Task 9129281
| Name | ParityModified-1636226245-32736-2-0_0 |
| Workunit | 6570566 |
| Created | 23 Nov 2021, 8:38:06 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 21:36:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 9 sec |
| CPU time | 1 hours 15 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311406 | val_loss: 0.0311624 | Time: 2210.88 ms [2021-11-28 22:17:43 main:574] : INFO : Epoch 1543 | loss: 0.0311434 | val_loss: 0.0311652 | Time: 2229.16 ms [2021-11-28 22:17:46 main:574] : INFO : Epoch 1544 | loss: 0.0311408 | val_loss: 0.0311627 | Time: 2239.43 ms [2021-11-28 22:17:48 main:574] : INFO : Epoch 1545 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 2228.56 ms [2021-11-28 22:17:50 main:574] : INFO : Epoch 1546 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 2217.88 ms [2021-11-28 22:17:52 main:574] : INFO : Epoch 1547 | loss: 0.0311391 | val_loss: 0.0311597 | Time: 2208.75 ms [2021-11-28 22:17:54 main:574] : INFO : Epoch 1548 | loss: 0.0311387 | val_loss: 0.0311621 | Time: 2206.7 ms [2021-11-28 22:17:57 main:574] : INFO : Epoch 1549 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 2202.14 ms [2021-11-28 22:17:59 main:574] : INFO : Epoch 1550 | loss: 0.0311416 | val_loss: 0.0311649 | Time: 2215.67 ms [2021-11-28 22:18:01 main:574] : INFO : Epoch 1551 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 2231.41 ms [2021-11-28 22:18:03 main:574] : INFO : Epoch 1552 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 2232.22 ms [2021-11-28 22:18:06 main:574] : INFO : Epoch 1553 | loss: 0.0311467 | val_loss: 0.0311662 | Time: 2201.15 ms [2021-11-28 22:18:08 main:574] : INFO : Epoch 1554 | loss: 0.0311483 | val_loss: 0.0311655 | Time: 2229.31 ms [2021-11-28 22:18:10 main:574] : INFO : Epoch 1555 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 2225.03 ms [2021-11-28 22:18:12 main:574] : INFO : Epoch 1556 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 2219.17 ms [2021-11-28 22:18:14 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311644 | Time: 2203.49 ms [2021-11-28 22:18:17 main:574] : INFO : Epoch 1558 | loss: 0.0311408 | val_loss: 0.0311607 | Time: 2231.85 ms [2021-11-28 22:18:19 main:574] : INFO : Epoch 1559 | loss: 0.03114 | val_loss: 0.0311623 | Time: 2205.54 ms [2021-11-28 22:18:21 main:574] : INFO : Epoch 1560 | loss: 0.0311381 | val_loss: 0.0311649 | Time: 2227.38 ms [2021-11-28 22:18:23 main:574] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 2229.29 ms [2021-11-28 22:18:26 main:574] : INFO : Epoch 1562 | loss: 0.0311385 | val_loss: 0.0311599 | Time: 2229.7 ms [2021-11-28 22:18:28 main:574] : INFO : Epoch 1563 | loss: 0.0311382 | val_loss: 0.0311615 | Time: 2220.8 ms [2021-11-28 22:18:30 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.0311602 | Time: 2216.36 ms [2021-11-28 22:18:32 main:574] : INFO : Epoch 1565 | loss: 0.0311382 | val_loss: 0.0311625 | Time: 2204.39 ms [2021-11-28 22:18:34 main:574] : INFO : Epoch 1566 | loss: 0.0311426 | val_loss: 0.031171 | Time: 2217.43 ms [2021-11-28 22:18:37 main:574] : INFO : Epoch 1567 | loss: 0.0311611 | val_loss: 0.0311668 | Time: 2236.2 ms [2021-11-28 22:18:39 main:574] : INFO : Epoch 1568 | loss: 0.0311645 | val_loss: 0.0311643 | Time: 2230.9 ms [2021-11-28 22:18:41 main:574] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.0311656 | Time: 2227.53 ms [2021-11-28 22:18:43 main:574] : INFO : Epoch 1570 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 2237.97 ms [2021-11-28 22:18:46 main:574] : INFO : Epoch 1571 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 2221.21 ms [2021-11-28 22:18:48 main:574] : INFO : Epoch 1572 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 2187.8 ms [2021-11-28 22:18:50 main:574] : INFO : Epoch 1573 | loss: 0.0311542 | val_loss: 0.0311636 | Time: 2205.56 ms [2021-11-28 22:18:52 main:574] : INFO : Epoch 1574 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 2206.5 ms [2021-11-28 22:18:54 main:574] : INFO : Epoch 1575 | loss: 0.0311504 | val_loss: 0.0311611 | Time: 2225.85 ms [2021-11-28 22:18:57 main:574] : INFO : Epoch 1576 | loss: 0.0311506 | val_loss: 0.0311607 | Time: 2206.68 ms [2021-11-28 22:18:59 main:574] : INFO : Epoch 1577 | loss: 0.0311508 | val_loss: 0.0311586 | Time: 2208.55 ms [2021-11-28 22:19:01 main:574] : INFO : Epoch 1578 | loss: 0.0311501 | val_loss: 0.0311585 | Time: 2231.39 ms [2021-11-28 22:19:03 main:574] : INFO : Epoch 1579 | loss: 0.0311489 | val_loss: 0.03116 | Time: 2209.13 ms [2021-11-28 22:19:06 main:574] : INFO : Epoch 1580 | loss: 0.031148 | val_loss: 0.0311595 | Time: 2203.02 ms [2021-11-28 22:19:08 main:574] : INFO : Epoch 1581 | loss: 0.0311455 | val_loss: 0.0311583 | Time: 2190.84 ms [2021-11-28 22:19:10 main:574] : INFO : Epoch 1582 | loss: 0.0311465 | val_loss: 0.0311596 | Time: 2202.99 ms [2021-11-28 22:19:12 main:574] : INFO : Epoch 1583 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 2218.17 ms [2021-11-28 22:19:14 main:574] : INFO : Epoch 1584 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 2218.91 ms [2021-11-28 22:19:17 main:574] : INFO : Epoch 1585 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 2209.94 ms [2021-11-28 22:19:19 main:574] : INFO : Epoch 1586 | loss: 0.0311462 | val_loss: 0.0311612 | Time: 2227.84 ms [2021-11-28 22:19:21 main:574] : INFO : Epoch 1587 | loss: 0.0311437 | val_loss: 0.0311589 | Time: 2218.5 ms [2021-11-28 22:19:23 main:574] : INFO : Epoch 1588 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 2231.76 ms [2021-11-28 22:19:25 main:574] : INFO : Epoch 1589 | loss: 0.0311465 | val_loss: 0.0311575 | Time: 2215.98 ms [2021-11-28 22:19:28 main:574] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311582 | Time: 2243.06 ms [2021-11-28 22:19:30 main:574] : INFO : Epoch 1591 | loss: 0.031146 | val_loss: 0.0311588 | Time: 2223.46 ms [2021-11-28 22:19:32 main:574] : INFO : Epoch 1592 | loss: 0.0311456 | val_loss: 0.0311595 | Time: 2208.74 ms [2021-11-28 22:19:34 main:574] : INFO : Epoch 1593 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 2246.1 ms [2021-11-28 22:19:37 main:574] : INFO : Epoch 1594 | loss: 0.0311444 | val_loss: 0.0311569 | Time: 2233.15 ms [2021-11-28 22:19:39 main:574] : INFO : Epoch 1595 | loss: 0.0311447 | val_loss: 0.0311551 | Time: 2205.14 ms [2021-11-28 22:19:41 main:574] : INFO : Epoch 1596 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 2225.24 ms [2021-11-28 22:19:43 main:574] : INFO : Epoch 1597 | loss: 0.0311552 | val_loss: 0.031162 | Time: 2217.13 ms [2021-11-28 22:19:46 main:574] : INFO : Epoch 1598 | loss: 0.0311526 | val_loss: 0.0311585 | Time: 2242.05 ms [2021-11-28 22:19:48 main:574] : INFO : Epoch 1599 | loss: 0.0311477 | val_loss: 0.0311574 | Time: 2220.75 ms [2021-11-28 22:19:50 main:574] : INFO : Epoch 1600 | loss: 0.0311462 | val_loss: 0.0311606 | Time: 2232.59 ms [2021-11-28 22:19:52 main:574] : INFO : Epoch 1601 | loss: 0.0311458 | val_loss: 0.0311584 | Time: 2227.31 ms [2021-11-28 22:19:54 main:574] : INFO : Epoch 1602 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 2231.97 ms [2021-11-28 22:19:57 main:574] : INFO : Epoch 1603 | loss: 0.0311474 | val_loss: 0.0311659 | Time: 2238.87 ms [2021-11-28 22:19:59 main:574] : INFO : Epoch 1604 | loss: 0.0311479 | val_loss: 0.0311606 | Time: 2240.44 ms [2021-11-28 22:20:01 main:574] : INFO : Epoch 1605 | loss: 0.0311468 | val_loss: 0.0311601 | Time: 2236.25 ms [2021-11-28 22:20:03 main:574] : INFO : Epoch 1606 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 2216.82 ms [2021-11-28 22:20:06 main:574] : INFO : Epoch 1607 | loss: 0.0311422 | val_loss: 0.031159 | Time: 2238.01 ms [2021-11-28 22:20:08 main:574] : INFO : Epoch 1608 | loss: 0.0311432 | val_loss: 0.0311574 | Time: 2228.62 ms [2021-11-28 22:20:10 main:574] : INFO : Epoch 1609 | loss: 0.0311457 | val_loss: 0.0311696 | Time: 2211.55 ms [2021-11-28 22:20:12 main:574] : INFO : Epoch 1610 | loss: 0.03115 | val_loss: 0.0311615 | Time: 2227.32 ms [2021-11-28 22:20:15 main:574] : INFO : Epoch 1611 | loss: 0.0311483 | val_loss: 0.0311591 | Time: 2212.18 ms [2021-11-28 22:20:17 main:574] : INFO : Epoch 1612 | loss: 0.0311454 | val_loss: 0.0311595 | Time: 2226.4 ms [2021-11-28 22:20:19 main:574] : INFO : Epoch 1613 | loss: 0.031145 | val_loss: 0.0311615 | Time: 2218.23 ms [2021-11-28 22:20:21 main:574] : INFO : Epoch 1614 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 2213.72 ms [2021-11-28 22:20:23 main:574] : INFO : Epoch 1615 | loss: 0.0311438 | val_loss: 0.0311611 | Time: 2223.82 ms [2021-11-28 22:20:26 main:574] : INFO : Epoch 1616 | loss: 0.0311419 | val_loss: 0.0311604 | Time: 2254.88 ms [2021-11-28 22:20:28 main:574] : INFO : Epoch 1617 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 2209.58 ms [2021-11-28 22:20:30 main:574] : INFO : Epoch 1618 | loss: 0.0311412 | val_loss: 0.0311626 | Time: 2222.26 ms [2021-11-28 22:20:32 main:574] : INFO : Epoch 1619 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 2212.49 ms [2021-11-28 22:20:35 main:574] : INFO : Epoch 1620 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 2216.38 ms [2021-11-28 22:20:37 main:574] : INFO : Epoch 1621 | loss: 0.031143 | val_loss: 0.0311637 | Time: 2237.93 ms [2021-11-28 22:20:39 main:574] : INFO : Epoch 1622 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 2222.05 ms [2021-11-28 22:20:41 main:574] : INFO : Epoch 1623 | loss: 0.031141 | val_loss: 0.0311606 | Time: 2204.55 ms [2021-11-28 22:20:43 main:574] : INFO : Epoch 1624 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 2234.96 ms [2021-11-28 22:20:46 main:574] : INFO : Epoch 1625 | loss: 0.031149 | val_loss: 0.0311598 | Time: 2192.35 ms [2021-11-28 22:20:48 main:574] : INFO : Epoch 1626 | loss: 0.031149 | val_loss: 0.0311597 | Time: 2262.62 ms [2021-11-28 22:20:50 main:574] : INFO : Epoch 1627 | loss: 0.0311452 | val_loss: 0.0311676 | Time: 2232.49 ms [2021-11-28 22:20:52 main:574] : INFO : Epoch 1628 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 2218.98 ms [2021-11-28 22:20:55 main:574] : INFO : Epoch 1629 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 2193.79 ms [2021-11-28 22:20:57 main:574] : INFO : Epoch 1630 | loss: 0.0311556 | val_loss: 0.0311645 | Time: 2230.88 ms [2021-11-28 22:20:59 main:574] : INFO : Epoch 1631 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 2208.48 ms [2021-11-28 22:21:01 main:574] : INFO : Epoch 1632 | loss: 0.0311593 | val_loss: 0.0311637 | Time: 2222.55 ms [2021-11-28 22:21:04 main:574] : INFO : Epoch 1633 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 2218.88 ms [2021-11-28 22:21:06 main:574] : INFO : Epoch 1634 | loss: 0.0311501 | val_loss: 0.031162 | Time: 2221.39 ms [2021-11-28 22:21:08 main:574] : INFO : Epoch 1635 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 2188.68 ms [2021-11-28 22:21:10 main:574] : INFO : Epoch 1636 | loss: 0.031146 | val_loss: 0.031161 | Time: 2237.59 ms [2021-11-28 22:21:12 main:574] : INFO : Epoch 1637 | loss: 0.0311465 | val_loss: 0.0311609 | Time: 2200.51 ms [2021-11-28 22:21:15 main:574] : INFO : Epoch 1638 | loss: 0.0311453 | val_loss: 0.0311665 | Time: 2229.25 ms [2021-11-28 22:21:17 main:574] : INFO : Epoch 1639 | loss: 0.0311473 | val_loss: 0.0311675 | Time: 2198.66 ms [2021-11-28 22:21:19 main:574] : INFO : Epoch 1640 | loss: 0.0311448 | val_loss: 0.0311639 | Time: 2222.88 ms [2021-11-28 22:21:21 main:574] : INFO : Epoch 1641 | loss: 0.031144 | val_loss: 0.0311644 | Time: 2224.55 ms [2021-11-28 22:21:23 main:574] : INFO : Epoch 1642 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 2225.08 ms [2021-11-28 22:21:26 main:574] : INFO : Epoch 1643 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 2227.69 ms [2021-11-28 22:21:28 main:574] : INFO : Epoch 1644 | loss: 0.0311454 | val_loss: 0.0311609 | Time: 2222.07 ms [2021-11-28 22:21:30 main:574] : INFO : Epoch 1645 | loss: 0.031155 | val_loss: 0.0311618 | Time: 2212.29 ms [2021-11-28 22:21:32 main:574] : INFO : Epoch 1646 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 2192.33 ms [2021-11-28 22:21:35 main:574] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 2202.2 ms [2021-11-28 22:21:37 main:574] : INFO : Epoch 1648 | loss: 0.0311499 | val_loss: 0.0311621 | Time: 2254.19 ms [2021-11-28 22:21:39 main:574] : INFO : Epoch 1649 | loss: 0.0311484 | val_loss: 0.0311627 | Time: 2205.63 ms [2021-11-28 22:21:41 main:574] : INFO : Epoch 1650 | loss: 0.0311469 | val_loss: 0.0311648 | Time: 2239.92 ms [2021-11-28 22:21:44 main:574] : INFO : Epoch 1651 | loss: 0.0311481 | val_loss: 0.0311598 | Time: 2532.45 ms [2021-11-28 22:21:46 main:574] : INFO : Epoch 1652 | loss: 0.0311484 | val_loss: 0.0311607 | Time: 2536.67 ms [2021-11-28 22:21:49 main:574] : INFO : Epoch 1653 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 2232.87 ms [2021-11-28 22:21:51 main:574] : INFO : Epoch 1654 | loss: 0.0311486 | val_loss: 0.0311583 | Time: 2224.83 ms [2021-11-28 22:21:53 main:574] : INFO : Epoch 1655 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 2207.37 ms [2021-11-28 22:21:55 main:574] : INFO : Epoch 1656 | loss: 0.031146 | val_loss: 0.0311612 | Time: 2210.41 ms [2021-11-28 22:21:57 main:574] : INFO : Epoch 1657 | loss: 0.031147 | val_loss: 0.0311623 | Time: 2242.36 ms [2021-11-28 22:22:00 main:574] : INFO : Epoch 1658 | loss: 0.0311471 | val_loss: 0.031164 | Time: 2234.45 ms [2021-11-28 22:22:02 main:574] : INFO : Epoch 1659 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 2248.86 ms [2021-11-28 22:22:04 main:574] : INFO : Epoch 1660 | loss: 0.0311461 | val_loss: 0.0311605 | Time: 2197.09 ms [2021-11-28 22:22:06 main:574] : INFO : Epoch 1661 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 2214.22 ms [2021-11-28 22:22:09 main:574] : INFO : Epoch 1662 | loss: 0.0311472 | val_loss: 0.0311598 | Time: 2211.92 ms [2021-11-28 22:22:11 main:574] : INFO : Epoch 1663 | loss: 0.0311464 | val_loss: 0.0311609 | Time: 2248.33 ms [2021-11-28 22:22:13 main:574] : INFO : Epoch 1664 | loss: 0.031144 | val_loss: 0.0311594 | Time: 2213.17 ms [2021-11-28 22:22:15 main:574] : INFO : Epoch 1665 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2249.74 ms [2021-11-28 22:22:18 main:574] : INFO : Epoch 1666 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 2242.33 ms [2021-11-28 22:22:20 main:574] : INFO : Epoch 1667 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 2202.54 ms [2021-11-28 22:22:22 main:574] : INFO : Epoch 1668 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 2215.54 ms [2021-11-28 22:22:24 main:574] : INFO : Epoch 1669 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 2190.14 ms [2021-11-28 22:22:26 main:574] : INFO : Epoch 1670 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 2228.01 ms [2021-11-28 22:22:29 main:574] : INFO : Epoch 1671 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 2199.3 ms [2021-11-28 22:22:31 main:574] : INFO : Epoch 1672 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 2282.18 ms [2021-11-28 22:22:33 main:574] : INFO : Epoch 1673 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 2213.04 ms [2021-11-28 22:22:35 main:574] : INFO : Epoch 1674 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 2224.71 ms [2021-11-28 22:22:38 main:574] : INFO : Epoch 1675 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2265.81 ms [2021-11-28 22:22:40 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 2210.2 ms [2021-11-28 22:22:42 main:574] : INFO : Epoch 1677 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 2267.63 ms [2021-11-28 22:22:44 main:574] : INFO : Epoch 1678 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 2262.23 ms [2021-11-28 22:22:47 main:574] : INFO : Epoch 1679 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 2256.21 ms [2021-11-28 22:22:49 main:574] : INFO : Epoch 1680 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 2245.65 ms [2021-11-28 22:22:51 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 2234.68 ms [2021-11-28 22:22:53 main:574] : INFO : Epoch 1682 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 2244.08 ms [2021-11-28 22:22:56 main:574] : INFO : Epoch 1683 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2259.1 ms [2021-11-28 22:22:58 main:574] : INFO : Epoch 1684 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 2307.01 ms [2021-11-28 22:23:00 main:574] : INFO : Epoch 1685 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 2344.32 ms [2021-11-28 22:23:03 main:574] : INFO : Epoch 1686 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 2316.05 ms [2021-11-28 22:23:05 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311785 | Time: 2241.43 ms [2021-11-28 22:23:07 main:574] : INFO : Epoch 1688 | loss: 0.0311798 | val_loss: 0.0311746 | Time: 2299.77 ms [2021-11-28 22:23:09 main:574] : INFO : Epoch 1689 | loss: 0.031177 | val_loss: 0.0311721 | Time: 2285.35 ms [2021-11-28 22:23:12 main:574] : INFO : Epoch 1690 | loss: 0.0311722 | val_loss: 0.0311717 | Time: 2290.35 ms [2021-11-28 22:23:14 main:574] : INFO : Epoch 1691 | loss: 0.0311707 | val_loss: 0.031172 | Time: 2258.04 ms [2021-11-28 22:23:16 main:574] : INFO : Epoch 1692 | loss: 0.0311728 | val_loss: 0.0311712 | Time: 2257.29 ms [2021-11-28 22:23:19 main:574] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.0311677 | Time: 2336.34 ms [2021-11-28 22:23:21 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.031166 | Time: 2344.47 ms [2021-11-28 22:23:23 main:574] : INFO : Epoch 1695 | loss: 0.0311668 | val_loss: 0.0311666 | Time: 2323.02 ms [2021-11-28 22:23:26 main:574] : INFO : Epoch 1696 | loss: 0.0311652 | val_loss: 0.0311658 | Time: 2270.78 ms [2021-11-28 22:23:28 main:574] : INFO : Epoch 1697 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 2285.83 ms [2021-11-28 22:23:30 main:574] : INFO : Epoch 1698 | loss: 0.0311626 | val_loss: 0.0311653 | Time: 2222.76 ms [2021-11-28 22:23:32 main:574] : INFO : Epoch 1699 | loss: 0.031162 | val_loss: 0.0311663 | Time: 2320.74 ms [2021-11-28 22:23:35 main:574] : INFO : Epoch 1700 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 2257.28 ms [2021-11-28 22:23:37 main:574] : INFO : Epoch 1701 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 2199.2 ms [2021-11-28 22:23:39 main:574] : INFO : Epoch 1702 | loss: 0.031161 | val_loss: 0.0311678 | Time: 2223.2 ms [2021-11-28 22:23:41 main:574] : INFO : Epoch 1703 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 2238.25 ms [2021-11-28 22:23:44 main:574] : INFO : Epoch 1704 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 2268.65 ms [2021-11-28 22:23:46 main:574] : INFO : Epoch 1705 | loss: 0.0311596 | val_loss: 0.0311659 | Time: 2300.6 ms [2021-11-28 22:23:48 main:574] : INFO : Epoch 1706 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 2294.16 ms [2021-11-28 22:23:50 main:574] : INFO : Epoch 1707 | loss: 0.0311579 | val_loss: 0.0311672 | Time: 2245.77 ms [2021-11-28 22:23:53 main:574] : INFO : Epoch 1708 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 2304.18 ms [2021-11-28 22:23:55 main:574] : INFO : Epoch 1709 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 2302.64 ms [2021-11-28 22:23:57 main:574] : INFO : Epoch 1710 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 2319.42 ms [2021-11-28 22:24:00 main:574] : INFO : Epoch 1711 | loss: 0.0311608 | val_loss: 0.0311654 | Time: 2253.11 ms [2021-11-28 22:24:02 main:574] : INFO : Epoch 1712 | loss: 0.031158 | val_loss: 0.0311672 | Time: 2307.11 ms [2021-11-28 22:24:04 main:574] : INFO : Epoch 1713 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 2310.61 ms [2021-11-28 22:24:07 main:574] : INFO : Epoch 1714 | loss: 0.0311556 | val_loss: 0.0311662 | Time: 2348.19 ms [2021-11-28 22:24:09 main:574] : INFO : Epoch 1715 | loss: 0.0311583 | val_loss: 0.0311694 | Time: 2240.53 ms [2021-11-28 22:24:11 main:574] : INFO : Epoch 1716 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 2287.62 ms [2021-11-28 22:24:13 main:574] : INFO : Epoch 1717 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 2237.22 ms [2021-11-28 22:24:16 main:574] : INFO : Epoch 1718 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 2262.86 ms [2021-11-28 22:24:18 main:574] : INFO : Epoch 1719 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 2300.73 ms [2021-11-28 22:24:20 main:574] : INFO : Epoch 1720 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2250.47 ms [2021-11-28 22:24:23 main:574] : INFO : Epoch 1721 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 2308.85 ms [2021-11-28 22:24:25 main:574] : INFO : Epoch 1722 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 2221.94 ms [2021-11-28 22:24:27 main:574] : INFO : Epoch 1723 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 2227.17 ms [2021-11-28 22:24:29 main:574] : INFO : Epoch 1724 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 2232.08 ms [2021-11-28 22:24:31 main:574] : INFO : Epoch 1725 | loss: 0.031158 | val_loss: 0.0311685 | Time: 2231.18 ms [2021-11-28 22:24:34 main:574] : INFO : Epoch 1726 | loss: 0.0311569 | val_loss: 0.031166 | Time: 2226.41 ms [2021-11-28 22:24:36 main:574] : INFO : Epoch 1727 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 2222.64 ms [2021-11-28 22:24:38 main:574] : INFO : Epoch 1728 | loss: 0.0311598 | val_loss: 0.0311628 | Time: 2242.37 ms [2021-11-28 22:24:40 main:574] : INFO : Epoch 1729 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 2275.98 ms [2021-11-28 22:24:43 main:574] : INFO : Epoch 1730 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 2240.2 ms [2021-11-28 22:24:45 main:574] : INFO : Epoch 1731 | loss: 