Task 3764654
| Name | ParityModified-1611091889-15409-0_2 |
| Workunit | 1920267 |
| Created | 22 Jan 2021, 5:10:09 UTC |
| Sent | 22 Jan 2021, 5:36:57 UTC |
| Report deadline | 30 Jan 2021, 5:36:57 UTC |
| Received | 22 Jan 2021, 7:51:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 7 sec |
| CPU time | 1 hours 4 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312665 | val_loss: 0.0312503 | Time: 1951.92 ms
[2021-01-21 22:34:02 main:574] : INFO : Epoch 1543 | loss: 0.0312631 | val_loss: 0.0312691 | Time: 1911.35 ms
[2021-01-21 22:34:04 main:574] : INFO : Epoch 1544 | loss: 0.0312563 | val_loss: 0.0312519 | Time: 1897.71 ms
[2021-01-21 22:34:06 main:574] : INFO : Epoch 1545 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1928.57 ms
[2021-01-21 22:34:08 main:574] : INFO : Epoch 1546 | loss: 0.031254 | val_loss: 0.0312558 | Time: 1937.35 ms
[2021-01-21 22:34:10 main:574] : INFO : Epoch 1547 | loss: 0.0312544 | val_loss: 0.0312561 | Time: 1894.62 ms
[2021-01-21 22:34:12 main:574] : INFO : Epoch 1548 | loss: 0.0312522 | val_loss: 0.0312527 | Time: 1917.03 ms
[2021-01-21 22:34:14 main:574] : INFO : Epoch 1549 | loss: 0.0312529 | val_loss: 0.031252 | Time: 1932.26 ms
[2021-01-21 22:34:16 main:574] : INFO : Epoch 1550 | loss: 0.0312526 | val_loss: 0.0312627 | Time: 1907.41 ms
[2021-01-21 22:34:18 main:574] : INFO : Epoch 1551 | loss: 0.0312577 | val_loss: 0.0312553 | Time: 1940.05 ms
[2021-01-21 22:34:20 main:574] : INFO : Epoch 1552 | loss: 0.0312542 | val_loss: 0.0312608 | Time: 2058.09 ms
[2021-01-21 22:34:22 main:574] : INFO : Epoch 1553 | loss: 0.0312564 | val_loss: 0.0312518 | Time: 2008.52 ms
[2021-01-21 22:34:24 main:574] : INFO : Epoch 1554 | loss: 0.031255 | val_loss: 0.0312578 | Time: 2005.2 ms
[2021-01-21 22:34:26 main:574] : INFO : Epoch 1555 | loss: 0.0312569 | val_loss: 0.0312507 | Time: 1933.24 ms
[2021-01-21 22:34:28 main:574] : INFO : Epoch 1556 | loss: 0.031253 | val_loss: 0.0312535 | Time: 1931.7 ms
[2021-01-21 22:34:30 main:574] : INFO : Epoch 1557 | loss: 0.0312538 | val_loss: 0.0312521 | Time: 1957.1 ms
[2021-01-21 22:34:32 main:574] : INFO : Epoch 1558 | loss: 0.0312529 | val_loss: 0.0312516 | Time: 1961.9 ms
[2021-01-21 22:34:34 main:574] : INFO : Epoch 1559 | loss: 0.0312518 | val_loss: 0.0312592 | Time: 1931.88 ms
[2021-01-21 22:34:36 main:574] : INFO : Epoch 1560 | loss: 0.0312544 | val_loss: 0.0312624 | Time: 1985.83 ms
[2021-01-21 22:34:38 main:574] : INFO : Epoch 1561 | loss: 0.0312568 | val_loss: 0.0312505 | Time: 1942.55 ms
[2021-01-21 22:34:40 main:574] : INFO : Epoch 1562 | loss: 0.0312523 | val_loss: 0.031251 | Time: 2046.8 ms
[2021-01-21 22:34:42 main:574] : INFO : Epoch 1563 | loss: 0.0312544 | val_loss: 0.0312561 | Time: 1987.04 ms
[2021-01-21 22:34:44 main:574] : INFO : Epoch 1564 | loss: 0.031254 | val_loss: 0.0312548 | Time: 2030.1 ms
[2021-01-21 22:34:46 main:574] : INFO : Epoch 1565 | loss: 0.0312555 | val_loss: 0.0312831 | Time: 2077.94 ms
[2021-01-21 22:34:48 main:574] : INFO : Epoch 1566 | loss: 0.0312613 | val_loss: 0.0312561 | Time: 2006.69 ms
[2021-01-21 22:34:50 main:574] : INFO : Epoch 1567 | loss: 0.0312556 | val_loss: 0.0312578 | Time: 2002.74 ms
[2021-01-21 22:34:52 main:574] : INFO : Epoch 1568 | loss: 0.0312574 | val_loss: 0.0312638 | Time: 1923.97 ms
[2021-01-21 22:34:54 main:574] : INFO : Epoch 1569 | loss: 0.0312532 | val_loss: 0.0312519 | Time: 2002.86 ms
[2021-01-21 22:34:56 main:574] : INFO : Epoch 1570 | loss: 0.0312553 | val_loss: 0.0312503 | Time: 2146.72 ms
[2021-01-21 22:34:58 main:574] : INFO : Epoch 1571 | loss: 0.0312545 | val_loss: 0.0312546 | Time: 1965.54 ms
[2021-01-21 22:35:00 main:574] : INFO : Epoch 1572 | loss: 0.0312528 | val_loss: 0.0312512 | Time: 1943.52 ms
[2021-01-21 22:35:02 main:574] : INFO : Epoch 1573 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 1931.69 ms
[2021-01-21 22:35:04 main:574] : INFO : Epoch 1574 | loss: 0.0312543 | val_loss: 0.0312505 | Time: 1939.38 ms
[2021-01-21 22:35:06 main:574] : INFO : Epoch 1575 | loss: 0.0312553 | val_loss: 0.0312527 | Time: 2023.12 ms
[2021-01-21 22:35:08 main:574] : INFO : Epoch 1576 | loss: 0.0312519 | val_loss: 0.0312545 | Time: 2074.41 ms
[2021-01-21 22:35:10 main:574] : INFO : Epoch 1577 | loss: 0.0312537 | val_loss: 0.03126 | Time: 1958.1 ms
[2021-01-21 22:35:13 main:574] : INFO : Epoch 1578 | loss: 0.0312521 | val_loss: 0.0312506 | Time: 2094.59 ms
[2021-01-21 22:35:15 main:574] : INFO : Epoch 1579 | loss: 0.0312586 | val_loss: 0.0312663 | Time: 1923.77 ms
[2021-01-21 22:35:17 main:574] : INFO : Epoch 1580 | loss: 0.0312549 | val_loss: 0.0312532 | Time: 1976.93 ms
[2021-01-21 22:35:19 main:574] : INFO : Epoch 1581 | loss: 0.0312556 | val_loss: 0.031251 | Time: 1959.94 ms
[2021-01-21 22:35:21 main:574] : INFO : Epoch 1582 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 2038.79 ms
[2021-01-21 22:35:23 main:574] : INFO : Epoch 1583 | loss: 0.0312592 | val_loss: 0.0312507 | Time: 1919.14 ms
[2021-01-21 22:35:25 main:574] : INFO : Epoch 1584 | loss: 0.0312546 | val_loss: 0.031252 | Time: 1961.45 ms
[2021-01-21 22:35:27 main:574] : INFO : Epoch 1585 | loss: 0.0312523 | val_loss: 0.0312507 | Time: 2002.4 ms
[2021-01-21 22:35:29 main:574] : INFO : Epoch 1586 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 1929.76 ms
[2021-01-21 22:35:31 main:574] : INFO : Epoch 1587 | loss: 0.0312531 | val_loss: 0.0312533 | Time: 1924.87 ms
[2021-01-21 22:35:33 main:574] : INFO : Epoch 1588 | loss: 0.0312529 | val_loss: 0.0312507 | Time: 2069.72 ms
[2021-01-21 22:35:35 main:574] : INFO : Epoch 1589 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 1962.18 ms
[2021-01-21 22:35:37 main:574] : INFO : Epoch 1590 | loss: 0.0312537 | val_loss: 0.0312529 | Time: 1938.92 ms
[2021-01-21 22:35:39 main:574] : INFO : Epoch 1591 | loss: 0.0312523 | val_loss: 0.0312531 | Time: 1997.48 ms
[2021-01-21 22:35:41 main:574] : INFO : Epoch 1592 | loss: 0.0312548 | val_loss: 0.0312695 | Time: 1945.37 ms
[2021-01-21 22:35:43 main:574] : INFO : Epoch 1593 | loss: 0.0312579 | val_loss: 0.0312573 | Time: 1922.22 ms
[2021-01-21 22:35:45 main:574] : INFO : Epoch 1594 | loss: 0.031254 | val_loss: 0.0312593 | Time: 1931.31 ms
[2021-01-21 22:35:46 main:574] : INFO : Epoch 1595 | loss: 0.0312545 | val_loss: 0.0312531 | Time: 1912 ms
[2021-01-21 22:35:49 main:574] : INFO : Epoch 1596 | loss: 0.0312527 | val_loss: 0.031263 | Time: 2019.89 ms
[2021-01-21 22:35:51 main:574] : INFO : Epoch 1597 | loss: 0.0312571 | val_loss: 0.0312542 | Time: 2001.24 ms
[2021-01-21 22:35:53 main:574] : INFO : Epoch 1598 | loss: 0.0312547 | val_loss: 0.0312504 | Time: 2096.45 ms
[2021-01-21 22:35:55 main:574] : INFO : Epoch 1599 | loss: 0.0312618 | val_loss: 0.0312709 | Time: 1907.86 ms
[2021-01-21 22:35:57 main:574] : INFO : Epoch 1600 | loss: 0.0312585 | val_loss: 0.0312628 | Time: 1972.08 ms
[2021-01-21 22:35:59 main:574] : INFO : Epoch 1601 | loss: 0.0312575 | val_loss: 0.0312512 | Time: 1930.21 ms
[2021-01-21 22:36:00 main:574] : INFO : Epoch 1602 | loss: 0.0312526 | val_loss: 0.031253 | Time: 1914.78 ms
