Task 14548643
| Name | ParityModified-1647044136-30474-3-0_0 |
| Workunit | 11574963 |
| Created | 8 Apr 2022, 5:55:34 UTC |
| Sent | 10 Apr 2022, 14:53:18 UTC |
| Report deadline | 18 Apr 2022, 14:53:18 UTC |
| Received | 10 Apr 2022, 17:47:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 18 min 31 sec |
| CPU time | 1 hours 4 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311456 | val_loss: 0.0311577 | Time: 2258.98 ms
[2022-04-10 11:28:01 main:574] : INFO : Epoch 1543 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 2259.7 ms
[2022-04-10 11:28:04 main:574] : INFO : Epoch 1544 | loss: 0.0311438 | val_loss: 0.0311608 | Time: 2253.98 ms
[2022-04-10 11:28:06 main:574] : INFO : Epoch 1545 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 2252.76 ms
[2022-04-10 11:28:08 main:574] : INFO : Epoch 1546 | loss: 0.0311464 | val_loss: 0.0311581 | Time: 2226.99 ms
[2022-04-10 11:28:10 main:574] : INFO : Epoch 1547 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 2297.49 ms
[2022-04-10 11:28:13 main:574] : INFO : Epoch 1548 | loss: 0.0311422 | val_loss: 0.0311566 | Time: 2278.33 ms
[2022-04-10 11:28:15 main:574] : INFO : Epoch 1549 | loss: 0.031145 | val_loss: 0.0311585 | Time: 2272.61 ms
[2022-04-10 11:28:17 main:574] : INFO : Epoch 1550 | loss: 0.0311496 | val_loss: 0.0311607 | Time: 2234.22 ms
[2022-04-10 11:28:20 main:574] : INFO : Epoch 1551 | loss: 0.031153 | val_loss: 0.0311636 | Time: 2230.08 ms
[2022-04-10 11:28:22 main:574] : INFO : Epoch 1552 | loss: 0.0311514 | val_loss: 0.0311611 | Time: 2229.93 ms
[2022-04-10 11:28:24 main:574] : INFO : Epoch 1553 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 2239.02 ms
[2022-04-10 11:28:26 main:574] : INFO : Epoch 1554 | loss: 0.0311519 | val_loss: 0.0311622 | Time: 2207.19 ms
[2022-04-10 11:28:29 main:574] : INFO : Epoch 1555 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 2207.94 ms
[2022-04-10 11:28:31 main:574] : INFO : Epoch 1556 | loss: 0.0311492 | val_loss: 0.0311615 | Time: 2232.57 ms
[2022-04-10 11:28:33 main:574] : INFO : Epoch 1557 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 2290.54 ms
[2022-04-10 11:28:35 main:574] : INFO : Epoch 1558 | loss: 0.0311496 | val_loss: 0.0311608 | Time: 2236.67 ms
[2022-04-10 11:28:38 main:574] : INFO : Epoch 1559 | loss: 0.0311484 | val_loss: 0.0311612 | Time: 2248.44 ms
[2022-04-10 11:28:40 main:574] : INFO : Epoch 1560 | loss: 0.031148 | val_loss: 0.0311659 | Time: 2274.58 ms
[2022-04-10 11:28:42 main:574] : INFO : Epoch 1561 | loss: 0.031149 | val_loss: 0.0311614 | Time: 2223.93 ms
[2022-04-10 11:28:44 main:574] : INFO : Epoch 1562 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 2271.92 ms
[2022-04-10 11:28:47 main:574] : INFO : Epoch 1563 | loss: 0.0311469 | val_loss: 0.0311611 | Time: 2252.73 ms
[2022-04-10 11:28:49 main:574] : INFO : Epoch 1564 | loss: 0.0311501 | val_loss: 0.0311616 | Time: 2379.37 ms
[2022-04-10 11:28:51 main:574] : INFO : Epoch 1565 | loss: 0.0311515 | val_loss: 0.031161 | Time: 2222.39 ms
[2022-04-10 11:28:54 main:574] : INFO : Epoch 1566 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 2240.03 ms
[2022-04-10 11:28:56 main:574] : INFO : Epoch 1567 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 2225.42 ms
[2022-04-10 11:28:58 main:574] : INFO : Epoch 1568 | loss: 0.0311479 | val_loss: 0.0311641 | Time: 2261.78 ms
[2022-04-10 11:29:00 main:574] : INFO : Epoch 1569 | loss: 0.0311471 | val_loss: 0.0311615 | Time: 2289.99 ms
[2022-04-10 11:29:03 main:574] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 2326.81 ms
[2022-04-10 11:29:05 main:574] : INFO : Epoch 1571 | loss: 0.0311464 | val_loss: 0.0311615 | Time: 2260.43 ms
[2022-04-10 11:29:07 main:574] : INFO : Epoch 1572 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 2250.81 ms
[2022-04-10 11:29:10 main:574] : INFO : Epoch 1573 | loss: 0.031146 | val_loss: 0.0311668 | Time: 2284.26 ms
[2022-04-10 11:29:12 main:574] : INFO : Epoch 1574 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 2268.42 ms
[2022-04-10 11:29:14 main:574] : INFO : Epoch 1575 | loss: 0.031152 | val_loss: 0.0311605 | Time: 2259.2 ms
[2022-04-10 11:29:16 main:574] : INFO : Epoch 1576 | loss: 0.0311489 | val_loss: 0.0311593 | Time: 2255.21 ms
[2022-04-10 11:29:19 main:574] : INFO : Epoch 1577 | loss: 0.0311473 | val_loss: 0.031162 | Time: 2275.46 ms
[2022-04-10 11:29:21 main:574] : INFO : Epoch 1578 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 2221.54 ms
[2022-04-10 11:29:23 main:574] : INFO : Epoch 1579 | loss: 0.0311457 | val_loss: 0.0311621 | Time: 2236.92 ms
[2022-04-10 11:29:25 main:574] : INFO : Epoch 1580 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 2252.06 ms
[2022-04-10 11:29:28 main:574] : INFO : Epoch 1581 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 2252.07 ms
[2022-04-10 11:29:30 main:574] : INFO : Epoch 1582 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 2252.66 ms
[2022-04-10 11:29:32 main:574] : INFO : Epoch 1583 | loss: 0.0311458 | val_loss: 0.0311639 | Time: 2283.9 ms
[2022-04-10 11:29:35 main:574] : INFO : Epoch 1584 | loss: 0.0311445 | val_loss: 0.031161 | Time: 2253.91 ms
[2022-04-10 11:29:37 main:574] : INFO : Epoch 1585 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 2246.21 ms
[2022-04-10 11:29:39 main:574] : INFO : Epoch 1586 | loss: 0.0311501 | val_loss: 0.031168 | Time: 2275.67 ms
[2022-04-10 11:29:41 main:574] : INFO : Epoch 1587 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 2244.05 ms
[2022-04-10 11:29:44 main:574] : INFO : Epoch 1588 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 2262.59 ms
[2022-04-10 11:29:46 main:574] : INFO : Epoch 1589 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 2309.41 ms
[2022-04-10 11:29:48 main:574] : INFO : Epoch 1590 | loss: 0.0311447 | val_loss: 0.0311644 | Time: 2234.49 ms
[2022-04-10 11:29:50 main:574] : INFO : Epoch 1591 | loss: 0.0311455 | val_loss: 0.0311632 | Time: 2288.59 ms
[2022-04-10 11:29:53 main:574] : INFO : Epoch 1592 | loss: 0.0311452 | val_loss: 0.0311634 | Time: 2253.99 ms
[2022-04-10 11:29:55 main:574] : INFO : Epoch 1593 | loss: 0.0311435 | val_loss: 0.0311605 | Time: 2225.89 ms
[2022-04-10 11:29:57 main:574] : INFO : Epoch 1594 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 2255.28 ms
[2022-04-10 11:29:59 main:574] : INFO : Epoch 1595 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 2256.03 ms
[2022-04-10 11:30:02 main:574] : INFO : Epoch 1596 | loss: 0.0311419 | val_loss: 0.0311595 | Time: 2302.38 ms
[2022-04-10 11:30:04 main:574] : INFO : Epoch 1597 | loss: 0.031141 | val_loss: 0.0311608 | Time: 2256.64 ms
[2022-04-10 11:30:07 main:574] : INFO : Epoch 1598 | loss: 0.031141 | val_loss: 0.0311623 | Time: 2443.49 ms
[2022-04-10 11:30:09 main:574] : INFO : Epoch 1599 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 2234.65 ms
[2022-04-10 11:30:11 main:574] : INFO : Epoch 1600 | loss: 0.0311409 | val_loss: 0.031164 | Time: 2267.33 ms
[2022-04-10 11:30:13 main:574] : INFO : Epoch 1601 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 2241 ms
[2022-04-10 11:30:16 main:574] : INFO : Epoch 1602 | loss: 0.0311424 | val_loss: 0.0311597 | Time: 2248.24 ms
