Task 8935320
| Name | ParityModified-1636227578-23615-1-0_0 |
| Workunit | 6396547 |
| Created | 14 Nov 2021, 5:53:31 UTC |
| Sent | 20 Nov 2021, 17:55:16 UTC |
| Report deadline | 28 Nov 2021, 17:55:16 UTC |
| Received | 20 Nov 2021, 19:05:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 7 min 22 sec |
| CPU time | 1 hours 6 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.29 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 1914.9 ms
[2021-11-20 18:49:20 main:581] : INFO : Epoch 1539 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1907.65 ms
[2021-11-20 18:49:22 main:581] : INFO : Epoch 1540 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1912.37 ms
[2021-11-20 18:49:23 main:581] : INFO : Epoch 1541 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 1917.88 ms
[2021-11-20 18:49:25 main:581] : INFO : Epoch 1542 | loss: 0.0312443 | val_loss: 0.0312431 | Time: 1917.67 ms
[2021-11-20 18:49:27 main:581] : INFO : Epoch 1543 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 1959.04 ms
[2021-11-20 18:49:29 main:581] : INFO : Epoch 1544 | loss: 0.0312437 | val_loss: 0.031243 | Time: 1924.72 ms
[2021-11-20 18:49:31 main:581] : INFO : Epoch 1545 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 1931.61 ms
[2021-11-20 18:49:33 main:581] : INFO : Epoch 1546 | loss: 0.0312429 | val_loss: 0.031242 | Time: 1898.86 ms
[2021-11-20 18:49:35 main:581] : INFO : Epoch 1547 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1933.95 ms
[2021-11-20 18:49:37 main:581] : INFO : Epoch 1548 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 1930.9 ms
[2021-11-20 18:49:39 main:581] : INFO : Epoch 1549 | loss: 0.0312391 | val_loss: 0.031237 | Time: 1955.38 ms
[2021-11-20 18:49:41 main:581] : INFO : Epoch 1550 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 1956.13 ms
[2021-11-20 18:49:43 main:581] : INFO : Epoch 1551 | loss: 0.0312364 | val_loss: 0.0312349 | Time: 1971.39 ms
[2021-11-20 18:49:45 main:581] : INFO : Epoch 1552 | loss: 0.0312356 | val_loss: 0.031234 | Time: 1951.43 ms
[2021-11-20 18:49:47 main:581] : INFO : Epoch 1553 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 1977.96 ms
[2021-11-20 18:49:49 main:581] : INFO : Epoch 1554 | loss: 0.031233 | val_loss: 0.0312327 | Time: 1931.48 ms
[2021-11-20 18:49:51 main:581] : INFO : Epoch 1555 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 1932.59 ms
[2021-11-20 18:49:53 main:581] : INFO : Epoch 1556 | loss: 0.0312311 | val_loss: 0.0312292 | Time: 1913.2 ms
[2021-11-20 18:49:54 main:581] : INFO : Epoch 1557 | loss: 0.0312292 | val_loss: 0.031228 | Time: 1922.8 ms
[2021-11-20 18:49:56 main:581] : INFO : Epoch 1558 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 1917.25 ms
[2021-11-20 18:49:58 main:581] : INFO : Epoch 1559 | loss: 0.0312281 | val_loss: 0.0312264 | Time: 1951.68 ms
[2021-11-20 18:50:00 main:581] : INFO : Epoch 1560 | loss: 0.0312269 | val_loss: 0.0312263 | Time: 1917.83 ms
[2021-11-20 18:50:02 main:581] : INFO : Epoch 1561 | loss: 0.0312268 | val_loss: 0.0312556 | Time: 1907.38 ms
[2021-11-20 18:50:04 main:581] : INFO : Epoch 1562 | loss: 0.031251 | val_loss: 0.0312341 | Time: 1907.81 ms
[2021-11-20 18:50:06 main:581] : INFO : Epoch 1563 | loss: 0.0312345 | val_loss: 0.0312302 | Time: 1903.86 ms
[2021-11-20 18:50:08 main:581] : INFO : Epoch 1564 | loss: 0.0312278 | val_loss: 0.0312254 | Time: 1907.11 ms
[2021-11-20 18:50:10 main:581] : INFO : Epoch 1565 | loss: 0.0312241 | val_loss: 0.0312219 | Time: 1908.14 ms
[2021-11-20 18:50:12 main:581] : INFO : Epoch 1566 | loss: 0.0312222 | val_loss: 0.0312228 | Time: 1929.23 ms
[2021-11-20 18:50:14 main:581] : INFO : Epoch 1567 | loss: 0.0312205 | val_loss: 0.0312171 | Time: 1931.28 ms
[2021-11-20 18:50:16 main:581] : INFO : Epoch 1568 | loss: 0.0312165 | val_loss: 0.0312142 | Time: 1935.66 ms
[2021-11-20 18:50:17 main:581] : INFO : Epoch 1569 | loss: 0.031214 | val_loss: 0.0312124 | Time: 1888.96 ms
[2021-11-20 18:50:19 main:581] : INFO : Epoch 1570 | loss: 0.0312129 | val_loss: 0.0312087 | Time: 1951.36 ms
[2021-11-20 18:50:21 main:581] : INFO : Epoch 1571 | loss: 0.0312096 | val_loss: 0.0312084 | Time: 1923.95 ms
[2021-11-20 18:50:23 main:581] : INFO : Epoch 1572 | loss: 0.031207 | val_loss: 0.0312049 | Time: 1920.97 ms
[2021-11-20 18:50:25 main:581] : INFO : Epoch 1573 | loss: 0.0312032 | val_loss: 0.031202 | Time: 1915.43 ms
[2021-11-20 18:50:27 main:581] : INFO : Epoch 1574 | loss: 0.0312022 | val_loss: 0.0312025 | Time: 1945.9 ms
[2021-11-20 18:50:29 main:581] : INFO : Epoch 1575 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 1911.51 ms
[2021-11-20 18:50:31 main:581] : INFO : Epoch 1576 | loss: 0.0311965 | val_loss: 0.031198 | Time: 1952.59 ms
[2021-11-20 18:50:33 main:581] : INFO : Epoch 1577 | loss: 0.031195 | val_loss: 0.0311953 | Time: 1952.69 ms
[2021-11-20 18:50:35 main:581] : INFO : Epoch 1578 | loss: 0.0311958 | val_loss: 0.0311925 | Time: 1958.33 ms
[2021-11-20 18:50:37 main:581] : INFO : Epoch 1579 | loss: 0.0311945 | val_loss: 0.0311922 | Time: 1919.78 ms
[2021-11-20 18:50:39 main:581] : INFO : Epoch 1580 | loss: 0.0311977 | val_loss: 0.0311881 | Time: 1929.62 ms
[2021-11-20 18:50:41 main:581] : INFO : Epoch 1581 | loss: 0.0311888 | val_loss: 0.0311857 | Time: 1909.02 ms
[2021-11-20 18:50:43 main:581] : INFO : Epoch 1582 | loss: 0.0311845 | val_loss: 0.0311818 | Time: 1943.46 ms
[2021-11-20 18:50:45 main:581] : INFO : Epoch 1583 | loss: 0.0311821 | val_loss: 0.0311788 | Time: 1918.06 ms
[2021-11-20 18:50:46 main:581] : INFO : Epoch 1584 | loss: 0.0311819 | val_loss: 0.0311878 | Time: 1951.03 ms
[2021-11-20 18:50:48 main:581] : INFO : Epoch 1585 | loss: 0.0311815 | val_loss: 0.0311784 | Time: 1976.28 ms
[2021-11-20 18:50:50 main:581] : INFO : Epoch 1586 | loss: 0.0311776 | val_loss: 0.0311762 | Time: 1937.49 ms
[2021-11-20 18:50:52 main:581] : INFO : Epoch 1587 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1970.68 ms
[2021-11-20 18:50:54 main:581] : INFO : Epoch 1588 | loss: 0.0311762 | val_loss: 0.0311751 | Time: 1962.11 ms
[2021-11-20 18:50:56 main:581] : INFO : Epoch 1589 | loss: 0.0311754 | val_loss: 0.0311751 | Time: 2025.64 ms
[2021-11-20 18:50:58 main:581] : INFO : Epoch 1590 | loss: 0.031179 | val_loss: 0.0311752 | Time: 1986.12 ms
[2021-11-20 18:51:00 main:581] : INFO : Epoch 1591 | loss: 0.0311749 | val_loss: 0.0311753 | Time: 2006.1 ms
[2021-11-20 18:51:02 main:581] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 1932.14 ms
[2021-11-20 18:51:04 main:581] : INFO : Epoch 1593 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 1951.22 ms
[2021-11-20 18:51:06 main:581] : INFO : Epoch 1594 | loss: 0.0311732 | val_loss: 0.0311728 | Time: 1929.68 ms
[2021-11-20 18:51:08 main:581] : INFO : Epoch 1595 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1958.18 ms
[2021-11-20 18:51:10 main:581] : INFO : Epoch 1596 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1951.89 ms
[2021-11-20 18:51:12 main:581] : INFO : Epoch 1597 | loss: 0.0311754 | val_loss: 0.0311751 | Time: 1928.99 ms
[2021-11-20 18:51:14 main:581] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 1906.71 ms
