Task 9193898
| Name | ParityModified-1636224944-13074-1_1 |
| Workunit | 6384887 |
| Created | 26 Nov 2021, 6:09:00 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 3 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 12:22:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 16 sec |
| CPU time | 1 hours 15 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 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> main:574] : INFO : Epoch 1542 | loss: 0.0311493 | val_loss: 0.0311608 | Time: 2261.55 ms [2021-11-28 13:03:16 main:574] : INFO : Epoch 1543 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 2249.42 ms [2021-11-28 13:03:18 main:574] : INFO : Epoch 1544 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 2217.55 ms [2021-11-28 13:03:20 main:574] : INFO : Epoch 1545 | loss: 0.0311457 | val_loss: 0.0311584 | Time: 2214.46 ms [2021-11-28 13:03:22 main:574] : INFO : Epoch 1546 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 2249.96 ms [2021-11-28 13:03:25 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 2211.24 ms [2021-11-28 13:03:27 main:574] : INFO : Epoch 1548 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 2248.96 ms [2021-11-28 13:03:29 main:574] : INFO : Epoch 1549 | loss: 0.0311446 | val_loss: 0.0311583 | Time: 2202.15 ms [2021-11-28 13:03:31 main:574] : INFO : Epoch 1550 | loss: 0.0311454 | val_loss: 0.0311595 | Time: 2261.46 ms [2021-11-28 13:03:34 main:574] : INFO : Epoch 1551 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 2227.46 ms [2021-11-28 13:03:36 main:574] : INFO : Epoch 1552 | loss: 0.0311494 | val_loss: 0.0311578 | Time: 2230.11 ms [2021-11-28 13:03:38 main:574] : INFO : Epoch 1553 | loss: 0.0311525 | val_loss: 0.0311633 | Time: 2211.96 ms [2021-11-28 13:03:40 main:574] : INFO : Epoch 1554 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2239.79 ms [2021-11-28 13:03:42 main:574] : INFO : Epoch 1555 | loss: 0.0311578 | val_loss: 0.0311671 | Time: 2241.52 ms [2021-11-28 13:03:45 main:574] : INFO : Epoch 1556 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 2239.45 ms [2021-11-28 13:03:47 main:574] : INFO : Epoch 1557 | loss: 0.0311541 | val_loss: 0.0311639 | Time: 2219.98 ms [2021-11-28 13:03:49 main:574] : INFO : Epoch 1558 | loss: 0.0311537 | val_loss: 0.0311688 | Time: 2251.82 ms [2021-11-28 13:03:51 main:574] : INFO : Epoch 1559 | loss: 0.031155 | val_loss: 0.0311682 | Time: 2213.59 ms [2021-11-28 13:03:54 main:574] : INFO : Epoch 1560 | loss: 0.0311531 | val_loss: 0.0311627 | Time: 2223.53 ms [2021-11-28 13:03:56 main:574] : INFO : Epoch 1561 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 2240.64 ms [2021-11-28 13:03:58 main:574] : INFO : Epoch 1562 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 2226.34 ms [2021-11-28 13:04:00 main:574] : INFO : Epoch 1563 | loss: 0.03115 | val_loss: 0.031163 | Time: 2218.34 ms [2021-11-28 13:04:03 main:574] : INFO : Epoch 1564 | loss: 0.0311495 | val_loss: 0.0311665 | Time: 2230.31 ms [2021-11-28 13:04:05 main:574] : INFO : Epoch 1565 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 2208.33 ms [2021-11-28 13:04:07 main:574] : INFO : Epoch 1566 | loss: 0.0311494 | val_loss: 0.031164 | Time: 2216.74 ms [2021-11-28 13:04:09 main:574] : INFO : Epoch 1567 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 2203.7 ms [2021-11-28 13:04:11 main:574] : INFO : Epoch 1568 | loss: 0.0311472 | val_loss: 0.0311605 | Time: 2233.48 ms [2021-11-28 13:04:14 main:574] : INFO : Epoch 1569 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 2217.98 ms [2021-11-28 13:04:16 main:574] : INFO : Epoch 1570 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 2232.91 ms [2021-11-28 13:04:18 main:574] : INFO : Epoch 1571 | loss: 0.0311463 | val_loss: 0.0311595 | Time: 2244.83 ms [2021-11-28 13:04:20 main:574] : INFO : Epoch 1572 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 2220.85 ms [2021-11-28 13:04:23 main:574] : INFO : Epoch 1573 | loss: 0.0311467 | val_loss: 0.0311611 | Time: 2269.85 ms [2021-11-28 13:04:25 main:574] : INFO : Epoch 1574 | loss: 0.0311492 | val_loss: 0.0311612 | Time: 2236.74 ms [2021-11-28 13:04:27 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311638 | Time: 2232.94 ms [2021-11-28 13:04:29 main:574] : INFO : Epoch 1576 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 2202.4 ms [2021-11-28 13:04:32 main:574] : INFO : Epoch 1577 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 2222.38 ms [2021-11-28 13:04:34 main:574] : INFO : Epoch 1578 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 2214.51 ms [2021-11-28 13:04:36 main:574] : INFO : Epoch 1579 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 2220.01 ms [2021-11-28 13:04:38 main:574] : INFO : Epoch 1580 | loss: 0.0311537 | val_loss: 0.0311583 | Time: 2232.17 ms [2021-11-28 13:04:40 main:574] : INFO : Epoch 1581 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 2260.44 ms [2021-11-28 13:04:43 main:574] : INFO : Epoch 1582 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 2204.61 ms [2021-11-28 13:04:45 main:574] : INFO : Epoch 1583 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 2209.42 ms [2021-11-28 13:04:47 main:574] : INFO : Epoch 1584 | loss: 0.0311509 | val_loss: 0.0311596 | Time: 2230.44 ms [2021-11-28 13:04:49 main:574] : INFO : Epoch 1585 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 2321.75 ms [2021-11-28 13:04:52 main:574] : INFO : Epoch 1586 | loss: 0.0311469 | val_loss: 0.0311564 | Time: 2222.86 ms [2021-11-28 13:04:54 main:574] : INFO : Epoch 1587 | loss: 0.0311472 | val_loss: 0.0311601 | Time: 2203.01 ms [2021-11-28 13:04:56 main:574] : INFO : Epoch 1588 | loss: 0.0311454 | val_loss: 0.0311572 | Time: 2194.44 ms [2021-11-28 13:04:58 main:574] : INFO : Epoch 1589 | loss: 0.0311446 | val_loss: 0.0311576 | Time: 2211.69 ms [2021-11-28 13:05:01 main:574] : INFO : Epoch 1590 | loss: 0.0311447 | val_loss: 0.031159 | Time: 2265.24 ms [2021-11-28 13:05:03 main:574] : INFO : Epoch 1591 | loss: 0.0311447 | val_loss: 0.0311578 | Time: 2214.89 ms [2021-11-28 13:05:05 main:574] : INFO : Epoch 1592 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 2271.4 ms [2021-11-28 13:05:07 main:574] : INFO : Epoch 1593 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 2213.05 ms [2021-11-28 13:05:10 main:574] : INFO : Epoch 1594 | loss: 0.0311482 | val_loss: 0.0311613 | Time: 2224.27 ms [2021-11-28 13:05:12 main:574] : INFO : Epoch 1595 | loss: 0.0311464 | val_loss: 0.03116 | Time: 2217.99 ms [2021-11-28 13:05:14 main:574] : INFO : Epoch 1596 | loss: 0.0311485 | val_loss: 0.0311577 | Time: 2226.03 ms [2021-11-28 13:05:16 main:574] : INFO : Epoch 1597 | loss: 0.0311481 | val_loss: 0.0311596 | Time: 2253.14 ms [2021-11-28 13:05:18 main:574] : INFO : Epoch 1598 | loss: 0.0311482 | val_loss: 0.0311611 | Time: 2215.41 ms [2021-11-28 13:05:21 main:574] : INFO : Epoch 1599 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 2228.23 ms [2021-11-28 13:05:23 main:574] : INFO : Epoch 1600 | loss: 0.031146 | val_loss: 0.0311587 | Time: 2235.77 ms [2021-11-28 13:05:25 main:574] : INFO : Epoch 1601 | loss: 0.0311469 | val_loss: 0.0311569 | Time: 2225.94 ms [2021-11-28 13:05:27 main:574] : INFO : Epoch 1602 