[2022-04-10 11:30:18 main:574] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.031163 | Time: 2342.97 ms
[2022-04-10 11:30:20 main:574] : INFO : Epoch 1604 | loss: 0.0311421 | val_loss: 0.031163 | Time: 2240.77 ms
[2022-04-10 11:30:23 main:574] : INFO : Epoch 1605 | loss: 0.0311401 | val_loss: 0.0311628 | Time: 2342.51 ms
[2022-04-10 11:30:25 main:574] : INFO : Epoch 1606 | loss: 0.0311409 | val_loss: 0.0311598 | Time: 2370.06 ms
[2022-04-10 11:30:27 main:574] : INFO : Epoch 1607 | loss: 0.0311408 | val_loss: 0.0311645 | Time: 2336.17 ms
[2022-04-10 11:30:30 main:574] : INFO : Epoch 1608 | loss: 0.0311398 | val_loss: 0.0311612 | Time: 2318.11 ms
[2022-04-10 11:30:32 main:574] : INFO : Epoch 1609 | loss: 0.0311392 | val_loss: 0.0311622 | Time: 2341.28 ms
[2022-04-10 11:30:34 main:574] : INFO : Epoch 1610 | loss: 0.0311397 | val_loss: 0.0311617 | Time: 2323.36 ms
[2022-04-10 11:30:37 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.0311595 | Time: 2463 ms
[2022-04-10 11:30:39 main:574] : INFO : Epoch 1612 | loss: 0.031141 | val_loss: 0.0311618 | Time: 2316.67 ms
[2022-04-10 11:30:41 main:574] : INFO : Epoch 1613 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 2307.69 ms
[2022-04-10 11:30:44 main:574] : INFO : Epoch 1614 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 2335.68 ms
[2022-04-10 11:30:46 main:574] : INFO : Epoch 1615 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 2381.1 ms
[2022-04-10 11:30:48 main:574] : INFO : Epoch 1616 | loss: 0.0311515 | val_loss: 0.0311636 | Time: 2300.92 ms
[2022-04-10 11:30:51 main:574] : INFO : Epoch 1617 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 2298.62 ms
[2022-04-10 11:30:53 main:574] : INFO : Epoch 1618 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 2297.48 ms
[2022-04-10 11:30:55 main:574] : INFO : Epoch 1619 | loss: 0.0311579 | val_loss: 0.0311628 | Time: 2236.2 ms
[2022-04-10 11:30:58 main:574] : INFO : Epoch 1620 | loss: 0.0311565 | val_loss: 0.0311629 | Time: 2226.33 ms
[2022-04-10 11:31:00 main:574] : INFO : Epoch 1621 | loss: 0.0311547 | val_loss: 0.0311607 | Time: 2266.84 ms
[2022-04-10 11:31:02 main:574] : INFO : Epoch 1622 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 2254.43 ms
[2022-04-10 11:31:04 main:574] : INFO : Epoch 1623 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 2233.73 ms
[2022-04-10 11:31:07 main:574] : INFO : Epoch 1624 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2260.47 ms
[2022-04-10 11:31:09 main:574] : INFO : Epoch 1625 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 2244.78 ms
[2022-04-10 11:31:11 main:574] : INFO : Epoch 1626 | loss: 0.0311585 | val_loss: 0.0311613 | Time: 2257.36 ms
[2022-04-10 11:31:13 main:574] : INFO : Epoch 1627 | loss: 0.0311559 | val_loss: 0.03116 | Time: 2215.01 ms
[2022-04-10 11:31:16 main:574] : INFO : Epoch 1628 | loss: 0.0311539 | val_loss: 0.0311585 | Time: 2225.99 ms
[2022-04-10 11:31:18 main:574] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311589 | Time: 2265.38 ms
[2022-04-10 11:31:20 main:574] : INFO : Epoch 1630 | loss: 0.0311513 | val_loss: 0.0311601 | Time: 2282.49 ms
[2022-04-10 11:31:22 main:574] : INFO : Epoch 1631 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 2249.38 ms
[2022-04-10 11:31:25 main:574] : INFO : Epoch 1632 | loss: 0.0311489 | val_loss: 0.03116 | Time: 2252.45 ms
[2022-04-10 11:31:27 main:574] : INFO : Epoch 1633 | loss: 0.031151 | val_loss: 0.0311657 | Time: 2297.44 ms
[2022-04-10 11:31:29 main:574] : INFO : Epoch 1634 | loss: 0.0311554 | val_loss: 0.0311615 | Time: 2359.58 ms
[2022-04-10 11:31:32 main:574] : INFO : Epoch 1635 | loss: 0.0311513 | val_loss: 0.0311595 | Time: 2260.33 ms
[2022-04-10 11:31:34 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311578 | Time: 2244.19 ms
[2022-04-10 11:31:36 main:574] : INFO : Epoch 1637 | loss: 0.031152 | val_loss: 0.0311598 | Time: 2257.73 ms
[2022-04-10 11:31:38 main:574] : INFO : Epoch 1638 | loss: 0.0311554 | val_loss: 0.0311574 | Time: 2230.51 ms
[2022-04-10 11:31:41 main:574] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2224.35 ms
[2022-04-10 11:31:43 main:574] : INFO : Epoch 1640 | loss: 0.0311637 | val_loss: 0.0311649 | Time: 2217.35 ms
[2022-04-10 11:31:45 main:574] : INFO : Epoch 1641 | loss: 0.031163 | val_loss: 0.0311627 | Time: 2290.55 ms
[2022-04-10 11:31:47 main:574] : INFO : Epoch 1642 | loss: 0.031163 | val_loss: 0.0311606 | Time: 2236.13 ms
[2022-04-10 11:31:50 main:574] : INFO : Epoch 1643 | loss: 0.031162 | val_loss: 0.031161 | Time: 2260.99 ms
[2022-04-10 11:31:52 main:574] : INFO : Epoch 1644 | loss: 0.0311625 | val_loss: 0.0311619 | Time: 2248.48 ms
[2022-04-10 11:31:54 main:574] : INFO : Epoch 1645 | loss: 0.0311613 | val_loss: 0.0311618 | Time: 2266.31 ms
[2022-04-10 11:31:56 main:574] : INFO : Epoch 1646 | loss: 0.0311626 | val_loss: 0.0311638 | Time: 2257.8 ms
[2022-04-10 11:31:59 main:574] : INFO : Epoch 1647 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2234.34 ms
[2022-04-10 11:32:01 main:574] : INFO : Epoch 1648 | loss: 0.03116 | val_loss: 0.0311604 | Time: 2259.45 ms
[2022-04-10 11:32:03 main:574] : INFO : Epoch 1649 | loss: 0.0311582 | val_loss: 0.0311582 | Time: 2288.68 ms
[2022-04-10 11:32:06 main:574] : INFO : Epoch 1650 | loss: 0.0311582 | val_loss: 0.031163 | Time: 2299.24 ms
[2022-04-10 11:32:08 main:574] : INFO : Epoch 1651 | loss: 0.0311591 | val_loss: 0.0311624 | Time: 2251.05 ms
[2022-04-10 11:32:10 main:574] : INFO : Epoch 1652 | loss: 0.0311586 | val_loss: 0.0311617 | Time: 2247.27 ms
[2022-04-10 11:32:12 main:574] : INFO : Epoch 1653 | loss: 0.0311571 | val_loss: 0.0311608 | Time: 2269.23 ms
[2022-04-10 11:32:15 main:574] : INFO : Epoch 1654 | loss: 0.0311562 | val_loss: 0.0311607 | Time: 2251.45 ms
[2022-04-10 11:32:17 main:574] : INFO : Epoch 1655 | loss: 0.0311555 | val_loss: 0.0311608 | Time: 2245.43 ms
[2022-04-10 11:32:19 main:574] : INFO : Epoch 1656 | loss: 0.0311558 | val_loss: 0.0311603 | Time: 2232.07 ms
[2022-04-10 11:32:21 main:574] : INFO : Epoch 1657 | loss: 0.0311554 | val_loss: 0.0311615 | Time: 2257.67 ms
[2022-04-10 11:32:24 main:574] : INFO : Epoch 1658 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 2332.41 ms
[2022-04-10 11:32:26 main:574] : INFO : Epoch 1659 | loss: 0.0311564 | val_loss: 0.0311623 | Time: 2258.18 ms
[2022-04-10 11:32:28 main:574] : INFO : Epoch 1660 | loss: 0.031154 | val_loss: 0.0311604 | Time: 2272.67 ms
[2022-04-10 11:32:31 main:574] : INFO : Epoch 1661 | loss: 0.0311535 | val_loss: 0.031162 | Time: 2257.66 ms
[2022-04-10 11:32:33 main:574] : INFO : Epoch 1662 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2294.95 ms
[2022-04-10 11:32:35 main:574] : INFO : Epoch 1663 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 2303.85 ms
[2022-04-10 11:32:38 main:574] : INFO : Epoch 1664 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 2259.43 ms
[2022-04-10 11:32:40 main:574] : INFO : Epoch 1665 | loss: 0.0311535 | val_loss: 0.0311616 | Time: 2248.86 ms
[2022-04-10 11:32:42 main:574] : INFO : Epoch 1666 | loss: 0.0311542 | val_loss: 0.0311611 | Time: 2248.95 ms
