Task 9193627
| Name | ParityModified-1636226293-2206-1_1 |
| Workunit | 6342986 |
| Created | 26 Nov 2021, 5:58:29 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 3 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 16:32:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 13 sec |
| CPU time | 1 hours 15 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 2218.72 ms
[2021-11-28 17:13:07 main:574] : INFO : Epoch 1543 | loss: 0.0311487 | val_loss: 0.0311794 | Time: 2215.96 ms
[2021-11-28 17:13:09 main:574] : INFO : Epoch 1544 | loss: 0.0311515 | val_loss: 0.0311738 | Time: 2236.26 ms
[2021-11-28 17:13:11 main:574] : INFO : Epoch 1545 | loss: 0.0311495 | val_loss: 0.0311729 | Time: 2258.72 ms
[2021-11-28 17:13:14 main:574] : INFO : Epoch 1546 | loss: 0.0311445 | val_loss: 0.0311778 | Time: 2252.47 ms
[2021-11-28 17:13:16 main:574] : INFO : Epoch 1547 | loss: 0.0311466 | val_loss: 0.0311734 | Time: 2196.32 ms
[2021-11-28 17:13:18 main:574] : INFO : Epoch 1548 | loss: 0.031145 | val_loss: 0.0311698 | Time: 2220.58 ms
[2021-11-28 17:13:20 main:574] : INFO : Epoch 1549 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 2244.92 ms
[2021-11-28 17:13:22 main:574] : INFO : Epoch 1550 | loss: 0.0311477 | val_loss: 0.0311729 | Time: 2200.64 ms
[2021-11-28 17:13:25 main:574] : INFO : Epoch 1551 | loss: 0.0311434 | val_loss: 0.0311807 | Time: 2240.3 ms
[2021-11-28 17:13:27 main:574] : INFO : Epoch 1552 | loss: 0.0311487 | val_loss: 0.0311737 | Time: 2220.19 ms
[2021-11-28 17:13:29 main:574] : INFO : Epoch 1553 | loss: 0.0311544 | val_loss: 0.0311779 | Time: 2243.29 ms
[2021-11-28 17:13:31 main:574] : INFO : Epoch 1554 | loss: 0.031154 | val_loss: 0.0311767 | Time: 2227.43 ms
[2021-11-28 17:13:34 main:574] : INFO : Epoch 1555 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2219.79 ms
[2021-11-28 17:13:36 main:574] : INFO : Epoch 1556 | loss: 0.0311442 | val_loss: 0.0311704 | Time: 2229.81 ms
[2021-11-28 17:13:38 main:574] : INFO : Epoch 1557 | loss: 0.0311442 | val_loss: 0.0311753 | Time: 2228.27 ms
[2021-11-28 17:13:40 main:574] : INFO : Epoch 1558 | loss: 0.0311463 | val_loss: 0.031173 | Time: 2248.65 ms
[2021-11-28 17:13:43 main:574] : INFO : Epoch 1559 | loss: 0.0311524 | val_loss: 0.0311731 | Time: 2227.47 ms
[2021-11-28 17:13:45 main:574] : INFO : Epoch 1560 | loss: 0.0311451 | val_loss: 0.0311739 | Time: 2266.91 ms
[2021-11-28 17:13:47 main:574] : INFO : Epoch 1561 | loss: 0.0311475 | val_loss: 0.0311756 | Time: 2230.2 ms
[2021-11-28 17:13:49 main:574] : INFO : Epoch 1562 | loss: 0.0311479 | val_loss: 0.0311719 | Time: 2218.96 ms
[2021-11-28 17:13:52 main:574] : INFO : Epoch 1563 | loss: 0.0311517 | val_loss: 0.0311795 | Time: 2218.49 ms
[2021-11-28 17:13:54 main:574] : INFO : Epoch 1564 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 2223.77 ms
[2021-11-28 17:13:56 main:574] : INFO : Epoch 1565 | loss: 0.0311508 | val_loss: 0.0311784 | Time: 2214.63 ms
[2021-11-28 17:13:58 main:574] : INFO : Epoch 1566 | loss: 0.0311494 | val_loss: 0.031173 | Time: 2230.48 ms
[2021-11-28 17:14:00 main:574] : INFO : Epoch 1567 | loss: 0.0311447 | val_loss: 0.0311751 | Time: 2199.23 ms
[2021-11-28 17:14:03 main:574] : INFO : Epoch 1568 | loss: 0.0311449 | val_loss: 0.0311763 | Time: 2223.64 ms
