Task 13953678
| Name | ParityModified-1647041916-4509-3-0_0 |
| Workunit | 11027970 |
| Created | 28 Mar 2022, 20:46:48 UTC |
| Sent | 10 Apr 2022, 12:30:18 UTC |
| Report deadline | 18 Apr 2022, 12:30:18 UTC |
| Received | 11 Apr 2022, 4:12:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 33 sec |
| CPU time | 1 hours 11 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311602 | val_loss: 0.0311701 | Time: 2054.85 ms [2022-04-10 23:19:47 main:574] : INFO : Epoch 1543 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 2119.67 ms [2022-04-10 23:19:49 main:574] : INFO : Epoch 1544 | loss: 0.0311545 | val_loss: 0.0311709 | Time: 2058.26 ms [2022-04-10 23:19:51 main:574] : INFO : Epoch 1545 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 2065.86 ms [2022-04-10 23:19:53 main:574] : INFO : Epoch 1546 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 2136.07 ms [2022-04-10 23:19:55 main:574] : INFO : Epoch 1547 | loss: 0.0311551 | val_loss: 0.0311765 | Time: 2038.54 ms [2022-04-10 23:19:57 main:574] : INFO : Epoch 1548 | loss: 0.031158 | val_loss: 0.0311695 | Time: 1994.96 ms [2022-04-10 23:19:59 main:574] : INFO : Epoch 1549 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 2030.02 ms [2022-04-10 23:20:01 main:574] : INFO : Epoch 1550 | loss: 0.031152 | val_loss: 0.0311646 | Time: 2047.76 ms [2022-04-10 23:20:04 main:574] : INFO : Epoch 1551 | loss: 0.0311526 | val_loss: 0.0311689 | Time: 2086.51 ms [2022-04-10 23:20:05 main:574] : INFO : Epoch 1552 | loss: 0.0311534 | val_loss: 0.0311786 | Time: 1964.66 ms [2022-04-10 23:20:07 main:574] : INFO : Epoch 1553 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2012.45 ms [2022-04-10 23:20:10 main:574] : INFO : Epoch 1554 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 2091.04 ms [2022-04-10 23:20:12 main:574] : INFO : Epoch 1555 | loss: 0.0311511 | val_loss: 0.0311653 | Time: 2049.98 ms [2022-04-10 23:20:14 main:574] : INFO : Epoch 1556 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 2099.01 ms [2022-04-10 23:20:16 main:574] : INFO : Epoch 1557 | loss: 0.0311484 | val_loss: 0.0311681 | Time: 2055.04 ms [2022-04-10 23:20:18 main:574] : INFO : Epoch 1558 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 2169.02 ms [2022-04-10 23:20:20 main:574] : INFO : Epoch 1559 | loss: 0.0311465 | val_loss: 0.031165 | Time: 2056.38 ms [2022-04-10 23:20:22 main:574] : INFO : Epoch 1560 | loss: 0.031146 | val_loss: 0.0311593 | Time: 2103.65 ms [2022-04-10 23:20:24 main:574] : INFO : Epoch 1561 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 2125.19 ms [2022-04-10 23:20:26 main:574] : INFO : Epoch 1562 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 2127.26 ms [2022-04-10 23:20:29 main:574] : INFO : Epoch 1563 | loss: 0.0311476 | val_loss: 0.0311674 | Time: 2293.53 ms [2022-04-10 23:20:31 main:574] : INFO : Epoch 1564 | loss: 0.0311475 | val_loss: 0.0311639 | Time: 2072.53 ms [2022-04-10 23:20:33 main:574] : INFO : Epoch 1565 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 2069.03 ms [2022-04-10 23:20:35 main:574] : INFO : Epoch 1566 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 2089.47 ms [2022-04-10 23:20:37 main:574] : INFO : Epoch 1567 | loss: 0.0311435 | val_loss: 0.0311674 | Time: 2136.69 ms [2022-04-10 23:20:39 main:574] : INFO : Epoch 1568 | loss: 0.0311429 | val_loss: 0.0311675 | Time: 2015.47 ms [2022-04-10 23:20:41 main:574] : INFO : Epoch 1569 | loss: 0.0311417 | val_loss: 0.0311667 | Time: 2072.49 ms [2022-04-10 23:20:43 main:574] : INFO : Epoch 1570 | loss: 0.0311425 | val_loss: 0.0311655 | Time: 2087.36 ms [2022-04-10 23:20:45 main:574] : INFO : Epoch 1571 | loss: 0.0311468 | val_loss: 0.0311746 | Time: 2061.34 ms [2022-04-10 23:20:47 main:574] : INFO : Epoch 1572 | loss: 0.0311464 | val_loss: 0.031168 | Time: 2000.8 ms [2022-04-10 23:20:49 main:574] : INFO : Epoch 1573 | loss: 0.0311413 | val_loss: 0.0311698 | Time: 2007.5 ms [2022-04-10 23:20:51 main:574] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.0311652 | Time: 2011.68 ms [2022-04-10 23:20:54 main:574] : INFO : Epoch 1575 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 2111.06 ms [2022-04-10 23:20:56 main:574] : INFO : Epoch 1576 | loss: 0.0311399 | val_loss: 0.0311677 | Time: 2090.31 ms [2022-04-10 23:20:58 main:574] : INFO : Epoch 1577 | loss: 0.0311405 | val_loss: 0.0311651 | Time: 1972.95 ms [2022-04-10 23:21:00 main:574] : INFO : Epoch 1578 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 2113.96 ms [2022-04-10 23:21:02 main:574] : INFO : Epoch 1579 | loss: 0.0311443 | val_loss: 0.0311805 | Time: 2110.88 ms [2022-04-10 23:21:04 main:574] : INFO : Epoch 1580 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 2193.65 ms [2022-04-10 23:21:06 main:574] : INFO : Epoch 1581 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 2114.83 ms [2022-04-10 23:21:08 main:574] : INFO : Epoch 1582 | loss: 0.0311406 | val_loss: 0.031162 | Time: 2126.31 ms [2022-04-10 23:21:10 main:574] : INFO : Epoch 1583 | loss: 0.0311419 | val_loss: 0.0311652 | Time: 2015.05 ms [2022-04-10 23:21:12 main:574] : INFO : Epoch 1584 | loss: 0.0311402 | val_loss: 0.0311633 | Time: 2217.67 ms [2022-04-10 23:21:15 main:574] : INFO : Epoch 1585 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 2061.43 ms [2022-04-10 23:21:17 main:574] : INFO : Epoch 1586 | loss: 0.0311379 | val_loss: 0.0311637 | Time: 2028.29 ms [2022-04-10 23:21:19 main:574] : INFO : Epoch 1587 | loss: 0.0311363 | val_loss: 0.0311654 | Time: 2055.45 ms [2022-04-10 23:21:21 main:574] : INFO : Epoch 1588 | loss: 0.031138 | val_loss: 0.0311627 | Time: 2083.31 ms [2022-04-10 23:21:23 main:574] : INFO : Epoch 1589 | loss: 0.0311399 | val_loss: 0.0311652 | Time: 2136.31 ms [2022-04-10 23:21:25 main:574] : INFO : Epoch 1590 | loss: 0.0311404 | val_loss: 0.0311649 | Time: 2193.99 ms [2022-04-10 23:21:27 main:574] : INFO : Epoch 1591 | loss: 0.0311421 | val_loss: 0.0311699 | Time: 2122.27 ms [2022-04-10 23:21:29 main:574] : INFO : Epoch 1592 | loss: 0.0311448 | val_loss: 0.0311759 | Time: 2063.52 ms [2022-04-10 23:21:31 main:574] : INFO : Epoch 1593 | loss: 0.0311538 | val_loss: 0.031173 | Time: 1979.39 ms [2022-04-10 23:21:33 main:574] : INFO : Epoch 1594 | loss: 0.0311508 | val_loss: 0.0311694 | Time: 2113.53 ms [2022-04-10 23:21:35 main:574] : INFO : Epoch 1595 | loss: 0.0311487 | val_loss: 0.031169 | Time: 2036.96 ms [2022-04-10 23:21:37 main:574] : INFO : Epoch 1596 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 2055.93 ms [2022-04-10 23:21:40 main:574] : INFO : Epoch 1597 | loss: 0.0311477 | val_loss: 0.0311679 | Time: 2142.45 ms [2022-04-10 23:21:42 main:574] : INFO : Epoch 1598 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2190.85 ms [2022-04-10 23:21:44 main:574] : INFO : Epoch 1599 | loss: 0.031148 | val_loss: 0.0311677 | Time: 2026.35 ms [2022-04-10 23:21:46 main:574] : INFO : Epoch 1600 | loss: 0.0311466 | val_loss: 0.0311684 | Time: 2089.97 ms [2022-04-10 23:21:48 main:574] : INFO : Epoch 1601 | loss: 0.0311455 | val_loss: 0.0311731 | Time: 2075.46 ms [2022-04-10 23:21:50 main:574] : INFO : Epoch 