[2022-04-10 11:32:44 main:574] : INFO : Epoch 1667 | loss: 0.0311557 | val_loss: 0.0311592 | Time: 2255.34 ms
[2022-04-10 11:32:47 main:574] : INFO : Epoch 1668 | loss: 0.0311551 | val_loss: 0.0311611 | Time: 2211.18 ms
[2022-04-10 11:32:49 main:574] : INFO : Epoch 1669 | loss: 0.0311545 | val_loss: 0.0311608 | Time: 2284.42 ms
[2022-04-10 11:32:51 main:574] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 2198.69 ms
[2022-04-10 11:32:53 main:574] : INFO : Epoch 1671 | loss: 0.0311584 | val_loss: 0.0311603 | Time: 2256.77 ms
[2022-04-10 11:32:56 main:574] : INFO : Epoch 1672 | loss: 0.031156 | val_loss: 0.0311622 | Time: 2254.21 ms
[2022-04-10 11:32:58 main:574] : INFO : Epoch 1673 | loss: 0.0311542 | val_loss: 0.0311605 | Time: 2299.22 ms
[2022-04-10 11:33:00 main:574] : INFO : Epoch 1674 | loss: 0.0311518 | val_loss: 0.0311591 | Time: 2248.39 ms
[2022-04-10 11:33:02 main:574] : INFO : Epoch 1675 | loss: 0.0311519 | val_loss: 0.031161 | Time: 2232.02 ms
[2022-04-10 11:33:05 main:574] : INFO : Epoch 1676 | loss: 0.0311515 | val_loss: 0.0311604 | Time: 2211.97 ms
[2022-04-10 11:33:07 main:574] : INFO : Epoch 1677 | loss: 0.0311504 | val_loss: 0.0311601 | Time: 2227.42 ms
[2022-04-10 11:33:09 main:574] : INFO : Epoch 1678 | loss: 0.0311508 | val_loss: 0.0311613 | Time: 2209.45 ms
[2022-04-10 11:33:11 main:574] : INFO : Epoch 1679 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 2230.76 ms
[2022-04-10 11:33:14 main:574] : INFO : Epoch 1680 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 2248.04 ms
[2022-04-10 11:33:16 main:574] : INFO : Epoch 1681 | loss: 0.031151 | val_loss: 0.0311618 | Time: 2260.02 ms
[2022-04-10 11:33:18 main:574] : INFO : Epoch 1682 | loss: 0.0311504 | val_loss: 0.0311646 | Time: 2278.84 ms
[2022-04-10 11:33:20 main:574] : INFO : Epoch 1683 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 2227.77 ms
[2022-04-10 11:33:23 main:574] : INFO : Epoch 1684 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 2214.84 ms
[2022-04-10 11:33:25 main:574] : INFO : Epoch 1685 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 2220.35 ms
[2022-04-10 11:33:27 main:574] : INFO : Epoch 1686 | loss: 0.03115 | val_loss: 0.0311644 | Time: 2304.58 ms
[2022-04-10 11:33:29 main:574] : INFO : Epoch 1687 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 2281.35 ms
[2022-04-10 11:33:32 main:574] : INFO : Epoch 1688 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 2228.2 ms
[2022-04-10 11:33:34 main:574] : INFO : Epoch 1689 | loss: 0.0311503 | val_loss: 0.0311629 | Time: 2301.71 ms
[2022-04-10 11:33:36 main:574] : INFO : Epoch 1690 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 2266.82 ms
[2022-04-10 11:33:39 main:574] : INFO : Epoch 1691 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 2234.06 ms
[2022-04-10 11:33:41 main:574] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.0311674 | Time: 2244.61 ms
[2022-04-10 11:33:43 main:574] : INFO : Epoch 1693 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 2259.6 ms
[2022-04-10 11:33:45 main:574] : INFO : Epoch 1694 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 2343.87 ms
[2022-04-10 11:33:48 main:574] : INFO : Epoch 1695 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 2247.91 ms
[2022-04-10 11:33:50 main:574] : INFO : Epoch 1696 | loss: 0.0311489 | val_loss: 0.0311664 | Time: 2233.69 ms
[2022-04-10 11:33:52 main:574] : INFO : Epoch 1697 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 2276.17 ms
[2022-04-10 11:33:54 main:574] : INFO : Epoch 1698 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 2212.07 ms
[2022-04-10 11:33:57 main:574] : INFO : Epoch 1699 | loss: 0.031151 | val_loss: 0.0311643 | Time: 2227.76 ms
[2022-04-10 11:33:59 main:574] : INFO : Epoch 1700 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 2216 ms
[2022-04-10 11:34:01 main:574] : INFO : Epoch 1701 | loss: 0.0311478 | val_loss: 0.0311675 | Time: 2353.14 ms
[2022-04-10 11:34:04 main:574] : INFO : Epoch 1702 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 2287.31 ms
[2022-04-10 11:34:06 main:574] : INFO : Epoch 1703 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 2244.8 ms
[2022-04-10 11:34:08 main:574] : INFO : Epoch 1704 | loss: 0.0311465 | val_loss: 0.0311648 | Time: 2237.69 ms
[2022-04-10 11:34:10 main:574] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 2248.12 ms
[2022-04-10 11:34:13 main:574] : INFO : Epoch 1706 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 2226.4 ms
[2022-04-10 11:34:15 main:574] : INFO : Epoch 1707 | loss: 0.0311547 | val_loss: 0.0311708 | Time: 2251.92 ms
[2022-04-10 11:34:17 main:574] : INFO : Epoch 1708 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 2210.43 ms
[2022-04-10 11:34:19 main:574] : INFO : Epoch 1709 | loss: 0.0311541 | val_loss: 0.0311704 | Time: 2271.35 ms
[2022-04-10 11:34:22 main:574] : INFO : Epoch 1710 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2248.4 ms
[2022-04-10 11:34:24 main:574] : INFO : Epoch 1711 | loss: 0.0311528 | val_loss: 0.031169 | Time: 2290.34 ms
[2022-04-10 11:34:26 main:574] : INFO : Epoch 1712 | loss: 0.0311584 | val_loss: 0.0311779 | Time: 2216.46 ms
[2022-04-10 11:34:28 main:574] : INFO : Epoch 1713 | loss: 0.0311541 | val_loss: 0.0311626 | Time: 2251.63 ms
[2022-04-10 11:34:31 main:574] : INFO : Epoch 1714 | loss: 0.0311508 | val_loss: 0.031167 | Time: 2263.31 ms
[2022-04-10 11:34:33 main:574] : INFO : Epoch 1715 | loss: 0.0311511 | val_loss: 0.0311629 | Time: 2354.79 ms
[2022-04-10 11:34:35 main:574] : INFO : Epoch 1716 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 2252.98 ms
[2022-04-10 11:34:38 main:574] : INFO : Epoch 1717 | loss: 0.0311504 | val_loss: 0.0311698 | Time: 2262.52 ms
[2022-04-10 11:34:40 main:574] : INFO : Epoch 1718 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 2234.73 ms
[2022-04-10 11:34:42 main:574] : INFO : Epoch 1719 | loss: 0.0311493 | val_loss: 0.0311633 | Time: 2233.31 ms
[2022-04-10 11:34:44 main:574] : INFO : Epoch 1720 | loss: 0.031152 | val_loss: 0.0311601 | Time: 2238.99 ms
[2022-04-10 11:34:47 main:574] : INFO : Epoch 1721 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2244.92 ms
[2022-04-10 11:34:49 main:574] : INFO : Epoch 1722 | loss: 0.0311506 | val_loss: 0.0311594 | Time: 2198.17 ms
[2022-04-10 11:34:51 main:574] : INFO : Epoch 1723 | loss: 0.0311518 | val_loss: 0.031165 | Time: 2228.54 ms
[2022-04-10 11:34:53 main:574] : INFO : Epoch 1724 | loss: 0.0311609 | val_loss: 0.0311649 | Time: 2200.48 ms
[2022-04-10 11:34:56 main:574] : INFO : Epoch 1725 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 2222.07 ms
[2022-04-10 11:34:58 main:574] : INFO : Epoch 1726 | loss: 0.0311583 | val_loss: 0.0311666 | Time: 2220.21 ms
[2022-04-10 11:35:00 main:574] : INFO : Epoch 1727 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 2268.75 ms
[2022-04-10 11:35:02 main:574] : INFO : Epoch 1728 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 2275.89 ms
[2022-04-10 11:35:05 main:574] : INFO : Epoch 1729 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 2340.27 ms
