Task 9166181
| Name | ParityModified-1636226951-30609-2-0_0 |
| Workunit | 6604586 |
| Created | 24 Nov 2021, 22:28:33 UTC |
| Sent | 1 Dec 2021, 16:12:59 UTC |
| Report deadline | 9 Dec 2021, 16:12:59 UTC |
| Received | 2 Dec 2021, 4:25:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 2 hours 52 min 31 sec |
| CPU time | 2 hours 47 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.82 GB |
| Peak swap size | 4.68 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: 0.0310832 | val_loss: 0.0311439 | Time: 1435.83 ms
[2021-12-02 03:08:55 main:574] : INFO : Epoch 1543 | loss: 0.031082 | val_loss: 0.0311435 | Time: 1961.18 ms
[2021-12-02 03:08:57 main:574] : INFO : Epoch 1544 | loss: 0.0310772 | val_loss: 0.0311308 | Time: 2030.29 ms
[2021-12-02 03:08:59 main:574] : INFO : Epoch 1545 | loss: 0.0310727 | val_loss: 0.0311355 | Time: 1926.37 ms
[2021-12-02 03:09:01 main:574] : INFO : Epoch 1546 | loss: 0.0310729 | val_loss: 0.0311419 | Time: 2033.62 ms
[2021-12-02 03:09:03 main:574] : INFO : Epoch 1547 | loss: 0.0310723 | val_loss: 0.0311312 | Time: 1406.06 ms
[2021-12-02 03:09:05 main:574] : INFO : Epoch 1548 | loss: 0.0310671 | val_loss: 0.0311374 | Time: 2025.55 ms
[2021-12-02 03:09:07 main:574] : INFO : Epoch 1549 | loss: 0.0310652 | val_loss: 0.0311425 | Time: 2043.88 ms
[2021-12-02 03:09:09 main:574] : INFO : Epoch 1550 | loss: 0.031063 | val_loss: 0.0311412 | Time: 1944.65 ms
[2021-12-02 03:09:11 main:574] : INFO : Epoch 1551 | loss: 0.0310613 | val_loss: 0.0311469 | Time: 1894.24 ms
[2021-12-02 03:09:12 main:574] : INFO : Epoch 1552 | loss: 0.0310603 | val_loss: 0.0311442 | Time: 1648.32 ms
[2021-12-02 03:09:14 main:574] : INFO : Epoch 1553 | loss: 0.0310589 | val_loss: 0.0311444 | Time: 1614.56 ms
[2021-12-02 03:09:16 main:574] : INFO : Epoch 1554 | loss: 0.031062 | val_loss: 0.0311443 | Time: 1952.42 ms
[2021-12-02 03:09:18 main:574] : INFO : Epoch 1555 | loss: 0.0310607 | val_loss: 0.0311338 | Time: 1991.78 ms
[2021-12-02 03:09:20 main:574] : INFO : Epoch 1556 | loss: 0.0310595 | val_loss: 0.0311437 | Time: 2004.36 ms
[2021-12-02 03:09:22 main:574] : INFO : Epoch 1557 | loss: 0.0310634 | val_loss: 0.0311368 | Time: 2049.55 ms
[2021-12-02 03:09:24 main:574] : INFO : Epoch 1558 | loss: 0.0310652 | val_loss: 0.0311396 | Time: 1564.86 ms
[2021-12-02 03:09:26 main:574] : INFO : Epoch 1559 | loss: 0.0310643 | val_loss: 0.0311345 | Time: 2025.92 ms
[2021-12-02 03:09:28 main:574] : INFO : Epoch 1560 | loss: 0.0310644 | val_loss: 0.0311397 | Time: 2044.22 ms
[2021-12-02 03:09:30 main:574] : INFO : Epoch 1561 | loss: 0.0310617 | val_loss: 0.0311406 | Time: 1978.83 ms
[2021-12-02 03:09:32 main:574] : INFO : Epoch 1562 | loss: 0.0310614 | val_loss: 0.0311335 | Time: 2068.09 ms
[2021-12-02 03:09:33 main:574] : INFO : Epoch 1563 | loss: 0.0310637 | val_loss: 0.0311327 | Time: 1301.61 ms
[2021-12-02 03:09:35 main:574] : INFO : Epoch 1564 | loss: 0.0310638 | val_loss: 0.0311468 | Time: 1953.39 ms
[2021-12-02 03:09:37 main:574] : INFO : Epoch 1565 | loss: 0.0310613 | val_loss: 0.0311376 | Time: 2011.66 ms
[2021-12-02 03:09:39 main:574] : INFO : Epoch 1566 | loss: 0.0310596 | val_loss: 0.0311378 | Time: 2029.39 ms
[2021-12-02 03:09:41 main:574] : INFO : Epoch 1567 | loss: 0.0310588 | val_loss: 0.0311502 | Time: 2178.62 ms
[2021-12-02 03:09:43 main:574] : INFO : Epoch 1568 | loss: 0.031066 | val_loss: 0.0311357 | Time: 1632.55 ms
[2021-12-02 03:09:45 main:574] : INFO : Epoch 1569 | loss: 0.0310672 | val_loss: 0.0311327 | Time: 2440.1 ms
[2021-12-02 03:09:47 main:574] : INFO : Epoch 1570 | loss: 0.031065 | val_loss: 0.0311419 | Time: 1988.86 ms
[2021-12-02 03:09:49 main:574] : INFO : Epoch 1571 | loss: 0.0310649 | val_loss: 0.0311491 | Time: 2037.27 ms
[2021-12-02 03:09:51 main:574] : INFO : Epoch 1572 | loss: 0.0310658 | val_loss: 0.0311404 | Time: 2100.33 ms
[2021-12-02 03:09:53 main:574] : INFO : Epoch 1573 | loss: 0.0310852 | val_loss: 0.0311394 | Time: 1381.94 ms
[2021-12-02 03:09:55 main:574] : INFO : Epoch 1574 | loss: 0.0311031 | val_loss: 0.0311451 | Time: 1816.87 ms
[2021-12-02 03:09:57 main:574] : INFO : Epoch 1575 | loss: 0.0311033 | val_loss: 0.0311427 | Time: 2077.94 ms
[2021-12-02 03:09:59 main:574] : INFO : Epoch 1576 | loss: 0.0310946 | val_loss: 0.031139 | Time: 2054.44 ms
[2021-12-02 03:10:01 main:574] : INFO : Epoch 1577 | loss: 0.0310917 | val_loss: 0.031139 | Time: 1973.17 ms
[2021-12-02 03:10:02 main:574] : INFO : Epoch 1578 | loss: 0.0310915 | val_loss: 0.0311413 | Time: 1748.53 ms
[2021-12-02 03:10:04 main:574] : INFO : Epoch 1579 | loss: 0.0310886 | val_loss: 0.0311399 | Time: 1715.3 ms
[2021-12-02 03:10:06 main:574] : INFO : Epoch 1580 | loss: 0.0310861 | val_loss: 0.0311413 | Time: 2033.95 ms
[2021-12-02 03:10:08 main:574] : INFO : Epoch 1581 | loss: 0.0310801 | val_loss: 0.0311436 | Time: 1968.86 ms
[2021-12-02 03:10:10 main:574] : INFO : Epoch 1582 | loss: 0.0310792 | val_loss: 0.0311462 | Time: 2030.14 ms
[2021-12-02 03:10:12 main:574] : INFO : Epoch 1583 | loss: 0.0310795 | val_loss: 0.0311455 | Time: 1884.52 ms
[2021-12-02 03:10:14 main:574] : INFO : Epoch 1584 | loss: 0.0310803 | val_loss: 0.0311412 | Time: 1582.44 ms
[2021-12-02 03:10:16 main:574] : INFO : Epoch 1585 | loss: 0.0310842 | val_loss: 0.0311408 | Time: 1970.36 ms
[2021-12-02 03:10:18 main:574] : INFO : Epoch 1586 | loss: 0.0310791 | val_loss: 0.0311521 | Time: 2503.75 ms
[2021-12-02 03:10:20 main:574] : INFO : Epoch 1587 | loss: 0.0310745 | val_loss: 0.0311416 | Time: 1902.76 ms
[2021-12-02 03:10:22 main:574] : INFO : Epoch 1588 | loss: 0.0310756 | val_loss: 0.0311288 | Time: 1936.9 ms
[2021-12-02 03:10:23 main:574] : INFO : Epoch 1589 | loss: 0.0310789 | val_loss: 0.0311268 | Time: 1267.03 ms
[2021-12-02 03:10:25 main:574] : INFO : Epoch 1590 | loss: 0.0310757 | val_loss: 0.0311384 | Time: 1903.49 ms
[2021-12-02 03:10:27 main:574] : INFO : Epoch 1591 | loss: 0.0310729 | val_loss: 0.0311478 | Time: 1958.76 ms
[2021-12-02 03:10:29 main:574] : INFO : Epoch 1592 | loss: 0.031071 | val_loss: 0.0311364 | Time: 1908.09 ms
[2021-12-02 03:10:31 main:574] : INFO : Epoch 1593 | loss: 0.0310736 | val_loss: 0.0311391 | Time: 2165.06 ms
[2021-12-02 03:10:33 main:574] : INFO : Epoch 1594 | loss: 0.0310798 | val_loss: 0.0311322 | Time: 1519.29 ms
[2021-12-02 03:10:35 main:574] : INFO : Epoch 1595 | loss: 0.0310832 | val_loss: 0.0311317 | Time: 1936.41 ms
[2021-12-02 03:10:37 main:574] : INFO : Epoch 1596 | loss: 0.0310745 | val_loss: 0.0311532 | Time: 2494.43 ms
[2021-12-02 03:10:39 main:574] : INFO : Epoch 1597 | loss: 0.0310762 | val_loss: 0.0311435 | Time: 1917.15 ms
[2021-12-02 03:10:41 main:574] : INFO : Epoch 1598 | loss: 0.0310688 | val_loss: 0.0311421 | Time: 2000.02 ms
[2021-12-02 03:10:43 main:574] : INFO : Epoch 1599 | loss: 0.0310726 | val_loss: 0.0311446 | Time: 1507.12 ms
[2021-12-02 03:10:44 main:574] : INFO : Epoch 1600 | loss: 0.0310719 | val_loss: 0.0311378 | Time: 1650.51 ms
[2021-12-02 03:10:46 main:574] : INFO : Epoch 1601 | loss: 0.0310701 | val_loss: 0.0311414 | Time: 1993.62 ms
[2021-12-02 03:10:48 main:574] : INFO : Epoch 1602 | loss: 0.0310736 | val_loss: 0.0311365 | Time: 1994.62 ms