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 2218.43 ms [2021-11-28 13:05:30 main:574] : INFO : Epoch 1603 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 2196.13 ms [2021-11-28 13:05:32 main:574] : INFO : Epoch 1604 | loss: 0.0311538 | val_loss: 0.031161 | Time: 2224.48 ms [2021-11-28 13:05:34 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311622 | Time: 2222.2 ms [2021-11-28 13:05:36 main:574] : INFO : Epoch 1606 | loss: 0.0311522 | val_loss: 0.0311614 | Time: 2208.95 ms [2021-11-28 13:05:38 main:574] : INFO : Epoch 1607 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 2197.19 ms [2021-11-28 13:05:41 main:574] : INFO : Epoch 1608 | loss: 0.031151 | val_loss: 0.031161 | Time: 2213.55 ms [2021-11-28 13:05:43 main:574] : INFO : Epoch 1609 | loss: 0.0311512 | val_loss: 0.031162 | Time: 2217.43 ms [2021-11-28 13:05:45 main:574] : INFO : Epoch 1610 | loss: 0.0311506 | val_loss: 0.0311614 | Time: 2194.5 ms [2021-11-28 13:05:47 main:574] : INFO : Epoch 1611 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 2196.86 ms [2021-11-28 13:05:49 main:574] : INFO : Epoch 1612 | loss: 0.0311493 | val_loss: 0.0311619 | Time: 2232.15 ms [2021-11-28 13:05:52 main:574] : INFO : Epoch 1613 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 2263.16 ms [2021-11-28 13:05:54 main:574] : INFO : Epoch 1614 | loss: 0.0311462 | val_loss: 0.031164 | Time: 2225 ms [2021-11-28 13:05:56 main:574] : INFO : Epoch 1615 | loss: 0.031146 | val_loss: 0.031161 | Time: 2230.16 ms [2021-11-28 13:05:58 main:574] : INFO : Epoch 1616 | loss: 0.0311464 | val_loss: 0.0311623 | Time: 2197.42 ms [2021-11-28 13:06:01 main:574] : INFO : Epoch 1617 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 2225.44 ms [2021-11-28 13:06:03 main:574] : INFO : Epoch 1618 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 2227.51 ms [2021-11-28 13:06:05 main:574] : INFO : Epoch 1619 | loss: 0.0311453 | val_loss: 0.0311605 | Time: 2223.02 ms [2021-11-28 13:06:07 main:574] : INFO : Epoch 1620 | loss: 0.0311486 | val_loss: 0.0311623 | Time: 2201.3 ms [2021-11-28 13:06:10 main:574] : INFO : Epoch 1621 | loss: 0.0311489 | val_loss: 0.0311612 | Time: 2215.71 ms [2021-11-28 13:06:12 main:574] : INFO : Epoch 1622 | loss: 0.0311479 | val_loss: 0.031157 | Time: 2205.96 ms [2021-11-28 13:06:14 main:574] : INFO : Epoch 1623 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 2213.24 ms [2021-11-28 13:06:16 main:574] : INFO : Epoch 1624 | loss: 0.0311449 | val_loss: 0.0311586 | Time: 2213.52 ms [2021-11-28 13:06:18 main:574] : INFO : Epoch 1625 | loss: 0.0311432 | val_loss: 0.0311571 | Time: 2186.56 ms [2021-11-28 13:06:21 main:574] : INFO : Epoch 1626 | loss: 0.0311435 | val_loss: 0.0311608 | Time: 2250.7 ms [2021-11-28 13:06:23 main:574] : INFO : Epoch 1627 | loss: 0.031145 | val_loss: 0.0311578 | Time: 2199.51 ms [2021-11-28 13:06:25 main:574] : INFO : Epoch 1628 | loss: 0.0311434 | val_loss: 0.0311583 | Time: 2234.9 ms [2021-11-28 13:06:27 main:574] : INFO : Epoch 1629 | loss: 0.0311424 | val_loss: 0.0311583 | Time: 2196.82 ms [2021-11-28 13:06:29 main:574] : INFO : Epoch 1630 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 2223.34 ms [2021-11-28 13:06:32 main:574] : INFO : Epoch 1631 | loss: 0.0311442 | val_loss: 0.0311575 | Time: 2222.8 ms [2021-11-28 13:06:34 main:574] : INFO : Epoch 1632 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 2226.17 ms [2021-11-28 13:06:36 main:574] : INFO : Epoch 1633 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 2222.82 ms [2021-11-28 13:06:38 main:574] : INFO : Epoch 1634 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 2209.57 ms [2021-11-28 13:06:41 main:574] : INFO : Epoch 1635 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 2184.98 ms [2021-11-28 13:06:43 main:574] : INFO : Epoch 1636 | loss: 0.0311487 | val_loss: 0.0311612 | Time: 2209.85 ms [2021-11-28 13:06:45 main:574] : INFO : Epoch 1637 | loss: 0.0311465 | val_loss: 0.0311604 | Time: 2191.85 ms [2021-11-28 13:06:47 main:574] : INFO : Epoch 1638 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 2224.01 ms [2021-11-28 13:06:49 main:574] : INFO : Epoch 1639 | loss: 0.0311452 | val_loss: 0.0311582 | Time: 2219.04 ms [2021-11-28 13:06:52 main:574] : INFO : Epoch 1640 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 2224.35 ms [2021-11-28 13:06:54 main:574] : INFO : Epoch 1641 | loss: 0.0311462 | val_loss: 0.0311631 | Time: 2206.92 ms [2021-11-28 13:06:56 main:574] : INFO : Epoch 1642 | loss: 0.0311487 | val_loss: 0.0311626 | Time: 2211.43 ms [2021-11-28 13:06:58 main:574] : INFO : Epoch 1643 | loss: 0.0311465 | val_loss: 0.0311591 | Time: 2186.91 ms [2021-11-28 13:07:00 main:574] : INFO : Epoch 1644 | loss: 0.0311478 | val_loss: 0.0311611 | Time: 2195.95 ms [2021-11-28 13:07:03 main:574] : INFO : Epoch 1645 | loss: 0.0311443 | val_loss: 0.0311624 | Time: 2208.06 ms [2021-11-28 13:07:05 main:574] : INFO : Epoch 1646 | loss: 0.0311427 | val_loss: 0.0311606 | Time: 2225.72 ms [2021-11-28 13:07:07 main:574] : INFO : Epoch 1647 | loss: 0.0311431 | val_loss: 0.0311668 | Time: 2195.77 ms [2021-11-28 13:07:09 main:574] : INFO : Epoch 1648 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 2241.42 ms [2021-11-28 13:07:12 main:574] : INFO : Epoch 1649 | loss: 0.0311402 | val_loss: 0.0311592 | Time: 2233.61 ms [2021-11-28 13:07:14 main:574] : INFO : Epoch 1650 | loss: 0.03114 | val_loss: 0.0311571 | Time: 2219.97 ms [2021-11-28 13:07:16 main:574] : INFO : Epoch 1651 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 2220.13 ms [2021-11-28 13:07:18 main:574] : INFO : Epoch 1652 | loss: 0.0311405 | val_loss: 0.031157 | Time: 2218.46 ms [2021-11-28 13:07:20 main:574] : INFO : Epoch 1653 | loss: 0.0311433 | val_loss: 0.031157 | Time: 2229.01 ms [2021-11-28 13:07:23 main:574] : INFO : Epoch 1654 | loss: 0.0311447 | val_loss: 0.0311564 | Time: 2221.34 ms [2021-11-28 13:07:25 main:574] : INFO : Epoch 1655 | loss: 0.0311491 | val_loss: 0.0311588 | Time: 2236.11 ms [2021-11-28 13:07:27 main:574] : INFO : Epoch 1656 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 2249.69 ms [2021-11-28 13:07:29 main:574] : INFO : Epoch 1657 | loss: 0.0311515 | val_loss: 0.031156 | Time: 2191.08 ms [2021-11-28 13:07:32 main:574] : INFO : Epoch 1658 | loss: 0.0311516 | val_loss: 0.0311598 | Time: 2198.6 ms [2021-11-28 13:07:34 main:574] : INFO : Epoch 1659 | loss: 0.0311481 | val_loss: 0.0311572 | Time: 2214.66 ms [2021-11-28 13:07:36 main:574] : INFO : Epoch 1660 | loss: 0.0311466 | val_loss: 0.0311582 | Time: 2208.22 ms [2021-11-28 13:07:38 main:574] : INFO : Epoch 1661 | loss: 0.0311464 | val_loss: 0.0311577 | Time: 2214.85 ms [2021-11-28 13:07:40 main:574] : INFO : Epoch 1662 | loss: 0.0311459 | val_loss: 0.031159 | Time: 2230.59 ms [2021-11-28 13:07:43 main:574] : INFO : Epoch 1663 | loss: 0.0311479 | val_loss: 0.0311619 | Time: 2224.81 ms [2021-11-28 13:07:45 main:574] : INFO : Epoch 1664 | loss: 0.0311465 | val_loss: 0.031159 | Time: 2214.53 ms [2021-11-28 13:07:47 main:574] : INFO : Epoch 1665 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 2231.77 ms [2021-11-28 13:07:49 main:574] : INFO : Epoch 1666 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 2260.46 ms [2021-11-28 