[2021-11-28 17:14:05 main:574] : INFO : Epoch 1569 | loss: 0.0311462 | val_loss: 0.0311809 | Time: 2241.56 ms
[2021-11-28 17:14:07 main:574] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311738 | Time: 2233.36 ms
[2021-11-28 17:14:09 main:574] : INFO : Epoch 1571 | loss: 0.0311544 | val_loss: 0.0311794 | Time: 2218.4 ms
[2021-11-28 17:14:12 main:574] : INFO : Epoch 1572 | loss: 0.0311542 | val_loss: 0.0311748 | Time: 2222.7 ms
[2021-11-28 17:14:14 main:574] : INFO : Epoch 1573 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 2235.84 ms
[2021-11-28 17:14:16 main:574] : INFO : Epoch 1574 | loss: 0.0311511 | val_loss: 0.0311789 | Time: 2238.43 ms
[2021-11-28 17:14:18 main:574] : INFO : Epoch 1575 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 2239.1 ms
[2021-11-28 17:14:21 main:574] : INFO : Epoch 1576 | loss: 0.0311451 | val_loss: 0.0311689 | Time: 2248.06 ms
[2021-11-28 17:14:23 main:574] : INFO : Epoch 1577 | loss: 0.0311457 | val_loss: 0.031178 | Time: 2219.74 ms
[2021-11-28 17:14:25 main:574] : INFO : Epoch 1578 | loss: 0.0311432 | val_loss: 0.0311746 | Time: 2199.88 ms
[2021-11-28 17:14:27 main:574] : INFO : Epoch 1579 | loss: 0.0311434 | val_loss: 0.0311778 | Time: 2226.15 ms
[2021-11-28 17:14:29 main:574] : INFO : Epoch 1580 | loss: 0.0311463 | val_loss: 0.0311759 | Time: 2256.77 ms
[2021-11-28 17:14:32 main:574] : INFO : Epoch 1581 | loss: 0.0311472 | val_loss: 0.0311768 | Time: 2223.48 ms
[2021-11-28 17:14:34 main:574] : INFO : Epoch 1582 | loss: 0.0311484 | val_loss: 0.0311749 | Time: 2240.79 ms
[2021-11-28 17:14:36 main:574] : INFO : Epoch 1583 | loss: 0.0311446 | val_loss: 0.0311744 | Time: 2243.01 ms
[2021-11-28 17:14:38 main:574] : INFO : Epoch 1584 | loss: 0.0311467 | val_loss: 0.0311738 | Time: 2208.36 ms
[2021-11-28 17:14:41 main:574] : INFO : Epoch 1585 | loss: 0.0311477 | val_loss: 0.0311782 | Time: 2210.6 ms
[2021-11-28 17:14:43 main:574] : INFO : Epoch 1586 | loss: 0.0311481 | val_loss: 0.0311766 | Time: 2237.11 ms
[2021-11-28 17:14:45 main:574] : INFO : Epoch 1587 | loss: 0.0311508 | val_loss: 0.0311776 | Time: 2240.82 ms
[2021-11-28 17:14:47 main:574] : INFO : Epoch 1588 | loss: 0.0311439 | val_loss: 0.0311735 | Time: 2220.5 ms
[2021-11-28 17:14:50 main:574] : INFO : Epoch 1589 | loss: 0.0311408 | val_loss: 0.031175 | Time: 2215.09 ms
[2021-11-28 17:14:52 main:574] : INFO : Epoch 1590 | loss: 0.0311457 | val_loss: 0.0311788 | Time: 2280.7 ms
[2021-11-28 17:14:54 main:574] : INFO : Epoch 1591 | loss: 0.031148 | val_loss: 0.0311712 | Time: 2232.95 ms
[2021-11-28 17:14:56 main:574] : INFO : Epoch 1592 | loss: 0.0311472 | val_loss: 0.031173 | Time: 2199.99 ms
[2021-11-28 17:14:58 main:574] : INFO : Epoch 1593 | loss: 0.0311462 | val_loss: 0.0311722 | Time: 2217.58 ms
[2021-11-28 17:15:01 main:574] : INFO : Epoch 1594 | loss: 0.031145 | val_loss: 0.031172 | Time: 2249.58 ms
[2021-11-28 17:15:03 main:574] : INFO : Epoch 1595 | loss: 0.0311442 | val_loss: 0.0311745 | Time: 2221.25 ms
[2021-11-28 17:15:05 main:574] : INFO : Epoch 1596 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 2216.86 ms
[2021-11-28 17:15:07 main:574] : INFO : Epoch 1597 | loss: 0.0311469 | val_loss: 0.0311721 | Time: 2260.86 ms
[2021-11-28 17:15:10 main:574] : INFO : Epoch 1598 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 2227.82 ms
