Task 5095253
| Name | ParityMachine-1617246406-11839-3_0 |
| Workunit | 3056675 |
| Created | 26 Apr 2021, 18:41:51 UTC |
| Sent | 4 May 2021, 5:53:42 UTC |
| Report deadline | 11 May 2021, 5:53:42 UTC |
| Received | 4 May 2021, 15:49:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 6 min 23 sec |
| CPU time | 1 hours 6 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311416 | val_loss: 0.0311669 | Time: 1895.13 ms
[2021-05-04 11:32:15 main:581] : INFO : Epoch 1539 | loss: 0.0311413 | val_loss: 0.0311646 | Time: 1942.18 ms
[2021-05-04 11:32:17 main:581] : INFO : Epoch 1540 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 1970.24 ms
[2021-05-04 11:32:18 main:581] : INFO : Epoch 1541 | loss: 0.0311467 | val_loss: 0.0311655 | Time: 1910.58 ms
[2021-05-04 11:32:20 main:581] : INFO : Epoch 1542 | loss: 0.0311469 | val_loss: 0.0311654 | Time: 1902.78 ms
[2021-05-04 11:32:22 main:581] : INFO : Epoch 1543 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 1897.74 ms
[2021-05-04 11:32:24 main:581] : INFO : Epoch 1544 | loss: 0.0311464 | val_loss: 0.0311631 | Time: 1903.27 ms
[2021-05-04 11:32:26 main:581] : INFO : Epoch 1545 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 1939.38 ms
[2021-05-04 11:32:28 main:581] : INFO : Epoch 1546 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 1955.63 ms
[2021-05-04 11:32:30 main:581] : INFO : Epoch 1547 | loss: 0.0311448 | val_loss: 0.0311642 | Time: 1958.87 ms
[2021-05-04 11:32:32 main:581] : INFO : Epoch 1548 | loss: 0.0311436 | val_loss: 0.031165 | Time: 1928.64 ms
[2021-05-04 11:32:34 main:581] : INFO : Epoch 1549 | loss: 0.0311443 | val_loss: 0.0311642 | Time: 1893.21 ms
[2021-05-04 11:32:36 main:581] : INFO : Epoch 1550 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 1901.52 ms
[2021-05-04 11:32:38 main:581] : INFO : Epoch 1551 | loss: 0.0311415 | val_loss: 0.0311649 | Time: 1890.05 ms
[2021-05-04 11:32:39 main:581] : INFO : Epoch 1552 | loss: 0.0311418 | val_loss: 0.0311658 | Time: 1893.72 ms
[2021-05-04 11:32:41 main:581] : INFO : Epoch 1553 | loss: 0.0311434 | val_loss: 0.0311783 | Time: 1927.64 ms
[2021-05-04 11:32:43 main:581] : INFO : Epoch 1554 | loss: 0.0311466 | val_loss: 0.0311711 | Time: 1930.39 ms
[2021-05-04 11:32:45 main:581] : INFO : Epoch 1555 | loss: 0.0311473 | val_loss: 0.031164 | Time: 1950.62 ms
[2021-05-04 11:32:47 main:581] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311627 | Time: 1968.9 ms
[2021-05-04 11:32:49 main:581] : INFO : Epoch 1557 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 1969.03 ms
[2021-05-04 11:32:51 main:581] : INFO : Epoch 1558 | loss: 0.0311423 | val_loss: 0.0311638 | Time: 1955.84 ms
[2021-05-04 11:32:53 main:581] : INFO : Epoch 1559 | loss: 0.0311434 | val_loss: 0.0311673 | Time: 1968.72 ms
[2021-05-04 11:32:55 main:581] : INFO : Epoch 1560 | loss: 0.0311429 | val_loss: 0.0311621 | Time: 1953.69 ms
[2021-05-04 11:32:57 main:581] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311646 | Time: 1966.95 ms
[2021-05-04 11:32:59 main:581] : INFO : Epoch 1562 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1900.38 ms
[2021-05-04 11:33:01 main:581] : INFO : Epoch 1563 | loss: 0.0311484 | val_loss: 0.0311655 | Time: 1900.52 ms
[2021-05-04 11:33:03 main:581] : INFO : Epoch 1564 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 1932.87 ms
[2021-05-04 11:33:05 main:581] : INFO : Epoch 1565 | loss: 0.0311474 | val_loss: 0.0311597 | Time: 1907.45 ms
[2021-05-04 11:33:07 main:581] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 1916.76 ms
[2021-05-04 11:33:09 main:581] : INFO : Epoch 1567 | loss: 0.0311466 | val_loss: 0.0311648 | Time: 1964.75 ms
[2021-05-04 11:33:11 main:581] : INFO : Epoch 1568 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 1910.18 ms
[2021-05-04 11:33:12 main:581] : INFO : Epoch 1569 | loss: 0.0311444 | val_loss: 0.0311618 | Time: 1895.31 ms
[2021-05-04 11:33:14 main:581] : INFO : Epoch 1570 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 1951.88 ms
[2021-05-04 11:33:16 main:581] : INFO : Epoch 1571 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 1974.77 ms
[2021-05-04 11:33:18 main:581] : INFO : Epoch 1572 | loss: 0.0311459 | val_loss: 0.0311662 | Time: 1937.76 ms
[2021-05-04 11:33:20 main:581] : INFO : Epoch 1573 | loss: 0.0311415 | val_loss: 0.031166 | Time: 1975.3 ms
[2021-05-04 11:33:22 main:581] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311662 | Time: 1976.97 ms
[2021-05-04 11:33:24 main:581] : INFO : Epoch 1575 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 1951.79 ms
[2021-05-04 11:33:26 main:581] : INFO : Epoch 1576 | loss: 0.0311457 | val_loss: 0.0311636 | Time: 1973.01 ms
[2021-05-04 11:33:28 main:581] : INFO : Epoch 1577 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 1967.6 ms
[2021-05-04 11:33:30 main:581] : INFO : Epoch 1578 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 1965.35 ms
[2021-05-04 11:33:32 main:581] : INFO : Epoch 1579 | loss: 0.0311442 | val_loss: 0.0311621 | Time: 1963.29 ms
[2021-05-04 11:33:34 main:581] : INFO : Epoch 1580 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 1948.9 ms
[2021-05-04 11:33:36 main:581] : INFO : Epoch 1581 | loss: 0.0311459 | val_loss: 0.0311675 | Time: 1972.56 ms
[2021-05-04 11:33:38 main:581] : INFO : Epoch 1582 | loss: 0.0311523 | val_loss: 0.0311716 | Time: 1961.38 ms
[2021-05-04 11:33:40 main:581] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311676 | Time: 1969.04 ms
[2021-05-04 11:33:42 main:581] : INFO : Epoch 1584 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 1940.73 ms
[2021-05-04 11:33:44 main:581] : INFO : Epoch 1585 | loss: 0.03115 | val_loss: 0.0311661 | Time: 1958.88 ms
[2021-05-04 11:33:46 main:581] : INFO : Epoch 1586 | loss: 0.031147 | val_loss: 0.0311667 | Time: 1886.45 ms
[2021-05-04 11:33:48 main:581] : INFO : Epoch 1587 | loss: 0.0311471 | val_loss: 0.0311687 | Time: 1896.25 ms
[2021-05-04 11:33:50 main:581] : INFO : Epoch 1588 | loss: 0.0311475 | val_loss: 0.031166 | Time: 1968.07 ms
[2021-05-04 11:33:52 main:581] : INFO : Epoch 1589 | loss: 0.031147 | val_loss: 0.0311649 | Time: 1967.85 ms
[2021-05-04 11:33:53 main:581] : INFO : Epoch 1590 | loss: 0.0311468 | val_loss: 0.031164 | Time: 1952.26 ms
[2021-05-04 11:33:55 main:581] : INFO : Epoch 1591 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 1963.48 ms
[2021-05-04 11:33:57 main:581] : INFO : Epoch 1592 | loss: 0.0311449 | val_loss: 0.0311644 | Time: 1951.52 ms
[2021-05-04 11:33:59 main:581] : INFO : Epoch 1593 | loss: 0.031144 | val_loss: 0.0311652 | Time: 1966.4 ms
[2021-05-04 11:34:01 main:581] : INFO : Epoch 1594 | loss: 0.031144 | val_loss: 0.031167 | Time: 1971.6 ms
[2021-05-04 11:34:03 main:581] : INFO : Epoch 1595 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 1964.28 ms
[2021-05-04 11:34:05 main:581] : INFO : Epoch 1596 | loss: 0.031147 | val_loss: 0.0311667 | Time: 1960.89 ms
[2021-05-04 11:34:07 main:581] : INFO : Epoch 1597 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 1956.81 ms
[2021-05-04 11:34:09 main:581] : INFO : Epoch 1598 | loss: 0.0311477 | val_loss: 0.0311656 | Time: 1954.72 ms
[2021-05-04 11:34:11 main:581] : INFO : Epoch 1599 | loss: 0.0311469 | val_loss: 0.031166 | Time: 1948.17 ms
