Task 10819732
| Name | ParityModified-1639951682-7805-2-0_0 |
| Workunit | 8129699 |
| Created | 16 Jan 2022, 13:12:14 UTC |
| Sent | 4 Feb 2022, 2:47:34 UTC |
| Report deadline | 12 Feb 2022, 2:47:34 UTC |
| Received | 4 Feb 2022, 8:40:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 2 hours 20 min 59 sec |
| CPU time | 2 hours 17 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s [2022-02-04 07:21:46 main:574] : INFO : Epoch 1542 | loss: 0.031087 | val_loss: 0.0311442 | Time: 2405.3 ms [2022-02-04 07:21:49 main:574] : INFO : Epoch 1543 | loss: 0.0311043 | val_loss: 0.0311309 | Time: 2406.69 ms [2022-02-04 07:21:50 main:574] : INFO : Epoch 1544 | loss: 0.0310955 | val_loss: 0.0311394 | Time: 1541.39 ms [2022-02-04 07:21:53 main:574] : INFO : Epoch 1545 | loss: 0.0310866 | val_loss: 0.0311453 | Time: 2084.57 ms [2022-02-04 07:21:55 main:574] : INFO : Epoch 1546 | loss: 0.0310923 | val_loss: 0.0311414 | Time: 2378.31 ms [2022-02-04 07:21:57 main:574] : INFO : Epoch 1547 | loss: 0.0310959 | val_loss: 0.0311414 | Time: 2413.37 ms [2022-02-04 07:22:00 main:574] : INFO : Epoch 1548 | loss: 0.0310825 | val_loss: 0.0311353 | Time: 2268.51 ms [2022-02-04 07:22:01 main:574] : INFO : Epoch 1549 | loss: 0.0310767 | val_loss: 0.031145 | Time: 1343.18 ms [2022-02-04 07:22:03 main:574] : INFO : Epoch 1550 | loss: 0.0310821 | val_loss: 0.0311416 | Time: 2365.86 ms [2022-02-04 07:22:06 main:574] : INFO : Epoch 1551 | loss: 0.0310827 | val_loss: 0.0311434 | Time: 2385.48 ms [2022-02-04 07:22:08 main:574] : INFO : Epoch 1552 | loss: 0.0310746 | val_loss: 0.0311484 | Time: 2374.1 ms [2022-02-04 07:22:10 main:574] : INFO : Epoch 1553 | loss: 0.0310757 | val_loss: 0.0311361 | Time: 1908.51 ms [2022-02-04 07:22:12 main:574] : INFO : Epoch 1554 | loss: 0.0310697 | val_loss: 0.0311471 | Time: 1781.75 ms [2022-02-04 07:22:14 main:574] : INFO : Epoch 1555 | loss: 0.0310646 | val_loss: 0.0311373 | Time: 2447.99 ms [2022-02-04 07:22:17 main:574] : INFO : Epoch 1556 | loss: 0.0310634 | val_loss: 0.0311423 | Time: 2286.6 ms [2022-02-04 07:22:19 main:574] : INFO : Epoch 1557 | loss: 0.0310636 | val_loss: 0.0311537 | Time: 2254.3 ms [2022-02-04 07:22:20 main:574] : INFO : Epoch 1558 | loss: 0.0310611 | val_loss: 0.0311457 | Time: 1524.68 ms [2022-02-04 07:22:22 main:574] : INFO : Epoch 1559 | loss: 0.0310582 | val_loss: 0.0311409 | Time: 1805.43 ms [2022-02-04 07:22:24 main:574] : INFO : Epoch 1560 | loss: 0.031055 | val_loss: 0.0311436 | Time: 2188.53 ms [2022-02-04 07:22:27 main:574] : INFO : Epoch 1561 | loss: 0.03106 | val_loss: 0.0311465 | Time: 2332.12 ms [2022-02-04 07:22:29 main:574] : INFO : Epoch 1562 | loss: 0.0310627 | val_loss: 0.0311468 | Time: 2202.55 ms [2022-02-04 07:22:30 main:574] : INFO : Epoch 1563 | loss: 0.0310708 | val_loss: 0.0311267 | Time: 1594.39 ms [2022-02-04 07:22:32 main:574] : INFO : Epoch 1564 | loss: 0.0310629 | val_loss: 0.0311302 | Time: 1746.26 ms [2022-02-04 07:22:34 main:574] : INFO : Epoch 1565 | loss: 0.0310605 | val_loss: 0.0311355 | Time: 2198.95 ms [2022-02-04 07:22:37 main:574] : INFO : Epoch 1566 | loss: 0.0310544 | val_loss: 0.0311449 | Time: 2177.95 ms [2022-02-04 07:22:39 main:574] : INFO : Epoch 1567 | loss: 0.0310546 | val_loss: 0.0311422 | Time: 2193.75 ms [2022-02-04 07:22:40 main:574] : INFO : Epoch 1568 | loss: 0.0310559 | val_loss: 0.0311404 | Time: 1678.3 ms [2022-02-04 07:22:42 main:574] : INFO : Epoch 1569 | loss: 0.0310551 | val_loss: 0.0311433 | Time: 1691.67 ms [2022-02-04 07:22:44 main:574] : INFO : Epoch 1570 | loss: 0.0310594 | val_loss: 0.0311464 | Time: 2205.96 ms [2022-02-04 07:22:47 main:574] : INFO : Epoch 1571 | loss: 0.0310566 | val_loss: 0.0311436 | Time: 2151.54 ms [2022-02-04 07:22:49 main:574] : INFO : Epoch 1572 | loss: 0.0310533 | val_loss: 0.0311496 | Time: 2214.91 ms [2022-02-04 07:22:50 main:574] : INFO : Epoch 1573 | loss: 0.0310533 | val_loss: 0.0311431 | Time: 1565.37 ms [2022-02-04 07:22:52 main:574] : INFO : Epoch 1574 | loss: 0.0310583 | val_loss: 0.031139 | Time: 1889.18 ms [2022-02-04 07:22:54 main:574] : INFO : Epoch 1575 | loss: 0.0310576 | val_loss: 0.0311498 | Time: 2150.08 ms [2022-02-04 07:22:57 main:574] : INFO : Epoch 1576 | loss: 0.0310536 | val_loss: 0.0311585 | Time: 2218.72 ms [2022-02-04 07:22:59 main:574] : INFO : Epoch 1577 | loss: 0.031053 | val_loss: 0.0311484 | Time: 2171.06 ms [2022-02-04 07:23:00 main:574] : INFO : Epoch 1578 | loss: 0.0310666 | val_loss: 0.0311426 | Time: 1555.47 ms [2022-02-04 07:23:02 main:574] : INFO : Epoch 1579 | loss: 0.031059 | val_loss: 0.0311426 | Time: 1697.4 ms [2022-02-04 07:23:04 main:574] : INFO : Epoch 1580 | loss: 0.031053 | val_loss: 0.0311581 | Time: 2180.84 ms [2022-02-04 07:23:06 main:574] : INFO : Epoch 1581 | loss: 0.031053 | val_loss: 0.0311654 | Time: 2187.74 ms [2022-02-04 07:23:09 main:574] : INFO : Epoch 1582 | loss: 0.0310528 | val_loss: 0.0311519 | Time: 2179.5 ms [2022-02-04 07:23:10 main:574] : INFO : Epoch 1583 | loss: 0.0310453 | val_loss: 0.0311483 | Time: 1665.26 ms [2022-02-04 07:23:12 main:574] : INFO : Epoch 1584 | loss: 0.0310463 | val_loss: 0.0311555 | Time: 1684.73 ms [2022-02-04 07:23:14 main:574] : INFO : Epoch 1585 | loss: 0.0310525 | val_loss: 0.0311495 | Time: 2151.34 ms [2022-02-04 07:23:16 main:574] : INFO : Epoch 1586 | loss: 0.0310537 | val_loss: 0.0311546 | Time: 2184.44 ms [2022-02-04 07:23:19 main:574] : INFO : Epoch 1587 | loss: 0.0310482 | val_loss: 0.0311464 | Time: 2195.85 ms [2022-02-04 07:23:20 main:574] : INFO : Epoch 1588 | loss: 0.0310485 | val_loss: 0.0311464 | Time: 1708.41 ms [2022-02-04 07:23:22 main:574] : INFO : Epoch 1589 | loss: 0.0310487 | val_loss: 0.0311643 | Time: 1586.4 ms [2022-02-04 07:23:24 main:574] : INFO : Epoch 1590 | loss: 0.0310442 | val_loss: 0.0311637 | Time: 2157.06 ms [2022-02-04 07:23:26 main:574] : INFO : Epoch 1591 | loss: 0.0310488 | val_loss: 0.0311505 | Time: 2183.33 ms [2022-02-04 07:23:28 main:574] : INFO : Epoch 1592 | loss: 0.031054 | val_loss: 0.0311433 | Time: 2209.05 ms [2022-02-04 07:23:30 main:574] : INFO : Epoch 1593 | loss: 0.0310513 | val_loss: 0.0311698 | Time: 1824.66 ms [2022-02-04 07:23:32 main:574] : INFO : Epoch 1594 | loss: 0.0310629 | val_loss: 0.0311435 | Time: 1566.67 ms [2022-02-04 07:23:34 main:574] : INFO : Epoch 1595 | loss: 0.0310734 | val_loss: 0.0311444 | Time: 2207 ms [2022-02-04 07:23:36 main:574] : INFO : Epoch 1596 | loss: 0.0310593 | val_loss: 0.0311511 | Time: 2179.24 ms [2022-02-04 07:23:38 main:574] : INFO : Epoch 1597 | loss: 0.0310499 | val_loss: 0.0311536 | Time: 2178.08 ms [2022-02-04 07:23:40 main:574] : INFO : Epoch 1598 | loss: 0.0310495 | val_loss: 0.0311596 | Time: 1908.37 ms [2022-02-04 07:23:42 main:574] : INFO : Epoch 1599 | loss: 0.031052 | val_loss: 0.0311446 | Time: 1451.23 ms [2022-02-04 07:23:44 main:574] : INFO : Epoch 1600 | loss: 0.0310522 | val_loss: 0.0311432 | Time: 2174.63 ms [2022-02-04 07:23:46 main:574] : INFO : Epoch 1601 | loss: 0.0310477 | val_loss: 0.0311564 | Time: 2187.17 ms [2022-02-04 07:23:48 main:574] : INFO : Epoch 1602 | loss: 