Task 4157382
| Name | ParityMachine-1612382994-15389-2_0 |
| Workunit | 2262985 |
| Created | 23 Feb 2021, 1:57:40 UTC |
| Sent | 5 Mar 2021, 11:35:55 UTC |
| Report deadline | 12 Mar 2021, 11:35:55 UTC |
| Received | 6 Mar 2021, 0:13:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 39 sec |
| CPU time | 1 hours 7 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 6 main:581] : INFO : Epoch 1538 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1962.29 ms [2021-03-05 18:56:38 main:581] : INFO : Epoch 1539 | loss: 0.0311642 | val_loss: 0.0311666 | Time: 2071.81 ms [2021-03-05 18:56:40 main:581] : INFO : Epoch 1540 | loss: 0.031159 | val_loss: 0.0311684 | Time: 1965.51 ms [2021-03-05 18:56:42 main:581] : INFO : Epoch 1541 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 1928.33 ms [2021-03-05 18:56:44 main:581] : INFO : Epoch 1542 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1945.68 ms [2021-03-05 18:56:46 main:581] : INFO : Epoch 1543 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 1959.53 ms [2021-03-05 18:56:48 main:581] : INFO : Epoch 1544 | loss: 0.0311616 | val_loss: 0.0311702 | Time: 1940.67 ms [2021-03-05 18:56:50 main:581] : INFO : Epoch 1545 | loss: 0.031161 | val_loss: 0.0311654 | Time: 1937.68 ms [2021-03-05 18:56:52 main:581] : INFO : Epoch 1546 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1944.89 ms [2021-03-05 18:56:54 main:581] : INFO : Epoch 1547 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 1964.43 ms [2021-03-05 18:56:56 main:581] : INFO : Epoch 1548 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 1957.25 ms [2021-03-05 18:56:58 main:581] : INFO : Epoch 1549 | loss: 0.0311651 | val_loss: 0.0311693 | Time: 1950.02 ms [2021-03-05 18:56:59 main:581] : INFO : Epoch 1550 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 1984.85 ms [2021-03-05 18:57:01 main:581] : INFO : Epoch 1551 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 1970.13 ms [2021-03-05 18:57:03 main:581] : INFO : Epoch 1552 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 1971.17 ms [2021-03-05 18:57:05 main:581] : INFO : Epoch 1553 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 1973.34 ms [2021-03-05 18:57:07 main:581] : INFO : Epoch 1554 | loss: 0.0311592 | val_loss: 0.0311656 | Time: 1987.42 ms [2021-03-05 18:57:09 main:581] : INFO : Epoch 1555 | loss: 0.0311575 | val_loss: 0.0311626 | Time: 1972.06 ms [2021-03-05 18:57:11 main:581] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1959.28 ms [2021-03-05 18:57:13 main:581] : INFO : Epoch 1557 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 1932.36 ms [2021-03-05 18:57:15 main:581] : INFO : Epoch 1558 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 1949.72 ms [2021-03-05 18:57:17 main:581] : INFO : Epoch 1559 | loss: 0.0311626 | val_loss: 0.031166 | Time: 1922.93 ms [2021-03-05 18:57:19 main:581] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 1919.69 ms [2021-03-05 18:57:21 main:581] : INFO : Epoch 1561 | loss: 0.0311595 | val_loss: 0.0311651 | Time: 1975.57 ms [2021-03-05 18:57:23 main:581] : INFO : Epoch 1562 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2207.43 ms [2021-03-05 18:57:26 main:581] : INFO : Epoch 1563 | loss: 0.031157 | val_loss: 0.0311637 | Time: 2312.47 ms [2021-03-05 18:57:28 main:581] : INFO : Epoch 1564 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 2282.26 ms [2021-03-05 18:57:30 main:581] : INFO : Epoch 1565 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 2260.57 ms [2021-03-05 18:57:32 main:581] : INFO : Epoch 1566 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 2173.14 ms [2021-03-05 18:57:34 main:581] : INFO : Epoch 1567 | loss: 0.0311598 | val_loss: 0.031164 | Time: 1959.48 ms [2021-03-05 18:57:36 main:581] : INFO : Epoch 1568 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 2097.59 ms [2021-03-05 18:57:38 main:581] : INFO : Epoch 1569 | loss: 0.0311589 | val_loss: 0.0311633 | Time: 1929.82 ms [2021-03-05 18:57:40 main:581] : INFO : Epoch 1570 | loss: 0.031159 | val_loss: 0.031165 | Time: 1988.08 ms [2021-03-05 18:57:42 main:581] : INFO : Epoch 1571 | loss: 0.0311588 | val_loss: 0.0311622 | Time: 1988.57 ms [2021-03-05 18:57:44 main:581] : INFO : Epoch 1572 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 1983.8 ms [2021-03-05 18:57:46 main:581] : INFO : Epoch 1573 | loss: 0.0311578 | val_loss: 0.031162 | Time: 2049.73 ms [2021-03-05 18:57:49 main:581] : INFO : Epoch 1574 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 2254.39 ms [2021-03-05 18:57:50 main:581] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311631 | Time: 1968.31 ms [2021-03-05 18:57:52 main:581] : INFO : Epoch 1576 | loss: 0.0311599 | val_loss: 0.0311643 | Time: 1933.52 ms [2021-03-05 18:57:54 main:581] : INFO : Epoch 1577 | loss: 0.0311616 | val_loss: 0.0311631 | Time: 1922.19 ms [2021-03-05 18:57:56 main:581] : INFO : Epoch 1578 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1981.3 ms [2021-03-05 18:57:58 main:581] : INFO : Epoch 1579 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 1960.89 ms [2021-03-05 18:58:00 main:581] : INFO : Epoch 1580 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1959.26 ms [2021-03-05 18:58:02 main:581] : INFO : Epoch 1581 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 1950.28 ms [2021-03-05 18:58:04 main:581] : INFO : Epoch 1582 | loss: 0.0311563 | val_loss: 0.0311627 | Time: 1966.32 ms [2021-03-05 18:58:06 main:581] : INFO : Epoch 1583 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 1920.22 ms [2021-03-05 18:58:08 main:581] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311612 | Time: 1905.96 ms [2021-03-05 18:58:10 main:581] : INFO : Epoch 1585 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 1956.27 ms [2021-03-05 18:58:12 main:581] : INFO : Epoch 1586 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 1958.95 ms [2021-03-05 18:58:14 main:581] : INFO : Epoch 1587 | loss: 0.0311568 | val_loss: 0.0311623 | Time: 1943.46 ms [2021-03-05 18:58:16 main:581] : INFO : Epoch 1588 | loss: 0.0311543 | val_loss: 0.0311609 | Time: 1963.49 ms [2021-03-05 18:58:18 main:581] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311624 | Time: 1948.55 ms [2021-03-05 18:58:20 main:581] : INFO : Epoch 1590 | loss: 0.0311553 | val_loss: 0.031166 | Time: 1924.51 ms [2021-03-05 18:58:22 main:581] : INFO : Epoch 1591 | loss: 0.0311561 | val_loss: 0.0311606 | Time: 1912.66 ms [2021-03-05 18:58:24 main:581] : INFO : Epoch 1592 | loss: 0.0311567 | val_loss: 0.0311634 | Time: 1917.13 ms [2021-03-05 18:58:25 main:581] : INFO : Epoch 1593 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 1951.26 ms [2021-03-05 18:58:27 main:581] : INFO : Epoch 1594 | loss: 0.0311541 | val_loss: 0.0311642 | Time: 1938.14 ms [2021-03-05 18:58:29 main:581] : INFO : Epoch 1595 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 1905.87 ms [2021-03-05 18:58:31 main:581] : INFO : Epoch 1596 | loss: 0.0311556 | val_loss: 0.0311625 | Time: 1966.85 ms [2021-03-05 18:58:33 main:581] : INFO : Epoch 1597 | loss: 0.0311591 | val_loss: 0.0311761 | Time: 1961.37 ms [2021-03-05 18:58:35 main:581] : INFO : Epoch 1598 | loss: 0.0311589 | val_loss: 0.031166 | Time: 2209.26 ms [2021-03-05 18:58:38 main:581] : INFO : Epoch 1599 