[2021-11-28 17:15:12 main:574] : INFO : Epoch 1599 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 2216.89 ms
[2021-11-28 17:15:14 main:574] : INFO : Epoch 1600 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 2219.85 ms
[2021-11-28 17:15:16 main:574] : INFO : Epoch 1601 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 2247.47 ms
[2021-11-28 17:15:19 main:574] : INFO : Epoch 1602 | loss: 0.0311503 | val_loss: 0.0311652 | Time: 2200.38 ms
[2021-11-28 17:15:21 main:574] : INFO : Epoch 1603 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 2209.31 ms
[2021-11-28 17:15:23 main:574] : INFO : Epoch 1604 | loss: 0.0311464 | val_loss: 0.031167 | Time: 2222.86 ms
[2021-11-28 17:15:25 main:574] : INFO : Epoch 1605 | loss: 0.0311454 | val_loss: 0.0311762 | Time: 2256.47 ms
[2021-11-28 17:15:27 main:574] : INFO : Epoch 1606 | loss: 0.0311476 | val_loss: 0.0311757 | Time: 2226.89 ms
[2021-11-28 17:15:30 main:574] : INFO : Epoch 1607 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 2245.81 ms
[2021-11-28 17:15:32 main:574] : INFO : Epoch 1608 | loss: 0.0311473 | val_loss: 0.031166 | Time: 2236.9 ms
[2021-11-28 17:15:34 main:574] : INFO : Epoch 1609 | loss: 0.0311442 | val_loss: 0.0311722 | Time: 2243.13 ms
[2021-11-28 17:15:36 main:574] : INFO : Epoch 1610 | loss: 0.031144 | val_loss: 0.0311715 | Time: 2180.55 ms
[2021-11-28 17:15:39 main:574] : INFO : Epoch 1611 | loss: 0.0311442 | val_loss: 0.0311779 | Time: 2233.01 ms
[2021-11-28 17:15:41 main:574] : INFO : Epoch 1612 | loss: 0.0311449 | val_loss: 0.0311674 | Time: 2232.89 ms
[2021-11-28 17:15:43 main:574] : INFO : Epoch 1613 | loss: 0.0311433 | val_loss: 0.0311732 | Time: 2208.91 ms
[2021-11-28 17:15:45 main:574] : INFO : Epoch 1614 | loss: 0.0311433 | val_loss: 0.0311701 | Time: 2227.24 ms
[2021-11-28 17:15:48 main:574] : INFO : Epoch 1615 | loss: 0.0311415 | val_loss: 0.0311709 | Time: 2246.01 ms
[2021-11-28 17:15:50 main:574] : INFO : Epoch 1616 | loss: 0.031142 | val_loss: 0.0311755 | Time: 2236.01 ms
[2021-11-28 17:15:52 main:574] : INFO : Epoch 1617 | loss: 0.0311475 | val_loss: 0.0311751 | Time: 2218.86 ms
[2021-11-28 17:15:54 main:574] : INFO : Epoch 1618 | loss: 0.031143 | val_loss: 0.0311785 | Time: 2206.24 ms
[2021-11-28 17:15:56 main:574] : INFO : Epoch 1619 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 2191.78 ms
[2021-11-28 17:15:59 main:574] : INFO : Epoch 1620 | loss: 0.0311408 | val_loss: 0.0311714 | Time: 2258.24 ms
[2021-11-28 17:16:01 main:574] : INFO : Epoch 1621 | loss: 0.0311407 | val_loss: 0.0311712 | Time: 2222.14 ms
[2021-11-28 17:16:03 main:574] : INFO : Epoch 1622 | loss: 0.0311391 | val_loss: 0.0311679 | Time: 2231.28 ms
[2021-11-28 17:16:05 main:574] : INFO : Epoch 1623 | loss: 0.0311434 | val_loss: 0.0311817 | Time: 2215.61 ms
[2021-11-28 17:16:08 main:574] : INFO : Epoch 1624 | loss: 0.03114 | val_loss: 0.0311726 | Time: 2241.36 ms
[2021-11-28 17:16:10 main:574] : INFO : Epoch 1625 | loss: 0.0311414 | val_loss: 0.0311716 | Time: 2343.22 ms
[2021-11-28 17:16:12 main:574] : INFO : Epoch 1626 | loss: 0.0311436 | val_loss: 0.0311719 | Time: 2250.14 ms
[2021-11-28 17:16:14 main:574] : INFO : Epoch 1627 | loss: 0.0311405 | val_loss: 0.03117 | Time: 2194.14 ms