[2021-12-02 03:10:50 main:574] : INFO : Epoch 1603 | loss: 0.0310714 | val_loss: 0.0311341 | Time: 1977.56 ms
[2021-12-02 03:10:52 main:574] : INFO : Epoch 1604 | loss: 0.0310683 | val_loss: 0.0311327 | Time: 1881.87 ms
[2021-12-02 03:10:54 main:574] : INFO : Epoch 1605 | loss: 0.0310684 | val_loss: 0.0311303 | Time: 1402.13 ms
[2021-12-02 03:10:56 main:574] : INFO : Epoch 1606 | loss: 0.0310656 | val_loss: 0.0311427 | Time: 1961.5 ms
[2021-12-02 03:10:58 main:574] : INFO : Epoch 1607 | loss: 0.0310659 | val_loss: 0.031134 | Time: 1982.22 ms
[2021-12-02 03:11:00 main:574] : INFO : Epoch 1608 | loss: 0.0310932 | val_loss: 0.031144 | Time: 1967.48 ms
[2021-12-02 03:11:02 main:574] : INFO : Epoch 1609 | loss: 0.0311039 | val_loss: 0.031143 | Time: 2010.6 ms
[2021-12-02 03:11:03 main:574] : INFO : Epoch 1610 | loss: 0.0310953 | val_loss: 0.0311373 | Time: 1376.03 ms
[2021-12-02 03:11:05 main:574] : INFO : Epoch 1611 | loss: 0.0310865 | val_loss: 0.0311431 | Time: 1922.19 ms
[2021-12-02 03:11:07 main:574] : INFO : Epoch 1612 | loss: 0.0310821 | val_loss: 0.0311349 | Time: 2000.36 ms
[2021-12-02 03:11:09 main:574] : INFO : Epoch 1613 | loss: 0.0310817 | val_loss: 0.0311441 | Time: 1978.87 ms
[2021-12-02 03:11:11 main:574] : INFO : Epoch 1614 | loss: 0.0310833 | val_loss: 0.0311395 | Time: 1942.17 ms
[2021-12-02 03:11:13 main:574] : INFO : Epoch 1615 | loss: 0.0310815 | val_loss: 0.0311396 | Time: 1729.73 ms
[2021-12-02 03:11:14 main:574] : INFO : Epoch 1616 | loss: 0.0310767 | val_loss: 0.0311382 | Time: 1672.96 ms
[2021-12-02 03:11:16 main:574] : INFO : Epoch 1617 | loss: 0.0310749 | val_loss: 0.0311379 | Time: 2055.69 ms
[2021-12-02 03:11:18 main:574] : INFO : Epoch 1618 | loss: 0.031077 | val_loss: 0.0311387 | Time: 2114.79 ms
[2021-12-02 03:11:20 main:574] : INFO : Epoch 1619 | loss: 0.0310727 | val_loss: 0.0311432 | Time: 2089.31 ms
[2021-12-02 03:11:22 main:574] : INFO : Epoch 1620 | loss: 0.0310674 | val_loss: 0.0311457 | Time: 1898.24 ms
[2021-12-02 03:11:24 main:574] : INFO : Epoch 1621 | loss: 0.0310638 | val_loss: 0.0311412 | Time: 1443.02 ms
[2021-12-02 03:11:26 main:574] : INFO : Epoch 1622 | loss: 0.0310664 | val_loss: 0.0311392 | Time: 1940.7 ms
[2021-12-02 03:11:28 main:574] : INFO : Epoch 1623 | loss: 0.0310676 | val_loss: 0.0311411 | Time: 1952.17 ms
[2021-12-02 03:11:30 main:574] : INFO : Epoch 1624 | loss: 0.0310663 | val_loss: 0.03114 | Time: 2007.56 ms
[2021-12-02 03:11:32 main:574] : INFO : Epoch 1625 | loss: 0.0310627 | val_loss: 0.0311527 | Time: 2002.66 ms
[2021-12-02 03:11:33 main:574] : INFO : Epoch 1626 | loss: 0.0310645 | val_loss: 0.0311489 | Time: 1352.2 ms
[2021-12-02 03:11:35 main:574] : INFO : Epoch 1627 | loss: 0.0310601 | val_loss: 0.0311395 | Time: 1873.23 ms
[2021-12-02 03:11:37 main:574] : INFO : Epoch 1628 | loss: 0.0310611 | val_loss: 0.0311381 | Time: 1958.87 ms
[2021-12-02 03:11:39 main:574] : INFO : Epoch 1629 | loss: 0.0310603 | val_loss: 0.0311468 | Time: 1870.48 ms
[2021-12-02 03:11:41 main:574] : INFO : Epoch 1630 | loss: 0.0310654 | val_loss: 0.0311531 | Time: 1898.72 ms
[2021-12-02 03:11:42 main:574] : INFO : Epoch 1631 | loss: 0.0310705 | val_loss: 0.0311322 | Time: 1776.88 ms
[2021-12-02 03:11:44 main:574] : INFO : Epoch 1632 | loss: 0.0310691 | val_loss: 0.0311454 | Time: 1426.28 ms
[2021-12-02 03:11:46 main:574] : INFO : Epoch 1633 | loss: 0.0310639 | val_loss: 0.0311466 | Time: 1936.68 ms
[2021-12-02 03:11:48 main:574] : INFO : Epoch 1634 | loss: 0.0310632 | val_loss: 0.0311412 | Time: 1934.79 ms
[2021-12-02 03:11:50 main:574] : INFO : Epoch 1635 | loss: 0.0310632 | val_loss: 0.0311362 | Time: 1937.31 ms
[2021-12-02 03:11:52 main:574] : INFO : Epoch 1636 | loss: 0.0310651 | val_loss: 0.0311442 | Time: 1963.3 ms
[2021-12-02 03:11:53 main:574] : INFO : Epoch 1637 | loss: 0.0310628 | val_loss: 0.0311441 | Time: 1352.65 ms
[2021-12-02 03:11:55 main:574] : INFO : Epoch 1638 | loss: 0.0310618 | val_loss: 0.0311439 | Time: 1789.06 ms
[2021-12-02 03:11:57 main:574] : INFO : Epoch 1639 | loss: 0.0310662 | val_loss: 0.0311347 | Time: 1944.72 ms
[2021-12-02 03:11:59 main:574] : INFO : Epoch 1640 | loss: 0.0310693 | val_loss: 0.0311344 | Time: 1933.7 ms
[2021-12-02 03:12:01 main:574] : INFO : Epoch 1641 | loss: 0.0310664 | val_loss: 0.0311411 | Time: 1882.44 ms
[2021-12-02 03:12:02 main:574] : INFO : Epoch 1642 | loss: 0.0310648 | val_loss: 0.0311353 | Time: 1794.41 ms
[2021-12-02 03:12:04 main:574] : INFO : Epoch 1643 | loss: 0.0310695 | val_loss: 0.0311354 | Time: 1358.61 ms
[2021-12-02 03:12:06 main:574] : INFO : Epoch 1644 | loss: 0.0310714 | val_loss: 0.0311389 | Time: 1858.3 ms
[2021-12-02 03:12:08 main:574] : INFO : Epoch 1645 | loss: 0.0310724 | val_loss: 0.0311312 | Time: 2027.55 ms
[2021-12-02 03:12:10 main:574] : INFO : Epoch 1646 | loss: 0.0310657 | val_loss: 0.0311471 | Time: 1863.46 ms
[2021-12-02 03:12:12 main:574] : INFO : Epoch 1647 | loss: 0.0310643 | val_loss: 0.0311437 | Time: 1998.32 ms
[2021-12-02 03:12:13 main:574] : INFO : Epoch 1648 | loss: 0.031062 | val_loss: 0.0311465 | Time: 1503.69 ms
[2021-12-02 03:12:15 main:574] : INFO : Epoch 1649 | loss: 0.03106 | val_loss: 0.0311444 | Time: 1979.52 ms
[2021-12-02 03:12:17 main:574] : INFO : Epoch 1650 | loss: 0.031061 | val_loss: 0.0311371 | Time: 2120.37 ms
[2021-12-02 03:12:19 main:574] : INFO : Epoch 1651 | loss: 0.0310705 | val_loss: 0.0311307 | Time: 1944.93 ms
[2021-12-02 03:12:22 main:574] : INFO : Epoch 1652 | loss: 0.0310691 | val_loss: 0.0311494 | Time: 2957.89 ms
[2021-12-02 03:12:24 main:574] : INFO : Epoch 1653 | loss: 0.0310683 | val_loss: 0.0311413 | Time: 2057.53 ms
[2021-12-02 03:12:26 main:574] : INFO : Epoch 1654 | loss: 0.0310705 | val_loss: 0.031131 | Time: 2346.48 ms
[2021-12-02 03:12:29 main:574] : INFO : Epoch 1655 | loss: 0.0310668 | val_loss: 0.0311392 | Time: 2228.41 ms
[2021-12-02 03:12:31 main:574] : INFO : Epoch 1656 | loss: 0.0310632 | val_loss: 0.0311367 | Time: 1921.92 ms
[2021-12-02 03:12:32 main:574] : INFO : Epoch 1657 | loss: 0.0310668 | val_loss: 0.03114 | Time: 1852.6 ms
[2021-12-02 03:12:34 main:574] : INFO : Epoch 1658 | loss: 0.0310645 | val_loss: 0.0311421 | Time: 1407.14 ms
[2021-12-02 03:12:36 main:574] : INFO : Epoch 1659 | loss: 0.0310635 | val_loss: 0.0311347 | Time: 2013.99 ms
[2021-12-02 03:12:38 main:574] : INFO : Epoch 1660 | loss: 0.0310649 | val_loss: 0.0311427 | Time: 1979.37 ms
[2021-12-02 03:12:40 main:574] : INFO : Epoch 1661 | loss: 0.0310692 | val_loss: 0.0311314 | Time: 1949.11 ms
[2021-12-02 03:12:42 main:574] : INFO : Epoch 1662 | loss: 0.0310639 | val_loss: 0.0311343 | Time: 1961.97 ms
[2021-12-02 03:12:43 main:574] : INFO : Epoch 1663 | loss: 0.0310667 | val_loss: 0.031134 | Time: 1371.84 ms
[2021-12-02 03:12:45 main:574] : INFO : Epoch 1664 | loss: 0.031072 | val_loss: 0.0311536 | Time: 1927.28 ms
[2021-12-02 03:12:47 main:574] : INFO : Epoch 1665 | loss: 0.0310711 | val_loss: 0.0311374 | Time: 1997.82 ms
[2021-12-02 03:12:49 main:574] : INFO : Epoch 1666 | loss: 0.0310675 | val_loss: 0.0311458 | Time: 1877.72 ms