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 2090.1 ms [2021-03-05 18:58:39 main:581] : INFO : Epoch 1600 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 1917.01 ms [2021-03-05 18:58:41 main:581] : INFO : Epoch 1601 | loss: 0.0311585 | val_loss: 0.0311605 | Time: 1928.83 ms [2021-03-05 18:58:43 main:581] : INFO : Epoch 1602 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 1922.33 ms [2021-03-05 18:58:45 main:581] : INFO : Epoch 1603 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 1936.13 ms [2021-03-05 18:58:47 main:581] : INFO : Epoch 1604 | loss: 0.0311527 | val_loss: 0.0311629 | Time: 1894.7 ms [2021-03-05 18:58:49 main:581] : INFO : Epoch 1605 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 1902.36 ms [2021-03-05 18:58:51 main:581] : INFO : Epoch 1606 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 1941.54 ms [2021-03-05 18:58:53 main:581] : INFO : Epoch 1607 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 2129.56 ms [2021-03-05 18:58:55 main:581] : INFO : Epoch 1608 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2220.24 ms [2021-03-05 18:58:58 main:581] : INFO : Epoch 1609 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 2270.12 ms [2021-03-05 18:59:00 main:581] : INFO : Epoch 1610 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 2270.21 ms [2021-03-05 18:59:02 main:581] : INFO : Epoch 1611 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 2172.51 ms [2021-03-05 18:59:04 main:581] : INFO : Epoch 1612 | loss: 0.0311541 | val_loss: 0.0311695 | Time: 1991.84 ms [2021-03-05 18:59:06 main:581] : INFO : Epoch 1613 | loss: 0.0311562 | val_loss: 0.0311642 | Time: 1957.81 ms [2021-03-05 18:59:08 main:581] : INFO : Epoch 1614 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 1932 ms [2021-03-05 18:59:10 main:581] : INFO : Epoch 1615 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1912.98 ms [2021-03-05 18:59:12 main:581] : INFO : Epoch 1616 | loss: 0.0311535 | val_loss: 0.031161 | Time: 1966.06 ms [2021-03-05 18:59:14 main:581] : INFO : Epoch 1617 | loss: 0.0311521 | val_loss: 0.0311597 | Time: 1926.36 ms [2021-03-05 18:59:16 main:581] : INFO : Epoch 1618 | loss: 0.031155 | val_loss: 0.0311589 | Time: 1975.52 ms [2021-03-05 18:59:18 main:581] : INFO : Epoch 1619 | loss: 0.0311541 | val_loss: 0.031159 | Time: 1987.17 ms [2021-03-05 18:59:20 main:581] : INFO : Epoch 1620 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 1937.45 ms [2021-03-05 18:59:22 main:581] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311648 | Time: 1921.21 ms [2021-03-05 18:59:24 main:581] : INFO : Epoch 1622 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 1948.17 ms [2021-03-05 18:59:25 main:581] : INFO : Epoch 1623 | loss: 0.0311547 | val_loss: 0.031167 | Time: 1898.12 ms [2021-03-05 18:59:27 main:581] : INFO : Epoch 1624 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 1908.7 ms [2021-03-05 18:59:29 main:581] : INFO : Epoch 1625 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 2070.76 ms [2021-03-05 18:59:31 main:581] : INFO : Epoch 1626 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 1953.51 ms [2021-03-05 18:59:33 main:581] : INFO : Epoch 1627 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 1917.75 ms [2021-03-05 18:59:35 main:581] : INFO : Epoch 1628 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 1956.41 ms [2021-03-05 18:59:37 main:581] : INFO : Epoch 1629 | loss: 0.03115 | val_loss: 0.0311614 | Time: 2039.44 ms [2021-03-05 18:59:39 main:581] : INFO : Epoch 1630 | loss: 0.0311505 | val_loss: 0.0311605 | Time: 2198.58 ms [2021-03-05 18:59:41 main:581] : INFO : Epoch 1631 | loss: 0.0311537 | val_loss: 0.0311692 | Time: 1913.23 ms [2021-03-05 18:59:43 main:581] : INFO : Epoch 1632 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 1955.94 ms [2021-03-05 18:59:45 main:581] : INFO : Epoch 1633 | loss: 0.031154 | val_loss: 0.0311591 | Time: 1958.97 ms [2021-03-05 18:59:47 main:581] : INFO : Epoch 1634 | loss: 0.0311519 | val_loss: 0.0311605 | Time: 1923.83 ms [2021-03-05 18:59:49 main:581] : INFO : Epoch 1635 | loss: 0.031153 | val_loss: 0.0311622 | Time: 2065.18 ms [2021-03-05 18:59:51 main:581] : INFO : Epoch 1636 | loss: 0.0311557 | val_loss: 0.0311619 | Time: 2084.33 ms [2021-03-05 18:59:53 main:581] : INFO : Epoch 1637 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 1990.33 ms [2021-03-05 18:59:55 main:581] : INFO : Epoch 1638 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 1970.49 ms [2021-03-05 18:59:57 main:581] : INFO : Epoch 1639 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1983.06 ms [2021-03-05 18:59:59 main:581] : INFO : Epoch 1640 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 1925.92 ms [2021-03-05 19:00:01 main:581] : INFO : Epoch 1641 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 1967.59 ms [2021-03-05 19:00:03 main:581] : INFO : Epoch 1642 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 1943.36 ms [2021-03-05 19:00:05 main:581] : INFO : Epoch 1643 | loss: 0.0311531 | val_loss: 0.03116 | Time: 1960.03 ms [2021-03-05 19:00:07 main:581] : INFO : Epoch 1644 | loss: 0.0311535 | val_loss: 0.0311587 | Time: 1961.81 ms [2021-03-05 19:00:09 main:581] : INFO : Epoch 1645 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 1927.23 ms [2021-03-05 19:00:11 main:581] : INFO : Epoch 1646 | loss: 0.0311577 | val_loss: 0.0311593 | Time: 1907.52 ms [2021-03-05 19:00:13 main:581] : INFO : Epoch 1647 | loss: 0.0311546 | val_loss: 0.0311591 | Time: 1914.69 ms [2021-03-05 19:00:15 main:581] : INFO : Epoch 1648 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 1960.71 ms [2021-03-05 19:00:17 main:581] : INFO : Epoch 1649 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 1964.71 ms [2021-03-05 19:00:19 main:581] : INFO : Epoch 1650 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 1964.11 ms [2021-03-05 19:00:21 main:581] : INFO : Epoch 1651 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 1935.84 ms [2021-03-05 19:00:23 main:581] : INFO : Epoch 1652 | loss: 0.0311519 | val_loss: 0.03116 | Time: 1977.71 ms [2021-03-05 19:00:25 main:581] : INFO : Epoch 1653 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 1956.69 ms [2021-03-05 19:00:26 main:581] : INFO : Epoch 1654 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 1899.43 ms [2021-03-05 19:00:28 main:581] : INFO : Epoch 1655 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 1950.42 ms [2021-03-05 19:00:30 main:581] : INFO : Epoch 1656 | loss: 0.0311493 | val_loss: 0.031159 | Time: 1962.67 ms [2021-03-05 19:00:32 main:581] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311597 | Time: 1951.76 ms [2021-03-05 19:00:34 main:581] : INFO : Epoch 1658 | loss: 0.0311521 | val_loss: 0.0311582 | Time: 1972.5 ms [2021-03-05 19:00:36 main:581] : INFO : Epoch 1659 | loss: 0.0311515 | val_loss: 0.0311632 | Time: 1936.43 ms [2021-03-05 19:00:38 main:581] : INFO : Epoch 1660 | loss: 0.0311518 | val_loss: 0.0311583 | Time: 1942.85 ms [2021-03-05 19:00:40 main:581] : INFO : Epoch 1661 | loss: 0.0311512 | val_loss: 0.0311639 | Time: 1992.68 ms [2021-03-05 19:00:42 main:581] : INFO : Epoch 1662 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 1988.42 ms [2021-03-05 19:00:44 main:581] : INFO : Epoch 1663 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 1974.93 