[2021-05-04 11:34:13 main:581] : INFO : Epoch 1600 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 2096.94 ms
[2021-05-04 11:34:15 main:581] : INFO : Epoch 1601 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 2167.75 ms
[2021-05-04 11:34:18 main:581] : INFO : Epoch 1602 | loss: 0.0311511 | val_loss: 0.03117 | Time: 2171.6 ms
[2021-05-04 11:34:20 main:581] : INFO : Epoch 1603 | loss: 0.0311518 | val_loss: 0.0311671 | Time: 2128.95 ms
[2021-05-04 11:34:22 main:581] : INFO : Epoch 1604 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 2168.29 ms
[2021-05-04 11:34:24 main:581] : INFO : Epoch 1605 | loss: 0.0311484 | val_loss: 0.0311628 | Time: 2195.24 ms
[2021-05-04 11:34:26 main:581] : INFO : Epoch 1606 | loss: 0.0311492 | val_loss: 0.0311642 | Time: 2123.46 ms
[2021-05-04 11:34:28 main:581] : INFO : Epoch 1607 | loss: 0.0311479 | val_loss: 0.0311641 | Time: 2044.22 ms
[2021-05-04 11:34:30 main:581] : INFO : Epoch 1608 | loss: 0.0311481 | val_loss: 0.0311648 | Time: 1894.67 ms
[2021-05-04 11:34:32 main:581] : INFO : Epoch 1609 | loss: 0.031148 | val_loss: 0.0311631 | Time: 1902.88 ms
[2021-05-04 11:34:34 main:581] : INFO : Epoch 1610 | loss: 0.031147 | val_loss: 0.031166 | Time: 1983.15 ms
[2021-05-04 11:34:36 main:581] : INFO : Epoch 1611 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 1905.64 ms
[2021-05-04 11:34:38 main:581] : INFO : Epoch 1612 | loss: 0.0311444 | val_loss: 0.0311591 | Time: 1912.87 ms
[2021-05-04 11:34:40 main:581] : INFO : Epoch 1613 | loss: 0.0311447 | val_loss: 0.0311614 | Time: 1905.46 ms
[2021-05-04 11:34:42 main:581] : INFO : Epoch 1614 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 1898.28 ms
[2021-05-04 11:34:44 main:581] : INFO : Epoch 1615 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 1905.19 ms
[2021-05-04 11:34:45 main:581] : INFO : Epoch 1616 | loss: 0.0311465 | val_loss: 0.0311598 | Time: 1946.04 ms
[2021-05-04 11:34:47 main:581] : INFO : Epoch 1617 | loss: 0.031144 | val_loss: 0.0311581 | Time: 1888.49 ms
[2021-05-04 11:34:49 main:581] : INFO : Epoch 1618 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 1901.71 ms
[2021-05-04 11:34:51 main:581] : INFO : Epoch 1619 | loss: 0.0311464 | val_loss: 0.0311657 | Time: 1916.79 ms
[2021-05-04 11:34:53 main:581] : INFO : Epoch 1620 | loss: 0.0311438 | val_loss: 0.0311603 | Time: 1963.14 ms
[2021-05-04 11:34:55 main:581] : INFO : Epoch 1621 | loss: 0.031143 | val_loss: 0.0311607 | Time: 1970.2 ms
[2021-05-04 11:34:57 main:581] : INFO : Epoch 1622 | loss: 0.0311436 | val_loss: 0.0311623 | Time: 1947.98 ms
[2021-05-04 11:34:59 main:581] : INFO : Epoch 1623 | loss: 0.0311439 | val_loss: 0.0311615 | Time: 1953.65 ms
[2021-05-04 11:35:01 main:581] : INFO : Epoch 1624 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 1938.24 ms
[2021-05-04 11:35:03 main:581] : INFO : Epoch 1625 | loss: 0.0311526 | val_loss: 0.0311659 | Time: 1901.34 ms
[2021-05-04 11:35:05 main:581] : INFO : Epoch 1626 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1961.02 ms
[2021-05-04 11:35:07 main:581] : INFO : Epoch 1627 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 1930.67 ms
[2021-05-04 11:35:09 main:581] : INFO : Epoch 1628 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 1970.82 ms
[2021-05-04 11:35:11 main:581] : INFO : Epoch 1629 | loss: 0.0311487 | val_loss: 0.0311646 | Time: 1929.56 ms
[2021-05-04 11:35:13 main:581] : INFO : Epoch 1630 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 1966.07 ms
[2021-05-04 11:35:15 main:581] : INFO : Epoch 1631 | loss: 0.0311498 | val_loss: 0.0311645 | Time: 1959.85 ms
[2021-05-04 11:35:17 main:581] : INFO : Epoch 1632 | loss: 0.0311468 | val_loss: 0.0311641 | Time: 1946.42 ms
[2021-05-04 11:35:18 main:581] : INFO : Epoch 1633 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 1971.41 ms
[2021-05-04 11:35:20 main:581] : INFO : Epoch 1634 | loss: 0.0311438 | val_loss: 0.0311639 | Time: 1965 ms
[2021-05-04 11:35:22 main:581] : INFO : Epoch 1635 | loss: 0.0311437 | val_loss: 0.0311623 | Time: 1955.49 ms
[2021-05-04 11:35:24 main:581] : INFO : Epoch 1636 | loss: 0.0311444 | val_loss: 0.0311644 | Time: 1964.06 ms
[2021-05-04 11:35:26 main:581] : INFO : Epoch 1637 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 1970.1 ms
[2021-05-04 11:35:28 main:581] : INFO : Epoch 1638 | loss: 0.0311473 | val_loss: 0.0311675 | Time: 1920.08 ms
[2021-05-04 11:35:30 main:581] : INFO : Epoch 1639 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1975.91 ms
[2021-05-04 11:35:32 main:581] : INFO : Epoch 1640 | loss: 0.0311473 | val_loss: 0.0311633 | Time: 1952.86 ms
[2021-05-04 11:35:34 main:581] : INFO : Epoch 1641 | loss: 0.0311473 | val_loss: 0.031162 | Time: 1910.74 ms
[2021-05-04 11:35:36 main:581] : INFO : Epoch 1642 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 1975.16 ms
[2021-05-04 11:35:38 main:581] : INFO : Epoch 1643 | loss: 0.0311501 | val_loss: 0.0311668 | Time: 1966.41 ms
[2021-05-04 11:35:40 main:581] : INFO : Epoch 1644 | loss: 0.0311519 | val_loss: 0.0311642 | Time: 1973.67 ms
[2021-05-04 11:35:42 main:581] : INFO : Epoch 1645 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 1934.55 ms
[2021-05-04 11:35:44 main:581] : INFO : Epoch 1646 | loss: 0.0311506 | val_loss: 0.0311779 | Time: 1892.21 ms
[2021-05-04 11:35:46 main:581] : INFO : Epoch 1647 | loss: 0.0311504 | val_loss: 0.0311695 | Time: 1908.59 ms
[2021-05-04 11:35:48 main:581] : INFO : Epoch 1648 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 1917.24 ms
[2021-05-04 11:35:50 main:581] : INFO : Epoch 1649 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 1876.95 ms
[2021-05-04 11:35:51 main:581] : INFO : Epoch 1650 | loss: 0.0311479 | val_loss: 0.031168 | Time: 1892.03 ms
[2021-05-04 11:35:53 main:581] : INFO : Epoch 1651 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1890.93 ms
[2021-05-04 11:35:55 main:581] : INFO : Epoch 1652 | loss: 0.031147 | val_loss: 0.0311667 | Time: 1919.89 ms
[2021-05-04 11:35:57 main:581] : INFO : Epoch 1653 | loss: 0.0311501 | val_loss: 0.031166 | Time: 1898 ms
[2021-05-04 11:35:59 main:581] : INFO : Epoch 1654 | loss: 0.0311484 | val_loss: 0.031165 | Time: 1921.79 ms
[2021-05-04 11:36:01 main:581] : INFO : Epoch 1655 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 1949.58 ms
[2021-05-04 11:36:03 main:581] : INFO : Epoch 1656 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 1898.36 ms
[2021-05-04 11:36:05 main:581] : INFO : Epoch 1657 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 1953.25 ms
[2021-05-04 11:36:07 main:581] : INFO : Epoch 1658 | loss: 0.0311469 | val_loss: 0.0311662 | Time: 1962.82 ms
[2021-05-04 11:36:09 main:581] : INFO : Epoch 1659 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 1898.67 ms
[2021-05-04 11:36:11 main:581] : INFO : Epoch 1660 | loss: 0.0311454 | val_loss: 0.0311646 | Time: 1935.36 ms
[2021-05-04 11:36:13 main:581] : INFO : Epoch 1661 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 1889.91 ms
[2021-05-04 11:36:14 main:581] : INFO : Epoch 1662 | loss: 0.0311466 | val_loss: 0.0311673 | Time: 1886.75 ms
[2021-05-04 11:36:16 main:581] : INFO : Epoch 1663 | loss: 0.0311473 | val_loss: 0.0311673 | Time: 1894.9 ms