[2021-11-28 17:16:17 main:574] : INFO : Epoch 1628 | loss: 0.0311389 | val_loss: 0.0311701 | Time: 2196.6 ms
[2021-11-28 17:16:19 main:574] : INFO : Epoch 1629 | loss: 0.0311418 | val_loss: 0.0311775 | Time: 2208.41 ms
[2021-11-28 17:16:21 main:574] : INFO : Epoch 1630 | loss: 0.0311407 | val_loss: 0.0311695 | Time: 2235.67 ms
[2021-11-28 17:16:23 main:574] : INFO : Epoch 1631 | loss: 0.0311409 | val_loss: 0.0311701 | Time: 2260.67 ms
[2021-11-28 17:16:26 main:574] : INFO : Epoch 1632 | loss: 0.031141 | val_loss: 0.0311774 | Time: 2245.12 ms
[2021-11-28 17:16:28 main:574] : INFO : Epoch 1633 | loss: 0.0311406 | val_loss: 0.0311729 | Time: 2216.11 ms
[2021-11-28 17:16:30 main:574] : INFO : Epoch 1634 | loss: 0.0311405 | val_loss: 0.031171 | Time: 2197.5 ms
[2021-11-28 17:16:32 main:574] : INFO : Epoch 1635 | loss: 0.0311396 | val_loss: 0.0311699 | Time: 2251.7 ms
[2021-11-28 17:16:34 main:574] : INFO : Epoch 1636 | loss: 0.0311394 | val_loss: 0.0311726 | Time: 2207.83 ms
[2021-11-28 17:16:37 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311716 | Time: 2252.04 ms
[2021-11-28 17:16:39 main:574] : INFO : Epoch 1638 | loss: 0.0311387 | val_loss: 0.0311765 | Time: 2238.84 ms
[2021-11-28 17:16:41 main:574] : INFO : Epoch 1639 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 2242.48 ms
[2021-11-28 17:16:43 main:574] : INFO : Epoch 1640 | loss: 0.0311412 | val_loss: 0.0311769 | Time: 2229.64 ms
[2021-11-28 17:16:46 main:574] : INFO : Epoch 1641 | loss: 0.0311416 | val_loss: 0.0311766 | Time: 2183.93 ms
[2021-11-28 17:16:48 main:574] : INFO : Epoch 1642 | loss: 0.0311441 | val_loss: 0.0311784 | Time: 2203.83 ms
[2021-11-28 17:16:50 main:574] : INFO : Epoch 1643 | loss: 0.0311408 | val_loss: 0.0311732 | Time: 2258.1 ms
[2021-11-28 17:16:52 main:574] : INFO : Epoch 1644 | loss: 0.0311391 | val_loss: 0.0311696 | Time: 2212.69 ms
[2021-11-28 17:16:55 main:574] : INFO : Epoch 1645 | loss: 0.0311441 | val_loss: 0.0311774 | Time: 2211.61 ms
[2021-11-28 17:16:57 main:574] : INFO : Epoch 1646 | loss: 0.0311394 | val_loss: 0.031176 | Time: 2214.21 ms
[2021-11-28 17:16:59 main:574] : INFO : Epoch 1647 | loss: 0.0311377 | val_loss: 0.0311709 | Time: 2225.89 ms
[2021-11-28 17:17:01 main:574] : INFO : Epoch 1648 | loss: 0.0311382 | val_loss: 0.0311691 | Time: 2243.84 ms
[2021-11-28 17:17:03 main:574] : INFO : Epoch 1649 | loss: 0.0311395 | val_loss: 0.0311714 | Time: 2213.51 ms
[2021-11-28 17:17:06 main:574] : INFO : Epoch 1650 | loss: 0.0311389 | val_loss: 0.03118 | Time: 2184.44 ms
[2021-11-28 17:17:08 main:574] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.0311918 | Time: 2233.98 ms
[2021-11-28 17:17:10 main:574] : INFO : Epoch 1652 | loss: 0.0311425 | val_loss: 0.0311811 | Time: 2198.57 ms
[2021-11-28 17:17:12 main:574] : INFO : Epoch 1653 | loss: 0.0311369 | val_loss: 0.0311775 | Time: 2237.03 ms
[2021-11-28 17:17:15 main:574] : INFO : Epoch 1654 | loss: 0.0311366 | val_loss: 0.0311731 | Time: 2197.62 ms
[2021-11-28 17:17:17 main:574] : INFO : Epoch 1655 | loss: 0.0311419 | val_loss: 0.0311779 | Time: 2227.5 ms
[2021-11-28 17:17:19 main:574] : INFO : Epoch 1656 | loss: 0.0311372 | val_loss: 0.0311715 | Time: 2193.03 ms
[2021-11-28 17:17:21 main:574] : INFO : Epoch 1657 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 2222.61 ms