[2021-11-20 18:51:16 main:581] : INFO : Epoch 1599 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 1990.67 ms
[2021-11-20 18:51:18 main:581] : INFO : Epoch 1600 | loss: 0.0311719 | val_loss: 0.0311715 | Time: 1917.98 ms
[2021-11-20 18:51:20 main:581] : INFO : Epoch 1601 | loss: 0.0311757 | val_loss: 0.0311727 | Time: 1948.65 ms
[2021-11-20 18:51:22 main:581] : INFO : Epoch 1602 | loss: 0.0311706 | val_loss: 0.031172 | Time: 1950.76 ms
[2021-11-20 18:51:24 main:581] : INFO : Epoch 1603 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1913.2 ms
[2021-11-20 18:51:26 main:581] : INFO : Epoch 1604 | loss: 0.0311759 | val_loss: 0.0311904 | Time: 1933.67 ms
[2021-11-20 18:51:27 main:581] : INFO : Epoch 1605 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 1918.1 ms
[2021-11-20 18:51:29 main:581] : INFO : Epoch 1606 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 1911.32 ms
[2021-11-20 18:51:31 main:581] : INFO : Epoch 1607 | loss: 0.03117 | val_loss: 0.0311718 | Time: 1925.08 ms
[2021-11-20 18:51:33 main:581] : INFO : Epoch 1608 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1928.38 ms
[2021-11-20 18:51:35 main:581] : INFO : Epoch 1609 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 1937.85 ms
[2021-11-20 18:51:37 main:581] : INFO : Epoch 1610 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 1943.49 ms
[2021-11-20 18:51:39 main:581] : INFO : Epoch 1611 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 1958.5 ms
[2021-11-20 18:51:41 main:581] : INFO : Epoch 1612 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 1928.46 ms
[2021-11-20 18:51:43 main:581] : INFO : Epoch 1613 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1928.74 ms
[2021-11-20 18:51:45 main:581] : INFO : Epoch 1614 | loss: 0.0311698 | val_loss: 0.0311697 | Time: 1939.85 ms
[2021-11-20 18:51:47 main:581] : INFO : Epoch 1615 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 1932.26 ms
[2021-11-20 18:51:49 main:581] : INFO : Epoch 1616 | loss: 0.0311699 | val_loss: 0.0311684 | Time: 1957.43 ms
[2021-11-20 18:51:51 main:581] : INFO : Epoch 1617 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 1926.1 ms
[2021-11-20 18:51:53 main:581] : INFO : Epoch 1618 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 1923.41 ms
[2021-11-20 18:51:55 main:581] : INFO : Epoch 1619 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1985.49 ms
[2021-11-20 18:51:57 main:581] : INFO : Epoch 1620 | loss: 0.0311663 | val_loss: 0.0311662 | Time: 1934.15 ms
[2021-11-20 18:51:58 main:581] : INFO : Epoch 1621 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 1915.86 ms
[2021-11-20 18:52:00 main:581] : INFO : Epoch 1622 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 1959.34 ms
[2021-11-20 18:52:02 main:581] : INFO : Epoch 1623 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 1933.92 ms
[2021-11-20 18:52:04 main:581] : INFO : Epoch 1624 | loss: 0.0311644 | val_loss: 0.0311659 | Time: 1950.23 ms
[2021-11-20 18:52:06 main:581] : INFO : Epoch 1625 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1963.96 ms
[2021-11-20 18:52:08 main:581] : INFO : Epoch 1626 | loss: 0.0311657 | val_loss: 0.0311675 | Time: 1978.12 ms
[2021-11-20 18:52:10 main:581] : INFO : Epoch 1627 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 1970.62 ms
[2021-11-20 18:52:12 main:581] : INFO : Epoch 1628 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 1939.86 ms
[2021-11-20 18:52:14 main:581] : INFO : Epoch 1629 | loss: 0.0311672 | val_loss: 0.031168 | Time: 1932.98 ms
[2021-11-20 18:52:16 main:581] : INFO : Epoch 1630 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 1958.16 ms
[2021-11-20 18:52:18 main:581] : INFO : Epoch 1631 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 1991.37 ms
[2021-11-20 18:52:20 main:581] : INFO : Epoch 1632 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 1988.78 ms
[2021-11-20 18:52:22 main:581] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0311645 | Time: 1926.03 ms
[2021-11-20 18:52:24 main:581] : INFO : Epoch 1634 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1959.92 ms
[2021-11-20 18:52:26 main:581] : INFO : Epoch 1635 | loss: 0.031163 | val_loss: 0.0311684 | Time: 2074.17 ms
[2021-11-20 18:52:28 main:581] : INFO : Epoch 1636 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1945.05 ms
[2021-11-20 18:52:30 main:581] : INFO : Epoch 1637 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 1950.47 ms
[2021-11-20 18:52:32 main:581] : INFO : Epoch 1638 | loss: 0.031161 | val_loss: 0.0311665 | Time: 1936.53 ms
[2021-11-20 18:52:34 main:581] : INFO : Epoch 1639 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 1945.96 ms
[2021-11-20 18:52:36 main:581] : INFO : Epoch 1640 | loss: 0.031162 | val_loss: 0.0311646 | Time: 1925.96 ms
[2021-11-20 18:52:38 main:581] : INFO : Epoch 1641 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1923.49 ms
[2021-11-20 18:52:40 main:581] : INFO : Epoch 1642 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 1901.71 ms
[2021-11-20 18:52:41 main:581] : INFO : Epoch 1643 | loss: 0.0311638 | val_loss: 0.0311696 | Time: 1927.67 ms
[2021-11-20 18:52:43 main:581] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.031168 | Time: 1937.3 ms
[2021-11-20 18:52:45 main:581] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311819 | Time: 1938.69 ms
[2021-11-20 18:52:47 main:581] : INFO : Epoch 1646 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1949.47 ms
[2021-11-20 18:52:49 main:581] : INFO : Epoch 1647 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 1910.74 ms
[2021-11-20 18:52:51 main:581] : INFO : Epoch 1648 | loss: 0.0311761 | val_loss: 0.0311934 | Time: 1920.97 ms
[2021-11-20 18:52:53 main:581] : INFO : Epoch 1649 | loss: 0.0311661 | val_loss: 0.0311651 | Time: 1939.4 ms
[2021-11-20 18:52:55 main:581] : INFO : Epoch 1650 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1980.69 ms
[2021-11-20 18:52:57 main:581] : INFO : Epoch 1651 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 1927.73 ms
[2021-11-20 18:52:59 main:581] : INFO : Epoch 1652 | loss: 0.0311631 | val_loss: 0.031169 | Time: 1937.67 ms
[2021-11-20 18:53:01 main:581] : INFO : Epoch 1653 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 1970.4 ms
[2021-11-20 18:53:03 main:581] : INFO : Epoch 1654 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1905.02 ms
[2021-11-20 18:53:05 main:581] : INFO : Epoch 1655 | loss: 0.0311697 | val_loss: 0.0311712 | Time: 1942.68 ms
[2021-11-20 18:53:07 main:581] : INFO : Epoch 1656 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1922.93 ms
[2021-11-20 18:53:09 main:581] : INFO : Epoch 1657 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 1908.9 ms
[2021-11-20 18:53:10 main:581] : INFO : Epoch 1658 | loss: 0.0311627 | val_loss: 0.0311829 | Time: 1924.31 ms
[2021-11-20 18:53:12 main:581] : INFO : Epoch 1659 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 1985.47 ms
[2021-11-20 18:53:14 main:581] : INFO : Epoch 1660 | loss: 0.0311643 | val_loss: 0.0311761 | Time: 1965.18 ms
[2021-11-20 18:53:16 main:581] : INFO : Epoch 1661 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 1952.52 ms