13:07:52 main:574] : INFO : Epoch 1667 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 2220.11 ms [2021-11-28 13:07:54 main:574] : INFO : Epoch 1668 | loss: 0.031144 | val_loss: 0.0311602 | Time: 2242.4 ms [2021-11-28 13:07:56 main:574] : INFO : Epoch 1669 | loss: 0.031144 | val_loss: 0.031158 | Time: 2230.75 ms [2021-11-28 13:07:58 main:574] : INFO : Epoch 1670 | loss: 0.0311422 | val_loss: 0.0311611 | Time: 2239.99 ms [2021-11-28 13:08:01 main:574] : INFO : Epoch 1671 | loss: 0.0311417 | val_loss: 0.0311563 | Time: 2219.5 ms [2021-11-28 13:08:03 main:574] : INFO : Epoch 1672 | loss: 0.0311437 | val_loss: 0.0311572 | Time: 2212.58 ms [2021-11-28 13:08:05 main:574] : INFO : Epoch 1673 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 2193.31 ms [2021-11-28 13:08:07 main:574] : INFO : Epoch 1674 | loss: 0.031145 | val_loss: 0.0311554 | Time: 2229.73 ms [2021-11-28 13:08:09 main:574] : INFO : Epoch 1675 | loss: 0.0311398 | val_loss: 0.0311554 | Time: 2184.94 ms [2021-11-28 13:08:12 main:574] : INFO : Epoch 1676 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 2192.76 ms [2021-11-28 13:08:14 main:574] : INFO : Epoch 1677 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 2210.04 ms [2021-11-28 13:08:16 main:574] : INFO : Epoch 1678 | loss: 0.0311399 | val_loss: 0.0311568 | Time: 2241.36 ms [2021-11-28 13:08:18 main:574] : INFO : Epoch 1679 | loss: 0.03114 | val_loss: 0.0311561 | Time: 2262.41 ms [2021-11-28 13:08:21 main:574] : INFO : Epoch 1680 | loss: 0.0311399 | val_loss: 0.0311582 | Time: 2213.25 ms [2021-11-28 13:08:23 main:574] : INFO : Epoch 1681 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 2214.19 ms [2021-11-28 13:08:25 main:574] : INFO : Epoch 1682 | loss: 0.0311388 | val_loss: 0.0311565 | Time: 2231.35 ms [2021-11-28 13:08:27 main:574] : INFO : Epoch 1683 | loss: 0.031139 | val_loss: 0.0311589 | Time: 2212.68 ms [2021-11-28 13:08:29 main:574] : INFO : Epoch 1684 | loss: 0.0311406 | val_loss: 0.031157 | Time: 2246.2 ms [2021-11-28 13:08:32 main:574] : INFO : Epoch 1685 | loss: 0.0311403 | val_loss: 0.0311577 | Time: 2214.69 ms [2021-11-28 13:08:34 main:574] : INFO : Epoch 1686 | loss: 0.0311398 | val_loss: 0.031158 | Time: 2231 ms [2021-11-28 13:08:36 main:574] : INFO : Epoch 1687 | loss: 0.0311381 | val_loss: 0.0311583 | Time: 2208.6 ms [2021-11-28 13:08:38 main:574] : INFO : Epoch 1688 | loss: 0.0311372 | val_loss: 0.0311583 | Time: 2208.14 ms [2021-11-28 13:08:41 main:574] : INFO : Epoch 1689 | loss: 0.0311358 | val_loss: 0.0311564 | Time: 2202.3 ms [2021-11-28 13:08:43 main:574] : INFO : Epoch 1690 | loss: 0.031136 | val_loss: 0.0311558 | Time: 2264.6 ms [2021-11-28 13:08:45 main:574] : INFO : Epoch 1691 | loss: 0.0311346 | val_loss: 0.0311582 | Time: 2173.74 ms [2021-11-28 13:08:47 main:574] : INFO : Epoch 1692 | loss: 0.0311348 | val_loss: 0.0311585 | Time: 2219.15 ms [2021-11-28 13:08:49 main:574] : INFO : Epoch 1693 | loss: 0.0311371 | val_loss: 0.0311609 | Time: 2216.68 ms [2021-11-28 13:08:52 main:574] : INFO : Epoch 1694 | loss: 0.0311395 | val_loss: 0.0311577 | Time: 2205.54 ms [2021-11-28 13:08:54 main:574] : INFO : Epoch 1695 | loss: 0.0311379 | val_loss: 0.0311582 | Time: 2240.49 ms [2021-11-28 13:08:56 main:574] : INFO : Epoch 1696 | loss: 0.0311373 | val_loss: 0.0311606 | Time: 2251.46 ms [2021-11-28 13:08:58 main:574] : INFO : Epoch 1697 | loss: 0.03114 | val_loss: 0.0311612 | Time: 2207.93 ms [2021-11-28 13:09:01 main:574] : INFO : Epoch 1698 | loss: 0.0311409 | val_loss: 0.0311616 | Time: 2241.36 ms [2021-11-28 13:09:03 main:574] : INFO : Epoch 1699 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 2192.52 ms [2021-11-28 13:09:05 main:574] : INFO : Epoch 1700 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 2227.03 ms [2021-11-28 13:09:07 main:574] : INFO : Epoch 1701 | loss: 0.0311411 | val_loss: 0.0311589 | Time: 2235.12 ms [2021-11-28 13:09:09 main:574] : INFO : Epoch 1702 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 2232.7 ms [2021-11-28 13:09:12 main:574] : INFO : Epoch 1703 | loss: 0.031146 | val_loss: 0.0311595 | Time: 2213.81 ms [2021-11-28 13:09:14 main:574] : INFO : Epoch 1704 | loss: 0.0311419 | val_loss: 0.031156 | Time: 2258.05 ms [2021-11-28 13:09:16 main:574] : INFO : Epoch 1705 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 2245.41 ms [2021-11-28 13:09:18 main:574] : INFO : Epoch 1706 | loss: 0.031142 | val_loss: 0.0311582 | Time: 2203.86 ms [2021-11-28 13:09:21 main:574] : INFO : Epoch 1707 | loss: 0.0311418 | val_loss: 0.0311578 | Time: 2222.5 ms [2021-11-28 13:09:23 main:574] : INFO : Epoch 1708 | loss: 0.0311402 | val_loss: 0.0311559 | Time: 2214.43 ms [2021-11-28 13:09:25 main:574] : INFO : Epoch 1709 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 2221.04 ms [2021-11-28 13:09:27 main:574] : INFO : Epoch 1710 | loss: 0.0311412 | val_loss: 0.0311637 | Time: 2238.32 ms [2021-11-28 13:09:30 main:574] : INFO : Epoch 1711 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 2212.43 ms [2021-11-28 13:09:32 main:574] : INFO : Epoch 1712 | loss: 0.0311537 | val_loss: 0.0311602 | Time: 2226.26 ms [2021-11-28 13:09:34 main:574] : INFO : Epoch 1713 | loss: 0.0311496 | val_loss: 0.0311575 | Time: 2232.54 ms [2021-11-28 13:09:36 main:574] : INFO : Epoch 1714 | loss: 0.0311479 | val_loss: 0.0311558 | Time: 2226.02 ms [2021-11-28 13:09:38 main:574] : INFO : Epoch 1715 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 2211.98 ms [2021-11-28 13:09:41 main:574] : INFO : Epoch 1716 | loss: 0.0311584 | val_loss: 0.031165 | Time: 2237.49 ms [2021-11-28 13:09:43 main:574] : INFO : Epoch 1717 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 2221.09 ms [2021-11-28 13:09:45 main:574] : INFO : Epoch 1718 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 2238.18 ms [2021-11-28 13:09:47 main:574] : INFO : Epoch 1719 | loss: 0.0311488 | val_loss: 0.0311669 | Time: 2214.61 ms [2021-11-28 13:09:50 main:574] : INFO : Epoch 1720 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 2216.13 ms [2021-11-28 13:09:52 main:574] : INFO : Epoch 1721 | loss: 0.0311466 | val_loss: 0.0311604 | Time: 2229.94 ms [2021-11-28 13:09:54 main:574] : INFO : Epoch 1722 | loss: 0.0311458 | val_loss: 0.0311643 | Time: 2224.52 ms [2021-11-28 13:09:56 main:574] : INFO : Epoch 1723 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 2211.43 ms [2021-11-28 13:09:59 main:574] : INFO : Epoch 1724 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 2248.83 ms [2021-11-28 13:10:01 main:574] : INFO : Epoch 1725 | loss: 0.0311444 | val_loss: 0.0311626 | Time: 2212.04 ms [2021-11-28 13:10:03 main:574] : INFO : Epoch 1726 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 2233.49 ms [2021-11-28 13:10:05 main:574] : INFO : Epoch 1727 | loss: 0.0311408 | val_loss: 0.0311604 | Time: 2216.73 ms [2021-11-28 13:10:07 main:574] : INFO : Epoch 1728 | loss: 0.0311399 | val_loss: 0.0311592 | Time: 2212.07 ms [2021-11-28 13:10:10 main:574] : INFO : Epoch 1729 | loss: 0.0311409 | val_loss: 0.0311605 | Time: 2204.96 ms [2021-11-28 13:10:12 main:574] : INFO : Epoch 1730 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 2253.72 ms [2021-11-28 13:10:14 main:574] : INFO : Epoch 1731 