[2021-12-02 03:12:51 main:574] : INFO : Epoch 1667 | loss: 0.0310682 | val_loss: 0.0311392 | Time: 1844.19 ms
[2021-12-02 03:12:53 main:574] : INFO : Epoch 1668 | loss: 0.03107 | val_loss: 0.0311384 | Time: 1736.06 ms
[2021-12-02 03:12:54 main:574] : INFO : Epoch 1669 | loss: 0.0310708 | val_loss: 0.0311338 | Time: 1443.18 ms
[2021-12-02 03:12:56 main:574] : INFO : Epoch 1670 | loss: 0.0310764 | val_loss: 0.0311449 | Time: 1971.12 ms
[2021-12-02 03:12:58 main:574] : INFO : Epoch 1671 | loss: 0.0310779 | val_loss: 0.0311397 | Time: 2064.41 ms
[2021-12-02 03:13:00 main:574] : INFO : Epoch 1672 | loss: 0.0310779 | val_loss: 0.0311412 | Time: 1897.96 ms
[2021-12-02 03:13:02 main:574] : INFO : Epoch 1673 | loss: 0.0310829 | val_loss: 0.0311415 | Time: 1910.59 ms
[2021-12-02 03:13:03 main:574] : INFO : Epoch 1674 | loss: 0.0310921 | val_loss: 0.0311362 | Time: 1350.86 ms
[2021-12-02 03:13:05 main:574] : INFO : Epoch 1675 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1868.42 ms
[2021-12-02 03:13:07 main:574] : INFO : Epoch 1676 | loss: 0.0310974 | val_loss: 0.0311403 | Time: 2078.47 ms
[2021-12-02 03:13:09 main:574] : INFO : Epoch 1677 | loss: 0.0310895 | val_loss: 0.031134 | Time: 1965.91 ms
[2021-12-02 03:13:11 main:574] : INFO : Epoch 1678 | loss: 0.0310851 | val_loss: 0.0311461 | Time: 1916.17 ms
[2021-12-02 03:13:13 main:574] : INFO : Epoch 1679 | loss: 0.0310875 | val_loss: 0.0311379 | Time: 1675.45 ms
[2021-12-02 03:13:14 main:574] : INFO : Epoch 1680 | loss: 0.0310839 | val_loss: 0.031137 | Time: 1532.71 ms
[2021-12-02 03:13:16 main:574] : INFO : Epoch 1681 | loss: 0.0310873 | val_loss: 0.031155 | Time: 2161.72 ms
[2021-12-02 03:13:18 main:574] : INFO : Epoch 1682 | loss: 0.0310869 | val_loss: 0.0311428 | Time: 1925.15 ms
[2021-12-02 03:13:20 main:574] : INFO : Epoch 1683 | loss: 0.0310842 | val_loss: 0.0311386 | Time: 1881.87 ms
[2021-12-02 03:13:22 main:574] : INFO : Epoch 1684 | loss: 0.0310799 | val_loss: 0.03113 | Time: 1936.08 ms
[2021-12-02 03:13:24 main:574] : INFO : Epoch 1685 | loss: 0.0310788 | val_loss: 0.0311333 | Time: 1344.21 ms
[2021-12-02 03:13:26 main:574] : INFO : Epoch 1686 | loss: 0.0310757 | val_loss: 0.0311384 | Time: 1930.47 ms
[2021-12-02 03:13:28 main:574] : INFO : Epoch 1687 | loss: 0.0310741 | val_loss: 0.0311307 | Time: 1923.57 ms
[2021-12-02 03:13:29 main:574] : INFO : Epoch 1688 | loss: 0.0310774 | val_loss: 0.0311275 | Time: 1886.17 ms
[2021-12-02 03:13:31 main:574] : INFO : Epoch 1689 | loss: 0.0310754 | val_loss: 0.0311305 | Time: 1917.36 ms
[2021-12-02 03:13:33 main:574] : INFO : Epoch 1690 | loss: 0.0310805 | val_loss: 0.0311207 | Time: 1608.14 ms
[2021-12-02 03:13:34 main:574] : INFO : Epoch 1691 | loss: 0.03108 | val_loss: 0.0311398 | Time: 1556.08 ms
[2021-12-02 03:13:36 main:574] : INFO : Epoch 1692 | loss: 0.0310837 | val_loss: 0.0311334 | Time: 1931.37 ms
[2021-12-02 03:13:38 main:574] : INFO : Epoch 1693 | loss: 0.0310766 | val_loss: 0.0311263 | Time: 1902.22 ms
[2021-12-02 03:13:40 main:574] : INFO : Epoch 1694 | loss: 0.0310727 | val_loss: 0.0311306 | Time: 1845.08 ms
[2021-12-02 03:13:42 main:574] : INFO : Epoch 1695 | loss: 0.0310778 | val_loss: 0.0311272 | Time: 1881.3 ms
[2021-12-02 03:13:43 main:574] : INFO : Epoch 1696 | loss: 0.0310747 | val_loss: 0.0311341 | Time: 1295.83 ms
[2021-12-02 03:13:45 main:574] : INFO : Epoch 1697 | loss: 0.0310753 | val_loss: 0.0311342 | Time: 1785.29 ms
[2021-12-02 03:13:47 main:574] : INFO : Epoch 1698 | loss: 0.0310809 | val_loss: 0.0311337 | Time: 1893.46 ms
[2021-12-02 03:13:49 main:574] : INFO : Epoch 1699 | loss: 0.0310738 | val_loss: 0.0311322 | Time: 1857.87 ms
[2021-12-02 03:13:51 main:574] : INFO : Epoch 1700 | loss: 0.0310741 | val_loss: 0.0311357 | Time: 1864.85 ms
[2021-12-02 03:13:53 main:574] : INFO : Epoch 1701 | loss: 0.0310772 | val_loss: 0.0311419 | Time: 1858.74 ms
[2021-12-02 03:13:54 main:574] : INFO : Epoch 1702 | loss: 0.0310814 | val_loss: 0.0311292 | Time: 1307.94 ms
[2021-12-02 03:13:56 main:574] : INFO : Epoch 1703 | loss: 0.0310758 | val_loss: 0.0311308 | Time: 1895.98 ms
[2021-12-02 03:13:58 main:574] : INFO : Epoch 1704 | loss: 0.0310713 | val_loss: 0.0311377 | Time: 1906.63 ms
[2021-12-02 03:14:00 main:574] : INFO : Epoch 1705 | loss: 0.0310716 | val_loss: 0.0311315 | Time: 1854.68 ms
[2021-12-02 03:14:02 main:574] : INFO : Epoch 1706 | loss: 0.031072 | val_loss: 0.0311261 | Time: 1958.79 ms
[2021-12-02 03:14:03 main:574] : INFO : Epoch 1707 | loss: 0.0310773 | val_loss: 0.0311342 | Time: 1550.55 ms
[2021-12-02 03:14:05 main:574] : INFO : Epoch 1708 | loss: 0.0310766 | val_loss: 0.0311385 | Time: 1618.99 ms
[2021-12-02 03:14:07 main:574] : INFO : Epoch 1709 | loss: 0.0310702 | val_loss: 0.0311361 | Time: 1917.15 ms
[2021-12-02 03:14:09 main:574] : INFO : Epoch 1710 | loss: 0.0310699 | val_loss: 0.0311384 | Time: 1911.58 ms
[2021-12-02 03:14:11 main:574] : INFO : Epoch 1711 | loss: 0.0310685 | val_loss: 0.0311413 | Time: 1978.6 ms
[2021-12-02 03:14:13 main:574] : INFO : Epoch 1712 | loss: 0.0310744 | val_loss: 0.0311385 | Time: 1950.42 ms
[2021-12-02 03:14:14 main:574] : INFO : Epoch 1713 | loss: 0.0310806 | val_loss: 0.0311382 | Time: 1382.12 ms
[2021-12-02 03:14:16 main:574] : INFO : Epoch 1714 | loss: 0.0311224 | val_loss: 0.0311471 | Time: 1932.92 ms
[2021-12-02 03:14:18 main:574] : INFO : Epoch 1715 | loss: 0.0311128 | val_loss: 0.0311381 | Time: 1980.03 ms
[2021-12-02 03:14:20 main:574] : INFO : Epoch 1716 | loss: 0.0310974 | val_loss: 0.0311283 | Time: 1921.95 ms
[2021-12-02 03:14:22 main:574] : INFO : Epoch 1717 | loss: 0.0310909 | val_loss: 0.0311279 | Time: 1979.23 ms
[2021-12-02 03:14:23 main:574] : INFO : Epoch 1718 | loss: 0.0310879 | val_loss: 0.031127 | Time: 1478.61 ms
[2021-12-02 03:14:25 main:574] : INFO : Epoch 1719 | loss: 0.0310831 | val_loss: 0.0311308 | Time: 1694.63 ms
[2021-12-02 03:14:27 main:574] : INFO : Epoch 1720 | loss: 0.0310816 | val_loss: 0.0311338 | Time: 1964.79 ms
[2021-12-02 03:14:29 main:574] : INFO : Epoch 1721 | loss: 0.0310835 | val_loss: 0.03113 | Time: 1931.41 ms
[2021-12-02 03:14:31 main:574] : INFO : Epoch 1722 | loss: 0.0310962 | val_loss: 0.0311312 | Time: 1920.29 ms
[2021-12-02 03:14:33 main:574] : INFO : Epoch 1723 | loss: 0.0310955 | val_loss: 0.0311338 | Time: 1925.59 ms
[2021-12-02 03:14:34 main:574] : INFO : Epoch 1724 | loss: 0.0310914 | val_loss: 0.031131 | Time: 1387.39 ms
[2021-12-02 03:14:36 main:574] : INFO : Epoch 1725 | loss: 0.0310893 | val_loss: 0.0311268 | Time: 1996.41 ms
[2021-12-02 03:14:38 main:574] : INFO : Epoch 1726 | loss: 0.0310858 | val_loss: 0.0311339 | Time: 2007.52 ms
[2021-12-02 03:14:40 main:574] : INFO : Epoch 1727 | loss: 0.0310819 | val_loss: 0.031137 | Time: 1930.93 ms
[2021-12-02 03:14:42 main:574] : INFO : Epoch 1728 | loss: 0.0310786 | val_loss: 0.0311291 | Time: 2033.93 ms
[2021-12-02 03:14:44 main:574] : INFO : Epoch 1729 | loss: 0.0310779 | val_loss: 0.0311268 | Time: 1841.12 ms
[2021-12-02 03:14:46 main:574] : INFO : Epoch 1730 | loss: 0.0310807 | val_loss: 0.0311217 | Time: 2082.12 ms
[2021-12-02 03:14:48 main:574] : INFO : Epoch 1731 | loss: 0.0310796 | val_loss: 0.031123 | Time: 1952.52 ms