[2021-11-20 18:53:18 main:581] : INFO : Epoch 1662 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 1931.79 ms
[2021-11-20 18:53:20 main:581] : INFO : Epoch 1663 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 1943.69 ms
[2021-11-20 18:53:22 main:581] : INFO : Epoch 1664 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 1951.57 ms
[2021-11-20 18:53:24 main:581] : INFO : Epoch 1665 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 1933.5 ms
[2021-11-20 18:53:26 main:581] : INFO : Epoch 1666 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 1912.67 ms
[2021-11-20 18:53:28 main:581] : INFO : Epoch 1667 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 1929.63 ms
[2021-11-20 18:53:30 main:581] : INFO : Epoch 1668 | loss: 0.0311587 | val_loss: 0.0311653 | Time: 1974.25 ms
[2021-11-20 18:53:32 main:581] : INFO : Epoch 1669 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 1918.5 ms
[2021-11-20 18:53:34 main:581] : INFO : Epoch 1670 | loss: 0.0311595 | val_loss: 0.0311633 | Time: 1922.54 ms
[2021-11-20 18:53:36 main:581] : INFO : Epoch 1671 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 1945.86 ms
[2021-11-20 18:53:38 main:581] : INFO : Epoch 1672 | loss: 0.0311559 | val_loss: 0.0311616 | Time: 1922.46 ms
[2021-11-20 18:53:40 main:581] : INFO : Epoch 1673 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 1966.18 ms
[2021-11-20 18:53:42 main:581] : INFO : Epoch 1674 | loss: 0.0311582 | val_loss: 0.0311622 | Time: 1937.87 ms
[2021-11-20 18:53:44 main:581] : INFO : Epoch 1675 | loss: 0.0311543 | val_loss: 0.031162 | Time: 1955.54 ms
[2021-11-20 18:53:45 main:581] : INFO : Epoch 1676 | loss: 0.031154 | val_loss: 0.0311739 | Time: 1959.47 ms
[2021-11-20 18:53:47 main:581] : INFO : Epoch 1677 | loss: 0.0311615 | val_loss: 0.0311712 | Time: 1924.69 ms
[2021-11-20 18:53:49 main:581] : INFO : Epoch 1678 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 2008.3 ms
[2021-11-20 18:53:51 main:581] : INFO : Epoch 1679 | loss: 0.031161 | val_loss: 0.0311627 | Time: 1930.22 ms
[2021-11-20 18:53:53 main:581] : INFO : Epoch 1680 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 1950.77 ms
[2021-11-20 18:53:55 main:581] : INFO : Epoch 1681 | loss: 0.0311529 | val_loss: 0.0311669 | Time: 1964.11 ms
[2021-11-20 18:53:57 main:581] : INFO : Epoch 1682 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 1962.64 ms
[2021-11-20 18:53:59 main:581] : INFO : Epoch 1683 | loss: 0.0311527 | val_loss: 0.0311659 | Time: 1939.49 ms
[2021-11-20 18:54:01 main:581] : INFO : Epoch 1684 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 1944.87 ms
[2021-11-20 18:54:03 main:581] : INFO : Epoch 1685 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 1933.31 ms
[2021-11-20 18:54:05 main:581] : INFO : Epoch 1686 | loss: 0.0311543 | val_loss: 0.0311586 | Time: 1903.23 ms
[2021-11-20 18:54:07 main:581] : INFO : Epoch 1687 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 1922.9 ms
[2021-11-20 18:54:09 main:581] : INFO : Epoch 1688 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1913.32 ms
[2021-11-20 18:54:11 main:581] : INFO : Epoch 1689 | loss: 0.0311525 | val_loss: 0.0311581 | Time: 1922.03 ms
[2021-11-20 18:54:13 main:581] : INFO : Epoch 1690 | loss: 0.0311494 | val_loss: 0.0311587 | Time: 1947.5 ms
[2021-11-20 18:54:15 main:581] : INFO : Epoch 1691 | loss: 0.0311507 | val_loss: 0.0311592 | Time: 1931.18 ms
[2021-11-20 18:54:17 main:581] : INFO : Epoch 1692 | loss: 0.0311499 | val_loss: 0.031165 | Time: 1961.9 ms
[2021-11-20 18:54:19 main:581] : INFO : Epoch 1693 | loss: 0.031154 | val_loss: 0.0311616 | Time: 1951.75 ms
[2021-11-20 18:54:20 main:581] : INFO : Epoch 1694 | loss: 0.031153 | val_loss: 0.0311623 | Time: 1941.99 ms
[2021-11-20 18:54:22 main:581] : INFO : Epoch 1695 | loss: 0.0311529 | val_loss: 0.0311555 | Time: 1986.4 ms
[2021-11-20 18:54:24 main:581] : INFO : Epoch 1696 | loss: 0.0311494 | val_loss: 0.0311555 | Time: 1947.36 ms
[2021-11-20 18:54:26 main:581] : INFO : Epoch 1697 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 1926.98 ms
[2021-11-20 18:54:28 main:581] : INFO : Epoch 1698 | loss: 0.0311469 | val_loss: 0.0311537 | Time: 1940.78 ms
[2021-11-20 18:54:30 main:581] : INFO : Epoch 1699 | loss: 0.0311524 | val_loss: 0.0311712 | Time: 1944.23 ms
[2021-11-20 18:54:32 main:581] : INFO : Epoch 1700 | loss: 0.0311541 | val_loss: 0.0311594 | Time: 1985.63 ms
[2021-11-20 18:54:34 main:581] : INFO : Epoch 1701 | loss: 0.0311482 | val_loss: 0.0311528 | Time: 1952.22 ms
[2021-11-20 18:54:36 main:581] : INFO : Epoch 1702 | loss: 0.0311467 | val_loss: 0.0311555 | Time: 1907.4 ms
[2021-11-20 18:54:38 main:581] : INFO : Epoch 1703 | loss: 0.031146 | val_loss: 0.0311528 | Time: 1908.21 ms
[2021-11-20 18:54:40 main:581] : INFO : Epoch 1704 | loss: 0.0311472 | val_loss: 0.0311615 | Time: 1909.37 ms
[2021-11-20 18:54:42 main:581] : INFO : Epoch 1705 | loss: 0.031148 | val_loss: 0.031152 | Time: 1918.21 ms
[2021-11-20 18:54:44 main:581] : INFO : Epoch 1706 | loss: 0.0311476 | val_loss: 0.0311508 | Time: 1921.13 ms
[2021-11-20 18:54:46 main:581] : INFO : Epoch 1707 | loss: 0.0311439 | val_loss: 0.0311515 | Time: 1924.58 ms
[2021-11-20 18:54:48 main:581] : INFO : Epoch 1708 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 1919.01 ms
[2021-11-20 18:54:50 main:581] : INFO : Epoch 1709 | loss: 0.0311454 | val_loss: 0.0311512 | Time: 1956.54 ms
[2021-11-20 18:54:51 main:581] : INFO : Epoch 1710 | loss: 0.0311427 | val_loss: 0.0311558 | Time: 1919.86 ms
[2021-11-20 18:54:53 main:581] : INFO : Epoch 1711 | loss: 0.0311446 | val_loss: 0.0311523 | Time: 1918.43 ms
[2021-11-20 18:54:55 main:581] : INFO : Epoch 1712 | loss: 0.031143 | val_loss: 0.0311532 | Time: 1998.94 ms
[2021-11-20 18:54:57 main:581] : INFO : Epoch 1713 | loss: 0.0311438 | val_loss: 0.0311504 | Time: 1925.38 ms
[2021-11-20 18:54:59 main:581] : INFO : Epoch 1714 | loss: 0.0311451 | val_loss: 0.0311644 | Time: 1932.89 ms
[2021-11-20 18:55:01 main:581] : INFO : Epoch 1715 | loss: 0.0311452 | val_loss: 0.0311501 | Time: 1963.69 ms
[2021-11-20 18:55:03 main:581] : INFO : Epoch 1716 | loss: 0.0311454 | val_loss: 0.0311505 | Time: 1929.4 ms
[2021-11-20 18:55:05 main:581] : INFO : Epoch 1717 | loss: 0.0311461 | val_loss: 0.0311524 | Time: 1971.51 ms
[2021-11-20 18:55:07 main:581] : INFO : Epoch 1718 | loss: 0.0311422 | val_loss: 0.0311528 | Time: 1965.01 ms
[2021-11-20 18:55:09 main:581] : INFO : Epoch 1719 | loss: 0.0311425 | val_loss: 0.0311505 | Time: 1982.6 ms
[2021-11-20 18:55:11 main:581] : INFO : Epoch 1720 | loss: 0.0311431 | val_loss: 0.0311516 | Time: 1955.59 ms
[2021-11-20 18:55:13 main:581] : INFO : Epoch 1721 | loss: 0.0311406 | val_loss: 0.0311501 | Time: 1908.24 ms
[2021-11-20 18:55:15 main:581] : INFO : Epoch 1722 | loss: 0.0311406 | val_loss: 0.0311516 | Time: 1922.44 ms
[2021-11-20 18:55:17 main:581] : INFO : Epoch 1723 | loss: 0.0311383 | val_loss: 0.0311516 | Time: 1960.18 ms
[2021-11-20 18:55:19 main:581] : INFO : Epoch 1724 | loss: 0.0311377 | val_loss: 0.031152 | Time: 1909.09 ms
[2021-11-20 18:55:21 main:581] : INFO : Epoch 1725 | loss: 0.0311386 | val_loss: 0.0311612 | Time: 1910.95 ms
[2021-11-20 18:55:22 main:581] : INFO : Epoch 1726 | loss: 0.031141 | val_loss: 0.0311548 | Time: 1913.57 ms