[2022-04-10 11:35:07 main:574] : INFO : Epoch 1730 | loss: 0.031155 | val_loss: 0.0311666 | Time: 2272.11 ms
[2022-04-10 11:35:09 main:574] : INFO : Epoch 1731 | loss: 0.0311525 | val_loss: 0.031163 | Time: 2239.35 ms
[2022-04-10 11:35:11 main:574] : INFO : Epoch 1732 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 2219.24 ms
[2022-04-10 11:35:14 main:574] : INFO : Epoch 1733 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 2263.49 ms
[2022-04-10 11:35:16 main:574] : INFO : Epoch 1734 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 2226.37 ms
[2022-04-10 11:35:18 main:574] : INFO : Epoch 1735 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 2244.96 ms
[2022-04-10 11:35:20 main:574] : INFO : Epoch 1736 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 2251.68 ms
[2022-04-10 11:35:23 main:574] : INFO : Epoch 1737 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2244.33 ms
[2022-04-10 11:35:25 main:574] : INFO : Epoch 1738 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 2227.05 ms
[2022-04-10 11:35:27 main:574] : INFO : Epoch 1739 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 2219.28 ms
[2022-04-10 11:35:29 main:574] : INFO : Epoch 1740 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2263.29 ms
[2022-04-10 11:35:32 main:574] : INFO : Epoch 1741 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 2330.69 ms
[2022-04-10 11:35:34 main:574] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 2225.55 ms
[2022-04-10 11:35:36 main:574] : INFO : Epoch 1743 | loss: 0.031151 | val_loss: 0.0311661 | Time: 2219.72 ms
[2022-04-10 11:35:39 main:574] : INFO : Epoch 1744 | loss: 0.0311498 | val_loss: 0.0311632 | Time: 2237.78 ms
[2022-04-10 11:35:41 main:574] : INFO : Epoch 1745 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 2230.99 ms
[2022-04-10 11:35:43 main:574] : INFO : Epoch 1746 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 2207.02 ms
[2022-04-10 11:35:45 main:574] : INFO : Epoch 1747 | loss: 0.0311521 | val_loss: 0.0311649 | Time: 2245.41 ms
[2022-04-10 11:35:48 main:574] : INFO : Epoch 1748 | loss: 0.0311493 | val_loss: 0.0311625 | Time: 2231.98 ms
[2022-04-10 11:35:50 main:574] : INFO : Epoch 1749 | loss: 0.0311498 | val_loss: 0.031168 | Time: 2229.97 ms
[2022-04-10 11:35:52 main:574] : INFO : Epoch 1750 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2249.31 ms
[2022-04-10 11:35:54 main:574] : INFO : Epoch 1751 | loss: 0.031147 | val_loss: 0.0311641 | Time: 2280.37 ms
[2022-04-10 11:35:57 main:574] : INFO : Epoch 1752 | loss: 0.031149 | val_loss: 0.0311623 | Time: 2239.12 ms
[2022-04-10 11:35:59 main:574] : INFO : Epoch 1753 | loss: 0.0311555 | val_loss: 0.0311616 | Time: 2234.21 ms
[2022-04-10 11:36:01 main:574] : INFO : Epoch 1754 | loss: 0.0311532 | val_loss: 0.0311587 | Time: 2257.67 ms
[2022-04-10 11:36:03 main:574] : INFO : Epoch 1755 | loss: 0.0311522 | val_loss: 0.0311588 | Time: 2340.93 ms
[2022-04-10 11:36:06 main:574] : INFO : Epoch 1756 | loss: 0.0311516 | val_loss: 0.0311582 | Time: 2232.65 ms
[2022-04-10 11:36:08 main:574] : INFO : Epoch 1757 | loss: 0.0311507 | val_loss: 0.0311589 | Time: 2220.76 ms
[2022-04-10 11:36:10 main:574] : INFO : Epoch 1758 | loss: 0.0311509 | val_loss: 0.0311585 | Time: 2210.39 ms
[2022-04-10 11:36:12 main:574] : INFO : Epoch 1759 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 2222.7 ms
[2022-04-10 11:36:15 main:574] : INFO : Epoch 1760 | loss: 0.031149 | val_loss: 0.0311589 | Time: 2253.54 ms
[2022-04-10 11:36:17 main:574] : INFO : Epoch 1761 | loss: 0.0311485 | val_loss: 0.031163 | Time: 2227.78 ms
[2022-04-10 11:36:19 main:574] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311684 | Time: 2239.65 ms
[2022-04-10 11:36:21 main:574] : INFO : Epoch 1763 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 2225.74 ms
[2022-04-10 11:36:24 main:574] : INFO : Epoch 1764 | loss: 0.0311507 | val_loss: 0.0311622 | Time: 2242.53 ms
[2022-04-10 11:36:26 main:574] : INFO : Epoch 1765 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 2198.84 ms
[2022-04-10 11:36:28 main:574] : INFO : Epoch 1766 | loss: 0.0311466 | val_loss: 0.0311611 | Time: 2352.95 ms
[2022-04-10 11:36:30 main:574] : INFO : Epoch 1767 | loss: 0.0311463 | val_loss: 0.0311606 | Time: 2223.2 ms
[2022-04-10 11:36:33 main:574] : INFO : Epoch 1768 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 2294.91 ms
[2022-04-10 11:36:35 main:574] : INFO : Epoch 1769 | loss: 0.0311449 | val_loss: 0.0311604 | Time: 2254.82 ms
[2022-04-10 11:36:37 main:574] : INFO : Epoch 1770 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 2269.68 ms
[2022-04-10 11:36:40 main:574] : INFO : Epoch 1771 | loss: 0.0311444 | val_loss: 0.031163 | Time: 2215.11 ms
[2022-04-10 11:36:42 main:574] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 2234.87 ms
[2022-04-10 11:36:44 main:574] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311647 | Time: 2274.88 ms
[2022-04-10 11:36:46 main:574] : INFO : Epoch 1774 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 2267.87 ms
[2022-04-10 11:36:49 main:574] : INFO : Epoch 1775 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 2230.63 ms
[2022-04-10 11:36:51 main:574] : INFO : Epoch 1776 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 2245.39 ms
[2022-04-10 11:36:53 main:574] : INFO : Epoch 1777 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 2244.42 ms
[2022-04-10 11:36:55 main:574] : INFO : Epoch 1778 | loss: 0.0311465 | val_loss: 0.0311614 | Time: 2189.22 ms
[2022-04-10 11:36:58 main:574] : INFO : Epoch 1779 | loss: 0.0311443 | val_loss: 0.0311615 | Time: 2225.38 ms
[2022-04-10 11:37:00 main:574] : INFO : Epoch 1780 | loss: 0.0311432 | val_loss: 0.0311622 | Time: 2235.57 ms
[2022-04-10 11:37:02 main:574] : INFO : Epoch 1781 | loss: 0.0311444 | val_loss: 0.0311612 | Time: 2330.93 ms
[2022-04-10 11:37:04 main:574] : INFO : Epoch 1782 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 2264.37 ms
[2022-04-10 11:37:07 main:574] : INFO : Epoch 1783 | loss: 0.0311483 | val_loss: 0.0311615 | Time: 2189.65 ms
[2022-04-10 11:37:09 main:574] : INFO : Epoch 1784 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 2209.84 ms
[2022-04-10 11:37:11 main:574] : INFO : Epoch 1785 | loss: 0.0311466 | val_loss: 0.0311643 | Time: 2258.55 ms
[2022-04-10 11:37:13 main:574] : INFO : Epoch 1786 | loss: 0.031146 | val_loss: 0.0311617 | Time: 2206.34 ms
[2022-04-10 11:37:16 main:574] : INFO : Epoch 1787 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 2233.61 ms
[2022-04-10 11:37:18 main:574] : INFO : Epoch 1788 | loss: 0.0311451 | val_loss: 0.03116 | Time: 2239.88 ms
[2022-04-10 11:37:20 main:574] : INFO : Epoch 1789 | loss: 0.0311463 | val_loss: 0.031163 | Time: 2234.1 ms
[2022-04-10 11:37:22 main:574] : INFO : Epoch 1790 | loss: 0.0311465 | val_loss: 0.0311609 | Time: 2286.26 ms
[2022-04-10 11:37:25 main:574] : INFO : Epoch 1791 | loss: 0.0311477 | val_loss: 0.031164 | Time: 2304.35 ms
[2022-04-10 11:37:27 main:574] : INFO : Epoch 1792 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 2282.02 ms
[2022-04-10 11:37:29 main:574] : INFO : Epoch 1793 | loss: 0.0311489 | val_loss: 0.0311646 | Time: 2266.03 ms