[2021-12-02 03:14:50 main:574] : INFO : Epoch 1732 | loss: 0.0310762 | val_loss: 0.0311334 | Time: 1925.22 ms
[2021-12-02 03:14:52 main:574] : INFO : Epoch 1733 | loss: 0.0310736 | val_loss: 0.0311234 | Time: 1955.96 ms
[2021-12-02 03:14:53 main:574] : INFO : Epoch 1734 | loss: 0.0310702 | val_loss: 0.0311357 | Time: 1534.47 ms
[2021-12-02 03:14:55 main:574] : INFO : Epoch 1735 | loss: 0.0310667 | val_loss: 0.0311265 | Time: 1783.92 ms
[2021-12-02 03:14:57 main:574] : INFO : Epoch 1736 | loss: 0.0310675 | val_loss: 0.0311312 | Time: 1913.55 ms
[2021-12-02 03:14:59 main:574] : INFO : Epoch 1737 | loss: 0.0310712 | val_loss: 0.0311322 | Time: 1880.64 ms
[2021-12-02 03:15:01 main:574] : INFO : Epoch 1738 | loss: 0.0310793 | val_loss: 0.0311293 | Time: 1925.11 ms
[2021-12-02 03:15:03 main:574] : INFO : Epoch 1739 | loss: 0.0310869 | val_loss: 0.0311217 | Time: 1860.31 ms
[2021-12-02 03:15:04 main:574] : INFO : Epoch 1740 | loss: 0.0310854 | val_loss: 0.0311205 | Time: 1333.02 ms
[2021-12-02 03:15:06 main:574] : INFO : Epoch 1741 | loss: 0.0310797 | val_loss: 0.0311263 | Time: 1872.9 ms
[2021-12-02 03:15:08 main:574] : INFO : Epoch 1742 | loss: 0.0310778 | val_loss: 0.0311244 | Time: 1897.12 ms
[2021-12-02 03:15:10 main:574] : INFO : Epoch 1743 | loss: 0.0310739 | val_loss: 0.031125 | Time: 1892.22 ms
[2021-12-02 03:15:12 main:574] : INFO : Epoch 1744 | loss: 0.0310732 | val_loss: 0.0311255 | Time: 1913.47 ms
[2021-12-02 03:15:13 main:574] : INFO : Epoch 1745 | loss: 0.0310711 | val_loss: 0.0311241 | Time: 1547.68 ms
[2021-12-02 03:15:15 main:574] : INFO : Epoch 1746 | loss: 0.0310713 | val_loss: 0.0311247 | Time: 1586 ms
[2021-12-02 03:15:17 main:574] : INFO : Epoch 1747 | loss: 0.0310686 | val_loss: 0.0311328 | Time: 1923.17 ms
[2021-12-02 03:15:19 main:574] : INFO : Epoch 1748 | loss: 0.0310692 | val_loss: 0.0311304 | Time: 1893.87 ms
[2021-12-02 03:15:21 main:574] : INFO : Epoch 1749 | loss: 0.031075 | val_loss: 0.0311242 | Time: 1866.64 ms
[2021-12-02 03:15:22 main:574] : INFO : Epoch 1750 | loss: 0.031083 | val_loss: 0.0311204 | Time: 1924.59 ms
[2021-12-02 03:15:24 main:574] : INFO : Epoch 1751 | loss: 0.0310789 | val_loss: 0.0311314 | Time: 1241.98 ms
[2021-12-02 03:15:26 main:574] : INFO : Epoch 1752 | loss: 0.0310718 | val_loss: 0.0311199 | Time: 1873.06 ms
[2021-12-02 03:15:27 main:574] : INFO : Epoch 1753 | loss: 0.0310713 | val_loss: 0.0311348 | Time: 1897.56 ms
[2021-12-02 03:15:29 main:574] : INFO : Epoch 1754 | loss: 0.0310678 | val_loss: 0.0311226 | Time: 1837.57 ms
[2021-12-02 03:15:31 main:574] : INFO : Epoch 1755 | loss: 0.0310692 | val_loss: 0.0311298 | Time: 1909.36 ms
[2021-12-02 03:15:33 main:574] : INFO : Epoch 1756 | loss: 0.0310696 | val_loss: 0.0311307 | Time: 1750.21 ms
[2021-12-02 03:15:34 main:574] : INFO : Epoch 1757 | loss: 0.0310698 | val_loss: 0.0311411 | Time: 1395.34 ms
[2021-12-02 03:15:36 main:574] : INFO : Epoch 1758 | loss: 0.031069 | val_loss: 0.0311438 | Time: 1883.14 ms
[2021-12-02 03:15:38 main:574] : INFO : Epoch 1759 | loss: 0.0310671 | val_loss: 0.0311412 | Time: 1900.95 ms
[2021-12-02 03:15:40 main:574] : INFO : Epoch 1760 | loss: 0.0310656 | val_loss: 0.0311261 | Time: 1824.84 ms
[2021-12-02 03:15:42 main:574] : INFO : Epoch 1761 | loss: 0.0310781 | val_loss: 0.03113 | Time: 1874.02 ms
[2021-12-02 03:15:43 main:574] : INFO : Epoch 1762 | loss: 0.0310834 | val_loss: 0.0311298 | Time: 1473.95 ms
[2021-12-02 03:15:45 main:574] : INFO : Epoch 1763 | loss: 0.0310765 | val_loss: 0.0311298 | Time: 1658.58 ms
[2021-12-02 03:15:47 main:574] : INFO : Epoch 1764 | loss: 0.031072 | val_loss: 0.0311313 | Time: 1898.3 ms
[2021-12-02 03:15:49 main:574] : INFO : Epoch 1765 | loss: 0.0310714 | val_loss: 0.0311392 | Time: 1869.45 ms
[2021-12-02 03:15:51 main:574] : INFO : Epoch 1766 | loss: 0.0310697 | val_loss: 0.0311358 | Time: 1864.55 ms
[2021-12-02 03:15:53 main:574] : INFO : Epoch 1767 | loss: 0.0310706 | val_loss: 0.0311465 | Time: 1894.72 ms
[2021-12-02 03:15:54 main:574] : INFO : Epoch 1768 | loss: 0.0310727 | val_loss: 0.0311373 | Time: 1216.17 ms
[2021-12-02 03:15:56 main:574] : INFO : Epoch 1769 | loss: 0.0310765 | val_loss: 0.0311318 | Time: 1844.53 ms
[2021-12-02 03:15:58 main:574] : INFO : Epoch 1770 | loss: 0.031081 | val_loss: 0.0311446 | Time: 1924.63 ms
[2021-12-02 03:15:59 main:574] : INFO : Epoch 1771 | loss: 0.0310771 | val_loss: 0.0311305 | Time: 1861.08 ms
[2021-12-02 03:16:01 main:574] : INFO : Epoch 1772 | loss: 0.0310754 | val_loss: 0.0311274 | Time: 1907.61 ms
[2021-12-02 03:16:03 main:574] : INFO : Epoch 1773 | loss: 0.0310712 | val_loss: 0.0311315 | Time: 1699.08 ms
[2021-12-02 03:16:04 main:574] : INFO : Epoch 1774 | loss: 0.0310722 | val_loss: 0.0311364 | Time: 1364.14 ms
[2021-12-02 03:16:06 main:574] : INFO : Epoch 1775 | loss: 0.0310673 | val_loss: 0.0311426 | Time: 1908.7 ms
[2021-12-02 03:16:08 main:574] : INFO : Epoch 1776 | loss: 0.0310655 | val_loss: 0.0311329 | Time: 1875.87 ms
[2021-12-02 03:16:10 main:574] : INFO : Epoch 1777 | loss: 0.0310647 | val_loss: 0.0311345 | Time: 1891.83 ms
[2021-12-02 03:16:12 main:574] : INFO : Epoch 1778 | loss: 0.031062 | val_loss: 0.0311426 | Time: 1879.43 ms
[2021-12-02 03:16:13 main:574] : INFO : Epoch 1779 | loss: 0.0310628 | val_loss: 0.0311519 | Time: 1455.21 ms
[2021-12-02 03:16:15 main:574] : INFO : Epoch 1780 | loss: 0.0310636 | val_loss: 0.0311357 | Time: 1627.51 ms
[2021-12-02 03:16:17 main:574] : INFO : Epoch 1781 | loss: 0.0310638 | val_loss: 0.0311394 | Time: 1920.66 ms
[2021-12-02 03:16:19 main:574] : INFO : Epoch 1782 | loss: 0.0310759 | val_loss: 0.0311336 | Time: 1839.6 ms
[2021-12-02 03:16:21 main:574] : INFO : Epoch 1783 | loss: 0.0310796 | val_loss: 0.0311394 | Time: 1886.48 ms
[2021-12-02 03:16:23 main:574] : INFO : Epoch 1784 | loss: 0.0310746 | val_loss: 0.0311456 | Time: 1932.62 ms
[2021-12-02 03:16:24 main:574] : INFO : Epoch 1785 | loss: 0.0310798 | val_loss: 0.0311293 | Time: 1222.48 ms
[2021-12-02 03:16:26 main:574] : INFO : Epoch 1786 | loss: 0.0310725 | val_loss: 0.0311349 | Time: 1863.11 ms
[2021-12-02 03:16:28 main:574] : INFO : Epoch 1787 | loss: 0.03107 | val_loss: 0.0311335 | Time: 1865.09 ms
[2021-12-02 03:16:30 main:574] : INFO : Epoch 1788 | loss: 0.0310803 | val_loss: 0.0311256 | Time: 1880.45 ms
[2021-12-02 03:16:31 main:574] : INFO : Epoch 1789 | loss: 0.031122 | val_loss: 0.031176 | Time: 1946.51 ms
[2021-12-02 03:16:33 main:574] : INFO : Epoch 1790 | loss: 0.031177 | val_loss: 0.0311911 | Time: 1678.55 ms
[2021-12-02 03:16:35 main:574] : INFO : Epoch 1791 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 1425.89 ms
[2021-12-02 03:16:37 main:574] : INFO : Epoch 1792 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 1926.02 ms
[2021-12-02 03:16:38 main:574] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.0311864 | Time: 1861.03 ms
[2021-12-02 03:16:40 main:574] : INFO : Epoch 1794 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 1846.83 ms
[2021-12-02 03:16:42 main:574] : INFO : Epoch 1795 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1904.81 ms