[2021-11-28 17:17:23 main:574] : INFO : Epoch 1658 | loss: 0.0311382 | val_loss: 0.0311746 | Time: 2215.6 ms
[2021-11-28 17:17:26 main:574] : INFO : Epoch 1659 | loss: 0.0311488 | val_loss: 0.0311856 | Time: 2219.5 ms
[2021-11-28 17:17:28 main:574] : INFO : Epoch 1660 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 2228.2 ms
[2021-11-28 17:17:30 main:574] : INFO : Epoch 1661 | loss: 0.0311517 | val_loss: 0.0311756 | Time: 2205.7 ms
[2021-11-28 17:17:32 main:574] : INFO : Epoch 1662 | loss: 0.0311431 | val_loss: 0.0311814 | Time: 2238.06 ms
[2021-11-28 17:17:35 main:574] : INFO : Epoch 1663 | loss: 0.0311417 | val_loss: 0.0311766 | Time: 2205.42 ms
[2021-11-28 17:17:37 main:574] : INFO : Epoch 1664 | loss: 0.0311391 | val_loss: 0.0311749 | Time: 2226.18 ms
[2021-11-28 17:17:39 main:574] : INFO : Epoch 1665 | loss: 0.0311371 | val_loss: 0.031178 | Time: 2247.65 ms
[2021-11-28 17:17:41 main:574] : INFO : Epoch 1666 | loss: 0.0311398 | val_loss: 0.0311758 | Time: 2242.78 ms
[2021-11-28 17:17:43 main:574] : INFO : Epoch 1667 | loss: 0.0311373 | val_loss: 0.0311723 | Time: 2240.82 ms
[2021-11-28 17:17:46 main:574] : INFO : Epoch 1668 | loss: 0.03114 | val_loss: 0.0311852 | Time: 2216.18 ms
[2021-11-28 17:17:48 main:574] : INFO : Epoch 1669 | loss: 0.0311381 | val_loss: 0.0311798 | Time: 2222.85 ms
[2021-11-28 17:17:50 main:574] : INFO : Epoch 1670 | loss: 0.0311391 | val_loss: 0.0311715 | Time: 2196.75 ms
[2021-11-28 17:17:52 main:574] : INFO : Epoch 1671 | loss: 0.0311368 | val_loss: 0.0311808 | Time: 2220.71 ms
[2021-11-28 17:17:55 main:574] : INFO : Epoch 1672 | loss: 0.0311375 | val_loss: 0.031179 | Time: 2220.6 ms
[2021-11-28 17:17:57 main:574] : INFO : Epoch 1673 | loss: 0.0311423 | val_loss: 0.0311839 | Time: 2215.61 ms
[2021-11-28 17:17:59 main:574] : INFO : Epoch 1674 | loss: 0.0311403 | val_loss: 0.0311737 | Time: 2229.32 ms
[2021-11-28 17:18:01 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311719 | Time: 2243.85 ms
[2021-11-28 17:18:03 main:574] : INFO : Epoch 1676 | loss: 0.0311412 | val_loss: 0.031173 | Time: 2192.06 ms
[2021-11-28 17:18:06 main:574] : INFO : Epoch 1677 | loss: 0.0311374 | val_loss: 0.0311905 | Time: 2200.42 ms
[2021-11-28 17:18:08 main:574] : INFO : Epoch 1678 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2209.41 ms
[2021-11-28 17:18:10 main:574] : INFO : Epoch 1679 | loss: 0.0311653 | val_loss: 0.031182 | Time: 2247.67 ms
[2021-11-28 17:18:12 main:574] : INFO : Epoch 1680 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 2231.18 ms
[2021-11-28 17:18:15 main:574] : INFO : Epoch 1681 | loss: 0.0311567 | val_loss: 0.03117 | Time: 2331.08 ms
[2021-11-28 17:18:17 main:574] : INFO : Epoch 1682 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 2270.28 ms
[2021-11-28 17:18:19 main:574] : INFO : Epoch 1683 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 2245.99 ms
[2021-11-28 17:18:22 main:574] : INFO : Epoch 1684 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 2235.06 ms
[2021-11-28 17:18:24 main:574] : INFO : Epoch 1685 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2226.95 ms
[2021-11-28 17:18:26 main:574] : INFO : Epoch 1686 | loss: 0.0311494 | val_loss: 0.0311676 | Time: 2214.97 ms