[2022-04-10 11:37:32 main:574] : INFO : Epoch 1794 | loss: 0.0311479 | val_loss: 0.0311589 | Time: 2329.2 ms
[2022-04-10 11:37:34 main:574] : INFO : Epoch 1795 | loss: 0.0311505 | val_loss: 0.0311695 | Time: 2243.31 ms
[2022-04-10 11:37:36 main:574] : INFO : Epoch 1796 | loss: 0.0311461 | val_loss: 0.0311641 | Time: 2299.61 ms
[2022-04-10 11:37:38 main:574] : INFO : Epoch 1797 | loss: 0.0311442 | val_loss: 0.0311624 | Time: 2246.1 ms
[2022-04-10 11:37:41 main:574] : INFO : Epoch 1798 | loss: 0.0311444 | val_loss: 0.0311668 | Time: 2297.48 ms
[2022-04-10 11:37:43 main:574] : INFO : Epoch 1799 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 2243.19 ms
[2022-04-10 11:37:45 main:574] : INFO : Epoch 1800 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 2219.97 ms
[2022-04-10 11:37:47 main:574] : INFO : Epoch 1801 | loss: 0.031149 | val_loss: 0.0311653 | Time: 2239.65 ms
[2022-04-10 11:37:50 main:574] : INFO : Epoch 1802 | loss: 0.0311483 | val_loss: 0.0311628 | Time: 2199.56 ms
[2022-04-10 11:37:52 main:574] : INFO : Epoch 1803 | loss: 0.0311494 | val_loss: 0.0311729 | Time: 2268.89 ms
[2022-04-10 11:37:54 main:574] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 2275.58 ms
[2022-04-10 11:37:57 main:574] : INFO : Epoch 1805 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 2309.58 ms
[2022-04-10 11:37:59 main:574] : INFO : Epoch 1806 | loss: 0.0311506 | val_loss: 0.0311602 | Time: 2217.88 ms
[2022-04-10 11:38:01 main:574] : INFO : Epoch 1807 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 2232.84 ms
[2022-04-10 11:38:03 main:574] : INFO : Epoch 1808 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 2288.7 ms
[2022-04-10 11:38:06 main:574] : INFO : Epoch 1809 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 2239.43 ms
[2022-04-10 11:38:08 main:574] : INFO : Epoch 1810 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 2217.57 ms
[2022-04-10 11:38:10 main:574] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311665 | Time: 2224.54 ms
[2022-04-10 11:38:12 main:574] : INFO : Epoch 1812 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 2256.52 ms
[2022-04-10 11:38:15 main:574] : INFO : Epoch 1813 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 2238.3 ms
[2022-04-10 11:38:17 main:574] : INFO : Epoch 1814 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 2255.54 ms
[2022-04-10 11:38:19 main:574] : INFO : Epoch 1815 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 2229.96 ms
[2022-04-10 11:38:21 main:574] : INFO : Epoch 1816 | loss: 0.0312074 | val_loss: 0.0312145 | Time: 2257.32 ms
[2022-04-10 11:38:24 main:574] : INFO : Epoch 1817 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 2225.93 ms
[2022-04-10 11:38:26 main:574] : INFO : Epoch 1818 | loss: 0.0312179 | val_loss: 0.031217 | Time: 2281.99 ms
[2022-04-10 11:38:28 main:574] : INFO : Epoch 1819 | loss: 0.0312187 | val_loss: 0.0312177 | Time: 2249.99 ms
[2022-04-10 11:38:30 main:574] : INFO : Epoch 1820 | loss: 0.0312208 | val_loss: 0.0312245 | Time: 2222.83 ms
[2022-04-10 11:38:33 main:574] : INFO : Epoch 1821 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 2291.42 ms
[2022-04-10 11:38:35 main:574] : INFO : Epoch 1822 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 2254.9 ms
[2022-04-10 11:38:37 main:574] : INFO : Epoch 1823 | loss: 0.0312217 | val_loss: 0.0312185 | Time: 2240.05 ms
[2022-04-10 11:38:40 main:574] : INFO : Epoch 1824 | loss: 0.0312218 | val_loss: 0.0312199 | Time: 2271.36 ms
[2022-04-10 11:38:42 main:574] : INFO : Epoch 1825 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 2240.72 ms
[2022-04-10 11:38:44 main:574] : INFO : Epoch 1826 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 2229.76 ms
[2022-04-10 11:38:46 main:574] : INFO : Epoch 1827 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 2283.54 ms
[2022-04-10 11:38:49 main:574] : INFO : Epoch 1828 | loss: 0.0312186 | val_loss: 0.0312169 | Time: 2181.46 ms
[2022-04-10 11:38:51 main:574] : INFO : Epoch 1829 | loss: 0.0312216 | val_loss: 0.0312183 | Time: 2220.41 ms
[2022-04-10 11:38:53 main:574] : INFO : Epoch 1830 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 2208.43 ms
[2022-04-10 11:38:55 main:574] : INFO : Epoch 1831 | loss: 0.0312246 | val_loss: 0.0312189 | Time: 2256.21 ms
[2022-04-10 11:38:58 main:574] : INFO : Epoch 1832 | loss: 0.0312222 | val_loss: 0.0312162 | Time: 2279.6 ms
[2022-04-10 11:39:00 main:574] : INFO : Epoch 1833 | loss: 0.0312211 | val_loss: 0.0312153 | Time: 2273.78 ms
[2022-04-10 11:39:02 main:574] : INFO : Epoch 1834 | loss: 0.0312195 | val_loss: 0.0312148 | Time: 2358.49 ms
[2022-04-10 11:39:04 main:574] : INFO : Epoch 1835 | loss: 0.03122 | val_loss: 0.0312176 | Time: 2230.12 ms
[2022-04-10 11:39:07 main:574] : INFO : Epoch 1836 | loss: 0.0312201 | val_loss: 0.0312131 | Time: 2229.74 ms
[2022-04-10 11:39:09 main:574] : INFO : Epoch 1837 | loss: 0.0312187 | val_loss: 0.0312142 | Time: 2236.32 ms
[2022-04-10 11:39:11 main:574] : INFO : Epoch 1838 | loss: 0.0312195 | val_loss: 0.0312126 | Time: 2234.75 ms
[2022-04-10 11:39:13 main:574] : INFO : Epoch 1839 | loss: 0.0312196 | val_loss: 0.0312144 | Time: 2274.44 ms
[2022-04-10 11:39:16 main:574] : INFO : Epoch 1840 | loss: 0.0312211 | val_loss: 0.0312128 | Time: 2212.16 ms
[2022-04-10 11:39:18 main:574] : INFO : Epoch 1841 | loss: 0.0312196 | val_loss: 0.0312134 | Time: 2296.16 ms
[2022-04-10 11:39:21 main:574] : INFO : Epoch 1842 | loss: 0.0312193 | val_loss: 0.0312132 | Time: 2554.7 ms
[2022-04-10 11:39:23 main:574] : INFO : Epoch 1843 | loss: 0.0312183 | val_loss: 0.0312163 | Time: 2254.52 ms
[2022-04-10 11:39:25 main:574] : INFO : Epoch 1844 | loss: 0.0312177 | val_loss: 0.0312128 | Time: 2296.44 ms
[2022-04-10 11:39:27 main:574] : INFO : Epoch 1845 | loss: 0.031216 | val_loss: 0.0312117 | Time: 2239.31 ms
[2022-04-10 11:39:30 main:574] : INFO : Epoch 1846 | loss: 0.0312163 | val_loss: 0.0312153 | Time: 2231.36 ms
[2022-04-10 11:39:32 main:574] : INFO : Epoch 1847 | loss: 0.0312197 | val_loss: 0.0312156 | Time: 2270.09 ms
[2022-04-10 11:39:34 main:574] : INFO : Epoch 1848 | loss: 0.0312228 | val_loss: 0.0312175 | Time: 2296.69 ms
[2022-04-10 11:39:36 main:574] : INFO : Epoch 1849 | loss: 0.0312225 | val_loss: 0.0312166 | Time: 2254.34 ms
[2022-04-10 11:39:39 main:574] : INFO : Epoch 1850 | loss: 0.0312223 | val_loss: 0.0312161 | Time: 2231.09 ms
[2022-04-10 11:39:41 main:574] : INFO : Epoch 1851 | loss: 0.031222 | val_loss: 0.0312166 | Time: 2251.42 ms
[2022-04-10 11:39:43 main:574] : INFO : Epoch 1852 | loss: 0.0312229 | val_loss: 0.0312177 | Time: 2261.49 ms
[2022-04-10 11:39:46 main:574] : INFO : Epoch 1853 | loss: 0.031221 | val_loss: 0.0312174 | Time: 2359.61 ms
[2022-04-10 11:39:48 main:574] : INFO : Epoch 1854 | loss: 0.0312206 | val_loss: 0.0312162 | Time: 2231.16 ms
[2022-04-10 11:39:50 main:574] : INFO : Epoch 1855 | loss: 0.0312205 | val_loss: 0.0312175 | Time: 2288.75 ms
[2022-04-10 11:39:52 main:574] : INFO : Epoch 1856 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2279 ms
[2022-04-10 11:39:55 main:574] : INFO : Epoch 1857 | loss: 0.0312191 | val_loss: 0.0312154 | Time: 2219.12 ms