[2021-01-21 22:36:03 main:574] : INFO : Epoch 1603 | loss: 0.031256 | val_loss: 0.0312519 | Time: 2096.15 ms
[2021-01-21 22:36:05 main:574] : INFO : Epoch 1604 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1954.24 ms
[2021-01-21 22:36:07 main:574] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1989.34 ms
[2021-01-21 22:36:09 main:574] : INFO : Epoch 1606 | loss: 0.0312547 | val_loss: 0.0312581 | Time: 1950.74 ms
[2021-01-21 22:36:11 main:574] : INFO : Epoch 1607 | loss: 0.0312572 | val_loss: 0.0312546 | Time: 2081.93 ms
[2021-01-21 22:36:13 main:574] : INFO : Epoch 1608 | loss: 0.031255 | val_loss: 0.0312522 | Time: 2102.58 ms
[2021-01-21 22:36:15 main:574] : INFO : Epoch 1609 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 1952.57 ms
[2021-01-21 22:36:17 main:574] : INFO : Epoch 1610 | loss: 0.0312527 | val_loss: 0.0312515 | Time: 1977.13 ms
[2021-01-21 22:36:19 main:574] : INFO : Epoch 1611 | loss: 0.031252 | val_loss: 0.031258 | Time: 2024.94 ms
[2021-01-21 22:36:21 main:574] : INFO : Epoch 1612 | loss: 0.0312543 | val_loss: 0.0312521 | Time: 1960.51 ms
[2021-01-21 22:36:23 main:574] : INFO : Epoch 1613 | loss: 0.0312531 | val_loss: 0.0312508 | Time: 1954.05 ms
[2021-01-21 22:36:25 main:574] : INFO : Epoch 1614 | loss: 0.0312521 | val_loss: 0.0312557 | Time: 2009.7 ms
[2021-01-21 22:36:27 main:574] : INFO : Epoch 1615 | loss: 0.0312558 | val_loss: 0.0312547 | Time: 2087.83 ms
[2021-01-21 22:36:29 main:574] : INFO : Epoch 1616 | loss: 0.0312554 | val_loss: 0.0312515 | Time: 2057.9 ms
[2021-01-21 22:36:31 main:574] : INFO : Epoch 1617 | loss: 0.0312519 | val_loss: 0.031252 | Time: 2126.45 ms
[2021-01-21 22:36:33 main:574] : INFO : Epoch 1618 | loss: 0.0312526 | val_loss: 0.0312508 | Time: 1913.33 ms
[2021-01-21 22:36:35 main:574] : INFO : Epoch 1619 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 2031.17 ms
[2021-01-21 22:36:37 main:574] : INFO : Epoch 1620 | loss: 0.0312532 | val_loss: 0.0312565 | Time: 1987.36 ms
[2021-01-21 22:36:39 main:574] : INFO : Epoch 1621 | loss: 0.0312571 | val_loss: 0.0312701 | Time: 1985.29 ms
[2021-01-21 22:36:41 main:574] : INFO : Epoch 1622 | loss: 0.0312584 | val_loss: 0.0312511 | Time: 2080.3 ms
[2021-01-21 22:36:43 main:574] : INFO : Epoch 1623 | loss: 0.0312524 | val_loss: 0.031252 | Time: 2015.69 ms
[2021-01-21 22:36:45 main:574] : INFO : Epoch 1624 | loss: 0.0312541 | val_loss: 0.0312573 | Time: 2030.23 ms
[2021-01-21 22:36:47 main:574] : INFO : Epoch 1625 | loss: 0.0312548 | val_loss: 0.0312515 | Time: 2002.55 ms
[2021-01-21 22:36:49 main:574] : INFO : Epoch 1626 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1942.54 ms
[2021-01-21 22:36:51 main:574] : INFO : Epoch 1627 | loss: 0.0312525 | val_loss: 0.0312507 | Time: 1909.01 ms
[2021-01-21 22:36:53 main:574] : INFO : Epoch 1628 | loss: 0.0312521 | val_loss: 0.0312552 | Time: 1924.72 ms
[2021-01-21 22:36:55 main:574] : INFO : Epoch 1629 | loss: 0.0312528 | val_loss: 0.031251 | Time: 1958.02 ms
[2021-01-21 22:36:57 main:574] : INFO : Epoch 1630 | loss: 0.0312529 | val_loss: 0.0312542 | Time: 1944.86 ms
[2021-01-21 22:36:59 main:574] : INFO : Epoch 1631 | loss: 0.0312531 | val_loss: 0.0312566 | Time: 2032.49 ms
[2021-01-21 22:37:01 main:574] : INFO : Epoch 1632 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 2051.87 ms
[2021-01-21 22:37:03 main:574] : INFO : Epoch 1633 | loss: 0.0312536 | val_loss: 0.031252 | Time: 1933.6 ms
[2021-01-21 22:37:05 main:574] : INFO : Epoch 1634 | loss: 0.0312548 | val_loss: 0.0312541 | Time: 2074.22 ms
[2021-01-21 22:37:07 main:574] : INFO : Epoch 1635 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 2025.67 ms
[2021-01-21 22:37:09 main:574] : INFO : Epoch 1636 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1933.82 ms
[2021-01-21 22:37:11 main:574] : INFO : Epoch 1637 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 1960.38 ms
[2021-01-21 22:37:13 main:574] : INFO : Epoch 1638 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1945.05 ms
[2021-01-21 22:37:15 main:574] : INFO : Epoch 1639 | loss: 0.0312526 | val_loss: 0.0312511 | Time: 1974.93 ms
[2021-01-21 22:37:17 main:574] : INFO : Epoch 1640 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 1993.41 ms
[2021-01-21 22:37:19 main:574] : INFO : Epoch 1641 | loss: 0.0312517 | val_loss: 0.0312639 | Time: 2002.23 ms
[2021-01-21 22:37:21 main:574] : INFO : Epoch 1642 | loss: 0.031259 | val_loss: 0.0312631 | Time: 2006.11 ms
[2021-01-21 22:37:23 main:574] : INFO : Epoch 1643 | loss: 0.0312546 | val_loss: 0.0312504 | Time: 2001.25 ms
[2021-01-21 22:37:25 main:574] : INFO : Epoch 1644 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1953.48 ms
[2021-01-21 22:37:27 main:574] : INFO : Epoch 1645 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 1962.72 ms
[2021-01-21 22:37:29 main:574] : INFO : Epoch 1646 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 1972.56 ms
[2021-01-21 22:37:31 main:574] : INFO : Epoch 1647 | loss: 0.031252 | val_loss: 0.0312529 | Time: 2080.49 ms
[2021-01-21 22:37:33 main:574] : INFO : Epoch 1648 | loss: 0.0312525 | val_loss: 0.0312528 | Time: 2017.08 ms
[2021-01-21 22:37:35 main:574] : INFO : Epoch 1649 | loss: 0.0312517 | val_loss: 0.0312544 | Time: 2006.08 ms
[2021-01-21 22:37:37 main:574] : INFO : Epoch 1650 | loss: 0.0312538 | val_loss: 0.0312519 | Time: 1931.96 ms
[2021-01-21 22:37:39 main:574] : INFO : Epoch 1651 | loss: 0.0312544 | val_loss: 0.031258 | Time: 1962.34 ms
[2021-01-21 22:37:41 main:574] : INFO : Epoch 1652 | loss: 0.0312551 | val_loss: 0.0312527 | Time: 2005.75 ms
[2021-01-21 22:37:43 main:574] : INFO : Epoch 1653 | loss: 0.0312565 | val_loss: 0.0312527 | Time: 1995.03 ms
[2021-01-21 22:37:45 main:574] : INFO : Epoch 1654 | loss: 0.0312523 | val_loss: 0.0312517 | Time: 1946.05 ms
[2021-01-21 22:37:47 main:574] : INFO : Epoch 1655 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1918.97 ms
[2021-01-21 22:37:49 main:574] : INFO : Epoch 1656 | loss: 0.0312521 | val_loss: 0.031253 | Time: 1909.05 ms
[2021-01-21 22:37:51 main:574] : INFO : Epoch 1657 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 2032.65 ms
[2021-01-21 22:37:53 main:574] : INFO : Epoch 1658 | loss: 0.031251 | val_loss: 0.0312535 | Time: 2068.48 ms
[2021-01-21 22:37:55 main:574] : INFO : Epoch 1659 | loss: 0.0312521 | val_loss: 0.0312541 | Time: 1916.85 ms
[2021-01-21 22:37:57 main:574] : INFO : Epoch 1660 | loss: 0.031253 | val_loss: 0.0312552 | Time: 1953.79 ms
[2021-01-21 22:37:59 main:574] : INFO : Epoch 1661 | loss: 0.0312531 | val_loss: 0.0312504 | Time: 2033.3 ms
[2021-01-21 22:38:01 main:574] : INFO : Epoch 1662 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 1949.72 ms
[2021-01-21 22:38:03 main:574] : INFO : Epoch 1663 | loss: 0.0312514 | val_loss: 0.031255 | Time: 1971.12 ms
[2021-01-21 22:38:05 main:574] : INFO : Epoch 1664 | loss: 0.0312552 | val_loss: 0.0312542 | Time: 2002.68 ms
[2021-01-21 22:38:07 main:574] : INFO : Epoch 1665 | loss: 0.0312521 | val_loss: 0.031252 | Time: 1941.5 ms
[2021-01-21 22:38:09 main:574] : INFO : Epoch 1666 | loss: 0.0312545 | val_loss: 0.0312534 | Time: 1899.54 ms