0.0311572 | val_loss: 0.0311718 | Time: 2259.9 ms [2021-11-28 22:24:47 main:574] : INFO : Epoch 1732 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 2260.05 ms [2021-11-28 22:24:50 main:574] : INFO : Epoch 1733 | loss: 0.0311594 | val_loss: 0.0311651 | Time: 2341.29 ms [2021-11-28 22:24:52 main:574] : INFO : Epoch 1734 | loss: 0.0311606 | val_loss: 0.0311692 | Time: 2230.74 ms [2021-11-28 22:24:54 main:574] : INFO : Epoch 1735 | loss: 0.0311597 | val_loss: 0.031169 | Time: 2228.52 ms [2021-11-28 22:24:56 main:574] : INFO : Epoch 1736 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 2242.35 ms [2021-11-28 22:24:59 main:574] : INFO : Epoch 1737 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 2237.26 ms [2021-11-28 22:25:01 main:574] : INFO : Epoch 1738 | loss: 0.0311563 | val_loss: 0.031165 | Time: 2209.09 ms [2021-11-28 22:25:03 main:574] : INFO : Epoch 1739 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 2209.63 ms [2021-11-28 22:25:05 main:574] : INFO : Epoch 1740 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 2225.04 ms [2021-11-28 22:25:07 main:574] : INFO : Epoch 1741 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 2225.21 ms [2021-11-28 22:25:10 main:574] : INFO : Epoch 1742 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 2254.67 ms [2021-11-28 22:25:12 main:574] : INFO : Epoch 1743 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 2242.87 ms [2021-11-28 22:25:14 main:574] : INFO : Epoch 1744 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 2238.23 ms [2021-11-28 22:25:16 main:574] : INFO : Epoch 1745 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 2247.56 ms [2021-11-28 22:25:19 main:574] : INFO : Epoch 1746 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 2310.61 ms [2021-11-28 22:25:21 main:574] : INFO : Epoch 1747 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 2317.35 ms [2021-11-28 22:25:23 main:574] : INFO : Epoch 1748 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 2206.89 ms [2021-11-28 22:25:25 main:574] : INFO : Epoch 1749 | loss: 0.0311555 | val_loss: 0.0311656 | Time: 2250.46 ms [2021-11-28 22:25:28 main:574] : INFO : Epoch 1750 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 2230.28 ms [2021-11-28 22:25:30 main:574] : INFO : Epoch 1751 | loss: 0.031157 | val_loss: 0.0311662 | Time: 2294.8 ms [2021-11-28 22:25:32 main:574] : INFO : Epoch 1752 | loss: 0.031156 | val_loss: 0.0311661 | Time: 2224.14 ms [2021-11-28 22:25:34 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 2254.21 ms [2021-11-28 22:25:37 main:574] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 2181.31 ms [2021-11-28 22:25:39 main:574] : INFO : Epoch 1755 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 2194.66 ms [2021-11-28 22:25:41 main:574] : INFO : Epoch 1756 | loss: 0.031155 | val_loss: 0.0311661 | Time: 2234.66 ms [2021-11-28 22:25:43 main:574] : INFO : Epoch 1757 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 2230.26 ms [2021-11-28 22:25:46 main:574] : INFO : Epoch 1758 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 2216.79 ms [2021-11-28 22:25:48 main:574] : INFO : Epoch 1759 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2234.3 ms [2021-11-28 22:25:50 main:574] : INFO : Epoch 1760 | loss: 0.0311553 | val_loss: 0.0311677 | Time: 2261.01 ms [2021-11-28 22:25:52 main:574] : INFO : Epoch 1761 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 2238.06 ms [2021-11-28 22:25:55 main:574] : INFO : Epoch 1762 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 2205.3 ms [2021-11-28 22:25:57 main:574] : INFO : Epoch 1763 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 2274.62 ms [2021-11-28 22:25:59 main:574] : INFO : Epoch 1764 | loss: 0.0311506 | val_loss: 0.031165 | Time: 2245.02 ms [2021-11-28 22:26:01 main:574] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.0311641 | Time: 2216.59 ms [2021-11-28 22:26:04 main:574] : INFO : Epoch 1766 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 2226.62 ms [2021-11-28 22:26:06 main:574] : INFO : Epoch 1767 | loss: 0.0311497 | val_loss: 0.0311677 | Time: 2230.1 ms [2021-11-28 22:26:08 main:574] : INFO : Epoch 1768 | loss: 0.0311518 | val_loss: 0.031166 | Time: 2229.68 ms [2021-11-28 22:26:10 main:574] : INFO : Epoch 1769 | loss: 0.0311532 | val_loss: 0.0311772 | Time: 2245.22 ms [2021-11-28 22:26:12 main:574] : INFO : Epoch 1770 | loss: 0.0311548 | val_loss: 0.031165 | Time: 2225.89 ms [2021-11-28 22:26:15 main:574] : INFO : Epoch 1771 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 2225.23 ms [2021-11-28 22:26:17 main:574] : INFO : Epoch 1772 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 2253.17 ms [2021-11-28 22:26:19 main:574] : INFO : Epoch 1773 | loss: 0.0311501 | val_loss: 0.0311648 | Time: 2229.51 ms [2021-11-28 22:26:21 main:574] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311645 | Time: 2245.57 ms [2021-11-28 22:26:24 main:574] : INFO : Epoch 1775 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 2209.28 ms [2021-11-28 22:26:26 main:574] : INFO : Epoch 1776 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 2241.46 ms [2021-11-28 22:26:28 main:574] : INFO : Epoch 1777 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 2213.52 ms [2021-11-28 22:26:30 main:574] : INFO : Epoch 1778 | loss: 0.0311522 | val_loss: 0.0311654 | Time: 2244.07 ms [2021-11-28 22:26:33 main:574] : INFO : Epoch 1779 | loss: 0.031152 | val_loss: 0.0311651 | Time: 2204.64 ms [2021-11-28 22:26:35 main:574] : INFO : Epoch 1780 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 2254.06 ms [2021-11-28 22:26:37 main:574] : INFO : Epoch 1781 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 2218.67 ms [2021-11-28 22:26:39 main:574] : INFO : Epoch 1782 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 2289.87 ms [2021-11-28 22:26:42 main:574] : INFO : Epoch 1783 | loss: 0.03115 | val_loss: 0.031163 | Time: 2258.84 ms [2021-11-28 22:26:44 main:574] : INFO : Epoch 1784 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 2220.69 ms [2021-11-28 22:26:46 main:574] : INFO : Epoch 1785 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 2208.66 ms [2021-11-28 22:26:48 main:574] : INFO : Epoch 1786 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 2213.9 ms [2021-11-28 22:26:50 main:574] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 2239.33 ms [2021-11-28 22:26:53 main:574] : INFO : Epoch 1788 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 2229.03 ms [2021-11-28 22:26:55 main:574] : INFO : Epoch 1789 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 2243.28 ms [2021-11-28 22:26:57 main:574] : INFO : Epoch 1790 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2223.85 ms [2021-11-28 22:26:59 main:574] : INFO : Epoch 1791 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 2280.83 ms [2021-11-28 22:27:02 main:574] : INFO : Epoch 1792 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 2234.31 ms [2021-11-28 22:27:04 main:574] : INFO : Epoch 1793 | loss: 0.0311469 | val_loss: 0.0311648 | Time: 2223.44 ms [2021-11-28 22:27:06 main:574] : INFO : Epoch 1794 | loss: 0.0311482 | val_loss: 0.0311671 | Time: 2254.1 ms [2021-11-28 22:27:08 main:574] : INFO : Epoch 1795 | loss: 0.0311491 | val_loss: 0.031165 | Time: 2220.05 ms [2021-11-28 22:27:11 main:574] : INFO : Epoch 1796 | loss: 0.0311489 | val_loss: 0.031165 | Time: 2251.98 ms [2021-11-28 22:27:13 main:574] : INFO : Epoch 1797 | loss: 0.0311496 | val_loss: 0.0311724 | Time: 2239.75 ms [2021-11-28 22:27:15 main:574] : INFO : Epoch 1798 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2251.96 ms [2021-11-28 22:27:17 main:574] : INFO : Epoch 1799 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 2309.38 ms [2021-11-28 22:27:20 main:574] : INFO : Epoch 1800 | loss: 0.0311504 | val_loss: 0.031165 | Time: 2309.17 ms [2021-11-28 22:27:22 main:574] : INFO : Epoch 1801 | loss: 0.0311482 | val_loss: 0.0311758 | Time: 2252.71 ms [2021-11-28 22:27:24 main:574] : INFO : Epoch 1802 | loss: 0.0311497 | val_loss: 0.0311636 | Time: 2223.85 ms [2021-11-28 22:27:27 main:574] : INFO : Epoch 1803 | loss: 0.031146 | val_loss: 0.0311654 | Time: 2257.3 ms [2021-11-28 22:27:29 main:574] : INFO : Epoch 1804 | loss: 0.0311468 | val_loss: 0.0311691 | Time: 2303.76 ms [2021-11-28 22:27:31 main:574] : INFO : Epoch 1805 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 2226.03 ms [2021-11-28 22:27:33 main:574] : INFO : Epoch 1806 | loss: 0.0311461 | val_loss: 0.031165 | Time: 2227.72 ms [2021-11-28 22:27:36 main:574] : INFO : Epoch 1807 | loss: 0.0311456 | val_loss: 0.0311663 | Time: 2264.68 ms [2021-11-28 22:27:38 main:574] : INFO : Epoch 1808 | loss: 0.0311497 | val_loss: 0.0311638 | Time: 2299.91 ms [2021-11-28 22:27:40 main:574] : INFO : Epoch 1809 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 2309.83 ms [2021-11-28 22:27:43 main:574] : INFO : Epoch 1810 | loss: 0.0311529 | val_loss: 0.0311632 | Time: 2389.31 ms [2021-11-28 22:27:45 main:574] : INFO : Epoch 1811 | loss: 0.0311551 | val_loss: 0.0311706 | Time: 2403.19 ms [2021-11-28 22:27:47 main:574] : INFO : Epoch 1812 | loss: 0.0311507 | val_loss: 0.0311622 | Time: 2330.24 ms [2021-11-28 22:27:50 main:574] : INFO : Epoch 1813 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 2267.26 ms [2021-11-28 22:27:52 main:574] : INFO : Epoch 1814 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 2288.74 ms [2021-11-28 22:27:54 main:574] : INFO : Epoch 1815 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 2361.09 ms [2021-11-28 22:27:57 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 2321.34 ms [2021-11-28 22:27:59 main:574] : INFO : Epoch 1817 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 2342.5 ms [2021-11-28 22:28:01 main:574] : INFO : Epoch 1818 | loss: 0.0311512 | val_loss: 0.0311682 | Time: 2328.69 ms [2021-11-28 22:28:04 main:574] : INFO : Epoch 1819 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 2290.71 ms [2021-11-28 22:28:06 main:574] : INFO : Epoch 1820 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 2256.47 ms [2021-11-28 22:28:08 main:574] : INFO : Epoch 1821 | loss: 0.03115 | val_loss: 0.0311665 | Time: 2355.72 ms [2021-11-28 22:28:10 main:574] : INFO : Epoch 1822 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 2275.12 ms [2021-11-28 22:28:13 main:574] : INFO : Epoch 1823 | loss: 0.0311484 | val_loss: 0.0311697 | Time: 2321.42 ms [2021-11-28 22:28:15 main:574] : INFO : Epoch 1824 | loss: 0.031154 | val_loss: 0.0311682 | Time: 2330.83 ms [2021-11-28 22:28:17 main:574] : INFO : Epoch 1825 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 2264.51 ms [2021-11-28 22:28:20 main:574] : INFO : Epoch 1826 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 2336.36 ms [2021-11-28 22:28:22 main:574] : INFO : Epoch 1827 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 2356.53 ms [2021-11-28 22:28:24 main:574] : INFO : Epoch 1828 | loss: 0.031149 | val_loss: 0.0311623 | Time: 2318.64 ms [2021-11-28 22:28:27 main:574] : INFO : Epoch 1829 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 2306.27 ms [2021-11-28 22:28:29 main:574] : INFO : Epoch 1830 | loss: 0.0311477 | val_loss: 0.031164 | Time: 2244.02 ms [2021-11-28 22:28:31 main:574] : INFO : Epoch 1831 | loss: 0.031147 | val_loss: 0.0311625 | Time: 2238.41 ms [2021-11-28 22:28:33 main:574] : INFO : Epoch 1832 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 2232.43 ms [2021-11-28 22:28:36 main:574] : INFO : Epoch 1833 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 2230.66 ms [2021-11-28 22:28:38 main:574] : INFO : Epoch 1834 | loss: 0.031147 | val_loss: 0.0311629 | Time: 2285.48 ms [2021-11-28 22:28:40 main:574] : INFO : Epoch 1835 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 2281.67 ms [2021-11-28 22:28:43 main:574] : INFO : Epoch 1836 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 2336.84 ms [2021-11-28 22:28:45 main:574] : INFO : Epoch 1837 | loss: 0.0311464 | val_loss: 0.0311672 | Time: 2231.2 ms [2021-11-28 22:28:47 main:574] : INFO : Epoch 1838 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 2303.32 ms [2021-11-28 22:28:49 main:574] : INFO : Epoch 1839 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 2309.82 ms [2021-11-28 22:28:52 main:574] : INFO : Epoch 1840 | loss: 0.0311475 | val_loss: 0.0311664 | Time: 2235.78 ms [2021-11-28 22:28:54 main:574] : INFO : Epoch 1841 | loss: 0.0311502 | val_loss: 0.0311674 | Time: 2296.6 ms [2021-11-28 22:28:56 main:574] : INFO : Epoch 1842 | loss: 0.0311528 | val_loss: 0.0311718 | Time: 2271.72 ms [2021-11-28 22:28:59 main:574] : INFO : Epoch 1843 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 2279.31 ms [2021-11-28 22:29:01 main:574] : INFO : Epoch 1844 | loss: 0.0311495 | val_loss: 0.0311751 | Time: 2240.9 ms [2021-11-28 22:29:03 main:574] : INFO : Epoch 1845 | loss: 0.0311483 | val_loss: 0.0311662 | Time: 2221.9 ms [2021-11-28 22:29:05 main:574] : INFO : Epoch 1846 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 2289.11 ms [2021-11-28 22:29:08 main:574] : INFO : Epoch 1847 | loss: 0.0311451 | val_loss: 0.0311646 | Time: 2317.95 ms [2021-11-28 22:29:10 main:574] : INFO : Epoch 1848 | loss: 0.0311448 | val_loss: 0.0311635 | Time: 2266.03 ms [2021-11-28 22:29:12 main:574] : INFO : Epoch 1849 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 2223.47 ms [2021-11-28 22:29:14 main:574] : INFO : Epoch 1850 | loss: 0.0311455 | val_loss: 0.0311662 | Time: 2237.93 ms [2021-11-28 22:29:17 main:574] : INFO : Epoch 1851 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 2300.67 ms [2021-11-28 22:29:19 main:574] : INFO : Epoch 1852 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 2261.45 ms [2021-11-28 22:29:21 main:574] : INFO : Epoch 1853 | loss: 0.0311451 | val_loss: 0.031163 | Time: 2235 ms [2021-11-28 22:29:23 main:574] : INFO : Epoch 1854 | loss: 0.0311488 | val_loss: 0.0311696 | Time: 2249.33 ms [2021-11-28 22:29:26 main:574] : INFO : Epoch 1855 | loss: 0.0311475 | val_loss: 0.0311753 | Time: 2206.21 ms [2021-11-28 22:29:28 main:574] : INFO : Epoch 1856 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 2251.38 ms [2021-11-28 22:29:30 main:574] : INFO : Epoch 1857 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 2313.06 ms [2021-11-28 22:29:32 main:574] : INFO : Epoch 1858 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 