[2021-11-20 18:55:24 main:581] : INFO : Epoch 1727 | loss: 0.0311418 | val_loss: 0.031153 | Time: 1902.01 ms
[2021-11-20 18:55:26 main:581] : INFO : Epoch 1728 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 1928.29 ms
[2021-11-20 18:55:28 main:581] : INFO : Epoch 1729 | loss: 0.031142 | val_loss: 0.031158 | Time: 1933.35 ms
[2021-11-20 18:55:30 main:581] : INFO : Epoch 1730 | loss: 0.0311443 | val_loss: 0.0311519 | Time: 1945.82 ms
[2021-11-20 18:55:32 main:581] : INFO : Epoch 1731 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 1929.83 ms
[2021-11-20 18:55:34 main:581] : INFO : Epoch 1732 | loss: 0.0311404 | val_loss: 0.0311509 | Time: 1923.13 ms
[2021-11-20 18:55:36 main:581] : INFO : Epoch 1733 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 2009.29 ms
[2021-11-20 18:55:38 main:581] : INFO : Epoch 1734 | loss: 0.0311366 | val_loss: 0.0311496 | Time: 1908.28 ms
[2021-11-20 18:55:40 main:581] : INFO : Epoch 1735 | loss: 0.0311381 | val_loss: 0.0311488 | Time: 1927.24 ms
[2021-11-20 18:55:42 main:581] : INFO : Epoch 1736 | loss: 0.0311384 | val_loss: 0.0311502 | Time: 1906.53 ms
[2021-11-20 18:55:44 main:581] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 1910.51 ms
[2021-11-20 18:55:46 main:581] : INFO : Epoch 1738 | loss: 0.0311395 | val_loss: 0.0311529 | Time: 1906.42 ms
[2021-11-20 18:55:48 main:581] : INFO : Epoch 1739 | loss: 0.0311388 | val_loss: 0.0311513 | Time: 1935.35 ms
[2021-11-20 18:55:49 main:581] : INFO : Epoch 1740 | loss: 0.0311377 | val_loss: 0.0311554 | Time: 1912.95 ms
[2021-11-20 18:55:51 main:581] : INFO : Epoch 1741 | loss: 0.0311368 | val_loss: 0.0311487 | Time: 1946.11 ms
[2021-11-20 18:55:53 main:581] : INFO : Epoch 1742 | loss: 0.0311375 | val_loss: 0.0311529 | Time: 1939.13 ms
[2021-11-20 18:55:55 main:581] : INFO : Epoch 1743 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 1943.28 ms
[2021-11-20 18:55:57 main:581] : INFO : Epoch 1744 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 1926.39 ms
[2021-11-20 18:55:59 main:581] : INFO : Epoch 1745 | loss: 0.0311378 | val_loss: 0.0311531 | Time: 1932.62 ms
[2021-11-20 18:56:01 main:581] : INFO : Epoch 1746 | loss: 0.0311358 | val_loss: 0.0311475 | Time: 1933.37 ms
[2021-11-20 18:56:03 main:581] : INFO : Epoch 1747 | loss: 0.031135 | val_loss: 0.0311506 | Time: 1958.39 ms
[2021-11-20 18:56:05 main:581] : INFO : Epoch 1748 | loss: 0.0311342 | val_loss: 0.0311608 | Time: 1941.04 ms
[2021-11-20 18:56:07 main:581] : INFO : Epoch 1749 | loss: 0.0311353 | val_loss: 0.031151 | Time: 2000.65 ms
[2021-11-20 18:56:09 main:581] : INFO : Epoch 1750 | loss: 0.0311319 | val_loss: 0.0311501 | Time: 1962.41 ms
[2021-11-20 18:56:11 main:581] : INFO : Epoch 1751 | loss: 0.0311332 | val_loss: 0.0311544 | Time: 1985.99 ms
[2021-11-20 18:56:13 main:581] : INFO : Epoch 1752 | loss: 0.0311329 | val_loss: 0.0311537 | Time: 1919.75 ms
[2021-11-20 18:56:15 main:581] : INFO : Epoch 1753 | loss: 0.0311353 | val_loss: 0.0311551 | Time: 1938.55 ms
[2021-11-20 18:56:17 main:581] : INFO : Epoch 1754 | loss: 0.0311385 | val_loss: 0.031152 | Time: 1924.7 ms
[2021-11-20 18:56:19 main:581] : INFO : Epoch 1755 | loss: 0.0311421 | val_loss: 0.0311507 | Time: 1943.29 ms
[2021-11-20 18:56:21 main:581] : INFO : Epoch 1756 | loss: 0.0311485 | val_loss: 0.0311532 | Time: 1909.16 ms
[2021-11-20 18:56:23 main:581] : INFO : Epoch 1757 | loss: 0.0311441 | val_loss: 0.03115 | Time: 1950.64 ms
[2021-11-20 18:56:24 main:581] : INFO : Epoch 1758 | loss: 0.0311437 | val_loss: 0.0311494 | Time: 1921.06 ms
[2021-11-20 18:56:26 main:581] : INFO : Epoch 1759 | loss: 0.031144 | val_loss: 0.0311511 | Time: 1919.55 ms
[2021-11-20 18:56:28 main:581] : INFO : Epoch 1760 | loss: 0.031145 | val_loss: 0.0311468 | Time: 1958.29 ms
[2021-11-20 18:56:30 main:581] : INFO : Epoch 1761 | loss: 0.0311406 | val_loss: 0.0311472 | Time: 1951.97 ms
[2021-11-20 18:56:32 main:581] : INFO : Epoch 1762 | loss: 0.0311377 | val_loss: 0.0311477 | Time: 1974.7 ms
[2021-11-20 18:56:34 main:581] : INFO : Epoch 1763 | loss: 0.0311375 | val_loss: 0.0311513 | Time: 1926.88 ms
[2021-11-20 18:56:36 main:581] : INFO : Epoch 1764 | loss: 0.0311377 | val_loss: 0.031145 | Time: 1984.64 ms
[2021-11-20 18:56:38 main:581] : INFO : Epoch 1765 | loss: 0.0311364 | val_loss: 0.0311445 | Time: 1928.03 ms
[2021-11-20 18:56:40 main:581] : INFO : Epoch 1766 | loss: 0.0311366 | val_loss: 0.0311492 | Time: 1943.4 ms
[2021-11-20 18:56:42 main:581] : INFO : Epoch 1767 | loss: 0.0311365 | val_loss: 0.0311458 | Time: 1933.23 ms
[2021-11-20 18:56:44 main:581] : INFO : Epoch 1768 | loss: 0.0311368 | val_loss: 0.03115 | Time: 1943.35 ms
[2021-11-20 18:56:46 main:581] : INFO : Epoch 1769 | loss: 0.031141 | val_loss: 0.0311474 | Time: 1922.23 ms
[2021-11-20 18:56:48 main:581] : INFO : Epoch 1770 | loss: 0.0311371 | val_loss: 0.0311496 | Time: 1934.06 ms
[2021-11-20 18:56:50 main:581] : INFO : Epoch 1771 | loss: 0.0311367 | val_loss: 0.0311497 | Time: 1929.08 ms
[2021-11-20 18:56:52 main:581] : INFO : Epoch 1772 | loss: 0.0311375 | val_loss: 0.0311452 | Time: 1913.61 ms
[2021-11-20 18:56:54 main:581] : INFO : Epoch 1773 | loss: 0.0311359 | val_loss: 0.0311511 | Time: 1925.86 ms
[2021-11-20 18:56:56 main:581] : INFO : Epoch 1774 | loss: 0.0311344 | val_loss: 0.0311514 | Time: 2000.42 ms
[2021-11-20 18:56:57 main:581] : INFO : Epoch 1775 | loss: 0.0311339 | val_loss: 0.031148 | Time: 1952.17 ms
[2021-11-20 18:56:59 main:581] : INFO : Epoch 1776 | loss: 0.0311311 | val_loss: 0.0311496 | Time: 1923.36 ms
[2021-11-20 18:57:01 main:581] : INFO : Epoch 1777 | loss: 0.0311306 | val_loss: 0.031149 | Time: 1923.31 ms
[2021-11-20 18:57:03 main:581] : INFO : Epoch 1778 | loss: 0.0311367 | val_loss: 0.0311571 | Time: 1931.95 ms
[2021-11-20 18:57:05 main:581] : INFO : Epoch 1779 | loss: 0.0311405 | val_loss: 0.0311604 | Time: 1921.95 ms
[2021-11-20 18:57:07 main:581] : INFO : Epoch 1780 | loss: 0.0311396 | val_loss: 0.0311594 | Time: 1928.39 ms
[2021-11-20 18:57:09 main:581] : INFO : Epoch 1781 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 1984.46 ms
[2021-11-20 18:57:11 main:581] : INFO : Epoch 1782 | loss: 0.0311343 | val_loss: 0.0311482 | Time: 1930.82 ms
[2021-11-20 18:57:13 main:581] : INFO : Epoch 1783 | loss: 0.0311337 | val_loss: 0.0311494 | Time: 1923.96 ms
[2021-11-20 18:57:15 main:581] : INFO : Epoch 1784 | loss: 0.0311331 | val_loss: 0.0311462 | Time: 1988.47 ms
[2021-11-20 18:57:17 main:581] : INFO : Epoch 1785 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1976.03 ms
[2021-11-20 18:57:19 main:581] : INFO : Epoch 1786 | loss: 0.0311382 | val_loss: 0.0311519 | Time: 1917.52 ms
[2021-11-20 18:57:21 main:581] : INFO : Epoch 1787 | loss: 0.0311378 | val_loss: 0.0311516 | Time: 1912.21 ms
[2021-11-20 18:57:23 main:581] : INFO : Epoch 1788 | loss: 0.0311391 | val_loss: 0.0311552 | Time: 1921.69 ms
[2021-11-20 18:57:25 main:581] : INFO : Epoch 1789 | loss: 0.0311372 | val_loss: 0.0311483 | Time: 1958.6 ms
[2021-11-20 18:57:27 main:581] : INFO : Epoch 1790 | loss: 0.0311362 | val_loss: 0.0311486 | Time: 1955.61 ms