[2021-12-02 03:16:44 main:574] : INFO : Epoch 1796 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1427.18 ms
[2021-12-02 03:16:45 main:574] : INFO : Epoch 1797 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1687.21 ms
[2021-12-02 03:16:47 main:574] : INFO : Epoch 1798 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 1938.83 ms
[2021-12-02 03:16:49 main:574] : INFO : Epoch 1799 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1881.31 ms
[2021-12-02 03:16:51 main:574] : INFO : Epoch 1800 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1896.14 ms
[2021-12-02 03:16:53 main:574] : INFO : Epoch 1801 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 1905 ms
[2021-12-02 03:16:54 main:574] : INFO : Epoch 1802 | loss: 0.0311621 | val_loss: 0.031176 | Time: 1290.08 ms
[2021-12-02 03:16:56 main:574] : INFO : Epoch 1803 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1949.16 ms
[2021-12-02 03:16:58 main:574] : INFO : Epoch 1804 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1876.99 ms
[2021-12-02 03:17:00 main:574] : INFO : Epoch 1805 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 1852.13 ms
[2021-12-02 03:17:02 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1920.97 ms
[2021-12-02 03:17:03 main:574] : INFO : Epoch 1807 | loss: 0.0311764 | val_loss: 0.0311775 | Time: 1581.83 ms
[2021-12-02 03:17:05 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1536.4 ms
[2021-12-02 03:17:07 main:574] : INFO : Epoch 1809 | loss: 0.0311732 | val_loss: 0.031178 | Time: 1913.31 ms
[2021-12-02 03:17:09 main:574] : INFO : Epoch 1810 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 1843.61 ms
[2021-12-02 03:17:11 main:574] : INFO : Epoch 1811 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 1849.85 ms
[2021-12-02 03:17:12 main:574] : INFO : Epoch 1812 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 1902.86 ms
[2021-12-02 03:17:14 main:574] : INFO : Epoch 1813 | loss: 0.0311684 | val_loss: 0.0311699 | Time: 1336.41 ms
[2021-12-02 03:17:16 main:574] : INFO : Epoch 1814 | loss: 0.031168 | val_loss: 0.0311717 | Time: 1729.72 ms
[2021-12-02 03:17:17 main:574] : INFO : Epoch 1815 | loss: 0.0311663 | val_loss: 0.031169 | Time: 1879.12 ms
[2021-12-02 03:17:19 main:574] : INFO : Epoch 1816 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 1887.16 ms
[2021-12-02 03:17:21 main:574] : INFO : Epoch 1817 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 1891.83 ms
[2021-12-02 03:17:23 main:574] : INFO : Epoch 1818 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1849.66 ms
[2021-12-02 03:17:24 main:574] : INFO : Epoch 1819 | loss: 0.031161 | val_loss: 0.0311667 | Time: 1289.23 ms
[2021-12-02 03:17:26 main:574] : INFO : Epoch 1820 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 1902.09 ms
[2021-12-02 03:17:28 main:574] : INFO : Epoch 1821 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 1848.44 ms
[2021-12-02 03:17:30 main:574] : INFO : Epoch 1822 | loss: 0.031159 | val_loss: 0.0311663 | Time: 1834.09 ms
[2021-12-02 03:17:32 main:574] : INFO : Epoch 1823 | loss: 0.0311595 | val_loss: 0.031167 | Time: 1911.86 ms
[2021-12-02 03:17:33 main:574] : INFO : Epoch 1824 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1585.39 ms
[2021-12-02 03:17:35 main:574] : INFO : Epoch 1825 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1480.99 ms
[2021-12-02 03:17:37 main:574] : INFO : Epoch 1826 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 1904.51 ms
[2021-12-02 03:17:39 main:574] : INFO : Epoch 1827 | loss: 0.0311577 | val_loss: 0.031166 | Time: 1861.05 ms
[2021-12-02 03:17:41 main:574] : INFO : Epoch 1828 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 1842.8 ms
[2021-12-02 03:17:42 main:574] : INFO : Epoch 1829 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1889.36 ms
[2021-12-02 03:17:44 main:574] : INFO : Epoch 1830 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1388.41 ms
[2021-12-02 03:17:46 main:574] : INFO : Epoch 1831 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 1713.94 ms
[2021-12-02 03:17:47 main:574] : INFO : Epoch 1832 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 1878.68 ms
[2021-12-02 03:17:49 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311658 | Time: 1856.89 ms
[2021-12-02 03:17:51 main:574] : INFO : Epoch 1834 | loss: 0.0311528 | val_loss: 0.0311661 | Time: 1950 ms
[2021-12-02 03:17:53 main:574] : INFO : Epoch 1835 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1833.69 ms
[2021-12-02 03:17:54 main:574] : INFO : Epoch 1836 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 1229.87 ms
[2021-12-02 03:17:56 main:574] : INFO : Epoch 1837 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 1889.16 ms
[2021-12-02 03:17:58 main:574] : INFO : Epoch 1838 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 1856.85 ms
[2021-12-02 03:18:00 main:574] : INFO : Epoch 1839 | loss: 0.0311496 | val_loss: 0.0311672 | Time: 1835.92 ms
[2021-12-02 03:18:02 main:574] : INFO : Epoch 1840 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 2059.45 ms
[2021-12-02 03:18:04 main:574] : INFO : Epoch 1841 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 1728.03 ms
[2021-12-02 03:18:06 main:574] : INFO : Epoch 1842 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1951.29 ms
[2021-12-02 03:18:08 main:574] : INFO : Epoch 1843 | loss: 0.0311493 | val_loss: 0.0311686 | Time: 2116.74 ms
[2021-12-02 03:18:10 main:574] : INFO : Epoch 1844 | loss: 0.0311485 | val_loss: 0.0311724 | Time: 1992.42 ms
[2021-12-02 03:18:12 main:574] : INFO : Epoch 1845 | loss: 0.0311509 | val_loss: 0.0311738 | Time: 2018.92 ms
[2021-12-02 03:18:14 main:574] : INFO : Epoch 1846 | loss: 0.0311501 | val_loss: 0.0311687 | Time: 1722.18 ms
[2021-12-02 03:18:15 main:574] : INFO : Epoch 1847 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 1582.68 ms
[2021-12-02 03:18:17 main:574] : INFO : Epoch 1848 | loss: 0.0311484 | val_loss: 0.0311665 | Time: 1995.57 ms
[2021-12-02 03:18:19 main:574] : INFO : Epoch 1849 | loss: 0.0311476 | val_loss: 0.0311658 | Time: 2053.08 ms
[2021-12-02 03:18:21 main:574] : INFO : Epoch 1850 | loss: 0.0311494 | val_loss: 0.0311706 | Time: 1983.06 ms
[2021-12-02 03:18:23 main:574] : INFO : Epoch 1851 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 1961.77 ms
[2021-12-02 03:18:25 main:574] : INFO : Epoch 1852 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 1377.73 ms
[2021-12-02 03:18:26 main:574] : INFO : Epoch 1853 | loss: 0.0311479 | val_loss: 0.0311633 | Time: 1943.11 ms
[2021-12-02 03:18:28 main:574] : INFO : Epoch 1854 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 1941.92 ms
[2021-12-02 03:18:30 main:574] : INFO : Epoch 1855 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 1880.15 ms
[2021-12-02 03:18:32 main:574] : INFO : Epoch 1856 | loss: 0.0311443 | val_loss: 0.0311653 | Time: 1917.75 ms
[2021-12-02 03:18:34 main:574] : INFO : Epoch 1857 | loss: 0.031146 | val_loss: 0.0311653 | Time: 1590.62 ms
[2021-12-02 03:18:36 main:574] : INFO : Epoch 1858 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 1856.57 ms