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 2254.38 ms [2021-11-28 13:10:16 main:574] : INFO : Epoch 1732 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 2210.34 ms [2021-11-28 13:10:19 main:574] : INFO : Epoch 1733 | loss: 0.0311411 | val_loss: 0.0311581 | Time: 2261.36 ms [2021-11-28 13:10:21 main:574] : INFO : Epoch 1734 | loss: 0.0311418 | val_loss: 0.031159 | Time: 2183.49 ms [2021-11-28 13:10:23 main:574] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 2216.96 ms [2021-11-28 13:10:25 main:574] : INFO : Epoch 1736 | loss: 0.0311445 | val_loss: 0.03116 | Time: 2229.08 ms [2021-11-28 13:10:28 main:574] : INFO : Epoch 1737 | loss: 0.0311431 | val_loss: 0.0311583 | Time: 2248.46 ms [2021-11-28 13:10:30 main:574] : INFO : Epoch 1738 | loss: 0.0311417 | val_loss: 0.0311599 | Time: 2225.47 ms [2021-11-28 13:10:32 main:574] : INFO : Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 2205.8 ms [2021-11-28 13:10:34 main:574] : INFO : Epoch 1740 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 2244.65 ms [2021-11-28 13:10:36 main:574] : INFO : Epoch 1741 | loss: 0.0311425 | val_loss: 0.0311612 | Time: 2213.63 ms [2021-11-28 13:10:39 main:574] : INFO : Epoch 1742 | loss: 0.0311409 | val_loss: 0.0311582 | Time: 2206.86 ms [2021-11-28 13:10:41 main:574] : INFO : Epoch 1743 | loss: 0.0311402 | val_loss: 0.0311582 | Time: 2232.87 ms [2021-11-28 13:10:43 main:574] : INFO : Epoch 1744 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 2222.31 ms [2021-11-28 13:10:45 main:574] : INFO : Epoch 1745 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 2215.73 ms [2021-11-28 13:10:48 main:574] : INFO : Epoch 1746 | loss: 0.0311423 | val_loss: 0.0311549 | Time: 2244.45 ms [2021-11-28 13:10:50 main:574] : INFO : Epoch 1747 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 2197.63 ms [2021-11-28 13:10:52 main:574] : INFO : Epoch 1748 | loss: 0.0311438 | val_loss: 0.031159 | Time: 2221.19 ms [2021-11-28 13:10:54 main:574] : INFO : Epoch 1749 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 2250.05 ms [2021-11-28 13:10:56 main:574] : INFO : Epoch 1750 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 2240.28 ms [2021-11-28 13:10:59 main:574] : INFO : Epoch 1751 | loss: 0.0311511 | val_loss: 0.031161 | Time: 2223.27 ms [2021-11-28 13:11:01 main:574] : INFO : Epoch 1752 | loss: 0.0311505 | val_loss: 0.0311605 | Time: 2239.37 ms [2021-11-28 13:11:03 main:574] : INFO : Epoch 1753 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 2223.82 ms [2021-11-28 13:11:05 main:574] : INFO : Epoch 1754 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 2241.26 ms [2021-11-28 13:11:08 main:574] : INFO : Epoch 1755 | loss: 0.0311473 | val_loss: 0.0311594 | Time: 2229.75 ms [2021-11-28 13:11:10 main:574] : INFO : Epoch 1756 | loss: 0.0311471 | val_loss: 0.0311602 | Time: 2234.01 ms [2021-11-28 13:11:12 main:574] : INFO : Epoch 1757 | loss: 0.0311438 | val_loss: 0.0311619 | Time: 2192.48 ms [2021-11-28 13:11:14 main:574] : INFO : Epoch 1758 | loss: 0.0311491 | val_loss: 0.0311667 | Time: 2200.44 ms [2021-11-28 13:11:17 main:574] : INFO : Epoch 1759 | loss: 0.0311594 | val_loss: 0.0311654 | Time: 2257.29 ms [2021-11-28 13:11:19 main:574] : INFO : Epoch 1760 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2223.75 ms [2021-11-28 13:11:21 main:574] : INFO : Epoch 1761 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 2258.76 ms [2021-11-28 13:11:23 main:574] : INFO : Epoch 1762 | loss: 0.0311579 | val_loss: 0.031167 | Time: 2202.53 ms [2021-11-28 13:11:25 main:574] : INFO : Epoch 1763 | loss: 0.0311574 | val_loss: 0.0311673 | Time: 2233.55 ms [2021-11-28 13:11:28 main:574] : INFO : Epoch 1764 | loss: 0.0311546 | val_loss: 0.0311656 | Time: 2243.21 ms [2021-11-28 13:11:30 main:574] : INFO : Epoch 1765 | loss: 0.0311539 | val_loss: 0.0311669 | Time: 2220.09 ms [2021-11-28 13:11:32 main:574] : INFO : Epoch 1766 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 2246.64 ms [2021-11-28 13:11:34 main:574] : INFO : Epoch 1767 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 2229.97 ms [2021-11-28 13:11:37 main:574] : INFO : Epoch 1768 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 2232.43 ms [2021-11-28 13:11:39 main:574] : INFO : Epoch 1769 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2210.17 ms [2021-11-28 13:11:41 main:574] : INFO : Epoch 1770 | loss: 0.0311533 | val_loss: 0.0311608 | Time: 2232.28 ms [2021-11-28 13:11:43 main:574] : INFO : Epoch 1771 | loss: 0.03115 | val_loss: 0.0311591 | Time: 2249.32 ms [2021-11-28 13:11:46 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.0311602 | Time: 2200.73 ms [2021-11-28 13:11:48 main:574] : INFO : Epoch 1773 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 2271.93 ms [2021-11-28 13:11:50 main:574] : INFO : Epoch 1774 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 2223.07 ms [2021-11-28 13:11:52 main:574] : INFO : Epoch 1775 | loss: 0.031147 | val_loss: 0.0311622 | Time: 2233.57 ms [2021-11-28 13:11:55 main:574] : INFO : Epoch 1776 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 2200.93 ms [2021-11-28 13:11:57 main:574] : INFO : Epoch 1777 | loss: 0.0311469 | val_loss: 0.0311636 | Time: 2220.87 ms [2021-11-28 13:11:59 main:574] : INFO : Epoch 1778 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 2209.74 ms [2021-11-28 13:12:01 main:574] : INFO : Epoch 1779 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 2199.86 ms [2021-11-28 13:12:03 main:574] : INFO : Epoch 1780 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 2200.34 ms [2021-11-28 13:12:06 main:574] : INFO : Epoch 1781 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 2211.89 ms [2021-11-28 13:12:08 main:574] : INFO : Epoch 1782 | loss: 0.0311455 | val_loss: 0.031159 | Time: 2228.55 ms [2021-11-28 13:12:10 main:574] : INFO : Epoch 1783 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 2256.36 ms [2021-11-28 13:12:12 main:574] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 2238.28 ms [2021-11-28 13:12:15 main:574] : INFO : Epoch 1785 | loss: 0.0311441 | val_loss: 0.0311589 | Time: 2238.08 ms [2021-11-28 13:12:17 main:574] : INFO : Epoch 1786 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 2184.29 ms [2021-11-28 13:12:19 main:574] : INFO : Epoch 1787 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 2236.62 ms [2021-11-28 13:12:21 main:574] : INFO : Epoch 1788 | loss: 0.0311461 | val_loss: 0.0311616 | Time: 2224.72 ms [2021-11-28 13:12:23 main:574] : INFO : Epoch 1789 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 2205.49 ms [2021-11-28 13:12:26 main:574] : INFO : Epoch 1790 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 2228.61 ms [2021-11-28 13:12:28 main:574] : INFO : Epoch 1791 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 2226.43 ms [2021-11-28 13:12:30 main:574] : INFO : Epoch 1792 | loss: 0.031145 | val_loss: 0.0311608 | Time: 2225.72 ms [2021-11-28 13:12:32 main:574] : INFO : Epoch 1793 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 2221.81 ms [2021-11-28 13:12:35 main:574] : INFO : Epoch 1794 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 2195.25 ms [2021-11-28 13:12:37 main:574] : INFO : Epoch 1795 | loss: 