[2021-01-21 22:38:11 main:574] : INFO : Epoch 1667 | loss: 0.0312527 | val_loss: 0.0312519 | Time: 1919.04 ms
[2021-01-21 22:38:13 main:574] : INFO : Epoch 1668 | loss: 0.0312534 | val_loss: 0.0312555 | Time: 1925.28 ms
[2021-01-21 22:38:15 main:574] : INFO : Epoch 1669 | loss: 0.0312563 | val_loss: 0.0312527 | Time: 1893.85 ms
[2021-01-21 22:38:17 main:574] : INFO : Epoch 1670 | loss: 0.031256 | val_loss: 0.0312559 | Time: 2059.57 ms
[2021-01-21 22:38:19 main:574] : INFO : Epoch 1671 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 1909.48 ms
[2021-01-21 22:38:21 main:574] : INFO : Epoch 1672 | loss: 0.0312531 | val_loss: 0.0312513 | Time: 1940.24 ms
[2021-01-21 22:38:23 main:574] : INFO : Epoch 1673 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2108.08 ms
[2021-01-21 22:38:25 main:574] : INFO : Epoch 1674 | loss: 0.0312521 | val_loss: 0.0312512 | Time: 1996.84 ms
[2021-01-21 22:38:27 main:574] : INFO : Epoch 1675 | loss: 0.0312534 | val_loss: 0.0312515 | Time: 1945.78 ms
[2021-01-21 22:38:29 main:574] : INFO : Epoch 1676 | loss: 0.0312533 | val_loss: 0.0312583 | Time: 2079.72 ms
[2021-01-21 22:38:31 main:574] : INFO : Epoch 1677 | loss: 0.0312554 | val_loss: 0.0312544 | Time: 1970.64 ms
[2021-01-21 22:38:33 main:574] : INFO : Epoch 1678 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 1928.03 ms
[2021-01-21 22:38:35 main:574] : INFO : Epoch 1679 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2005.35 ms
[2021-01-21 22:38:37 main:574] : INFO : Epoch 1680 | loss: 0.031253 | val_loss: 0.0312551 | Time: 1917.2 ms
[2021-01-21 22:38:39 main:574] : INFO : Epoch 1681 | loss: 0.0312646 | val_loss: 0.0312666 | Time: 2010.59 ms
[2021-01-21 22:38:41 main:574] : INFO : Epoch 1682 | loss: 0.0312555 | val_loss: 0.0312561 | Time: 2066.67 ms
[2021-01-21 22:38:43 main:574] : INFO : Epoch 1683 | loss: 0.0312558 | val_loss: 0.0312531 | Time: 2127.08 ms
[2021-01-21 22:38:45 main:574] : INFO : Epoch 1684 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 1911.69 ms
[2021-01-21 22:38:47 main:574] : INFO : Epoch 1685 | loss: 0.0312523 | val_loss: 0.031251 | Time: 1903.94 ms
[2021-01-21 22:38:49 main:574] : INFO : Epoch 1686 | loss: 0.0312525 | val_loss: 0.0312534 | Time: 2115.12 ms
[2021-01-21 22:38:52 main:574] : INFO : Epoch 1687 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 2141.69 ms
[2021-01-21 22:38:54 main:574] : INFO : Epoch 1688 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 2001.08 ms
[2021-01-21 22:38:56 main:574] : INFO : Epoch 1689 | loss: 0.0312556 | val_loss: 0.0312545 | Time: 2104.5 ms
[2021-01-21 22:38:58 main:574] : INFO : Epoch 1690 | loss: 0.0312592 | val_loss: 0.0312532 | Time: 2012.83 ms
[2021-01-21 22:39:00 main:574] : INFO : Epoch 1691 | loss: 0.0312548 | val_loss: 0.0312518 | Time: 1986.63 ms
[2021-01-21 22:39:02 main:574] : INFO : Epoch 1692 | loss: 0.031253 | val_loss: 0.0312532 | Time: 1963.55 ms
[2021-01-21 22:39:04 main:574] : INFO : Epoch 1693 | loss: 0.0312541 | val_loss: 0.0312561 | Time: 2009.73 ms
[2021-01-21 22:39:06 main:574] : INFO : Epoch 1694 | loss: 0.0312545 | val_loss: 0.0312533 | Time: 1904.96 ms
[2021-01-21 22:39:08 main:574] : INFO : Epoch 1695 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1941.75 ms
[2021-01-21 22:39:10 main:574] : INFO : Epoch 1696 | loss: 0.0312525 | val_loss: 0.0312559 | Time: 2064.69 ms
[2021-01-21 22:39:12 main:574] : INFO : Epoch 1697 | loss: 0.0312549 | val_loss: 0.0312545 | Time: 1957.51 ms
[2021-01-21 22:39:14 main:574] : INFO : Epoch 1698 | loss: 0.0312525 | val_loss: 0.0312582 | Time: 2143.76 ms
[2021-01-21 22:39:16 main:574] : INFO : Epoch 1699 | loss: 0.0312571 | val_loss: 0.0312592 | Time: 1934.67 ms
[2021-01-21 22:39:18 main:574] : INFO : Epoch 1700 | loss: 0.0312557 | val_loss: 0.0312701 | Time: 1922.72 ms
[2021-01-21 22:39:20 main:574] : INFO : Epoch 1701 | loss: 0.0312547 | val_loss: 0.0312513 | Time: 2188.24 ms
[2021-01-21 22:39:22 main:574] : INFO : Epoch 1702 | loss: 0.0312521 | val_loss: 0.0312548 | Time: 1950.64 ms
[2021-01-21 22:39:24 main:574] : INFO : Epoch 1703 | loss: 0.0312556 | val_loss: 0.0312537 | Time: 2139.28 ms
[2021-01-21 22:39:26 main:574] : INFO : Epoch 1704 | loss: 0.0312565 | val_loss: 0.0312529 | Time: 2126.33 ms
[2021-01-21 22:39:28 main:574] : INFO : Epoch 1705 | loss: 0.0312549 | val_loss: 0.0312539 | Time: 1996.25 ms
[2021-01-21 22:39:30 main:574] : INFO : Epoch 1706 | loss: 0.0312553 | val_loss: 0.0312577 | Time: 1984.59 ms
[2021-01-21 22:39:32 main:574] : INFO : Epoch 1707 | loss: 0.0312543 | val_loss: 0.031259 | Time: 1923.52 ms
[2021-01-21 22:39:34 main:574] : INFO : Epoch 1708 | loss: 0.0312547 | val_loss: 0.0312537 | Time: 1910.59 ms
[2021-01-21 22:39:36 main:574] : INFO : Epoch 1709 | loss: 0.0312528 | val_loss: 0.0312521 | Time: 1967.48 ms
[2021-01-21 22:39:38 main:574] : INFO : Epoch 1710 | loss: 0.0312539 | val_loss: 0.0312582 | Time: 2009.1 ms
[2021-01-21 22:39:40 main:574] : INFO : Epoch 1711 | loss: 0.0312579 | val_loss: 0.0312636 | Time: 1966.25 ms
[2021-01-21 22:39:42 main:574] : INFO : Epoch 1712 | loss: 0.031255 | val_loss: 0.0312587 | Time: 1923.89 ms
[2021-01-21 22:39:44 main:574] : INFO : Epoch 1713 | loss: 0.0312546 | val_loss: 0.0312516 | Time: 1979.81 ms
[2021-01-21 22:39:46 main:574] : INFO : Epoch 1714 | loss: 0.0312532 | val_loss: 0.0312556 | Time: 1941.01 ms
[2021-01-21 22:39:48 main:574] : INFO : Epoch 1715 | loss: 0.0312549 | val_loss: 0.0312586 | Time: 2067.18 ms
[2021-01-21 22:39:50 main:574] : INFO : Epoch 1716 | loss: 0.0312548 | val_loss: 0.031252 | Time: 2057.4 ms
[2021-01-21 22:39:52 main:574] : INFO : Epoch 1717 | loss: 0.0312583 | val_loss: 0.0312581 | Time: 1885.31 ms
[2021-01-21 22:39:54 main:574] : INFO : Epoch 1718 | loss: 0.031256 | val_loss: 0.0312515 | Time: 2030.82 ms
[2021-01-21 22:39:56 main:574] : INFO : Epoch 1719 | loss: 0.0312539 | val_loss: 0.0312515 | Time: 2026.45 ms
[2021-01-21 22:39:58 main:574] : INFO : Epoch 1720 | loss: 0.0312545 | val_loss: 0.0312562 | Time: 1907.32 ms
[2021-01-21 22:40:00 main:574] : INFO : Epoch 1721 | loss: 0.0312527 | val_loss: 0.0312511 | Time: 1922.78 ms
[2021-01-21 22:40:02 main:574] : INFO : Epoch 1722 | loss: 0.0312518 | val_loss: 0.0312541 | Time: 2094.21 ms
[2021-01-21 22:40:05 main:574] : INFO : Epoch 1723 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 2018.5 ms
[2021-01-21 22:40:07 main:574] : INFO : Epoch 1724 | loss: 0.0312545 | val_loss: 0.0312535 | Time: 2010.62 ms
[2021-01-21 22:40:09 main:574] : INFO : Epoch 1725 | loss: 0.0312548 | val_loss: 0.0312531 | Time: 2081.88 ms
[2021-01-21 22:40:11 main:574] : INFO : Epoch 1726 | loss: 0.0312545 | val_loss: 0.0312607 | Time: 2106.63 ms
[2021-01-21 22:40:13 main:574] : INFO : Epoch 1727 | loss: 0.0312568 | val_loss: 0.0312558 | Time: 2031.54 ms
[2021-01-21 22:40:15 main:574] : INFO : Epoch 1728 | loss: 0.031254 | val_loss: 0.0312519 | Time: 2093.33 ms
[2021-01-21 22:40:17 main:574] : INFO : Epoch 1729 | loss: 0.0312529 | val_loss: 0.0312506 | Time: 2016.26 ms
[2021-01-21 22:40:19 main:574] : INFO : Epoch 1730 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 2079.1 ms