[2021-12-02 03:18:38 main:574] : INFO : Epoch 1859 | loss: 0.0311493 | val_loss: 0.0311616 | Time: 1915.18 ms
[2021-12-02 03:18:39 main:574] : INFO : Epoch 1860 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 1858.41 ms
[2021-12-02 03:18:41 main:574] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 1918.93 ms
[2021-12-02 03:18:43 main:574] : INFO : Epoch 1862 | loss: 0.0311448 | val_loss: 0.0311629 | Time: 1863.21 ms
[2021-12-02 03:18:45 main:574] : INFO : Epoch 1863 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 1275.77 ms
[2021-12-02 03:18:46 main:574] : INFO : Epoch 1864 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 1939.77 ms
[2021-12-02 03:18:48 main:574] : INFO : Epoch 1865 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 1861.12 ms
[2021-12-02 03:18:50 main:574] : INFO : Epoch 1866 | loss: 0.0311425 | val_loss: 0.0311629 | Time: 1881.26 ms
[2021-12-02 03:18:52 main:574] : INFO : Epoch 1867 | loss: 0.031142 | val_loss: 0.0311625 | Time: 1917.51 ms
[2021-12-02 03:18:54 main:574] : INFO : Epoch 1868 | loss: 0.03114 | val_loss: 0.0311622 | Time: 1578.1 ms
[2021-12-02 03:18:55 main:574] : INFO : Epoch 1869 | loss: 0.0311397 | val_loss: 0.0311618 | Time: 1541.96 ms
[2021-12-02 03:18:57 main:574] : INFO : Epoch 1870 | loss: 0.0311417 | val_loss: 0.0311628 | Time: 1912.8 ms
[2021-12-02 03:18:59 main:574] : INFO : Epoch 1871 | loss: 0.0311418 | val_loss: 0.0311604 | Time: 1861.25 ms
[2021-12-02 03:19:01 main:574] : INFO : Epoch 1872 | loss: 0.0311388 | val_loss: 0.0311636 | Time: 1886.22 ms
[2021-12-02 03:19:03 main:574] : INFO : Epoch 1873 | loss: 0.0311411 | val_loss: 0.0311628 | Time: 1872.75 ms
[2021-12-02 03:19:04 main:574] : INFO : Epoch 1874 | loss: 0.0311408 | val_loss: 0.0311678 | Time: 1365.8 ms
[2021-12-02 03:19:06 main:574] : INFO : Epoch 1875 | loss: 0.0311407 | val_loss: 0.0311665 | Time: 1850.34 ms
[2021-12-02 03:19:08 main:574] : INFO : Epoch 1876 | loss: 0.0311397 | val_loss: 0.0311677 | Time: 1893.77 ms
[2021-12-02 03:19:10 main:574] : INFO : Epoch 1877 | loss: 0.0311405 | val_loss: 0.0311658 | Time: 1871.92 ms
[2021-12-02 03:19:12 main:574] : INFO : Epoch 1878 | loss: 0.0311407 | val_loss: 0.0311618 | Time: 1922.98 ms
[2021-12-02 03:19:14 main:574] : INFO : Epoch 1879 | loss: 0.031139 | val_loss: 0.0311625 | Time: 1746.56 ms
[2021-12-02 03:19:15 main:574] : INFO : Epoch 1880 | loss: 0.031139 | val_loss: 0.0311597 | Time: 1414.72 ms
[2021-12-02 03:19:17 main:574] : INFO : Epoch 1881 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 1900.84 ms
[2021-12-02 03:19:19 main:574] : INFO : Epoch 1882 | loss: 0.0311371 | val_loss: 0.0311604 | Time: 1825.97 ms
[2021-12-02 03:19:21 main:574] : INFO : Epoch 1883 | loss: 0.0311363 | val_loss: 0.0311611 | Time: 1880.39 ms
[2021-12-02 03:19:22 main:574] : INFO : Epoch 1884 | loss: 0.0311364 | val_loss: 0.031161 | Time: 1917.8 ms
[2021-12-02 03:19:24 main:574] : INFO : Epoch 1885 | loss: 0.0311358 | val_loss: 0.031164 | Time: 1454.59 ms
[2021-12-02 03:19:26 main:574] : INFO : Epoch 1886 | loss: 0.0311337 | val_loss: 0.0311627 | Time: 1603.17 ms
[2021-12-02 03:19:27 main:574] : INFO : Epoch 1887 | loss: 0.0311336 | val_loss: 0.0311614 | Time: 1898.65 ms
[2021-12-02 03:19:29 main:574] : INFO : Epoch 1888 | loss: 0.0311332 | val_loss: 0.0311607 | Time: 1872.27 ms
[2021-12-02 03:19:31 main:574] : INFO : Epoch 1889 | loss: 0.031133 | val_loss: 0.0311627 | Time: 1943.2 ms
[2021-12-02 03:19:33 main:574] : INFO : Epoch 1890 | loss: 0.0311326 | val_loss: 0.0311632 | Time: 1872.32 ms
[2021-12-02 03:19:34 main:574] : INFO : Epoch 1891 | loss: 0.0311328 | val_loss: 0.0311642 | Time: 1266.37 ms
[2021-12-02 03:19:36 main:574] : INFO : Epoch 1892 | loss: 0.0311323 | val_loss: 0.0311638 | Time: 1935.52 ms
[2021-12-02 03:19:38 main:574] : INFO : Epoch 1893 | loss: 0.0311323 | val_loss: 0.0311668 | Time: 1873.32 ms
[2021-12-02 03:19:40 main:574] : INFO : Epoch 1894 | loss: 0.0311308 | val_loss: 0.0311665 | Time: 1873.18 ms
[2021-12-02 03:19:42 main:574] : INFO : Epoch 1895 | loss: 0.031131 | val_loss: 0.031167 | Time: 1917.56 ms
[2021-12-02 03:19:44 main:574] : INFO : Epoch 1896 | loss: 0.031134 | val_loss: 0.0311641 | Time: 1668.23 ms
[2021-12-02 03:19:45 main:574] : INFO : Epoch 1897 | loss: 0.0311334 | val_loss: 0.0311647 | Time: 1422.65 ms
[2021-12-02 03:19:47 main:574] : INFO : Epoch 1898 | loss: 0.0311332 | val_loss: 0.0311653 | Time: 1869.81 ms
[2021-12-02 03:19:49 main:574] : INFO : Epoch 1899 | loss: 0.0311444 | val_loss: 0.0311771 | Time: 1854.24 ms
[2021-12-02 03:19:51 main:574] : INFO : Epoch 1900 | loss: 0.0322683 | val_loss: 0.031414 | Time: 1865.83 ms
[2021-12-02 03:19:53 main:574] : INFO : Epoch 1901 | loss: 0.0324797 | val_loss: 0.0317382 | Time: 1925 ms
[2021-12-02 03:19:54 main:574] : INFO : Epoch 1902 | loss: 0.0313456 | val_loss: 0.0312372 | Time: 1387.91 ms
[2021-12-02 03:19:56 main:574] : INFO : Epoch 1903 | loss: 0.0312169 | val_loss: 0.0311963 | Time: 1660.84 ms
[2021-12-02 03:19:58 main:574] : INFO : Epoch 1904 | loss: 0.0311876 | val_loss: 0.0311841 | Time: 1894.4 ms
[2021-12-02 03:19:59 main:574] : INFO : Epoch 1905 | loss: 0.031177 | val_loss: 0.0311689 | Time: 1856.07 ms
[2021-12-02 03:20:01 main:574] : INFO : Epoch 1906 | loss: 0.0311603 | val_loss: 0.0311632 | Time: 1956.01 ms
[2021-12-02 03:20:03 main:574] : INFO : Epoch 1907 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 1847.73 ms
[2021-12-02 03:20:05 main:574] : INFO : Epoch 1908 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1288.7 ms
[2021-12-02 03:20:06 main:574] : INFO : Epoch 1909 | loss: 0.0311494 | val_loss: 0.0311584 | Time: 1898.46 ms
[2021-12-02 03:20:08 main:574] : INFO : Epoch 1910 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 1871.58 ms
[2021-12-02 03:20:10 main:574] : INFO : Epoch 1911 | loss: 0.0311479 | val_loss: 0.0311589 | Time: 1879.88 ms
[2021-12-02 03:20:12 main:574] : INFO : Epoch 1912 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 1911.57 ms
[2021-12-02 03:20:14 main:574] : INFO : Epoch 1913 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 1657.71 ms
[2021-12-02 03:20:15 main:574] : INFO : Epoch 1914 | loss: 0.031144 | val_loss: 0.0311576 | Time: 1454.53 ms
[2021-12-02 03:20:17 main:574] : INFO : Epoch 1915 | loss: 0.0311434 | val_loss: 0.0311599 | Time: 1893.58 ms
[2021-12-02 03:20:19 main:574] : INFO : Epoch 1916 | loss: 0.0311428 | val_loss: 0.0311604 | Time: 1872.76 ms
[2021-12-02 03:20:21 main:574] : INFO : Epoch 1917 | loss: 0.031142 | val_loss: 0.0311612 | Time: 1893.27 ms
[2021-12-02 03:20:23 main:574] : INFO : Epoch 1918 | loss: 0.0311403 | val_loss: 0.03116 | Time: 1876.65 ms
[2021-12-02 03:20:24 main:574] : INFO : Epoch 1919 | loss: 0.0311406 | val_loss: 0.0311617 | Time: 1400.36 ms
[2021-12-02 03:20:26 main:574] : INFO : Epoch 1920 | loss: 0.0311409 | val_loss: 0.0311627 | Time: 1703.35 ms
[2021-12-02 03:20:28 main:574] : INFO : Epoch 1921 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 1883.18 ms
[2021-12-02 03:20:30 main:574] : INFO : Epoch 1922 | loss: 0.0311402 | val_loss: 0.03116 | Time: 1859.73 ms