[2021-11-28 17:18:28 main:574] : INFO : Epoch 1687 | loss: 0.0311487 | val_loss: 0.0311781 | Time: 2241.32 ms
[2021-11-28 17:18:30 main:574] : INFO : Epoch 1688 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 2223.86 ms
[2021-11-28 17:18:33 main:574] : INFO : Epoch 1689 | loss: 0.0311477 | val_loss: 0.0311687 | Time: 2232.62 ms
[2021-11-28 17:18:35 main:574] : INFO : Epoch 1690 | loss: 0.0311461 | val_loss: 0.0311728 | Time: 2206.4 ms
[2021-11-28 17:18:37 main:574] : INFO : Epoch 1691 | loss: 0.0311459 | val_loss: 0.031169 | Time: 2248.21 ms
[2021-11-28 17:18:39 main:574] : INFO : Epoch 1692 | loss: 0.0311466 | val_loss: 0.0311675 | Time: 2222.02 ms
[2021-11-28 17:18:42 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 2208.53 ms
[2021-11-28 17:18:44 main:574] : INFO : Epoch 1694 | loss: 0.0311487 | val_loss: 0.031171 | Time: 2218.32 ms
[2021-11-28 17:18:46 main:574] : INFO : Epoch 1695 | loss: 0.0311449 | val_loss: 0.0311727 | Time: 2254.57 ms
[2021-11-28 17:18:48 main:574] : INFO : Epoch 1696 | loss: 0.0311567 | val_loss: 0.0311749 | Time: 2234.03 ms
[2021-11-28 17:18:51 main:574] : INFO : Epoch 1697 | loss: 0.0311667 | val_loss: 0.0311667 | Time: 2216.51 ms
[2021-11-28 17:18:53 main:574] : INFO : Epoch 1698 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2250.24 ms
[2021-11-28 17:18:55 main:574] : INFO : Epoch 1699 | loss: 0.0311572 | val_loss: 0.0311654 | Time: 2226.1 ms
[2021-11-28 17:18:57 main:574] : INFO : Epoch 1700 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 2233.86 ms
[2021-11-28 17:18:59 main:574] : INFO : Epoch 1701 | loss: 0.0311519 | val_loss: 0.0311719 | Time: 2237.94 ms
[2021-11-28 17:19:02 main:574] : INFO : Epoch 1702 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 2224.14 ms
[2021-11-28 17:19:04 main:574] : INFO : Epoch 1703 | loss: 0.0311489 | val_loss: 0.0311678 | Time: 2199.88 ms
[2021-11-28 17:19:06 main:574] : INFO : Epoch 1704 | loss: 0.0311498 | val_loss: 0.0311762 | Time: 2241.58 ms
[2021-11-28 17:19:08 main:574] : INFO : Epoch 1705 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 2206.41 ms
[2021-11-28 17:19:11 main:574] : INFO : Epoch 1706 | loss: 0.031153 | val_loss: 0.0311695 | Time: 2226.54 ms
[2021-11-28 17:19:13 main:574] : INFO : Epoch 1707 | loss: 0.0311477 | val_loss: 0.031169 | Time: 2205.1 ms
[2021-11-28 17:19:15 main:574] : INFO : Epoch 1708 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 2234.34 ms
[2021-11-28 17:19:17 main:574] : INFO : Epoch 1709 | loss: 0.031146 | val_loss: 0.0311672 | Time: 2223.2 ms
[2021-11-28 17:19:20 main:574] : INFO : Epoch 1710 | loss: 0.0311518 | val_loss: 0.0311623 | Time: 2240.62 ms
[2021-11-28 17:19:22 main:574] : INFO : Epoch 1711 | loss: 0.0311485 | val_loss: 0.0311661 | Time: 2196.09 ms
[2021-11-28 17:19:24 main:574] : INFO : Epoch 1712 | loss: 0.031148 | val_loss: 0.0311685 | Time: 2249.69 ms
[2021-11-28 17:19:26 main:574] : INFO : Epoch 1713 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 2196.67 ms
[2021-11-28 17:19:28 main:574] : INFO : Epoch 1714 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 2220.69 ms
[2021-11-28 17:19:31 main:574] : INFO : Epoch 1715 | loss: 0.0311466 | val_loss: 0.0311653 | Time: 2238.86 ms