0.0311487 | val_loss: 0.031161 | Time: 2233.52 ms [2021-11-28 13:12:39 main:574] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 2224.04 ms [2021-11-28 13:12:41 main:574] : INFO : Epoch 1797 | loss: 0.031146 | val_loss: 0.0311676 | Time: 2231.18 ms [2021-11-28 13:12:43 main:574] : INFO : Epoch 1798 | loss: 0.0311476 | val_loss: 0.031164 | Time: 2215.01 ms [2021-11-28 13:12:46 main:574] : INFO : Epoch 1799 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 2208.12 ms [2021-11-28 13:12:48 main:574] : INFO : Epoch 1800 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 2236.3 ms [2021-11-28 13:12:50 main:574] : INFO : Epoch 1801 | loss: 0.0311458 | val_loss: 0.0311609 | Time: 2265.67 ms [2021-11-28 13:12:52 main:574] : INFO : Epoch 1802 | loss: 0.0311454 | val_loss: 0.0311584 | Time: 2251.73 ms [2021-11-28 13:12:55 main:574] : INFO : Epoch 1803 | loss: 0.0311484 | val_loss: 0.0311643 | Time: 2222.85 ms [2021-11-28 13:12:57 main:574] : INFO : Epoch 1804 | loss: 0.0311498 | val_loss: 0.0311597 | Time: 2231.81 ms [2021-11-28 13:12:59 main:574] : INFO : Epoch 1805 | loss: 0.031148 | val_loss: 0.0311574 | Time: 2217.78 ms [2021-11-28 13:13:01 main:574] : INFO : Epoch 1806 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 2217.85 ms [2021-11-28 13:13:04 main:574] : INFO : Epoch 1807 | loss: 0.0311474 | val_loss: 0.031158 | Time: 2212.16 ms [2021-11-28 13:13:06 main:574] : INFO : Epoch 1808 | loss: 0.0311532 | val_loss: 0.0311587 | Time: 2220.08 ms [2021-11-28 13:13:08 main:574] : INFO : Epoch 1809 | loss: 0.031148 | val_loss: 0.0311559 | Time: 2217.88 ms [2021-11-28 13:13:10 main:574] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311625 | Time: 2229.37 ms [2021-11-28 13:13:13 main:574] : INFO : Epoch 1811 | loss: 0.0311519 | val_loss: 0.0311636 | Time: 2231.85 ms [2021-11-28 13:13:15 main:574] : INFO : Epoch 1812 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 2253.86 ms [2021-11-28 13:13:17 main:574] : INFO : Epoch 1813 | loss: 0.031152 | val_loss: 0.0311656 | Time: 2217.05 ms [2021-11-28 13:13:19 main:574] : INFO : Epoch 1814 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 2218.76 ms [2021-11-28 13:13:21 main:574] : INFO : Epoch 1815 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 2223.98 ms [2021-11-28 13:13:24 main:574] : INFO : Epoch 1816 | loss: 0.0311551 | val_loss: 0.0311662 | Time: 2239.75 ms [2021-11-28 13:13:26 main:574] : INFO : Epoch 1817 | loss: 0.031158 | val_loss: 0.0311662 | Time: 2215.17 ms [2021-11-28 13:13:28 main:574] : INFO : Epoch 1818 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 2235.77 ms [2021-11-28 13:13:30 main:574] : INFO : Epoch 1819 | loss: 0.0311528 | val_loss: 0.0311666 | Time: 2220.27 ms [2021-11-28 13:13:33 main:574] : INFO : Epoch 1820 | loss: 0.0311551 | val_loss: 0.0311648 | Time: 2227.5 ms [2021-11-28 13:13:35 main:574] : INFO : Epoch 1821 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 2191.01 ms [2021-11-28 13:13:37 main:574] : INFO : Epoch 1822 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 2278.22 ms [2021-11-28 13:13:39 main:574] : INFO : Epoch 1823 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 2209.56 ms [2021-11-28 13:13:41 main:574] : INFO : Epoch 1824 | loss: 0.0311507 | val_loss: 0.0311637 | Time: 2220.71 ms [2021-11-28 13:13:44 main:574] : INFO : Epoch 1825 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 2219.89 ms [2021-11-28 13:13:46 main:574] : INFO : Epoch 1826 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2215.71 ms [2021-11-28 13:13:48 main:574] : INFO : Epoch 1827 | loss: 0.0311536 | val_loss: 0.0311678 | Time: 2193.65 ms [2021-11-28 13:13:50 main:574] : INFO : Epoch 1828 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 2212.32 ms [2021-11-28 13:13:53 main:574] : INFO : Epoch 1829 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 2224.55 ms [2021-11-28 13:13:55 main:574] : INFO : Epoch 1830 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 2240.04 ms [2021-11-28 13:13:57 main:574] : INFO : Epoch 1831 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 2223.68 ms [2021-11-28 13:13:59 main:574] : INFO : Epoch 1832 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 2255.71 ms [2021-11-28 13:14:02 main:574] : INFO : Epoch 1833 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 2215.49 ms [2021-11-28 13:14:04 main:574] : INFO : Epoch 1834 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 2222.33 ms [2021-11-28 13:14:06 main:574] : INFO : Epoch 1835 | loss: 0.0311509 | val_loss: 0.0311669 | Time: 2191.22 ms [2021-11-28 13:14:08 main:574] : INFO : Epoch 1836 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 2217.93 ms [2021-11-28 13:14:10 main:574] : INFO : Epoch 1837 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 2219.89 ms [2021-11-28 13:14:13 main:574] : INFO : Epoch 1838 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 2238.87 ms [2021-11-28 13:14:15 main:574] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 2211.77 ms [2021-11-28 13:14:17 main:574] : INFO : Epoch 1840 | loss: 0.0311547 | val_loss: 0.0311694 | Time: 2238.04 ms [2021-11-28 13:14:19 main:574] : INFO : Epoch 1841 | loss: 0.0311553 | val_loss: 0.0311647 | Time: 2227.32 ms [2021-11-28 13:14:22 main:574] : INFO : Epoch 1842 | loss: 0.031155 | val_loss: 0.0311705 | Time: 2226.98 ms [2021-11-28 13:14:24 main:574] : INFO : Epoch 1843 | loss: 0.0311558 | val_loss: 0.0311668 | Time: 2186.87 ms [2021-11-28 13:14:26 main:574] : INFO : Epoch 1844 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 2238.57 ms [2021-11-28 13:14:28 main:574] : INFO : Epoch 1845 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 2236.73 ms [2021-11-28 13:14:30 main:574] : INFO : Epoch 1846 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 2226.47 ms [2021-11-28 13:14:33 main:574] : INFO : Epoch 1847 | loss: 0.0311509 | val_loss: 0.0311636 | Time: 2190.04 ms [2021-11-28 13:14:35 main:574] : INFO : Epoch 1848 | loss: 0.03115 | val_loss: 0.0311638 | Time: 2213.9 ms [2021-11-28 13:14:37 main:574] : INFO : Epoch 1849 | loss: 0.0311507 | val_loss: 0.0311668 | Time: 2252.21 ms [2021-11-28 13:14:39 main:574] : INFO : Epoch 1850 | loss: 0.0311541 | val_loss: 0.0311617 | Time: 2239.38 ms [2021-11-28 13:14:42 main:574] : INFO : Epoch 1851 | loss: 0.0311515 | val_loss: 0.0311623 | Time: 2225.57 ms [2021-11-28 13:14:44 main:574] : INFO : Epoch 1852 | loss: 0.0311534 | val_loss: 0.031167 | Time: 2235.06 ms [2021-11-28 13:14:46 main:574] : INFO : Epoch 1853 | loss: 0.0311555 | val_loss: 0.031168 | Time: 2222.51 ms [2021-11-28 13:14:48 main:574] : INFO : Epoch 1854 | loss: 0.0311563 | val_loss: 0.031169 | Time: 2252.07 ms [2021-11-28 13:14:51 main:574] : INFO : Epoch 1855 | loss: 0.0311555 | val_loss: 0.0311681 | Time: 2231.91 ms [2021-11-28 13:14:53 main:574] : INFO : Epoch 1856 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 2217.18 ms [2021-11-28 13:14:55 main:574] : INFO : Epoch 1857 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 2209.11 ms [2021-11-28 13:14:57 main:574] : INFO : Epoch 1858 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 2245.54 ms [2021-11-28 13:14:59 main:574] : INFO : Epoch 1859 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 