 23:40:23 main:581] : INFO : Epoch 1921 | loss: 0.0311498 | val_loss: 0.0311584 | Time: 1995.78 ms [2022-04-12 23:40:25 main:581] : INFO : Epoch 1922 | loss: 0.0311474 | val_loss: 0.0311607 | Time: 1957.05 ms [2022-04-12 23:40:27 main:581] : INFO : Epoch 1923 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 2019.1 ms [2022-04-12 23:40:29 main:581] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.031159 | Time: 2039.65 ms [2022-04-12 23:40:31 main:581] : INFO : Epoch 1925 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 1999.09 ms [2022-04-12 23:40:33 main:581] : INFO : Epoch 1926 | loss: 0.03115 | val_loss: 0.0311617 | Time: 1951.95 ms [2022-04-12 23:40:35 main:581] : INFO : Epoch 1927 | loss: 0.031147 | val_loss: 0.0311575 | Time: 2002.46 ms [2022-04-12 23:40:37 main:581] : INFO : Epoch 1928 | loss: 0.0311443 | val_loss: 0.031158 | Time: 1996.5 ms [2022-04-12 23:40:39 main:581] : INFO : Epoch 1929 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 1940.73 ms [2022-04-12 23:40:41 main:581] : INFO : Epoch 1930 | loss: 0.031147 | val_loss: 0.0311626 | Time: 1981.48 ms [2022-04-12 23:40:43 main:581] : INFO : Epoch 1931 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1935.4 ms [2022-04-12 23:40:45 main:581] : INFO : Epoch 1932 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 1951.14 ms [2022-04-12 23:40:47 main:581] : INFO : Epoch 1933 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 1975.37 ms [2022-04-12 23:40:49 main:581] : INFO : Epoch 1934 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1931.86 ms [2022-04-12 23:40:51 main:581] : INFO : Epoch 1935 | loss: 0.0311452 | val_loss: 0.03116 | Time: 1987.41 ms [2022-04-12 23:40:53 main:581] : INFO : Epoch 1936 | loss: 0.0311447 | val_loss: 0.0311598 | Time: 1977.12 ms [2022-04-12 23:40:55 main:581] : INFO : Epoch 1937 | loss: 0.0311465 | val_loss: 0.031168 | Time: 1975.28 ms [2022-04-12 23:40:57 main:581] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311564 | Time: 1998.32 ms [2022-04-12 23:40:59 main:581] : INFO : Epoch 1939 | loss: 0.031147 | val_loss: 0.0311551 | Time: 2004.4 ms [2022-04-12 23:41:01 main:581] : INFO : Epoch 1940 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 2016.89 ms [2022-04-12 23:41:03 main:581] : INFO : Epoch 1941 | loss: 0.0311464 | val_loss: 0.031168 | Time: 1985.29 ms [2022-04-12 23:41:05 main:581] : INFO : Epoch 1942 | loss: 0.0311456 | val_loss: 0.0311619 | Time: 1983.32 ms [2022-04-12 23:41:07 main:581] : INFO : Epoch 1943 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 1918.66 ms [2022-04-12 23:41:09 main:581] : INFO : Epoch 1944 | loss: 0.0311424 | val_loss: 0.0311551 | Time: 1891.61 ms [2022-04-12 23:41:11 main:581] : INFO : Epoch 1945 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 1964.34 ms [2022-04-12 23:41:13 main:581] : INFO : Epoch 1946 | loss: 0.0311424 | val_loss: 0.031157 | Time: 1943.41 ms [2022-04-12 23:41:15 main:581] : INFO : Epoch 1947 | loss: 0.0311429 | val_loss: 0.0311595 | Time: 1948.84 ms [2022-04-12 23:41:17 main:581] : INFO : Epoch 1948 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 2020.9 ms [2022-04-12 23:41:19 main:581] : INFO : Epoch 1949 | loss: 0.0311429 | val_loss: 0.031157 | Time: 1989.02 ms [2022-04-12 23:41:21 main:581] : INFO : Epoch 1950 | loss: 0.0311422 | val_loss: 0.0311568 | Time: 2029.22 ms [2022-04-12 23:41:23 main:581] : INFO : Epoch 1951 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 1942.6 ms [2022-04-12 23:41:25 main:581] : INFO : Epoch 1952 | loss: 0.0311424 | val_loss: 0.0311557 | Time: 1967.13 ms [2022-04-12 23:41:27 main:581] : INFO : Epoch 1953 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 