[2021-11-28 17:19:33 main:574] : INFO : Epoch 1716 | loss: 0.0311433 | val_loss: 0.0311626 | Time: 2211.33 ms
[2021-11-28 17:19:35 main:574] : INFO : Epoch 1717 | loss: 0.0311437 | val_loss: 0.0311771 | Time: 2273.3 ms
[2021-11-28 17:19:37 main:574] : INFO : Epoch 1718 | loss: 0.0311432 | val_loss: 0.0311657 | Time: 2255.08 ms
[2021-11-28 17:19:40 main:574] : INFO : Epoch 1719 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 2252.91 ms
[2021-11-28 17:19:42 main:574] : INFO : Epoch 1720 | loss: 0.0311478 | val_loss: 0.0311781 | Time: 2207.76 ms
[2021-11-28 17:19:44 main:574] : INFO : Epoch 1721 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 2242.69 ms
[2021-11-28 17:19:46 main:574] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.0311671 | Time: 2224.42 ms
[2021-11-28 17:19:49 main:574] : INFO : Epoch 1723 | loss: 0.0311453 | val_loss: 0.0311713 | Time: 2231.88 ms
[2021-11-28 17:19:51 main:574] : INFO : Epoch 1724 | loss: 0.0311422 | val_loss: 0.0311677 | Time: 2262.36 ms
[2021-11-28 17:19:53 main:574] : INFO : Epoch 1725 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 2217.54 ms
[2021-11-28 17:19:55 main:574] : INFO : Epoch 1726 | loss: 0.0311416 | val_loss: 0.0311707 | Time: 2221.64 ms
[2021-11-28 17:19:58 main:574] : INFO : Epoch 1727 | loss: 0.0311394 | val_loss: 0.0311656 | Time: 2244.73 ms
[2021-11-28 17:20:00 main:574] : INFO : Epoch 1728 | loss: 0.0311407 | val_loss: 0.0311644 | Time: 2182.23 ms
[2021-11-28 17:20:02 main:574] : INFO : Epoch 1729 | loss: 0.0311457 | val_loss: 0.0311721 | Time: 2217.02 ms
[2021-11-28 17:20:04 main:574] : INFO : Epoch 1730 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 2196.43 ms
[2021-11-28 17:20:06 main:574] : INFO : Epoch 1731 | loss: 0.0311418 | val_loss: 0.0311614 | Time: 2210.83 ms
[2021-11-28 17:20:09 main:574] : INFO : Epoch 1732 | loss: 0.0311406 | val_loss: 0.0311706 | Time: 2235.47 ms
[2021-11-28 17:20:11 main:574] : INFO : Epoch 1733 | loss: 0.0311426 | val_loss: 0.0311721 | Time: 2224.24 ms
[2021-11-28 17:20:13 main:574] : INFO : Epoch 1734 | loss: 0.0311417 | val_loss: 0.0311749 | Time: 2253.13 ms
[2021-11-28 17:20:15 main:574] : INFO : Epoch 1735 | loss: 0.0311389 | val_loss: 0.031167 | Time: 2195.36 ms
[2021-11-28 17:20:18 main:574] : INFO : Epoch 1736 | loss: 0.0311399 | val_loss: 0.0311657 | Time: 2257.67 ms
[2021-11-28 17:20:20 main:574] : INFO : Epoch 1737 | loss: 0.0311399 | val_loss: 0.0311716 | Time: 2209.74 ms
[2021-11-28 17:20:22 main:574] : INFO : Epoch 1738 | loss: 0.0311387 | val_loss: 0.0311734 | Time: 2243.29 ms
[2021-11-28 17:20:24 main:574] : INFO : Epoch 1739 | loss: 0.031139 | val_loss: 0.0311693 | Time: 2216.41 ms
[2021-11-28 17:20:26 main:574] : INFO : Epoch 1740 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 2212.73 ms
[2021-11-28 17:20:29 main:574] : INFO : Epoch 1741 | loss: 0.0311356 | val_loss: 0.0311726 | Time: 2220.22 ms
[2021-11-28 17:20:31 main:574] : INFO : Epoch 1742 | loss: 0.0311357 | val_loss: 0.0311685 | Time: 2215.69 ms
[2021-11-28 17:20:33 main:574] : INFO : Epoch 1743 | loss: 0.03114 | val_loss: 0.0311679 | Time: 2217.36 ms
[2021-11-28 17:20:35 main:574] : INFO : Epoch 1744 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 2233.9 ms
[2021-11-28 17:20:38 main:574] : INFO : Epoch 1745 | loss: 0.0311384 | val_loss: 0.0311685 | Time: 2249.85 ms