[2021-01-21 22:40:21 main:574] : INFO : Epoch 1731 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 2007.3 ms
[2021-01-21 22:40:23 main:574] : INFO : Epoch 1732 | loss: 0.0312533 | val_loss: 0.0312512 | Time: 1922.16 ms
[2021-01-21 22:40:25 main:574] : INFO : Epoch 1733 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 1982.98 ms
[2021-01-21 22:40:27 main:574] : INFO : Epoch 1734 | loss: 0.0312545 | val_loss: 0.0312528 | Time: 2158.71 ms
[2021-01-21 22:40:30 main:574] : INFO : Epoch 1735 | loss: 0.031256 | val_loss: 0.0312601 | Time: 2160.63 ms
[2021-01-21 22:40:31 main:574] : INFO : Epoch 1736 | loss: 0.0312574 | val_loss: 0.0312588 | Time: 1933.19 ms
[2021-01-21 22:40:33 main:574] : INFO : Epoch 1737 | loss: 0.0312559 | val_loss: 0.0312538 | Time: 1973.87 ms
[2021-01-21 22:40:35 main:574] : INFO : Epoch 1738 | loss: 0.0312575 | val_loss: 0.0312635 | Time: 1967.42 ms
[2021-01-21 22:40:37 main:574] : INFO : Epoch 1739 | loss: 0.0312593 | val_loss: 0.0312576 | Time: 1984.08 ms
[2021-01-21 22:40:40 main:574] : INFO : Epoch 1740 | loss: 0.0312586 | val_loss: 0.031264 | Time: 2134.03 ms
[2021-01-21 22:40:42 main:574] : INFO : Epoch 1741 | loss: 0.0312523 | val_loss: 0.0312515 | Time: 2082.5 ms
[2021-01-21 22:40:44 main:574] : INFO : Epoch 1742 | loss: 0.031253 | val_loss: 0.0312558 | Time: 2012.25 ms
[2021-01-21 22:40:46 main:574] : INFO : Epoch 1743 | loss: 0.0312639 | val_loss: 0.0312521 | Time: 1901.68 ms
[2021-01-21 22:40:48 main:574] : INFO : Epoch 1744 | loss: 0.0312528 | val_loss: 0.0312544 | Time: 1918.89 ms
[2021-01-21 22:40:50 main:574] : INFO : Epoch 1745 | loss: 0.0312531 | val_loss: 0.0312553 | Time: 1946.64 ms
[2021-01-21 22:40:52 main:574] : INFO : Epoch 1746 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 2049.44 ms
[2021-01-21 22:40:54 main:574] : INFO : Epoch 1747 | loss: 0.0312561 | val_loss: 0.0312769 | Time: 1963.29 ms
[2021-01-21 22:40:56 main:574] : INFO : Epoch 1748 | loss: 0.0312595 | val_loss: 0.0312539 | Time: 1933.64 ms
[2021-01-21 22:40:58 main:574] : INFO : Epoch 1749 | loss: 0.0312524 | val_loss: 0.0312546 | Time: 1957.72 ms
[2021-01-21 22:41:00 main:574] : INFO : Epoch 1750 | loss: 0.0312543 | val_loss: 0.0312525 | Time: 2090.78 ms
[2021-01-21 22:41:02 main:574] : INFO : Epoch 1751 | loss: 0.0312535 | val_loss: 0.0312516 | Time: 1921.52 ms
[2021-01-21 22:41:04 main:574] : INFO : Epoch 1752 | loss: 0.0312536 | val_loss: 0.0312521 | Time: 1918.63 ms
[2021-01-21 22:41:06 main:574] : INFO : Epoch 1753 | loss: 0.031256 | val_loss: 0.0312568 | Time: 1940.19 ms
[2021-01-21 22:41:08 main:574] : INFO : Epoch 1754 | loss: 0.0312544 | val_loss: 0.0312558 | Time: 2021.24 ms
[2021-01-21 22:41:10 main:574] : INFO : Epoch 1755 | loss: 0.0312524 | val_loss: 0.0312537 | Time: 1932.31 ms
[2021-01-21 22:41:12 main:574] : INFO : Epoch 1756 | loss: 0.0312525 | val_loss: 0.0312572 | Time: 1932.83 ms
[2021-01-21 22:41:14 main:574] : INFO : Epoch 1757 | loss: 0.0312529 | val_loss: 0.0312508 | Time: 2036.18 ms
[2021-01-21 22:41:16 main:574] : INFO : Epoch 1758 | loss: 0.031251 | val_loss: 0.0312529 | Time: 1957.28 ms
[2021-01-21 22:41:18 main:574] : INFO : Epoch 1759 | loss: 0.0312593 | val_loss: 0.0312524 | Time: 2046.18 ms
[2021-01-21 22:41:20 main:574] : INFO : Epoch 1760 | loss: 0.0312523 | val_loss: 0.0312566 | Time: 1962.71 ms
[2021-01-21 22:41:22 main:574] : INFO : Epoch 1761 | loss: 0.0312547 | val_loss: 0.0312531 | Time: 1930.76 ms
[2021-01-21 22:41:24 main:574] : INFO : Epoch 1762 | loss: 0.0312558 | val_loss: 0.0312571 | Time: 1921.67 ms
[2021-01-21 22:41:26 main:574] : INFO : Epoch 1763 | loss: 0.0312601 | val_loss: 0.0312578 | Time: 1905.72 ms
[2021-01-21 22:41:28 main:574] : INFO : Epoch 1764 | loss: 0.0312585 | val_loss: 0.031253 | Time: 1914.12 ms
[2021-01-21 22:41:29 main:574] : INFO : Epoch 1765 | loss: 0.0312531 | val_loss: 0.0312551 | Time: 1919.26 ms
[2021-01-21 22:41:31 main:574] : INFO : Epoch 1766 | loss: 0.0312567 | val_loss: 0.0312519 | Time: 1905.2 ms
[2021-01-21 22:41:33 main:574] : INFO : Epoch 1767 | loss: 0.0312542 | val_loss: 0.0312589 | Time: 1957.43 ms
[2021-01-21 22:41:35 main:574] : INFO : Epoch 1768 | loss: 0.0312568 | val_loss: 0.0312597 | Time: 1995.01 ms
[2021-01-21 22:41:37 main:574] : INFO : Epoch 1769 | loss: 0.0312579 | val_loss: 0.0312527 | Time: 2006.48 ms
[2021-01-21 22:41:39 main:574] : INFO : Epoch 1770 | loss: 0.0312551 | val_loss: 0.0312505 | Time: 1937.49 ms
[2021-01-21 22:41:41 main:574] : INFO : Epoch 1771 | loss: 0.0312519 | val_loss: 0.0312524 | Time: 1963.92 ms
[2021-01-21 22:41:43 main:574] : INFO : Epoch 1772 | loss: 0.0312526 | val_loss: 0.0312508 | Time: 1953.84 ms
[2021-01-21 22:41:45 main:574] : INFO : Epoch 1773 | loss: 0.0312532 | val_loss: 0.0312521 | Time: 1987.93 ms
[2021-01-21 22:41:47 main:574] : INFO : Epoch 1774 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 1999.3 ms
[2021-01-21 22:41:49 main:574] : INFO : Epoch 1775 | loss: 0.0312531 | val_loss: 0.0312544 | Time: 1923.02 ms
[2021-01-21 22:41:51 main:574] : INFO : Epoch 1776 | loss: 0.0312533 | val_loss: 0.0312551 | Time: 1945.71 ms
[2021-01-21 22:41:53 main:574] : INFO : Epoch 1777 | loss: 0.031256 | val_loss: 0.031258 | Time: 1904.22 ms
[2021-01-21 22:41:55 main:574] : INFO : Epoch 1778 | loss: 0.0312573 | val_loss: 0.0312515 | Time: 1916.72 ms
[2021-01-21 22:41:57 main:574] : INFO : Epoch 1779 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 1927.8 ms
[2021-01-21 22:41:59 main:574] : INFO : Epoch 1780 | loss: 0.0312545 | val_loss: 0.0312525 | Time: 1952.11 ms
[2021-01-21 22:42:01 main:574] : INFO : Epoch 1781 | loss: 0.0312544 | val_loss: 0.0312542 | Time: 2005.52 ms
[2021-01-21 22:42:03 main:574] : INFO : Epoch 1782 | loss: 0.0312543 | val_loss: 0.0312577 | Time: 1960.48 ms
[2021-01-21 22:42:05 main:574] : INFO : Epoch 1783 | loss: 0.0312569 | val_loss: 0.0312563 | Time: 1998.05 ms
[2021-01-21 22:42:07 main:574] : INFO : Epoch 1784 | loss: 0.0312528 | val_loss: 0.0312533 | Time: 1795.08 ms
[2021-01-21 22:42:09 main:574] : INFO : Epoch 1785 | loss: 0.0312577 | val_loss: 0.0312727 | Time: 1962.78 ms
[2021-01-21 22:42:11 main:574] : INFO : Epoch 1786 | loss: 0.0312605 | val_loss: 0.0312542 | Time: 1931.67 ms
[2021-01-21 22:42:13 main:574] : INFO : Epoch 1787 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 1952.55 ms
[2021-01-21 22:42:15 main:574] : INFO : Epoch 1788 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 1923.7 ms
[2021-01-21 22:42:16 main:574] : INFO : Epoch 1789 | loss: 0.0312544 | val_loss: 0.0312748 | Time: 1696.58 ms
[2021-01-21 22:42:18 main:574] : INFO : Epoch 1790 | loss: 0.031259 | val_loss: 0.0312817 | Time: 1707.08 ms
[2021-01-21 22:42:20 main:574] : INFO : Epoch 1791 | loss: 0.0312638 | val_loss: 0.0312504 | Time: 1732.82 ms
[2021-01-21 22:42:22 main:574] : INFO : Epoch 1792 | loss: 0.0312577 | val_loss: 0.0312533 | Time: 1972.38 ms
[2021-01-21 22:42:24 main:574] : INFO : Epoch 1793 | loss: 0.0312536 | val_loss: 0.0312586 | Time: 1965.37 ms
[2021-01-21 22:42:26 main:574] : INFO : Epoch 1794 | loss: 0.0312545 | val_loss: 0.0312597 | Time: 1913.76 ms