ms [2021-03-05 19:00:46 main:581] : INFO : Epoch 1664 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 1935.22 ms [2021-03-05 19:00:48 main:581] : INFO : Epoch 1665 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 1913.72 ms [2021-03-05 19:00:50 main:581] : INFO : Epoch 1666 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 1918.54 ms [2021-03-05 19:00:52 main:581] : INFO : Epoch 1667 | loss: 0.0311512 | val_loss: 0.031161 | Time: 1954.59 ms [2021-03-05 19:00:54 main:581] : INFO : Epoch 1668 | loss: 0.0311533 | val_loss: 0.0311631 | Time: 1975.32 ms [2021-03-05 19:00:56 main:581] : INFO : Epoch 1669 | loss: 0.031151 | val_loss: 0.0311572 | Time: 1906.86 ms [2021-03-05 19:00:58 main:581] : INFO : Epoch 1670 | loss: 0.0311534 | val_loss: 0.0311732 | Time: 2023.3 ms [2021-03-05 19:01:00 main:581] : INFO : Epoch 1671 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 1924.79 ms [2021-03-05 19:01:02 main:581] : INFO : Epoch 1672 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1972.19 ms [2021-03-05 19:01:04 main:581] : INFO : Epoch 1673 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 1906.28 ms [2021-03-05 19:01:06 main:581] : INFO : Epoch 1674 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 1955.58 ms [2021-03-05 19:01:07 main:581] : INFO : Epoch 1675 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 1956.45 ms [2021-03-05 19:01:09 main:581] : INFO : Epoch 1676 | loss: 0.0311532 | val_loss: 0.0311596 | Time: 1915.44 ms [2021-03-05 19:01:11 main:581] : INFO : Epoch 1677 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 1950.91 ms [2021-03-05 19:01:13 main:581] : INFO : Epoch 1678 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 1961 ms [2021-03-05 19:01:15 main:581] : INFO : Epoch 1679 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 1949.8 ms [2021-03-05 19:01:17 main:581] : INFO : Epoch 1680 | loss: 0.0311488 | val_loss: 0.031171 | Time: 1953.04 ms [2021-03-05 19:01:19 main:581] : INFO : Epoch 1681 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1952.5 ms [2021-03-05 19:01:21 main:581] : INFO : Epoch 1682 | loss: 0.0311498 | val_loss: 0.0311616 | Time: 2085.71 ms [2021-03-05 19:01:23 main:581] : INFO : Epoch 1683 | loss: 0.0311511 | val_loss: 0.0311674 | Time: 2233.21 ms [2021-03-05 19:01:25 main:581] : INFO : Epoch 1684 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 1997.31 ms [2021-03-05 19:01:28 main:581] : INFO : Epoch 1685 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 2183.8 ms [2021-03-05 19:01:30 main:581] : INFO : Epoch 1686 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1985.3 ms [2021-03-05 19:01:32 main:581] : INFO : Epoch 1687 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 1976.05 ms [2021-03-05 19:01:34 main:581] : INFO : Epoch 1688 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 1907.73 ms [2021-03-05 19:01:35 main:581] : INFO : Epoch 1689 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 1955.51 ms [2021-03-05 19:01:37 main:581] : INFO : Epoch 1690 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 1959.09 ms [2021-03-05 19:01:39 main:581] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.0311672 | Time: 1948.65 ms [2021-03-05 19:01:41 main:581] : INFO : Epoch 1692 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 1961.29 ms [2021-03-05 19:01:43 main:581] : INFO : Epoch 1693 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1971 ms [2021-03-05 19:01:45 main:581] : INFO : Epoch 1694 | loss: 0.0311604 | val_loss: 0.0311649 | Time: 1967.58 ms [2021-03-05 19:01:47 main:581] : INFO : Epoch 1695 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1902.17 ms [2021-03-05 19:01:49 main:581] : INFO : Epoch 1696 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 1956.18 ms [2021-03-05 19:01:51 main:581] : INFO : Epoch 1697 | loss: 0.03116 | val_loss: 0.0311644 | Time: 1959.58 ms [2021-03-05 19:01:53 main:581] : INFO : Epoch 1698 | loss: 0.0311597 | val_loss: 0.0311625 | Time: 1980.67 ms [2021-03-05 19:01:55 main:581] : INFO : Epoch 1699 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 2006.83 ms [2021-03-05 19:01:57 main:581] : INFO : Epoch 1700 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 2059.11 ms [2021-03-05 19:01:59 main:581] : INFO : Epoch 1701 | loss: 0.0311563 | val_loss: 0.0311642 | Time: 2049.03 ms [2021-03-05 19:02:01 main:581] : INFO : Epoch 1702 | loss: 0.0311573 | val_loss: 0.0311611 | Time: 1932.94 ms [2021-03-05 19:02:03 main:581] : INFO : Epoch 1703 | loss: 0.031158 | val_loss: 0.0311636 | Time: 1912.18 ms [2021-03-05 19:02:05 main:581] : INFO : Epoch 1704 | loss: 0.0311562 | val_loss: 0.0311612 | Time: 2133.15 ms [2021-03-05 19:02:07 main:581] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311612 | Time: 1922.51 ms [2021-03-05 19:02:09 main:581] : INFO : Epoch 1706 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2068.93 ms [2021-03-05 19:02:11 main:581] : INFO : Epoch 1707 | loss: 0.0311586 | val_loss: 0.0311617 | Time: 1907.75 ms [2021-03-05 19:02:13 main:581] : INFO : Epoch 1708 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 1953.92 ms [2021-03-05 19:02:15 main:581] : INFO : Epoch 1709 | loss: 0.0311595 | val_loss: 0.031161 | Time: 1972.44 ms [2021-03-05 19:02:17 main:581] : INFO : Epoch 1710 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 2066.41 ms [2021-03-05 19:02:19 main:581] : INFO : Epoch 1711 | loss: 0.0311564 | val_loss: 0.0311627 | Time: 2006.56 ms [2021-03-05 19:02:21 main:581] : INFO : Epoch 1712 | loss: 0.0311544 | val_loss: 0.031162 | Time: 2158.64 ms [2021-03-05 19:02:24 main:581] : INFO : Epoch 1713 | loss: 0.0311536 | val_loss: 0.0311619 | Time: 2309.97 ms [2021-03-05 19:02:26 main:581] : INFO : Epoch 1714 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 2107.15 ms [2021-03-05 19:02:28 main:581] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.031166 | Time: 1987.7 ms [2021-03-05 19:02:30 main:581] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 2173.46 ms [2021-03-05 19:02:32 main:581] : INFO : Epoch 1717 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 1958 ms [2021-03-05 19:02:34 main:581] : INFO : Epoch 1718 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 1929.12 ms [2021-03-05 19:02:36 main:581] : INFO : Epoch 1719 | loss: 0.0311566 | val_loss: 0.03117 | Time: 1917.37 ms [2021-03-05 19:02:38 main:581] : INFO : Epoch 1720 | loss: 0.0311605 | val_loss: 0.0311732 | Time: 1905.38 ms [2021-03-05 19:02:39 main:581] : INFO : Epoch 1721 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1912.2 ms [2021-03-05 19:02:41 main:581] : INFO : Epoch 1722 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1908.66 ms [2021-03-05 19:02:43 main:581] : INFO : Epoch 1723 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 1967.48 ms [2021-03-05 19:02:45 main:581] : INFO : Epoch 1724 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 1961.62 ms [2021-03-05 19:02:47 main:581] : INFO : Epoch 1725 | loss: 0.0311616 | val_loss: 0.031165 | Time: 1953.97 ms [2021-03-05 19:02:49 main:581] : INFO : Epoch 1726 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 1929.3 ms [2021-03-05 19:02:51 main:581] : INFO : Epoch 1727 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1968.14 ms [2021-03-05 19:02:53 main:581] : INFO : Epoch 1728 | loss: 0.03116 | val_loss: 0.0311762 | Time: 1956.95 ms [2021-03-05 19:02:55 main:581] : INFO : Epoch 1729 | loss: 0.0311624 | val_loss: 0.031173 | Time: 1935.01 ms [2021-03-05 19:02:57 main:581] : INFO : Epoch 1730 | loss: 0.031159 | val_loss: 0.0311652 | Time: 1945.95 ms [2021-03-05 19:02:59 main:581] : INFO : Epoch 1731 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 1929.67 ms [2021-03-05 19:03:01 main:581] : INFO : Epoch 1732 | loss: 0.0311567 | val_loss: 0.0311627 | Time: 1898.6 ms [2021-03-05 19:03:03 main:581] : INFO : Epoch 1733 | loss: 0.0311561 | val_loss: 0.0311632 | Time: 1900.61 ms [2021-03-05 19:03:05 main:581] : INFO : Epoch 1734 | loss: 0.031158 | val_loss: 0.0311649 | Time: 1941.73 ms [2021-03-05 19:03:07 main:581] : INFO : Epoch 1735 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 1921.35 ms [2021-03-05 19:03:09 main:581] : INFO : Epoch 1736 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1940.64 ms [2021-03-05 19:03:10 main:581] : INFO : Epoch 1737 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 1921.28 ms [2021-03-05 19:03:12 main:581] : INFO : Epoch 1738 | loss: 0.031164 | val_loss: 0.0311685 | Time: 1911.13 ms [2021-03-05 19:03:14 main:581] : INFO : Epoch 1739 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 1952.92 ms [2021-03-05 19:03:16 main:581] : INFO : Epoch 1740 | loss: 0.0311619 | val_loss: 0.031166 | Time: 1902.99 ms [2021-03-05 19:03:18 main:581] : INFO : Epoch 1741 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 1942.68 ms [2021-03-05 19:03:20 main:581] : INFO : Epoch 1742 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 1935.01 ms [2021-03-05 19:03:22 main:581] : INFO : Epoch 1743 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1974.38 ms [2021-03-05 19:03:24 main:581] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 1972.93 ms [2021-03-05 19:03:26 main:581] : INFO : Epoch 1745 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 1965.5 ms [2021-03-05 19:03:28 main:581] : INFO : Epoch 1746 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 1976.27 ms [2021-03-05 19:03:30 main:581] : INFO : Epoch 1747 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 1967.86 ms [2021-03-05 19:03:32 main:581] : INFO : Epoch 1748 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 1965.29 ms [2021-03-05 19:03:34 main:581] : INFO : Epoch 1749 | loss: 0.0311576 | val_loss: 0.0311657 | Time: 1957.54 ms [2021-03-05 19:03:36 main:581] : INFO : Epoch 1750 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 1909.51 ms [2021-03-05 19:03:38 main:581] : INFO : Epoch 1751 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 1941.71 ms [2021-03-05 19:03:40 main:581] : INFO : Epoch 1752 | loss: 0.031157 | val_loss: 0.0311647 | Time: 2034.69 ms [2021-03-05 19:03:42 main:581] : INFO : Epoch 1753 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1951.28 ms [2021-03-05 19:03:44 main:581] : INFO : Epoch 1754 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 2164.11 ms [2021-03-05 19:03:46 main:581] : INFO : Epoch 1755 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 2001.97 ms [2021-03-05 19:03:48 main:581] : INFO : Epoch 1756 | loss: 0.0311579 | val_loss: 0.031167 | Time: 2090.15 ms [2021-03-05 19:03:50 main:581] : INFO : Epoch 1757 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 2190.04 ms [2021-03-05 19:03:52 main:581] : INFO : Epoch 1758 | loss: 0.0311595 | val_loss: 0.0311647 | Time: 1943.59 ms [2021-03-05 19:03:54 main:581] : INFO : Epoch 1759 | loss: 0.0311567 | val_loss: 0.0311634 | Time: 2066.32 ms [2021-03-05 19:03:56 main:581] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 2319.07 ms [2021-03-05 19:03:58 main:581] : INFO : Epoch 1761 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 2002.21 ms [2021-03-05 19:04:01 main:581] : INFO : Epoch 1762 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 2304.3 ms [2021-03-05 19:04:03 main:581] : INFO : Epoch 1763 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 2044.83 ms [2021-03-05 19:04:05 main:581] : INFO : Epoch 1764 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 1986.09 ms [2021-03-05 19:04:07 main:581] : INFO : Epoch 1765 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 1957.02 ms [2021-03-05 19:04:09 main:581] : INFO : Epoch 1766 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1986.71 ms [2021-03-05 19:04:11 main:581] : INFO : Epoch 1767 | loss: 0.0311784 | val_loss: 0.031178 | Time: 1969.45 ms [2021-03-05 19:04:13 main:581] : INFO : Epoch 1768 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1943.17 ms [2021-03-05 19:04:15 main:581] : INFO : Epoch 1769 | loss: 0.0311793 | val_loss: 0.0311739 | Time: 1966.5 ms [2021-03-05 19:04:17 main:581] : INFO : Epoch 1770 | loss: 0.0311782 | val_loss: 0.0311744 | Time: 1958.87 ms [2021-03-05 19:04:19 main:581] : INFO : Epoch 1771 | loss: 0.0311743 | val_loss: 0.0311721 | Time: 1953.6 ms [2021-03-05 19:04:21 main:581] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1955.56 ms [2021-03-05 19:04:22 main:581] : INFO : Epoch 1773 | loss: 0.031173 | val_loss: 0.031176 | Time: 1948.49 ms [2021-03-05 19:04:24 main:581] : INFO : Epoch 1774 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 1931.24 ms [2021-03-05 19:04:26 main:581] : INFO : Epoch 1775 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1970.08 ms [2021-03-05 19:04:28 main:581] : INFO : Epoch 1776 | loss: 0.0311712 | val_loss: 0.0311725 | Time: 1968.27 ms [2021-03-05 19:04:30 main:581] : INFO : Epoch 1777 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 1963.25 ms [2021-03-05 19:04:32 main:581] : INFO : Epoch 1778 | loss: 0.0311697 | val_loss: 0.0311712 | Time: 1980.48 ms [2021-03-05 19:04:34 main:581] : INFO : Epoch 1779 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 1930.74 ms [2021-03-05 19:04:36 main:581] : INFO : Epoch 1780 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 2167.35 ms [2021-03-05 19:04:38 main:581] : INFO : Epoch 1781 | loss: 0.0311708 | val_loss: 0.0311719 | Time: 1962.85 ms [2021-03-05 19:04:40 main:581] : INFO : Epoch 1782 | loss: 0.0311687 | val_loss: 0.03118 | Time: 2067.89 ms [2021-03-05 19:04:42 main:581] : INFO : Epoch 1783 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 2021.54 ms [2021-03-05 19:04:44 main:581] : INFO : Epoch 1784 | loss: 0.031169 | val_loss: 0.0311717 | Time: 1983.28 ms [2021-03-05 19:04:46 main:581] : INFO : Epoch 1785 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 1906.53 ms [2021-03-05 19:04:48 main:581] : INFO : Epoch 1786 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 1966.04 ms [2021-03-05 19:04:50 main:581] : INFO : Epoch 1787 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1941.85 ms [2021-03-05 19:04:52 main:581] : INFO : Epoch 1788 | loss: 0.031169 | val_loss: 0.0311725 | Time: 1927.8 ms [2021-03-05 19:04:54 main:581] : INFO : Epoch 1789 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 1954.26 ms [2021-03-05 19:04:56 main:581] : INFO : Epoch 1790 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1930.09 ms [2021-03-05 19:04:58 main:581] : INFO : Epoch 1791 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 1940.69 ms [2021-03-05 19:05:00 main:581] : INFO : Epoch 1792 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 1972.41 ms [2021-03-05 