[2021-05-04 11:36:18 main:581] : INFO : Epoch 1664 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 1924.47 ms
[2021-05-04 11:36:20 main:581] : INFO : Epoch 1665 | loss: 0.0311474 | val_loss: 0.0311648 | Time: 1978.84 ms
[2021-05-04 11:36:22 main:581] : INFO : Epoch 1666 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 1959.59 ms
[2021-05-04 11:36:24 main:581] : INFO : Epoch 1667 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 1965.82 ms
[2021-05-04 11:36:26 main:581] : INFO : Epoch 1668 | loss: 0.0311435 | val_loss: 0.0311629 | Time: 1968.18 ms
[2021-05-04 11:36:28 main:581] : INFO : Epoch 1669 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 1964.65 ms
[2021-05-04 11:36:30 main:581] : INFO : Epoch 1670 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 1974.02 ms
[2021-05-04 11:36:32 main:581] : INFO : Epoch 1671 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 2137.77 ms
[2021-05-04 11:36:34 main:581] : INFO : Epoch 1672 | loss: 0.0311413 | val_loss: 0.0311602 | Time: 2045.78 ms
[2021-05-04 11:36:36 main:581] : INFO : Epoch 1673 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 2114.1 ms
[2021-05-04 11:36:39 main:581] : INFO : Epoch 1674 | loss: 0.0311404 | val_loss: 0.0311654 | Time: 2131.43 ms
[2021-05-04 11:36:41 main:581] : INFO : Epoch 1675 | loss: 0.0311398 | val_loss: 0.0311644 | Time: 2145.83 ms
[2021-05-04 11:36:43 main:581] : INFO : Epoch 1676 | loss: 0.031142 | val_loss: 0.0311641 | Time: 2191.78 ms
[2021-05-04 11:36:45 main:581] : INFO : Epoch 1677 | loss: 0.0311406 | val_loss: 0.0311618 | Time: 2174.42 ms
[2021-05-04 11:36:47 main:581] : INFO : Epoch 1678 | loss: 0.0311405 | val_loss: 0.0311621 | Time: 2043.09 ms
[2021-05-04 11:36:49 main:581] : INFO : Epoch 1679 | loss: 0.0311424 | val_loss: 0.0311662 | Time: 1979.22 ms
[2021-05-04 11:36:51 main:581] : INFO : Epoch 1680 | loss: 0.0311436 | val_loss: 0.0311652 | Time: 1973.51 ms
[2021-05-04 11:36:53 main:581] : INFO : Epoch 1681 | loss: 0.0311418 | val_loss: 0.0311604 | Time: 1988.29 ms
[2021-05-04 11:36:55 main:581] : INFO : Epoch 1682 | loss: 0.0311405 | val_loss: 0.0311623 | Time: 1961.32 ms
[2021-05-04 11:36:57 main:581] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311668 | Time: 2003.47 ms
[2021-05-04 11:36:59 main:581] : INFO : Epoch 1684 | loss: 0.0311398 | val_loss: 0.031163 | Time: 1889.44 ms
[2021-05-04 11:37:01 main:581] : INFO : Epoch 1685 | loss: 0.0311397 | val_loss: 0.0311619 | Time: 1909.78 ms
[2021-05-04 11:37:03 main:581] : INFO : Epoch 1686 | loss: 0.0311391 | val_loss: 0.0311625 | Time: 1966.84 ms
[2021-05-04 11:37:05 main:581] : INFO : Epoch 1687 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 1955.38 ms
[2021-05-04 11:37:07 main:581] : INFO : Epoch 1688 | loss: 0.0311434 | val_loss: 0.0311614 | Time: 1933.6 ms
[2021-05-04 11:37:09 main:581] : INFO : Epoch 1689 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 1959.32 ms
[2021-05-04 11:37:10 main:581] : INFO : Epoch 1690 | loss: 0.0311462 | val_loss: 0.031164 | Time: 1911.38 ms
[2021-05-04 11:37:12 main:581] : INFO : Epoch 1691 | loss: 0.031147 | val_loss: 0.0311604 | Time: 1964.38 ms
[2021-05-04 11:37:14 main:581] : INFO : Epoch 1692 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 1971.6 ms
[2021-05-04 11:37:16 main:581] : INFO : Epoch 1693 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 1952.84 ms
[2021-05-04 11:37:18 main:581] : INFO : Epoch 1694 | loss: 0.031145 | val_loss: 0.0311613 | Time: 1935.76 ms
[2021-05-04 11:37:20 main:581] : INFO : Epoch 1695 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 1904.37 ms
[2021-05-04 11:37:22 main:581] : INFO : Epoch 1696 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 1898.03 ms
[2021-05-04 11:37:24 main:581] : INFO : Epoch 1697 | loss: 0.0311451 | val_loss: 0.0311593 | Time: 1897.57 ms
[2021-05-04 11:37:26 main:581] : INFO : Epoch 1698 | loss: 0.031145 | val_loss: 0.0311585 | Time: 1959.57 ms
[2021-05-04 11:37:28 main:581] : INFO : Epoch 1699 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1960.95 ms
[2021-05-04 11:37:30 main:581] : INFO : Epoch 1700 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 1964.17 ms
[2021-05-04 11:37:32 main:581] : INFO : Epoch 1701 | loss: 0.0311447 | val_loss: 0.0311588 | Time: 1974.61 ms
[2021-05-04 11:37:34 main:581] : INFO : Epoch 1702 | loss: 0.0311439 | val_loss: 0.0311593 | Time: 1940.87 ms
[2021-05-04 11:37:36 main:581] : INFO : Epoch 1703 | loss: 0.031144 | val_loss: 0.0311586 | Time: 1959.61 ms
[2021-05-04 11:37:38 main:581] : INFO : Epoch 1704 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 1978.07 ms
[2021-05-04 11:37:40 main:581] : INFO : Epoch 1705 | loss: 0.0311434 | val_loss: 0.0311626 | Time: 1963.24 ms
[2021-05-04 11:37:42 main:581] : INFO : Epoch 1706 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 1944.39 ms
[2021-05-04 11:37:44 main:581] : INFO : Epoch 1707 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 1891.98 ms
[2021-05-04 11:37:45 main:581] : INFO : Epoch 1708 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 1898.53 ms
[2021-05-04 11:37:47 main:581] : INFO : Epoch 1709 | loss: 0.0311424 | val_loss: 0.0311612 | Time: 1860.47 ms
[2021-05-04 11:37:49 main:581] : INFO : Epoch 1710 | loss: 0.0311427 | val_loss: 0.0311605 | Time: 1851.06 ms
[2021-05-04 11:37:51 main:581] : INFO : Epoch 1711 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1937.11 ms
[2021-05-04 11:37:53 main:581] : INFO : Epoch 1712 | loss: 0.0311421 | val_loss: 0.0311632 | Time: 1968.87 ms
[2021-05-04 11:37:55 main:581] : INFO : Epoch 1713 | loss: 0.0311411 | val_loss: 0.0311615 | Time: 1858.8 ms
[2021-05-04 11:37:57 main:581] : INFO : Epoch 1714 | loss: 0.0311398 | val_loss: 0.0311602 | Time: 1934.48 ms
[2021-05-04 11:37:59 main:581] : INFO : Epoch 1715 | loss: 0.0311403 | val_loss: 0.0311611 | Time: 1940.37 ms
[2021-05-04 11:38:01 main:581] : INFO : Epoch 1716 | loss: 0.031139 | val_loss: 0.0311597 | Time: 1960.9 ms
[2021-05-04 11:38:03 main:581] : INFO : Epoch 1717 | loss: 0.0311379 | val_loss: 0.0311609 | Time: 1908.18 ms
[2021-05-04 11:38:05 main:581] : INFO : Epoch 1718 | loss: 0.0311398 | val_loss: 0.0311641 | Time: 1890.41 ms
[2021-05-04 11:38:06 main:581] : INFO : Epoch 1719 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 1893.04 ms
[2021-05-04 11:38:08 main:581] : INFO : Epoch 1720 | loss: 0.0311478 | val_loss: 0.0311679 | Time: 1969.06 ms
[2021-05-04 11:38:10 main:581] : INFO : Epoch 1721 | loss: 0.0311468 | val_loss: 0.0311601 | Time: 1949.25 ms
[2021-05-04 11:38:12 main:581] : INFO : Epoch 1722 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 1972.69 ms
[2021-05-04 11:38:14 main:581] : INFO : Epoch 1723 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 1904.52 ms
[2021-05-04 11:38:16 main:581] : INFO : Epoch 1724 | loss: 0.0311479 | val_loss: 0.0311726 | Time: 1909.58 ms
[2021-05-04 11:38:18 main:581] : INFO : Epoch 1725 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 1908.31 ms
[2021-05-04 11:38:20 main:581] : INFO : Epoch 1726 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 1971.59 ms
[2021-05-04 11:38:22 main:581] : INFO : Epoch 1727 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 1962.2 ms
[2021-05-04 11:38:24 main:581] : INFO : Epoch 1728 | loss: 0.0311555 | val_loss: 0.031168 | Time: 1963.23 ms