1602 | loss: 0.0311435 | val_loss: 0.0311695 | Time: 2102.35 ms [2022-04-10 23:21:52 main:574] : INFO : Epoch 1603 | loss: 0.0311451 | val_loss: 0.0311739 | Time: 2044.15 ms [2022-04-10 23:21:54 main:574] : INFO : Epoch 1604 | loss: 0.0311452 | val_loss: 0.0311818 | Time: 2042.32 ms [2022-04-10 23:21:56 main:574] : INFO : Epoch 1605 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 2112.98 ms [2022-04-10 23:21:59 main:574] : INFO : Epoch 1606 | loss: 0.0311417 | val_loss: 0.0311647 | Time: 2163.69 ms [2022-04-10 23:22:01 main:574] : INFO : Epoch 1607 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 2020.52 ms [2022-04-10 23:22:03 main:574] : INFO : Epoch 1608 | loss: 0.031143 | val_loss: 0.0311687 | Time: 2044.02 ms [2022-04-10 23:22:05 main:574] : INFO : Epoch 1609 | loss: 0.0311448 | val_loss: 0.031171 | Time: 2030.22 ms [2022-04-10 23:22:07 main:574] : INFO : Epoch 1610 | loss: 0.031143 | val_loss: 0.0311679 | Time: 2114.53 ms [2022-04-10 23:22:09 main:574] : INFO : Epoch 1611 | loss: 0.0311419 | val_loss: 0.0311693 | Time: 2092.48 ms [2022-04-10 23:22:11 main:574] : INFO : Epoch 1612 | loss: 0.0311426 | val_loss: 0.0311638 | Time: 2048.56 ms [2022-04-10 23:22:13 main:574] : INFO : Epoch 1613 | loss: 0.0311403 | val_loss: 0.0311674 | Time: 2050.84 ms [2022-04-10 23:22:15 main:574] : INFO : Epoch 1614 | loss: 0.031141 | val_loss: 0.0311648 | Time: 2109.08 ms [2022-04-10 23:22:17 main:574] : INFO : Epoch 1615 | loss: 0.031139 | val_loss: 0.0311643 | Time: 2086.88 ms [2022-04-10 23:22:19 main:574] : INFO : Epoch 1616 | loss: 0.0311374 | val_loss: 0.0311676 | Time: 2003.59 ms [2022-04-10 23:22:21 main:574] : INFO : Epoch 1617 | loss: 0.0311364 | val_loss: 0.0311704 | Time: 2048.3 ms [2022-04-10 23:22:23 main:574] : INFO : Epoch 1618 | loss: 0.0311384 | val_loss: 0.0311725 | Time: 2037.01 ms [2022-04-10 23:22:25 main:574] : INFO : Epoch 1619 | loss: 0.0311354 | val_loss: 0.0311663 | Time: 2058.32 ms [2022-04-10 23:22:28 main:574] : INFO : Epoch 1620 | loss: 0.0311357 | val_loss: 0.0311672 | Time: 2170.67 ms [2022-04-10 23:22:30 main:574] : INFO : Epoch 1621 | loss: 0.0311365 | val_loss: 0.0311673 | Time: 2054.1 ms [2022-04-10 23:22:32 main:574] : INFO : Epoch 1622 | loss: 0.0311437 | val_loss: 0.0311711 | Time: 2108.47 ms [2022-04-10 23:22:34 main:574] : INFO : Epoch 1623 | loss: 0.0311484 | val_loss: 0.0311728 | Time: 1981.09 ms [2022-04-10 23:22:36 main:574] : INFO : Epoch 1624 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 2117.69 ms [2022-04-10 23:22:38 main:574] : INFO : Epoch 1625 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 2014.01 ms [2022-04-10 23:22:40 main:574] : INFO : Epoch 1626 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 2070.43 ms [2022-04-10 23:22:42 main:574] : INFO : Epoch 1627 | loss: 0.031148 | val_loss: 0.0311662 | Time: 2064.5 ms [2022-04-10 23:22:44 main:574] : INFO : Epoch 1628 | loss: 0.031147 | val_loss: 0.0311632 | Time: 2041.01 ms [2022-04-10 23:22:46 main:574] : INFO : Epoch 1629 | loss: 0.0311446 | val_loss: 0.0311642 | Time: 2098.47 ms [2022-04-10 23:22:48 main:574] : INFO : Epoch 1630 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 2008.19 ms [2022-04-10 23:22:50 main:574] : INFO : Epoch 1631 | loss: 0.0311427 | val_loss: 0.0311631 | Time: 2087.85 ms [2022-04-10 23:22:52 main:574] : INFO : Epoch 1632 | loss: 0.0311403 | val_loss: 0.0311667 | Time: 2056.22 ms [2022-04-10 23:22:54 main:574] : INFO : Epoch 1633 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 2044.35 ms [2022-04-10 23:22:56 main:574] : INFO : Epoch 1634 | loss: 0.0311414 | val_loss: 0.0311657 | Time: 2011.04 ms [2022-04-10 23:22:59 main:574] : INFO : Epoch 1635 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 2190.72 ms [2022-04-10 23:23:01 main:574] : INFO : Epoch 1636 | loss: 0.03115 | val_loss: 0.031182 | Time: 2045.62 ms [2022-04-10 23:23:03 main:574] : INFO : Epoch 1637 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 2172.14 ms [2022-04-10 23:23:05 main:574] : INFO : Epoch 1638 | loss: 0.0311399 | val_loss: 0.0311655 | Time: 2056.04 ms [2022-04-10 23:23:07 main:574] : INFO : Epoch 1639 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 2091.43 ms [2022-04-10 23:23:09 main:574] : INFO : Epoch 1640 | loss: 0.0311385 | val_loss: 0.0311622 | Time: 2048.73 ms [2022-04-10 23:23:11 main:574] : INFO : Epoch 1641 | loss: 0.0311381 | val_loss: 0.0311654 | Time: 2104.98 ms [2022-04-10 23:23:13 main:574] : INFO : Epoch 1642 | loss: 0.0311372 | val_loss: 0.0311772 | Time: 2045.3 ms [2022-04-10 23:23:15 main:574] : INFO : Epoch 1643 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1979.7 ms [2022-04-10 23:23:17 main:574] : INFO : Epoch 1644 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 2051.06 ms [2022-04-10 23:23:19 main:574] : INFO : Epoch 1645 | loss: 0.0311373 | val_loss: 0.0311642 | Time: 2072.88 ms [2022-04-10 23:23:21 main:574] : INFO : Epoch 1646 | loss: 0.0311367 | val_loss: 0.0311674 | Time: 2024.8 ms [2022-04-10 23:23:23 main:574] : INFO : Epoch 1647 | loss: 0.031139 | val_loss: 0.0311606 | Time: 2161.21 ms [2022-04-10 23:23:26 main:574] : INFO : Epoch 1648 | loss: 0.0311389 | val_loss: 0.0311657 | Time: 2068.63 ms [2022-04-10 23:23:28 main:574] : INFO : Epoch 1649 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 2084.69 ms [2022-04-10 23:23:30 main:574] : INFO : Epoch 1650 | loss: 0.0311422 | val_loss: 0.0311707 | Time: 2026.32 ms [2022-04-10 23:23:32 main:574] : INFO : Epoch 1651 | loss: 0.0311459 | val_loss: 0.0311673 | Time: 2068.41 ms [2022-04-10 23:23:34 main:574] : INFO : Epoch 1652 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 2036.27 ms [2022-04-10 23:23:36 main:574] : INFO : Epoch 1653 | loss: 0.0311437 | val_loss: 0.0311698 | Time: 2065.56 ms [2022-04-10 23:23:38 main:574] : INFO : Epoch 1654 | loss: 0.0311461 | val_loss: 0.0311636 | Time: 2078.68 ms [2022-04-10 23:23:40 main:574] : INFO : Epoch 1655 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 2103.25 ms [2022-04-10 23:23:42 main:574] : INFO : Epoch 1656 | loss: 0.0311434 | val_loss: 0.0311634 | Time: 2090.69 ms [2022-04-10 23:23:44 main:574] : INFO : Epoch 1657 | loss: 0.0311455 | val_loss: 0.031173 | Time: 2101.5 ms [2022-04-10 23:23:46 main:574] : INFO : Epoch 1658 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 2139.79 ms [2022-04-10 23:23:48 main:574] : INFO : Epoch 1659 | loss: 0.0311384 | val_loss: 0.0311666 | Time: 2016.15 ms [2022-04-10 23:23:50 main:574] : INFO : Epoch 1660 | loss: 0.0311382 | val_loss: 0.0311635 | Time: 2040.99 ms [2022-04-10 23:23:52 main:574] : INFO : Epoch 1661 | loss: 0.0311382 | val_loss: 0.0311639 | Time: 2030.75 ms [2022-04-10 23:23:54 main:574] : INFO : Epoch 1662 | loss: 0.0311396 | val_loss: 0.0311623 | Time: 2026.65 ms [2022-04-10 23:23:57 main:574] : INFO : Epoch 1663 | loss: 0.0311372 | val_loss: 0.0311681 | Time: 2039.06 ms [2022-04-10 23:23:59 main:574] : INFO : Epoch 1664 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 2099.04 ms [2022-04-10 23:24:01 main:574] : INFO : Epoch 1665 | loss: 0.0311345 | val_loss: 0.0311658 | Time: 