[2022-04-10 11:39:57 main:574] : INFO : Epoch 1858 | loss: 0.0312201 | val_loss: 0.0312145 | Time: 2295.15 ms
[2022-04-10 11:39:59 main:574] : INFO : Epoch 1859 | loss: 0.0312191 | val_loss: 0.0312135 | Time: 2231.28 ms
[2022-04-10 11:40:01 main:574] : INFO : Epoch 1860 | loss: 0.0312183 | val_loss: 0.0312139 | Time: 2247.89 ms
[2022-04-10 11:40:04 main:574] : INFO : Epoch 1861 | loss: 0.0312184 | val_loss: 0.0312138 | Time: 2246.83 ms
[2022-04-10 11:40:06 main:574] : INFO : Epoch 1862 | loss: 0.0312183 | val_loss: 0.031213 | Time: 2237.86 ms
[2022-04-10 11:40:08 main:574] : INFO : Epoch 1863 | loss: 0.0312181 | val_loss: 0.0312146 | Time: 2252.88 ms
[2022-04-10 11:40:10 main:574] : INFO : Epoch 1864 | loss: 0.0312178 | val_loss: 0.0312143 | Time: 2204.36 ms
[2022-04-10 11:40:13 main:574] : INFO : Epoch 1865 | loss: 0.0312187 | val_loss: 0.0312134 | Time: 2243.87 ms
[2022-04-10 11:40:15 main:574] : INFO : Epoch 1866 | loss: 0.0312172 | val_loss: 0.0312121 | Time: 2227.73 ms
[2022-04-10 11:40:17 main:574] : INFO : Epoch 1867 | loss: 0.0312177 | val_loss: 0.0312133 | Time: 2254.45 ms
[2022-04-10 11:40:19 main:574] : INFO : Epoch 1868 | loss: 0.0312168 | val_loss: 0.0312128 | Time: 2247.88 ms
[2022-04-10 11:40:22 main:574] : INFO : Epoch 1869 | loss: 0.0312202 | val_loss: 0.0312155 | Time: 2268.98 ms
[2022-04-10 11:40:24 main:574] : INFO : Epoch 1870 | loss: 0.0312205 | val_loss: 0.0312136 | Time: 2239.88 ms
[2022-04-10 11:40:26 main:574] : INFO : Epoch 1871 | loss: 0.0312185 | val_loss: 0.0312124 | Time: 2246.46 ms
[2022-04-10 11:40:29 main:574] : INFO : Epoch 1872 | loss: 0.0312167 | val_loss: 0.0312136 | Time: 2269.79 ms
[2022-04-10 11:40:31 main:574] : INFO : Epoch 1873 | loss: 0.0312161 | val_loss: 0.0312129 | Time: 2212.57 ms
[2022-04-10 11:40:33 main:574] : INFO : Epoch 1874 | loss: 0.0312163 | val_loss: 0.0312127 | Time: 2475.11 ms
[2022-04-10 11:40:36 main:574] : INFO : Epoch 1875 | loss: 0.0312169 | val_loss: 0.0312143 | Time: 2285 ms
[2022-04-10 11:40:38 main:574] : INFO : Epoch 1876 | loss: 0.0312178 | val_loss: 0.0312142 | Time: 2212.65 ms
[2022-04-10 11:40:40 main:574] : INFO : Epoch 1877 | loss: 0.0312191 | val_loss: 0.0312152 | Time: 2251.99 ms
[2022-04-10 11:40:42 main:574] : INFO : Epoch 1878 | loss: 0.0312177 | val_loss: 0.0312124 | Time: 2226.73 ms
[2022-04-10 11:40:45 main:574] : INFO : Epoch 1879 | loss: 0.0312166 | val_loss: 0.0312126 | Time: 2487.27 ms
[2022-04-10 11:40:47 main:574] : INFO : Epoch 1880 | loss: 0.0312166 | val_loss: 0.0312128 | Time: 2238.1 ms
[2022-04-10 11:40:49 main:574] : INFO : Epoch 1881 | loss: 0.0312164 | val_loss: 0.0312127 | Time: 2258.64 ms
[2022-04-10 11:40:52 main:574] : INFO : Epoch 1882 | loss: 0.0312163 | val_loss: 0.0312119 | Time: 2255.1 ms
[2022-04-10 11:40:54 main:574] : INFO : Epoch 1883 | loss: 0.031216 | val_loss: 0.0312133 | Time: 2254.15 ms
[2022-04-10 11:40:56 main:574] : INFO : Epoch 1884 | loss: 0.0312159 | val_loss: 0.0312124 | Time: 2231.97 ms
[2022-04-10 11:40:58 main:574] : INFO : Epoch 1885 | loss: 0.0312158 | val_loss: 0.0312123 | Time: 2212.4 ms
[2022-04-10 11:41:01 main:574] : INFO : Epoch 1886 | loss: 0.0312152 | val_loss: 0.0312117 | Time: 2255.02 ms
[2022-04-10 11:41:03 main:574] : INFO : Epoch 1887 | loss: 0.0312152 | val_loss: 0.0312117 | Time: 2233.42 ms
[2022-04-10 11:41:05 main:574] : INFO : Epoch 1888 | loss: 0.0312152 | val_loss: 0.0312113 | Time: 2261.34 ms
[2022-04-10 11:41:07 main:574] : INFO : Epoch 1889 | loss: 0.0312177 | val_loss: 0.0312137 | Time: 2299.39 ms
[2022-04-10 11:41:10 main:574] : INFO : Epoch 1890 | loss: 0.0312162 | val_loss: 0.0312136 | Time: 2212.67 ms
[2022-04-10 11:41:12 main:574] : INFO : Epoch 1891 | loss: 0.0312155 | val_loss: 0.03121 | Time: 2217.14 ms
[2022-04-10 11:41:14 main:574] : INFO : Epoch 1892 | loss: 0.0312151 | val_loss: 0.031211 | Time: 2331.36 ms
[2022-04-10 11:41:16 main:574] : INFO : Epoch 1893 | loss: 0.0312152 | val_loss: 0.0312108 | Time: 2268.55 ms
[2022-04-10 11:41:19 main:574] : INFO : Epoch 1894 | loss: 0.0312154 | val_loss: 0.0312104 | Time: 2214.86 ms
[2022-04-10 11:41:21 main:574] : INFO : Epoch 1895 | loss: 0.0312152 | val_loss: 0.0312097 | Time: 2229.59 ms
[2022-04-10 11:41:23 main:574] : INFO : Epoch 1896 | loss: 0.031214 | val_loss: 0.0312093 | Time: 2254.52 ms
[2022-04-10 11:41:25 main:574] : INFO : Epoch 1897 | loss: 0.0312143 | val_loss: 0.0312115 | Time: 2237.7 ms
[2022-04-10 11:41:28 main:574] : INFO : Epoch 1898 | loss: 0.0312147 | val_loss: 0.0312105 | Time: 2211.49 ms
[2022-04-10 11:41:30 main:574] : INFO : Epoch 1899 | loss: 0.031214 | val_loss: 0.031211 | Time: 2268.06 ms
[2022-04-10 11:41:32 main:574] : INFO : Epoch 1900 | loss: 0.0312141 | val_loss: 0.0312092 | Time: 2317.01 ms
[2022-04-10 11:41:34 main:574] : INFO : Epoch 1901 | loss: 0.0312141 | val_loss: 0.0312089 | Time: 2220.54 ms
[2022-04-10 11:41:37 main:574] : INFO : Epoch 1902 | loss: 0.0312143 | val_loss: 0.0312101 | Time: 2241.51 ms
[2022-04-10 11:41:39 main:574] : INFO : Epoch 1903 | loss: 0.0312138 | val_loss: 0.0312083 | Time: 2229.33 ms
[2022-04-10 11:41:41 main:574] : INFO : Epoch 1904 | loss: 0.0312135 | val_loss: 0.031211 | Time: 2258.19 ms
[2022-04-10 11:41:44 main:574] : INFO : Epoch 1905 | loss: 0.0312159 | val_loss: 0.0312136 | Time: 2242.7 ms
[2022-04-10 11:41:46 main:574] : INFO : Epoch 1906 | loss: 0.0312149 | val_loss: 0.0312117 | Time: 2324.35 ms
[2022-04-10 11:41:48 main:574] : INFO : Epoch 1907 | loss: 0.0312154 | val_loss: 0.0312098 | Time: 2231.43 ms
[2022-04-10 11:41:50 main:574] : INFO : Epoch 1908 | loss: 0.031213 | val_loss: 0.0312099 | Time: 2228.84 ms
[2022-04-10 11:41:53 main:574] : INFO : Epoch 1909 | loss: 0.031213 | val_loss: 0.0312089 | Time: 2246.48 ms
[2022-04-10 11:41:55 main:574] : INFO : Epoch 1910 | loss: 0.0312127 | val_loss: 0.0312089 | Time: 2271.45 ms
[2022-04-10 11:41:57 main:574] : INFO : Epoch 1911 | loss: 0.0312125 | val_loss: 0.0312082 | Time: 2234.51 ms
[2022-04-10 11:41:59 main:574] : INFO : Epoch 1912 | loss: 0.0312122 | val_loss: 0.0312083 | Time: 2270.1 ms
[2022-04-10 11:42:02 main:574] : INFO : Epoch 1913 | loss: 0.0312138 | val_loss: 0.0312114 | Time: 2234.51 ms
[2022-04-10 11:42:04 main:574] : INFO : Epoch 1914 | loss: 0.0312143 | val_loss: 0.0312094 | Time: 2239.2 ms
[2022-04-10 11:42:06 main:574] : INFO : Epoch 1915 | loss: 0.0312127 | val_loss: 0.0312096 | Time: 2290.18 ms
[2022-04-10 11:42:09 main:574] : INFO : Epoch 1916 | loss: 0.0312129 | val_loss: 0.0312078 | Time: 2266.1 ms
[2022-04-10 11:42:11 main:574] : INFO : Epoch 1917 | loss: 0.0312118 | val_loss: 0.0312082 | Time: 2266.84 ms
[2022-04-10 11:42:13 main:574] : INFO : Epoch 1918 | loss: 0.0312128 | val_loss: 0.0312092 | Time: 2232.8 ms
[2022-04-10 11:42:15 main:574] : INFO : Epoch 1919 | loss: 0.031212 | val_loss: 0.0312085 | Time: 2278.63 ms
[2022-04-10 11:42:18 main:574] : INFO : Epoch 1920 | loss: 0.0312142 | val_loss: 0.0312107 | Time: 2209.14 ms
[2022-04-10 11:42:20 main:574] : INFO : Epoch 1921 | loss: 0.0312137 | val_loss: 0.0312096 | Time: 2258.34 ms
[2022-04-10 11:42:22 main:574] : INFO : Epoch 1922 | loss: 0.0312134 | val_loss: 0.031211 | Time: 2250.22 ms