0.0310427 | val_loss: 0.0311557 | Time: 2190.03 ms [2022-02-04 07:23:50 main:574] : INFO : Epoch 1603 | loss: 0.0310466 | val_loss: 0.0311488 | Time: 2008.49 ms [2022-02-04 07:23:52 main:574] : INFO : Epoch 1604 | loss: 0.0310484 | val_loss: 0.0311571 | Time: 1505.49 ms [2022-02-04 07:23:54 main:574] : INFO : Epoch 1605 | loss: 0.031047 | val_loss: 0.0311595 | Time: 2193.1 ms [2022-02-04 07:23:56 main:574] : INFO : Epoch 1606 | loss: 0.0310487 | val_loss: 0.0311515 | Time: 2186.83 ms [2022-02-04 07:23:58 main:574] : INFO : Epoch 1607 | loss: 0.0310496 | val_loss: 0.0311546 | Time: 2188.16 ms [2022-02-04 07:24:00 main:574] : INFO : Epoch 1608 | loss: 0.0310706 | val_loss: 0.0311709 | Time: 1835.19 ms [2022-02-04 07:24:02 main:574] : INFO : Epoch 1609 | loss: 0.0310759 | val_loss: 0.0311461 | Time: 1606.37 ms [2022-02-04 07:24:04 main:574] : INFO : Epoch 1610 | loss: 0.0310888 | val_loss: 0.0311522 | Time: 2188.83 ms [2022-02-04 07:24:06 main:574] : INFO : Epoch 1611 | loss: 0.0311467 | val_loss: 0.0311495 | Time: 2162.82 ms [2022-02-04 07:24:08 main:574] : INFO : Epoch 1612 | loss: 0.0311315 | val_loss: 0.031141 | Time: 2203.93 ms [2022-02-04 07:24:10 main:574] : INFO : Epoch 1613 | loss: 0.0311183 | val_loss: 0.0311398 | Time: 1837.02 ms [2022-02-04 07:24:12 main:574] : INFO : Epoch 1614 | loss: 0.0311111 | val_loss: 0.0311371 | Time: 1467.04 ms [2022-02-04 07:24:14 main:574] : INFO : Epoch 1615 | loss: 0.0311055 | val_loss: 0.0311331 | Time: 2163.24 ms [2022-02-04 07:24:16 main:574] : INFO : Epoch 1616 | loss: 0.0311009 | val_loss: 0.0311355 | Time: 2184.99 ms [2022-02-04 07:24:18 main:574] : INFO : Epoch 1617 | loss: 0.0310961 | val_loss: 0.0311369 | Time: 2206.42 ms [2022-02-04 07:24:20 main:574] : INFO : Epoch 1618 | loss: 0.0310902 | val_loss: 0.0311395 | Time: 1869.24 ms [2022-02-04 07:24:22 main:574] : INFO : Epoch 1619 | loss: 0.0310944 | val_loss: 0.0311395 | Time: 1327.5 ms [2022-02-04 07:24:24 main:574] : INFO : Epoch 1620 | loss: 0.0310982 | val_loss: 0.0311401 | Time: 2152.99 ms [2022-02-04 07:24:26 main:574] : INFO : Epoch 1621 | loss: 0.031092 | val_loss: 0.0311361 | Time: 2209.45 ms [2022-02-04 07:24:28 main:574] : INFO : Epoch 1622 | loss: 0.0310869 | val_loss: 0.0311487 | Time: 2196.87 ms [2022-02-04 07:24:30 main:574] : INFO : Epoch 1623 | loss: 0.0310818 | val_loss: 0.0311471 | Time: 1990.34 ms [2022-02-04 07:24:31 main:574] : INFO : Epoch 1624 | loss: 0.0310878 | val_loss: 0.0311397 | Time: 1300.71 ms [2022-02-04 07:24:34 main:574] : INFO : Epoch 1625 | loss: 0.0310844 | val_loss: 0.031142 | Time: 2182.07 ms [2022-02-04 07:24:36 main:574] : INFO : Epoch 1626 | loss: 0.0310807 | val_loss: 0.031142 | Time: 2194.68 ms [2022-02-04 07:24:38 main:574] : INFO : Epoch 1627 | loss: 0.0310826 | val_loss: 0.031139 | Time: 2174.13 ms [2022-02-04 07:24:40 main:574] : INFO : Epoch 1628 | loss: 0.0310899 | val_loss: 0.0311604 | Time: 2102.1 ms [2022-02-04 07:24:41 main:574] : INFO : Epoch 1629 | loss: 0.0310906 | val_loss: 0.0311403 | Time: 1307.06 ms [2022-02-04 07:24:44 main:574] : INFO : Epoch 1630 | loss: 0.0310827 | val_loss: 0.0311342 | Time: 2211.46 ms [2022-02-04 07:24:46 main:574] : INFO : Epoch 1631 | loss: 0.031078 | val_loss: 0.0311451 | Time: 2176.83 ms [2022-02-04 07:24:48 main:574] : INFO : Epoch 1632 | loss: 0.0310771 | val_loss: 0.0311429 | Time: 2190.64 ms [2022-02-04 07:24:50 main:574] : INFO : Epoch 1633 | loss: 0.0310774 | val_loss: 0.0311462 | Time: 2136.17 ms [2022-02-04 07:24:51 main:574] : INFO : Epoch 1634 | loss: 0.0310731 | val_loss: 0.0311365 | Time: 1237.64 ms [2022-02-04 07:24:54 main:574] : INFO : Epoch 1635 | loss: 0.031069 | val_loss: 0.0311399 | Time: 2166.11 ms [2022-02-04 07:24:56 main:574] : INFO : Epoch 1636 | loss: 0.03107 | val_loss: 0.0311468 | Time: 2217.04 ms [2022-02-04 07:24:58 main:574] : INFO : Epoch 1637 | loss: 0.0310706 | val_loss: 0.0311444 | Time: 2229.37 ms [2022-02-04 07:25:00 main:574] : INFO : Epoch 1638 | loss: 0.0310675 | val_loss: 0.031134 | Time: 2062.3 ms [2022-02-04 07:25:01 main:574] : INFO : Epoch 1639 | loss: 0.0310643 | val_loss: 0.0311423 | Time: 1252.11 ms [2022-02-04 07:25:03 main:574] : INFO : Epoch 1640 | loss: 0.0310677 | val_loss: 0.0311385 | Time: 2107.49 ms [2022-02-04 07:25:06 main:574] : INFO : Epoch 1641 | loss: 0.031073 | val_loss: 0.0311437 | Time: 2174.33 ms [2022-02-04 07:25:08 main:574] : INFO : Epoch 1642 | loss: 0.0310775 | val_loss: 0.0311438 | Time: 2167.71 ms [2022-02-04 07:25:10 main:574] : INFO : Epoch 1643 | loss: 0.0310749 | val_loss: 0.0311436 | Time: 2165.77 ms [2022-02-04 07:25:11 main:574] : INFO : Epoch 1644 | loss: 0.0310687 | val_loss: 0.0311408 | Time: 1279.28 ms [2022-02-04 07:25:13 main:574] : INFO : Epoch 1645 | loss: 0.0310639 | val_loss: 0.0311396 | Time: 2015.18 ms [2022-02-04 07:25:15 main:574] : INFO : Epoch 1646 | loss: 0.0310689 | val_loss: 0.0311399 | Time: 2171.42 ms [2022-02-04 07:25:18 main:574] : INFO : Epoch 1647 | loss: 0.0310742 | val_loss: 0.0311457 | Time: 2168.49 ms [2022-02-04 07:25:20 main:574] : INFO : Epoch 1648 | loss: 0.0311037 | val_loss: 0.0311708 | Time: 2211.09 ms [2022-02-04 07:25:21 main:574] : INFO : Epoch 1649 | loss: 0.0311049 | val_loss: 0.0311408 | Time: 1359.13 ms [2022-02-04 07:25:23 main:574] : INFO : Epoch 1650 | loss: 0.0310813 | val_loss: 0.0311404 | Time: 1987.24 ms [2022-02-04 07:25:25 main:574] : INFO : Epoch 1651 | loss: 0.0310744 | val_loss: 0.0311429 | Time: 2170.03 ms [2022-02-04 07:25:27 main:574] : INFO : Epoch 1652 | loss: 0.0310685 | val_loss: 0.0311448 | Time: 2169.79 ms [2022-02-04 07:25:30 main:574] : INFO : Epoch 1653 | loss: 0.0310676 | val_loss: 0.0311423 | Time: 2144.13 ms [2022-02-04 07:25:31 main:574] : INFO : Epoch 1654 | loss: 0.0310709 | val_loss: 0.0311485 | Time: 1323.29 ms [2022-02-04 07:25:33 main:574] : INFO : Epoch 1655 | loss: 0.0310751 | val_loss: 0.0311433 | Time: 1991.96 ms [2022-02-04 07:25:35 main:574] : INFO : Epoch 1656 | loss: 0.0310705 | val_loss: 0.0311533 | Time: 2299.34 ms [2022-02-04 07:25:37 main:574] : INFO : Epoch 1657 | loss: 0.031065 | val_loss: 0.0311582 | Time: 2176.52 ms [2022-02-04 07:25:40 main:574] : INFO : Epoch 1658 | loss: 0.0310623 | val_loss: 0.0311483 | Time: 2132.4 ms [2022-02-04 07:25:41 main:574] : INFO : Epoch 1659 | loss: 0.0310602 | val_loss: 0.0311486 | Time: 1403.98 ms [2022-02-04 07:25:43 main:574] : INFO : Epoch 1660 | loss: 0.0310605 | val_loss: 0.0311549 | Time: 1941.49 ms [2022-02-04 07:25:45 main:574] : INFO : Epoch 1661 | loss: 0.0310642 | val_loss: 0.0311504 | Time: 2205.46 ms [2022-02-04 07:25:47 main:574] : INFO : Epoch 1662 | loss: 0.0310685 | val_loss: 0.0311615 | Time: 2162.77 ms [2022-02-04 07:25:49 main:574] : INFO : Epoch 1663 | loss: 0.031064 | val_loss: 0.0311611 | Time: 2184.72 ms [2022-02-04 07:25:51 main:574] : INFO : Epoch 1664 | loss: 0.0310648 | val_loss: 0.0311607 | Time: 1498.76 ms [2022-02-04 07:25:53 main:574] : INFO : Epoch 1665 | loss: 0.0310625 | val_loss: 0.0311537 | Time: 1879.53 ms [2022-02-04 07:25:55 main:574] : INFO : Epoch 1666 | loss: 0.0310629 | val_loss: 0.0311491 | Time: 2212.42 ms [2022-02-04 07:25:57 main:574] : INFO : Epoch 1667 | loss: 0.0310657 | val_loss: 0.0311485 | Time: 2191.19 ms [2022-02-04 07:25:59 main:574] : INFO : Epoch 1668 | loss: 0.0310618 | val_loss: 0.0311483 | Time: 2193.6 ms [2022-02-04 07:26:01 main:574] : INFO : Epoch 1669 | loss: 0.031057 | val_loss: 0.0311458 | Time: 1572.15 ms [2022-02-04 07:26:03 main:574] : INFO : Epoch 1670 | loss: 0.0310577 | val_loss: 0.031147 | Time: 1801.49 ms [2022-02-04 07:26:05 main:574] : INFO : Epoch 1671 | loss: 0.0310565 | val_loss: 0.0311592 | Time: 2201.78 ms [2022-02-04 07:26:07 main:574] : INFO : Epoch 1672 | loss: 0.0310591 | val_loss: 0.031152 | Time: 2167.22 ms [2022-02-04 07:26:09 main:574] : INFO : Epoch 1673 | loss: 0.0310538 | val_loss: 0.0311509 | Time: 2174.99 ms [2022-02-04 07:26:11 main:574] : INFO : Epoch 1674 | loss: 0.0310512 | val_loss: 0.0311484 | Time: 1554.83 ms [2022-02-04 07:26:13 main:574] : INFO : Epoch 1675 | loss: 0.0310535 | val_loss: 0.0311461 | Time: 1735.72 ms [2022-02-04 07:26:15 main:574] : INFO : Epoch 1676 | loss: 0.0310605 | val_loss: 0.0311386 | Time: 2207.97 ms [2022-02-04 07:26:17 main:574] : INFO : Epoch 1677 | loss: 0.0310673 | val_loss: 0.0311508 | Time: 2190.57 ms [2022-02-04 07:26:19 main:574] : INFO : Epoch 1678 | loss: 0.0310619 | val_loss: 0.0311599 | Time: 2202.64 ms [2022-02-04 07:26:21 main:574] : INFO : Epoch 1679 | loss: 0.0310591 | val_loss: 0.0311422 | Time: 1519.65 ms [2022-02-04 07:26:23 main:574] : INFO : Epoch 1680 | loss: 0.0310568 | val_loss: 0.0311447 | Time: 1743.04 ms [2022-02-04 07:26:25 main:574] : INFO : Epoch 1681 | loss: 0.0310536 | val_loss: 0.0311536 | Time: 2200.79 ms [2022-02-04 07:26:27 main:574] : INFO : Epoch 1682 | loss: 0.0310538 | val_loss: 0.0311497 | Time: 2215.31 ms [2022-02-04 07:26:29 main:574] : INFO : Epoch 1683 | loss: 0.0310578 | val_loss: 0.0311452 | Time: 2172.46 ms [2022-02-04 07:26:31 main:574] : INFO : Epoch 1684 | loss: 0.0310538 | val_loss: 0.0311493 | Time: 1577.75 ms [2022-02-04 07:26:32 main:574] : INFO : Epoch 1685 | loss: 0.0310522 | val_loss: 0.0311605 | Time: 1683.47 ms [2022-02-04 07:26:35 main:574] : INFO : Epoch 1686 | loss: 0.0310532 | val_loss: 0.0311558 | Time: 2200.54 ms [2022-02-04 07:26:37 main:574] : INFO : Epoch 1687 | loss: 0.0310579 | val_loss: 0.0311586 | Time: 2174.86 ms [2022-02-04 07:26:39 main:574] : INFO : Epoch 1688 | loss: 0.0310711 | val_loss: 0.0311458 | Time: 2215.4 ms [2022-02-04 07:26:41 main:574] : INFO : Epoch 1689 | loss: 0.0310665 | val_loss: 0.0311374 | Time: 1637.88 ms [2022-02-04 07:26:42 main:574] : INFO : Epoch 1690 | loss: 0.0310599 | val_loss: 0.0311485 | Time: 1588.6 ms [2022-02-04 07:26:45 main:574] : INFO : Epoch 1691 | loss: 0.031058 | val_loss: 0.03115 | Time: 2185.31 ms [2022-02-04 07:26:47 main:574] : INFO : Epoch 1692 | loss: 0.0310587 | val_loss: 0.0311529 | Time: 2214.54 ms [2022-02-04 07:26:49 main:574] : INFO : Epoch 1693 | loss: 0.0310547 | val_loss: 0.0311534 | Time: 2200.05 ms [2022-02-04 07:26:51 main:574] : INFO : Epoch 1694 | loss: 0.0310576 | val_loss: 0.0311512 | Time: 1787.49 ms [2022-02-04 07:26:52 main:574] : INFO : Epoch 1695 | loss: 0.0310642 | val_loss: 0.0311497 | Time: 1529.61 ms [2022-02-04 07:26:54 main:574] : INFO : Epoch 1696 | loss: 0.0310746 | val_loss: 0.0311454 | Time: 2165.79 ms [2022-02-04 07:26:57 main:574] : INFO : Epoch 1697 | loss: 0.031079 | val_loss: 0.0311397 | Time: 2184.66 ms [2022-02-04 07:26:59 main:574] : INFO : Epoch 1698 | loss: 0.0310704 | val_loss: 0.0311401 | Time: 2206.42 ms [2022-02-04 07:27:01 main:574] : INFO : Epoch 1699 | loss: 0.031065 | val_loss: 0.0311432 | Time: 1890.13 ms [2022-02-04 07:27:02 main:574] : INFO : Epoch 1700 | loss: 0.031067 | val_loss: 0.031141 | Time: 1422.71 ms [2022-02-04 07:27:04 main:574] : INFO : Epoch 1701 | loss: 0.0310629 | val_loss: 0.0311433 | Time: 2203.97 ms [2022-02-04 07:27:07 main:574] : INFO : Epoch 1702 | loss: 0.0310606 | val_loss: 0.0311473 | Time: 2139.59 ms [2022-02-04 07:27:09 main:574] : INFO : Epoch 1703 | loss: 0.0310544 | val_loss: 0.0311449 | Time: 2172.56 ms [2022-02-04 07:27:11 main:574] : INFO : Epoch 1704 | loss: 0.0310551 | val_loss: 0.0311493 | Time: 2039.77 ms [2022-02-04 07:27:12 main:574] : INFO : Epoch 1705 | loss: 0.0310779 | val_loss: 0.0311576 | Time: 1372.13 ms [2022-02-04 07:27:14 main:574] : INFO : Epoch 1706 | loss: 0.0310819 | val_loss: 0.0311399 | Time: 2193.14 ms [2022-02-04 07:27:16 main:574] : INFO : Epoch 1707 | loss: 0.0310746 | val_loss: 0.031148 | Time: 2195.97 ms [2022-02-04 07:27:19 main:574] : INFO : Epoch 1708 | loss: 0.031066 | val_loss: 0.031139 | Time: 2172.75 ms [2022-02-04 07:27:21 main:574] : INFO : Epoch 1709 | loss: 0.0310609 | val_loss: 0.0311501 | Time: 1974.41 ms [2022-02-04 07:27:22 main:574] : INFO : Epoch 1710 | loss: 0.0310611 | val_loss: 0.0311487 | Time: 1261.36 ms [2022-02-04 07:27:24 main:574] : INFO : Epoch 1711 | loss: 0.0310572 | val_loss: 0.0311458 | Time: 2206.61 ms [2022-02-04 07:27:26 main:574] : INFO : Epoch 1712 | loss: 0.0310542 | val_loss: 0.0311384 | Time: 2199.41 ms [2022-02-04 07:27:29 main:574] : INFO : Epoch 1713 | loss: 0.031055 | val_loss: 0.0311458 | Time: 2172.71 ms [2022-02-04 07:27:31 main:574] : INFO : Epoch 1714 | loss: 0.0310587 | val_loss: 0.0311423 | Time: 2001.38 ms [2022-02-04 07:27:32 main:574] : INFO : Epoch 1715 | loss: 0.0310637 | val_loss: 0.0311465 | Time: 1338.78 ms [2022-02-04 07:27:34 main:574] : INFO : Epoch 1716 | loss: 0.031062 | val_loss: 0.0311444 | Time: 2194.62 ms [2022-02-04 07:27:36 main:574] : INFO : Epoch 1717 | loss: 0.0310577 | val_loss: 0.0311444 | Time: 2189.72 ms [2022-02-04 07:27:38 main:574] : INFO : Epoch 1718 | loss: 0.0310565 | val_loss: 0.0311413 | Time: 2192.02 ms [2022-02-04 07:27:40 main:574] : INFO : Epoch 1719 | loss: 0.031051 | val_loss: 0.0311404 | Time: 2008.34 ms [2022-02-04 07:27:42 main:574] : INFO : Epoch 1720 | loss: 0.0310539 | val_loss: 0.0311525 | Time: 1336.5 ms [2022-02-04 07:27:44 main:574] : INFO : Epoch 1721 | loss: 0.0310576 | val_loss: 0.0311541 | Time: 2177.88 ms [2022-02-04 07:27:46 main:574] : INFO : Epoch 1722 | loss: 0.0310559 | val_loss: 0.0311513 | Time: 2199 ms [2022-02-04 07:27:48 main:574] : INFO : Epoch 1723 | loss: 0.0310543 | val_loss: 0.0311477 | Time: 2181.74 ms [2022-02-04 07:27:50 main:574] : INFO : Epoch 1724 | loss: 0.0310495 | val_loss: 0.031149 | Time: 2071.57 ms [2022-02-04 07:27:52 main:574] : INFO : Epoch 1725 | loss: 0.03105 | val_loss: 0.0311568 | Time: 1208.61 ms [2022-02-04 07:27:54 main:574] : INFO : Epoch 1726 | loss: 0.0310539 | val_loss: 0.0311493 | Time: 2175.27 ms [2022-02-04 07:27:56 main:574] : INFO : Epoch 1727 | loss: 0.0310557 | val_loss: 0.0311533 | Time: 2202.81 ms [2022-02-04 07:27:58 main:574] : INFO : Epoch 1728 | loss: 0.0310535 | val_loss: 0.0311482 | Time: 2166.5 ms [2022-02-04 07:28:00 main:574] : INFO : Epoch 1729 | loss: 0.0310537 | val_loss: 0.0311435 | Time: 2165.76 ms [2022-02-04 07:28:02 main:574] : INFO : Epoch 1730 | loss: 0.03106 | val_loss: 0.0311518 | Time: 1233.23 ms [2022-02-04 07:28:04 main:574] : INFO : Epoch 1731 | loss: 0.0310582 | val_loss: 0.0311527 | Time: 2117.46 ms [2022-02-04 07:28:06 main:574] : INFO : Epoch 1732 | loss: 0.0310581 | val_loss: 0.0311568 | Time: 2185.47 ms [2022-02-04 07:28:08 main:574] : INFO : Epoch 1733 | loss: 0.0310545 | val_loss: 0.031151 | Time: 2174.83 ms [2022-02-04 07:28:10 main:574] : INFO : Epoch 1734 | loss: 0.0310486 | val_loss: 0.031152 | Time: 2169.32 ms [2022-02-04 07:28:12 main:574] : INFO : Epoch 1735 | loss: 0.0310468 | val_loss: 0.0311444 | Time: 1344.53 ms [2022-02-04 07:28:14 main:574] : INFO : Epoch 1736 | loss: 0.0310509 | val_loss: 0.0311585 | Time: 2101.27 ms [2022-02-04 07:28:16 main:574] : INFO : Epoch 1737 | loss: 0.0310546 | val_loss: 0.0311531 | Time: 2195.48 ms [2022-02-04 07:28:18 main:574] : INFO : Epoch 1738 | loss: 0.0310818 | val_loss: 0.0311403 | Time: 2170.71 ms [2022-02-04 07:28:20 main:574] : INFO : Epoch 1739 | loss: 0.0310687 | val_loss: 0.0311413 | Time: 2177.82 ms [2022-02-04 07:28:22 main:574] : INFO : Epoch 1740 | loss: 0.0311758 | val_loss: 0.0312154 | Time: 1374.27 ms [2022-02-04 07:28:24 main:574] : INFO : Epoch 1741 | loss: 0.0311994 | val_loss: 0.0311719 | Time: 1943.4 ms [2022-02-04 07:28:26 main:574] : INFO : Epoch 1742 | loss: 0.0311648 | val_loss: 0.0311606 | Time: 2202.96 ms [2022-02-04 07:28:28 main:574] : INFO : Epoch 1743 | loss: 0.0311592 | val_loss: 0.0311565 | Time: 2179.7 ms [2022-02-04 07:28:30 main:574] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311554 | Time: 2262.98 ms [2022-02-04 07:28:32 main:574] : INFO : Epoch 1745 | loss: 0.031154 | val_loss: 0.0311506 | Time: 1389.73 ms [2022-02-04 07:28:34 main:574] : INFO : Epoch 1746 | loss: 0.0311513 | val_loss: 0.0311504 | Time: 1972.05 ms [2022-02-04 07:28:36 main:574] : INFO : Epoch 1747 | loss: 0.0311466 | val_loss: 0.0311473 | Time: 2173.87 ms [2022-02-04 07:28:38 main:574] : INFO : Epoch 1748 | loss: 0.0311436 | val_loss: 0.0311457 | Time: 2171.84 ms [2022-02-04 07:28:40 main:574] : INFO : Epoch 1749 | loss: 0.0311421 | val_loss: 0.0311448 | Time: 2231.54 ms [2022-02-04 07:28:42 main:574] : INFO : Epoch 1750 | loss: 0.0311417 | val_loss: 0.0311477 | Time: 1378.68 ms [2022-02-04 07:28:44 main:574] : INFO : Epoch 1751 | loss: 0.0311414 | val_loss: 0.0311474 | Time: 2092.47 ms [2022-02-04 07:28:46 main:574] : INFO : Epoch 1752 | loss: 0.0311406 | val_loss: 0.0311434 | Time: 2201.06 ms [2022-02-04 07:28:48 main:574] : INFO : Epoch 1753 | loss: 0.031138 | val_loss: 0.0311431 | Time: 2214.81 ms [2022-02-04 07:28:50 main:574] : INFO : Epoch 1754 | loss: 0.0311366 | val_loss: 0.0311439 | Time: 2205.16 ms [2022-02-04 07:28:52 main:574] : INFO : Epoch 1755 | loss: 0.031137 | val_loss: 0.0311445 | Time: 1268.32 ms [2022-02-04 07:28:54 main:574] : INFO : Epoch 1756 | loss: 0.0311351 | val_loss: 0.0311412 | Time: 2000.99 ms [2022-02-04 07:28:56 main:574] : INFO : Epoch 1757 | loss: 0.0311341 | val_loss: 0.0311432 | Time: 2194.44 ms [2022-02-04 07:28:58 main:574] : INFO : Epoch 1758 | loss: 0.0311351 | val_loss: 0.0311428 | Time: 2173.18 ms [2022-02-04 07:29:00 main:574] : INFO : Epoch 1759 | loss: 0.0311329 | val_loss: 0.0311401 | Time: 2179.22 ms [2022-02-04 07:29:01 main:574] : INFO : Epoch 1760 | loss: 0.0311328 | val_loss: 0.0311417 | Time: 1301.18 ms [2022-02-04 07:29:03 main:574] : INFO : Epoch 1761 | loss: 0.0311323 | val_loss: 0.0311384 | Time: 1979.95 ms [2022-02-04 07:29:06 main:574] : INFO : Epoch 1762 | loss: 0.031131 | val_loss: 0.0311428 | Time: 2209.47 ms [2022-02-04 07:29:08 main:574] : INFO : Epoch 1763 | loss: 0.0311302 | val_loss: 0.0311348 | Time: 2151.41 ms [2022-02-04 07:29:10 main:574] : INFO : Epoch 1764 | loss: 0.0311254 | val_loss: 0.0311335 | Time: 2192.75 ms [2022-02-04 07:29:12 main:574] : INFO : Epoch 1765 | loss: 0.0311248 | val_loss: 0.0311363 | Time: 1521.11 ms [2022-02-04 07:29:14 main:574] : INFO : Epoch 1766 | loss: 0.0311241 | val_loss: 0.0311338 | Time: 2115.36 ms [2022-02-04 07:29:16 main:574] : INFO : Epoch 1767 | loss: 0.0311203 | val_loss: 0.0311304 | Time: 2234.11 ms [2022-02-04 07:29:18 main:574] : INFO : Epoch 1768 | loss: 0.0311186 | val_loss: 0.0311301 | Time: 2201.97 ms [2022-02-04 07:29:20 main:574] : INFO : Epoch 1769 | loss: 0.0311212 | val_loss: 0.0311339 | Time: 2152.87 ms [2022-02-04 07:29:22 main:574] : INFO : Epoch 1770 | loss: 0.0311322 | val_loss: 0.0311426 | Time: 1388.54 ms [2022-02-04 07:29:24 main:574] : INFO : Epoch 1771 | loss: 0.0311272 | val_loss: 0.0311326 | Time: 1922.12 ms [2022-02-04 07:29:26 main:574] : INFO : Epoch 1772 | loss: 0.0311191 | val_loss: 0.031129 | Time: 2194.76 ms [2022-02-04 07:29:28 main:574] : INFO : Epoch 1773 | loss: 0.0311166 | val_loss: 0.0311272 | Time: 2154.4 ms [2022-02-04 07:29:30 main:574] : INFO : Epoch 1774 | loss: 0.0311132 | val_loss: 0.0311317 | Time: 2198.14 ms [2022-02-04 07:29:32 main:574] : INFO : Epoch 1775 | loss: 0.0311121 | val_loss: 0.0311278 | Time: 1530.16 ms [2022-02-04 07:29:34 main:574] : INFO : Epoch 1776 | loss: 0.03111 | val_loss: 0.0311299 | Time: 1862.36 ms [2022-02-04 07:29:36 main:574] : INFO : Epoch 1777 | loss: 0.0311046 | val_loss: 0.0311263 | Time: 2177.43 ms [2022-02-04 07:29:38 main:574] : INFO : Epoch 1778 | loss: 0.031105 | val_loss: 0.0311289 | Time: 2211.85 ms [2022-02-04 07:29:40 main:574] : INFO : Epoch 1779 | loss: 0.0311071 | val_loss: 0.0311348 | Time: 2211.45 ms [2022-02-04 07:29:42 main:574] : INFO : Epoch 1780 | loss: 0.0311037 | val_loss: 0.0311255 | Time: 1482.42 ms [2022-02-04 07:29:44 main:574] : INFO : Epoch 1781 | loss: 0.0311039 | val_loss: 0.031126 | Time: 1879.72 ms [2022-02-04 07:29:46 main:574] : INFO : Epoch 1782 | loss: 0.0311013 | val_loss: 0.0311257 | Time: 2182.76 ms [2022-02-04 07:29:48 main:574] : INFO : Epoch 1783 | loss: 0.0311075 | val_loss: 0.0311223 | Time: 2172.4 ms [2022-02-04 07:29:50 main:574] : INFO : Epoch 1784 | loss: 0.0311055 | val_loss: 0.0311293 | Time: 2197.63 ms [2022-02-04 07:29:52 main:574] : INFO : Epoch 1785 | loss: 0.0311047 | val_loss: 0.0311225 | Time: 1411.86 ms [2022-02-04 07:29:54 main:574] : INFO : Epoch 1786 | loss: 0.0311049 | val_loss: 0.0311221 | Time: 2004.5 ms [2022-02-04 07:29:56 main:574] : INFO : Epoch 1787 | loss: 0.0311031 | val_loss: 0.0311226 | Time: 2206.15 ms [2022-02-04 07:29:58 main:574] : INFO : Epoch 1788 | loss: 0.0311016 | val_loss: 0.0311204 | Time: 2156.53 ms [2022-02-04 07:30:00 main:574] : INFO : Epoch 1789 | loss: 0.0310999 | val_loss: 0.0311197 | Time: 2174.34 ms [2022-02-04 07:30:02 main:574] : INFO : Epoch 1790 | loss: 0.0310978 | val_loss: 0.0311177 | Time: 1449.01 ms [2022-02-04 07:30:03 main:574] : INFO : Epoch 1791 | loss: 0.0310971 | val_loss: 0.031121 | Time: 1819.21 ms [2022-02-04 07:30:06 main:574] : INFO : Epoch 1792 | loss: 0.031096 | val_loss: 0.0311183 | Time: 2211.68 ms [2022-02-04 07:30:08 main:574] : INFO : Epoch 1793 | loss: 0.0310941 | val_loss: 0.031125 | Time: 2146.58 ms [2022-02-04 07:30:10 main:574] : INFO : Epoch 1794 | loss: 0.0310966 | val_loss: 0.03112 | Time: 