[2021-11-20 18:57:29 main:581] : INFO : Epoch 1791 | loss: 0.031136 | val_loss: 0.031147 | Time: 1927.4 ms
[2021-11-20 18:57:30 main:581] : INFO : Epoch 1792 | loss: 0.0311336 | val_loss: 0.0311513 | Time: 1931.19 ms
[2021-11-20 18:57:32 main:581] : INFO : Epoch 1793 | loss: 0.0311362 | val_loss: 0.0311499 | Time: 1959.67 ms
[2021-11-20 18:57:34 main:581] : INFO : Epoch 1794 | loss: 0.0311347 | val_loss: 0.031149 | Time: 1917.89 ms
[2021-11-20 18:57:36 main:581] : INFO : Epoch 1795 | loss: 0.0311355 | val_loss: 0.0311491 | Time: 1961.05 ms
[2021-11-20 18:57:38 main:581] : INFO : Epoch 1796 | loss: 0.031132 | val_loss: 0.0311473 | Time: 1905.21 ms
[2021-11-20 18:57:40 main:581] : INFO : Epoch 1797 | loss: 0.031135 | val_loss: 0.0311526 | Time: 1951.14 ms
[2021-11-20 18:57:42 main:581] : INFO : Epoch 1798 | loss: 0.0311337 | val_loss: 0.0311534 | Time: 1957.67 ms
[2021-11-20 18:57:44 main:581] : INFO : Epoch 1799 | loss: 0.0311348 | val_loss: 0.0311619 | Time: 1960.01 ms
[2021-11-20 18:57:46 main:581] : INFO : Epoch 1800 | loss: 0.0311356 | val_loss: 0.0311519 | Time: 1981.2 ms
[2021-11-20 18:57:48 main:581] : INFO : Epoch 1801 | loss: 0.0311302 | val_loss: 0.0311507 | Time: 1961.71 ms
[2021-11-20 18:57:50 main:581] : INFO : Epoch 1802 | loss: 0.0311318 | val_loss: 0.0311513 | Time: 1974.61 ms
[2021-11-20 18:57:52 main:581] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311563 | Time: 1949.72 ms
[2021-11-20 18:57:54 main:581] : INFO : Epoch 1804 | loss: 0.03115 | val_loss: 0.0311572 | Time: 1925.91 ms
[2021-11-20 18:57:56 main:581] : INFO : Epoch 1805 | loss: 0.0311466 | val_loss: 0.031152 | Time: 1990.03 ms
[2021-11-20 18:57:58 main:581] : INFO : Epoch 1806 | loss: 0.0311481 | val_loss: 0.0311557 | Time: 1949.76 ms
[2021-11-20 18:58:00 main:581] : INFO : Epoch 1807 | loss: 0.0311461 | val_loss: 0.0311555 | Time: 1903.79 ms
[2021-11-20 18:58:02 main:581] : INFO : Epoch 1808 | loss: 0.0311472 | val_loss: 0.031159 | Time: 1924.64 ms
[2021-11-20 18:58:04 main:581] : INFO : Epoch 1809 | loss: 0.0311429 | val_loss: 0.0311509 | Time: 1909.25 ms
[2021-11-20 18:58:05 main:581] : INFO : Epoch 1810 | loss: 0.0311424 | val_loss: 0.0311508 | Time: 1914.73 ms
[2021-11-20 18:58:07 main:581] : INFO : Epoch 1811 | loss: 0.0311407 | val_loss: 0.0311491 | Time: 1907.89 ms
[2021-11-20 18:58:09 main:581] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.0311488 | Time: 1909.94 ms
[2021-11-20 18:58:11 main:581] : INFO : Epoch 1813 | loss: 0.0311414 | val_loss: 0.0311475 | Time: 1921.48 ms
[2021-11-20 18:58:13 main:581] : INFO : Epoch 1814 | loss: 0.0311368 | val_loss: 0.0311469 | Time: 1937.29 ms
[2021-11-20 18:58:15 main:581] : INFO : Epoch 1815 | loss: 0.0311368 | val_loss: 0.031153 | Time: 1958.34 ms
[2021-11-20 18:58:17 main:581] : INFO : Epoch 1816 | loss: 0.0311374 | val_loss: 0.0311521 | Time: 1907.13 ms
[2021-11-20 18:58:19 main:581] : INFO : Epoch 1817 | loss: 0.0311387 | val_loss: 0.0311474 | Time: 1927.37 ms
[2021-11-20 18:58:21 main:581] : INFO : Epoch 1818 | loss: 0.0311352 | val_loss: 0.0311492 | Time: 1899.64 ms
[2021-11-20 18:58:23 main:581] : INFO : Epoch 1819 | loss: 0.031138 | val_loss: 0.0311502 | Time: 1945.43 ms
[2021-11-20 18:58:25 main:581] : INFO : Epoch 1820 | loss: 0.0311374 | val_loss: 0.0311527 | Time: 1925.33 ms
[2021-11-20 18:58:27 main:581] : INFO : Epoch 1821 | loss: 0.0311359 | val_loss: 0.0311497 | Time: 1902.92 ms
[2021-11-20 18:58:29 main:581] : INFO : Epoch 1822 | loss: 0.0311379 | val_loss: 0.031153 | Time: 1919.57 ms
[2021-11-20 18:58:30 main:581] : INFO : Epoch 1823 | loss: 0.0311375 | val_loss: 0.0311539 | Time: 1907.43 ms
[2021-11-20 18:58:32 main:581] : INFO : Epoch 1824 | loss: 0.0311397 | val_loss: 0.0311487 | Time: 1907.93 ms
[2021-11-20 18:58:34 main:581] : INFO : Epoch 1825 | loss: 0.0311345 | val_loss: 0.0311512 | Time: 1931.03 ms
[2021-11-20 18:58:36 main:581] : INFO : Epoch 1826 | loss: 0.0311343 | val_loss: 0.0311518 | Time: 1944.25 ms
[2021-11-20 18:58:38 main:581] : INFO : Epoch 1827 | loss: 0.0311335 | val_loss: 0.0311525 | Time: 1905.08 ms
[2021-11-20 18:58:40 main:581] : INFO : Epoch 1828 | loss: 0.0311321 | val_loss: 0.0311487 | Time: 1931.53 ms
[2021-11-20 18:58:42 main:581] : INFO : Epoch 1829 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 1937.59 ms
[2021-11-20 18:58:44 main:581] : INFO : Epoch 1830 | loss: 0.0311349 | val_loss: 0.0311509 | Time: 1923.64 ms
[2021-11-20 18:58:46 main:581] : INFO : Epoch 1831 | loss: 0.0311321 | val_loss: 0.0311517 | Time: 1911.66 ms
[2021-11-20 18:58:48 main:581] : INFO : Epoch 1832 | loss: 0.0311295 | val_loss: 0.031148 | Time: 1942.49 ms
[2021-11-20 18:58:50 main:581] : INFO : Epoch 1833 | loss: 0.0311303 | val_loss: 0.0311516 | Time: 1934.77 ms
[2021-11-20 18:58:52 main:581] : INFO : Epoch 1834 | loss: 0.0311289 | val_loss: 0.0311554 | Time: 1994.9 ms
[2021-11-20 18:58:54 main:581] : INFO : Epoch 1835 | loss: 0.0311298 | val_loss: 0.031151 | Time: 1968.53 ms
[2021-11-20 18:58:56 main:581] : INFO : Epoch 1836 | loss: 0.0311297 | val_loss: 0.0311564 | Time: 1934.66 ms
[2021-11-20 18:58:58 main:581] : INFO : Epoch 1837 | loss: 0.0311304 | val_loss: 0.0311495 | Time: 1924.83 ms
[2021-11-20 18:58:59 main:581] : INFO : Epoch 1838 | loss: 0.0311336 | val_loss: 0.0311491 | Time: 1933.06 ms
[2021-11-20 18:59:01 main:581] : INFO : Epoch 1839 | loss: 0.0311306 | val_loss: 0.0311476 | Time: 1941.22 ms
[2021-11-20 18:59:03 main:581] : INFO : Epoch 1840 | loss: 0.0311297 | val_loss: 0.0311483 | Time: 1945.05 ms
[2021-11-20 18:59:05 main:581] : INFO : Epoch 1841 | loss: 0.0311294 | val_loss: 0.0311514 | Time: 1950.74 ms
[2021-11-20 18:59:07 main:581] : INFO : Epoch 1842 | loss: 0.0311308 | val_loss: 0.0311508 | Time: 1986.25 ms
[2021-11-20 18:59:09 main:581] : INFO : Epoch 1843 | loss: 0.031131 | val_loss: 0.0311515 | Time: 1921.88 ms
[2021-11-20 18:59:11 main:581] : INFO : Epoch 1844 | loss: 0.0311316 | val_loss: 0.0311491 | Time: 1998.61 ms
[2021-11-20 18:59:13 main:581] : INFO : Epoch 1845 | loss: 0.0311291 | val_loss: 0.0311471 | Time: 1940.79 ms
[2021-11-20 18:59:15 main:581] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0311488 | Time: 1972.33 ms
[2021-11-20 18:59:17 main:581] : INFO : Epoch 1847 | loss: 0.0311288 | val_loss: 0.031149 | Time: 1922.06 ms
[2021-11-20 18:59:19 main:581] : INFO : Epoch 1848 | loss: 0.0311291 | val_loss: 0.0311455 | Time: 1899.04 ms
[2021-11-20 18:59:21 main:581] : INFO : Epoch 1849 | loss: 0.0311371 | val_loss: 0.0311589 | Time: 1962.38 ms
[2021-11-20 18:59:23 main:581] : INFO : Epoch 1850 | loss: 0.0311324 | val_loss: 0.0311443 | Time: 1934.44 ms
[2021-11-20 18:59:25 main:581] : INFO : Epoch 1851 | loss: 0.0311301 | val_loss: 0.0311523 | Time: 1970.61 ms
[2021-11-20 18:59:27 main:581] : INFO : Epoch 1852 | loss: 0.0311321 | val_loss: 0.031156 | Time: 1921.23 ms
[2021-11-20 18:59:29 main:581] : INFO : Epoch 1853 | loss: 0.0311271 | val_loss: 0.0311465 | Time: 1898.24 ms
[2021-11-20 18:59:31 main:581] : INFO : Epoch 1854 | loss: 0.0311265 | val_loss: 0.0311439 | Time: 1931.11 ms
[2021-11-20 18:59:32 main:581] : INFO : Epoch 1855 | loss: 0.0311287 | val_loss: 0.0311507 | Time: 1926.48 ms