2243.66 ms [2021-11-28 13:15:02 main:574] : INFO : Epoch 1860 | loss: 0.0311508 | val_loss: 0.0311647 | Time: 2212.73 ms [2021-11-28 13:15:04 main:574] : INFO : Epoch 1861 | loss: 0.0311498 | val_loss: 0.031163 | Time: 2228.4 ms [2021-11-28 13:15:06 main:574] : INFO : Epoch 1862 | loss: 0.0311521 | val_loss: 0.0311653 | Time: 2238.55 ms [2021-11-28 13:15:08 main:574] : INFO : Epoch 1863 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 2212.46 ms [2021-11-28 13:15:11 main:574] : INFO : Epoch 1864 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 2204.73 ms [2021-11-28 13:15:13 main:574] : INFO : Epoch 1865 | loss: 0.0311496 | val_loss: 0.0311609 | Time: 2249.65 ms [2021-11-28 13:15:15 main:574] : INFO : Epoch 1866 | loss: 0.0311507 | val_loss: 0.0311636 | Time: 2215.81 ms [2021-11-28 13:15:17 main:574] : INFO : Epoch 1867 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 2216.71 ms [2021-11-28 13:15:20 main:574] : INFO : Epoch 1868 | loss: 0.0311525 | val_loss: 0.031163 | Time: 2229.56 ms [2021-11-28 13:15:22 main:574] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311653 | Time: 2234.26 ms [2021-11-28 13:15:24 main:574] : INFO : Epoch 1870 | loss: 0.0311594 | val_loss: 0.031167 | Time: 2187.5 ms [2021-11-28 13:15:26 main:574] : INFO : Epoch 1871 | loss: 0.0311619 | val_loss: 0.0311637 | Time: 2230.38 ms [2021-11-28 13:15:28 main:574] : INFO : Epoch 1872 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 2203.17 ms [2021-11-28 13:15:31 main:574] : INFO : Epoch 1873 | loss: 0.0311541 | val_loss: 0.0311623 | Time: 2222.37 ms [2021-11-28 13:15:33 main:574] : INFO : Epoch 1874 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 2236.1 ms [2021-11-28 13:15:35 main:574] : INFO : Epoch 1875 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 2209.58 ms [2021-11-28 13:15:37 main:574] : INFO : Epoch 1876 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 2186.23 ms [2021-11-28 13:15:39 main:574] : INFO : Epoch 1877 | loss: 0.0311519 | val_loss: 0.0311629 | Time: 2210.84 ms [2021-11-28 13:15:42 main:574] : INFO : Epoch 1878 | loss: 0.0311496 | val_loss: 0.031161 | Time: 2211.36 ms [2021-11-28 13:15:44 main:574] : INFO : Epoch 1879 | loss: 0.0311493 | val_loss: 0.0311611 | Time: 2230.95 ms [2021-11-28 13:15:46 main:574] : INFO : Epoch 1880 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 2218.72 ms [2021-11-28 13:15:48 main:574] : INFO : Epoch 1881 | loss: 0.03115 | val_loss: 0.0311625 | Time: 2225.4 ms [2021-11-28 13:15:51 main:574] : INFO : Epoch 1882 | loss: 0.0311497 | val_loss: 0.0311609 | Time: 2213.56 ms [2021-11-28 13:15:53 main:574] : INFO : Epoch 1883 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 2219.79 ms [2021-11-28 13:15:55 main:574] : INFO : Epoch 1884 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 2224.32 ms [2021-11-28 13:15:57 main:574] : INFO : Epoch 1885 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 2238.78 ms [2021-11-28 13:15:59 main:574] : INFO : Epoch 1886 | loss: 0.0311505 | val_loss: 0.0311619 | Time: 2229.78 ms [2021-11-28 13:16:02 main:574] : INFO : Epoch 1887 | loss: 0.0311495 | val_loss: 0.0311657 | Time: 2234.22 ms [2021-11-28 13:16:04 main:574] : INFO : Epoch 1888 | loss: 0.0311554 | val_loss: 0.031163 | Time: 2233.18 ms [2021-11-28 13:16:06 main:574] : INFO : Epoch 1889 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 2223.94 ms [2021-11-28 13:16:08 main:574] : INFO : Epoch 1890 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 2227 ms [2021-11-28 13:16:11 main:574] : INFO : Epoch 1891 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 2220.66 ms [2021-11-28 13:16:13 main:574] : INFO : Epoch 1892 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 2245.03 ms [2021-11-28 13:16:15 main:574] : INFO : Epoch 1893 | loss: 0.0311529 | val_loss: 0.0311587 | Time: 2251.33 ms [2021-11-28 13:16:17 main:574] : INFO : Epoch 1894 | loss: 0.0311509 | val_loss: 0.0311592 | Time: 2209.54 ms [2021-11-28 13:16:20 main:574] : INFO : Epoch 1895 | loss: 0.0311506 | val_loss: 0.031158 | Time: 2248.7 ms [2021-11-28 13:16:22 main:574] : INFO : Epoch 1896 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 2220.58 ms [2021-11-28 13:16:24 main:574] : INFO : Epoch 1897 | loss: 0.031149 | val_loss: 0.0311609 | Time: 2221.35 ms [2021-11-28 13:16:26 main:574] : INFO : Epoch 1898 | loss: 0.0311483 | val_loss: 0.0311594 | Time: 2199.04 ms [2021-11-28 13:16:29 main:574] : INFO : Epoch 1899 | loss: 0.0311484 | val_loss: 0.0311602 | Time: 2236.57 ms [2021-11-28 13:16:31 main:574] : INFO : Epoch 1900 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 2229.12 ms [2021-11-28 13:16:33 main:574] : INFO : Epoch 1901 | loss: 0.0311515 | val_loss: 0.0311604 | Time: 2215.16 ms [2021-11-28 13:16:35 main:574] : INFO : Epoch 1902 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 2243.37 ms [2021-11-28 13:16:37 main:574] : INFO : Epoch 1903 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 2219.45 ms [2021-11-28 13:16:40 main:574] : INFO : Epoch 1904 | loss: 0.0311523 | val_loss: 0.0311576 | Time: 2224.8 ms [2021-11-28 13:16:42 main:574] : INFO : Epoch 1905 | loss: 0.0311494 | val_loss: 0.0311574 | Time: 2219.02 ms [2021-11-28 13:16:44 main:574] : INFO : Epoch 1906 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 2208.05 ms [2021-11-28 13:16:46 main:574] : INFO : Epoch 1907 | loss: 0.0311513 | val_loss: 0.0311638 | Time: 2250.58 ms [2021-11-28 13:16:49 main:574] : INFO : Epoch 1908 | loss: 0.031166 | val_loss: 0.0311759 | Time: 2193.79 ms [2021-11-28 13:16:51 main:574] : INFO : Epoch 1909 | loss: 0.0311689 | val_loss: 0.0311694 | Time: 2234.02 ms [2021-11-28 13:16:53 main:574] : INFO : Epoch 1910 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 2232.97 ms [2021-11-28 13:16:55 main:574] : INFO : Epoch 1911 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2242.43 ms [2021-11-28 13:16:57 main:574] : INFO : Epoch 1912 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 2220.99 ms [2021-11-28 13:17:00 main:574] : INFO : Epoch 1913 | loss: 0.0311636 | val_loss: 0.0311668 | Time: 2180.22 ms [2021-11-28 13:17:02 main:574] : INFO : Epoch 1914 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 2220.91 ms [2021-11-28 13:17:04 main:574] : INFO : Epoch 1915 | loss: 0.0311644 | val_loss: 0.0311661 | Time: 2219.38 ms [2021-11-28 13:17:06 main:574] : INFO : Epoch 1916 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 2228.13 ms [2021-11-28 13:17:09 main:574] : INFO : Epoch 1917 | loss: 0.031159 | val_loss: 0.0311645 | Time: 2214.38 ms [2021-11-28 13:17:11 main:574] : INFO : Epoch 1918 | loss: 0.031159 | val_loss: 0.0311657 | Time: 2222.81 ms [2021-11-28 13:17:13 main:574] : INFO : Epoch 1919 | loss: 0.0311584 | val_loss: 0.0311624 | Time: 2236.79 ms [2021-11-28 13:17:15 main:574] : INFO : Epoch 1920 | loss: 0.0311567 | val_loss: 0.031163 | Time: 2236.7 ms [2021-11-28 13:17:18 main:574] : INFO : Epoch 1921 | loss: 0.0311567 | val_loss: 0.0311632 | Time: 2246.86 ms [2021-11-28 13:17:20 main:574] : INFO : Epoch 1922 | loss: 0.0311562 | val_loss: 0.0311628 | Time: 2211.66 ms [2021-11-28 13:17:22 main:574] : INFO : Epoch 1923 | loss: 0.031156 | val_loss: 