2273.35 ms [2021-11-28 22:29:35 main:574] : INFO : Epoch 1859 | loss: 0.0311532 | val_loss: 0.0311779 | Time: 2263.52 ms [2021-11-28 22:29:37 main:574] : INFO : Epoch 1860 | loss: 0.0311454 | val_loss: 0.0311627 | Time: 2248.63 ms [2021-11-28 22:29:39 main:574] : INFO : Epoch 1861 | loss: 0.0311435 | val_loss: 0.0311611 | Time: 2265.58 ms [2021-11-28 22:29:42 main:574] : INFO : Epoch 1862 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 2239.2 ms [2021-11-28 22:29:44 main:574] : INFO : Epoch 1863 | loss: 0.0311426 | val_loss: 0.0311631 | Time: 2407.2 ms [2021-11-28 22:29:46 main:574] : INFO : Epoch 1864 | loss: 0.0311433 | val_loss: 0.0311661 | Time: 2195.16 ms [2021-11-28 22:29:48 main:574] : INFO : Epoch 1865 | loss: 0.0311424 | val_loss: 0.0311647 | Time: 2229.25 ms [2021-11-28 22:29:51 main:574] : INFO : Epoch 1866 | loss: 0.031142 | val_loss: 0.0311631 | Time: 2235.11 ms [2021-11-28 22:29:53 main:574] : INFO : Epoch 1867 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 2255.61 ms [2021-11-28 22:29:55 main:574] : INFO : Epoch 1868 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 2227.21 ms [2021-11-28 22:29:57 main:574] : INFO : Epoch 1869 | loss: 0.0311453 | val_loss: 0.0311655 | Time: 2250.23 ms [2021-11-28 22:30:00 main:574] : INFO : Epoch 1870 | loss: 0.031145 | val_loss: 0.0311654 | Time: 2223.99 ms [2021-11-28 22:30:02 main:574] : INFO : Epoch 1871 | loss: 0.0311432 | val_loss: 0.0311662 | Time: 2241.07 ms [2021-11-28 22:30:04 main:574] : INFO : Epoch 1872 | loss: 0.0311432 | val_loss: 0.0311625 | Time: 2246.58 ms [2021-11-28 22:30:06 main:574] : INFO : Epoch 1873 | loss: 0.0311409 | val_loss: 0.0311624 | Time: 2215.63 ms [2021-11-28 22:30:08 main:574] : INFO : Epoch 1874 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 2210.05 ms [2021-11-28 22:30:11 main:574] : INFO : Epoch 1875 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 2213.31 ms [2021-11-28 22:30:13 main:574] : INFO : Epoch 1876 | loss: 0.0311481 | val_loss: 0.0311619 | Time: 2216.98 ms [2021-11-28 22:30:15 main:574] : INFO : Epoch 1877 | loss: 0.0311471 | val_loss: 0.0311624 | Time: 2251.77 ms [2021-11-28 22:30:17 main:574] : INFO : Epoch 1878 | loss: 0.0311445 | val_loss: 0.031163 | Time: 2231.91 ms [2021-11-28 22:30:20 main:574] : INFO : Epoch 1879 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 2229.31 ms [2021-11-28 22:30:22 main:574] : INFO : Epoch 1880 | loss: 0.031145 | val_loss: 0.0311711 | Time: 2214.98 ms [2021-11-28 22:30:24 main:574] : INFO : Epoch 1881 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 2243.42 ms [2021-11-28 22:30:26 main:574] : INFO : Epoch 1882 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 2204.52 ms [2021-11-28 22:30:29 main:574] : INFO : Epoch 1883 | loss: 0.031147 | val_loss: 0.0311669 | Time: 2266.44 ms [2021-11-28 22:30:31 main:574] : INFO : Epoch 1884 | loss: 0.0311428 | val_loss: 0.0311645 | Time: 2205.38 ms [2021-11-28 22:30:33 main:574] : INFO : Epoch 1885 | loss: 0.0311445 | val_loss: 0.0311837 | Time: 2255.58 ms [2021-11-28 22:30:35 main:574] : INFO : Epoch 1886 | loss: 0.0311472 | val_loss: 0.0311644 | Time: 2225.46 ms [2021-11-28 22:30:37 main:574] : INFO : Epoch 1887 | loss: 0.0311403 | val_loss: 0.0311643 | Time: 2223.15 ms [2021-11-28 22:30:40 main:574] : INFO : Epoch 1888 | loss: 0.0311415 | val_loss: 0.0311689 | Time: 2217.45 ms [2021-11-28 22:30:42 main:574] : INFO : Epoch 1889 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 2220.21 ms [2021-11-28 22:30:44 main:574] : INFO : Epoch 1890 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 2224.21 ms [2021-11-28 22:30:46 main:574] : INFO : Epoch 1891 | loss: 0.0311413 | val_loss: 0.0311627 | Time: 2221.29 ms [2021-11-28 22:30:49 main:574] : INFO : Epoch 1892 | loss: 0.0311422 | val_loss: 0.0311635 | Time: 2214.36 ms [2021-11-28 22:30:51 main:574] : INFO : Epoch 1893 | loss: 0.0311413 | val_loss: 0.0311641 | Time: 2222.04 ms [2021-11-28 22:30:53 main:574] : INFO : Epoch 1894 | loss: 0.0311436 | val_loss: 0.0311771 | Time: 2269.76 ms [2021-11-28 22:30:55 main:574] : INFO : Epoch 1895 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 2215.34 ms [2021-11-28 22:30:58 main:574] : INFO : Epoch 1896 | loss: 0.0311395 | val_loss: 0.0311698 | Time: 2298.49 ms [2021-11-28 22:31:00 main:574] : INFO : Epoch 1897 | loss: 0.031139 | val_loss: 0.0311666 | Time: 2354.37 ms [2021-11-28 22:31:02 main:574] : INFO : Epoch 1898 | loss: 0.0311432 | val_loss: 0.0311694 | Time: 2329.69 ms [2021-11-28 22:31:05 main:574] : INFO : Epoch 1899 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 2295.54 ms [2021-11-28 22:31:07 main:574] : INFO : Epoch 1900 | loss: 0.0311444 | val_loss: 0.0311622 | Time: 2254.14 ms [2021-11-28 22:31:09 main:574] : INFO : Epoch 1901 | loss: 0.0311417 | val_loss: 0.0311666 | Time: 2307.22 ms [2021-11-28 22:31:11 main:574] : INFO : Epoch 1902 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 2225.71 ms [2021-11-28 22:31:14 main:574] : INFO : Epoch 1903 | loss: 0.0311432 | val_loss: 0.0311602 | Time: 2227.22 ms [2021-11-28 22:31:16 main:574] : INFO : Epoch 1904 | loss: 0.0311405 | val_loss: 0.0311606 | Time: 2272.31 ms [2021-11-28 22:31:18 main:574] : INFO : Epoch 1905 | loss: 0.0311407 | val_loss: 0.0311624 | Time: 2233.09 ms [2021-11-28 22:31:20 main:574] : INFO : Epoch 1906 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 2227.27 ms [2021-11-28 22:31:23 main:574] : INFO : Epoch 1907 | loss: 0.0311438 | val_loss: 0.0311702 | Time: 2286.36 ms [2021-11-28 22:31:25 main:574] : INFO : Epoch 1908 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 2241.23 ms [2021-11-28 22:31:27 main:574] : INFO : Epoch 1909 | loss: 0.0311492 | val_loss: 0.0311683 | Time: 2245.34 ms [2021-11-28 22:31:29 main:574] : INFO : Epoch 1910 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 2216.83 ms [2021-11-28 22:31:32 main:574] : INFO : Epoch 1911 | loss: 0.031147 | val_loss: 0.0311655 | Time: 2224.71 ms [2021-11-28 22:31:34 main:574] : INFO : Epoch 1912 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 2236.92 ms [2021-11-28 22:31:36 main:574] : INFO : Epoch 1913 | loss: 0.031144 | val_loss: 0.0311638 | Time: 2226.92 ms [2021-11-28 22:31:38 main:574] : INFO : Epoch 1914 | loss: 0.031144 | val_loss: 0.0311623 | Time: 2246.69 ms [2021-11-28 22:31:41 main:574] : INFO : Epoch 1915 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 2228.17 ms [2021-11-28 22:31:43 main:574] : INFO : Epoch 1916 | loss: 0.0311439 | val_loss: 0.0311676 | Time: 2261.02 ms [2021-11-28 22:31:45 main:574] : INFO : Epoch 1917 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 2235.78 ms [2021-11-28 22:31:47 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 2215.79 ms [2021-11-28 22:31:50 main:574] : INFO : Epoch 1919 | loss: 0.0311504 | val_loss: 0.0311647 | Time: 2272.13 ms [2021-11-28 22:31:52 main:574] : INFO : Epoch 1920 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 2266.75 ms [2021-11-28 22:31:54 main:574] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 2201.26 ms [2021-11-28 22:31:56 main:574] : INFO : Epoch 1922 | loss: 0.0311507 | val_loss: 0.031163 | Time: 2259.82 ms [2021-11-28 22:31:59 main:574] : INFO : Epoch 1923 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 2267.63 ms [2021-11-28 22:32:01 main:574] : INFO : Epoch 1924 | loss: 0.031148 | val_loss: 0.0311663 | Time: 2343.03 ms [2021-11-28 22:32:03 main:574] : INFO : Epoch 1925 | loss: 0.0311458 | val_loss: 0.0311636 | Time: 2273.5 ms [2021-11-28 22:32:06 main:574] : INFO : Epoch 1926 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 2311.68 ms [2021-11-28 22:32:08 main:574] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311634 | Time: 2249.52 ms [2021-11-28 22:32:10 main:574] : INFO : Epoch 1928 | loss: 0.0311426 | val_loss: 0.0311634 | Time: 2259.01 ms [2021-11-28 22:32:12 main:574] : INFO : Epoch 1929 | loss: 0.031142 | val_loss: 0.0311648 | Time: 2281.53 ms [2021-11-28 22:32:15 main:574] : INFO : Epoch 1930 | loss: 0.0311419 | val_loss: 0.0311678 | Time: 2208.92 ms [2021-11-28 22:32:17 main:574] : INFO : Epoch 1931 | loss: 0.031142 | val_loss: 0.0311695 | Time: 2261.64 ms [2021-11-28 22:32:19 main:574] : INFO : Epoch 1932 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 2220.59 ms [2021-11-28 22:32:21 main:574] : INFO : Epoch 1933 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 2252.34 ms [2021-11-28 22:32:24 main:574] : INFO : Epoch 1934 | loss: 0.0311418 | val_loss: 0.031166 | Time: 2262.47 ms [2021-11-28 22:32:26 main:574] : INFO : Epoch 1935 | loss: 0.0311434 | val_loss: 0.0311601 | Time: 2253.74 ms [2021-11-28 22:32:28 main:574] : INFO : Epoch 1936 | loss: 0.0311452 | val_loss: 0.0311718 | Time: 2230.99 ms [2021-11-28 22:32:30 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 2230.83 ms [2021-11-28 22:32:32 main:574] : INFO : Epoch 1938 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 2236.72 ms [2021-11-28 22:32:35 main:574] : INFO : Epoch 1939 | loss: 0.0311423 | val_loss: 0.0311635 | Time: 2250.22 ms [2021-11-28 22:32:37 main:574] : INFO : Epoch 1940 | loss: 0.0311439 | val_loss: 0.0311628 | Time: 2241.11 ms [2021-11-28 22:32:39 main:574] : INFO : Epoch 1941 | loss: 0.0311493 | val_loss: 0.031162 | Time: 2292.72 ms [2021-11-28 22:32:42 main:574] : INFO : Epoch 1942 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 2327.09 ms [2021-11-28 22:32:44 main:574] : INFO : Epoch 1943 | loss: 0.031146 | val_loss: 0.031168 | Time: 2290.55 ms [2021-11-28 22:32:46 main:574] : INFO : Epoch 1944 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 2302.41 ms [2021-11-28 22:32:49 main:574] : INFO : Epoch 1945 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 2322.95 ms [2021-11-28 22:32:51 main:574] : INFO : Epoch 1946 | loss: 0.0311436 | val_loss: 0.0311702 | Time: 2249.96 ms [2021-11-28 22:32:53 main:574] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 2368.18 ms [2021-11-28 22:32:55 main:574] : INFO : Epoch 1948 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 2261.14 ms [2021-11-28 22:32:58 main:574] : INFO : Epoch 1949 | loss: 0.031142 | val_loss: 0.0311616 | Time: 2253.48 ms [2021-11-28 22:33:00 main:574] : INFO : Epoch 1950 | loss: 0.031144 | val_loss: 0.0311702 | Time: 2241.83 ms [2021-11-28 22:33:02 main:574] : INFO : Epoch 1951 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 2247.07 ms [2021-11-28 22:33:04 main:574] : INFO : Epoch 1952 | loss: 0.0311453 | val_loss: 0.0311706 | Time: 2241.93 ms [2021-11-28 22:33:07 main:574] : INFO : Epoch 1953 | loss: 0.0311527 | val_loss: 0.031165 | Time: 2237.78 ms [2021-11-28 22:33:09 main:574] : INFO : Epoch 1954 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 2241.67 ms [2021-11-28 22:33:11 main:574] : INFO : Epoch 1955 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 2274.35 ms [2021-11-28 22:33:13 main:574] : INFO : Epoch 1956 | loss: 0.0311404 | val_loss: 0.0311636 | Time: 2256.18 ms [2021-11-28 22:33:16 main:574] : INFO : Epoch 1957 | loss: 0.031144 | val_loss: 0.0311642 | Time: 2276.97 ms [2021-11-28 22:33:18 main:574] : INFO : Epoch 1958 | loss: 0.0311453 | val_loss: 0.0311641 | Time: 2244.56 ms [2021-11-28 22:33:20 main:574] : INFO : Epoch 1959 | loss: 0.0311425 | val_loss: 0.0311646 | Time: 2220.2 ms [2021-11-28 22:33:22 main:574] : INFO : Epoch 1960 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 2260.66 ms [2021-11-28 22:33:25 main:574] : INFO : Epoch 1961 | loss: 0.0311425 | val_loss: 0.031164 | Time: 2218.78 ms [2021-11-28 22:33:27 main:574] : INFO : Epoch 1962 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 2252.09 ms [2021-11-28 22:33:29 main:574] : INFO : Epoch 1963 | loss: 0.0311392 | val_loss: 0.0311622 | Time: 2245.9 ms [2021-11-28 22:33:31 main:574] : INFO : Epoch 1964 | loss: 0.0311398 | val_loss: 0.0311655 | Time: 2239.18 ms [2021-11-28 22:33:34 main:574] : INFO : Epoch 1965 | loss: 0.0311451 | val_loss: 0.031163 | Time: 2224.16 ms [2021-11-28 22:33:36 main:574] : INFO : Epoch 1966 | loss: 0.0311487 | val_loss: 0.0311653 | Time: 2242.57 ms [2021-11-28 22:33:38 main:574] : INFO : Epoch 1967 | loss: 0.0311463 | val_loss: 0.031166 | Time: 2275.59 ms [2021-11-28 22:33:40 main:574] : INFO : Epoch 1968 | loss: 0.031143 | val_loss: 0.0311645 | Time: 2269.85 ms [2021-11-28 22:33:43 main:574] : INFO : Epoch 1969 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 2241.25 ms [2021-11-28 22:33:45 main:574] : INFO : Epoch 1970 | loss: 0.0311553 | val_loss: 0.03117 | Time: 2275.35 ms [2021-11-28 22:33:47 main:574] : INFO : Epoch 1971 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 2237.94 ms [2021-11-28 22:33:49 main:574] : INFO : Epoch 1972 | loss: 0.0311512 | val_loss: 0.0311665 | Time: 2254.24 ms [2021-11-28 22:33:52 main:574] : INFO : Epoch 1973 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 2249.52 ms [2021-11-28 22:33:54 main:574] : INFO : Epoch 1974 | loss: 0.0311457 | val_loss: 0.0311635 | Time: 2262.78 ms [2021-11-28 22:33:56 main:574] : INFO : Epoch 1975 | loss: 0.0311469 | val_loss: 0.0311601 | Time: 2195.45 ms [2021-11-28 22:33:58 main:574] : INFO : Epoch 1976 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 2275.99 ms [2021-11-28 22:34:01 main:574] : INFO : Epoch 1977 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 2261.5 ms [2021-11-28 22:34:03 main:574] : INFO : Epoch 1978 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 2265.17 ms [2021-11-28 22:34:05 main:574] : INFO : Epoch 1979 | loss: 0.0311469 | val_loss: 0.0311675 | Time: 2240.82 ms [2021-11-28 22:34:07 main:574] : INFO : Epoch 1980 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 2207.8 ms [2021-11-28 22:34:10 main:574] : INFO : Epoch 1981 | loss: 0.0311432 | val_loss: 0.0311658 | Time: 2249.91 ms [2021-11-28 22:34:12 main:574] : INFO : Epoch 1982 | loss: 0.0311438 | val_loss: 0.0311673 | Time: 2249.32 ms [2021-11-28 22:34:14 main:574] : INFO : Epoch 1983 | loss: 0.0311432 | val_loss: 0.0311661 | Time: 2266.51 ms [2021-11-28 22:34:16 main:574] : INFO : Epoch 1984 | loss: 0.0311417 | val_loss: 0.0311652 | Time: 2250.99 ms [2021-11-28 22:34:19 main:574] : INFO : Epoch 1985 | loss: 0.0311405 | val_loss: 0.0311683 | Time: 2230.61 ms [2021-11-28 22:34:21 main:574] : INFO : Epoch 1986 | loss: 0.0311425 | val_loss: 0.0311642 | Time: 2229.72 ms [2021-11-28 22:34:23 main:574] : INFO : Epoch 1987 | loss: 0.0311425 | val_loss: 0.0311697 | Time: 2258.22 ms [2021-11-28 22:34:25 main:574] : INFO : Epoch 1988 | loss: 0.0311435 | val_loss: 0.0311692 | Time: 2245.73 ms [2021-11-28 22:34:28 main:574] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311655 | Time: 2210.61 ms [2021-11-28 22:34:30 main:574] : INFO : Epoch 1990 | loss: 0.0311403 | val_loss: 0.0311664 | Time: 2227.89 ms [2021-11-28 22:34:32 main:574] : INFO : Epoch 1991 | loss: 0.0311433 | val_loss: 0.0311655 | Time: 2258.61 ms [2021-11-28 22:34:34 main:574] : INFO : Epoch 1992 | loss: 0.0311414 | val_loss: 0.0311641 | Time: 2293.12 ms [2021-11-28 22:34:37 main:574] : INFO : Epoch 1993 | loss: 0.0311406 | val_loss: 0.0311645 | Time: 2354.89 ms [2021-11-28 22:34:39 main:574] : INFO : Epoch 1994 | loss: 0.0311396 | val_loss: 0.0311678 | Time: 2293.9 ms [2021-11-28 22:34:41 main:574] : INFO : Epoch 1995 | loss: 0.031141 | val_loss: 0.0311709 | Time: 2285.37 ms [2021-11-28 22:34:44 main:574] : INFO : Epoch 1996 | loss: 0.0311444 | val_loss: 0.0311678 | Time: 2239.24 ms [2021-11-28 22:34:46 main:574] : INFO : Epoch 1997 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 2232.22 ms [2021-11-28 22:34:48 main:574] : INFO : Epoch 1998 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 2236.16 ms [2021-11-28 22:34:50 main:574] : INFO : Epoch 1999 | loss: 0.0311471 | val_loss: 0.0311696 | Time: 2313.19 ms [2021-11-28 22:34:53 main:574] : INFO : Epoch 2000 | loss: 0.0311469 | val_loss: 0.0311696 | Time: 2324.01 ms [2021-11-28 22:34:55 main:574] : INFO : Epoch 2001 | loss: 0.0311447 | val_loss: 0.0311802 | Time: 2283.08 ms [2021-11-28 22:34:57 main:574] : INFO : Epoch 2002 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 2208.6 ms [2021-11-28 22:35:00 main:574] : INFO : Epoch 2003 | loss: 0.0311444 | val_loss: 0.0311698 | Time: 2223.15 ms [2021-11-28 22:35:02 main:574] : INFO : Epoch 2004 | loss: 0.0311434 | val_loss: 0.0311687 | Time: 2225.08 ms [2021-11-28 22:35:04 main:574] : INFO : Epoch 2005 | loss: 0.0311414 | val_loss: 0.0311709 | Time: 2231.02 ms [2021-11-28 22:35:06 main:574] : INFO : Epoch 2006 | loss: 0.0311411 | val_loss: 0.0311678 | Time: 2245.01 ms [2021-11-28 22:35:08 main:574] : INFO : Epoch 2007 | loss: 0.0311402 | val_loss: 0.0311638 | Time: 2260.38 ms [2021-11-28 22:35:11 main:574] : INFO : Epoch 2008 | loss: 0.0311408 | val_loss: 0.0311665 | Time: 2217.46 ms [2021-11-28 22:35:13 main:574] : INFO : Epoch 2009 | loss: 0.0311389 | val_loss: 0.0311674 | Time: 2241.98 ms [2021-11-28 22:35:15 main:574] : INFO : Epoch 2010 | loss: 0.0311384 | val_loss: 0.0311688 | Time: 2224.37 ms [2021-11-28 22:35:17 main:574] : INFO : Epoch 2011 | loss: 0.0311378 | val_loss: 0.0311754 | Time: 2248.72 ms [2021-11-28 22:35:20 main:574] : INFO : Epoch 2012 | loss: 0.0311403 | val_loss: 0.0311691 | Time: 2228.63 ms [2021-11-28 22:35:22 main:574] : INFO : Epoch 2013 | loss: 0.0311389 | val_loss: 0.0311698 | Time: 2222.1 ms [2021-11-28 22:35:24 main:574] : INFO : Epoch 2014 | loss: 0.0311378 | val_loss: 0.0311669 | Time: 2335.68 ms [2021-11-28 22:35:27 main:574] : INFO : Epoch 2015 | loss: 0.0311396 | val_loss: 0.0311641 | Time: 2328.74 ms [2021-11-28 22:35:29 main:574] : INFO : Epoch 2016 | loss: 0.0311424 | val_loss: 0.0311695 | Time: 2338.56 ms [2021-11-28 22:35:31 main:574] : INFO : Epoch 2017 | loss: 0.0311486 | val_loss: 0.0311708 | Time: 2239.51 ms [2021-11-28 22:35:33 main:574] : INFO : Epoch 2018 | loss: 0.0311487 | val_loss: 0.031177 | Time: 2209.9 ms [2021-11-28 22:35:36 main:574] : INFO : Epoch 2019 | loss: 0.031148 | val_loss: 0.0311668 | Time: 2235.35 ms [2021-11-28 22:35:38 main:574] : INFO : Epoch 2020 | loss: 0.0311453 | val_loss: 0.0311671 | Time: 2240.23 ms [2021-11-28 22:35:40 main:574] : INFO : Epoch 2021 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 2239.71 ms [2021-11-28 22:35:42 main:574] : INFO : Epoch 2022 | loss: 0.0311446 | val_loss: 0.031167 | Time: 2246.12 ms [2021-11-28 22:35:45 main:574] : INFO : Epoch 2023 | loss: 0.0311461 | val_loss: 0.0311676 | Time: 2206.65 ms [2021-11-28 22:35:47 main:574] : INFO : Epoch 2024 | loss: 0.0311446 | val_loss: 0.0311664 | Time: 2254.92 ms [2021-11-28 22:35:49 main:574] : INFO : Epoch 2025 | loss: 0.0311451 | val_loss: 0.0311657 | Time: 2263.66 ms [2021-11-28 22:35:51 main:574] : INFO : Epoch 2026 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 2342.86 ms [2021-11-28 22:35:54 main:574] : INFO : Epoch 2027 | loss: 0.0311444 | val_loss: 0.0311764 | Time: 2292.79 ms [2021-11-28 22:35:56 main:574] : INFO : Epoch 2028 | loss: 0.0311427 | val_loss: 0.0311703 | Time: 2334.64 ms [2021-11-28 22:35:58 main:574] : INFO : Epoch 2029 | loss: 0.0311445 | val_loss: 0.0311673 | Time: 2298.42 ms [2021-11-28 22:36:01 main:574] : INFO : Epoch 2030 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 2299.25 ms [2021-11-28 22:36:03 main:574] : INFO : Epoch 2031 | loss: 0.0311495 | val_loss: 0.0311764 | Time: 2320.84 ms [2021-11-28 22:36:05 main:574] : INFO : Epoch 2032 | loss: 0.0311462 | val_loss: 0.0311863 | Time: 2248.59 ms [2021-11-28 22:36:08 main:574] : INFO : Epoch 2033 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 2307.89 ms [2021-11-28 22:36:10 main:574] : INFO : Epoch 2034 | loss: 0.0311441 | val_loss: 0.0311685 | Time: 2222.47 ms [2021-11-28 22:36:12 main:574] : INFO : Epoch 2035 | loss: 0.0311418 | val_loss: 0.0311705 | Time: 2304.93 ms [2021-11-28 22:36:14 main:574] : INFO : Epoch 2036 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 2244.74 ms [2021-11-28 22:36:17 main:574] : INFO : Epoch 2037 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 2297.37 ms [2021-11-28 22:36:19 main:574] : INFO : Epoch 2038 | loss: 0.0311381 | val_loss: 0.0311641 | Time: 2249.58 ms [2021-11-28 22:36:21 main:574] : INFO : Epoch 2039 | loss: 0.0311379 | val_loss: 0.0311669 | Time: 2222.86 ms [2021-11-28 22:36:23 main:574] : INFO : Epoch 2040 | loss: 0.0311374 | val_loss: 0.0311626 | Time: 2228.95 ms [2021-11-28 22:36:26 main:574] : INFO : Epoch 2041 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 2214.58 ms [2021-11-28 22:36:28 main:574] : INFO : Epoch 2042 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 2219.45 ms [2021-11-28 22:36:30 main:574] : INFO : Epoch 2043 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2232.18 ms [2021-11-28 22:36:32 main:574] : INFO : Epoch 2044 | loss: 0.0311822 | val_loss: 0.0311973 | Time: 2214.36 ms [2021-11-28 22:36:34 main:574] : INFO : Epoch 2045 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 2196.56 ms [2021-11-28 22:36:37 main:574] : INFO : Epoch 2046 | loss: 0.0311993 | val_loss: 0.0311974 | Time: 2229.6 ms [2021-11-28 22:36:39 main:574] : INFO : Epoch 2047 | loss: 0.0311955 | val_loss: 0.0311983 | Time: 2230.23 ms [2021-11-28 22:36:41 main:574] : INFO : Epoch 2048 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2239.37 ms [2021-11-28 22:36:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031196 [2021-11-28 22:36:41 main:603] : INFO : Saving end state to config to file [2021-11-28 22:36:41 main:608] : INFO : Success, exiting.. 22:36:41 (7252): 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)