[2021-11-20 18:59:34 main:581] : INFO : Epoch 1856 | loss: 0.0311293 | val_loss: 0.0311504 | Time: 1935.69 ms
[2021-11-20 18:59:36 main:581] : INFO : Epoch 1857 | loss: 0.0311284 | val_loss: 0.0311506 | Time: 1993.68 ms
[2021-11-20 18:59:38 main:581] : INFO : Epoch 1858 | loss: 0.0311265 | val_loss: 0.0311549 | Time: 1919.12 ms
[2021-11-20 18:59:40 main:581] : INFO : Epoch 1859 | loss: 0.0311268 | val_loss: 0.03115 | Time: 1918.42 ms
[2021-11-20 18:59:42 main:581] : INFO : Epoch 1860 | loss: 0.031128 | val_loss: 0.0311498 | Time: 1945.57 ms
[2021-11-20 18:59:44 main:581] : INFO : Epoch 1861 | loss: 0.0311258 | val_loss: 0.0311482 | Time: 1897.29 ms
[2021-11-20 18:59:46 main:581] : INFO : Epoch 1862 | loss: 0.0311248 | val_loss: 0.0311489 | Time: 1907.67 ms
[2021-11-20 18:59:48 main:581] : INFO : Epoch 1863 | loss: 0.0311276 | val_loss: 0.0311563 | Time: 1920.03 ms
[2021-11-20 18:59:50 main:581] : INFO : Epoch 1864 | loss: 0.0311274 | val_loss: 0.0311469 | Time: 1907.97 ms
[2021-11-20 18:59:52 main:581] : INFO : Epoch 1865 | loss: 0.0311267 | val_loss: 0.0311484 | Time: 1906.63 ms
[2021-11-20 18:59:54 main:581] : INFO : Epoch 1866 | loss: 0.0311271 | val_loss: 0.031146 | Time: 2014.39 ms
[2021-11-20 18:59:56 main:581] : INFO : Epoch 1867 | loss: 0.0311263 | val_loss: 0.0311467 | Time: 1979.98 ms
[2021-11-20 18:59:58 main:581] : INFO : Epoch 1868 | loss: 0.0311236 | val_loss: 0.0311472 | Time: 1962.33 ms
[2021-11-20 19:00:00 main:581] : INFO : Epoch 1869 | loss: 0.0311229 | val_loss: 0.031147 | Time: 1953.13 ms
[2021-11-20 19:00:02 main:581] : INFO : Epoch 1870 | loss: 0.0311248 | val_loss: 0.0311452 | Time: 1965.08 ms
[2021-11-20 19:00:04 main:581] : INFO : Epoch 1871 | loss: 0.0311283 | val_loss: 0.0311466 | Time: 1939.79 ms
[2021-11-20 19:00:06 main:581] : INFO : Epoch 1872 | loss: 0.0311283 | val_loss: 0.0311416 | Time: 1976.84 ms
[2021-11-20 19:00:07 main:581] : INFO : Epoch 1873 | loss: 0.0311304 | val_loss: 0.0311447 | Time: 1941.07 ms
[2021-11-20 19:00:09 main:581] : INFO : Epoch 1874 | loss: 0.0311261 | val_loss: 0.0311421 | Time: 1982.09 ms
[2021-11-20 19:00:11 main:581] : INFO : Epoch 1875 | loss: 0.0311268 | val_loss: 0.0311566 | Time: 1965.16 ms
[2021-11-20 19:00:13 main:581] : INFO : Epoch 1876 | loss: 0.0311249 | val_loss: 0.0311429 | Time: 1986.87 ms
[2021-11-20 19:00:15 main:581] : INFO : Epoch 1877 | loss: 0.0311222 | val_loss: 0.0311433 | Time: 1957.02 ms
[2021-11-20 19:00:17 main:581] : INFO : Epoch 1878 | loss: 0.0311249 | val_loss: 0.0311513 | Time: 1962.03 ms
[2021-11-20 19:00:19 main:581] : INFO : Epoch 1879 | loss: 0.0311259 | val_loss: 0.0311449 | Time: 1947.09 ms
[2021-11-20 19:00:21 main:581] : INFO : Epoch 1880 | loss: 0.031126 | val_loss: 0.0311473 | Time: 1940.85 ms
[2021-11-20 19:00:23 main:581] : INFO : Epoch 1881 | loss: 0.0311249 | val_loss: 0.0311489 | Time: 1972.52 ms
[2021-11-20 19:00:25 main:581] : INFO : Epoch 1882 | loss: 0.0311251 | val_loss: 0.0311473 | Time: 2006.54 ms
[2021-11-20 19:00:27 main:581] : INFO : Epoch 1883 | loss: 0.031125 | val_loss: 0.0311457 | Time: 1999.9 ms
[2021-11-20 19:00:29 main:581] : INFO : Epoch 1884 | loss: 0.0311226 | val_loss: 0.0311478 | Time: 1983.26 ms
[2021-11-20 19:00:31 main:581] : INFO : Epoch 1885 | loss: 0.0311215 | val_loss: 0.0311466 | Time: 2005.42 ms
[2021-11-20 19:00:33 main:581] : INFO : Epoch 1886 | loss: 0.0311246 | val_loss: 0.0311441 | Time: 1969.31 ms
[2021-11-20 19:00:35 main:581] : INFO : Epoch 1887 | loss: 0.0311244 | val_loss: 0.0311528 | Time: 2001.44 ms
[2021-11-20 19:00:37 main:581] : INFO : Epoch 1888 | loss: 0.0311347 | val_loss: 0.031152 | Time: 1961.32 ms
[2021-11-20 19:00:39 main:581] : INFO : Epoch 1889 | loss: 0.0311419 | val_loss: 0.0311541 | Time: 1950.21 ms
[2021-11-20 19:00:41 main:581] : INFO : Epoch 1890 | loss: 0.0311411 | val_loss: 0.0311533 | Time: 1937.86 ms
[2021-11-20 19:00:43 main:581] : INFO : Epoch 1891 | loss: 0.0311397 | val_loss: 0.0311492 | Time: 1956.37 ms
[2021-11-20 19:00:45 main:581] : INFO : Epoch 1892 | loss: 0.0311346 | val_loss: 0.0311456 | Time: 1993.38 ms
[2021-11-20 19:00:47 main:581] : INFO : Epoch 1893 | loss: 0.0311324 | val_loss: 0.0311455 | Time: 1968.23 ms
[2021-11-20 19:00:49 main:581] : INFO : Epoch 1894 | loss: 0.031132 | val_loss: 0.0311554 | Time: 1924.64 ms
[2021-11-20 19:00:51 main:581] : INFO : Epoch 1895 | loss: 0.0311378 | val_loss: 0.0311556 | Time: 1969.44 ms
[2021-11-20 19:00:53 main:581] : INFO : Epoch 1896 | loss: 0.0311392 | val_loss: 0.0311545 | Time: 1934.42 ms
[2021-11-20 19:00:55 main:581] : INFO : Epoch 1897 | loss: 0.0311327 | val_loss: 0.0311488 | Time: 2003.15 ms
[2021-11-20 19:00:57 main:581] : INFO : Epoch 1898 | loss: 0.0311407 | val_loss: 0.0311556 | Time: 1922.51 ms
[2021-11-20 19:00:59 main:581] : INFO : Epoch 1899 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 1919.21 ms
[2021-11-20 19:01:01 main:581] : INFO : Epoch 1900 | loss: 0.0311538 | val_loss: 0.0311491 | Time: 1931.56 ms
[2021-11-20 19:01:02 main:581] : INFO : Epoch 1901 | loss: 0.03115 | val_loss: 0.0311579 | Time: 1940.09 ms
[2021-11-20 19:01:04 main:581] : INFO : Epoch 1902 | loss: 0.0311476 | val_loss: 0.0311524 | Time: 1909.23 ms
[2021-11-20 19:01:06 main:581] : INFO : Epoch 1903 | loss: 0.0311411 | val_loss: 0.0311469 | Time: 1970.26 ms
[2021-11-20 19:01:08 main:581] : INFO : Epoch 1904 | loss: 0.031143 | val_loss: 0.0311498 | Time: 1913.01 ms
[2021-11-20 19:01:10 main:581] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311461 | Time: 1953.19 ms
[2021-11-20 19:01:12 main:581] : INFO : Epoch 1906 | loss: 0.0311385 | val_loss: 0.0311455 | Time: 1923.75 ms
[2021-11-20 19:01:14 main:581] : INFO : Epoch 1907 | loss: 0.031138 | val_loss: 0.031145 | Time: 1935.39 ms
[2021-11-20 19:01:16 main:581] : INFO : Epoch 1908 | loss: 0.0311342 | val_loss: 0.0311465 | Time: 1962.54 ms
[2021-11-20 19:01:18 main:581] : INFO : Epoch 1909 | loss: 0.03114 | val_loss: 0.0311506 | Time: 1939.87 ms
[2021-11-20 19:01:20 main:581] : INFO : Epoch 1910 | loss: 0.0311351 | val_loss: 0.0311425 | Time: 1937.02 ms
[2021-11-20 19:01:22 main:581] : INFO : Epoch 1911 | loss: 0.0311343 | val_loss: 0.0311535 | Time: 1937.91 ms
[2021-11-20 19:01:24 main:581] : INFO : Epoch 1912 | loss: 0.0311318 | val_loss: 0.0311464 | Time: 1893.66 ms
[2021-11-20 19:01:26 main:581] : INFO : Epoch 1913 | loss: 0.031131 | val_loss: 0.0311457 | Time: 1912.14 ms
[2021-11-20 19:01:28 main:581] : INFO : Epoch 1914 | loss: 0.03113 | val_loss: 0.0311446 | Time: 1897.86 ms
[2021-11-20 19:01:29 main:581] : INFO : Epoch 1915 | loss: 0.0311292 | val_loss: 0.0311509 | Time: 1895.32 ms
[2021-11-20 19:01:31 main:581] : INFO : Epoch 1916 | loss: 0.031134 | val_loss: 0.0311454 | Time: 1912.67 ms
[2021-11-20 19:01:33 main:581] : INFO : Epoch 1917 | loss: 0.0311339 | val_loss: 0.0311469 | Time: 1955.4 ms
[2021-11-20 19:01:35 main:581] : INFO : Epoch 1918 | loss: 0.0311348 | val_loss: 0.0311471 | Time: 1941.81 ms
[2021-11-20 19:01:37 main:581] : INFO : Epoch 1919 | loss: 0.031128 | val_loss: 0.0311509 | Time: 1925.19 ms
[2021-11-20 19:01:39 main:581] : INFO : Epoch 1920 | loss: 0.0311279 | val_loss: 0.0311464 | Time: 1900.53 ms