1988.71 ms [2022-04-12 23:41:28 main:581] : INFO : Epoch 1954 | loss: 0.0311432 | val_loss: 0.03116 | Time: 1917.85 ms [2022-04-12 23:41:30 main:581] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311605 | Time: 1981.39 ms [2022-04-12 23:41:32 main:581] : INFO : Epoch 1956 | loss: 0.0311465 | val_loss: 0.0311584 | Time: 1976.39 ms [2022-04-12 23:41:34 main:581] : INFO : Epoch 1957 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 1928.85 ms [2022-04-12 23:41:36 main:581] : INFO : Epoch 1958 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 1981.23 ms [2022-04-12 23:41:38 main:581] : INFO : Epoch 1959 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1951.96 ms [2022-04-12 23:41:40 main:581] : INFO : Epoch 1960 | loss: 0.0311423 | val_loss: 0.0311565 | Time: 1980.33 ms [2022-04-12 23:41:42 main:581] : INFO : Epoch 1961 | loss: 0.0311424 | val_loss: 0.0311562 | Time: 1969.68 ms [2022-04-12 23:41:44 main:581] : INFO : Epoch 1962 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 1923.58 ms [2022-04-12 23:41:46 main:581] : INFO : Epoch 1963 | loss: 0.0311438 | val_loss: 0.0311579 | Time: 1902.72 ms [2022-04-12 23:41:48 main:581] : INFO : Epoch 1964 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 1946.8 ms [2022-04-12 23:41:50 main:581] : INFO : Epoch 1965 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 1971.19 ms [2022-04-12 23:41:52 main:581] : INFO : Epoch 1966 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 2001.72 ms [2022-04-12 23:41:54 main:581] : INFO : Epoch 1967 | loss: 0.0311408 | val_loss: 0.0311565 | Time: 2007 ms [2022-04-12 23:41:56 main:581] : INFO : Epoch 1968 | loss: 0.03114 | val_loss: 0.0311555 | Time: 1956.32 ms [2022-04-12 23:41:58 main:581] : INFO : Epoch 1969 | loss: 0.0311404 | val_loss: 0.0311536 | Time: 1974.37 ms [2022-04-12 23:42:00 main:581] : INFO : Epoch 1970 | loss: 0.0311412 | val_loss: 0.0311561 | Time: 1969.55 ms [2022-04-12 23:42:02 main:581] : INFO : Epoch 1971 | loss: 0.0311422 | val_loss: 0.0311563 | Time: 1939.35 ms [2022-04-12 23:42:04 main:581] : INFO : Epoch 1972 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 1899.99 ms [2022-04-12 23:42:06 main:581] : INFO : Epoch 1973 | loss: 0.031143 | val_loss: 0.0311541 | Time: 1926.54 ms [2022-04-12 23:42:08 main:581] : INFO : Epoch 1974 | loss: 0.0311439 | val_loss: 0.0311544 | Time: 1961.47 ms [2022-04-12 23:42:10 main:581] : INFO : Epoch 1975 | loss: 0.0311466 | val_loss: 0.0311587 | Time: 2003.32 ms [2022-04-12 23:42:12 main:581] : INFO : Epoch 1976 | loss: 0.0311422 | val_loss: 0.0311535 | Time: 1926.26 ms [2022-04-12 23:42:14 main:581] : INFO : Epoch 1977 | loss: 0.0311416 | val_loss: 0.0311665 | Time: 2001.41 ms [2022-04-12 23:42:16 main:581] : INFO : Epoch 1978 | loss: 0.0311469 | val_loss: 0.0311612 | Time: 1947.19 ms [2022-04-12 23:42:17 main:581] : INFO : Epoch 1979 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 1951.76 ms [2022-04-12 23:42:19 main:581] : INFO : Epoch 1980 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 2001.25 ms [2022-04-12 23:42:21 main:581] : INFO : Epoch 1981 | loss: 0.0311441 | val_loss: 0.0311569 | Time: 2021.01 ms [2022-04-12 23:42:23 main:581] : INFO : Epoch 1982 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 1916.25 ms [2022-04-12 23:42:25 main:581] : INFO : Epoch 1983 | loss: 0.0311438 | val_loss: 0.0311637 | Time: 1929.14 ms [2022-04-12 23:42:27 main:581] : INFO : Epoch 1984 | loss: 0.0311453 | val_loss: 0.0311566 | Time: 1971.68 ms [2022-04-12 23:42:29 main:581] : INFO : Epoch 1985 | loss: 0.0311478 | val_loss: 0.0311562 | Time: 1991.22 ms [2022-04-12 23:42:31 main:581] : INFO : Epoch 1986 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 1981.26 ms [2022-04-12 23:42:33 main:581] : INFO : Epoch 1987 | loss: 0.0311473 | val_loss: 0.0311586 | Time: 1957.79 ms [2022-04-12 23:42:35 main:581] : INFO : Epoch 1988 | loss: 0.0311465 | val_loss: 0.0311624 | Time: 1958.64 ms [2022-04-12 23:42:37 main:581] : INFO : Epoch 1989 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 1955.4 ms [2022-04-12 23:42:39 main:581] : INFO : Epoch 1990 | loss: 0.0311458 | val_loss: 0.0311586 | Time: 1970.57 ms [2022-04-12 23:42:41 main:581] : INFO : Epoch 1991 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 1977.71 ms [2022-04-12 23:42:43 main:581] : INFO : Epoch 1992 | loss: 0.0311451 | val_loss: 0.031161 | Time: 2014.9 ms [2022-04-12 23:42:45 main:581] : INFO : Epoch 1993 | loss: 0.0311449 | val_loss: 0.0311599 | Time: 1974.97 ms [2022-04-12 23:42:47 main:581] : INFO : Epoch 1994 | loss: 0.0311436 | val_loss: 0.0311573 | Time: 1988.23 ms [2022-04-12 23:42:49 main:581] : INFO : Epoch 1995 | loss: 0.0311441 | val_loss: 0.0311646 | Time: 1892.87 ms [2022-04-12 23:42:51 main:581] : INFO : Epoch 1996 | loss: 0.0311435 | val_loss: 0.0311595 | Time: 2005.93 ms [2022-04-12 23:42:53 main:581] : INFO : Epoch 1997 | loss: 0.031142 | val_loss: 0.0311592 | Time: 1996.13 ms [2022-04-12 23:42:55 main:581] : INFO : Epoch 1998 | loss: 0.0311438 | val_loss: 0.0311645 | Time: 1948.8 ms [2022-04-12 23:42:57 main:581] : INFO : Epoch 1999 | loss: 0.0311448 | val_loss: 0.0311572 | Time: 1985.21 ms [2022-04-12 23:42:59 main:581] : INFO : Epoch 2000 | loss: 0.0311439 | val_loss: 0.0311582 | Time: 2006.86 ms [2022-04-12 23:43:01 main:581] : INFO : Epoch 2001 | loss: 0.0311469 | val_loss: 0.031167 | Time: 1969.11 ms [2022-04-12 23:43:03 main:581] : INFO : Epoch 2002 | loss: 0.031147 | val_loss: 0.0311622 | Time: 1955.52 ms [2022-04-12 23:43:05 main:581] : INFO : Epoch 2003 | loss: 0.0311452 | val_loss: 0.0311677 | Time: 1987.86 ms [2022-04-12 23:43:07 main:581] : INFO : Epoch 2004 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 1988.26 ms [2022-04-12 23:43:09 main:581] : INFO : Epoch 2005 | loss: 0.0311441 | val_loss: 0.0311592 | Time: 1972.13 ms [2022-04-12 23:43:11 main:581] : INFO : Epoch 2006 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 1950.95 ms [2022-04-12 23:43:13 main:581] : INFO : Epoch 2007 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 1967.98 ms [2022-04-12 23:43:15 main:581] : INFO : Epoch 2008 | loss: 0.0311439 | val_loss: 0.0311538 | Time: 2036.3 ms [2022-04-12 23:43:17 main:581] : INFO : Epoch 2009 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 1972.01 ms [2022-04-12 23:43:19 main:581] : INFO : Epoch 2010 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 1966.7 ms [2022-04-12 23:43:21 main:581] : INFO : Epoch 2011 | loss: 0.0311505 | val_loss: 0.0311595 | Time: 1992.45 ms [2022-04-12 23:43:23 main:581] : INFO : Epoch 2012 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 1924 ms [2022-04-12 23:43:25 main:581] : INFO : Epoch 2013 | loss: 0.0311475 | val_loss: 0.0311745 | Time: 2015.94 ms [2022-04-12 23:43:27 main:581] : INFO : Epoch 2014 | loss: 0.0311604 | val_loss: 0.0311908 | Time: 1988.95 ms [2022-04-12 23:43:29 main:581] : INFO : Epoch 2015 | loss: 0.0404353 | val_loss: 0.0418657 | Time: 1973.71 ms [2022-04-12 23:43:31 main:581] : INFO : Epoch 2016 | loss: 0.0335615 | val_loss: 0.0320739 | Time: 1975.1 ms [2022-04-12 23:43:32 main:581] : INFO : Epoch 2017 | loss: 0.0315664 | val_loss: 0.0313068 | Time: 1939.46 ms [2022-04-12 23:43:34 main:581] : INFO : Epoch 2018 | loss: 0.031242 | val_loss: 0.0311942 | Time: 1928.44 ms [2022-04-12 