19:05:02 main:581] : INFO : Epoch 1793 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1922.3 ms [2021-03-05 19:05:04 main:581] : INFO : Epoch 1794 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1980.31 ms [2021-03-05 19:05:06 main:581] : INFO : Epoch 1795 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1982.35 ms [2021-03-05 19:05:08 main:581] : INFO : Epoch 1796 | loss: 0.0311667 | val_loss: 0.0311697 | Time: 1907.19 ms [2021-03-05 19:05:10 main:581] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1926.77 ms [2021-03-05 19:05:12 main:581] : INFO : Epoch 1798 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 1982.75 ms [2021-03-05 19:05:14 main:581] : INFO : Epoch 1799 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 2005.93 ms [2021-03-05 19:05:16 main:581] : INFO : Epoch 1800 | loss: 0.031167 | val_loss: 0.0311728 | Time: 1910.76 ms [2021-03-05 19:05:18 main:581] : INFO : Epoch 1801 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 1987.13 ms [2021-03-05 19:05:20 main:581] : INFO : Epoch 1802 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 2007.73 ms [2021-03-05 19:05:21 main:581] : INFO : Epoch 1803 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 1904.56 ms [2021-03-05 19:05:23 main:581] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 1905.33 ms [2021-03-05 19:05:25 main:581] : INFO : Epoch 1805 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1909.84 ms [2021-03-05 19:05:27 main:581] : INFO : Epoch 1806 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 1898.29 ms [2021-03-05 19:05:29 main:581] : INFO : Epoch 1807 | loss: 0.031168 | val_loss: 0.0311705 | Time: 1962.47 ms [2021-03-05 19:05:31 main:581] : INFO : Epoch 1808 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 1947.65 ms [2021-03-05 19:05:33 main:581] : INFO : Epoch 1809 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1914.26 ms [2021-03-05 19:05:35 main:581] : INFO : Epoch 1810 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1919.53 ms [2021-03-05 19:05:37 main:581] : INFO : Epoch 1811 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 1983.53 ms [2021-03-05 19:05:39 main:581] : INFO : Epoch 1812 | loss: 0.031169 | val_loss: 0.031175 | Time: 1977.41 ms [2021-03-05 19:05:41 main:581] : INFO : Epoch 1813 | loss: 0.0311691 | val_loss: 0.031172 | Time: 1982.6 ms [2021-03-05 19:05:43 main:581] : INFO : Epoch 1814 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 1972.17 ms [2021-03-05 19:05:45 main:581] : INFO : Epoch 1815 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 2117.56 ms [2021-03-05 19:05:47 main:581] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 2337.97 ms [2021-03-05 19:05:50 main:581] : INFO : Epoch 1817 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2305.29 ms [2021-03-05 19:05:52 main:581] : INFO : Epoch 1818 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 2046.42 ms [2021-03-05 19:05:54 main:581] : INFO : Epoch 1819 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 2218.71 ms [2021-03-05 19:05:56 main:581] : INFO : Epoch 1820 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 2045.23 ms [2021-03-05 19:05:58 main:581] : INFO : Epoch 1821 | loss: 0.0311656 | val_loss: 0.0311692 | Time: 1972.05 ms [2021-03-05 19:06:00 main:581] : INFO : Epoch 1822 | loss: 0.0311684 | val_loss: 0.0311694 | Time: 1983.6 ms [2021-03-05 19:06:02 main:581] : INFO : Epoch 1823 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 1964.71 ms [2021-03-05 19:06:04 main:581] : INFO : Epoch 1824 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 1945.84 ms [2021-03-05 19:06:06 main:581] : INFO : Epoch 1825 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1907.18 ms [2021-03-05 19:06:08 main:581] : INFO : Epoch 1826 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 1952.06 ms [2021-03-05 19:06:10 main:581] : INFO : Epoch 1827 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 1981.35 ms [2021-03-05 19:06:12 main:581] : INFO : Epoch 1828 | loss: 0.031162 | val_loss: 0.0311699 | Time: 1898.4 ms [2021-03-05 19:06:13 main:581] : INFO : Epoch 1829 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1971.49 ms [2021-03-05 19:06:15 main:581] : INFO : Epoch 1830 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 1957.06 ms [2021-03-05 19:06:17 main:581] : INFO : Epoch 1831 | loss: 0.0311622 | val_loss: 0.031176 | Time: 1933.79 ms [2021-03-05 19:06:19 main:581] : INFO : Epoch 1832 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 1951.58 ms [2021-03-05 19:06:21 main:581] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.03117 | Time: 1993.37 ms [2021-03-05 19:06:23 main:581] : INFO : Epoch 1834 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 1958.59 ms [2021-03-05 19:06:25 main:581] : INFO : Epoch 1835 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 1958.14 ms [2021-03-05 19:06:27 main:581] : INFO : Epoch 1836 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 1951.42 ms [2021-03-05 19:06:29 main:581] : INFO : Epoch 1837 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 1978.68 ms [2021-03-05 19:06:31 main:581] : INFO : Epoch 1838 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 1996.05 ms [2021-03-05 19:06:33 main:581] : INFO : Epoch 1839 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 2068.24 ms [2021-03-05 19:06:35 main:581] : INFO : Epoch 1840 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 1975.95 ms [2021-03-05 19:06:37 main:581] : INFO : Epoch 1841 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 1942.89 ms [2021-03-05 19:06:39 main:581] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 1988.24 ms [2021-03-05 19:06:41 main:581] : INFO : Epoch 1843 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1993.74 ms [2021-03-05 19:06:43 main:581] : INFO : Epoch 1844 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 2061.57 ms [2021-03-05 19:06:45 main:581] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 1906.82 ms [2021-03-05 19:06:47 main:581] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 1927.64 ms [2021-03-05 19:06:49 main:581] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1923.89 ms [2021-03-05 19:06:51 main:581] : INFO : Epoch 1848 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 1932.57 ms [2021-03-05 19:06:53 main:581] : INFO : Epoch 1849 | loss: 0.0311664 | val_loss: 0.031169 | Time: 1932.22 ms [2021-03-05 19:06:55 main:581] : INFO : Epoch 1850 | loss: 0.0311663 | val_loss: 0.031169 | Time: 1950.47 ms [2021-03-05 19:06:57 main:581] : INFO : Epoch 1851 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 1980.02 ms [2021-03-05 19:06:59 main:581] : INFO : Epoch 1852 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 1934.92 ms [2021-03-05 19:07:01 main:581] : INFO : Epoch 1853 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1906.17 ms [2021-03-05 19:07:03 main:581] : INFO : Epoch 1854 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 1912.72 ms [2021-03-05 19:07:04 main:581] : INFO : Epoch 1855 | loss: 0.031166 | val_loss: 0.0311706 | Time: 1943.74 ms [2021-03-05 19:07:06 main:581] : INFO : Epoch 1856 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1940.59 ms [2021-03-05 19:07:08 main:581] : INFO : Epoch 1857 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1949.22 