[2021-05-04 11:38:26 main:581] : INFO : Epoch 1729 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 1968.75 ms
[2021-05-04 11:38:28 main:581] : INFO : Epoch 1730 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1942.83 ms
[2021-05-04 11:38:30 main:581] : INFO : Epoch 1731 | loss: 0.0311556 | val_loss: 0.0311668 | Time: 1899.46 ms
[2021-05-04 11:38:32 main:581] : INFO : Epoch 1732 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 1911.65 ms
[2021-05-04 11:38:34 main:581] : INFO : Epoch 1733 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 1897.64 ms
[2021-05-04 11:38:35 main:581] : INFO : Epoch 1734 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 1894.63 ms
[2021-05-04 11:38:37 main:581] : INFO : Epoch 1735 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 1931.55 ms
[2021-05-04 11:38:39 main:581] : INFO : Epoch 1736 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 1957.9 ms
[2021-05-04 11:38:41 main:581] : INFO : Epoch 1737 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 1977.3 ms
[2021-05-04 11:38:43 main:581] : INFO : Epoch 1738 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 1951.46 ms
[2021-05-04 11:38:45 main:581] : INFO : Epoch 1739 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 1974.76 ms
[2021-05-04 11:38:47 main:581] : INFO : Epoch 1740 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1959.41 ms
[2021-05-04 11:38:49 main:581] : INFO : Epoch 1741 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 1938.59 ms
[2021-05-04 11:38:51 main:581] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311617 | Time: 1844.1 ms
[2021-05-04 11:38:53 main:581] : INFO : Epoch 1743 | loss: 0.0311506 | val_loss: 0.0311619 | Time: 1968.95 ms
[2021-05-04 11:38:55 main:581] : INFO : Epoch 1744 | loss: 0.0311527 | val_loss: 0.0311714 | Time: 2010.58 ms
[2021-05-04 11:38:57 main:581] : INFO : Epoch 1745 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 2155.6 ms
[2021-05-04 11:38:59 main:581] : INFO : Epoch 1746 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 2125.78 ms
[2021-05-04 11:39:01 main:581] : INFO : Epoch 1747 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 2088.42 ms
[2021-05-04 11:39:04 main:581] : INFO : Epoch 1748 | loss: 0.0311495 | val_loss: 0.0311632 | Time: 2141.73 ms
[2021-05-04 11:39:06 main:581] : INFO : Epoch 1749 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 2083.67 ms
[2021-05-04 11:39:08 main:581] : INFO : Epoch 1750 | loss: 0.0311484 | val_loss: 0.0311611 | Time: 1995.54 ms
[2021-05-04 11:39:10 main:581] : INFO : Epoch 1751 | loss: 0.0311479 | val_loss: 0.0311619 | Time: 1993.51 ms
[2021-05-04 11:39:12 main:581] : INFO : Epoch 1752 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1954.13 ms
[2021-05-04 11:39:13 main:581] : INFO : Epoch 1753 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1901.94 ms
[2021-05-04 11:39:15 main:581] : INFO : Epoch 1754 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 1901.88 ms
[2021-05-04 11:39:17 main:581] : INFO : Epoch 1755 | loss: 0.0311489 | val_loss: 0.0311641 | Time: 1918.88 ms
[2021-05-04 11:39:19 main:581] : INFO : Epoch 1756 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 2002.16 ms
[2021-05-04 11:39:21 main:581] : INFO : Epoch 1757 | loss: 0.0311499 | val_loss: 0.0311607 | Time: 1965.92 ms
[2021-05-04 11:39:23 main:581] : INFO : Epoch 1758 | loss: 0.031151 | val_loss: 0.0311616 | Time: 1957 ms
[2021-05-04 11:39:25 main:581] : INFO : Epoch 1759 | loss: 0.03115 | val_loss: 0.0311609 | Time: 1973.79 ms
[2021-05-04 11:39:27 main:581] : INFO : Epoch 1760 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 1907.43 ms
[2021-05-04 11:39:29 main:581] : INFO : Epoch 1761 | loss: 0.0311487 | val_loss: 0.0311605 | Time: 1901.29 ms
[2021-05-04 11:39:31 main:581] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311583 | Time: 1891.52 ms
[2021-05-04 11:39:33 main:581] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311577 | Time: 1889.28 ms
[2021-05-04 11:39:35 main:581] : INFO : Epoch 1764 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1961.81 ms
[2021-05-04 11:39:37 main:581] : INFO : Epoch 1765 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 1971.57 ms
[2021-05-04 11:39:39 main:581] : INFO : Epoch 1766 | loss: 0.0311497 | val_loss: 0.031158 | Time: 1961.78 ms
[2021-05-04 11:39:41 main:581] : INFO : Epoch 1767 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 1965.93 ms
[2021-05-04 11:39:43 main:581] : INFO : Epoch 1768 | loss: 0.0311481 | val_loss: 0.0311612 | Time: 1966.87 ms
[2021-05-04 11:39:45 main:581] : INFO : Epoch 1769 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1954.39 ms
[2021-05-04 11:39:47 main:581] : INFO : Epoch 1770 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 1968.14 ms
[2021-05-04 11:39:48 main:581] : INFO : Epoch 1771 | loss: 0.0311486 | val_loss: 0.0311618 | Time: 1962.71 ms
[2021-05-04 11:39:50 main:581] : INFO : Epoch 1772 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 1928.39 ms
[2021-05-04 11:39:52 main:581] : INFO : Epoch 1773 | loss: 0.0311447 | val_loss: 0.0311611 | Time: 1968.82 ms
[2021-05-04 11:39:54 main:581] : INFO : Epoch 1774 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 1966.63 ms
[2021-05-04 11:39:56 main:581] : INFO : Epoch 1775 | loss: 0.0311437 | val_loss: 0.031158 | Time: 1955.34 ms
[2021-05-04 11:39:58 main:581] : INFO : Epoch 1776 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 1951.29 ms
[2021-05-04 11:40:00 main:581] : INFO : Epoch 1777 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 1973.44 ms
[2021-05-04 11:40:02 main:581] : INFO : Epoch 1778 | loss: 0.0311433 | val_loss: 0.0311596 | Time: 1966.55 ms
[2021-05-04 11:40:04 main:581] : INFO : Epoch 1779 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 1968.24 ms
[2021-05-04 11:40:06 main:581] : INFO : Epoch 1780 | loss: 0.0311487 | val_loss: 0.0311757 | Time: 1961.21 ms
[2021-05-04 11:40:08 main:581] : INFO : Epoch 1781 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 1952.11 ms
[2021-05-04 11:40:10 main:581] : INFO : Epoch 1782 | loss: 0.031143 | val_loss: 0.0311588 | Time: 1943.42 ms
[2021-05-04 11:40:12 main:581] : INFO : Epoch 1783 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 1898.6 ms
[2021-05-04 11:40:14 main:581] : INFO : Epoch 1784 | loss: 0.0311441 | val_loss: 0.0311639 | Time: 1902.52 ms
[2021-05-04 11:40:16 main:581] : INFO : Epoch 1785 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 1893.07 ms
[2021-05-04 11:40:18 main:581] : INFO : Epoch 1786 | loss: 0.0311455 | val_loss: 0.0311564 | Time: 1966.9 ms
[2021-05-04 11:40:20 main:581] : INFO : Epoch 1787 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 1893.12 ms
[2021-05-04 11:40:22 main:581] : INFO : Epoch 1788 | loss: 0.0311408 | val_loss: 0.031159 | Time: 1945 ms
[2021-05-04 11:40:23 main:581] : INFO : Epoch 1789 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 1964.18 ms
[2021-05-04 11:40:25 main:581] : INFO : Epoch 1790 | loss: 0.031142 | val_loss: 0.0311602 | Time: 1912.93 ms
[2021-05-04 11:40:27 main:581] : INFO : Epoch 1791 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 1965.17 ms
[2021-05-04 11:40:29 main:581] : INFO : Epoch 1792 | loss: 0.0311428 | val_loss: 0.0311579 | Time: 1965.98 ms