2077.63 ms [2022-04-10 23:24:03 main:574] : INFO : Epoch 1666 | loss: 0.0311361 | val_loss: 0.0311693 | Time: 2052.11 ms [2022-04-10 23:24:05 main:574] : INFO : Epoch 1667 | loss: 0.0311409 | val_loss: 0.0311618 | Time: 2043.11 ms [2022-04-10 23:24:07 main:574] : INFO : Epoch 1668 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 2080.74 ms [2022-04-10 23:24:09 main:574] : INFO : Epoch 1669 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 2074.21 ms [2022-04-10 23:24:11 main:574] : INFO : Epoch 1670 | loss: 0.0311393 | val_loss: 0.0311646 | Time: 2065.35 ms [2022-04-10 23:24:13 main:574] : INFO : Epoch 1671 | loss: 0.031145 | val_loss: 0.0311641 | Time: 1940.51 ms [2022-04-10 23:24:15 main:574] : INFO : Epoch 1672 | loss: 0.0311441 | val_loss: 0.0311639 | Time: 2051.73 ms [2022-04-10 23:24:17 main:574] : INFO : Epoch 1673 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 2173.31 ms [2022-04-10 23:24:19 main:574] : INFO : Epoch 1674 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 2078.75 ms [2022-04-10 23:24:21 main:574] : INFO : Epoch 1675 | loss: 0.0311548 | val_loss: 0.0311671 | Time: 2047.32 ms [2022-04-10 23:24:24 main:574] : INFO : Epoch 1676 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 2154.67 ms [2022-04-10 23:24:26 main:574] : INFO : Epoch 1677 | loss: 0.0311592 | val_loss: 0.0311764 | Time: 1986.42 ms [2022-04-10 23:24:28 main:574] : INFO : Epoch 1678 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 2120.75 ms [2022-04-10 23:24:30 main:574] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311684 | Time: 1987.83 ms [2022-04-10 23:24:32 main:574] : INFO : Epoch 1680 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 2102.39 ms [2022-04-10 23:24:34 main:574] : INFO : Epoch 1681 | loss: 0.0311436 | val_loss: 0.0311685 | Time: 2004.08 ms [2022-04-10 23:24:36 main:574] : INFO : Epoch 1682 | loss: 0.031143 | val_loss: 0.0311682 | Time: 2145.1 ms [2022-04-10 23:24:38 main:574] : INFO : Epoch 1683 | loss: 0.0311426 | val_loss: 0.0311665 | Time: 2080.94 ms [2022-04-10 23:24:40 main:574] : INFO : Epoch 1684 | loss: 0.0311439 | val_loss: 0.0311696 | Time: 2041.5 ms [2022-04-10 23:24:42 main:574] : INFO : Epoch 1685 | loss: 0.0311428 | val_loss: 0.0311693 | Time: 2059.3 ms [2022-04-10 23:24:44 main:574] : INFO : Epoch 1686 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 2057.17 ms [2022-04-10 23:24:46 main:574] : INFO : Epoch 1687 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 2048.22 ms [2022-04-10 23:24:48 main:574] : INFO : Epoch 1688 | loss: 0.0311403 | val_loss: 0.0311691 | Time: 2064.86 ms [2022-04-10 23:24:50 main:574] : INFO : Epoch 1689 | loss: 0.031141 | val_loss: 0.0311719 | Time: 2023.65 ms [2022-04-10 23:24:52 main:574] : INFO : Epoch 1690 | loss: 0.0311416 | val_loss: 0.0311667 | Time: 2102.67 ms [2022-04-10 23:24:55 main:574] : INFO : Epoch 1691 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 2103.58 ms [2022-04-10 23:24:57 main:574] : INFO : Epoch 1692 | loss: 0.0311439 | val_loss: 0.0311648 | Time: 2175.56 ms [2022-04-10 23:24:59 main:574] : INFO : Epoch 1693 | loss: 0.0311395 | val_loss: 0.0311619 | Time: 2191.61 ms [2022-04-10 23:25:01 main:574] : INFO : Epoch 1694 | loss: 0.0311374 | val_loss: 0.0311619 | Time: 2150.02 ms [2022-04-10 23:25:03 main:574] : INFO : Epoch 1695 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 2213.1 ms [2022-04-10 23:25:05 main:574] : INFO : Epoch 1696 | loss: 0.0311374 | val_loss: 0.0311665 | Time: 2094.27 ms [2022-04-10 23:25:07 main:574] : INFO : Epoch 1697 | loss: 0.0311412 | val_loss: 0.0311688 | Time: 2024.25 ms [2022-04-10 23:25:09 main:574] : INFO : Epoch 1698 | loss: 0.0311373 | val_loss: 0.0311736 | Time: 2081.29 ms [2022-04-10 23:25:11 main:574] : INFO : Epoch 1699 | loss: 0.0311383 | val_loss: 0.0311697 | Time: 1994.47 ms [2022-04-10 23:25:14 main:574] : INFO : Epoch 1700 | loss: 0.0311374 | val_loss: 0.0311673 | Time: 2076.07 ms [2022-04-10 23:25:16 main:574] : INFO : Epoch 1701 | loss: 0.0311375 | val_loss: 0.0311675 | Time: 2106.99 ms [2022-04-10 23:25:18 main:574] : INFO : Epoch 1702 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 2139.61 ms [2022-04-10 23:25:20 main:574] : INFO : Epoch 1703 | loss: 0.0311397 | val_loss: 0.0311623 | Time: 2114.39 ms [2022-04-10 23:25:22 main:574] : INFO : Epoch 1704 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 2144.29 ms [2022-04-10 23:25:24 main:574] : INFO : Epoch 1705 | loss: 0.0311364 | val_loss: 0.0311688 | Time: 2014.95 ms [2022-04-10 23:25:26 main:574] : INFO : Epoch 1706 | loss: 0.0311369 | val_loss: 0.0311633 | Time: 2123.34 ms [2022-04-10 23:25:28 main:574] : INFO : Epoch 1707 | loss: 0.0311335 | val_loss: 0.0311677 | Time: 2079.4 ms [2022-04-10 23:25:30 main:574] : INFO : Epoch 1708 | loss: 0.0311346 | val_loss: 0.0311672 | Time: 2030.56 ms [2022-04-10 23:25:32 main:574] : INFO : Epoch 1709 | loss: 0.0311361 | val_loss: 0.0311668 | Time: 2063.98 ms [2022-04-10 23:25:35 main:574] : INFO : Epoch 1710 | loss: 0.0311334 | val_loss: 0.0311651 | Time: 2073.58 ms [2022-04-10 23:25:37 main:574] : INFO : Epoch 1711 | loss: 0.0311326 | val_loss: 0.0311662 | Time: 2101.99 ms [2022-04-10 23:25:39 main:574] : INFO : Epoch 1712 | loss: 0.0311321 | val_loss: 0.0311739 | Time: 2025.43 ms [2022-04-10 23:25:41 main:574] : INFO : Epoch 1713 | loss: 0.0311367 | val_loss: 0.0311609 | Time: 2197.57 ms [2022-04-10 23:25:43 main:574] : INFO : Epoch 1714 | loss: 0.0311362 | val_loss: 0.031164 | Time: 2032.04 ms [2022-04-10 23:25:45 main:574] : INFO : Epoch 1715 | loss: 0.0311369 | val_loss: 0.0311742 | Time: 2141.65 ms [2022-04-10 23:25:47 main:574] : INFO : Epoch 1716 | loss: 0.0311357 | val_loss: 0.0311671 | Time: 2038.31 ms [2022-04-10 23:25:49 main:574] : INFO : Epoch 1717 | loss: 0.0311388 | val_loss: 0.0311744 | Time: 2151.27 ms [2022-04-10 23:25:51 main:574] : INFO : Epoch 1718 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 2062.8 ms [2022-04-10 23:25:53 main:574] : INFO : Epoch 1719 | loss: 0.0311342 | val_loss: 0.0311705 | Time: 2123.98 ms [2022-04-10 23:25:56 main:574] : INFO : Epoch 1720 | loss: 0.0311332 | val_loss: 0.0311685 | Time: 2163.7 ms [2022-04-10 23:25:58 main:574] : INFO : Epoch 1721 | loss: 0.0311341 | val_loss: 0.0311666 | Time: 2147.98 ms [2022-04-10 23:26:00 main:574] : INFO : Epoch 1722 | loss: 0.0311356 | val_loss: 0.0311848 | Time: 2028.97 ms [2022-04-10 23:26:02 main:574] : INFO : Epoch 1723 | loss: 0.0311453 | val_loss: 0.0311849 | Time: 2141.71 ms [2022-04-10 23:26:04 main:574] : INFO : Epoch 1724 | loss: 0.0311367 | val_loss: 0.0311777 | Time: 2041.92 ms [2022-04-10 23:26:06 main:574] : INFO : Epoch 1725 | loss: 0.0311325 | val_loss: 0.031163 | Time: 2052.23 ms [2022-04-10 23:26:08 main:574] : INFO : Epoch 1726 | loss: 0.0311371 | val_loss: 0.0311801 | Time: 1980.46 ms [2022-04-10 23:26:10 main:574] : INFO : Epoch 1727 | loss: 0.0311379 | val_loss: 0.0311649 | Time: 2057.88 ms [2022-04-10 23:26:12 main:574] : INFO : Epoch 1728 | loss: 0.0311322 | val_loss: 0.0311664 | Time: 2034.62 ms [2022-04-10 23:26:14 main:574] : INFO : Epoch 1729 | loss: 0.0311353 | val_loss: 0.031166 | Time: 2059.81 ms [2022-04-10 23:26:16 main:574] : INFO : Epoch 1730 | loss: 0.0311315 | val_loss: 0.0311693 | Time: 2136.65 ms [2022-04-10 23:26:18 main:574] : INFO : Epoch 1731 | loss: 0.0311302 | val_loss: 0.0311716 | Time: 2010.36 ms [2022-04-10 23:26:20 main:574] : INFO : Epoch 1732 | loss: 0.0311324 | val_loss: 0.0311689 | Time: 2077 ms [2022-04-10 23:26:22 main:574] : INFO : Epoch 1733 | loss: 0.0311338 | val_loss: 0.0311682 | Time: 2069.97 ms [2022-04-10 23:26:25 main:574] : INFO : Epoch 1734 | loss: 0.0311331 | val_loss: 0.0311707 | Time: 2139.03 ms [2022-04-10 23:26:27 main:574] : INFO : Epoch 1735 | loss: 0.0311325 | val_loss: 0.0311669 | Time: 2082.3 ms [2022-04-10 23:26:29 main:574] : INFO : Epoch 1736 | loss: 0.031132 | val_loss: 0.0311826 | Time: 2139.45 ms [2022-04-10 23:26:31 main:574] : INFO : Epoch 1737 | loss: 0.0311374 | val_loss: 0.0311644 | Time: 2190.64 ms [2022-04-10 23:26:33 main:574] : INFO : Epoch 1738 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 2156.83 ms [2022-04-10 23:26:35 main:574] : INFO : Epoch 1739 | loss: 0.0311365 | val_loss: 0.0311683 | Time: 2125.47 ms [2022-04-10 23:26:37 main:574] : INFO : Epoch 1740 | loss: 0.0311374 | val_loss: 0.0311676 | Time: 2018.44 ms [2022-04-10 23:26:39 main:574] : INFO : Epoch 1741 | loss: 0.0311361 | val_loss: 0.0311665 | Time: 2080.32 ms [2022-04-10 23:26:42 main:574] : INFO : Epoch 1742 | loss: 0.0311362 | val_loss: 0.0311663 | Time: 2209.96 ms [2022-04-10 23:26:44 main:574] : INFO : Epoch 1743 | loss: 0.0311396 | val_loss: 0.0311669 | Time: 2030.44 ms [2022-04-10 23:26:46 main:574] : INFO : Epoch 1744 | loss: 0.0311371 | val_loss: 0.0311667 | Time: 2064.71 ms [2022-04-10 23:26:48 main:574] : INFO : Epoch 1745 | loss: 0.0311369 | val_loss: 0.0311665 | Time: 2071.12 ms [2022-04-10 23:26:50 main:574] : INFO : Epoch 1746 | loss: 0.0311341 | val_loss: 0.0311691 | Time: 2225.99 ms [2022-04-10 23:26:52 main:574] : INFO : Epoch 1747 | loss: 0.0311393 | val_loss: 0.0311746 | Time: 2101.2 ms [2022-04-10 23:26:54 main:574] : INFO : Epoch 1748 | loss: 0.0311432 | val_loss: 0.0311708 | Time: 2115.26 ms [2022-04-10 23:26:56 main:574] : INFO : Epoch 1749 | loss: 0.0311402 | val_loss: 0.0311701 | Time: 2043.94 ms [2022-04-10 23:26:58 main:574] : INFO : Epoch 1750 | loss: 0.0311396 | val_loss: 0.0311666 | Time: 2061.43 ms [2022-04-10 23:27:00 main:574] : INFO : Epoch 1751 | loss: 0.0311344 | val_loss: 0.0311736 | Time: 2027.04 ms [2022-04-10 23:27:03 main:574] : INFO : Epoch 1752 | loss: 0.0311333 | val_loss: 0.0311634 | Time: 2186.31 ms [2022-04-10 23:27:05 main:574] : INFO : Epoch 1753 | loss: 0.0311341 | val_loss: 0.0311652 | Time: 2032.89 ms [2022-04-10 23:27:07 main:574] : INFO : Epoch 1754 | loss: 0.0311317 | val_loss: 0.0311642 | Time: 2079.69 ms [2022-04-10 23:27:09 main:574] : INFO : Epoch 1755 | loss: 0.031137 | val_loss: 0.0311681 | Time: 1997.4 ms [2022-04-10 23:27:11 main:574] : INFO : Epoch 1756 | loss: 0.0311372 | val_loss: 0.0311748 | Time: 2051.78 ms [2022-04-10 23:27:13 main:574] : INFO : Epoch 1757 | loss: 0.0311392 | val_loss: 0.0311624 | Time: 2255.37 ms [2022-04-10 23:27:15 main:574] : INFO : Epoch 1758 | loss: 0.0311356 | val_loss: 0.0311643 | Time: 2237.12 ms [2022-04-10 23:27:18 main:574] : INFO : Epoch 1759 | loss: 0.0311351 | val_loss: 0.0311667 | Time: 2171.52 ms [2022-04-10 23:27:20 main:574] : INFO : Epoch 1760 | loss: 0.0311315 | val_loss: 0.03117 | Time: 2219.03 ms [2022-04-10 23:27:22 main:574] : INFO : Epoch 1761 | loss: 0.0311287 | val_loss: 0.0311612 | Time: 2239 ms [2022-04-10 23:27:24 main:574] : INFO : Epoch 1762 | loss: 0.0311297 | val_loss: 0.031173 | Time: 2200.71 ms [2022-04-10 23:27:26 main:574] : INFO : Epoch 1763 | loss: 0.0311317 | val_loss: 0.0311667 | Time: 2119.73 ms [2022-04-10 23:27:29 main:574] : INFO : Epoch 1764 | loss: 0.0311353 | val_loss: 0.0311755 | Time: 2240.3 ms [2022-04-10 23:27:31 main:574] : INFO : Epoch 1765 | loss: 0.0311326 | val_loss: 0.0311605 | Time: 2238.13 ms [2022-04-10 23:27:33 main:574] : INFO : Epoch 1766 | loss: 0.0311284 | val_loss: 0.0311634 | Time: 2222.17 ms [2022-04-10 23:27:35 main:574] : INFO : Epoch 1767 | loss: 0.0311284 | val_loss: 0.0311669 | Time: 2258.99 ms [2022-04-10 23:27:37 main:574] : INFO : Epoch 1768 | loss: 0.0311284 | val_loss: 0.0311762 | Time: 2187.06 ms [2022-04-10 23:27:40 main:574] : INFO : Epoch 1769 | loss: 0.0311308 | val_loss: 0.0311684 | Time: 2176.18 ms [2022-04-10 23:27:42 main:574] : INFO : Epoch 1770 | loss: 0.0311319 | val_loss: 0.0311728 | Time: 2159.57 ms [2022-04-10 23:27:44 main:574] : INFO : Epoch 1771 | loss: 0.0311344 | val_loss: 0.0311773 | Time: 2290.01 ms [2022-04-10 23:27:46 main:574] : INFO : Epoch 1772 | loss: 0.0311368 | val_loss: 0.031164 | Time: 2345.46 ms [2022-04-10 23:27:49 main:574] : INFO : Epoch 1773 | loss: 0.0311411 | val_loss: 0.0311739 | Time: 2359.76 ms [2022-04-10 23:27:51 main:574] : INFO : Epoch 1774 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 2077.93 ms [2022-04-10 23:27:53 main:574] : INFO : Epoch 1775 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 2099.68 ms [2022-04-10 23:27:55 main:574] : INFO : Epoch 1776 | loss: 0.0311381 | val_loss: 0.0311691 | Time: 2044.69 ms [2022-04-10 23:27:57 main:574] : INFO : Epoch 1777 | loss: 0.0311384 | val_loss: 0.0311662 | Time: 2067.63 ms [2022-04-10 23:27:59 main:574] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.031167 | Time: 2062.01 ms [2022-04-10 23:28:01 main:574] : INFO : Epoch 1779 | loss: 0.0311335 | val_loss: 0.0311655 | Time: 2169.05 ms [2022-04-10 23:28:03 main:574] : INFO : Epoch 1780 | loss: 0.0311339 | val_loss: 0.0311662 | Time: 1995.06 ms [2022-04-10 23:28:06 main:574] : INFO : Epoch 1781 | loss: 0.0311415 | val_loss: 0.0311865 | Time: 2115.03 ms [2022-04-10 23:28:08 main:574] : INFO : Epoch 1782 | loss: 0.0311332 | val_loss: 0.031163 | Time: 2022.09 ms [2022-04-10 23:28:10 main:574] : INFO : Epoch 1783 | loss: 0.0311296 | val_loss: 0.0311642 | Time: 2075.9 ms [2022-04-10 23:28:12 main:574] : INFO : Epoch 1784 | loss: 0.0311288 | val_loss: 0.0311643 | Time: 2025.62 ms [2022-04-10 23:28:14 main:574] : INFO : Epoch 1785 | loss: 0.0311247 | val_loss: 0.03117 | Time: 2064.37 ms [2022-04-10 23:28:16 main:574] : INFO : Epoch 1786 | loss: 0.031126 | val_loss: 0.0311665 | Time: 2026.42 ms [2022-04-10 23:28:18 main:574] : INFO : Epoch 1787 | loss: 0.0311279 | val_loss: 0.0311685 | Time: 2020.36 ms [2022-04-10 23:28:20 main:574] : INFO : Epoch 1788 | loss: 0.0311247 | val_loss: 0.0311732 | Time: 2091.1 ms [2022-04-10 23:28:22 main:574] : INFO : Epoch 1789 | loss: 0.0311286 | val_loss: 0.0311701 | Time: 2017.27 ms [2022-04-10 23:28:24 main:574] : INFO : Epoch 1790 | loss: 0.031126 | val_loss: 0.0311646 | Time: 2049.88 ms [2022-04-10 23:28:26 main:574] : INFO : Epoch 1791 | loss: 0.0311266 | val_loss: 0.031169 | Time: 2098.9 ms [2022-04-10 23:28:28 main:574] : INFO : Epoch 1792 | loss: 0.0311269 | val_loss: 0.0311659 | Time: 2094.37 ms [2022-04-10 23:28:30 main:574] : INFO : Epoch 1793 | loss: 0.0311248 | val_loss: 0.0311684 | Time: 2069.65 ms [2022-04-10 23:28:32 main:574] : INFO : Epoch 1794 | loss: 0.0311217 | val_loss: 0.0311733 | Time: 2071.11 ms [2022-04-10 23:28:34 main:574] : INFO : Epoch 1795 | loss: 0.0311287 | val_loss: 0.031179 | Time: 2054.69 ms [2022-04-10 23:28:37 main:574] : INFO : Epoch 1796 | loss: 0.0311282 | val_loss: 0.0311736 | Time: 2181.12 ms [2022-04-10 23:28:39 main:574] : INFO : Epoch 1797 | loss: 0.0311303 | val_loss: 0.0311732 | Time: 2007.19 ms [2022-04-10 23:28:41 main:574] : INFO : Epoch 1798 | loss: 0.031132 | val_loss: 0.0311709 | Time: 2105.5 ms [2022-04-10 23:28:43 main:574] : INFO : Epoch 1799 | loss: 0.0311342 | val_loss: 0.0311706 | Time: 2022.11 ms [2022-04-10 23:28:45 main:574] : INFO : Epoch 1800 | loss: 0.0311362 | val_loss: 0.0311725 | Time: 2050.91 ms [2022-04-10 23:28:47 main:574] : INFO : Epoch 1801 | loss: 0.0311365 | val_loss: 0.0311668 | Time: 2037.56 ms [2022-04-10 23:28:49 main:574] : INFO : Epoch 1802 | loss: 0.0311342 | val_loss: 0.0311801 | Time: 2175.91 ms [2022-04-10 23:28:51 main:574] : INFO : Epoch 1803 | loss: 0.0311328 | val_loss: 0.0311772 | Time: 2040.8 ms [2022-04-10 23:28:53 main:574] : INFO : Epoch 1804 | loss: 0.0311304 | val_loss: 0.0311679 | Time: 2121.32 ms [2022-04-10 23:28:55 main:574] : INFO : Epoch 1805 | loss: 0.0311278 | val_loss: 0.0311735 | Time: 1985.09 ms [2022-04-10 23:28:57 main:574] : INFO : Epoch 1806 | loss: 0.0311323 | val_loss: 0.0311739 | Time: 2084.79 ms [2022-04-10 23:28:59 main:574] : INFO : Epoch 1807 | loss: 0.0311319 | val_loss: 0.0311762 | Time: 2057.58 ms [2022-04-10 23:29:02 main:574] : INFO : Epoch 1808 | loss: 0.0311317 | val_loss: 0.0311696 | Time: 2213.28 ms [2022-04-10 23:29:04 main:574] : INFO : Epoch 1809 | loss: 0.0311324 | val_loss: 0.0311706 | Time: 2131.26 ms [2022-04-10 23:29:06 main:574] : INFO : Epoch 1810 | loss: 0.0311364 | val_loss: 0.031177 | Time: 1996.42 ms [2022-04-10 23:29:08 main:574] : INFO : Epoch 1811 | loss: 0.0311287 | val_loss: 0.0311742 | Time: 2125.14 ms [2022-04-10 23:29:10 main:574] : INFO : Epoch 1812 | loss: 0.0311295 | val_loss: 0.0311676 | Time: 2068.52 ms [2022-04-10 23:29:12 main:574] : INFO : Epoch 1813 | loss: 0.0311339 | val_loss: 0.0311769 | Time: 2135.13 ms [2022-04-10 23:29:14 main:574] : INFO : Epoch 1814 | loss: 0.0311488 | val_loss: 0.0311676 | Time: 2090.11 ms [2022-04-10 23:29:16 main:574] : INFO : Epoch 1815 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 2124.2 ms [2022-04-10 23:29:18 main:574] : INFO : Epoch 1816 | loss: 0.0311418 | val_loss: 0.0311708 | Time: 2026.53 ms [2022-04-10 23:29:20 main:574] : INFO : Epoch 1817 | loss: 0.0311385 | val_loss: 0.0311679 | Time: 2088.5 ms [2022-04-10 23:29:22 main:574] : INFO : Epoch 1818 | loss: 0.0311337 | val_loss: 0.0311702 | Time: 2046.8 ms [2022-04-10 23:29:24 main:574] : INFO : Epoch 1819 | loss: 0.0311359 | val_loss: 0.0311704 | Time: 2091.66 ms [2022-04-10 23:29:27 main:574] : INFO : Epoch 1820 | loss: 0.0311355 | val_loss: 0.0311675 | Time: 2232.86 ms [2022-04-10 23:29:29 main:574] : INFO : Epoch 1821 | loss: 0.0311374 | val_loss: 0.0311724 | Time: 2210.79 ms [2022-04-10 23:29:31 main:574] : INFO : Epoch 1822 | loss: 0.031136 | val_loss: 0.0311747 | Time: 2103.71 ms [2022-04-10 23:29:33 main:574] : INFO : Epoch 1823 | loss: 0.0311381 | val_loss: 0.031171 | Time: 2069.56 ms [2022-04-10 23:29:35 main:574] : INFO : Epoch 1824 | loss: 0.0311376 | val_loss: 0.0311822 | Time: 2093.06 ms [2022-04-10 23:29:37 main:574] : INFO : Epoch 1825 | loss: 0.0311337 | val_loss: 0.031175 | Time: 2030.38 ms [2022-04-10 23:29:39 main:574] : INFO : Epoch 1826 | loss: 0.0311308 | val_loss: 0.0311725 | Time: 2116.18 ms [2022-04-10 23:29:41 main:574] : INFO : Epoch 1827 | loss: 0.0311296 | val_loss: 0.0311743 | Time: 2090.42 ms [2022-04-10 23:29:44 main:574] : INFO : Epoch 1828 | loss: 0.0311328 | val_loss: 0.0311759 | Time: 2022.36 ms [2022-04-10 23:29:46 main:574] : INFO : Epoch 1829 | loss: 0.0311351 | val_loss: 0.0311769 | Time: 2099.99 ms [2022-04-10 23:29:48 main:574] : INFO : Epoch 1830 | loss: 0.0311351 | val_loss: 0.031171 | Time: 2065.21 ms [2022-04-10 23:29:50 main:574] : INFO : Epoch 1831 | loss: 0.0311338 | val_loss: 0.0311705 | Time: 2103.21 ms [2022-04-10 23:29:52 main:574] : INFO : Epoch 1832 | loss: 0.0311303 | val_loss: 0.0311765 | Time: 2069.75 ms [2022-04-10 23:29:54 main:574] : INFO : Epoch 1833 | loss: 0.0311312 | val_loss: 0.0311725 | Time: 2102.28 ms [2022-04-10 23:29:56 main:574] : INFO : Epoch 1834 | loss: 0.0311301 | val_loss: 0.0311748 | Time: 2041.01 ms [2022-04-10 23:29:58 main:574] : INFO : Epoch 1835 | loss: 0.0311302 | val_loss: 0.0311717 | Time: 1976.96 ms [2022-04-10 23:30:00 main:574] : INFO : Epoch 1836 | loss: 0.0311331 | val_loss: 0.0311751 | Time: 2082.72 ms [2022-04-10 23:30:02 main:574] : INFO : Epoch 1837 | loss: 0.0311393 | val_loss: 0.0311921 | Time: 2123.92 ms [2022-04-10 23:30:04 main:574] : INFO : Epoch 1838 | loss: 0.0311293 | val_loss: 0.0311717 | Time: 2053.33 ms [2022-04-10 23:30:06 main:574] : INFO : Epoch 1839 | loss: 0.0311264 | val_loss: 0.031179 | Time: 2076.22 ms [2022-04-10 23:30:08 main:574] : INFO : Epoch 1840 | loss: 0.0311274 | val_loss: 0.0311723 | Time: 2055.93 ms [2022-04-10 23:30:11 main:574] : INFO : Epoch 1841 | loss: 0.0311282 | val_loss: 0.0311748 | Time: 2087.17 ms [2022-04-10 23:30:13 main:574] : INFO : Epoch 1842 | loss: 0.0311327 | val_loss: 0.0311811 | Time: 2110.02 ms [2022-04-10 23:30:15 main:574] : INFO : Epoch 1843 | loss: 0.0311278 | val_loss: 0.0311752 | Time: 2074.52 ms [2022-04-10 23:30:17 main:574] : INFO : Epoch 1844 | loss: 0.0311289 | val_loss: 0.0311784 | Time: 2146.2 ms [2022-04-10 23:30:19 main:574] : INFO : Epoch 1845 | loss: 0.0311278 | val_loss: 0.0311754 | Time: 2024.42 ms [2022-04-10 23:30:21 main:574] : INFO : Epoch 1846 | loss: 0.0311302 | val_loss: 0.0311682 | Time: 2151.89 ms [2022-04-10 23:30:23 main:574] : INFO : Epoch 1847 | loss: 0.0311266 | val_loss: 0.0311756 | Time: 2001.75 ms [2022-04-10 23:30:25 main:574] : INFO : Epoch 1848 | loss: 0.0311249 | val_loss: 0.0311764 | Time: 2103.39 ms [2022-04-10 23:30:27 main:574] : INFO : Epoch 1849 | loss: 0.0311234 | val_loss: 0.0311808 | Time: 2096.75 ms [2022-04-10 23:30:29 main:574] : INFO : Epoch 1850 | loss: 0.0311233 | val_loss: 0.0311796 | Time: 2228.76 ms [2022-04-10 23:30:32 main:574] : INFO : Epoch 1851 | loss: 0.031122 | val_loss: 0.0311765 | Time: 2036.54 ms [2022-04-10 23:30:34 main:574] : INFO : Epoch 1852 | loss: 0.0311229 | val_loss: 0.0311766 | Time: 2199.53 ms [2022-04-10 23:30:36 main:574] : INFO : Epoch 1853 | loss: 0.0311222 | val_loss: 0.0311758 | Time: 1966.03 ms [2022-04-10 23:30:38 main:574] : INFO : Epoch 1854 | loss: 0.0311236 | val_loss: 0.0311729 | Time: 2173.15 ms [2022-04-10 23:30:40 main:574] : INFO : Epoch 1855 | loss: 0.031125 | val_loss: 0.031175 | Time: 2012.95 ms [2022-04-10 23:30:42 main:574] : INFO : Epoch 1856 | loss: 0.0311251 | val_loss: 0.0311755 | Time: 2117.31 ms [2022-04-10 23:30:44 main:574] : INFO : Epoch 1857 | loss: 0.0311232 | val_loss: 0.0311808 | Time: 2015.86 ms [2022-04-10 