ms [2021-03-05 19:07:10 main:581] : INFO : Epoch 1858 | loss: 0.0311682 | val_loss: 0.031173 | Time: 1969.63 ms [2021-03-05 19:07:12 main:581] : INFO : Epoch 1859 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 1963.04 ms [2021-03-05 19:07:14 main:581] : INFO : Epoch 1860 | loss: 0.0311656 | val_loss: 0.0311703 | Time: 1946.17 ms [2021-03-05 19:07:16 main:581] : INFO : Epoch 1861 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 1994.33 ms [2021-03-05 19:07:18 main:581] : INFO : Epoch 1862 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 1986.48 ms [2021-03-05 19:07:20 main:581] : INFO : Epoch 1863 | loss: 0.0311648 | val_loss: 0.0311777 | Time: 2196.24 ms [2021-03-05 19:07:22 main:581] : INFO : Epoch 1864 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1936.15 ms [2021-03-05 19:07:24 main:581] : INFO : Epoch 1865 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 1947.82 ms [2021-03-05 19:07:26 main:581] : INFO : Epoch 1866 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 1971.62 ms [2021-03-05 19:07:28 main:581] : INFO : Epoch 1867 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 1978.89 ms [2021-03-05 19:07:30 main:581] : INFO : Epoch 1868 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1984.63 ms [2021-03-05 19:07:32 main:581] : INFO : Epoch 1869 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 1987.36 ms [2021-03-05 19:07:34 main:581] : INFO : Epoch 1870 | loss: 0.031162 | val_loss: 0.0311687 | Time: 1987.13 ms [2021-03-05 19:07:36 main:581] : INFO : Epoch 1871 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 2027.44 ms [2021-03-05 19:07:38 main:581] : INFO : Epoch 1872 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1983.51 ms [2021-03-05 19:07:40 main:581] : INFO : Epoch 1873 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1945.88 ms [2021-03-05 19:07:42 main:581] : INFO : Epoch 1874 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1941.32 ms [2021-03-05 19:07:44 main:581] : INFO : Epoch 1875 | loss: 0.0311625 | val_loss: 0.031167 | Time: 1991.96 ms [2021-03-05 19:07:46 main:581] : INFO : Epoch 1876 | loss: 0.0311637 | val_loss: 0.0311657 | Time: 1984.13 ms [2021-03-05 19:07:48 main:581] : INFO : Epoch 1877 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1987.67 ms [2021-03-05 19:07:50 main:581] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 2001.71 ms [2021-03-05 19:07:52 main:581] : INFO : Epoch 1879 | loss: 0.031163 | val_loss: 0.0311669 | Time: 2002.2 ms [2021-03-05 19:07:54 main:581] : INFO : Epoch 1880 | loss: 0.0311626 | val_loss: 0.0311666 | Time: 1995.65 ms [2021-03-05 19:07:56 main:581] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1936.7 ms [2021-03-05 19:07:58 main:581] : INFO : Epoch 1882 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 1963.2 ms [2021-03-05 19:08:00 main:581] : INFO : Epoch 1883 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1990.72 ms [2021-03-05 19:08:02 main:581] : INFO : Epoch 1884 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 1938.09 ms [2021-03-05 19:08:04 main:581] : INFO : Epoch 1885 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 1994.82 ms [2021-03-05 19:08:06 main:581] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 1977.41 ms [2021-03-05 19:08:08 main:581] : INFO : Epoch 1887 | loss: 0.0311638 | val_loss: 0.0311684 | Time: 1954.93 ms [2021-03-05 19:08:10 main:581] : INFO : Epoch 1888 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 1958.36 ms [2021-03-05 19:08:12 main:581] : INFO : Epoch 1889 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 1969.66 ms [2021-03-05 19:08:14 main:581] : INFO : Epoch 1890 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1969.84 ms [2021-03-05 19:08:16 main:581] : INFO : Epoch 1891 | loss: 0.031162 | val_loss: 0.0311676 | Time: 1986.03 ms [2021-03-05 19:08:18 main:581] : INFO : Epoch 1892 | loss: 0.0311612 | val_loss: 0.031167 | Time: 1955.53 ms [2021-03-05 19:08:20 main:581] : INFO : Epoch 1893 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 1955.66 ms [2021-03-05 19:08:22 main:581] : INFO : Epoch 1894 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1977.5 ms [2021-03-05 19:08:24 main:581] : INFO : Epoch 1895 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 1959.64 ms [2021-03-05 19:08:26 main:581] : INFO : Epoch 1896 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1983.64 ms [2021-03-05 19:08:28 main:581] : INFO : Epoch 1897 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 1972.44 ms [2021-03-05 19:08:29 main:581] : INFO : Epoch 1898 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 1961.84 ms [2021-03-05 19:08:31 main:581] : INFO : Epoch 1899 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1973.34 ms [2021-03-05 19:08:34 main:581] : INFO : Epoch 1900 | loss: 0.0311603 | val_loss: 0.031169 | Time: 2209.07 ms [2021-03-05 19:08:36 main:581] : INFO : Epoch 1901 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 1988.21 ms [2021-03-05 19:08:38 main:581] : INFO : Epoch 1902 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 1955.35 ms [2021-03-05 19:08:40 main:581] : INFO : Epoch 1903 | loss: 0.031161 | val_loss: 0.0311688 | Time: 1909.38 ms [2021-03-05 19:08:42 main:581] : INFO : Epoch 1904 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 2257.56 ms [2021-03-05 19:08:44 main:581] : INFO : Epoch 1905 | loss: 0.031159 | val_loss: 0.0311661 | Time: 2287.36 ms [2021-03-05 19:08:46 main:581] : INFO : Epoch 1906 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 2300.72 ms [2021-03-05 19:08:49 main:581] : INFO : Epoch 1907 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 2286.54 ms [2021-03-05 19:08:51 main:581] : INFO : Epoch 1908 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 2026.11 ms [2021-03-05 19:08:53 main:581] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1983.45 ms [2021-03-05 19:08:55 main:581] : INFO : Epoch 1910 | loss: 0.031161 | val_loss: 0.0311669 | Time: 1918.99 ms [2021-03-05 19:08:57 main:581] : INFO : Epoch 1911 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 1925.87 ms [2021-03-05 19:08:59 main:581] : INFO : Epoch 1912 | loss: 0.031159 | val_loss: 0.0311671 | Time: 2009.49 ms [2021-03-05 19:09:00 main:581] : INFO : Epoch 1913 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 1979.93 ms [2021-03-05 19:09:03 main:581] : INFO : Epoch 1914 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2011.92 ms [2021-03-05 19:09:05 main:581] : INFO : Epoch 1915 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1993.89 ms [2021-03-05 19:09:06 main:581] : INFO : Epoch 1916 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 1985.32 ms [2021-03-05 19:09:08 main:581] : INFO : Epoch 1917 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 1996.5 ms [2021-03-05 19:09:10 main:581] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 1929.83 ms [2021-03-05 19:09:12 main:581] : INFO : Epoch 1919 | loss: 0.0311615 | val_loss: 0.0311673 | Time: 1976.01 ms [2021-03-05 19:09:14 main:581] : INFO : Epoch 1920 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 1963.84 ms [2021-03-05 19:09:16 main:581] : INFO : Epoch 1921 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 1957.61 ms [2021-03-05 19:09:18 main:581] : INFO : Epoch 1922 | loss: 0.0311587 | val_loss: 