[2022-04-10 11:42:24 main:574] : INFO : Epoch 1923 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 2281.95 ms
[2022-04-10 11:42:27 main:574] : INFO : Epoch 1924 | loss: 0.0312131 | val_loss: 0.0312079 | Time: 2219.59 ms
[2022-04-10 11:42:29 main:574] : INFO : Epoch 1925 | loss: 0.0312125 | val_loss: 0.0312092 | Time: 2204.84 ms
[2022-04-10 11:42:31 main:574] : INFO : Epoch 1926 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 2261 ms
[2022-04-10 11:42:33 main:574] : INFO : Epoch 1927 | loss: 0.0312209 | val_loss: 0.031216 | Time: 2258.84 ms
[2022-04-10 11:42:36 main:574] : INFO : Epoch 1928 | loss: 0.031285 | val_loss: 0.0317057 | Time: 2240.17 ms
[2022-04-10 11:42:38 main:574] : INFO : Epoch 1929 | loss: 0.0355879 | val_loss: 0.0495534 | Time: 2254.83 ms
[2022-04-10 11:42:40 main:574] : INFO : Epoch 1930 | loss: 0.0453392 | val_loss: 0.0440204 | Time: 2249.78 ms
[2022-04-10 11:42:42 main:574] : INFO : Epoch 1931 | loss: 0.0385196 | val_loss: 0.0321097 | Time: 2278.45 ms
[2022-04-10 11:42:45 main:574] : INFO : Epoch 1932 | loss: 0.0317995 | val_loss: 0.0314989 | Time: 2254.71 ms
[2022-04-10 11:42:47 main:574] : INFO : Epoch 1933 | loss: 0.0313499 | val_loss: 0.0312648 | Time: 2231.54 ms
[2022-04-10 11:42:49 main:574] : INFO : Epoch 1934 | loss: 0.0312633 | val_loss: 0.0312498 | Time: 2230.11 ms
[2022-04-10 11:42:51 main:574] : INFO : Epoch 1935 | loss: 0.0312473 | val_loss: 0.0312424 | Time: 2225.07 ms
[2022-04-10 11:42:54 main:574] : INFO : Epoch 1936 | loss: 0.031243 | val_loss: 0.0312399 | Time: 2246.46 ms
[2022-04-10 11:42:56 main:574] : INFO : Epoch 1937 | loss: 0.0312406 | val_loss: 0.0312376 | Time: 2233.94 ms
[2022-04-10 11:42:58 main:574] : INFO : Epoch 1938 | loss: 0.0312389 | val_loss: 0.0312356 | Time: 2228.24 ms
[2022-04-10 11:43:00 main:574] : INFO : Epoch 1939 | loss: 0.0312376 | val_loss: 0.0312342 | Time: 2267.24 ms
[2022-04-10 11:43:03 main:574] : INFO : Epoch 1940 | loss: 0.031236 | val_loss: 0.0312328 | Time: 2296.33 ms
[2022-04-10 11:43:05 main:574] : INFO : Epoch 1941 | loss: 0.0312351 | val_loss: 0.0312313 | Time: 2254.07 ms
[2022-04-10 11:43:07 main:574] : INFO : Epoch 1942 | loss: 0.031234 | val_loss: 0.0312308 | Time: 2223.67 ms
[2022-04-10 11:43:10 main:574] : INFO : Epoch 1943 | loss: 0.0312335 | val_loss: 0.0312294 | Time: 2229.16 ms
[2022-04-10 11:43:12 main:574] : INFO : Epoch 1944 | loss: 0.0312328 | val_loss: 0.0312292 | Time: 2207.83 ms
[2022-04-10 11:43:14 main:574] : INFO : Epoch 1945 | loss: 0.0312326 | val_loss: 0.0312285 | Time: 2263.9 ms
[2022-04-10 11:43:16 main:574] : INFO : Epoch 1946 | loss: 0.0312319 | val_loss: 0.0312277 | Time: 2229.95 ms
[2022-04-10 11:43:19 main:574] : INFO : Epoch 1947 | loss: 0.0312315 | val_loss: 0.0312277 | Time: 2380.11 ms
[2022-04-10 11:43:21 main:574] : INFO : Epoch 1948 | loss: 0.0312314 | val_loss: 0.0312268 | Time: 2209.03 ms
[2022-04-10 11:43:23 main:574] : INFO : Epoch 1949 | loss: 0.0312312 | val_loss: 0.0312265 | Time: 2255.42 ms
[2022-04-10 11:43:25 main:574] : INFO : Epoch 1950 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 2241.67 ms
[2022-04-10 11:43:28 main:574] : INFO : Epoch 1951 | loss: 0.0312307 | val_loss: 0.0312261 | Time: 2338.35 ms
[2022-04-10 11:43:30 main:574] : INFO : Epoch 1952 | loss: 0.0312306 | val_loss: 0.0312258 | Time: 2285.41 ms
[2022-04-10 11:43:32 main:574] : INFO : Epoch 1953 | loss: 0.0312304 | val_loss: 0.031226 | Time: 2296.88 ms
[2022-04-10 11:43:35 main:574] : INFO : Epoch 1954 | loss: 0.0312304 | val_loss: 0.0312255 | Time: 2351.42 ms
[2022-04-10 11:43:37 main:574] : INFO : Epoch 1955 | loss: 0.0312301 | val_loss: 0.0312256 | Time: 2381.26 ms
[2022-04-10 11:43:39 main:574] : INFO : Epoch 1956 | loss: 0.0312302 | val_loss: 0.0312261 | Time: 2216.51 ms
[2022-04-10 11:43:42 main:574] : INFO : Epoch 1957 | loss: 0.0312305 | val_loss: 0.0312253 | Time: 2279.6 ms
[2022-04-10 11:43:44 main:574] : INFO : Epoch 1958 | loss: 0.0312302 | val_loss: 0.031225 | Time: 2234.55 ms
[2022-04-10 11:43:46 main:574] : INFO : Epoch 1959 | loss: 0.0312299 | val_loss: 0.031225 | Time: 2270.3 ms
[2022-04-10 11:43:48 main:574] : INFO : Epoch 1960 | loss: 0.0312297 | val_loss: 0.0312248 | Time: 2268.17 ms
[2022-04-10 11:43:51 main:574] : INFO : Epoch 1961 | loss: 0.0312297 | val_loss: 0.0312248 | Time: 2261.09 ms
[2022-04-10 11:43:53 main:574] : INFO : Epoch 1962 | loss: 0.0312298 | val_loss: 0.0312252 | Time: 2193.39 ms
[2022-04-10 11:43:55 main:574] : INFO : Epoch 1963 | loss: 0.0312297 | val_loss: 0.0312255 | Time: 2264.38 ms
[2022-04-10 11:43:57 main:574] : INFO : Epoch 1964 | loss: 0.0312297 | val_loss: 0.0312246 | Time: 2211.96 ms
[2022-04-10 11:44:00 main:574] : INFO : Epoch 1965 | loss: 0.0312293 | val_loss: 0.0312245 | Time: 2276.65 ms
[2022-04-10 11:44:02 main:574] : INFO : Epoch 1966 | loss: 0.0312293 | val_loss: 0.0312245 | Time: 2296.5 ms
[2022-04-10 11:44:04 main:574] : INFO : Epoch 1967 | loss: 0.0312289 | val_loss: 0.0312237 | Time: 2240.84 ms
[2022-04-10 11:44:07 main:574] : INFO : Epoch 1968 | loss: 0.0312291 | val_loss: 0.0312236 | Time: 2256.77 ms
[2022-04-10 11:44:09 main:574] : INFO : Epoch 1969 | loss: 0.0312291 | val_loss: 0.0312235 | Time: 2228.53 ms
[2022-04-10 11:44:11 main:574] : INFO : Epoch 1970 | loss: 0.0312287 | val_loss: 0.0312238 | Time: 2223.66 ms
[2022-04-10 11:44:13 main:574] : INFO : Epoch 1971 | loss: 0.0312289 | val_loss: 0.0312251 | Time: 2232.47 ms
[2022-04-10 11:44:16 main:574] : INFO : Epoch 1972 | loss: 0.0312293 | val_loss: 0.0312234 | Time: 2245.71 ms
[2022-04-10 11:44:18 main:574] : INFO : Epoch 1973 | loss: 0.0312286 | val_loss: 0.0312231 | Time: 2257.69 ms
[2022-04-10 11:44:20 main:574] : INFO : Epoch 1974 | loss: 0.0312281 | val_loss: 0.0312225 | Time: 2247.79 ms
[2022-04-10 11:44:22 main:574] : INFO : Epoch 1975 | loss: 0.0312277 | val_loss: 0.0312218 | Time: 2250.94 ms
[2022-04-10 11:44:25 main:574] : INFO : Epoch 1976 | loss: 0.0312271 | val_loss: 0.031222 | Time: 2270.07 ms
[2022-04-10 11:44:27 main:574] : INFO : Epoch 1977 | loss: 0.0312273 | val_loss: 0.0312225 | Time: 2193.02 ms
[2022-04-10 11:44:29 main:574] : INFO : Epoch 1978 | loss: 0.0312274 | val_loss: 0.031222 | Time: 2226.85 ms
[2022-04-10 11:44:31 main:574] : INFO : Epoch 1979 | loss: 0.0312276 | val_loss: 0.031223 | Time: 2287.25 ms
[2022-04-10 11:44:34 main:574] : INFO : Epoch 1980 | loss: 0.0312276 | val_loss: 0.0312231 | Time: 2282.82 ms
[2022-04-10 11:44:36 main:574] : INFO : Epoch 1981 | loss: 0.0312265 | val_loss: 0.0312212 | Time: 2263.69 ms
[2022-04-10 11:44:38 main:574] : INFO : Epoch 1982 | loss: 0.0312249 | val_loss: 0.0312203 | Time: 2245.98 ms
[2022-04-10 11:44:40 main:574] : INFO : Epoch 1983 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2237.39 ms
[2022-04-10 11:44:43 main:574] : INFO : Epoch 1984 | loss: 0.0312238 | val_loss: 0.031219 | Time: 2219.6 ms
[2022-04-10 11:44:45 main:574] : INFO : Epoch 1985 | loss: 0.031223 | val_loss: 0.0312187 | Time: 2398.3 ms
[2022-04-10 11:44:47 main:574] : INFO : Epoch 1986 | loss: 0.0312231 | val_loss: 0.0312186 | Time: 2284.16 ms