[2021-05-04 11:40:31 main:581] : INFO : Epoch 1793 | loss: 0.0311408 | val_loss: 0.0311571 | Time: 1900.85 ms
[2021-05-04 11:40:33 main:581] : INFO : Epoch 1794 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 1902.44 ms
[2021-05-04 11:40:35 main:581] : INFO : Epoch 1795 | loss: 0.0311436 | val_loss: 0.0311594 | Time: 1958.85 ms
[2021-05-04 11:40:37 main:581] : INFO : Epoch 1796 | loss: 0.0311445 | val_loss: 0.0311604 | Time: 1964.31 ms
[2021-05-04 11:40:39 main:581] : INFO : Epoch 1797 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 1965.55 ms
[2021-05-04 11:40:41 main:581] : INFO : Epoch 1798 | loss: 0.0311417 | val_loss: 0.0311585 | Time: 1970.2 ms
[2021-05-04 11:40:43 main:581] : INFO : Epoch 1799 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 1968.6 ms
[2021-05-04 11:40:45 main:581] : INFO : Epoch 1800 | loss: 0.0311457 | val_loss: 0.0311626 | Time: 1964.47 ms
[2021-05-04 11:40:47 main:581] : INFO : Epoch 1801 | loss: 0.0311443 | val_loss: 0.0311631 | Time: 1898.28 ms
[2021-05-04 11:40:49 main:581] : INFO : Epoch 1802 | loss: 0.031143 | val_loss: 0.0311602 | Time: 1899.51 ms
[2021-05-04 11:40:51 main:581] : INFO : Epoch 1803 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 1892.31 ms
[2021-05-04 11:40:53 main:581] : INFO : Epoch 1804 | loss: 0.0311427 | val_loss: 0.031156 | Time: 1894.08 ms
[2021-05-04 11:40:54 main:581] : INFO : Epoch 1805 | loss: 0.0311422 | val_loss: 0.0311572 | Time: 1925.03 ms
[2021-05-04 11:40:56 main:581] : INFO : Epoch 1806 | loss: 0.031142 | val_loss: 0.0311591 | Time: 1973.92 ms
[2021-05-04 11:40:58 main:581] : INFO : Epoch 1807 | loss: 0.0311425 | val_loss: 0.0311611 | Time: 1965.45 ms
[2021-05-04 11:41:00 main:581] : INFO : Epoch 1808 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 1959.03 ms
[2021-05-04 11:41:02 main:581] : INFO : Epoch 1809 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 1976.27 ms
[2021-05-04 11:41:04 main:581] : INFO : Epoch 1810 | loss: 0.031143 | val_loss: 0.0311736 | Time: 1946.11 ms
[2021-05-04 11:41:06 main:581] : INFO : Epoch 1811 | loss: 0.031145 | val_loss: 0.0311651 | Time: 1954.58 ms
[2021-05-04 11:41:08 main:581] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.031161 | Time: 1895.1 ms
[2021-05-04 11:41:10 main:581] : INFO : Epoch 1813 | loss: 0.0311404 | val_loss: 0.0311589 | Time: 1889.84 ms
[2021-05-04 11:41:12 main:581] : INFO : Epoch 1814 | loss: 0.0311463 | val_loss: 0.031163 | Time: 1949.8 ms
[2021-05-04 11:41:14 main:581] : INFO : Epoch 1815 | loss: 0.0311549 | val_loss: 0.031163 | Time: 2172.24 ms
[2021-05-04 11:41:16 main:581] : INFO : Epoch 1816 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 1897.32 ms
[2021-05-04 11:41:18 main:581] : INFO : Epoch 1817 | loss: 0.0311527 | val_loss: 0.0311622 | Time: 1960.04 ms
[2021-05-04 11:41:20 main:581] : INFO : Epoch 1818 | loss: 0.0311531 | val_loss: 0.0311617 | Time: 2142.82 ms
[2021-05-04 11:41:22 main:581] : INFO : Epoch 1819 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 2134.06 ms
[2021-05-04 11:41:24 main:581] : INFO : Epoch 1820 | loss: 0.0311517 | val_loss: 0.031166 | Time: 2171.27 ms
[2021-05-04 11:41:27 main:581] : INFO : Epoch 1821 | loss: 0.0311527 | val_loss: 0.0311598 | Time: 2153.93 ms
[2021-05-04 11:41:29 main:581] : INFO : Epoch 1822 | loss: 0.031151 | val_loss: 0.0311585 | Time: 1989.42 ms
[2021-05-04 11:41:31 main:581] : INFO : Epoch 1823 | loss: 0.03115 | val_loss: 0.0311604 | Time: 1974.76 ms
[2021-05-04 11:41:33 main:581] : INFO : Epoch 1824 | loss: 0.0311513 | val_loss: 0.0311648 | Time: 1975.59 ms
[2021-05-04 11:41:34 main:581] : INFO : Epoch 1825 | loss: 0.0311517 | val_loss: 0.0311617 | Time: 1974.88 ms
[2021-05-04 11:41:36 main:581] : INFO : Epoch 1826 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 1932.39 ms
[2021-05-04 11:41:38 main:581] : INFO : Epoch 1827 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 1976.66 ms
[2021-05-04 11:41:40 main:581] : INFO : Epoch 1828 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1977.16 ms
[2021-05-04 11:41:42 main:581] : INFO : Epoch 1829 | loss: 0.0311452 | val_loss: 0.0311598 | Time: 1968.97 ms
[2021-05-04 11:41:44 main:581] : INFO : Epoch 1830 | loss: 0.0311448 | val_loss: 0.0311601 | Time: 1943.43 ms
[2021-05-04 11:41:46 main:581] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 1940.99 ms
[2021-05-04 11:41:48 main:581] : INFO : Epoch 1832 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 1912.87 ms
[2021-05-04 11:41:50 main:581] : INFO : Epoch 1833 | loss: 0.0311627 | val_loss: 0.0311655 | Time: 1894.78 ms
[2021-05-04 11:41:52 main:581] : INFO : Epoch 1834 | loss: 0.031162 | val_loss: 0.0311648 | Time: 1900.62 ms
[2021-05-04 11:41:54 main:581] : INFO : Epoch 1835 | loss: 0.0311609 | val_loss: 0.031163 | Time: 1963.04 ms
[2021-05-04 11:41:56 main:581] : INFO : Epoch 1836 | loss: 0.0311606 | val_loss: 0.031167 | Time: 1918.78 ms
[2021-05-04 11:41:58 main:581] : INFO : Epoch 1837 | loss: 0.0311614 | val_loss: 0.0311641 | Time: 1961.93 ms
[2021-05-04 11:42:00 main:581] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1906.79 ms
[2021-05-04 11:42:02 main:581] : INFO : Epoch 1839 | loss: 0.0311609 | val_loss: 0.0311647 | Time: 1902.79 ms
[2021-05-04 11:42:04 main:581] : INFO : Epoch 1840 | loss: 0.0311589 | val_loss: 0.0311631 | Time: 1955.69 ms
[2021-05-04 11:42:05 main:581] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311642 | Time: 1949.34 ms
[2021-05-04 11:42:07 main:581] : INFO : Epoch 1842 | loss: 0.0311581 | val_loss: 0.0311658 | Time: 1955.92 ms
[2021-05-04 11:42:09 main:581] : INFO : Epoch 1843 | loss: 0.0311545 | val_loss: 0.031167 | Time: 1974.07 ms
[2021-05-04 11:42:11 main:581] : INFO : Epoch 1844 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 1948.54 ms
[2021-05-04 11:42:13 main:581] : INFO : Epoch 1845 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 1936.88 ms
[2021-05-04 11:42:15 main:581] : INFO : Epoch 1846 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 1963.97 ms
[2021-05-04 11:42:17 main:581] : INFO : Epoch 1847 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 1900.33 ms
[2021-05-04 11:42:19 main:581] : INFO : Epoch 1848 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 1925.22 ms
[2021-05-04 11:42:21 main:581] : INFO : Epoch 1849 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 1969.87 ms
[2021-05-04 11:42:23 main:581] : INFO : Epoch 1850 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1967.81 ms
[2021-05-04 11:42:25 main:581] : INFO : Epoch 1851 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 1972.75 ms
[2021-05-04 11:42:27 main:581] : INFO : Epoch 1852 | loss: 0.031152 | val_loss: 0.0311591 | Time: 1930.06 ms
[2021-05-04 11:42:29 main:581] : INFO : Epoch 1853 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 1987.59 ms
[2021-05-04 11:42:31 main:581] : INFO : Epoch 1854 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 1962.4 ms
[2021-05-04 11:42:33 main:581] : INFO : Epoch 1855 | loss: 0.031152 | val_loss: 0.031164 | Time: 1964.29 ms
[2021-05-04 11:42:35 main:581] : INFO : Epoch 1856 | loss: 0.0311521 | val_loss: 0.031163 | Time: 1969.2 ms
[2021-05-04 11:42:37 main:581] : INFO : Epoch 1857 | loss: 0.0311517 | val_loss: 0.0311605 | Time: 1954.13 ms