23:30:46 main:574] : INFO : Epoch 1858 | loss: 0.0311229 | val_loss: 0.0311768 | Time: 2061.42 ms [2022-04-10 23:30:48 main:574] : INFO : Epoch 1859 | loss: 0.0311235 | val_loss: 0.0311814 | Time: 2023.94 ms [2022-04-10 23:30:50 main:574] : INFO : Epoch 1860 | loss: 0.0311224 | val_loss: 0.0311912 | Time: 2172.25 ms [2022-04-10 23:30:52 main:574] : INFO : Epoch 1861 | loss: 0.0311307 | val_loss: 0.031183 | Time: 2085.11 ms [2022-04-10 23:30:55 main:574] : INFO : Epoch 1862 | loss: 0.0311224 | val_loss: 0.0311748 | Time: 2191.47 ms [2022-04-10 23:30:57 main:574] : INFO : Epoch 1863 | loss: 0.0311236 | val_loss: 0.0311803 | Time: 2072.29 ms [2022-04-10 23:30:59 main:574] : INFO : Epoch 1864 | loss: 0.0311223 | val_loss: 0.0311821 | Time: 2149.54 ms [2022-04-10 23:31:01 main:574] : INFO : Epoch 1865 | loss: 0.0311251 | val_loss: 0.031184 | Time: 2004.04 ms [2022-04-10 23:31:03 main:574] : INFO : Epoch 1866 | loss: 0.0311301 | val_loss: 0.0311734 | Time: 2149.34 ms [2022-04-10 23:31:05 main:574] : INFO : Epoch 1867 | loss: 0.0311322 | val_loss: 0.0311774 | Time: 2012.09 ms [2022-04-10 23:31:07 main:574] : INFO : Epoch 1868 | loss: 0.03114 | val_loss: 0.0311778 | Time: 2106.05 ms [2022-04-10 23:31:09 main:574] : INFO : Epoch 1869 | loss: 0.0311333 | val_loss: 0.0311726 | Time: 2023.2 ms [2022-04-10 23:31:11 main:574] : INFO : Epoch 1870 | loss: 0.03113 | val_loss: 0.0311725 | Time: 2053.69 ms [2022-04-10 23:31:13 main:574] : INFO : Epoch 1871 | loss: 0.0311254 | val_loss: 0.0311683 | Time: 1999.26 ms [2022-04-10 23:31:15 main:574] : INFO : Epoch 1872 | loss: 0.0311254 | val_loss: 0.0311718 | Time: 2052.87 ms [2022-04-10 23:31:17 main:574] : INFO : Epoch 1873 | loss: 0.031125 | val_loss: 0.0311714 | Time: 2044.88 ms [2022-04-10 23:31:19 main:574] : INFO : Epoch 1874 | loss: 0.0311264 | val_loss: 0.0311792 | Time: 1998.26 ms [2022-04-10 23:31:21 main:574] : INFO : Epoch 1875 | loss: 0.0311361 | val_loss: 0.0311744 | Time: 1992.51 ms [2022-04-10 23:31:23 main:574] : INFO : Epoch 1876 | loss: 0.0311381 | val_loss: 0.0311725 | Time: 2045.78 ms [2022-04-10 23:31:25 main:574] : INFO : Epoch 1877 | loss: 0.0311361 | val_loss: 0.031173 | Time: 2068.92 ms [2022-04-10 23:31:27 main:574] : INFO : Epoch 1878 | loss: 0.0311346 | val_loss: 0.03118 | Time: 2037.13 ms [2022-04-10 23:31:30 main:574] : INFO : Epoch 1879 | loss: 0.0311291 | val_loss: 0.0311793 | Time: 2153.57 ms [2022-04-10 23:31:32 main:574] : INFO : Epoch 1880 | loss: 0.0311309 | val_loss: 0.0311791 | Time: 2069.6 ms [2022-04-10 23:31:34 main:574] : INFO : Epoch 1881 | loss: 0.031131 | val_loss: 0.0311797 | Time: 2081.15 ms [2022-04-10 23:31:36 main:574] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311701 | Time: 2071.47 ms [2022-04-10 23:31:38 main:574] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311743 | Time: 2028.34 ms [2022-04-10 23:31:40 main:574] : INFO : Epoch 1884 | loss: 0.0311286 | val_loss: 0.0311701 | Time: 2040.42 ms [2022-04-10 23:31:42 main:574] : INFO : Epoch 1885 | loss: 0.0311312 | val_loss: 0.0311779 | Time: 2075.27 ms [2022-04-10 23:31:44 main:574] : INFO : Epoch 1886 | loss: 0.0311272 | val_loss: 0.0311733 | Time: 2036.84 ms [2022-04-10 23:31:46 main:574] : INFO : Epoch 1887 | loss: 0.0311265 | val_loss: 0.0311772 | Time: 2068.96 ms [2022-04-10 23:31:48 main:574] : INFO : Epoch 1888 | loss: 0.0311266 | val_loss: 0.0311818 | Time: 2180.9 ms [2022-04-10 23:31:50 main:574] : INFO : Epoch 1889 | loss: 0.0311267 | val_loss: 0.0311779 | Time: 2140.35 ms [2022-04-10 23:31:53 main:574] : INFO : Epoch 1890 | loss: 0.0311235 | val_loss: 0.0311791 | Time: 2083.39 ms [2022-04-10 23:31:55 main:574] : INFO : Epoch 1891 | loss: 0.0311246 | val_loss: 0.0311896 | Time: 2065.41 ms [2022-04-10 23:31:57 main:574] : INFO : Epoch 1892 | loss: 0.0311261 | val_loss: 0.0311832 | Time: 2111.92 ms [2022-04-10 23:31:59 main:574] : INFO : Epoch 1893 | loss: 0.0311352 | val_loss: 0.0311888 | Time: 2049 ms [2022-04-10 23:32:01 main:574] : INFO : Epoch 1894 | loss: 0.0311301 | val_loss: 0.0311809 | Time: 2069.91 ms [2022-04-10 23:32:03 main:574] : INFO : Epoch 1895 | loss: 0.0311264 | val_loss: 0.0311817 | Time: 2069.43 ms [2022-04-10 23:32:05 main:574] : INFO : Epoch 1896 | loss: 0.031128 | val_loss: 0.0311889 | Time: 2005.41 ms [2022-04-10 23:32:07 main:574] : INFO : Epoch 1897 | loss: 0.0311366 | val_loss: 0.0311888 | Time: 2004.09 ms [2022-04-10 23:32:09 main:574] : INFO : Epoch 1898 | loss: 0.0311294 | val_loss: 0.0311859 | Time: 2016.47 ms [2022-04-10 23:32:11 main:574] : INFO : Epoch 1899 | loss: 0.0311259 | val_loss: 0.0311764 | Time: 2106.75 ms [2022-04-10 23:32:13 main:574] : INFO : Epoch 1900 | loss: 0.0311273 | val_loss: 0.0311767 | Time: 2040.31 ms [2022-04-10 23:32:15 main:574] : INFO : Epoch 1901 | loss: 0.0311329 | val_loss: 0.0311857 | Time: 2094.08 ms [2022-04-10 23:32:17 main:574] : INFO : Epoch 1902 | loss: 0.0311297 | val_loss: 0.0311894 | Time: 2015.66 ms [2022-04-10 23:32:19 main:574] : INFO : Epoch 1903 | loss: 0.031125 | val_loss: 0.0311769 | Time: 2069.64 ms [2022-04-10 23:32:21 main:574] : INFO : Epoch 1904 | loss: 0.0311268 | val_loss: 0.0311736 | Time: 2055.19 ms [2022-04-10 23:32:24 main:574] : INFO : Epoch 1905 | loss: 0.0311255 | val_loss: 0.0311718 | Time: 2124.71 ms [2022-04-10 23:32:26 main:574] : INFO : Epoch 1906 | loss: 0.0311256 | val_loss: 0.0311913 | Time: 1985.25 ms [2022-04-10 23:32:28 main:574] : INFO : Epoch 1907 | loss: 0.0311249 | val_loss: 0.0311755 | Time: 2114.92 ms [2022-04-10 23:32:30 main:574] : INFO : Epoch 1908 | loss: 0.031126 | val_loss: 0.0311784 | Time: 2078.45 ms [2022-04-10 23:32:32 main:574] : INFO : Epoch 1909 | loss: 0.0311283 | val_loss: 0.0311911 | Time: 2059.7 ms [2022-04-10 23:32:34 main:574] : INFO : Epoch 1910 | loss: 0.0311275 | val_loss: 0.031181 | Time: 2069.16 ms [2022-04-10 23:32:36 main:574] : INFO : Epoch 1911 | loss: 0.0311328 | val_loss: 0.0311766 | Time: 2103.98 ms [2022-04-10 23:32:38 main:574] : INFO : Epoch 1912 | loss: 0.0311296 | val_loss: 0.0311778 | Time: 2081 ms [2022-04-10 23:32:40 main:574] : INFO : Epoch 1913 | loss: 0.0311298 | val_loss: 0.031175 | Time: 2014.5 ms [2022-04-10 23:32:42 main:574] : INFO : Epoch 1914 | loss: 0.0311293 | val_loss: 0.0311766 | Time: 2039.56 ms [2022-04-10 23:32:44 main:574] : INFO : Epoch 1915 | loss: 0.0311318 | val_loss: 0.0311775 | Time: 2048.26 ms [2022-04-10 23:32:46 main:574] : INFO : Epoch 1916 | loss: 0.0311317 | val_loss: 0.0311818 | Time: 2053.54 ms [2022-04-10 23:32:48 main:574] : INFO : Epoch 1917 | loss: 0.031127 | val_loss: 0.0311734 | Time: 2036.31 ms [2022-04-10 23:32:50 main:574] : INFO : Epoch 1918 | loss: 0.0311235 | val_loss: 0.0311747 | Time: 2052.17 ms [2022-04-10 23:32:52 main:574] : INFO : Epoch 1919 | loss: 0.0311284 | val_loss: 0.0311738 | Time: 2047.44 ms [2022-04-10 23:32:54 main:574] : INFO : Epoch 1920 | loss: 0.031123 | val_loss: 0.0311765 | Time: 2031 ms [2022-04-10 23:32:57 main:574] : INFO : Epoch 1921 | loss: 0.0311268 | val_loss: 0.0311767 | Time: 2061.04 ms [2022-04-10 23:32:59 main:574] : INFO : Epoch 1922 | loss: 0.0311241 | val_loss: 