23:43:36 main:581] : INFO : Epoch 2019 | loss: 0.0311871 | val_loss: 0.0311781 | Time: 1927 ms [2022-04-12 23:43:38 main:581] : INFO : Epoch 2020 | loss: 0.0311739 | val_loss: 0.0311703 | Time: 2004.51 ms [2022-04-12 23:43:40 main:581] : INFO : Epoch 2021 | loss: 0.0311668 | val_loss: 0.0311685 | Time: 1995.26 ms [2022-04-12 23:43:42 main:581] : INFO : Epoch 2022 | loss: 0.0311647 | val_loss: 0.0311672 | Time: 2005.27 ms [2022-04-12 23:43:44 main:581] : INFO : Epoch 2023 | loss: 0.0311626 | val_loss: 0.0311656 | Time: 1942.96 ms [2022-04-12 23:43:46 main:581] : INFO : Epoch 2024 | loss: 0.0311617 | val_loss: 0.0311644 | Time: 1953.5 ms [2022-04-12 23:43:48 main:581] : INFO : Epoch 2025 | loss: 0.0311603 | val_loss: 0.0311623 | Time: 2005.61 ms [2022-04-12 23:43:50 main:581] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.0311618 | Time: 1989.88 ms [2022-04-12 23:43:52 main:581] : INFO : Epoch 2027 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 2001.48 ms [2022-04-12 23:43:54 main:581] : INFO : Epoch 2028 | loss: 0.031154 | val_loss: 0.0311653 | Time: 1963.75 ms [2022-04-12 23:43:56 main:581] : INFO : Epoch 2029 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 1978.1 ms [2022-04-12 23:43:58 main:581] : INFO : Epoch 2030 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 1949.53 ms [2022-04-12 23:44:00 main:581] : INFO : Epoch 2031 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 2005.85 ms [2022-04-12 23:44:02 main:581] : INFO : Epoch 2032 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 2009.36 ms [2022-04-12 23:44:04 main:581] : INFO : Epoch 2033 | loss: 0.031146 | val_loss: 0.0311614 | Time: 1982.62 ms [2022-04-12 23:44:06 main:581] : INFO : Epoch 2034 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 1945.2 ms [2022-04-12 23:44:08 main:581] : INFO : Epoch 2035 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 2007.97 ms [2022-04-12 23:44:10 main:581] : INFO : Epoch 2036 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 1988.91 ms [2022-04-12 23:44:12 main:581] : INFO : Epoch 2037 | loss: 0.0311449 | val_loss: 0.0311598 | Time: 1977.89 ms [2022-04-12 23:44:14 main:581] : INFO : Epoch 2038 | loss: 0.0311445 | val_loss: 0.0311598 | Time: 1976.32 ms [2022-04-12 23:44:16 main:581] : INFO : Epoch 2039 | loss: 0.0311447 | val_loss: 0.0311598 | Time: 1981.31 ms [2022-04-12 23:44:18 main:581] : INFO : Epoch 2040 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 2016.59 ms [2022-04-12 23:44:20 main:581] : INFO : Epoch 2041 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 2009.87 ms [2022-04-12 23:44:22 main:581] : INFO : Epoch 2042 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 2001.82 ms [2022-04-12 23:44:24 main:581] : INFO : Epoch 2043 | loss: 0.0311466 | val_loss: 0.0311576 | Time: 2009.35 ms [2022-04-12 23:44:26 main:581] : INFO : Epoch 2044 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1974.78 ms [2022-04-12 23:44:28 main:581] : INFO : Epoch 2045 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 1951.95 ms [2022-04-12 23:44:30 main:581] : INFO : Epoch 2046 | loss: 0.0311424 | val_loss: 0.0311651 | Time: 1999.13 ms [2022-04-12 23:44:32 main:581] : INFO : Epoch 2047 | loss: 0.0311425 | val_loss: 0.0311594 | Time: 1968.83 ms [2022-04-12 23:44:34 main:581] : INFO : Epoch 2048 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 2002.27 ms [2022-04-12 23:44:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311595 [2022-04-12 23:44:34 main:610] : INFO : Saving end state to config to file [2022-04-12 23:44:34 main:615] : INFO : Success, exiting.. 23:44:34 (292275): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)