[2021-05-04 11:42:39 main:581] : INFO : Epoch 1858 | loss: 0.0311528 | val_loss: 0.031164 | Time: 1958.59 ms
[2021-05-04 11:42:41 main:581] : INFO : Epoch 1859 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 1901.48 ms
[2021-05-04 11:42:43 main:581] : INFO : Epoch 1860 | loss: 0.0311525 | val_loss: 0.0311579 | Time: 1907.34 ms
[2021-05-04 11:42:44 main:581] : INFO : Epoch 1861 | loss: 0.0311513 | val_loss: 0.0311601 | Time: 1913.64 ms
[2021-05-04 11:42:46 main:581] : INFO : Epoch 1862 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 1971.53 ms
[2021-05-04 11:42:48 main:581] : INFO : Epoch 1863 | loss: 0.0311497 | val_loss: 0.0311599 | Time: 1909.99 ms
[2021-05-04 11:42:50 main:581] : INFO : Epoch 1864 | loss: 0.0311503 | val_loss: 0.031162 | Time: 1899.28 ms
[2021-05-04 11:42:52 main:581] : INFO : Epoch 1865 | loss: 0.0311514 | val_loss: 0.0311604 | Time: 1902.48 ms
[2021-05-04 11:42:54 main:581] : INFO : Epoch 1866 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 1903.64 ms
[2021-05-04 11:42:56 main:581] : INFO : Epoch 1867 | loss: 0.0311515 | val_loss: 0.0311597 | Time: 1937.46 ms
[2021-05-04 11:42:58 main:581] : INFO : Epoch 1868 | loss: 0.0311524 | val_loss: 0.0311587 | Time: 1973.71 ms
[2021-05-04 11:43:00 main:581] : INFO : Epoch 1869 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 1926.06 ms
[2021-05-04 11:43:02 main:581] : INFO : Epoch 1870 | loss: 0.0311529 | val_loss: 0.0311608 | Time: 1943.91 ms
[2021-05-04 11:43:04 main:581] : INFO : Epoch 1871 | loss: 0.0311523 | val_loss: 0.0311598 | Time: 1954.21 ms
[2021-05-04 11:43:06 main:581] : INFO : Epoch 1872 | loss: 0.0311535 | val_loss: 0.0311604 | Time: 1963.14 ms
[2021-05-04 11:43:08 main:581] : INFO : Epoch 1873 | loss: 0.0311526 | val_loss: 0.0311603 | Time: 1975.57 ms
[2021-05-04 11:43:10 main:581] : INFO : Epoch 1874 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 1952.53 ms
[2021-05-04 11:43:12 main:581] : INFO : Epoch 1875 | loss: 0.0311515 | val_loss: 0.0311612 | Time: 1889.86 ms
[2021-05-04 11:43:13 main:581] : INFO : Epoch 1876 | loss: 0.0311504 | val_loss: 0.0311583 | Time: 1923.7 ms
[2021-05-04 11:43:15 main:581] : INFO : Epoch 1877 | loss: 0.0311492 | val_loss: 0.0311555 | Time: 1962.14 ms
[2021-05-04 11:43:17 main:581] : INFO : Epoch 1878 | loss: 0.0311476 | val_loss: 0.0311554 | Time: 1962.25 ms
[2021-05-04 11:43:19 main:581] : INFO : Epoch 1879 | loss: 0.0311476 | val_loss: 0.0311549 | Time: 1948.21 ms
[2021-05-04 11:43:21 main:581] : INFO : Epoch 1880 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 1907.5 ms
[2021-05-04 11:43:23 main:581] : INFO : Epoch 1881 | loss: 0.0311473 | val_loss: 0.0311583 | Time: 1963.42 ms
[2021-05-04 11:43:25 main:581] : INFO : Epoch 1882 | loss: 0.031149 | val_loss: 0.0311583 | Time: 1959.22 ms
[2021-05-04 11:43:27 main:581] : INFO : Epoch 1883 | loss: 0.0311494 | val_loss: 0.0311588 | Time: 1966.5 ms
[2021-05-04 11:43:29 main:581] : INFO : Epoch 1884 | loss: 0.0311483 | val_loss: 0.031158 | Time: 1983.72 ms
[2021-05-04 11:43:31 main:581] : INFO : Epoch 1885 | loss: 0.031148 | val_loss: 0.0311582 | Time: 1922.83 ms
[2021-05-04 11:43:33 main:581] : INFO : Epoch 1886 | loss: 0.0311483 | val_loss: 0.0311589 | Time: 2152.09 ms
[2021-05-04 11:43:35 main:581] : INFO : Epoch 1887 | loss: 0.0311482 | val_loss: 0.0311667 | Time: 1916.24 ms
[2021-05-04 11:43:37 main:581] : INFO : Epoch 1888 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 1905.97 ms
[2021-05-04 11:43:39 main:581] : INFO : Epoch 1889 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 1899.6 ms
[2021-05-04 11:43:41 main:581] : INFO : Epoch 1890 | loss: 0.0311476 | val_loss: 0.0311573 | Time: 2161.86 ms
[2021-05-04 11:43:43 main:581] : INFO : Epoch 1891 | loss: 0.0311491 | val_loss: 0.0311609 | Time: 2167.99 ms
[2021-05-04 11:43:45 main:581] : INFO : Epoch 1892 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 2156.19 ms
[2021-05-04 11:43:48 main:581] : INFO : Epoch 1893 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 2107.22 ms
[2021-05-04 11:43:50 main:581] : INFO : Epoch 1894 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 1972.04 ms
[2021-05-04 11:43:51 main:581] : INFO : Epoch 1895 | loss: 0.0311499 | val_loss: 0.0311572 | Time: 1979.76 ms
[2021-05-04 11:43:53 main:581] : INFO : Epoch 1896 | loss: 0.0311487 | val_loss: 0.0311577 | Time: 1980.45 ms
[2021-05-04 11:43:55 main:581] : INFO : Epoch 1897 | loss: 0.0311473 | val_loss: 0.0311579 | Time: 1927.24 ms
[2021-05-04 11:43:57 main:581] : INFO : Epoch 1898 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 1914.05 ms
[2021-05-04 11:43:59 main:581] : INFO : Epoch 1899 | loss: 0.0311509 | val_loss: 0.0311603 | Time: 1964.75 ms
[2021-05-04 11:44:01 main:581] : INFO : Epoch 1900 | loss: 0.0311506 | val_loss: 0.0311586 | Time: 1909.08 ms
[2021-05-04 11:44:03 main:581] : INFO : Epoch 1901 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 1891 ms
[2021-05-04 11:44:05 main:581] : INFO : Epoch 1902 | loss: 0.0311509 | val_loss: 0.0311589 | Time: 1891.38 ms
[2021-05-04 11:44:07 main:581] : INFO : Epoch 1903 | loss: 0.0311516 | val_loss: 0.0311588 | Time: 1961.85 ms
[2021-05-04 11:44:09 main:581] : INFO : Epoch 1904 | loss: 0.0311512 | val_loss: 0.0311609 | Time: 1970.1 ms
[2021-05-04 11:44:11 main:581] : INFO : Epoch 1905 | loss: 0.0311498 | val_loss: 0.0311583 | Time: 1907.9 ms
[2021-05-04 11:44:13 main:581] : INFO : Epoch 1906 | loss: 0.0311494 | val_loss: 0.0311575 | Time: 1905.38 ms
[2021-05-04 11:44:15 main:581] : INFO : Epoch 1907 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 1961.46 ms
[2021-05-04 11:44:17 main:581] : INFO : Epoch 1908 | loss: 0.0311491 | val_loss: 0.0311553 | Time: 1974.9 ms
[2021-05-04 11:44:19 main:581] : INFO : Epoch 1909 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1960.78 ms
[2021-05-04 11:44:21 main:581] : INFO : Epoch 1910 | loss: 0.031151 | val_loss: 0.0311563 | Time: 1931.02 ms
[2021-05-04 11:44:23 main:581] : INFO : Epoch 1911 | loss: 0.031149 | val_loss: 0.0311579 | Time: 1969.08 ms
[2021-05-04 11:44:24 main:581] : INFO : Epoch 1912 | loss: 0.031149 | val_loss: 0.0311552 | Time: 1972.41 ms
[2021-05-04 11:44:26 main:581] : INFO : Epoch 1913 | loss: 0.0311466 | val_loss: 0.0311554 | Time: 1960.5 ms
[2021-05-04 11:44:28 main:581] : INFO : Epoch 1914 | loss: 0.0311472 | val_loss: 0.0311556 | Time: 1956.65 ms
[2021-05-04 11:44:30 main:581] : INFO : Epoch 1915 | loss: 0.0311493 | val_loss: 0.0311647 | Time: 1965.76 ms
[2021-05-04 11:44:32 main:581] : INFO : Epoch 1916 | loss: 0.0311512 | val_loss: 0.0311554 | Time: 1947.85 ms
[2021-05-04 11:44:34 main:581] : INFO : Epoch 1917 | loss: 0.0311498 | val_loss: 0.0311558 | Time: 1960.24 ms
[2021-05-04 11:44:36 main:581] : INFO : Epoch 1918 | loss: 0.0311467 | val_loss: 0.0311563 | Time: 1925.21 ms
[2021-05-04 11:44:38 main:581] : INFO : Epoch 1919 | loss: 0.0311459 | val_loss: 0.031158 | Time: 1898.85 ms
[2021-05-04 11:44:40 main:581] : INFO : Epoch 1920 | loss: 0.0311463 | val_loss: 0.0311631 | Time: 1969.19 ms
[2021-05-04 11:44:42 main:581] : INFO : Epoch 1921 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 1907.94 ms
[2021-05-04 11:44:44 main:581] : INFO : Epoch 1922 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1972.2 ms