[2021-12-02 03:20:32 main:574] : INFO : Epoch 1923 | loss: 0.03114 | val_loss: 0.0311625 | Time: 1926.83 ms
[2021-12-02 03:20:33 main:574] : INFO : Epoch 1924 | loss: 0.0311402 | val_loss: 0.0311611 | Time: 1865.89 ms
[2021-12-02 03:20:35 main:574] : INFO : Epoch 1925 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 1264.76 ms
[2021-12-02 03:20:37 main:574] : INFO : Epoch 1926 | loss: 0.0311386 | val_loss: 0.0311606 | Time: 1915.55 ms
[2021-12-02 03:20:39 main:574] : INFO : Epoch 1927 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 1856.38 ms
[2021-12-02 03:20:40 main:574] : INFO : Epoch 1928 | loss: 0.0311402 | val_loss: 0.0311609 | Time: 1871.22 ms
[2021-12-02 03:20:42 main:574] : INFO : Epoch 1929 | loss: 0.0311413 | val_loss: 0.0311621 | Time: 1900.24 ms
[2021-12-02 03:20:44 main:574] : INFO : Epoch 1930 | loss: 0.0311405 | val_loss: 0.0311584 | Time: 1613.66 ms
[2021-12-02 03:20:45 main:574] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 1490.74 ms
[2021-12-02 03:20:47 main:574] : INFO : Epoch 1932 | loss: 0.0311389 | val_loss: 0.0311643 | Time: 1907.58 ms
[2021-12-02 03:20:49 main:574] : INFO : Epoch 1933 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 1879.65 ms
[2021-12-02 03:20:51 main:574] : INFO : Epoch 1934 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 1895.78 ms
[2021-12-02 03:20:53 main:574] : INFO : Epoch 1935 | loss: 0.0311493 | val_loss: 0.0311591 | Time: 1882.33 ms
[2021-12-02 03:20:54 main:574] : INFO : Epoch 1936 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 1373.12 ms
[2021-12-02 03:20:56 main:574] : INFO : Epoch 1937 | loss: 0.0311409 | val_loss: 0.0311601 | Time: 1803.31 ms
[2021-12-02 03:20:58 main:574] : INFO : Epoch 1938 | loss: 0.0311388 | val_loss: 0.0311583 | Time: 1869.54 ms
[2021-12-02 03:21:00 main:574] : INFO : Epoch 1939 | loss: 0.0311382 | val_loss: 0.0311577 | Time: 1867.27 ms
[2021-12-02 03:21:02 main:574] : INFO : Epoch 1940 | loss: 0.0311371 | val_loss: 0.0311639 | Time: 1913.34 ms
[2021-12-02 03:21:04 main:574] : INFO : Epoch 1941 | loss: 0.031137 | val_loss: 0.0311572 | Time: 1829.16 ms
[2021-12-02 03:21:05 main:574] : INFO : Epoch 1942 | loss: 0.031135 | val_loss: 0.0311588 | Time: 1347.43 ms
[2021-12-02 03:21:07 main:574] : INFO : Epoch 1943 | loss: 0.031135 | val_loss: 0.0311571 | Time: 1900.28 ms
[2021-12-02 03:21:09 main:574] : INFO : Epoch 1944 | loss: 0.0311345 | val_loss: 0.0311587 | Time: 1899.43 ms
[2021-12-02 03:21:11 main:574] : INFO : Epoch 1945 | loss: 0.0311348 | val_loss: 0.0311635 | Time: 1886.12 ms
[2021-12-02 03:21:13 main:574] : INFO : Epoch 1946 | loss: 0.0311339 | val_loss: 0.0311614 | Time: 1908.21 ms
[2021-12-02 03:21:14 main:574] : INFO : Epoch 1947 | loss: 0.031132 | val_loss: 0.0311588 | Time: 1537.42 ms
[2021-12-02 03:21:16 main:574] : INFO : Epoch 1948 | loss: 0.0311321 | val_loss: 0.0311585 | Time: 1592.62 ms
[2021-12-02 03:21:18 main:574] : INFO : Epoch 1949 | loss: 0.0311315 | val_loss: 0.0311593 | Time: 1917.54 ms
[2021-12-02 03:21:20 main:574] : INFO : Epoch 1950 | loss: 0.0311311 | val_loss: 0.0311629 | Time: 1919.11 ms
[2021-12-02 03:21:22 main:574] : INFO : Epoch 1951 | loss: 0.0311327 | val_loss: 0.0311619 | Time: 1955.41 ms
[2021-12-02 03:21:23 main:574] : INFO : Epoch 1952 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 1880.63 ms
[2021-12-02 03:21:25 main:574] : INFO : Epoch 1953 | loss: 0.0311343 | val_loss: 0.0311608 | Time: 1271.32 ms
[2021-12-02 03:21:27 main:574] : INFO : Epoch 1954 | loss: 0.0311314 | val_loss: 0.03116 | Time: 1889.75 ms
[2021-12-02 03:21:29 main:574] : INFO : Epoch 1955 | loss: 0.0311301 | val_loss: 0.0311634 | Time: 1894.88 ms
[2021-12-02 03:21:30 main:574] : INFO : Epoch 1956 | loss: 0.0311286 | val_loss: 0.03116 | Time: 1886.8 ms
[2021-12-02 03:21:32 main:574] : INFO : Epoch 1957 | loss: 0.0311305 | val_loss: 0.0311647 | Time: 1902.29 ms
[2021-12-02 03:21:34 main:574] : INFO : Epoch 1958 | loss: 0.0311316 | val_loss: 0.0311624 | Time: 1665.75 ms
[2021-12-02 03:21:36 main:574] : INFO : Epoch 1959 | loss: 0.0311307 | val_loss: 0.0311644 | Time: 1517.55 ms
[2021-12-02 03:21:37 main:574] : INFO : Epoch 1960 | loss: 0.0311288 | val_loss: 0.0311654 | Time: 1902.34 ms
[2021-12-02 03:21:39 main:574] : INFO : Epoch 1961 | loss: 0.031129 | val_loss: 0.0311601 | Time: 1876.31 ms
[2021-12-02 03:21:41 main:574] : INFO : Epoch 1962 | loss: 0.0311287 | val_loss: 0.0311611 | Time: 1941.15 ms
[2021-12-02 03:21:43 main:574] : INFO : Epoch 1963 | loss: 0.0311267 | val_loss: 0.0311604 | Time: 1885.26 ms
[2021-12-02 03:21:45 main:574] : INFO : Epoch 1964 | loss: 0.0311272 | val_loss: 0.0311625 | Time: 1379.42 ms
[2021-12-02 03:21:46 main:574] : INFO : Epoch 1965 | loss: 0.0311254 | val_loss: 0.0311588 | Time: 1765.21 ms
[2021-12-02 03:21:48 main:574] : INFO : Epoch 1966 | loss: 0.0311252 | val_loss: 0.031161 | Time: 1878.83 ms
[2021-12-02 03:21:50 main:574] : INFO : Epoch 1967 | loss: 0.0311253 | val_loss: 0.0311608 | Time: 1882.79 ms
[2021-12-02 03:21:52 main:574] : INFO : Epoch 1968 | loss: 0.0311256 | val_loss: 0.0311621 | Time: 1898.38 ms
[2021-12-02 03:21:54 main:574] : INFO : Epoch 1969 | loss: 0.0311256 | val_loss: 0.0311616 | Time: 1821.37 ms
[2021-12-02 03:21:55 main:574] : INFO : Epoch 1970 | loss: 0.0311248 | val_loss: 0.031162 | Time: 1314.81 ms
[2021-12-02 03:21:57 main:574] : INFO : Epoch 1971 | loss: 0.0311235 | val_loss: 0.0311648 | Time: 1884.4 ms
[2021-12-02 03:21:59 main:574] : INFO : Epoch 1972 | loss: 0.0311229 | val_loss: 0.0311637 | Time: 1867.16 ms
[2021-12-02 03:22:01 main:574] : INFO : Epoch 1973 | loss: 0.031126 | val_loss: 0.0311692 | Time: 1879.45 ms
[2021-12-02 03:22:03 main:574] : INFO : Epoch 1974 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 1914.63 ms
[2021-12-02 03:22:04 main:574] : INFO : Epoch 1975 | loss: 0.0311267 | val_loss: 0.0311586 | Time: 1566.69 ms
[2021-12-02 03:22:06 main:574] : INFO : Epoch 1976 | loss: 0.0311262 | val_loss: 0.0311606 | Time: 1588.8 ms
[2021-12-02 03:22:08 main:574] : INFO : Epoch 1977 | loss: 0.0311268 | val_loss: 0.0311601 | Time: 1915.84 ms
[2021-12-02 03:22:10 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311582 | Time: 1883.96 ms
[2021-12-02 03:22:12 main:574] : INFO : Epoch 1979 | loss: 0.0311333 | val_loss: 0.0311608 | Time: 1908.44 ms
[2021-12-02 03:22:13 main:574] : INFO : Epoch 1980 | loss: 0.0311302 | val_loss: 0.031159 | Time: 1863.94 ms
[2021-12-02 03:22:15 main:574] : INFO : Epoch 1981 | loss: 0.0311312 | val_loss: 0.0311587 | Time: 1320.16 ms
[2021-12-02 03:22:17 main:574] : INFO : Epoch 1982 | loss: 0.0311313 | val_loss: 0.0311588 | Time: 1892.46 ms
[2021-12-02 03:22:18 main:574] : INFO : Epoch 1983 | loss: 0.0311316 | val_loss: 0.0311627 | Time: 1859.85 ms
[2021-12-02 03:22:20 main:574] : INFO : Epoch 1984 | loss: 0.0311307 | val_loss: 0.0311597 | Time: 1866.64 ms
[2021-12-02 03:22:22 main:574] : INFO : Epoch 1985 | loss: 0.0311283 | val_loss: 0.0311588 | Time: 1921.72 ms
[2021-12-02 03:22:24 main:574] : INFO : Epoch 1986 | loss: 0.0311294 | val_loss: 0.031162 | Time: 1694.68 ms
[2021-12-02 03:22:25 main:574] : INFO : Epoch 1987 | loss: 0.0311303 | val_loss: 0.0311628 | Time: 1388.15 ms