0.0311627 | Time: 2223.25 ms [2021-11-28 13:17:24 main:574] : INFO : Epoch 1924 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 2231.16 ms [2021-11-28 13:17:26 main:574] : INFO : Epoch 1925 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 2240.2 ms [2021-11-28 13:17:29 main:574] : INFO : Epoch 1926 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 2239.78 ms [2021-11-28 13:17:31 main:574] : INFO : Epoch 1927 | loss: 0.0311537 | val_loss: 0.0311619 | Time: 2232.54 ms [2021-11-28 13:17:33 main:574] : INFO : Epoch 1928 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2237.46 ms [2021-11-28 13:17:35 main:574] : INFO : Epoch 1929 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 2233.28 ms [2021-11-28 13:17:38 main:574] : INFO : Epoch 1930 | loss: 0.0311531 | val_loss: 0.0311636 | Time: 2231.5 ms [2021-11-28 13:17:40 main:574] : INFO : Epoch 1931 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 2236.97 ms [2021-11-28 13:17:42 main:574] : INFO : Epoch 1932 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 2209.68 ms [2021-11-28 13:17:44 main:574] : INFO : Epoch 1933 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 2214.8 ms [2021-11-28 13:17:47 main:574] : INFO : Epoch 1934 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2211.24 ms [2021-11-28 13:17:49 main:574] : INFO : Epoch 1935 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 2210.72 ms [2021-11-28 13:17:51 main:574] : INFO : Epoch 1936 | loss: 0.0311545 | val_loss: 0.0311644 | Time: 2226.54 ms [2021-11-28 13:17:53 main:574] : INFO : Epoch 1937 | loss: 0.0311596 | val_loss: 0.0311761 | Time: 2204.01 ms [2021-11-28 13:17:55 main:574] : INFO : Epoch 1938 | loss: 0.0311542 | val_loss: 0.031164 | Time: 2234.47 ms [2021-11-28 13:17:58 main:574] : INFO : Epoch 1939 | loss: 0.0311502 | val_loss: 0.0311638 | Time: 2233.73 ms [2021-11-28 13:18:00 main:574] : INFO : Epoch 1940 | loss: 0.0311506 | val_loss: 0.0311623 | Time: 2223.84 ms [2021-11-28 13:18:02 main:574] : INFO : Epoch 1941 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 2238.35 ms [2021-11-28 13:18:04 main:574] : INFO : Epoch 1942 | loss: 0.031154 | val_loss: 0.0311672 | Time: 2262.66 ms [2021-11-28 13:18:07 main:574] : INFO : Epoch 1943 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 2206.91 ms [2021-11-28 13:18:09 main:574] : INFO : Epoch 1944 | loss: 0.0311526 | val_loss: 0.0311622 | Time: 2219.89 ms [2021-11-28 13:18:11 main:574] : INFO : Epoch 1945 | loss: 0.0311519 | val_loss: 0.0311625 | Time: 2244.03 ms [2021-11-28 13:18:13 main:574] : INFO : Epoch 1946 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 2231.2 ms [2021-11-28 13:18:16 main:574] : INFO : Epoch 1947 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 2237.91 ms [2021-11-28 13:18:18 main:574] : INFO : Epoch 1948 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 2233.33 ms [2021-11-28 13:18:20 main:574] : INFO : Epoch 1949 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 2234.72 ms [2021-11-28 13:18:22 main:574] : INFO : Epoch 1950 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 2200.16 ms [2021-11-28 13:18:24 main:574] : INFO : Epoch 1951 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 2255.22 ms [2021-11-28 13:18:27 main:574] : INFO : Epoch 1952 | loss: 0.0311501 | val_loss: 0.0311608 | Time: 2245 ms [2021-11-28 13:18:29 main:574] : INFO : Epoch 1953 | loss: 0.0311498 | val_loss: 0.0311644 | Time: 2221.2 ms [2021-11-28 13:18:31 main:574] : INFO : Epoch 1954 | loss: 0.031149 | val_loss: 0.0311604 | Time: 2216.35 ms [2021-11-28 13:18:33 main:574] : INFO : Epoch 1955 | loss: 0.031148 | val_loss: 0.0311609 | Time: 2230.26 ms [2021-11-28 13:18:36 main:574] : INFO : Epoch 1956 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 2233.78 ms [2021-11-28 13:18:38 main:574] : INFO : Epoch 1957 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 2228.09 ms [2021-11-28 13:18:40 main:574] : INFO : Epoch 1958 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 2246.08 ms [2021-11-28 13:18:42 main:574] : INFO : Epoch 1959 | loss: 0.0311516 | val_loss: 0.0311606 | Time: 2219.6 ms [2021-11-28 13:18:45 main:574] : INFO : Epoch 1960 | loss: 0.0311493 | val_loss: 0.0311601 | Time: 2243.02 ms [2021-11-28 13:18:47 main:574] : INFO : Epoch 1961 | loss: 0.0311491 | val_loss: 0.0311607 | Time: 2210.33 ms [2021-11-28 13:18:49 main:574] : INFO : Epoch 1962 | loss: 0.0311501 | val_loss: 0.0311633 | Time: 2219.65 ms [2021-11-28 13:18:51 main:574] : INFO : Epoch 1963 | loss: 0.0311495 | val_loss: 0.031161 | Time: 2245.71 ms [2021-11-28 13:18:53 main:574] : INFO : Epoch 1964 | loss: 0.031148 | val_loss: 0.0311612 | Time: 2207.19 ms [2021-11-28 13:18:56 main:574] : INFO : Epoch 1965 | loss: 0.031148 | val_loss: 0.0311593 | Time: 2239.88 ms [2021-11-28 13:18:58 main:574] : INFO : Epoch 1966 | loss: 0.0311493 | val_loss: 0.031163 | Time: 2243.69 ms [2021-11-28 13:19:00 main:574] : INFO : Epoch 1967 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 2236.31 ms [2021-11-28 13:19:02 main:574] : INFO : Epoch 1968 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 2224.43 ms [2021-11-28 13:19:05 main:574] : INFO : Epoch 1969 | loss: 0.0311483 | val_loss: 0.031161 | Time: 2237.98 ms [2021-11-28 13:19:07 main:574] : INFO : Epoch 1970 | loss: 0.0311459 | val_loss: 0.031161 | Time: 2233.72 ms [2021-11-28 13:19:09 main:574] : INFO : Epoch 1971 | loss: 0.031148 | val_loss: 0.0311624 | Time: 2229.02 ms [2021-11-28 13:19:11 main:574] : INFO : Epoch 1972 | loss: 0.0311486 | val_loss: 0.0311637 | Time: 2247.97 ms [2021-11-28 13:19:14 main:574] : INFO : Epoch 1973 | loss: 0.0311474 | val_loss: 0.0311607 | Time: 2202.21 ms [2021-11-28 13:19:16 main:574] : INFO : Epoch 1974 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 2228.44 ms [2021-11-28 13:19:18 main:574] : INFO : Epoch 1975 | loss: 0.031147 | val_loss: 0.031162 | Time: 2208.42 ms [2021-11-28 13:19:20 main:574] : INFO : Epoch 1976 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 2226.01 ms [2021-11-28 13:19:22 main:574] : INFO : Epoch 1977 | loss: 0.0311495 | val_loss: 0.0311616 | Time: 2214.68 ms [2021-11-28 13:19:25 main:574] : INFO : Epoch 1978 | loss: 0.0311519 | val_loss: 0.0311645 | Time: 2234.84 ms [2021-11-28 13:19:27 main:574] : INFO : Epoch 1979 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 2211.53 ms [2021-11-28 13:19:29 main:574] : INFO : Epoch 1980 | loss: 0.0311517 | val_loss: 0.0311644 | Time: 2214.2 ms [2021-11-28 13:19:31 main:574] : INFO : Epoch 1981 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 2218.36 ms [2021-11-28 13:19:34 main:574] : INFO : Epoch 1982 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 2202.61 ms [2021-11-28 13:19:36 main:574] : INFO : Epoch 1983 | loss: 0.0311516 | val_loss: 0.031164 | Time: 2210.33 ms [2021-11-28 13:19:38 main:574] : INFO : Epoch 1984 | loss: 0.0311512 | val_loss: 0.0311637 | Time: 2223.64 ms [2021-11-28 13:19:40 main:574] : INFO : Epoch 1985 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 2216.02 ms [2021-11-28 13:19:42 main:574] : INFO : Epoch 1986 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 2215.38 ms [2021-11-28 13:19:45 main:574] : INFO : Epoch 1987 