[2021-05-04 11:44:46 main:581] : INFO : Epoch 1923 | loss: 0.0311467 | val_loss: 0.0311576 | Time: 1971.46 ms
[2021-05-04 11:44:48 main:581] : INFO : Epoch 1924 | loss: 0.0311477 | val_loss: 0.0311578 | Time: 1966.04 ms
[2021-05-04 11:44:50 main:581] : INFO : Epoch 1925 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 1968.03 ms
[2021-05-04 11:44:52 main:581] : INFO : Epoch 1926 | loss: 0.0311447 | val_loss: 0.0311569 | Time: 1944.52 ms
[2021-05-04 11:44:54 main:581] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 1977.2 ms
[2021-05-04 11:44:56 main:581] : INFO : Epoch 1928 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 1972.86 ms
[2021-05-04 11:44:58 main:581] : INFO : Epoch 1929 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 1980.37 ms
[2021-05-04 11:45:00 main:581] : INFO : Epoch 1930 | loss: 0.0311439 | val_loss: 0.0311619 | Time: 1941.33 ms
[2021-05-04 11:45:02 main:581] : INFO : Epoch 1931 | loss: 0.0311429 | val_loss: 0.0311603 | Time: 1950.68 ms
[2021-05-04 11:45:04 main:581] : INFO : Epoch 1932 | loss: 0.0311431 | val_loss: 0.031163 | Time: 1973.43 ms
[2021-05-04 11:45:06 main:581] : INFO : Epoch 1933 | loss: 0.031145 | val_loss: 0.0311612 | Time: 1947.26 ms
[2021-05-04 11:45:08 main:581] : INFO : Epoch 1934 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 1966.88 ms
[2021-05-04 11:45:09 main:581] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.0311593 | Time: 1976.11 ms
[2021-05-04 11:45:11 main:581] : INFO : Epoch 1936 | loss: 0.0311485 | val_loss: 0.0311593 | Time: 1933.32 ms
[2021-05-04 11:45:13 main:581] : INFO : Epoch 1937 | loss: 0.0311455 | val_loss: 0.0311624 | Time: 1958.69 ms
[2021-05-04 11:45:15 main:581] : INFO : Epoch 1938 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1972.93 ms
[2021-05-04 11:45:17 main:581] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 1972.22 ms
[2021-05-04 11:45:19 main:581] : INFO : Epoch 1940 | loss: 0.0311478 | val_loss: 0.0311651 | Time: 1955.08 ms
[2021-05-04 11:45:21 main:581] : INFO : Epoch 1941 | loss: 0.0311475 | val_loss: 0.0311648 | Time: 1970.27 ms
[2021-05-04 11:45:23 main:581] : INFO : Epoch 1942 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 1947.96 ms
[2021-05-04 11:45:25 main:581] : INFO : Epoch 1943 | loss: 0.0311447 | val_loss: 0.0311645 | Time: 1968.89 ms
[2021-05-04 11:45:27 main:581] : INFO : Epoch 1944 | loss: 0.0311454 | val_loss: 0.0311592 | Time: 1950.4 ms
[2021-05-04 11:45:29 main:581] : INFO : Epoch 1945 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 1968.02 ms
[2021-05-04 11:45:31 main:581] : INFO : Epoch 1946 | loss: 0.0311434 | val_loss: 0.0311633 | Time: 1973.18 ms
[2021-05-04 11:45:33 main:581] : INFO : Epoch 1947 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 1968.01 ms
[2021-05-04 11:45:35 main:581] : INFO : Epoch 1948 | loss: 0.0311433 | val_loss: 0.0311588 | Time: 1981.91 ms
[2021-05-04 11:45:37 main:581] : INFO : Epoch 1949 | loss: 0.0311445 | val_loss: 0.0311586 | Time: 1968.39 ms
[2021-05-04 11:45:39 main:581] : INFO : Epoch 1950 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1973.24 ms
[2021-05-04 11:45:41 main:581] : INFO : Epoch 1951 | loss: 0.0311457 | val_loss: 0.031162 | Time: 1965.56 ms
[2021-05-04 11:45:43 main:581] : INFO : Epoch 1952 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 1975.01 ms
[2021-05-04 11:45:45 main:581] : INFO : Epoch 1953 | loss: 0.0311458 | val_loss: 0.0311608 | Time: 1898.84 ms
[2021-05-04 11:45:47 main:581] : INFO : Epoch 1954 | loss: 0.0311458 | val_loss: 0.031161 | Time: 2076.84 ms
[2021-05-04 11:45:49 main:581] : INFO : Epoch 1955 | loss: 0.0311466 | val_loss: 0.0311608 | Time: 2173.69 ms
[2021-05-04 11:45:51 main:581] : INFO : Epoch 1956 | loss: 0.0311466 | val_loss: 0.0311611 | Time: 2097.1 ms
[2021-05-04 11:45:53 main:581] : INFO : Epoch 1957 | loss: 0.031144 | val_loss: 0.0311614 | Time: 2187.19 ms
[2021-05-04 11:45:56 main:581] : INFO : Epoch 1958 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 2188.21 ms
[2021-05-04 11:45:58 main:581] : INFO : Epoch 1959 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 2191.15 ms
[2021-05-04 11:46:00 main:581] : INFO : Epoch 1960 | loss: 0.0311438 | val_loss: 0.0311624 | Time: 2119.45 ms
[2021-05-04 11:46:02 main:581] : INFO : Epoch 1961 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 1976.22 ms
[2021-05-04 11:46:04 main:581] : INFO : Epoch 1962 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1974.27 ms
[2021-05-04 11:46:06 main:581] : INFO : Epoch 1963 | loss: 0.0311422 | val_loss: 0.0311644 | Time: 1896.06 ms
[2021-05-04 11:46:08 main:581] : INFO : Epoch 1964 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 1929.73 ms
[2021-05-04 11:46:10 main:581] : INFO : Epoch 1965 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 1994.55 ms
[2021-05-04 11:46:12 main:581] : INFO : Epoch 1966 | loss: 0.0311435 | val_loss: 0.0311598 | Time: 1965.42 ms
[2021-05-04 11:46:14 main:581] : INFO : Epoch 1967 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 1962.71 ms
[2021-05-04 11:46:16 main:581] : INFO : Epoch 1968 | loss: 0.0311464 | val_loss: 0.0311584 | Time: 1969.57 ms
[2021-05-04 11:46:17 main:581] : INFO : Epoch 1969 | loss: 0.0311465 | val_loss: 0.0311593 | Time: 1967.35 ms
[2021-05-04 11:46:19 main:581] : INFO : Epoch 1970 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 1960.32 ms
[2021-05-04 11:46:21 main:581] : INFO : Epoch 1971 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 1967.05 ms
[2021-05-04 11:46:23 main:581] : INFO : Epoch 1972 | loss: 0.0311468 | val_loss: 0.0311587 | Time: 1974.04 ms
[2021-05-04 11:46:25 main:581] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311611 | Time: 1971.39 ms
[2021-05-04 11:46:27 main:581] : INFO : Epoch 1974 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 1967.46 ms
[2021-05-04 11:46:29 main:581] : INFO : Epoch 1975 | loss: 0.0311439 | val_loss: 0.0311598 | Time: 1967.37 ms
[2021-05-04 11:46:31 main:581] : INFO : Epoch 1976 | loss: 0.0311443 | val_loss: 0.031159 | Time: 1970.59 ms
[2021-05-04 11:46:33 main:581] : INFO : Epoch 1977 | loss: 0.0311469 | val_loss: 0.0311602 | Time: 1966.6 ms
[2021-05-04 11:46:35 main:581] : INFO : Epoch 1978 | loss: 0.0311477 | val_loss: 0.0311618 | Time: 1950.9 ms
[2021-05-04 11:46:37 main:581] : INFO : Epoch 1979 | loss: 0.0311473 | val_loss: 0.0311577 | Time: 1939.84 ms
[2021-05-04 11:46:39 main:581] : INFO : Epoch 1980 | loss: 0.0311471 | val_loss: 0.0311669 | Time: 1924.78 ms
[2021-05-04 11:46:41 main:581] : INFO : Epoch 1981 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 1893.81 ms
[2021-05-04 11:46:43 main:581] : INFO : Epoch 1982 | loss: 0.0311521 | val_loss: 0.0311652 | Time: 1893.33 ms
[2021-05-04 11:46:45 main:581] : INFO : Epoch 1983 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 1915.62 ms
[2021-05-04 11:46:47 main:581] : INFO : Epoch 1984 | loss: 0.0312065 | val_loss: 0.0316501 | Time: 1908.79 ms
[2021-05-04 11:46:49 main:581] : INFO : Epoch 1985 | loss: 0.0366174 | val_loss: 0.0316721 | Time: 1983 ms
[2021-05-04 11:46:51 main:581] : INFO : Epoch 1986 | loss: 0.0317141 | val_loss: 0.0313711 | Time: 1965.18 ms