0.0311931 | Time: 2037.92 ms [2022-04-10 23:33:01 main:574] : INFO : Epoch 1923 | loss: 0.0311206 | val_loss: 0.0311847 | Time: 2082.48 ms [2022-04-10 23:33:03 main:574] : INFO : Epoch 1924 | loss: 0.0311195 | val_loss: 0.0311851 | Time: 2027.37 ms [2022-04-10 23:33:05 main:574] : INFO : Epoch 1925 | loss: 0.0311271 | val_loss: 0.0311766 | Time: 2095.92 ms [2022-04-10 23:33:07 main:574] : INFO : Epoch 1926 | loss: 0.03113 | val_loss: 0.0311814 | Time: 2009.57 ms [2022-04-10 23:33:09 main:574] : INFO : Epoch 1927 | loss: 0.0311278 | val_loss: 0.0311803 | Time: 2085.73 ms [2022-04-10 23:33:11 main:574] : INFO : Epoch 1928 | loss: 0.0311295 | val_loss: 0.031176 | Time: 2021.94 ms [2022-04-10 23:33:13 main:574] : INFO : Epoch 1929 | loss: 0.0311324 | val_loss: 0.0311697 | Time: 2039.47 ms [2022-04-10 23:33:15 main:574] : INFO : Epoch 1930 | loss: 0.0311296 | val_loss: 0.0311778 | Time: 2055.68 ms [2022-04-10 23:33:17 main:574] : INFO : Epoch 1931 | loss: 0.0311299 | val_loss: 0.0311776 | Time: 2060.95 ms [2022-04-10 23:33:19 main:574] : INFO : Epoch 1932 | loss: 0.0311248 | val_loss: 0.0311761 | Time: 2054.56 ms [2022-04-10 23:33:21 main:574] : INFO : Epoch 1933 | loss: 0.0311253 | val_loss: 0.0311735 | Time: 2074.05 ms [2022-04-10 23:33:23 main:574] : INFO : Epoch 1934 | loss: 0.0311231 | val_loss: 0.0311827 | Time: 2023.11 ms [2022-04-10 23:33:25 main:574] : INFO : Epoch 1935 | loss: 0.0311216 | val_loss: 0.031178 | Time: 2042.85 ms [2022-04-10 23:33:27 main:574] : INFO : Epoch 1936 | loss: 0.0311221 | val_loss: 0.0311865 | Time: 2059.01 ms [2022-04-10 23:33:29 main:574] : INFO : Epoch 1937 | loss: 0.0311224 | val_loss: 0.0311775 | Time: 1995.7 ms [2022-04-10 23:33:31 main:574] : INFO : Epoch 1938 | loss: 0.0311168 | val_loss: 0.0311802 | Time: 2023.27 ms [2022-04-10 23:33:33 main:574] : INFO : Epoch 1939 | loss: 0.0311216 | val_loss: 0.0311776 | Time: 2089.91 ms [2022-04-10 23:33:36 main:574] : INFO : Epoch 1940 | loss: 0.0311258 | val_loss: 0.0311742 | Time: 2057.24 ms [2022-04-10 23:33:38 main:574] : INFO : Epoch 1941 | loss: 0.0311313 | val_loss: 0.0311747 | Time: 2107.25 ms [2022-04-10 23:33:40 main:574] : INFO : Epoch 1942 | loss: 0.0311258 | val_loss: 0.0311738 | Time: 2045.3 ms [2022-04-10 23:33:42 main:574] : INFO : Epoch 1943 | loss: 0.0311267 | val_loss: 0.0311707 | Time: 2040.78 ms [2022-04-10 23:33:44 main:574] : INFO : Epoch 1944 | loss: 0.031125 | val_loss: 0.0311745 | Time: 2020.37 ms [2022-04-10 23:33:46 main:574] : INFO : Epoch 1945 | loss: 0.0311215 | val_loss: 0.0311768 | Time: 2001.61 ms [2022-04-10 23:33:48 main:574] : INFO : Epoch 1946 | loss: 0.0311205 | val_loss: 0.0311768 | Time: 1995.84 ms [2022-04-10 23:33:50 main:574] : INFO : Epoch 1947 | loss: 0.0311196 | val_loss: 0.0311714 | Time: 2036.35 ms [2022-04-10 23:33:52 main:574] : INFO : Epoch 1948 | loss: 0.0311174 | val_loss: 0.0311789 | Time: 2097.82 ms [2022-04-10 23:33:54 main:574] : INFO : Epoch 1949 | loss: 0.0311196 | val_loss: 0.0311777 | Time: 2060.19 ms [2022-04-10 23:33:56 main:574] : INFO : Epoch 1950 | loss: 0.0311231 | val_loss: 0.0311801 | Time: 2076.38 ms [2022-04-10 23:33:58 main:574] : INFO : Epoch 1951 | loss: 0.031122 | val_loss: 0.0311742 | Time: 2092.85 ms [2022-04-10 23:34:00 main:574] : INFO : Epoch 1952 | loss: 0.0311216 | val_loss: 0.0311821 | Time: 2142.28 ms [2022-04-10 23:34:02 main:574] : INFO : Epoch 1953 | loss: 0.0311244 | val_loss: 0.031184 | Time: 2036.6 ms [2022-04-10 23:34:04 main:574] : INFO : Epoch 1954 | loss: 0.0311248 | val_loss: 0.0311817 | Time: 2131.66 ms [2022-04-10 23:34:07 main:574] : INFO : Epoch 1955 | loss: 0.0311238 | val_loss: 0.0311855 | Time: 2030.64 ms [2022-04-10 23:34:09 main:574] : INFO : Epoch 1956 | loss: 0.0311231 | val_loss: 0.0311824 | Time: 2071.4 ms [2022-04-10 23:34:11 main:574] : INFO : Epoch 1957 | loss: 0.0311278 | val_loss: 0.0311815 | Time: 2082.43 ms [2022-04-10 23:34:13 main:574] : INFO : Epoch 1958 | loss: 0.0311329 | val_loss: 0.0311746 | Time: 2227.09 ms [2022-04-10 23:34:15 main:574] : INFO : Epoch 1959 | loss: 0.0311278 | val_loss: 0.0311718 | Time: 2081.49 ms [2022-04-10 23:34:17 main:574] : INFO : Epoch 1960 | loss: 0.0311232 | val_loss: 0.0311789 | Time: 2097.46 ms [2022-04-10 23:34:19 main:574] : INFO : Epoch 1961 | loss: 0.0311213 | val_loss: 0.0311778 | Time: 2123.94 ms [2022-04-10 23:34:21 main:574] : INFO : Epoch 1962 | loss: 0.0311259 | val_loss: 0.0311847 | Time: 2073.48 ms [2022-04-10 23:34:23 main:574] : INFO : Epoch 1963 | loss: 0.0311248 | val_loss: 0.0311723 | Time: 2181.73 ms [2022-04-10 23:34:26 main:574] : INFO : Epoch 1964 | loss: 0.031119 | val_loss: 0.0311789 | Time: 2022.69 ms [2022-04-10 23:34:28 main:574] : INFO : Epoch 1965 | loss: 0.0311181 | val_loss: 0.031183 | Time: 2105.18 ms [2022-04-10 23:34:30 main:574] : INFO : Epoch 1966 | loss: 0.0311221 | val_loss: 0.0311829 | Time: 1993.25 ms [2022-04-10 23:34:32 main:574] : INFO : Epoch 1967 | loss: 0.0311215 | val_loss: 0.0311757 | Time: 2193.67 ms [2022-04-10 23:34:34 main:574] : INFO : Epoch 1968 | loss: 0.0311223 | val_loss: 0.0311735 | Time: 1993.28 ms [2022-04-10 23:34:36 main:574] : INFO : Epoch 1969 | loss: 0.0311203 | val_loss: 0.0311869 | Time: 2183.44 ms [2022-04-10 23:34:38 main:574] : INFO : Epoch 1970 | loss: 0.031121 | val_loss: 0.0311784 | Time: 2080.55 ms [2022-04-10 23:34:40 main:574] : INFO : Epoch 1971 | loss: 0.0311176 | val_loss: 0.0311794 | Time: 2093.31 ms [2022-04-10 23:34:42 main:574] : INFO : Epoch 1972 | loss: 0.0311206 | val_loss: 0.0311784 | Time: 2088.76 ms [2022-04-10 23:34:44 main:574] : INFO : Epoch 1973 | loss: 0.0311175 | val_loss: 0.0311814 | Time: 2140.17 ms [2022-04-10 23:34:47 main:574] : INFO : Epoch 1974 | loss: 0.0311205 | val_loss: 0.0311819 | Time: 2069.5 ms [2022-04-10 23:34:49 main:574] : INFO : Epoch 1975 | loss: 0.0311193 | val_loss: 0.0311795 | Time: 2094.32 ms [2022-04-10 23:34:51 main:574] : INFO : Epoch 1976 | loss: 0.0311207 | val_loss: 0.0311818 | Time: 2057.31 ms [2022-04-10 23:34:53 main:574] : INFO : Epoch 1977 | loss: 0.0311236 | val_loss: 0.0311808 | Time: 2041.7 ms [2022-04-10 23:34:55 main:574] : INFO : Epoch 1978 | loss: 0.0311188 | val_loss: 0.0311821 | Time: 2053.12 ms [2022-04-10 23:34:57 main:574] : INFO : Epoch 1979 | loss: 0.0311191 | val_loss: 0.0311768 | Time: 2175.33 ms [2022-04-10 23:34:59 main:574] : INFO : Epoch 1980 | loss: 0.031115 | val_loss: 0.0311792 | Time: 2070.68 ms [2022-04-10 23:35:01 main:574] : INFO : Epoch 1981 | loss: 0.031115 | val_loss: 0.0311827 | Time: 2114.55 ms [2022-04-10 23:35:03 main:574] : INFO : Epoch 1982 | loss: 0.0311215 | val_loss: 0.0311752 | Time: 2169.1 ms [2022-04-10 23:35:06 main:574] : INFO : Epoch 1983 | loss: 0.0311304 | val_loss: 0.0311747 | Time: 2195.03 ms [2022-04-10 23:35:08 main:574] : INFO : Epoch 1984 | loss: 0.0311302 | val_loss: 0.031168 | Time: 2064.17 ms [2022-04-10 23:35:10 main:574] : INFO : Epoch 1985 | loss: 0.0311298 | val_loss: 0.0311715 | Time: 2049.34 ms [2022-04-10 23:35:12 main:574] : INFO : Epoch 1986 | loss: 0.0311276 | val_loss: 0.0311841 | Time: 2136.24 ms [2022-04-10 