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2213.88 ms [2021-11-28 13:19:47 main:574] : INFO : Epoch 1988 | loss: 0.0311499 | val_loss: 0.0311613 | Time: 2235.78 ms [2021-11-28 13:19:49 main:574] : INFO : Epoch 1989 | loss: 0.0311578 | val_loss: 0.031168 | Time: 2205.7 ms [2021-11-28 13:19:51 main:574] : INFO : Epoch 1990 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 2214.74 ms [2021-11-28 13:19:54 main:574] : INFO : Epoch 1991 | loss: 0.0311548 | val_loss: 0.0311604 | Time: 2174.76 ms [2021-11-28 13:19:56 main:574] : INFO : Epoch 1992 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 2237.52 ms [2021-11-28 13:19:58 main:574] : INFO : Epoch 1993 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 2236.8 ms [2021-11-28 13:20:00 main:574] : INFO : Epoch 1994 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 2204.15 ms [2021-11-28 13:20:02 main:574] : INFO : Epoch 1995 | loss: 0.031154 | val_loss: 0.0311649 | Time: 2216.13 ms [2021-11-28 13:20:05 main:574] : INFO : Epoch 1996 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 2237.99 ms [2021-11-28 13:20:07 main:574] : INFO : Epoch 1997 | loss: 0.0311502 | val_loss: 0.031166 | Time: 2200.77 ms [2021-11-28 13:20:09 main:574] : INFO : Epoch 1998 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2214.83 ms [2021-11-28 13:20:11 main:574] : INFO : Epoch 1999 | loss: 0.0311494 | val_loss: 0.0311653 | Time: 2207.61 ms [2021-11-28 13:20:14 main:574] : INFO : Epoch 2000 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 2216.77 ms [2021-11-28 13:20:16 main:574] : INFO : Epoch 2001 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2207.32 ms [2021-11-28 13:20:18 main:574] : INFO : Epoch 2002 | loss: 0.0311581 | val_loss: 0.0311643 | Time: 2232.73 ms [2021-11-28 13:20:20 main:574] : INFO : Epoch 2003 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 2246.97 ms [2021-11-28 13:20:22 main:574] : INFO : Epoch 2004 | loss: 0.0311571 | val_loss: 0.0311639 | Time: 2216.36 ms [2021-11-28 13:20:25 main:574] : INFO : Epoch 2005 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 2209.61 ms [2021-11-28 13:20:27 main:574] : INFO : Epoch 2006 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 2188.6 ms [2021-11-28 13:20:29 main:574] : INFO : Epoch 2007 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2193.63 ms [2021-11-28 13:20:31 main:574] : INFO : Epoch 2008 | loss: 0.0311552 | val_loss: 0.0311637 | Time: 2221.15 ms [2021-11-28 13:20:34 main:574] : INFO : Epoch 2009 | loss: 0.0311535 | val_loss: 0.0311653 | Time: 2223.81 ms [2021-11-28 13:20:36 main:574] : INFO : Epoch 2010 | loss: 0.031154 | val_loss: 0.0311614 | Time: 2243.31 ms [2021-11-28 13:20:38 main:574] : INFO : Epoch 2011 | loss: 0.0311527 | val_loss: 0.0311625 | Time: 2211.16 ms [2021-11-28 13:20:40 main:574] : INFO : Epoch 2012 | loss: 0.0311519 | val_loss: 0.0311623 | Time: 2211.63 ms [2021-11-28 13:20:42 main:574] : INFO : Epoch 2013 | loss: 0.0311502 | val_loss: 0.0311618 | Time: 2276.22 ms [2021-11-28 13:20:45 main:574] : INFO : Epoch 2014 | loss: 0.0311502 | val_loss: 0.0311643 | Time: 2264.55 ms [2021-11-28 13:20:47 main:574] : INFO : Epoch 2015 | loss: 0.0311495 | val_loss: 0.0311635 | Time: 2206.06 ms [2021-11-28 13:20:49 main:574] : INFO : Epoch 2016 | loss: 0.0311521 | val_loss: 0.0311635 | Time: 2227.76 ms [2021-11-28 13:20:51 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.0311637 | Time: 2217.37 ms [2021-11-28 13:20:54 main:574] : INFO : Epoch 2018 | loss: 0.0311484 | val_loss: 0.0311634 | Time: 2199.72 ms [2021-11-28 13:20:56 main:574] : INFO : Epoch 2019 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 2197.68 ms [2021-11-28 13:20:58 main:574] : INFO : Epoch 2020 | loss: 0.031151 | val_loss: 0.0311619 | Time: 2207.5 ms [2021-11-28 13:21:00 main:574] : INFO : Epoch 2021 | loss: 0.0311499 | val_loss: 0.0311601 | Time: 2204.02 ms [2021-11-28 13:21:02 main:574] : INFO : Epoch 2022 | loss: 0.031149 | val_loss: 0.0311641 | Time: 2209.81 ms [2021-11-28 13:21:05 main:574] : INFO : Epoch 2023 | loss: 0.0311522 | val_loss: 0.0311599 | Time: 2215.76 ms [2021-11-28 13:21:07 main:574] : INFO : Epoch 2024 | loss: 0.0311503 | val_loss: 0.0311629 | Time: 2201.99 ms [2021-11-28 13:21:09 main:574] : INFO : Epoch 2025 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 2225.29 ms [2021-11-28 13:21:11 main:574] : INFO : Epoch 2026 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2189 ms [2021-11-28 13:21:13 main:574] : INFO : Epoch 2027 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 2220.31 ms [2021-11-28 13:21:16 main:574] : INFO : Epoch 2028 | loss: 0.031148 | val_loss: 0.0311647 | Time: 2215.62 ms [2021-11-28 13:21:18 main:574] : INFO : Epoch 2029 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 2214.41 ms [2021-11-28 13:21:20 main:574] : INFO : Epoch 2030 | loss: 0.0311586 | val_loss: 0.031169 | Time: 2198.51 ms [2021-11-28 13:21:22 main:574] : INFO : Epoch 2031 | loss: 0.031152 | val_loss: 0.0311674 | Time: 2196.39 ms [2021-11-28 13:21:25 main:574] : INFO : Epoch 2032 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 2245.99 ms [2021-11-28 13:21:27 main:574] : INFO : Epoch 2033 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 2224.38 ms [2021-11-28 13:21:29 main:574] : INFO : Epoch 2034 | loss: 0.0311476 | val_loss: 0.0311629 | Time: 2189.52 ms [2021-11-28 13:21:31 main:574] : INFO : Epoch 2035 | loss: 0.0311499 | val_loss: 0.0311686 | Time: 2224.62 ms [2021-11-28 13:21:33 main:574] : INFO : Epoch 2036 | loss: 0.0311493 | val_loss: 0.0311703 | Time: 2212.7 ms [2021-11-28 13:21:36 main:574] : INFO : Epoch 2037 | loss: 0.0311519 | val_loss: 0.0311721 | Time: 2220.95 ms [2021-11-28 13:21:38 main:574] : INFO : Epoch 2038 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2235.55 ms [2021-11-28 13:21:40 main:574] : INFO : Epoch 2039 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 2233.08 ms [2021-11-28 13:21:42 main:574] : INFO : Epoch 2040 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 2195.84 ms [2021-11-28 13:21:45 main:574] : INFO : Epoch 2041 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 2226.03 ms [2021-11-28 13:21:47 main:574] : INFO : Epoch 2042 | loss: 0.0311465 | val_loss: 0.0311621 | Time: 2217.32 ms [2021-11-28 13:21:49 main:574] : INFO : Epoch 2043 | loss: 0.0311463 | val_loss: 0.031164 | Time: 2228.67 ms [2021-11-28 13:21:51 main:574] : INFO : Epoch 2044 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 2209.84 ms [2021-11-28 13:21:53 main:574] : INFO : Epoch 2045 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 2205.64 ms [2021-11-28 13:21:56 main:574] : INFO : Epoch 2046 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 2262.16 ms [2021-11-28 13:21:58 main:574] : INFO : Epoch 2047 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 1800.68 ms [2021-11-28 13:21:59 main:574] : INFO : Epoch 2048 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 1635.41 ms [2021-11-28 13:21:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726 [2021-11-28 13:21:59 main:603] : INFO : Saving end state to config to file [2021-11-28 13:21:59 main:608] : INFO : Success, exiting.. 13:21:59 (13428): 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)