2174.91 ms [2022-02-04 07:30:11 main:574] : INFO : Epoch 1795 | loss: 0.031099 | val_loss: 0.0311188 | Time: 1507.58 ms [2022-02-04 07:30:13 main:574] : INFO : Epoch 1796 | loss: 0.0310929 | val_loss: 0.0311158 | Time: 1702.24 ms [2022-02-04 07:30:15 main:574] : INFO : Epoch 1797 | loss: 0.0310911 | val_loss: 0.0311194 | Time: 2222.07 ms [2022-02-04 07:30:18 main:574] : INFO : Epoch 1798 | loss: 0.0310911 | val_loss: 0.0311189 | Time: 2222.23 ms [2022-02-04 07:30:20 main:574] : INFO : Epoch 1799 | loss: 0.0310896 | val_loss: 0.0311197 | Time: 2223.37 ms [2022-02-04 07:30:21 main:574] : INFO : Epoch 1800 | loss: 0.0310909 | val_loss: 0.0311234 | Time: 1642.89 ms [2022-02-04 07:30:23 main:574] : INFO : Epoch 1801 | loss: 0.0310923 | val_loss: 0.0311226 | Time: 1650.28 ms [2022-02-04 07:30:25 main:574] : INFO : Epoch 1802 | loss: 0.0310888 | val_loss: 0.0311233 | Time: 2181.47 ms [2022-02-04 07:30:27 main:574] : INFO : Epoch 1803 | loss: 0.0310906 | val_loss: 0.0311231 | Time: 2200.57 ms [2022-02-04 07:30:30 main:574] : INFO : Epoch 1804 | loss: 0.0310934 | val_loss: 0.0311337 | Time: 2208.01 ms [2022-02-04 07:30:31 main:574] : INFO : Epoch 1805 | loss: 0.0310878 | val_loss: 0.0311261 | Time: 1753.64 ms [2022-02-04 07:30:33 main:574] : INFO : Epoch 1806 | loss: 0.0310856 | val_loss: 0.0311264 | Time: 1580.13 ms [2022-02-04 07:30:35 main:574] : INFO : Epoch 1807 | loss: 0.0310869 | val_loss: 0.0311251 | Time: 2177.24 ms [2022-02-04 07:30:37 main:574] : INFO : Epoch 1808 | loss: 0.0310908 | val_loss: 0.0311263 | Time: 2213.97 ms [2022-02-04 07:30:40 main:574] : INFO : Epoch 1809 | loss: 0.0310916 | val_loss: 0.031121 | Time: 2185.4 ms [2022-02-04 07:30:41 main:574] : INFO : Epoch 1810 | loss: 0.0310872 | val_loss: 0.0311222 | Time: 1854.51 ms [2022-02-04 07:30:43 main:574] : INFO : Epoch 1811 | loss: 0.0310877 | val_loss: 0.0311288 | Time: 1606.39 ms [2022-02-04 07:30:45 main:574] : INFO : Epoch 1812 | loss: 0.031089 | val_loss: 0.0311271 | Time: 2198.27 ms [2022-02-04 07:30:47 main:574] : INFO : Epoch 1813 | loss: 0.0310912 | val_loss: 0.0311238 | Time: 2190.18 ms [2022-02-04 07:30:50 main:574] : INFO : Epoch 1814 | loss: 0.0310895 | val_loss: 0.0311254 | Time: 2259.54 ms [2022-02-04 07:30:52 main:574] : INFO : Epoch 1815 | loss: 0.0310898 | val_loss: 0.0311267 | Time: 1795.3 ms [2022-02-04 07:30:53 main:574] : INFO : Epoch 1816 | loss: 0.031091 | val_loss: 0.0311319 | Time: 1602.96 ms [2022-02-04 07:30:55 main:574] : INFO : Epoch 1817 | loss: 0.0310932 | val_loss: 0.0311263 | Time: 2176.15 ms [2022-02-04 07:30:58 main:574] : INFO : Epoch 1818 | loss: 0.0310876 | val_loss: 0.0311268 | Time: 2182.64 ms [2022-02-04 07:31:00 main:574] : INFO : Epoch 1819 | loss: 0.0310853 | val_loss: 0.0311254 | Time: 2196.1 ms [2022-02-04 07:31:01 main:574] : INFO : Epoch 1820 | loss: 0.0310836 | val_loss: 0.0311226 | Time: 1681.37 ms [2022-02-04 07:31:03 main:574] : INFO : Epoch 1821 | loss: 0.0310833 | val_loss: 0.0311256 | Time: 1731.46 ms [2022-02-04 07:31:05 main:574] : INFO : Epoch 1822 | loss: 0.031086 | val_loss: 0.0311338 | Time: 2177.63 ms [2022-02-04 07:31:08 main:574] : INFO : Epoch 1823 | loss: 0.0310845 | val_loss: 0.0311223 | Time: 2194.47 ms [2022-02-04 07:31:10 main:574] : INFO : Epoch 1824 | loss: 0.0310863 | val_loss: 0.0311334 | Time: 2198.35 ms [2022-02-04 07:31:11 main:574] : INFO : Epoch 1825 | loss: 0.031111 | val_loss: 0.0311343 | Time: 1692.97 ms [2022-02-04 07:31:13 main:574] : INFO : Epoch 1826 | loss: 0.0311073 | val_loss: 0.0311301 | Time: 1547.99 ms [2022-02-04 07:31:15 main:574] : INFO : Epoch 1827 | loss: 0.0311119 | val_loss: 0.0311293 | Time: 2150.88 ms [2022-02-04 07:31:17 main:574] : INFO : Epoch 1828 | loss: 0.0311107 | val_loss: 0.0311301 | Time: 2203.35 ms [2022-02-04 07:31:20 main:574] : INFO : Epoch 1829 | loss: 0.0311052 | val_loss: 0.0311306 | Time: 2191.21 ms [2022-02-04 07:31:21 main:574] : INFO : Epoch 1830 | loss: 0.0311024 | val_loss: 0.0311301 | Time: 1790.52 ms [2022-02-04 07:31:23 main:574] : INFO : Epoch 1831 | loss: 0.0310981 | val_loss: 0.031128 | Time: 1432.26 ms [2022-02-04 07:31:25 main:574] : INFO : Epoch 1832 | loss: 0.0311001 | val_loss: 0.0311321 | Time: 2177.27 ms [2022-02-04 07:31:27 main:574] : INFO : Epoch 1833 | loss: 0.0311027 | val_loss: 0.0311464 | Time: 2189.03 ms [2022-02-04 07:31:29 main:574] : INFO : Epoch 1834 | loss: 0.031112 | val_loss: 0.0311365 | Time: 2195.69 ms [2022-02-04 07:31:31 main:574] : INFO : Epoch 1835 | loss: 0.0311052 | val_loss: 0.0311281 | Time: 1969.73 ms [2022-02-04 07:31:33 main:574] : INFO : Epoch 1836 | loss: 0.031099 | val_loss: 0.0311239 | Time: 1312.28 ms [2022-02-04 07:31:35 main:574] : INFO : Epoch 1837 | loss: 0.0310979 | val_loss: 0.0311249 | Time: 2209.09 ms [2022-02-04 07:31:37 main:574] : INFO : Epoch 1838 | loss: 0.0310939 | val_loss: 0.0311254 | Time: 2242.95 ms [2022-02-04 07:31:39 main:574] : INFO : Epoch 1839 | loss: 0.0310922 | val_loss: 0.0311265 | Time: 2159.67 ms [2022-02-04 07:31:41 main:574] : INFO : Epoch 1840 | loss: 0.0310932 | val_loss: 0.0311291 | Time: 2021.07 ms [2022-02-04 07:31:43 main:574] : INFO : Epoch 1841 | loss: 0.0310904 | val_loss: 0.0311346 | Time: 1302.63 ms [2022-02-04 07:31:45 main:574] : INFO : Epoch 1842 | loss: 0.0310875 | val_loss: 0.031127 | Time: 2171.6 ms [2022-02-04 07:31:47 main:574] : INFO : Epoch 1843 | loss: 0.0310862 | val_loss: 0.0311304 | Time: 2231.49 ms [2022-02-04 07:31:49 main:574] : INFO : Epoch 1844 | loss: 0.0310864 | val_loss: 0.031134 | Time: 2166.33 ms [2022-02-04 07:31:51 main:574] : INFO : Epoch 1845 | loss: 0.031089 | val_loss: 0.0311322 | Time: 2111.47 ms [2022-02-04 07:31:53 main:574] : INFO : Epoch 1846 | loss: 0.0310892 | val_loss: 0.0311313 | Time: 1286.29 ms [2022-02-04 07:31:55 main:574] : INFO : Epoch 1847 | loss: 0.0310862 | val_loss: 0.0311348 | Time: 2171.86 ms [2022-02-04 07:31:57 main:574] : INFO : Epoch 1848 | loss: 0.0310871 | val_loss: 0.0311302 | Time: 2197.59 ms [2022-02-04 07:31:59 main:574] : INFO : Epoch 1849 | loss: 0.0310855 | val_loss: 0.0311316 | Time: 2169.9 ms [2022-02-04 07:32:01 main:574] : INFO : Epoch 1850 | loss: 0.0310853 | val_loss: 0.0311322 | Time: 2060.94 ms [2022-02-04 07:32:03 main:574] : INFO : Epoch 1851 | loss: 0.0310839 | val_loss: 0.0311324 | Time: 1308.33 ms [2022-02-04 07:32:05 main:574] : INFO : Epoch 1852 | loss: 0.0310839 | val_loss: 0.0311314 | Time: 2160.98 ms [2022-02-04 07:32:07 main:574] : INFO : Epoch 1853 | loss: 0.031086 | val_loss: 0.0311344 | Time: 2202.5 ms [2022-02-04 07:32:09 main:574] : INFO : Epoch 1854 | loss: 0.0310846 | val_loss: 0.031129 | Time: 2150.85 ms [2022-02-04 07:32:11 main:574] : INFO : Epoch 1855 | loss: 0.0310846 | val_loss: 0.0311312 | Time: 2065.43 ms [2022-02-04 07:32:12 main:574] : INFO : Epoch 1856 | loss: 0.031084 | val_loss: 0.0311256 | Time: 1345.49 ms [2022-02-04 07:32:16 main:574] : INFO : Epoch 1857 | loss: 0.0311022 | val_loss: 0.0311297 | Time: 3109.66 ms [2022-02-04 07:32:18 main:574] : INFO : Epoch 1858 | loss: 0.0310955 | val_loss: 0.031124 | Time: 2509.31 ms [2022-02-04 07:32:20 main:574] : INFO : Epoch 1859 | loss: 0.0310944 | val_loss: 0.0311243 | Time: 2369.3 ms [2022-02-04 07:32:22 main:574] : INFO : Epoch 1860 | loss: 0.0310926 | val_loss: 0.0311287 | Time: 1574.76 ms [2022-02-04 07:32:24 main:574] : INFO : Epoch 1861 | loss: 0.0310894 | val_loss: 0.0311231 | Time: 2144.97 ms [2022-02-04 07:32:27 main:574] : INFO : Epoch 1862 | loss: 0.0310867 | val_loss: 0.0311256 | Time: 2415.35 ms [2022-02-04 07:32:29 main:574] : INFO : Epoch 1863 | loss: 0.0310842 | val_loss: 0.031122 | Time: 2541.96 ms [2022-02-04 07:32:31 main:574] : INFO : Epoch 1864 | loss: 0.0310848 | val_loss: 0.031127 | Time: 2218.69 ms [2022-02-04 07:32:33 main:574] : INFO : Epoch 1865 | loss: 0.0310875 | val_loss: 0.0311274 | Time: 1366.22 ms [2022-02-04 07:32:35 main:574] : INFO : Epoch 1866 | loss: 0.0310851 | val_loss: 0.031125 | Time: 2387.88 ms [2022-02-04 07:32:38 main:574] : INFO : Epoch 1867 | loss: 0.031085 | val_loss: 0.0311263 | Time: 2418.93 ms [2022-02-04 07:32:40 main:574] : INFO : Epoch 1868 | loss: 0.031083 | val_loss: 0.031126 | Time: 2414.16 ms [2022-02-04 07:32:42 main:574] : INFO : Epoch 1869 | loss: 0.0310815 | val_loss: 0.031128 | Time: 1731.88 ms [2022-02-04 07:32:43 main:574] : INFO : Epoch 1870 | loss: 0.0310816 | val_loss: 0.0311312 | Time: 1689.54 ms [2022-02-04 07:32:46 main:574] : INFO : Epoch 1871 | loss: 0.0310841 | val_loss: 0.031138 | Time: 2432.21 ms [2022-02-04 07:32:48 main:574] : INFO : Epoch 1872 | loss: 0.0310809 | val_loss: 0.0311295 | Time: 2410.04 ms [2022-02-04 07:32:51 main:574] : INFO : Epoch 1873 | loss: 0.0310809 | val_loss: 0.0311344 | Time: 2508.99 ms [2022-02-04 07:32:53 main:574] : INFO : Epoch 1874 | loss: 0.0310893 | val_loss: 0.0311241 | Time: 1993.01 ms [2022-02-04 07:32:55 main:574] : INFO : Epoch 1875 | loss: 0.031086 | val_loss: 0.0311303 | Time: 2392.42 ms [2022-02-04 07:32:58 main:574] : INFO : Epoch 1876 | loss: 0.0310895 | val_loss: 0.0311278 | Time: 2365.71 ms [2022-02-04 07:33:00 main:574] : INFO : Epoch 1877 | loss: 0.0310854 | val_loss: 0.0311237 | Time: 2400.26 ms [2022-02-04 07:33:02 main:574] : INFO : Epoch 1878 | loss: 0.03109 | val_loss: 0.0311359 | Time: 1925.66 ms [2022-02-04 07:33:04 main:574] : INFO : Epoch 1879 | loss: 0.0311033 | val_loss: 0.0311317 | Time: 1744.61 ms [2022-02-04 07:33:06 main:574] : INFO : Epoch 1880 | loss: 0.0310962 | val_loss: 0.0311295 | Time: 2402.8 ms [2022-02-04 07:33:08 main:574] : INFO : Epoch 1881 | loss: 0.0310939 | val_loss: 0.0311268 | Time: 2378.36 ms [2022-02-04 07:33:11 main:574] : INFO : Epoch 1882 | loss: 0.0310901 | val_loss: 0.0311326 | Time: 2417.08 ms [2022-02-04 07:33:12 main:574] : INFO : Epoch 1883 | loss: 0.0310995 | val_loss: 0.0311275 | Time: 1405.12 ms [2022-02-04 07:33:14 main:574] : INFO : Epoch 1884 | loss: 0.0310976 | val_loss: 0.0311288 | Time: 2204.28 ms [2022-02-04 07:33:17 main:574] : INFO : Epoch 1885 | loss: 0.031097 | val_loss: 0.0311296 | Time: 2429.83 ms [2022-02-04 07:33:19 main:574] : INFO : Epoch 1886 | loss: 0.0310948 | val_loss: 0.0311308 | Time: 2400.8 ms [2022-02-04 07:33:22 main:574] : INFO : Epoch 1887 | loss: 0.0310904 | val_loss: 0.0311285 | Time: 2199.6 ms [2022-02-04 07:33:23 main:574] : INFO : Epoch 1888 | loss: 0.0310933 | val_loss: 0.0311329 | Time: 1513.52 ms [2022-02-04 07:33:25 main:574] : INFO : Epoch 1889 | loss: 0.0310995 | val_loss: 0.0311335 | Time: 2356.27 ms [2022-02-04 07:33:28 main:574] : INFO : Epoch 1890 | loss: 0.0310955 | val_loss: 0.0311366 | Time: 2444.31 ms [2022-02-04 07:33:30 main:574] : INFO : Epoch 1891 | loss: 0.0311119 | val_loss: 0.0311409 | Time: 2387.19 ms [2022-02-04 07:33:32 main:574] : INFO : Epoch 1892 | loss: 0.0311275 | val_loss: 0.0311351 | Time: 1669.68 ms [2022-02-04 07:33:34 main:574] : INFO : Epoch 1893 | loss: 0.0311338 | val_loss: 0.0311403 | Time: 1975.06 ms [2022-02-04 07:33:36 main:574] : INFO : Epoch 1894 | loss: 0.0311347 | val_loss: 0.0312461 | Time: 2401.2 ms [2022-02-04 07:33:39 main:574] : INFO : Epoch 1895 | loss: 0.0312069 | val_loss: 0.0311873 | Time: 2380.86 ms [2022-02-04 07:33:41 main:574] : INFO : Epoch 1896 | loss: 0.0311527 | val_loss: 0.0311547 | Time: 2475.93 ms [2022-02-04 07:33:42 main:574] : INFO : Epoch 1897 | loss: 0.0311279 | val_loss: 0.0311392 | Time: 1318.49 ms [2022-02-04 07:33:45 main:574] : INFO : Epoch 1898 | loss: 0.0311153 | val_loss: 0.0311311 | Time: 2254.44 ms [2022-02-04 07:33:47 main:574] : INFO : Epoch 1899 | loss: 0.0311093 | val_loss: 0.0311304 | Time: 2474.58 ms [2022-02-04 07:33:50 main:574] : INFO : Epoch 1900 | loss: 0.0311083 | val_loss: 0.0311291 | Time: 2408.27 ms [2022-02-04 07:33:52 main:574] : INFO : Epoch 1901 | loss: 0.0311034 | val_loss: 0.0311341 | Time: 2035.57 ms [2022-02-04 07:33:53 main:574] : INFO : Epoch 1902 | loss: 0.0310983 | val_loss: 0.0311311 | Time: 1502.76 ms [2022-02-04 07:33:56 main:574] : INFO : Epoch 1903 | loss: 0.0310967 | val_loss: 0.0311328 | Time: 2363.15 ms [2022-02-04 07:33:58 main:574] : INFO : Epoch 1904 | loss: 0.0310964 | val_loss: 0.0311329 | Time: 2539.08 ms [2022-02-04 07:34:01 main:574] : INFO : Epoch 1905 | loss: 0.0310991 | val_loss: 0.0311338 | Time: 2401.36 ms [2022-02-04 07:34:02 main:574] : INFO : Epoch 1906 | loss: 0.0310998 | val_loss: 0.0311278 | Time: 1539.79 ms [2022-02-04 07:34:04 main:574] : INFO : Epoch 1907 | loss: 0.0310944 | val_loss: 0.0311324 | Time: 2028.71 ms [2022-02-04 07:34:07 main:574] : INFO : Epoch 1908 | loss: 0.0310934 | val_loss: 0.0311334 | Time: 2422.66 ms [2022-02-04 07:34:09 main:574] : INFO : Epoch 1909 | loss: 0.0310918 | val_loss: 0.0311299 | Time: 2426.53 ms [2022-02-04 07:34:11 main:574] : INFO : Epoch 1910 | loss: 0.0310918 | val_loss: 0.0311326 | Time: 2348.98 ms [2022-02-04 07:34:13 main:574] : INFO : Epoch 1911 | loss: 0.0310907 | val_loss: 0.0311284 | Time: 1300.15 ms [2022-02-04 07:34:15 main:574] : INFO : Epoch 1912 | loss: 0.0310908 | val_loss: 0.0311388 | Time: 2326.38 ms [2022-02-04 07:34:17 main:574] : INFO : Epoch 1913 | loss: 0.0310931 | val_loss: 0.0311309 | Time: 2419.3 ms [2022-02-04 07:34:20 main:574] : INFO : Epoch 1914 | loss: 0.0310866 | val_loss: 0.0311278 | Time: 2403.32 ms [2022-02-04 07:34:22 main:574] : INFO : Epoch 1915 | loss: 0.0310861 | val_loss: 0.03114 | Time: 2090.58 ms [2022-02-04 07:34:23 main:574] : INFO : Epoch 1916 | loss: 0.0310855 | val_loss: 0.0311352 | Time: 1605.2 ms [2022-02-04 07:34:26 main:574] : INFO : Epoch 1917 | loss: 0.0310842 | val_loss: 0.031131 | Time: 2382.63 ms [2022-02-04 07:34:28 main:574] : INFO : Epoch 1918 | loss: 0.0310832 | val_loss: 0.0311286 | Time: 2448.4 ms [2022-02-04 07:34:31 main:574] : INFO : Epoch 1919 | loss: 0.0310976 | val_loss: 0.031131 | Time: 2368.4 ms [2022-02-04 07:34:32 main:574] : INFO : Epoch 1920 | loss: 0.0311076 | val_loss: 0.031126 | Time: 1656.33 ms [2022-02-04 07:34:34 main:574] : INFO : Epoch 1921 | loss: 0.0311078 | val_loss: 0.0311193 | Time: 2047.2 ms [2022-02-04 07:34:37 main:574] : INFO : Epoch 1922 | loss: 0.031101 | val_loss: 0.0311232 | Time: 2386.85 ms [2022-02-04 07:34:39 