[2021-01-21 22:42:28 main:574] : INFO : Epoch 1795 | loss: 0.0312562 | val_loss: 0.0312521 | Time: 1935.92 ms
[2021-01-21 22:42:29 main:574] : INFO : Epoch 1796 | loss: 0.0312542 | val_loss: 0.0312536 | Time: 1939.25 ms
[2021-01-21 22:42:31 main:574] : INFO : Epoch 1797 | loss: 0.0312527 | val_loss: 0.0312559 | Time: 1931.38 ms
[2021-01-21 22:42:33 main:574] : INFO : Epoch 1798 | loss: 0.0312538 | val_loss: 0.0312579 | Time: 1931.63 ms
[2021-01-21 22:42:35 main:574] : INFO : Epoch 1799 | loss: 0.0312553 | val_loss: 0.0312564 | Time: 1962.04 ms
[2021-01-21 22:42:38 main:574] : INFO : Epoch 1800 | loss: 0.0312586 | val_loss: 0.0312591 | Time: 2072.69 ms
[2021-01-21 22:42:39 main:574] : INFO : Epoch 1801 | loss: 0.0312567 | val_loss: 0.031253 | Time: 1894.05 ms
[2021-01-21 22:42:41 main:574] : INFO : Epoch 1802 | loss: 0.0312597 | val_loss: 0.0312755 | Time: 1933.54 ms
[2021-01-21 22:42:43 main:574] : INFO : Epoch 1803 | loss: 0.0312655 | val_loss: 0.0312518 | Time: 2017.9 ms
[2021-01-21 22:42:45 main:574] : INFO : Epoch 1804 | loss: 0.0312536 | val_loss: 0.0312507 | Time: 1950.23 ms
[2021-01-21 22:42:47 main:574] : INFO : Epoch 1805 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1929.11 ms
[2021-01-21 22:42:50 main:574] : INFO : Epoch 1806 | loss: 0.0312535 | val_loss: 0.0312552 | Time: 2135.94 ms
[2021-01-21 22:42:52 main:574] : INFO : Epoch 1807 | loss: 0.0312549 | val_loss: 0.0312592 | Time: 2133.95 ms
[2021-01-21 22:42:54 main:574] : INFO : Epoch 1808 | loss: 0.0312548 | val_loss: 0.0312562 | Time: 2028.63 ms
[2021-01-21 22:42:56 main:574] : INFO : Epoch 1809 | loss: 0.0312528 | val_loss: 0.0312524 | Time: 2091.39 ms
[2021-01-21 22:42:58 main:574] : INFO : Epoch 1810 | loss: 0.0312511 | val_loss: 0.031252 | Time: 1938.75 ms
[2021-01-21 22:43:00 main:574] : INFO : Epoch 1811 | loss: 0.0312546 | val_loss: 0.0312513 | Time: 1955.71 ms
[2021-01-21 22:43:02 main:574] : INFO : Epoch 1812 | loss: 0.0312534 | val_loss: 0.0312528 | Time: 1958.99 ms
[2021-01-21 22:43:04 main:574] : INFO : Epoch 1813 | loss: 0.0312525 | val_loss: 0.0312522 | Time: 2032.56 ms
[2021-01-21 22:43:06 main:574] : INFO : Epoch 1814 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 2097.26 ms
[2021-01-21 22:43:08 main:574] : INFO : Epoch 1815 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1944.48 ms
[2021-01-21 22:43:10 main:574] : INFO : Epoch 1816 | loss: 0.0312535 | val_loss: 0.0312531 | Time: 1952.38 ms
[2021-01-21 22:43:12 main:574] : INFO : Epoch 1817 | loss: 0.031253 | val_loss: 0.0312512 | Time: 1944.63 ms
[2021-01-21 22:43:14 main:574] : INFO : Epoch 1818 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 2108.67 ms
[2021-01-21 22:43:16 main:574] : INFO : Epoch 1819 | loss: 0.031253 | val_loss: 0.0312505 | Time: 1962.05 ms
[2021-01-21 22:43:18 main:574] : INFO : Epoch 1820 | loss: 0.0312523 | val_loss: 0.0312556 | Time: 1955.53 ms
[2021-01-21 22:43:20 main:574] : INFO : Epoch 1821 | loss: 0.031253 | val_loss: 0.0312518 | Time: 2109.15 ms
[2021-01-21 22:43:22 main:574] : INFO : Epoch 1822 | loss: 0.0312547 | val_loss: 0.0312542 | Time: 2114.99 ms
[2021-01-21 22:43:24 main:574] : INFO : Epoch 1823 | loss: 0.0312528 | val_loss: 0.0312569 | Time: 2030.52 ms
[2021-01-21 22:43:26 main:574] : INFO : Epoch 1824 | loss: 0.0312541 | val_loss: 0.031255 | Time: 1962.88 ms
[2021-01-21 22:43:28 main:574] : INFO : Epoch 1825 | loss: 0.0312555 | val_loss: 0.031251 | Time: 2060.17 ms
[2021-01-21 22:43:30 main:574] : INFO : Epoch 1826 | loss: 0.0312579 | val_loss: 0.0312581 | Time: 2039.21 ms
[2021-01-21 22:43:32 main:574] : INFO : Epoch 1827 | loss: 0.0312543 | val_loss: 0.0312522 | Time: 1959.88 ms
[2021-01-21 22:43:34 main:574] : INFO : Epoch 1828 | loss: 0.0312516 | val_loss: 0.0312574 | Time: 1982.54 ms
[2021-01-21 22:43:36 main:574] : INFO : Epoch 1829 | loss: 0.0312532 | val_loss: 0.0312589 | Time: 1951.27 ms
[2021-01-21 22:43:38 main:574] : INFO : Epoch 1830 | loss: 0.0312574 | val_loss: 0.0312511 | Time: 1944.28 ms
[2021-01-21 22:43:40 main:574] : INFO : Epoch 1831 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 1974.03 ms
[2021-01-21 22:43:42 main:574] : INFO : Epoch 1832 | loss: 0.0312532 | val_loss: 0.0312542 | Time: 1926.59 ms
[2021-01-21 22:43:44 main:574] : INFO : Epoch 1833 | loss: 0.0312543 | val_loss: 0.0312552 | Time: 1904.74 ms
[2021-01-21 22:43:46 main:574] : INFO : Epoch 1834 | loss: 0.0312534 | val_loss: 0.0312516 | Time: 2015.51 ms
[2021-01-21 22:43:48 main:574] : INFO : Epoch 1835 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 1918.99 ms
[2021-01-21 22:43:50 main:574] : INFO : Epoch 1836 | loss: 0.0312544 | val_loss: 0.0312571 | Time: 1940.2 ms
[2021-01-21 22:43:52 main:574] : INFO : Epoch 1837 | loss: 0.0312528 | val_loss: 0.031251 | Time: 1901.88 ms
[2021-01-21 22:43:54 main:574] : INFO : Epoch 1838 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 1913.93 ms
[2021-01-21 22:43:56 main:574] : INFO : Epoch 1839 | loss: 0.0312537 | val_loss: 0.0312535 | Time: 2048.49 ms
[2021-01-21 22:43:58 main:574] : INFO : Epoch 1840 | loss: 0.0312545 | val_loss: 0.0312526 | Time: 1938.96 ms
[2021-01-21 22:44:00 main:574] : INFO : Epoch 1841 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1918.36 ms
[2021-01-21 22:44:02 main:574] : INFO : Epoch 1842 | loss: 0.0312533 | val_loss: 0.0312512 | Time: 1927.61 ms
[2021-01-21 22:44:04 main:574] : INFO : Epoch 1843 | loss: 0.0312528 | val_loss: 0.0312546 | Time: 1887.57 ms
[2021-01-21 22:44:06 main:574] : INFO : Epoch 1844 | loss: 0.0312539 | val_loss: 0.0312515 | Time: 2083.5 ms
[2021-01-21 22:44:08 main:574] : INFO : Epoch 1845 | loss: 0.031255 | val_loss: 0.0312584 | Time: 1912.21 ms
[2021-01-21 22:44:10 main:574] : INFO : Epoch 1846 | loss: 0.0312573 | val_loss: 0.0312556 | Time: 1919.36 ms
[2021-01-21 22:44:11 main:574] : INFO : Epoch 1847 | loss: 0.0312569 | val_loss: 0.0312533 | Time: 1912.53 ms
[2021-01-21 22:44:13 main:574] : INFO : Epoch 1848 | loss: 0.0312549 | val_loss: 0.0312505 | Time: 1891.68 ms
[2021-01-21 22:44:15 main:574] : INFO : Epoch 1849 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 2006.8 ms
[2021-01-21 22:44:17 main:574] : INFO : Epoch 1850 | loss: 0.0312522 | val_loss: 0.0312551 | Time: 1927.53 ms
[2021-01-21 22:44:19 main:574] : INFO : Epoch 1851 | loss: 0.0312557 | val_loss: 0.0312532 | Time: 1988.8 ms
[2021-01-21 22:44:21 main:574] : INFO : Epoch 1852 | loss: 0.03126 | val_loss: 0.0312542 | Time: 1926.89 ms
[2021-01-21 22:44:23 main:574] : INFO : Epoch 1853 | loss: 0.0312539 | val_loss: 0.0312543 | Time: 1941.04 ms
[2021-01-21 22:44:25 main:574] : INFO : Epoch 1854 | loss: 0.0312554 | val_loss: 0.0312534 | Time: 2039.33 ms
[2021-01-21 22:44:27 main:574] : INFO : Epoch 1855 | loss: 0.0312539 | val_loss: 0.031253 | Time: 1983.28 ms
[2021-01-21 22:44:29 main:574] : INFO : Epoch 1856 | loss: 0.031254 | val_loss: 0.0312533 | Time: 1904.87 ms
[2021-01-21 22:44:31 main:574] : INFO : Epoch 1857 | loss: 0.0312533 | val_loss: 0.0312524 | Time: 1917.72 ms
[2021-01-21 22:44:33 main:574] : INFO : Epoch 1858 | loss: 0.0312539 | val_loss: 0.031272 | Time: 1939.61 ms