[2021-05-04 11:46:53 main:581] : INFO : Epoch 1987 | loss: 0.0313141 | val_loss: 0.0312293 | Time: 1975.78 ms
[2021-05-04 11:46:55 main:581] : INFO : Epoch 1988 | loss: 0.0312045 | val_loss: 0.031184 | Time: 1929.12 ms
[2021-05-04 11:46:56 main:581] : INFO : Epoch 1989 | loss: 0.0311843 | val_loss: 0.0311799 | Time: 1893.46 ms
[2021-05-04 11:46:58 main:581] : INFO : Epoch 1990 | loss: 0.0311792 | val_loss: 0.031177 | Time: 1889.94 ms
[2021-05-04 11:47:00 main:581] : INFO : Epoch 1991 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 1917.04 ms
[2021-05-04 11:47:02 main:581] : INFO : Epoch 1992 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 1962.45 ms
[2021-05-04 11:47:04 main:581] : INFO : Epoch 1993 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1971.26 ms
[2021-05-04 11:47:06 main:581] : INFO : Epoch 1994 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1936.94 ms
[2021-05-04 11:47:08 main:581] : INFO : Epoch 1995 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 1898.48 ms
[2021-05-04 11:47:10 main:581] : INFO : Epoch 1996 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 1903.58 ms
[2021-05-04 11:47:12 main:581] : INFO : Epoch 1997 | loss: 0.031171 | val_loss: 0.0311708 | Time: 1909.71 ms
[2021-05-04 11:47:14 main:581] : INFO : Epoch 1998 | loss: 0.0311699 | val_loss: 0.0311704 | Time: 1900.51 ms
[2021-05-04 11:47:16 main:581] : INFO : Epoch 1999 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 1928.26 ms
[2021-05-04 11:47:18 main:581] : INFO : Epoch 2000 | loss: 0.0311682 | val_loss: 0.031169 | Time: 1967.82 ms
[2021-05-04 11:47:20 main:581] : INFO : Epoch 2001 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 1961.89 ms
[2021-05-04 11:47:22 main:581] : INFO : Epoch 2002 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 1976.43 ms
[2021-05-04 11:47:23 main:581] : INFO : Epoch 2003 | loss: 0.0311668 | val_loss: 0.0311691 | Time: 1975.01 ms
[2021-05-04 11:47:25 main:581] : INFO : Epoch 2004 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 1965.96 ms
[2021-05-04 11:47:27 main:581] : INFO : Epoch 2005 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 1972.78 ms
[2021-05-04 11:47:29 main:581] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 1965.92 ms
[2021-05-04 11:47:31 main:581] : INFO : Epoch 2007 | loss: 0.031165 | val_loss: 0.031168 | Time: 1969.65 ms
[2021-05-04 11:47:33 main:581] : INFO : Epoch 2008 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 1968.33 ms
[2021-05-04 11:47:35 main:581] : INFO : Epoch 2009 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 1965.35 ms
[2021-05-04 11:47:37 main:581] : INFO : Epoch 2010 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 1939.11 ms
[2021-05-04 11:47:39 main:581] : INFO : Epoch 2011 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 1894.05 ms
[2021-05-04 11:47:41 main:581] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 1912.08 ms
[2021-05-04 11:47:43 main:581] : INFO : Epoch 2013 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 1911.91 ms
[2021-05-04 11:47:45 main:581] : INFO : Epoch 2014 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 1980.27 ms
[2021-05-04 11:47:47 main:581] : INFO : Epoch 2015 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 1955.52 ms
[2021-05-04 11:47:49 main:581] : INFO : Epoch 2016 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1949.87 ms
[2021-05-04 11:47:51 main:581] : INFO : Epoch 2017 | loss: 0.0311731 | val_loss: 0.0311744 | Time: 1961.51 ms
[2021-05-04 11:47:53 main:581] : INFO : Epoch 2018 | loss: 0.0311741 | val_loss: 0.0311741 | Time: 1975.44 ms
[2021-05-04 11:47:55 main:581] : INFO : Epoch 2019 | loss: 0.0311703 | val_loss: 0.031171 | Time: 1966.14 ms
[2021-05-04 11:47:57 main:581] : INFO : Epoch 2020 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 1955.84 ms
[2021-05-04 11:47:59 main:581] : INFO : Epoch 2021 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 2094 ms
[2021-05-04 11:48:01 main:581] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311685 | Time: 2101.78 ms
[2021-05-04 11:48:03 main:581] : INFO : Epoch 2023 | loss: 0.0311673 | val_loss: 0.0311684 | Time: 1934.31 ms
[2021-05-04 11:48:05 main:581] : INFO : Epoch 2024 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 2141.37 ms
[2021-05-04 11:48:07 main:581] : INFO : Epoch 2025 | loss: 0.031165 | val_loss: 0.03117 | Time: 2050.6 ms
[2021-05-04 11:48:09 main:581] : INFO : Epoch 2026 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 1901.85 ms
[2021-05-04 11:48:11 main:581] : INFO : Epoch 2027 | loss: 0.0311637 | val_loss: 0.0311677 | Time: 1907.42 ms
[2021-05-04 11:48:13 main:581] : INFO : Epoch 2028 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1903.19 ms
[2021-05-04 11:48:15 main:581] : INFO : Epoch 2029 | loss: 0.031162 | val_loss: 0.0311677 | Time: 1902.29 ms
[2021-05-04 11:48:17 main:581] : INFO : Epoch 2030 | loss: 0.0311622 | val_loss: 0.031168 | Time: 1948.48 ms
[2021-05-04 11:48:19 main:581] : INFO : Epoch 2031 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 1978.64 ms
[2021-05-04 11:48:21 main:581] : INFO : Epoch 2032 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 1970.83 ms
[2021-05-04 11:48:23 main:581] : INFO : Epoch 2033 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1991.2 ms
[2021-05-04 11:48:24 main:581] : INFO : Epoch 2034 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1927.22 ms
[2021-05-04 11:48:26 main:581] : INFO : Epoch 2035 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 1906.14 ms
[2021-05-04 11:48:28 main:581] : INFO : Epoch 2036 | loss: 0.0311593 | val_loss: 0.0311698 | Time: 1936.02 ms
[2021-05-04 11:48:30 main:581] : INFO : Epoch 2037 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 1982.72 ms
[2021-05-04 11:48:32 main:581] : INFO : Epoch 2038 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 1971.75 ms
[2021-05-04 11:48:34 main:581] : INFO : Epoch 2039 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1971.87 ms
[2021-05-04 11:48:36 main:581] : INFO : Epoch 2040 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 1969.35 ms
[2021-05-04 11:48:38 main:581] : INFO : Epoch 2041 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 1961.79 ms
[2021-05-04 11:48:40 main:581] : INFO : Epoch 2042 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 1970.46 ms
[2021-05-04 11:48:42 main:581] : INFO : Epoch 2043 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 1976.27 ms
[2021-05-04 11:48:44 main:581] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 1972.38 ms
[2021-05-04 11:48:46 main:581] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.031167 | Time: 1920.87 ms
[2021-05-04 11:48:48 main:581] : INFO : Epoch 2046 | loss: 0.0311597 | val_loss: 0.0311676 | Time: 1918.46 ms
[2021-05-04 11:48:50 main:581] : INFO : Epoch 2047 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 1963.36 ms
[2021-05-04 11:48:52 main:581] : INFO : Epoch 2048 | loss: 0.0311589 | val_loss: 0.0311649 | Time: 1977.74 ms
[2021-05-04 11:48:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311649
[2021-05-04 11:48:52 main:610] : INFO : Saving end state to config to file
[2021-05-04 11:48:52 main:615] : INFO : Success, exiting..
11:48:52 (188505): 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)