main:574] : INFO : Epoch 1923 | loss: 0.0311015 | val_loss: 0.0311236 | Time: 2426.7 ms [2022-02-04 07:34:42 main:574] : INFO : Epoch 1924 | loss: 0.0310988 | val_loss: 0.0311194 | Time: 2279.43 ms [2022-02-04 07:34:43 main:574] : INFO : Epoch 1925 | loss: 0.0310943 | val_loss: 0.0311228 | Time: 1365.06 ms [2022-02-04 07:34:45 main:574] : INFO : Epoch 1926 | loss: 0.0310955 | val_loss: 0.031124 | Time: 2420.24 ms [2022-02-04 07:34:48 main:574] : INFO : Epoch 1927 | loss: 0.0310917 | val_loss: 0.0311194 | Time: 2375.93 ms [2022-02-04 07:34:50 main:574] : INFO : Epoch 1928 | loss: 0.0310886 | val_loss: 0.0311227 | Time: 2499.87 ms [2022-02-04 07:34:52 main:574] : INFO : Epoch 1929 | loss: 0.0310855 | val_loss: 0.0311217 | Time: 1843.23 ms [2022-02-04 07:34:54 main:574] : INFO : Epoch 1930 | loss: 0.0310867 | val_loss: 0.0311241 | Time: 1604.93 ms [2022-02-04 07:34:56 main:574] : INFO : Epoch 1931 | loss: 0.031086 | val_loss: 0.0311269 | Time: 2412.68 ms [2022-02-04 07:34:58 main:574] : INFO : Epoch 1932 | loss: 0.0310834 | val_loss: 0.0311202 | Time: 2402.99 ms [2022-02-04 07:35:01 main:574] : INFO : Epoch 1933 | loss: 0.0310848 | val_loss: 0.0311201 | Time: 2405.12 ms [2022-02-04 07:35:02 main:574] : INFO : Epoch 1934 | loss: 0.0310876 | val_loss: 0.0311229 | Time: 1509.54 ms [2022-02-04 07:35:05 main:574] : INFO : Epoch 1935 | loss: 0.0310877 | val_loss: 0.0311229 | Time: 2099.72 ms [2022-02-04 07:35:07 main:574] : INFO : Epoch 1936 | loss: 0.0310905 | val_loss: 0.0311258 | Time: 2408.06 ms [2022-02-04 07:35:09 main:574] : INFO : Epoch 1937 | loss: 0.0310927 | val_loss: 0.0311214 | Time: 2413.53 ms [2022-02-04 07:35:12 main:574] : INFO : Epoch 1938 | loss: 0.0310967 | val_loss: 0.0311256 | Time: 2234.97 ms [2022-02-04 07:35:13 main:574] : INFO : Epoch 1939 | loss: 0.0310945 | val_loss: 0.031119 | Time: 1409.94 ms [2022-02-04 07:35:15 main:574] : INFO : Epoch 1940 | loss: 0.031094 | val_loss: 0.0311204 | Time: 2393.52 ms [2022-02-04 07:35:18 main:574] : INFO : Epoch 1941 | loss: 0.031096 | val_loss: 0.0311263 | Time: 2366.77 ms [2022-02-04 07:35:20 main:574] : INFO : Epoch 1942 | loss: 0.031092 | val_loss: 0.0311236 | Time: 2426.74 ms [2022-02-04 07:35:22 main:574] : INFO : Epoch 1943 | loss: 0.031088 | val_loss: 0.0311198 | Time: 1889.89 ms [2022-02-04 07:35:24 main:574] : INFO : Epoch 1944 | loss: 0.031087 | val_loss: 0.0311277 | Time: 1734.14 ms [2022-02-04 07:35:26 main:574] : INFO : Epoch 1945 | loss: 0.0310874 | val_loss: 0.0311241 | Time: 2400.89 ms [2022-02-04 07:35:29 main:574] : INFO : Epoch 1946 | loss: 0.0310865 | val_loss: 0.0311332 | Time: 2410.3 ms [2022-02-04 07:35:31 main:574] : INFO : Epoch 1947 | loss: 0.0310847 | val_loss: 0.0311231 | Time: 2437.42 ms [2022-02-04 07:35:33 main:574] : INFO : Epoch 1948 | loss: 0.031086 | val_loss: 0.0311275 | Time: 1531.6 ms [2022-02-04 07:35:35 main:574] : INFO : Epoch 1949 | loss: 0.0310846 | val_loss: 0.031125 | Time: 2155.41 ms [2022-02-04 07:35:37 main:574] : INFO : Epoch 1950 | loss: 0.0310889 | val_loss: 0.0311207 | Time: 2406.74 ms [2022-02-04 07:35:40 main:574] : INFO : Epoch 1951 | loss: 0.0310937 | val_loss: 0.031122 | Time: 2380.59 ms [2022-02-04 07:35:42 main:574] : INFO : Epoch 1952 | loss: 0.0310945 | val_loss: 0.0311234 | Time: 2165.36 ms [2022-02-04 07:35:43 main:574] : INFO : Epoch 1953 | loss: 0.0311045 | val_loss: 0.0311257 | Time: 1393.01 ms [2022-02-04 07:35:46 main:574] : INFO : Epoch 1954 | loss: 0.0311005 | val_loss: 0.0311261 | Time: 2389.49 ms [2022-02-04 07:35:48 main:574] : INFO : Epoch 1955 | loss: 0.031091 | val_loss: 0.0311281 | Time: 2536.55 ms [2022-02-04 07:35:51 main:574] : INFO : Epoch 1956 | loss: 0.0310877 | val_loss: 0.0311321 | Time: 2430.68 ms [2022-02-04 07:35:52 main:574] : INFO : Epoch 1957 | loss: 0.0311167 | val_loss: 0.031134 | Time: 1791.12 ms [2022-02-04 07:35:54 main:574] : INFO : Epoch 1958 | loss: 0.031106 | val_loss: 0.0311245 | Time: 1769.1 ms [2022-02-04 07:35:57 main:574] : INFO : Epoch 1959 | loss: 0.0310984 | val_loss: 0.031121 | Time: 2388.38 ms [2022-02-04 07:35:59 main:574] : INFO : Epoch 1960 | loss: 0.0310943 | val_loss: 0.0311217 | Time: 2416.27 ms [2022-02-04 07:36:01 main:574] : INFO : Epoch 1961 | loss: 0.0310934 | val_loss: 0.0311276 | Time: 2411.17 ms [2022-02-04 07:36:03 main:574] : INFO : Epoch 1962 | loss: 0.031091 | val_loss: 0.031126 | Time: 1331.82 ms [2022-02-04 07:36:05 main:574] : INFO : Epoch 1963 | loss: 0.0310882 | val_loss: 0.0311366 | Time: 2122.39 ms [2022-02-04 07:36:07 main:574] : INFO : Epoch 1964 | loss: 0.0311064 | val_loss: 0.0311259 | Time: 2427.25 ms [2022-02-04 07:36:10 main:574] : INFO : Epoch 1965 | loss: 0.0311038 | val_loss: 0.031122 | Time: 2397.72 ms [2022-02-04 07:36:12 main:574] : INFO : Epoch 1966 | loss: 0.0311036 | val_loss: 0.0311187 | Time: 2192.18 ms [2022-02-04 07:36:13 main:574] : INFO : Epoch 1967 | loss: 0.0310972 | val_loss: 0.0311213 | Time: 1323.22 ms [2022-02-04 07:36:16 main:574] : INFO : Epoch 1968 | loss: 0.0310914 | val_loss: 0.0311186 | Time: 2420.39 ms [2022-02-04 07:36:18 main:574] : INFO : Epoch 1969 | loss: 0.0310872 | val_loss: 0.0311191 | Time: 2770.8 ms [2022-02-04 07:36:21 main:574] : INFO : Epoch 1970 | loss: 0.0310872 | val_loss: 0.031118 | Time: 2441.38 ms [2022-02-04 07:36:22 main:574] : INFO : Epoch 1971 | loss: 0.0310847 | val_loss: 0.0311145 | Time: 1594.51 ms [2022-02-04 07:36:25 main:574] : INFO : Epoch 1972 | loss: 0.0310818 | val_loss: 0.031115 | Time: 2088.65 ms [2022-02-04 07:36:27 main:574] : INFO : Epoch 1973 | loss: 0.0310807 | val_loss: 0.0311212 | Time: 2376.89 ms [2022-02-04 07:36:29 main:574] : INFO : Epoch 1974 | loss: 0.031081 | val_loss: 0.0311165 | Time: 2428.22 ms [2022-02-04 07:36:32 main:574] : INFO : Epoch 1975 | loss: 0.0310791 | val_loss: 0.0311141 | Time: 2364.95 ms [2022-02-04 07:36:33 main:574] : INFO : Epoch 1976 | loss: 0.0310776 | val_loss: 0.0311152 | Time: 1358.7 ms [2022-02-04 07:36:35 main:574] : INFO : Epoch 1977 | loss: 0.031075 | val_loss: 0.0311171 | Time: 2361.5 ms [2022-02-04 07:36:38 main:574] : INFO : Epoch 1978 | loss: 0.0310773 | val_loss: 0.0311244 | Time: 2393.18 ms [2022-02-04 07:36:40 main:574] : INFO : Epoch 1979 | loss: 0.0310747 | val_loss: 0.031115 | Time: 2454.71 ms [2022-02-04 07:36:42 main:574] : INFO : Epoch 1980 | loss: 0.0310735 | val_loss: 0.031119 | Time: 2063.6 ms [2022-02-04 07:36:44 main:574] : INFO : Epoch 1981 | loss: 0.0310748 | val_loss: 0.0311152 | Time: 1652.6 ms [2022-02-04 07:36:46 main:574] : INFO : Epoch 1982 | loss: 0.0310728 | val_loss: 0.0311205 | Time: 2476.98 ms [2022-02-04 07:36:49 main:574] : INFO : Epoch 1983 | loss: 0.0310856 | val_loss: 0.0311312 | Time: 2393.56 ms [2022-02-04 07:36:51 main:574] : INFO : Epoch 1984 | loss: 0.0311069 | val_loss: 0.0311253 | Time: 2436.36 ms [2022-02-04 07:36:53 main:574] : INFO : Epoch 1985 | loss: 0.0311019 | val_loss: 0.031121 | Time: 1529.15 ms [2022-02-04 07:36:55 main:574] : INFO : Epoch 1986 | loss: 0.0310935 | val_loss: 0.0311199 | Time: 2179.64 ms [2022-02-04 07:36:58 main:574] : INFO : Epoch 