[2021-01-21 22:44:35 main:574] : INFO : Epoch 1859 | loss: 0.0312576 | val_loss: 0.0312511 | Time: 1953.92 ms
[2021-01-21 22:44:37 main:574] : INFO : Epoch 1860 | loss: 0.0312529 | val_loss: 0.0312594 | Time: 1941.81 ms
[2021-01-21 22:44:39 main:574] : INFO : Epoch 1861 | loss: 0.0312531 | val_loss: 0.0312505 | Time: 1923.05 ms
[2021-01-21 22:44:41 main:574] : INFO : Epoch 1862 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1932.54 ms
[2021-01-21 22:44:43 main:574] : INFO : Epoch 1863 | loss: 0.031254 | val_loss: 0.0312571 | Time: 1955.81 ms
[2021-01-21 22:44:45 main:574] : INFO : Epoch 1864 | loss: 0.0312574 | val_loss: 0.0312523 | Time: 2017.69 ms
[2021-01-21 22:44:47 main:574] : INFO : Epoch 1865 | loss: 0.0312555 | val_loss: 0.0312527 | Time: 1928.19 ms
[2021-01-21 22:44:49 main:574] : INFO : Epoch 1866 | loss: 0.0312545 | val_loss: 0.0312609 | Time: 1918.68 ms
[2021-01-21 22:44:51 main:574] : INFO : Epoch 1867 | loss: 0.0312539 | val_loss: 0.0312523 | Time: 1910.8 ms
[2021-01-21 22:44:53 main:574] : INFO : Epoch 1868 | loss: 0.0312612 | val_loss: 0.0312646 | Time: 1914.84 ms
[2021-01-21 22:44:54 main:574] : INFO : Epoch 1869 | loss: 0.0312573 | val_loss: 0.031255 | Time: 1903.63 ms
[2021-01-21 22:44:56 main:574] : INFO : Epoch 1870 | loss: 0.0312525 | val_loss: 0.0312572 | Time: 1912.6 ms
[2021-01-21 22:44:58 main:574] : INFO : Epoch 1871 | loss: 0.0312526 | val_loss: 0.0312543 | Time: 1915.46 ms
[2021-01-21 22:45:00 main:574] : INFO : Epoch 1872 | loss: 0.0312558 | val_loss: 0.0312684 | Time: 1921.84 ms
[2021-01-21 22:45:02 main:574] : INFO : Epoch 1873 | loss: 0.0312572 | val_loss: 0.0312675 | Time: 1904.5 ms
[2021-01-21 22:45:04 main:574] : INFO : Epoch 1874 | loss: 0.0312542 | val_loss: 0.0312557 | Time: 1937.59 ms
[2021-01-21 22:45:06 main:574] : INFO : Epoch 1875 | loss: 0.0312545 | val_loss: 0.0312586 | Time: 1937.09 ms
[2021-01-21 22:45:08 main:574] : INFO : Epoch 1876 | loss: 0.0312538 | val_loss: 0.0312564 | Time: 2102.04 ms
[2021-01-21 22:45:10 main:574] : INFO : Epoch 1877 | loss: 0.0312523 | val_loss: 0.0312506 | Time: 1943.47 ms
[2021-01-21 22:45:12 main:574] : INFO : Epoch 1878 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1997.8 ms
[2021-01-21 22:45:14 main:574] : INFO : Epoch 1879 | loss: 0.0312541 | val_loss: 0.0312634 | Time: 1941.04 ms
[2021-01-21 22:45:16 main:574] : INFO : Epoch 1880 | loss: 0.0312548 | val_loss: 0.0312646 | Time: 1953.88 ms
[2021-01-21 22:45:18 main:574] : INFO : Epoch 1881 | loss: 0.0312607 | val_loss: 0.0312557 | Time: 1931.75 ms
[2021-01-21 22:45:20 main:574] : INFO : Epoch 1882 | loss: 0.0312584 | val_loss: 0.031254 | Time: 1893.6 ms
[2021-01-21 22:45:22 main:574] : INFO : Epoch 1883 | loss: 0.0312532 | val_loss: 0.0312504 | Time: 2013.08 ms
[2021-01-21 22:45:24 main:574] : INFO : Epoch 1884 | loss: 0.0312529 | val_loss: 0.0312504 | Time: 2004.94 ms
[2021-01-21 22:45:26 main:574] : INFO : Epoch 1885 | loss: 0.0312532 | val_loss: 0.0312514 | Time: 2088.05 ms
[2021-01-21 22:45:28 main:574] : INFO : Epoch 1886 | loss: 0.0312556 | val_loss: 0.031255 | Time: 2022.83 ms
[2021-01-21 22:45:30 main:574] : INFO : Epoch 1887 | loss: 0.0312538 | val_loss: 0.0312574 | Time: 2095.39 ms
[2021-01-21 22:45:32 main:574] : INFO : Epoch 1888 | loss: 0.0312546 | val_loss: 0.0312597 | Time: 2005.02 ms
[2021-01-21 22:45:34 main:574] : INFO : Epoch 1889 | loss: 0.0312547 | val_loss: 0.0312517 | Time: 1949.7 ms
[2021-01-21 22:45:36 main:574] : INFO : Epoch 1890 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1926.94 ms
[2021-01-21 22:45:38 main:574] : INFO : Epoch 1891 | loss: 0.0312537 | val_loss: 0.0312583 | Time: 1904.79 ms
[2021-01-21 22:45:40 main:574] : INFO : Epoch 1892 | loss: 0.031253 | val_loss: 0.0312515 | Time: 2002.5 ms
[2021-01-21 22:45:42 main:574] : INFO : Epoch 1893 | loss: 0.031255 | val_loss: 0.0312523 | Time: 1951.63 ms
[2021-01-21 22:45:44 main:574] : INFO : Epoch 1894 | loss: 0.0312535 | val_loss: 0.0312589 | Time: 2139.62 ms
[2021-01-21 22:45:46 main:574] : INFO : Epoch 1895 | loss: 0.0312537 | val_loss: 0.0312536 | Time: 1917.21 ms
[2021-01-21 22:45:48 main:574] : INFO : Epoch 1896 | loss: 0.0312533 | val_loss: 0.0312506 | Time: 1904.35 ms
[2021-01-21 22:45:50 main:574] : INFO : Epoch 1897 | loss: 0.0312549 | val_loss: 0.0312549 | Time: 1906.67 ms
[2021-01-21 22:45:52 main:574] : INFO : Epoch 1898 | loss: 0.0312534 | val_loss: 0.0312508 | Time: 1884 ms
[2021-01-21 22:45:54 main:574] : INFO : Epoch 1899 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 1909.63 ms
[2021-01-21 22:45:56 main:574] : INFO : Epoch 1900 | loss: 0.0312518 | val_loss: 0.031251 | Time: 1907.5 ms
[2021-01-21 22:45:58 main:574] : INFO : Epoch 1901 | loss: 0.0312518 | val_loss: 0.0312525 | Time: 1910.86 ms
[2021-01-21 22:45:59 main:574] : INFO : Epoch 1902 | loss: 0.031254 | val_loss: 0.0312567 | Time: 1899.39 ms
[2021-01-21 22:46:01 main:574] : INFO : Epoch 1903 | loss: 0.0312542 | val_loss: 0.0312527 | Time: 1932.77 ms
[2021-01-21 22:46:03 main:574] : INFO : Epoch 1904 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 1920.44 ms
[2021-01-21 22:46:05 main:574] : INFO : Epoch 1905 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1950.44 ms
[2021-01-21 22:46:07 main:574] : INFO : Epoch 1906 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1958.34 ms
[2021-01-21 22:46:09 main:574] : INFO : Epoch 1907 | loss: 0.0312515 | val_loss: 0.0312587 | Time: 1904.25 ms
[2021-01-21 22:46:11 main:574] : INFO : Epoch 1908 | loss: 0.0312558 | val_loss: 0.0312506 | Time: 1892.13 ms
[2021-01-21 22:46:13 main:574] : INFO : Epoch 1909 | loss: 0.031253 | val_loss: 0.0312522 | Time: 1919.45 ms
[2021-01-21 22:46:15 main:574] : INFO : Epoch 1910 | loss: 0.0312562 | val_loss: 0.0312519 | Time: 1923.24 ms
[2021-01-21 22:46:17 main:574] : INFO : Epoch 1911 | loss: 0.0312522 | val_loss: 0.0312534 | Time: 1925.95 ms
[2021-01-21 22:46:19 main:574] : INFO : Epoch 1912 | loss: 0.0312538 | val_loss: 0.0312557 | Time: 1923.73 ms
[2021-01-21 22:46:21 main:574] : INFO : Epoch 1913 | loss: 0.031252 | val_loss: 0.0312505 | Time: 1917.33 ms
[2021-01-21 22:46:23 main:574] : INFO : Epoch 1914 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 1960.58 ms
[2021-01-21 22:46:25 main:574] : INFO : Epoch 1915 | loss: 0.0312606 | val_loss: 0.0312635 | Time: 1942.59 ms
[2021-01-21 22:46:27 main:574] : INFO : Epoch 1916 | loss: 0.031259 | val_loss: 0.0312513 | Time: 2004.8 ms
[2021-01-21 22:46:29 main:574] : INFO : Epoch 1917 | loss: 0.0312523 | val_loss: 0.0312515 | Time: 1945.56 ms
[2021-01-21 22:46:31 main:574] : INFO : Epoch 1918 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 1918.99 ms
[2021-01-21 22:46:32 main:574] : INFO : Epoch 1919 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 1918.04 ms
[2021-01-21 22:46:34 main:574] : INFO : Epoch 1920 | loss: 0.0312558 | val_loss: 0.0312501 | Time: 1901.5 ms
[2021-01-21 22:46:36 main:574] : INFO : Epoch 1921 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 1886.81 ms
[2021-01-21 22:46:38 main:574] : INFO : Epoch 1922 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1895.68 ms