[2021-12-02 03:22:28 main:574] : INFO : Epoch 1988 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 2363.38 ms
[2021-12-02 03:22:30 main:574] : INFO : Epoch 1989 | loss: 0.0311654 | val_loss: 0.0311647 | Time: 2000.2 ms
[2021-12-02 03:22:32 main:574] : INFO : Epoch 1990 | loss: 0.0311634 | val_loss: 0.0311638 | Time: 1891.03 ms
[2021-12-02 03:22:34 main:574] : INFO : Epoch 1991 | loss: 0.0311626 | val_loss: 0.0311655 | Time: 1879.4 ms
[2021-12-02 03:22:35 main:574] : INFO : Epoch 1992 | loss: 0.0311645 | val_loss: 0.031165 | Time: 1283.89 ms
[2021-12-02 03:22:37 main:574] : INFO : Epoch 1993 | loss: 0.0311617 | val_loss: 0.0311609 | Time: 1927.47 ms
[2021-12-02 03:22:39 main:574] : INFO : Epoch 1994 | loss: 0.0311594 | val_loss: 0.0311625 | Time: 1862.62 ms
[2021-12-02 03:22:40 main:574] : INFO : Epoch 1995 | loss: 0.0311602 | val_loss: 0.0311615 | Time: 1848.99 ms
[2021-12-02 03:22:42 main:574] : INFO : Epoch 1996 | loss: 0.0311575 | val_loss: 0.0311614 | Time: 1902.11 ms
[2021-12-02 03:22:44 main:574] : INFO : Epoch 1997 | loss: 0.0311569 | val_loss: 0.0311614 | Time: 1727.71 ms
[2021-12-02 03:22:46 main:574] : INFO : Epoch 1998 | loss: 0.0311559 | val_loss: 0.0311593 | Time: 1398.24 ms
[2021-12-02 03:22:47 main:574] : INFO : Epoch 1999 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 1914.96 ms
[2021-12-02 03:22:49 main:574] : INFO : Epoch 2000 | loss: 0.0311546 | val_loss: 0.0311582 | Time: 1832.18 ms
[2021-12-02 03:22:51 main:574] : INFO : Epoch 2001 | loss: 0.0311541 | val_loss: 0.0311593 | Time: 1902.5 ms
[2021-12-02 03:22:53 main:574] : INFO : Epoch 2002 | loss: 0.031154 | val_loss: 0.0311593 | Time: 1865.13 ms
[2021-12-02 03:22:55 main:574] : INFO : Epoch 2003 | loss: 0.0311547 | val_loss: 0.0311656 | Time: 1458.51 ms
[2021-12-02 03:22:56 main:574] : INFO : Epoch 2004 | loss: 0.0311553 | val_loss: 0.031162 | Time: 1714.04 ms
[2021-12-02 03:22:58 main:574] : INFO : Epoch 2005 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 1984.63 ms
[2021-12-02 03:23:01 main:574] : INFO : Epoch 2006 | loss: 0.0311523 | val_loss: 0.03116 | Time: 2313.16 ms
[2021-12-02 03:23:02 main:574] : INFO : Epoch 2007 | loss: 0.0311512 | val_loss: 0.0311612 | Time: 1942.62 ms
[2021-12-02 03:23:04 main:574] : INFO : Epoch 2008 | loss: 0.0311515 | val_loss: 0.0311604 | Time: 1709.91 ms
[2021-12-02 03:23:06 main:574] : INFO : Epoch 2009 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 1720.68 ms
[2021-12-02 03:23:08 main:574] : INFO : Epoch 2010 | loss: 0.0311493 | val_loss: 0.0311616 | Time: 1898.72 ms
[2021-12-02 03:23:10 main:574] : INFO : Epoch 2011 | loss: 0.0311503 | val_loss: 0.0311617 | Time: 1915.27 ms
[2021-12-02 03:23:12 main:574] : INFO : Epoch 2012 | loss: 0.0311492 | val_loss: 0.0311648 | Time: 1925.32 ms
[2021-12-02 03:23:14 main:574] : INFO : Epoch 2013 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1862.59 ms
[2021-12-02 03:23:15 main:574] : INFO : Epoch 2014 | loss: 0.0311489 | val_loss: 0.0311599 | Time: 1275.3 ms
[2021-12-02 03:23:17 main:574] : INFO : Epoch 2015 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 1876.91 ms
[2021-12-02 03:23:19 main:574] : INFO : Epoch 2016 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 1853.94 ms
[2021-12-02 03:23:20 main:574] : INFO : Epoch 2017 | loss: 0.0311498 | val_loss: 0.0311621 | Time: 1850.17 ms
[2021-12-02 03:23:22 main:574] : INFO : Epoch 2018 | loss: 0.0311527 | val_loss: 0.0311642 | Time: 1905.51 ms
[2021-12-02 03:23:24 main:574] : INFO : Epoch 2019 | loss: 0.031149 | val_loss: 0.0311614 | Time: 1755.83 ms
[2021-12-02 03:23:25 main:574] : INFO : Epoch 2020 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 1371.96 ms
[2021-12-02 03:23:27 main:574] : INFO : Epoch 2021 | loss: 0.031157 | val_loss: 0.0311651 | Time: 1886.68 ms
[2021-12-02 03:23:29 main:574] : INFO : Epoch 2022 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 1909.12 ms
[2021-12-02 03:23:31 main:574] : INFO : Epoch 2023 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 1900.84 ms
[2021-12-02 03:23:33 main:574] : INFO : Epoch 2024 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 1911.4 ms
[2021-12-02 03:23:35 main:574] : INFO : Epoch 2025 | loss: 0.0311651 | val_loss: 0.0311619 | Time: 1453.95 ms
[2021-12-02 03:23:36 main:574] : INFO : Epoch 2026 | loss: 0.0311625 | val_loss: 0.0311616 | Time: 1595.96 ms
[2021-12-02 03:23:38 main:574] : INFO : Epoch 2027 | loss: 0.0311614 | val_loss: 0.0311616 | Time: 1894.18 ms
[2021-12-02 03:23:40 main:574] : INFO : Epoch 2028 | loss: 0.0311615 | val_loss: 0.0311629 | Time: 1884.9 ms
[2021-12-02 03:23:42 main:574] : INFO : Epoch 2029 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 1959.04 ms
[2021-12-02 03:23:44 main:574] : INFO : Epoch 2030 | loss: 0.0311599 | val_loss: 0.0311638 | Time: 1857.75 ms
[2021-12-02 03:23:45 main:574] : INFO : Epoch 2031 | loss: 0.0311602 | val_loss: 0.0311636 | Time: 1284.57 ms
[2021-12-02 03:23:47 main:574] : INFO : Epoch 2032 | loss: 0.0311586 | val_loss: 0.0311617 | Time: 1903.3 ms
[2021-12-02 03:23:49 main:574] : INFO : Epoch 2033 | loss: 0.0311571 | val_loss: 0.031161 | Time: 1891.2 ms
[2021-12-02 03:23:51 main:574] : INFO : Epoch 2034 | loss: 0.0311561 | val_loss: 0.0311597 | Time: 1920.65 ms
[2021-12-02 03:23:53 main:574] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311614 | Time: 2140.6 ms
[2021-12-02 03:23:55 main:574] : INFO : Epoch 2036 | loss: 0.0311547 | val_loss: 0.03116 | Time: 1691.98 ms
[2021-12-02 03:23:57 main:574] : INFO : Epoch 2037 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 2014.35 ms
[2021-12-02 03:23:59 main:574] : INFO : Epoch 2038 | loss: 0.031155 | val_loss: 0.0311597 | Time: 2025.1 ms
[2021-12-02 03:24:01 main:574] : INFO : Epoch 2039 | loss: 0.031153 | val_loss: 0.0311606 | Time: 1921.29 ms
[2021-12-02 03:24:03 main:574] : INFO : Epoch 2040 | loss: 0.0311526 | val_loss: 0.03116 | Time: 2082.9 ms
[2021-12-02 03:24:04 main:574] : INFO : Epoch 2041 | loss: 0.0311519 | val_loss: 0.031159 | Time: 1787.61 ms
[2021-12-02 03:24:06 main:574] : INFO : Epoch 2042 | loss: 0.0311515 | val_loss: 0.0311593 | Time: 1985.4 ms
[2021-12-02 03:24:08 main:574] : INFO : Epoch 2043 | loss: 0.0311514 | val_loss: 0.03116 | Time: 1966.72 ms
[2021-12-02 03:24:10 main:574] : INFO : Epoch 2044 | loss: 0.0311507 | val_loss: 0.0311589 | Time: 1939.87 ms
[2021-12-02 03:24:12 main:574] : INFO : Epoch 2045 | loss: 0.0311511 | val_loss: 0.0311599 | Time: 1953.6 ms
[2021-12-02 03:24:14 main:574] : INFO : Epoch 2046 | loss: 0.0311507 | val_loss: 0.0311602 | Time: 1954.16 ms
[2021-12-02 03:24:16 main:574] : INFO : Epoch 2047 | loss: 0.0311504 | val_loss: 0.03116 | Time: 1577.83 ms
[2021-12-02 03:24:18 main:574] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.031157 | Time: 2061.47 ms
[2021-12-02 03:24:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031157
[2021-12-02 03:24:18 main:603] : INFO : Saving end state to config to file
[2021-12-02 03:24:18 main:608] : INFO : Success, exiting..
03:24:18 (6844): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)