1987 | loss: 0.0310917 | val_loss: 0.0311237 | Time: 2444.37 ms [2022-02-04 07:37:00 main:574] : INFO : Epoch 1988 | loss: 0.0310899 | val_loss: 0.0311201 | Time: 2391.99 ms [2022-02-04 07:37:02 main:574] : INFO : Epoch 1989 | loss: 0.0310914 | val_loss: 0.0311159 | Time: 2150.94 ms [2022-02-04 07:37:04 main:574] : INFO : Epoch 1990 | loss: 0.0310862 | val_loss: 0.0311143 | Time: 1572.26 ms [2022-02-04 07:37:06 main:574] : INFO : Epoch 1991 | loss: 0.0310824 | val_loss: 0.0311158 | Time: 2415.32 ms [2022-02-04 07:37:08 main:574] : INFO : Epoch 1992 | loss: 0.0310821 | val_loss: 0.0311233 | Time: 2408.64 ms [2022-02-04 07:37:11 main:574] : INFO : Epoch 1993 | loss: 0.0310836 | val_loss: 0.0311187 | Time: 2402 ms [2022-02-04 07:37:13 main:574] : INFO : Epoch 1994 | loss: 0.031089 | val_loss: 0.0311184 | Time: 1671.48 ms [2022-02-04 07:37:14 main:574] : INFO : Epoch 1995 | loss: 0.0310857 | val_loss: 0.0311177 | Time: 1921.68 ms [2022-02-04 07:37:17 main:574] : INFO : Epoch 1996 | loss: 0.031078 | val_loss: 0.0311183 | Time: 2386.7 ms [2022-02-04 07:37:19 main:574] : INFO : Epoch 1997 | loss: 0.031077 | val_loss: 0.0311181 | Time: 2420.5 ms [2022-02-04 07:37:22 main:574] : INFO : Epoch 1998 | loss: 0.031076 | val_loss: 0.0311213 | Time: 2366.34 ms [2022-02-04 07:37:23 main:574] : INFO : Epoch 1999 | loss: 0.0310759 | val_loss: 0.0311179 | Time: 1305.52 ms [2022-02-04 07:37:25 main:574] : INFO : Epoch 2000 | loss: 0.0310768 | val_loss: 0.0311219 | Time: 2284.8 ms [2022-02-04 07:37:28 main:574] : INFO : Epoch 2001 | loss: 0.0310769 | val_loss: 0.0311236 | Time: 2409.63 ms [2022-02-04 07:37:30 main:574] : INFO : Epoch 2002 | loss: 0.0310784 | val_loss: 0.0311169 | Time: 2380.25 ms [2022-02-04 07:37:32 main:574] : INFO : Epoch 2003 | loss: 0.0310778 | val_loss: 0.0311187 | Time: 2088.87 ms [2022-02-04 07:37:34 main:574] : INFO : Epoch 2004 | loss: 0.0310747 | val_loss: 0.0311208 | Time: 1557.12 ms [2022-02-04 07:37:36 main:574] : INFO : Epoch 2005 | loss: 0.0310766 | val_loss: 0.0311267 | Time: 2358.01 ms [2022-02-04 07:37:39 main:574] : INFO : Epoch 2006 | loss: 0.0310759 | val_loss: 0.0311222 | Time: 2448.95 ms [2022-02-04 07:37:41 main:574] : INFO : Epoch 2007 | loss: 0.0310783 | val_loss: 0.031116 | Time: 2350.66 ms [2022-02-04 07:37:43 main:574] : INFO : Epoch 2008 | loss: 0.0310799 | val_loss: 0.0311233 | Time: 1775.11 ms [2022-02-04 07:37:45 main:574] : INFO : Epoch 2009 | loss: 0.0310766 | val_loss: 0.0311207 | Time: 1867.86 ms [2022-02-04 07:37:47 main:574] : INFO : Epoch 2010 | loss: 0.0310803 | val_loss: 0.0311246 | Time: 2420.46 ms [2022-02-04 07:37:49 main:574] : INFO : Epoch 2011 | loss: 0.031083 | val_loss: 0.031126 | Time: 2436.63 ms [2022-02-04 07:37:52 main:574] : INFO : Epoch 2012 | loss: 0.0310812 | val_loss: 0.0311191 | Time: 2389.94 ms [2022-02-04 07:37:53 main:574] : INFO : Epoch 2013 | loss: 0.0310781 | val_loss: 0.0311232 | Time: 1363.9 ms [2022-02-04 07:37:55 main:574] : INFO : Epoch 2014 | loss: 0.0310755 | val_loss: 0.0311193 | Time: 2250.18 ms [2022-02-04 07:37:58 main:574] : INFO : Epoch 2015 | loss: 0.0310763 | val_loss: 0.0311208 | Time: 2395.23 ms [2022-02-04 07:38:00 main:574] : INFO : Epoch 2016 | loss: 0.0310744 | val_loss: 0.031121 | Time: 2394.01 ms [2022-02-04 07:38:02 main:574] : INFO : Epoch 2017 | loss: 0.0310714 | val_loss: 0.031116 | Time: 2118.19 ms [2022-02-04 07:38:04 main:574] : INFO : Epoch 2018 | loss: 0.0310702 | val_loss: 0.0311207 | Time: 1540.71 ms [2022-02-04 07:38:06 main:574] : INFO : Epoch 2019 | loss: 0.0310736 | val_loss: 0.0311256 | Time: 2394.98 ms [2022-02-04 07:38:09 main:574] : INFO : Epoch 2020 | loss: 0.0310727 | val_loss: 0.0311274 | Time: 2398.3 ms [2022-02-04 07:38:11 main:574] : INFO : Epoch 2021 | loss: 0.0310755 | val_loss: 0.0311256 | Time: 2383.56 ms [2022-02-04 07:38:13 main:574] : INFO : Epoch 2022 | loss: 0.0310698 | val_loss: 0.0311316 | Time: 1634.28 ms [2022-02-04 07:38:15 main:574] : INFO : Epoch 2023 | loss: 0.0310663 | val_loss: 0.0311238 | Time: 1996.26 ms [2022-02-04 07:38:17 main:574] : INFO : Epoch 2024 | loss: 0.0310659 | val_loss: 0.031122 | Time: 2357.67 ms [2022-02-04 07:38:20 main:574] : INFO : Epoch 2025 | loss: 0.0310658 | val_loss: 0.0311231 | Time: 2470.46 ms [2022-02-04 07:38:22 main:574] : INFO : Epoch 2026 | loss: 0.0310643 | val_loss: 0.0311189 | Time: 2364.34 ms [2022-02-04 07:38:23 main:574] : INFO : Epoch 2027 | loss: 0.0310654 | val_loss: 0.0311211 | Time: 1339.33 ms [2022-02-04 07:38:26 main:574] : INFO : Epoch 2028 | loss: 0.0310665 | val_loss: 0.0311196 | Time: 2356.4 ms [2022-02-04 07:38:28 main:574] : INFO : Epoch 2029 | loss: 0.0310648 | val_loss: 0.0311221 | Time: 2408.15 ms [2022-02-04 07:38:30 main:574] : INFO : Epoch 2030 | loss: 0.0310639 | val_loss: 0.0311318 | Time: 2393.47 ms [2022-02-04 07:38:32 main:574] : INFO : Epoch 2031 | loss: 0.0310673 | val_loss: 0.031126 | Time: 1970.02 ms [2022-02-04 07:38:34 main:574] : INFO : Epoch 2032 | loss: 0.0310662 | val_loss: 0.0311284 | Time: 1651.93 ms [2022-02-04 07:38:37 main:574] : INFO : Epoch 2033 | loss: 0.0310641 | val_loss: 0.0311256 | Time: 2430.46 ms [2022-02-04 07:38:39 main:574] : INFO : Epoch 2034 | loss: 0.0310652 | val_loss: 0.0311247 | Time: 2402.05 ms [2022-02-04 07:38:41 main:574] : INFO : Epoch 2035 | loss: 0.031063 | val_loss: 0.0311292 | Time: 2380.24 ms [2022-02-04 07:38:43 main:574] : INFO : Epoch 2036 | loss: 0.0310635 | val_loss: 0.0311221 | Time: 1543.93 ms [2022-02-04 07:38:45 main:574] : INFO : Epoch 2037 | loss: 0.0310648 | val_loss: 0.031123 | Time: 2162.61 ms [2022-02-04 07:38:47 main:574] : INFO : Epoch 2038 | loss: 0.0310627 | val_loss: 0.0311345 | Time: 2396 ms [2022-02-04 07:38:50 main:574] : INFO : Epoch 2039 | loss: 0.0310657 | val_loss: 0.031128 | Time: 2389.01 ms [2022-02-04 07:38:52 main:574] : INFO : Epoch 2040 | loss: 0.0310679 | val_loss: 0.0311294 | Time: 2319.31 ms [2022-02-04 07:38:54 main:574] : INFO : Epoch 2041 | loss: 0.0310631 | val_loss: 0.0311186 | Time: 1365.44 ms [2022-02-04 07:38:56 main:574] : INFO : Epoch 2042 | loss: 0.0310662 | val_loss: 0.0311253 | Time: 2373.56 ms [2022-02-04 07:38:58 main:574] : INFO : Epoch 2043 | loss: 0.0310635 | val_loss: 0.0311292 | Time: 2390.78 ms [2022-02-04 07:39:01 main:574] : INFO : Epoch 2044 | loss: 0.0310659 | val_loss: 0.0311302 | Time: 2414.86 ms [2022-02-04 07:39:03 main:574] : INFO : Epoch 2045 | loss: 0.0310693 | val_loss: 0.0311333 | Time: 1949.87 ms [2022-02-04 07:39:04 main:574] : INFO : Epoch 2046 | loss: 0.0310671 | val_loss: 0.0311309 | Time: 1634.84 ms [2022-02-04 07:39:07 main:574] : INFO : Epoch 2047 | loss: 0.0310715 | val_loss: 0.031128 | Time: 2427.65 ms [2022-02-04 07:39:09 main:574] : INFO : Epoch 2048 | loss: 0.0310686 | val_loss: 0.031126 | Time: 2367.42 ms [2022-02-04 07:39:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031126 [2022-02-04 07:39:09 main:603] : INFO : Saving end state to config to file [2022-02-04 07:39:09 main:608] : INFO : Success, exiting.. 07:39:09 (6408): 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)