[2021-01-21 22:46:40 main:574] : INFO : Epoch 1923 | loss: 0.0312522 | val_loss: 0.0312505 | Time: 1892.75 ms
[2021-01-21 22:46:42 main:574] : INFO : Epoch 1924 | loss: 0.0312547 | val_loss: 0.0312517 | Time: 1902.34 ms
[2021-01-21 22:46:44 main:574] : INFO : Epoch 1925 | loss: 0.0312534 | val_loss: 0.031252 | Time: 1915.09 ms
[2021-01-21 22:46:46 main:574] : INFO : Epoch 1926 | loss: 0.031254 | val_loss: 0.0312565 | Time: 1905.78 ms
[2021-01-21 22:46:48 main:574] : INFO : Epoch 1927 | loss: 0.031257 | val_loss: 0.0312574 | Time: 1886.27 ms
[2021-01-21 22:46:50 main:574] : INFO : Epoch 1928 | loss: 0.0312569 | val_loss: 0.0312524 | Time: 1896.15 ms
[2021-01-21 22:46:52 main:574] : INFO : Epoch 1929 | loss: 0.0312528 | val_loss: 0.0312518 | Time: 1893.75 ms
[2021-01-21 22:46:53 main:574] : INFO : Epoch 1930 | loss: 0.0312528 | val_loss: 0.0312511 | Time: 1919.68 ms
[2021-01-21 22:46:55 main:574] : INFO : Epoch 1931 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 1919.98 ms
[2021-01-21 22:46:57 main:574] : INFO : Epoch 1932 | loss: 0.031254 | val_loss: 0.0312528 | Time: 1908.12 ms
[2021-01-21 22:46:59 main:574] : INFO : Epoch 1933 | loss: 0.031254 | val_loss: 0.0312538 | Time: 1933.05 ms
[2021-01-21 22:47:01 main:574] : INFO : Epoch 1934 | loss: 0.0312544 | val_loss: 0.0312543 | Time: 2131.79 ms
[2021-01-21 22:47:03 main:574] : INFO : Epoch 1935 | loss: 0.0312561 | val_loss: 0.0312536 | Time: 1901.97 ms
[2021-01-21 22:47:05 main:574] : INFO : Epoch 1936 | loss: 0.0312534 | val_loss: 0.031252 | Time: 1995.44 ms
[2021-01-21 22:47:07 main:574] : INFO : Epoch 1937 | loss: 0.0312532 | val_loss: 0.0312556 | Time: 1924.84 ms
[2021-01-21 22:47:09 main:574] : INFO : Epoch 1938 | loss: 0.0312596 | val_loss: 0.0312521 | Time: 2037.11 ms
[2021-01-21 22:47:12 main:574] : INFO : Epoch 1939 | loss: 0.0312542 | val_loss: 0.0312531 | Time: 2129.67 ms
[2021-01-21 22:47:14 main:574] : INFO : Epoch 1940 | loss: 0.0312528 | val_loss: 0.0312567 | Time: 1982.51 ms
[2021-01-21 22:47:15 main:574] : INFO : Epoch 1941 | loss: 0.031257 | val_loss: 0.0312509 | Time: 1898.85 ms
[2021-01-21 22:47:17 main:574] : INFO : Epoch 1942 | loss: 0.0312573 | val_loss: 0.0312512 | Time: 1915.55 ms
[2021-01-21 22:47:19 main:574] : INFO : Epoch 1943 | loss: 0.031254 | val_loss: 0.0312535 | Time: 1965.73 ms
[2021-01-21 22:47:21 main:574] : INFO : Epoch 1944 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 2092.5 ms
[2021-01-21 22:47:23 main:574] : INFO : Epoch 1945 | loss: 0.0312529 | val_loss: 0.0312576 | Time: 1904.13 ms
[2021-01-21 22:47:25 main:574] : INFO : Epoch 1946 | loss: 0.0312549 | val_loss: 0.0312526 | Time: 1950.56 ms
[2021-01-21 22:47:27 main:574] : INFO : Epoch 1947 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 1965.88 ms
[2021-01-21 22:47:29 main:574] : INFO : Epoch 1948 | loss: 0.0312523 | val_loss: 0.0312501 | Time: 1925.55 ms
[2021-01-21 22:47:31 main:574] : INFO : Epoch 1949 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 1888.78 ms
[2021-01-21 22:47:33 main:574] : INFO : Epoch 1950 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1898.72 ms
[2021-01-21 22:47:35 main:574] : INFO : Epoch 1951 | loss: 0.0312515 | val_loss: 0.0312547 | Time: 1906.67 ms
[2021-01-21 22:47:37 main:574] : INFO : Epoch 1952 | loss: 0.0312524 | val_loss: 0.0312576 | Time: 2003.87 ms
[2021-01-21 22:47:39 main:574] : INFO : Epoch 1953 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 1960.37 ms
[2021-01-21 22:47:41 main:574] : INFO : Epoch 1954 | loss: 0.0312534 | val_loss: 0.0312528 | Time: 1925.37 ms
[2021-01-21 22:47:43 main:574] : INFO : Epoch 1955 | loss: 0.0312553 | val_loss: 0.0312519 | Time: 1975.71 ms
[2021-01-21 22:47:45 main:574] : INFO : Epoch 1956 | loss: 0.0312536 | val_loss: 0.0312523 | Time: 2023.74 ms
[2021-01-21 22:47:47 main:574] : INFO : Epoch 1957 | loss: 0.0312527 | val_loss: 0.0312525 | Time: 2103.08 ms
[2021-01-21 22:47:49 main:574] : INFO : Epoch 1958 | loss: 0.0312554 | val_loss: 0.0312522 | Time: 1956.66 ms
[2021-01-21 22:47:51 main:574] : INFO : Epoch 1959 | loss: 0.0312548 | val_loss: 0.0312593 | Time: 1906.48 ms
[2021-01-21 22:47:53 main:574] : INFO : Epoch 1960 | loss: 0.0312566 | val_loss: 0.0312618 | Time: 2009.65 ms
[2021-01-21 22:47:55 main:574] : INFO : Epoch 1961 | loss: 0.0312556 | val_loss: 0.0312544 | Time: 1924.43 ms
[2021-01-21 22:47:57 main:574] : INFO : Epoch 1962 | loss: 0.0312576 | val_loss: 0.031259 | Time: 1940.84 ms
[2021-01-21 22:47:59 main:574] : INFO : Epoch 1963 | loss: 0.0312543 | val_loss: 0.0312503 | Time: 1928.42 ms
[2021-01-21 22:48:01 main:574] : INFO : Epoch 1964 | loss: 0.0312516 | val_loss: 0.03125 | Time: 2014.26 ms
[2021-01-21 22:48:03 main:574] : INFO : Epoch 1965 | loss: 0.0312522 | val_loss: 0.0312528 | Time: 1986.43 ms
[2021-01-21 22:48:05 main:574] : INFO : Epoch 1966 | loss: 0.031254 | val_loss: 0.0312538 | Time: 1913.75 ms
[2021-01-21 22:48:07 main:574] : INFO : Epoch 1967 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2028.7 ms
[2021-01-21 22:48:09 main:574] : INFO : Epoch 1968 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 1932.24 ms
[2021-01-21 22:48:11 main:574] : INFO : Epoch 1969 | loss: 0.0312518 | val_loss: 0.0312542 | Time: 1890.52 ms
[2021-01-21 22:48:13 main:574] : INFO : Epoch 1970 | loss: 0.0312549 | val_loss: 0.0312613 | Time: 1941.55 ms
[2021-01-21 22:48:15 main:574] : INFO : Epoch 1971 | loss: 0.0312597 | val_loss: 0.031253 | Time: 2016.78 ms
[2021-01-21 22:48:17 main:574] : INFO : Epoch 1972 | loss: 0.0312548 | val_loss: 0.0312613 | Time: 2098.86 ms
[2021-01-21 22:48:19 main:574] : INFO : Epoch 1973 | loss: 0.0312558 | val_loss: 0.031251 | Time: 1955.49 ms
[2021-01-21 22:48:21 main:574] : INFO : Epoch 1974 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2020.23 ms
[2021-01-21 22:48:23 main:574] : INFO : Epoch 1975 | loss: 0.0312523 | val_loss: 0.0312532 | Time: 2097 ms
[2021-01-21 22:48:25 main:574] : INFO : Epoch 1976 | loss: 0.0312519 | val_loss: 0.0312532 | Time: 1942.36 ms
[2021-01-21 22:48:27 main:574] : INFO : Epoch 1977 | loss: 0.0312536 | val_loss: 0.031251 | Time: 2025.38 ms
[2021-01-21 22:48:29 main:574] : INFO : Epoch 1978 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1919.7 ms
[2021-01-21 22:48:31 main:574] : INFO : Epoch 1979 | loss: 0.031252 | val_loss: 0.0312527 | Time: 1993.36 ms
[2021-01-21 22:48:33 main:574] : INFO : Epoch 1980 | loss: 0.0312519 | val_loss: 0.0312537 | Time: 1938.75 ms
[2021-01-21 22:48:35 main:574] : INFO : Epoch 1981 | loss: 0.031252 | val_loss: 0.0312504 | Time: 1967.44 ms
[2021-01-21 22:48:37 main:574] : INFO : Epoch 1982 | loss: 0.0312527 | val_loss: 0.0312512 | Time: 1956.63 ms
[2021-01-21 22:48:39 main:574] : INFO : Epoch 1983 | loss: 0.0312516 | val_loss: 0.0312617 | Time: 1922.01 ms
[2021-01-21 22:48:41 main:574] : INFO : Epoch 1984 | loss: 0.031255 | val_loss: 0.0312524 | Time: 2057.36 ms
[2021-01-21 22:48:43 main:574] : INFO : Epoch 1985 | loss: 0.0312515 | val_loss: 0.0312569 | Time: 1935.01 ms
[2021-01-21 22:48:45 main:574] : INFO : Epoch 1986 | loss: 0.0312536 | val_loss: 0.031252 | Time: 1883.6 ms