0.031168 | Time: 1918.44 ms [2021-03-05 19:09:20 main:581] : INFO : Epoch 1923 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 1965.28 ms [2021-03-05 19:09:22 main:581] : INFO : Epoch 1924 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1948.65 ms [2021-03-05 19:09:24 main:581] : INFO : Epoch 1925 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 2011.1 ms [2021-03-05 19:09:26 main:581] : INFO : Epoch 1926 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 1960.68 ms [2021-03-05 19:09:28 main:581] : INFO : Epoch 1927 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 1967.91 ms [2021-03-05 19:09:30 main:581] : INFO : Epoch 1928 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 2279.6 ms [2021-03-05 19:09:33 main:581] : INFO : Epoch 1929 | loss: 0.031162 | val_loss: 0.0311697 | Time: 2294.1 ms [2021-03-05 19:09:35 main:581] : INFO : Epoch 1930 | loss: 0.0311614 | val_loss: 0.0311741 | Time: 1991.74 ms [2021-03-05 19:09:37 main:581] : INFO : Epoch 1931 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 2057.87 ms [2021-03-05 19:09:39 main:581] : INFO : Epoch 1932 | loss: 0.03116 | val_loss: 0.0311692 | Time: 2316.77 ms [2021-03-05 19:09:41 main:581] : INFO : Epoch 1933 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 2248 ms [2021-03-05 19:09:43 main:581] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 1987.98 ms [2021-03-05 19:09:45 main:581] : INFO : Epoch 1935 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 1980.76 ms [2021-03-05 19:09:47 main:581] : INFO : Epoch 1936 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1919.2 ms [2021-03-05 19:09:49 main:581] : INFO : Epoch 1937 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 1936.06 ms [2021-03-05 19:09:51 main:581] : INFO : Epoch 1938 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 1921.28 ms [2021-03-05 19:09:53 main:581] : INFO : Epoch 1939 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 1940.88 ms [2021-03-05 19:09:55 main:581] : INFO : Epoch 1940 | loss: 0.0311591 | val_loss: 0.0311679 | Time: 1940.34 ms [2021-03-05 19:09:57 main:581] : INFO : Epoch 1941 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 1965.87 ms [2021-03-05 19:09:59 main:581] : INFO : Epoch 1942 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 1938.56 ms [2021-03-05 19:10:01 main:581] : INFO : Epoch 1943 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 1906.17 ms [2021-03-05 19:10:03 main:581] : INFO : Epoch 1944 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1900.93 ms [2021-03-05 19:10:05 main:581] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 1940.15 ms [2021-03-05 19:10:07 main:581] : INFO : Epoch 1946 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 1968.51 ms [2021-03-05 19:10:08 main:581] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311689 | Time: 1946.08 ms [2021-03-05 19:10:10 main:581] : INFO : Epoch 1948 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 1949.83 ms [2021-03-05 19:10:12 main:581] : INFO : Epoch 1949 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 1967.6 ms [2021-03-05 19:10:14 main:581] : INFO : Epoch 1950 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1993.63 ms [2021-03-05 19:10:16 main:581] : INFO : Epoch 1951 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1944.02 ms [2021-03-05 19:10:18 main:581] : INFO : Epoch 1952 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 1975.54 ms [2021-03-05 19:10:20 main:581] : INFO : Epoch 1953 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 1967.92 ms [2021-03-05 19:10:22 main:581] : INFO : Epoch 1954 | loss: 0.0311585 | val_loss: 0.0311757 | Time: 2023.16 ms [2021-03-05 19:10:24 main:581] : INFO : Epoch 1955 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 2027.9 ms [2021-03-05 19:10:26 main:581] : INFO : Epoch 1956 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1948.31 ms [2021-03-05 19:10:28 main:581] : INFO : Epoch 1957 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 1950.61 ms [2021-03-05 19:10:30 main:581] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1993.98 ms [2021-03-05 19:10:32 main:581] : INFO : Epoch 1959 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1983.69 ms [2021-03-05 19:10:34 main:581] : INFO : Epoch 1960 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 1973.23 ms [2021-03-05 19:10:36 main:581] : INFO : Epoch 1961 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1929.52 ms [2021-03-05 19:10:38 main:581] : INFO : Epoch 1962 | loss: 0.0311572 | val_loss: 0.0311681 | Time: 1975.25 ms [2021-03-05 19:10:40 main:581] : INFO : Epoch 1963 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 1972.75 ms [2021-03-05 19:10:42 main:581] : INFO : Epoch 1964 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 1940.13 ms [2021-03-05 19:10:44 main:581] : INFO : Epoch 1965 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 1978.44 ms [2021-03-05 19:10:46 main:581] : INFO : Epoch 1966 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 1952.83 ms [2021-03-05 19:10:48 main:581] : INFO : Epoch 1967 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 1957.15 ms [2021-03-05 19:10:50 main:581] : INFO : Epoch 1968 | loss: 0.0311562 | val_loss: 0.031167 | Time: 1989.58 ms [2021-03-05 19:10:52 main:581] : INFO : Epoch 1969 | loss: 0.031157 | val_loss: 0.0311664 | Time: 1969 ms [2021-03-05 19:10:54 main:581] : INFO : Epoch 1970 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 1991.88 ms [2021-03-05 19:10:56 main:581] : INFO : Epoch 1971 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 1985.38 ms [2021-03-05 19:10:58 main:581] : INFO : Epoch 1972 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 1924.98 ms [2021-03-05 19:11:00 main:581] : INFO : Epoch 1973 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 1911.64 ms [2021-03-05 19:11:02 main:581] : INFO : Epoch 1974 | loss: 0.031158 | val_loss: 0.031169 | Time: 1970.32 ms [2021-03-05 19:11:04 main:581] : INFO : Epoch 1975 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1937.28 ms [2021-03-05 19:11:06 main:581] : INFO : Epoch 1976 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1960.53 ms [2021-03-05 19:11:08 main:581] : INFO : Epoch 1977 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 1981.09 ms [2021-03-05 19:11:10 main:581] : INFO : Epoch 1978 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 2031.9 ms [2021-03-05 19:11:12 main:581] : INFO : Epoch 1979 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 1972.35 ms [2021-03-05 19:11:13 main:581] : INFO : Epoch 1980 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 1918.47 ms [2021-03-05 19:11:16 main:581] : INFO : Epoch 1981 | loss: 0.0311692 | val_loss: 0.031174 | Time: 2075.99 ms [2021-03-05 19:11:17 main:581] : INFO : Epoch 1982 | loss: 0.0311676 | val_loss: 0.031176 | Time: 1932.17 ms [2021-03-05 19:11:19 main:581] : INFO : Epoch 1983 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1925.7 ms [2021-03-05 19:11:21 main:581] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 2028.93 ms [2021-03-05 19:11:23 main:581] : INFO : Epoch 1985 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 1947.61 ms [2021-03-05 19:11:25 main:581] : INFO : Epoch 1986 | loss: 0.031163 | val_loss: 0.0311725 | Time: 1946.51 ms [2021-03-05 