23:35:14 main:574] : INFO : Epoch 1987 | loss: 0.0311319 | val_loss: 0.0311851 | Time: 2014.48 ms [2022-04-10 23:35:16 main:574] : INFO : Epoch 1988 | loss: 0.0311315 | val_loss: 0.0311774 | Time: 2081.47 ms [2022-04-10 23:35:18 main:574] : INFO : Epoch 1989 | loss: 0.0311335 | val_loss: 0.0311698 | Time: 2076.47 ms [2022-04-10 23:35:20 main:574] : INFO : Epoch 1990 | loss: 0.0311306 | val_loss: 0.0311791 | Time: 2057.43 ms [2022-04-10 23:35:22 main:574] : INFO : Epoch 1991 | loss: 0.0311286 | val_loss: 0.0311841 | Time: 2070.33 ms [2022-04-10 23:35:24 main:574] : INFO : Epoch 1992 | loss: 0.0311245 | val_loss: 0.0311744 | Time: 2073.86 ms [2022-04-10 23:35:26 main:574] : INFO : Epoch 1993 | loss: 0.0311241 | val_loss: 0.0311876 | Time: 2019.61 ms [2022-04-10 23:35:28 main:574] : INFO : Epoch 1994 | loss: 0.0311269 | val_loss: 0.0311793 | Time: 2198.8 ms [2022-04-10 23:35:31 main:574] : INFO : Epoch 1995 | loss: 0.0311225 | val_loss: 0.0311868 | Time: 2085.93 ms [2022-04-10 23:35:33 main:574] : INFO : Epoch 1996 | loss: 0.0311259 | val_loss: 0.0311788 | Time: 2001.35 ms [2022-04-10 23:35:35 main:574] : INFO : Epoch 1997 | loss: 0.0311221 | val_loss: 0.0311792 | Time: 2129.84 ms [2022-04-10 23:35:37 main:574] : INFO : Epoch 1998 | loss: 0.0311227 | val_loss: 0.0311805 | Time: 2051.37 ms [2022-04-10 23:35:39 main:574] : INFO : Epoch 1999 | loss: 0.0311247 | val_loss: 0.0311845 | Time: 2088.06 ms [2022-04-10 23:35:41 main:574] : INFO : Epoch 2000 | loss: 0.0311196 | val_loss: 0.0311848 | Time: 2056.26 ms [2022-04-10 23:35:43 main:574] : INFO : Epoch 2001 | loss: 0.0311162 | val_loss: 0.0311823 | Time: 2207 ms [2022-04-10 23:35:45 main:574] : INFO : Epoch 2002 | loss: 0.0311187 | val_loss: 0.0311925 | Time: 2008.87 ms [2022-04-10 23:35:47 main:574] : INFO : Epoch 2003 | loss: 0.0311241 | val_loss: 0.0311872 | Time: 2154.2 ms [2022-04-10 23:35:49 main:574] : INFO : Epoch 2004 | loss: 0.0311189 | val_loss: 0.0311919 | Time: 2043.54 ms [2022-04-10 23:35:52 main:574] : INFO : Epoch 2005 | loss: 0.0311164 | val_loss: 0.0311811 | Time: 2213.19 ms [2022-04-10 23:35:54 main:574] : INFO : Epoch 2006 | loss: 0.0311152 | val_loss: 0.0311821 | Time: 2095.66 ms [2022-04-10 23:35:56 main:574] : INFO : Epoch 2007 | loss: 0.0311176 | val_loss: 0.0311891 | Time: 2060.31 ms [2022-04-10 23:35:58 main:574] : INFO : Epoch 2008 | loss: 0.0311162 | val_loss: 0.0311846 | Time: 2222.62 ms [2022-04-10 23:36:00 main:574] : INFO : Epoch 2009 | loss: 0.0311139 | val_loss: 0.0311778 | Time: 2098.91 ms [2022-04-10 23:36:02 main:574] : INFO : Epoch 2010 | loss: 0.0311152 | val_loss: 0.0311858 | Time: 2002.91 ms [2022-04-10 23:36:05 main:574] : INFO : Epoch 2011 | loss: 0.0311136 | val_loss: 0.0311878 | Time: 2030.4 ms [2022-04-10 23:36:07 main:574] : INFO : Epoch 2012 | loss: 0.0311172 | val_loss: 0.0311851 | Time: 2147.48 ms [2022-04-10 23:36:09 main:574] : INFO : Epoch 2013 | loss: 0.031122 | val_loss: 0.0311884 | Time: 2069.88 ms [2022-04-10 23:36:11 main:574] : INFO : Epoch 2014 | loss: 0.0311179 | val_loss: 0.0311855 | Time: 2037.38 ms [2022-04-10 23:36:13 main:574] : INFO : Epoch 2015 | loss: 0.0311191 | val_loss: 0.0311751 | Time: 2152.19 ms [2022-04-10 23:36:15 main:574] : INFO : Epoch 2016 | loss: 0.0311223 | val_loss: 0.0311735 | Time: 2128.28 ms [2022-04-10 23:36:17 main:574] : INFO : Epoch 2017 | loss: 0.0311391 | val_loss: 0.0311755 | Time: 1980.15 ms [2022-04-10 23:36:19 main:574] : INFO : Epoch 2018 | loss: 0.0311463 | val_loss: 0.0311729 | Time: 2069.26 ms [2022-04-10 23:36:21 main:574] : INFO : Epoch 2019 | loss: 0.0311451 | val_loss: 0.0311732 | Time: 2075 ms [2022-04-10 23:36:23 main:574] : INFO : Epoch 2020 | loss: 0.0311423 | val_loss: 0.0311772 | Time: 2167.23 ms [2022-04-10 23:36:25 main:574] : INFO : Epoch 2021 | loss: 0.0311371 | val_loss: 0.0311798 | Time: 2044.61 ms [2022-04-10 23:36:28 main:574] : INFO : Epoch 2022 | loss: 0.0311342 | val_loss: 0.0311756 | Time: 2138.49 ms [2022-04-10 23:36:30 main:574] : INFO : Epoch 2023 | loss: 0.0311329 | val_loss: 0.0311761 | Time: 2047.14 ms [2022-04-10 23:36:32 main:574] : INFO : Epoch 2024 | loss: 0.0311348 | val_loss: 0.0311723 | Time: 2072.44 ms [2022-04-10 23:36:34 main:574] : INFO : Epoch 2025 | loss: 0.0311369 | val_loss: 0.0311743 | Time: 2062.89 ms [2022-04-10 23:36:36 main:574] : INFO : Epoch 2026 | loss: 0.0311373 | val_loss: 0.0311758 | Time: 2219.24 ms [2022-04-10 23:36:38 main:574] : INFO : Epoch 2027 | loss: 0.0311354 | val_loss: 0.0311722 | Time: 2083.15 ms [2022-04-10 23:36:40 main:574] : INFO : Epoch 2028 | loss: 0.0311347 | val_loss: 0.03117 | Time: 2080.4 ms [2022-04-10 23:36:42 main:574] : INFO : Epoch 2029 | loss: 0.0311389 | val_loss: 0.0311727 | Time: 2083.73 ms [2022-04-10 23:36:44 main:574] : INFO : Epoch 2030 | loss: 0.0311316 | val_loss: 0.0311671 | Time: 2047.08 ms [2022-04-10 23:36:46 main:574] : INFO : Epoch 2031 | loss: 0.031133 | val_loss: 0.0311857 | Time: 2128.46 ms [2022-04-10 23:36:49 main:574] : INFO : Epoch 2032 | loss: 0.0311295 | val_loss: 0.0311867 | Time: 2089.24 ms [2022-04-10 23:36:51 main:574] : INFO : Epoch 2033 | loss: 0.0311264 | val_loss: 0.0311784 | Time: 2046.59 ms [2022-04-10 23:36:53 main:574] : INFO : Epoch 2034 | loss: 0.0311231 | val_loss: 0.0311765 | Time: 2046.66 ms [2022-04-10 23:36:55 main:574] : INFO : Epoch 2035 | loss: 0.0311246 | val_loss: 0.0311688 | Time: 2110.89 ms [2022-04-10 23:36:57 main:574] : INFO : Epoch 2036 | loss: 0.0311252 | val_loss: 0.0311743 | Time: 2128.39 ms [2022-04-10 23:36:59 main:574] : INFO : Epoch 2037 | loss: 0.0311264 | val_loss: 0.0311731 | Time: 2065.88 ms [2022-04-10 23:37:01 main:574] : INFO : Epoch 2038 | loss: 0.0311249 | val_loss: 0.0311761 | Time: 2124.18 ms [2022-04-10 23:37:03 main:574] : INFO : Epoch 2039 | loss: 0.0311219 | val_loss: 0.0311725 | Time: 1998.35 ms [2022-04-10 23:37:05 main:574] : INFO : Epoch 2040 | loss: 0.0311229 | val_loss: 0.0311798 | Time: 2093.32 ms [2022-04-10 23:37:07 main:574] : INFO : Epoch 2041 | loss: 0.0311298 | val_loss: 0.0311821 | Time: 2048.54 ms [2022-04-10 23:37:09 main:574] : INFO : Epoch 2042 | loss: 0.0311302 | val_loss: 0.031176 | Time: 2143.38 ms [2022-04-10 23:37:11 main:574] : INFO : Epoch 2043 | loss: 0.0311303 | val_loss: 0.0311665 | Time: 2039.07 ms [2022-04-10 23:37:13 main:574] : INFO : Epoch 2044 | loss: 0.0311415 | val_loss: 0.0311745 | Time: 2057.69 ms [2022-04-10 23:37:16 main:574] : INFO : Epoch 2045 | loss: 0.0311341 | val_loss: 0.031169 | Time: 2060.39 ms [2022-04-10 23:37:18 main:574] : INFO : Epoch 2046 | loss: 0.0311316 | val_loss: 0.0311688 | Time: 2071.28 ms [2022-04-10 23:37:20 main:574] : INFO : Epoch 2047 | loss: 0.0311347 | val_loss: 0.0311743 | Time: 2152.65 ms [2022-04-10 23:37:22 main:574] : INFO : Epoch 2048 | loss: 0.031136 | val_loss: 0.0311679 | Time: 2086.57 ms [2022-04-10 23:37:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2022-04-10 23:37:22 main:603] : INFO : Saving end state to config to file [2022-04-10 23:37:22 main:608] : INFO : Success, exiting.. 23:37:22 (14744): 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)