[2021-01-21 22:48:46 main:574] : INFO : Epoch 1987 | loss: 0.0312524 | val_loss: 0.0312531 | Time: 1902.79 ms
[2021-01-21 22:48:48 main:574] : INFO : Epoch 1988 | loss: 0.0312514 | val_loss: 0.0312542 | Time: 1931.93 ms
[2021-01-21 22:48:50 main:574] : INFO : Epoch 1989 | loss: 0.0312528 | val_loss: 0.0312565 | Time: 1918.39 ms
[2021-01-21 22:48:52 main:574] : INFO : Epoch 1990 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 1956.96 ms
[2021-01-21 22:48:54 main:574] : INFO : Epoch 1991 | loss: 0.0312527 | val_loss: 0.0312523 | Time: 2128.7 ms
[2021-01-21 22:48:56 main:574] : INFO : Epoch 1992 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 2021.14 ms
[2021-01-21 22:48:58 main:574] : INFO : Epoch 1993 | loss: 0.0312538 | val_loss: 0.0312502 | Time: 1951.31 ms
[2021-01-21 22:49:00 main:574] : INFO : Epoch 1994 | loss: 0.0312526 | val_loss: 0.0312522 | Time: 2064.03 ms
[2021-01-21 22:49:03 main:574] : INFO : Epoch 1995 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2028.52 ms
[2021-01-21 22:49:04 main:574] : INFO : Epoch 1996 | loss: 0.0312537 | val_loss: 0.0312569 | Time: 1959.39 ms
[2021-01-21 22:49:07 main:574] : INFO : Epoch 1997 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 2139.77 ms
[2021-01-21 22:49:09 main:574] : INFO : Epoch 1998 | loss: 0.031252 | val_loss: 0.0312512 | Time: 1977.35 ms
[2021-01-21 22:49:11 main:574] : INFO : Epoch 1999 | loss: 0.031251 | val_loss: 0.031254 | Time: 1974.45 ms
[2021-01-21 22:49:13 main:574] : INFO : Epoch 2000 | loss: 0.0312522 | val_loss: 0.031252 | Time: 1928.98 ms
[2021-01-21 22:49:14 main:574] : INFO : Epoch 2001 | loss: 0.0312538 | val_loss: 0.0312511 | Time: 1922.1 ms
[2021-01-21 22:49:16 main:574] : INFO : Epoch 2002 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1913.33 ms
[2021-01-21 22:49:18 main:574] : INFO : Epoch 2003 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1917.1 ms
[2021-01-21 22:49:20 main:574] : INFO : Epoch 2004 | loss: 0.0312509 | val_loss: 0.0312547 | Time: 1992.9 ms
[2021-01-21 22:49:22 main:574] : INFO : Epoch 2005 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1974.06 ms
[2021-01-21 22:49:24 main:574] : INFO : Epoch 2006 | loss: 0.0312528 | val_loss: 0.0312513 | Time: 1965.17 ms
[2021-01-21 22:49:26 main:574] : INFO : Epoch 2007 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 2015.94 ms
[2021-01-21 22:49:28 main:574] : INFO : Epoch 2008 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1900.42 ms
[2021-01-21 22:49:30 main:574] : INFO : Epoch 2009 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 2014.92 ms
[2021-01-21 22:49:32 main:574] : INFO : Epoch 2010 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 1945.96 ms
[2021-01-21 22:49:34 main:574] : INFO : Epoch 2011 | loss: 0.0312548 | val_loss: 0.0312536 | Time: 2103.95 ms
[2021-01-21 22:49:36 main:574] : INFO : Epoch 2012 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 2025.69 ms
[2021-01-21 22:49:38 main:574] : INFO : Epoch 2013 | loss: 0.0312538 | val_loss: 0.0312515 | Time: 1906.2 ms
[2021-01-21 22:49:40 main:574] : INFO : Epoch 2014 | loss: 0.0312563 | val_loss: 0.0312592 | Time: 2016.31 ms
[2021-01-21 22:49:42 main:574] : INFO : Epoch 2015 | loss: 0.0312571 | val_loss: 0.0312553 | Time: 1946.52 ms
[2021-01-21 22:49:44 main:574] : INFO : Epoch 2016 | loss: 0.0312535 | val_loss: 0.0312508 | Time: 1972.8 ms
[2021-01-21 22:49:46 main:574] : INFO : Epoch 2017 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 2015.86 ms
[2021-01-21 22:49:48 main:574] : INFO : Epoch 2018 | loss: 0.0312558 | val_loss: 0.0312513 | Time: 2107.53 ms
[2021-01-21 22:49:50 main:574] : INFO : Epoch 2019 | loss: 0.0312553 | val_loss: 0.031256 | Time: 1931.62 ms
[2021-01-21 22:49:52 main:574] : INFO : Epoch 2020 | loss: 0.0312565 | val_loss: 0.0312521 | Time: 1905.99 ms
[2021-01-21 22:49:54 main:574] : INFO : Epoch 2021 | loss: 0.031252 | val_loss: 0.0312519 | Time: 1981.17 ms
[2021-01-21 22:49:56 main:574] : INFO : Epoch 2022 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1924.46 ms
[2021-01-21 22:49:58 main:574] : INFO : Epoch 2023 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1927.52 ms
[2021-01-21 22:50:00 main:574] : INFO : Epoch 2024 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1954.1 ms
[2021-01-21 22:50:02 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2127.54 ms
[2021-01-21 22:50:04 main:574] : INFO : Epoch 2026 | loss: 0.0312517 | val_loss: 0.031252 | Time: 1905.67 ms
[2021-01-21 22:50:06 main:574] : INFO : Epoch 2027 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1930.1 ms
[2021-01-21 22:50:08 main:574] : INFO : Epoch 2028 | loss: 0.0312525 | val_loss: 0.0312513 | Time: 1925.34 ms
[2021-01-21 22:50:10 main:574] : INFO : Epoch 2029 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1915.24 ms
[2021-01-21 22:50:12 main:574] : INFO : Epoch 2030 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 1918.04 ms
[2021-01-21 22:50:14 main:574] : INFO : Epoch 2031 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1927.25 ms
[2021-01-21 22:50:16 main:574] : INFO : Epoch 2032 | loss: 0.031252 | val_loss: 0.0312512 | Time: 2004.87 ms
[2021-01-21 22:50:18 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1972.15 ms
[2021-01-21 22:50:20 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1947.57 ms
[2021-01-21 22:50:22 main:574] : INFO : Epoch 2035 | loss: 0.0312517 | val_loss: 0.0312676 | Time: 1916.54 ms
[2021-01-21 22:50:24 main:574] : INFO : Epoch 2036 | loss: 0.0312582 | val_loss: 0.0312567 | Time: 2096.17 ms
[2021-01-21 22:50:26 main:574] : INFO : Epoch 2037 | loss: 0.0312525 | val_loss: 0.0312506 | Time: 1961.5 ms
[2021-01-21 22:50:28 main:574] : INFO : Epoch 2038 | loss: 0.0312523 | val_loss: 0.0312506 | Time: 1963.15 ms
[2021-01-21 22:50:30 main:574] : INFO : Epoch 2039 | loss: 0.0312534 | val_loss: 0.0312506 | Time: 1973.9 ms
[2021-01-21 22:50:32 main:574] : INFO : Epoch 2040 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1939.29 ms
[2021-01-21 22:50:34 main:574] : INFO : Epoch 2041 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 2020.05 ms
[2021-01-21 22:50:36 main:574] : INFO : Epoch 2042 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1929.99 ms
[2021-01-21 22:50:38 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1917.87 ms
[2021-01-21 22:50:40 main:574] : INFO : Epoch 2044 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1987.4 ms
[2021-01-21 22:50:42 main:574] : INFO : Epoch 2045 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 2098.62 ms
[2021-01-21 22:50:44 main:574] : INFO : Epoch 2046 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 2040.52 ms
[2021-01-21 22:50:46 main:574] : INFO : Epoch 2047 | loss: 0.0312525 | val_loss: 0.0312564 | Time: 1953.51 ms
[2021-01-21 22:50:48 main:574] : INFO : Epoch 2048 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 1930.69 ms
[2021-01-21 22:50:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312507
[2021-01-21 22:50:48 main:603] : INFO : Saving end state to config to file
[2021-01-21 22:50:48 main:608] : INFO : Success, exiting..
22:50:48 (9056): 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)