[2022-04-10 11:44:50 main:574] : INFO : Epoch 1987 | loss: 0.0312233 | val_loss: 0.0312207 | Time: 2217.3 ms
[2022-04-10 11:44:52 main:574] : INFO : Epoch 1988 | loss: 0.031224 | val_loss: 0.0312206 | Time: 2230.41 ms
[2022-04-10 11:44:54 main:574] : INFO : Epoch 1989 | loss: 0.0312235 | val_loss: 0.0312202 | Time: 2248.27 ms
[2022-04-10 11:44:56 main:574] : INFO : Epoch 1990 | loss: 0.031223 | val_loss: 0.0312197 | Time: 2245.96 ms
[2022-04-10 11:44:59 main:574] : INFO : Epoch 1991 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 2238.86 ms
[2022-04-10 11:45:01 main:574] : INFO : Epoch 1992 | loss: 0.0312227 | val_loss: 0.0312193 | Time: 2222.03 ms
[2022-04-10 11:45:03 main:574] : INFO : Epoch 1993 | loss: 0.0312217 | val_loss: 0.0312185 | Time: 2292.05 ms
[2022-04-10 11:45:05 main:574] : INFO : Epoch 1994 | loss: 0.0312216 | val_loss: 0.031218 | Time: 2284.7 ms
[2022-04-10 11:45:08 main:574] : INFO : Epoch 1995 | loss: 0.031221 | val_loss: 0.0312177 | Time: 2213.41 ms
[2022-04-10 11:45:10 main:574] : INFO : Epoch 1996 | loss: 0.0312209 | val_loss: 0.0312187 | Time: 2204.5 ms
[2022-04-10 11:45:12 main:574] : INFO : Epoch 1997 | loss: 0.0312211 | val_loss: 0.031218 | Time: 2216.3 ms
[2022-04-10 11:45:14 main:574] : INFO : Epoch 1998 | loss: 0.0312211 | val_loss: 0.0312173 | Time: 2283.06 ms
[2022-04-10 11:45:17 main:574] : INFO : Epoch 1999 | loss: 0.0312209 | val_loss: 0.0312171 | Time: 2243.47 ms
[2022-04-10 11:45:19 main:574] : INFO : Epoch 2000 | loss: 0.0312216 | val_loss: 0.0312167 | Time: 2301.35 ms
[2022-04-10 11:45:21 main:574] : INFO : Epoch 2001 | loss: 0.0312194 | val_loss: 0.0312164 | Time: 2297.91 ms
[2022-04-10 11:45:24 main:574] : INFO : Epoch 2002 | loss: 0.0312192 | val_loss: 0.0312153 | Time: 2216.19 ms
[2022-04-10 11:45:26 main:574] : INFO : Epoch 2003 | loss: 0.0312188 | val_loss: 0.0312163 | Time: 2234.07 ms
[2022-04-10 11:45:28 main:574] : INFO : Epoch 2004 | loss: 0.0312189 | val_loss: 0.031216 | Time: 2303.22 ms
[2022-04-10 11:45:30 main:574] : INFO : Epoch 2005 | loss: 0.0312189 | val_loss: 0.031215 | Time: 2223.21 ms
[2022-04-10 11:45:33 main:574] : INFO : Epoch 2006 | loss: 0.0312187 | val_loss: 0.0312165 | Time: 2312.71 ms
[2022-04-10 11:45:35 main:574] : INFO : Epoch 2007 | loss: 0.0312229 | val_loss: 0.0312186 | Time: 2237.69 ms
[2022-04-10 11:45:37 main:574] : INFO : Epoch 2008 | loss: 0.0312226 | val_loss: 0.0312184 | Time: 2236.01 ms
[2022-04-10 11:45:39 main:574] : INFO : Epoch 2009 | loss: 0.0312204 | val_loss: 0.0312154 | Time: 2246.5 ms
[2022-04-10 11:45:42 main:574] : INFO : Epoch 2010 | loss: 0.0312189 | val_loss: 0.0312156 | Time: 2228.31 ms
[2022-04-10 11:45:44 main:574] : INFO : Epoch 2011 | loss: 0.0312182 | val_loss: 0.0312141 | Time: 2247.96 ms
[2022-04-10 11:45:46 main:574] : INFO : Epoch 2012 | loss: 0.0312154 | val_loss: 0.0312121 | Time: 2265.03 ms
[2022-04-10 11:45:48 main:574] : INFO : Epoch 2013 | loss: 0.0312141 | val_loss: 0.031211 | Time: 2231.85 ms
[2022-04-10 11:45:51 main:574] : INFO : Epoch 2014 | loss: 0.0312137 | val_loss: 0.0312108 | Time: 2250.04 ms
[2022-04-10 11:45:53 main:574] : INFO : Epoch 2015 | loss: 0.0312139 | val_loss: 0.0312095 | Time: 2237.58 ms
[2022-04-10 11:45:55 main:574] : INFO : Epoch 2016 | loss: 0.0312152 | val_loss: 0.0312142 | Time: 2235.13 ms
[2022-04-10 11:45:57 main:574] : INFO : Epoch 2017 | loss: 0.0312176 | val_loss: 0.031214 | Time: 2219.44 ms
[2022-04-10 11:46:00 main:574] : INFO : Epoch 2018 | loss: 0.0312166 | val_loss: 0.0312135 | Time: 2271.34 ms
[2022-04-10 11:46:02 main:574] : INFO : Epoch 2019 | loss: 0.0312147 | val_loss: 0.0312119 | Time: 2259.9 ms
[2022-04-10 11:46:04 main:574] : INFO : Epoch 2020 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 2269.31 ms
[2022-04-10 11:46:07 main:574] : INFO : Epoch 2021 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 2201.98 ms
[2022-04-10 11:46:09 main:574] : INFO : Epoch 2022 | loss: 0.0312179 | val_loss: 0.0312162 | Time: 2281.33 ms
[2022-04-10 11:46:11 main:574] : INFO : Epoch 2023 | loss: 0.0312193 | val_loss: 0.031215 | Time: 2275.68 ms
[2022-04-10 11:46:13 main:574] : INFO : Epoch 2024 | loss: 0.0312209 | val_loss: 0.03122 | Time: 2211.8 ms
[2022-04-10 11:46:16 main:574] : INFO : Epoch 2025 | loss: 0.031226 | val_loss: 0.031224 | Time: 2221.28 ms
[2022-04-10 11:46:18 main:574] : INFO : Epoch 2026 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 2334.4 ms
[2022-04-10 11:46:20 main:574] : INFO : Epoch 2027 | loss: 0.0312214 | val_loss: 0.0312191 | Time: 2390.6 ms
[2022-04-10 11:46:23 main:574] : INFO : Epoch 2028 | loss: 0.0312199 | val_loss: 0.0312184 | Time: 2264.21 ms
[2022-04-10 11:46:25 main:574] : INFO : Epoch 2029 | loss: 0.031219 | val_loss: 0.0312175 | Time: 2234.56 ms
[2022-04-10 11:46:27 main:574] : INFO : Epoch 2030 | loss: 0.031218 | val_loss: 0.0312168 | Time: 2241.24 ms
[2022-04-10 11:46:29 main:574] : INFO : Epoch 2031 | loss: 0.031217 | val_loss: 0.0312164 | Time: 2273.77 ms
[2022-04-10 11:46:32 main:574] : INFO : Epoch 2032 | loss: 0.0312167 | val_loss: 0.0312145 | Time: 2246.7 ms
[2022-04-10 11:46:34 main:574] : INFO : Epoch 2033 | loss: 0.031216 | val_loss: 0.0312144 | Time: 2290.08 ms
[2022-04-10 11:46:36 main:574] : INFO : Epoch 2034 | loss: 0.0312158 | val_loss: 0.0312139 | Time: 2299.41 ms
[2022-04-10 11:46:38 main:574] : INFO : Epoch 2035 | loss: 0.0312158 | val_loss: 0.0312139 | Time: 2213.89 ms
[2022-04-10 11:46:41 main:574] : INFO : Epoch 2036 | loss: 0.0312159 | val_loss: 0.0312124 | Time: 2219.22 ms
[2022-04-10 11:46:43 main:574] : INFO : Epoch 2037 | loss: 0.0312154 | val_loss: 0.0312128 | Time: 2247.07 ms
[2022-04-10 11:46:45 main:574] : INFO : Epoch 2038 | loss: 0.0312149 | val_loss: 0.0312114 | Time: 2196.23 ms
[2022-04-10 11:46:47 main:574] : INFO : Epoch 2039 | loss: 0.0312143 | val_loss: 0.0312121 | Time: 2250.56 ms
[2022-04-10 11:46:50 main:574] : INFO : Epoch 2040 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 2239.58 ms
[2022-04-10 11:46:52 main:574] : INFO : Epoch 2041 | loss: 0.0312128 | val_loss: 0.0312113 | Time: 2218.55 ms
[2022-04-10 11:46:54 main:574] : INFO : Epoch 2042 | loss: 0.0312123 | val_loss: 0.0312108 | Time: 2270.97 ms
[2022-04-10 11:46:57 main:574] : INFO : Epoch 2043 | loss: 0.0312119 | val_loss: 0.0312123 | Time: 2307.67 ms
[2022-04-10 11:46:59 main:574] : INFO : Epoch 2044 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 2271.75 ms
[2022-04-10 11:47:01 main:574] : INFO : Epoch 2045 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 2217.47 ms
[2022-04-10 11:47:03 main:574] : INFO : Epoch 2046 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 2263.89 ms
[2022-04-10 11:47:06 main:574] : INFO : Epoch 2047 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 2294.98 ms
[2022-04-10 11:47:08 main:574] : INFO : Epoch 2048 | loss: 0.0312122 | val_loss: 0.0312113 | Time: 2222.4 ms
[2022-04-10 11:47:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312113
[2022-04-10 11:47:08 main:603] : INFO : Saving end state to config to file
[2022-04-10 11:47:08 main:608] : INFO : Success, exiting..
11:47:08 (7856): 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)