[2021-11-20 19:01:41 main:581] : INFO : Epoch 1921 | loss: 0.0311267 | val_loss: 0.0311461 | Time: 1898.12 ms
[2021-11-20 19:01:43 main:581] : INFO : Epoch 1922 | loss: 0.0311272 | val_loss: 0.0311537 | Time: 1917.97 ms
[2021-11-20 19:01:45 main:581] : INFO : Epoch 1923 | loss: 0.0311321 | val_loss: 0.0311514 | Time: 1991.21 ms
[2021-11-20 19:01:47 main:581] : INFO : Epoch 1924 | loss: 0.0311315 | val_loss: 0.0311556 | Time: 1950.67 ms
[2021-11-20 19:01:49 main:581] : INFO : Epoch 1925 | loss: 0.0311297 | val_loss: 0.0311481 | Time: 1923.29 ms
[2021-11-20 19:01:51 main:581] : INFO : Epoch 1926 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 1931 ms
[2021-11-20 19:01:53 main:581] : INFO : Epoch 1927 | loss: 0.0311265 | val_loss: 0.0311526 | Time: 1933.51 ms
[2021-11-20 19:01:55 main:581] : INFO : Epoch 1928 | loss: 0.0311259 | val_loss: 0.0311495 | Time: 1982.28 ms
[2021-11-20 19:01:57 main:581] : INFO : Epoch 1929 | loss: 0.0311417 | val_loss: 0.0311551 | Time: 1896.5 ms
[2021-11-20 19:01:58 main:581] : INFO : Epoch 1930 | loss: 0.0311372 | val_loss: 0.0311486 | Time: 1915.81 ms
[2021-11-20 19:02:00 main:581] : INFO : Epoch 1931 | loss: 0.03113 | val_loss: 0.0311462 | Time: 1930.85 ms
[2021-11-20 19:02:02 main:581] : INFO : Epoch 1932 | loss: 0.0311273 | val_loss: 0.031144 | Time: 1903.09 ms
[2021-11-20 19:02:04 main:581] : INFO : Epoch 1933 | loss: 0.0311266 | val_loss: 0.0311504 | Time: 1920.22 ms
[2021-11-20 19:02:06 main:581] : INFO : Epoch 1934 | loss: 0.0311253 | val_loss: 0.0311538 | Time: 1952.39 ms
[2021-11-20 19:02:08 main:581] : INFO : Epoch 1935 | loss: 0.0311284 | val_loss: 0.0311516 | Time: 1927.8 ms
[2021-11-20 19:02:10 main:581] : INFO : Epoch 1936 | loss: 0.0311255 | val_loss: 0.0311492 | Time: 1974 ms
[2021-11-20 19:02:12 main:581] : INFO : Epoch 1937 | loss: 0.0311233 | val_loss: 0.0311474 | Time: 1941.2 ms
[2021-11-20 19:02:14 main:581] : INFO : Epoch 1938 | loss: 0.0311319 | val_loss: 0.0311522 | Time: 1948.25 ms
[2021-11-20 19:02:16 main:581] : INFO : Epoch 1939 | loss: 0.0311283 | val_loss: 0.0311515 | Time: 1952.66 ms
[2021-11-20 19:02:18 main:581] : INFO : Epoch 1940 | loss: 0.0311278 | val_loss: 0.0311474 | Time: 1946.84 ms
[2021-11-20 19:02:20 main:581] : INFO : Epoch 1941 | loss: 0.0311255 | val_loss: 0.0311541 | Time: 1946.97 ms
[2021-11-20 19:02:22 main:581] : INFO : Epoch 1942 | loss: 0.0311275 | val_loss: 0.0311493 | Time: 1969.12 ms
[2021-11-20 19:02:24 main:581] : INFO : Epoch 1943 | loss: 0.0311255 | val_loss: 0.0311492 | Time: 1979.99 ms
[2021-11-20 19:02:26 main:581] : INFO : Epoch 1944 | loss: 0.031124 | val_loss: 0.0311469 | Time: 1967.82 ms
[2021-11-20 19:02:28 main:581] : INFO : Epoch 1945 | loss: 0.0311256 | val_loss: 0.0311445 | Time: 1973.5 ms
[2021-11-20 19:02:30 main:581] : INFO : Epoch 1946 | loss: 0.0311253 | val_loss: 0.0311512 | Time: 1938.65 ms
[2021-11-20 19:02:32 main:581] : INFO : Epoch 1947 | loss: 0.031125 | val_loss: 0.0311509 | Time: 1943.89 ms
[2021-11-20 19:02:34 main:581] : INFO : Epoch 1948 | loss: 0.0311244 | val_loss: 0.0311548 | Time: 1962.44 ms
[2021-11-20 19:02:36 main:581] : INFO : Epoch 1949 | loss: 0.031126 | val_loss: 0.0311519 | Time: 1990.65 ms
[2021-11-20 19:02:37 main:581] : INFO : Epoch 1950 | loss: 0.0311277 | val_loss: 0.0311588 | Time: 1969.42 ms
[2021-11-20 19:02:39 main:581] : INFO : Epoch 1951 | loss: 0.0311327 | val_loss: 0.0311598 | Time: 1981.74 ms
[2021-11-20 19:02:41 main:581] : INFO : Epoch 1952 | loss: 0.0311374 | val_loss: 0.0311523 | Time: 1957.84 ms
[2021-11-20 19:02:43 main:581] : INFO : Epoch 1953 | loss: 0.0311352 | val_loss: 0.0311529 | Time: 1942.69 ms
[2021-11-20 19:02:45 main:581] : INFO : Epoch 1954 | loss: 0.0311373 | val_loss: 0.0311501 | Time: 1948.83 ms
[2021-11-20 19:02:47 main:581] : INFO : Epoch 1955 | loss: 0.0311329 | val_loss: 0.031143 | Time: 1953.35 ms
[2021-11-20 19:02:49 main:581] : INFO : Epoch 1956 | loss: 0.0311318 | val_loss: 0.0311464 | Time: 1958.52 ms
[2021-11-20 19:02:51 main:581] : INFO : Epoch 1957 | loss: 0.0311278 | val_loss: 0.0311448 | Time: 1937.39 ms
[2021-11-20 19:02:53 main:581] : INFO : Epoch 1958 | loss: 0.0311252 | val_loss: 0.0311503 | Time: 1972.24 ms
[2021-11-20 19:02:55 main:581] : INFO : Epoch 1959 | loss: 0.0311277 | val_loss: 0.0311467 | Time: 1985.93 ms
[2021-11-20 19:02:57 main:581] : INFO : Epoch 1960 | loss: 0.0311287 | val_loss: 0.0311465 | Time: 1959.82 ms
[2021-11-20 19:02:59 main:581] : INFO : Epoch 1961 | loss: 0.0311276 | val_loss: 0.0311475 | Time: 1946.36 ms
[2021-11-20 19:03:01 main:581] : INFO : Epoch 1962 | loss: 0.0311269 | val_loss: 0.0311459 | Time: 1978.49 ms
[2021-11-20 19:03:03 main:581] : INFO : Epoch 1963 | loss: 0.0311289 | val_loss: 0.0311647 | Time: 1976.16 ms
[2021-11-20 19:03:05 main:581] : INFO : Epoch 1964 | loss: 0.0311349 | val_loss: 0.0311525 | Time: 1982.98 ms
[2021-11-20 19:03:07 main:581] : INFO : Epoch 1965 | loss: 0.0311257 | val_loss: 0.0311418 | Time: 1921.65 ms
[2021-11-20 19:03:09 main:581] : INFO : Epoch 1966 | loss: 0.0311211 | val_loss: 0.0311446 | Time: 1939.8 ms
[2021-11-20 19:03:11 main:581] : INFO : Epoch 1967 | loss: 0.0311235 | val_loss: 0.0311507 | Time: 1941.32 ms
[2021-11-20 19:03:13 main:581] : INFO : Epoch 1968 | loss: 0.0311253 | val_loss: 0.0311558 | Time: 1950.65 ms
[2021-11-20 19:03:15 main:581] : INFO : Epoch 1969 | loss: 0.0311225 | val_loss: 0.0311439 | Time: 1930.02 ms
[2021-11-20 19:03:17 main:581] : INFO : Epoch 1970 | loss: 0.0311231 | val_loss: 0.0311458 | Time: 1921.92 ms
[2021-11-20 19:03:18 main:581] : INFO : Epoch 1971 | loss: 0.0311268 | val_loss: 0.0311457 | Time: 1912.78 ms
[2021-11-20 19:03:20 main:581] : INFO : Epoch 1972 | loss: 0.0311276 | val_loss: 0.0311428 | Time: 1901.89 ms
[2021-11-20 19:03:22 main:581] : INFO : Epoch 1973 | loss: 0.0311252 | val_loss: 0.0311449 | Time: 1904.57 ms
[2021-11-20 19:03:24 main:581] : INFO : Epoch 1974 | loss: 0.0311231 | val_loss: 0.031145 | Time: 1915.98 ms
[2021-11-20 19:03:26 main:581] : INFO : Epoch 1975 | loss: 0.0311258 | val_loss: 0.0311449 | Time: 1903.33 ms
[2021-11-20 19:03:28 main:581] : INFO : Epoch 1976 | loss: 0.0311241 | val_loss: 0.0311425 | Time: 1909.55 ms
[2021-11-20 19:03:30 main:581] : INFO : Epoch 1977 | loss: 0.0311229 | val_loss: 0.0311473 | Time: 1913.96 ms
[2021-11-20 19:03:32 main:581] : INFO : Epoch 1978 | loss: 0.0311291 | val_loss: 0.0311531 | Time: 1921.53 ms
[2021-11-20 19:03:34 main:581] : INFO : Epoch 1979 | loss: 0.0311265 | val_loss: 0.0311462 | Time: 1899.1 ms
[2021-11-20 19:03:36 main:581] : INFO : Epoch 1980 | loss: 0.0311241 | val_loss: 0.0311469 | Time: 1922.41 ms
[2021-11-20 19:03:38 main:581] : INFO : Epoch 1981 | loss: 0.0311192 | val_loss: 0.0311497 | Time: 1908.46 ms
[2021-11-20 19:03:39 main:581] : INFO : Epoch 1982 | loss: 0.0311275 | val_loss: 0.0311503 | Time: 1898.57 ms
[2021-11-20 19:03:41 main:581] : INFO : Epoch 1983 | loss: 0.0311271 | val_loss: 0.031151 | Time: 1901.37 ms
[2021-11-20 19:03:43 main:581] : INFO : Epoch 1984 | loss: 0.0311289 | val_loss: 0.0311467 | Time: 1913.52 ms
[2021-11-20 19:03:45 main:581] : INFO : Epoch 1985 | loss: 0.031129 | val_loss: 0.0311573 | Time: 1923.1 ms
[2021-11-20 19:03:47 main:581] : INFO : Epoch 1986 | loss: 0.0311254 | val_loss: 0.03115 | Time: 1890.56 ms