19:11:28 main:581] : INFO : Epoch 1987 | loss: 0.031163 | val_loss: 0.0311702 | Time: 2241.1 ms [2021-03-05 19:11:30 main:581] : INFO : Epoch 1988 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 2233.63 ms [2021-03-05 19:11:32 main:581] : INFO : Epoch 1989 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 2074.13 ms [2021-03-05 19:11:34 main:581] : INFO : Epoch 1990 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 2220.45 ms [2021-03-05 19:11:36 main:581] : INFO : Epoch 1991 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2355.52 ms [2021-03-05 19:11:39 main:581] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.031168 | Time: 2128.24 ms [2021-03-05 19:11:41 main:581] : INFO : Epoch 1993 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 1966.34 ms [2021-03-05 19:11:42 main:581] : INFO : Epoch 1994 | loss: 0.0311603 | val_loss: 0.031175 | Time: 1919.89 ms [2021-03-05 19:11:44 main:581] : INFO : Epoch 1995 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 1977.43 ms [2021-03-05 19:11:46 main:581] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 1908.05 ms [2021-03-05 19:11:48 main:581] : INFO : Epoch 1997 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 1947.53 ms [2021-03-05 19:11:50 main:581] : INFO : Epoch 1998 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 1959.49 ms [2021-03-05 19:11:52 main:581] : INFO : Epoch 1999 | loss: 0.0311617 | val_loss: 0.0311749 | Time: 1922.58 ms [2021-03-05 19:11:54 main:581] : INFO : Epoch 2000 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 1972.87 ms [2021-03-05 19:11:56 main:581] : INFO : Epoch 2001 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 1942.94 ms [2021-03-05 19:11:58 main:581] : INFO : Epoch 2002 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1911.03 ms [2021-03-05 19:12:00 main:581] : INFO : Epoch 2003 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 2003.53 ms [2021-03-05 19:12:02 main:581] : INFO : Epoch 2004 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 2021.96 ms [2021-03-05 19:12:04 main:581] : INFO : Epoch 2005 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 1983.78 ms [2021-03-05 19:12:06 main:581] : INFO : Epoch 2006 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 1914.2 ms [2021-03-05 19:12:08 main:581] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 1952.85 ms [2021-03-05 19:12:10 main:581] : INFO : Epoch 2008 | loss: 0.0311662 | val_loss: 0.0311792 | Time: 1913.67 ms [2021-03-05 19:12:12 main:581] : INFO : Epoch 2009 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1913.36 ms [2021-03-05 19:12:14 main:581] : INFO : Epoch 2010 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 1902 ms [2021-03-05 19:12:16 main:581] : INFO : Epoch 2011 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 1972.11 ms [2021-03-05 19:12:17 main:581] : INFO : Epoch 2012 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 1932.25 ms [2021-03-05 19:12:19 main:581] : INFO : Epoch 2013 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 1965.31 ms [2021-03-05 19:12:21 main:581] : INFO : Epoch 2014 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 1939.9 ms [2021-03-05 19:12:23 main:581] : INFO : Epoch 2015 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 1959.22 ms [2021-03-05 19:12:25 main:581] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 1984.46 ms [2021-03-05 19:12:27 main:581] : INFO : Epoch 2017 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1944.42 ms [2021-03-05 19:12:29 main:581] : INFO : Epoch 2018 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 1946.36 ms [2021-03-05 19:12:31 main:581] : INFO : Epoch 2019 | loss: 0.0311592 | val_loss: 0.0311784 | Time: 1969.03 ms [2021-03-05 19:12:33 main:581] : INFO : Epoch 2020 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 1927.04 ms [2021-03-05 19:12:35 main:581] : INFO : Epoch 2021 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 1958.59 ms [2021-03-05 19:12:37 main:581] : INFO : Epoch 2022 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 1936.51 ms [2021-03-05 19:12:39 main:581] : INFO : Epoch 2023 | loss: 0.0311594 | val_loss: 0.0311687 | Time: 1949.36 ms [2021-03-05 19:12:41 main:581] : INFO : Epoch 2024 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 1975.34 ms [2021-03-05 19:12:43 main:581] : INFO : Epoch 2025 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 1930.3 ms [2021-03-05 19:12:45 main:581] : INFO : Epoch 2026 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 1902.09 ms [2021-03-05 19:12:47 main:581] : INFO : Epoch 2027 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2017.03 ms [2021-03-05 19:12:49 main:581] : INFO : Epoch 2028 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 1978.99 ms [2021-03-05 19:12:51 main:581] : INFO : Epoch 2029 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 1915.44 ms [2021-03-05 19:12:53 main:581] : INFO : Epoch 2030 | loss: 0.031163 | val_loss: 0.0311716 | Time: 1908.35 ms [2021-03-05 19:12:55 main:581] : INFO : Epoch 2031 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1962.08 ms [2021-03-05 19:12:57 main:581] : INFO : Epoch 2032 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1966.08 ms [2021-03-05 19:12:58 main:581] : INFO : Epoch 2033 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 1955.42 ms [2021-03-05 19:13:01 main:581] : INFO : Epoch 2034 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 2059.52 ms [2021-03-05 19:13:02 main:581] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311695 | Time: 1913.48 ms [2021-03-05 19:13:04 main:581] : INFO : Epoch 2036 | loss: 0.031161 | val_loss: 0.0311777 | Time: 1899.67 ms [2021-03-05 19:13:06 main:581] : INFO : Epoch 2037 | loss: 0.0425167 | val_loss: 0.155264 | Time: 1910.84 ms [2021-03-05 19:13:08 main:581] : INFO : Epoch 2038 | loss: 0.0489739 | val_loss: 0.032772 | Time: 1954.82 ms [2021-03-05 19:13:10 main:581] : INFO : Epoch 2039 | loss: 0.0326556 | val_loss: 0.0318794 | Time: 1914.26 ms [2021-03-05 19:13:12 main:581] : INFO : Epoch 2040 | loss: 0.0314615 | val_loss: 0.0312946 | Time: 1933.89 ms [2021-03-05 19:13:14 main:581] : INFO : Epoch 2041 | loss: 0.031283 | val_loss: 0.0312624 | Time: 1978.99 ms [2021-03-05 19:13:16 main:581] : INFO : Epoch 2042 | loss: 0.0312551 | val_loss: 0.0312522 | Time: 1970.43 ms [2021-03-05 19:13:18 main:581] : INFO : Epoch 2043 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1974.71 ms [2021-03-05 19:13:20 main:581] : INFO : Epoch 2044 | loss: 0.031244 | val_loss: 0.0312432 | Time: 1920.97 ms [2021-03-05 19:13:22 main:581] : INFO : Epoch 2045 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 2098.54 ms [2021-03-05 19:13:24 main:581] : INFO : Epoch 2046 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 2095.38 ms [2021-03-05 19:13:26 main:581] : INFO : Epoch 2047 | loss: 0.0312336 | val_loss: 0.031233 | Time: 2068.5 ms [2021-03-05 19:13:28 main:581] : INFO : Epoch 2048 | loss: 0.0312298 | val_loss: 0.0312297 | Time: 2151.9 ms [2021-03-05 19:13:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312297 [2021-03-05 19:13:28 main:610] : INFO : Saving end state to config to file [2021-03-05 19:13:28 main:615] : INFO : Success, exiting.. 19:13:28 (1936720): 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)