[2021-11-20 19:03:49 main:581] : INFO : Epoch 1987 | loss: 0.0311309 | val_loss: 0.031159 | Time: 1920.27 ms
[2021-11-20 19:03:51 main:581] : INFO : Epoch 1988 | loss: 0.0311295 | val_loss: 0.0311466 | Time: 1906.27 ms
[2021-11-20 19:03:53 main:581] : INFO : Epoch 1989 | loss: 0.0311239 | val_loss: 0.0311452 | Time: 1985.81 ms
[2021-11-20 19:03:55 main:581] : INFO : Epoch 1990 | loss: 0.0311221 | val_loss: 0.0311484 | Time: 1943.29 ms
[2021-11-20 19:03:57 main:581] : INFO : Epoch 1991 | loss: 0.0311226 | val_loss: 0.031158 | Time: 1933.1 ms
[2021-11-20 19:03:59 main:581] : INFO : Epoch 1992 | loss: 0.0311319 | val_loss: 0.0311538 | Time: 1939.45 ms
[2021-11-20 19:04:01 main:581] : INFO : Epoch 1993 | loss: 0.0311258 | val_loss: 0.0311528 | Time: 1923.57 ms
[2021-11-20 19:04:03 main:581] : INFO : Epoch 1994 | loss: 0.0311269 | val_loss: 0.0311534 | Time: 1904.25 ms
[2021-11-20 19:04:04 main:581] : INFO : Epoch 1995 | loss: 0.031127 | val_loss: 0.0311465 | Time: 1903.99 ms
[2021-11-20 19:04:06 main:581] : INFO : Epoch 1996 | loss: 0.0311273 | val_loss: 0.0311464 | Time: 1928.47 ms
[2021-11-20 19:04:08 main:581] : INFO : Epoch 1997 | loss: 0.0311243 | val_loss: 0.0311468 | Time: 1933.85 ms
[2021-11-20 19:04:10 main:581] : INFO : Epoch 1998 | loss: 0.0311223 | val_loss: 0.0311444 | Time: 1943.81 ms
[2021-11-20 19:04:12 main:581] : INFO : Epoch 1999 | loss: 0.0311218 | val_loss: 0.0311448 | Time: 1937 ms
[2021-11-20 19:04:14 main:581] : INFO : Epoch 2000 | loss: 0.0311193 | val_loss: 0.0311482 | Time: 1978.03 ms
[2021-11-20 19:04:16 main:581] : INFO : Epoch 2001 | loss: 0.0311192 | val_loss: 0.0311454 | Time: 1954.25 ms
[2021-11-20 19:04:18 main:581] : INFO : Epoch 2002 | loss: 0.0311218 | val_loss: 0.0311496 | Time: 1965.38 ms
[2021-11-20 19:04:20 main:581] : INFO : Epoch 2003 | loss: 0.0311216 | val_loss: 0.0311446 | Time: 1967.62 ms
[2021-11-20 19:04:22 main:581] : INFO : Epoch 2004 | loss: 0.0311202 | val_loss: 0.0311517 | Time: 1948.02 ms
[2021-11-20 19:04:24 main:581] : INFO : Epoch 2005 | loss: 0.0311189 | val_loss: 0.0311469 | Time: 1963.78 ms
[2021-11-20 19:04:26 main:581] : INFO : Epoch 2006 | loss: 0.0311202 | val_loss: 0.0311504 | Time: 1997.89 ms
[2021-11-20 19:04:28 main:581] : INFO : Epoch 2007 | loss: 0.0311197 | val_loss: 0.0311462 | Time: 1977.28 ms
[2021-11-20 19:04:30 main:581] : INFO : Epoch 2008 | loss: 0.0311204 | val_loss: 0.0311464 | Time: 1978.76 ms
[2021-11-20 19:04:32 main:581] : INFO : Epoch 2009 | loss: 0.031118 | val_loss: 0.0311531 | Time: 1956.3 ms
[2021-11-20 19:04:34 main:581] : INFO : Epoch 2010 | loss: 0.0311237 | val_loss: 0.0311491 | Time: 1975.73 ms
[2021-11-20 19:04:36 main:581] : INFO : Epoch 2011 | loss: 0.0311243 | val_loss: 0.0311485 | Time: 1989.98 ms
[2021-11-20 19:04:38 main:581] : INFO : Epoch 2012 | loss: 0.0311221 | val_loss: 0.0311463 | Time: 1961.48 ms
[2021-11-20 19:04:40 main:581] : INFO : Epoch 2013 | loss: 0.0311224 | val_loss: 0.0311452 | Time: 1956.37 ms
[2021-11-20 19:04:42 main:581] : INFO : Epoch 2014 | loss: 0.0311218 | val_loss: 0.0311488 | Time: 1925.74 ms
[2021-11-20 19:04:44 main:581] : INFO : Epoch 2015 | loss: 0.031119 | val_loss: 0.0311511 | Time: 1960.65 ms
[2021-11-20 19:04:46 main:581] : INFO : Epoch 2016 | loss: 0.0311183 | val_loss: 0.0311444 | Time: 1963.92 ms
[2021-11-20 19:04:48 main:581] : INFO : Epoch 2017 | loss: 0.0311211 | val_loss: 0.0311549 | Time: 1923.94 ms
[2021-11-20 19:04:50 main:581] : INFO : Epoch 2018 | loss: 0.0311264 | val_loss: 0.0311464 | Time: 1975.39 ms
[2021-11-20 19:04:52 main:581] : INFO : Epoch 2019 | loss: 0.0311229 | val_loss: 0.0311497 | Time: 1971.22 ms
[2021-11-20 19:04:53 main:581] : INFO : Epoch 2020 | loss: 0.0311233 | val_loss: 0.0311596 | Time: 1953.18 ms
[2021-11-20 19:04:55 main:581] : INFO : Epoch 2021 | loss: 0.0311222 | val_loss: 0.0311498 | Time: 1953.1 ms
[2021-11-20 19:04:57 main:581] : INFO : Epoch 2022 | loss: 0.0311211 | val_loss: 0.0311503 | Time: 1946.75 ms
[2021-11-20 19:04:59 main:581] : INFO : Epoch 2023 | loss: 0.0311182 | val_loss: 0.0311519 | Time: 1949.52 ms
[2021-11-20 19:05:01 main:581] : INFO : Epoch 2024 | loss: 0.0311213 | val_loss: 0.0311491 | Time: 1933.23 ms
[2021-11-20 19:05:03 main:581] : INFO : Epoch 2025 | loss: 0.0311193 | val_loss: 0.0311546 | Time: 1954.28 ms
[2021-11-20 19:05:05 main:581] : INFO : Epoch 2026 | loss: 0.0311169 | val_loss: 0.0311479 | Time: 1960.93 ms
[2021-11-20 19:05:07 main:581] : INFO : Epoch 2027 | loss: 0.0311162 | val_loss: 0.0311498 | Time: 1957.47 ms
[2021-11-20 19:05:09 main:581] : INFO : Epoch 2028 | loss: 0.0311162 | val_loss: 0.0311506 | Time: 1942.42 ms
[2021-11-20 19:05:11 main:581] : INFO : Epoch 2029 | loss: 0.0311168 | val_loss: 0.0311512 | Time: 1989.72 ms
[2021-11-20 19:05:13 main:581] : INFO : Epoch 2030 | loss: 0.0311283 | val_loss: 0.0311981 | Time: 1957.12 ms
[2021-11-20 19:05:15 main:581] : INFO : Epoch 2031 | loss: 0.0311554 | val_loss: 0.0311557 | Time: 1967.42 ms
[2021-11-20 19:05:17 main:581] : INFO : Epoch 2032 | loss: 0.0311365 | val_loss: 0.0311472 | Time: 1952.83 ms
[2021-11-20 19:05:19 main:581] : INFO : Epoch 2033 | loss: 0.031136 | val_loss: 0.0311571 | Time: 1962.13 ms
[2021-11-20 19:05:21 main:581] : INFO : Epoch 2034 | loss: 0.0311329 | val_loss: 0.0311462 | Time: 1993.15 ms
[2021-11-20 19:05:23 main:581] : INFO : Epoch 2035 | loss: 0.0311301 | val_loss: 0.0311442 | Time: 1928.22 ms
[2021-11-20 19:05:25 main:581] : INFO : Epoch 2036 | loss: 0.0311277 | val_loss: 0.031146 | Time: 1965.71 ms
[2021-11-20 19:05:27 main:581] : INFO : Epoch 2037 | loss: 0.031129 | val_loss: 0.0311457 | Time: 1967.08 ms
[2021-11-20 19:05:29 main:581] : INFO : Epoch 2038 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 1977.58 ms
[2021-11-20 19:05:31 main:581] : INFO : Epoch 2039 | loss: 0.0311409 | val_loss: 0.0311513 | Time: 1938.72 ms
[2021-11-20 19:05:33 main:581] : INFO : Epoch 2040 | loss: 0.0311342 | val_loss: 0.0311489 | Time: 1908.21 ms
[2021-11-20 19:05:34 main:581] : INFO : Epoch 2041 | loss: 0.0311318 | val_loss: 0.0311469 | Time: 1921.15 ms
[2021-11-20 19:05:36 main:581] : INFO : Epoch 2042 | loss: 0.0311271 | val_loss: 0.0311493 | Time: 1949.3 ms
[2021-11-20 19:05:38 main:581] : INFO : Epoch 2043 | loss: 0.0311249 | val_loss: 0.031148 | Time: 1915.37 ms
[2021-11-20 19:05:40 main:581] : INFO : Epoch 2044 | loss: 0.0311227 | val_loss: 0.0311466 | Time: 1892.82 ms
[2021-11-20 19:05:42 main:581] : INFO : Epoch 2045 | loss: 0.0311226 | val_loss: 0.0311506 | Time: 1883.73 ms
[2021-11-20 19:05:44 main:581] : INFO : Epoch 2046 | loss: 0.0311218 | val_loss: 0.0311525 | Time: 1886.83 ms
[2021-11-20 19:05:46 main:581] : INFO : Epoch 2047 | loss: 0.031121 | val_loss: 0.0311473 | Time: 1929.39 ms
[2021-11-20 19:05:48 main:581] : INFO : Epoch 2048 | loss: 0.0311209 | val_loss: 0.0311498 | Time: 1998.72 ms
[2021-11-20 19:05:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311498
[2021-11-20 19:05:48 main:610] : INFO : Saving end state to config to file
[2021-11-20 19:05:48 main:615] : INFO : Success, exiting..
19:05:48 (3923): 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)