[2021-11-28 17:20:40 main:574] : INFO : Epoch 1746 | loss: 0.0311452 | val_loss: 0.0311673 | Time: 2192.86 ms
[2021-11-28 17:20:42 main:574] : INFO : Epoch 1747 | loss: 0.0311428 | val_loss: 0.0311725 | Time: 2214.76 ms
[2021-11-28 17:20:44 main:574] : INFO : Epoch 1748 | loss: 0.0311431 | val_loss: 0.03117 | Time: 2211.18 ms
[2021-11-28 17:20:46 main:574] : INFO : Epoch 1749 | loss: 0.0311409 | val_loss: 0.0311682 | Time: 2239.75 ms
[2021-11-28 17:20:49 main:574] : INFO : Epoch 1750 | loss: 0.0311395 | val_loss: 0.0311703 | Time: 2203.27 ms
[2021-11-28 17:20:51 main:574] : INFO : Epoch 1751 | loss: 0.0311394 | val_loss: 0.0311713 | Time: 2209.9 ms
[2021-11-28 17:20:53 main:574] : INFO : Epoch 1752 | loss: 0.0311379 | val_loss: 0.0311722 | Time: 2221.13 ms
[2021-11-28 17:20:55 main:574] : INFO : Epoch 1753 | loss: 0.0311364 | val_loss: 0.031171 | Time: 2195.21 ms
[2021-11-28 17:20:57 main:574] : INFO : Epoch 1754 | loss: 0.0311404 | val_loss: 0.0311748 | Time: 2202.55 ms
[2021-11-28 17:21:00 main:574] : INFO : Epoch 1755 | loss: 0.031144 | val_loss: 0.0311671 | Time: 2211.63 ms
[2021-11-28 17:21:02 main:574] : INFO : Epoch 1756 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 2210.23 ms
[2021-11-28 17:21:04 main:574] : INFO : Epoch 1757 | loss: 0.0311448 | val_loss: 0.0311701 | Time: 2230.16 ms
[2021-11-28 17:21:06 main:574] : INFO : Epoch 1758 | loss: 0.0311421 | val_loss: 0.0311676 | Time: 2221.87 ms
[2021-11-28 17:21:09 main:574] : INFO : Epoch 1759 | loss: 0.0311424 | val_loss: 0.0311673 | Time: 2207.67 ms
[2021-11-28 17:21:11 main:574] : INFO : Epoch 1760 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 2200.8 ms
[2021-11-28 17:21:13 main:574] : INFO : Epoch 1761 | loss: 0.0311403 | val_loss: 0.0311709 | Time: 2229.16 ms
[2021-11-28 17:21:15 main:574] : INFO : Epoch 1762 | loss: 0.0311443 | val_loss: 0.0311633 | Time: 2190.2 ms
[2021-11-28 17:21:17 main:574] : INFO : Epoch 1763 | loss: 0.0311414 | val_loss: 0.0311691 | Time: 2241.95 ms
[2021-11-28 17:21:20 main:574] : INFO : Epoch 1764 | loss: 0.0311446 | val_loss: 0.0311715 | Time: 2235.4 ms
[2021-11-28 17:21:22 main:574] : INFO : Epoch 1765 | loss: 0.0311465 | val_loss: 0.0311667 | Time: 2189.01 ms
[2021-11-28 17:21:24 main:574] : INFO : Epoch 1766 | loss: 0.0311402 | val_loss: 0.0311685 | Time: 2245.54 ms
[2021-11-28 17:21:26 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.0311653 | Time: 2224.39 ms
[2021-11-28 17:21:29 main:574] : INFO : Epoch 1768 | loss: 0.0311367 | val_loss: 0.031168 | Time: 2203.75 ms
[2021-11-28 17:21:31 main:574] : INFO : Epoch 1769 | loss: 0.0311389 | val_loss: 0.0311665 | Time: 2216.05 ms
[2021-11-28 17:21:33 main:574] : INFO : Epoch 1770 | loss: 0.0311417 | val_loss: 0.0311688 | Time: 2227.46 ms
[2021-11-28 17:21:35 main:574] : INFO : Epoch 1771 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 2257.08 ms
[2021-11-28 17:21:38 main:574] : INFO : Epoch 1772 | loss: 0.0311405 | val_loss: 0.0311745 | Time: 2230.7 ms
[2021-11-28 17:21:40 main:574] : INFO : Epoch 1773 | loss: 0.0311385 | val_loss: 0.0311762 | Time: 2202.12 ms
[2021-11-28 17:21:42 main:574] : INFO : Epoch 1774 | loss: 0.0311408 | val_loss: 0.0311689 | Time: 2251.15 ms
[2021-11-28 17:21:44 main:574] : INFO : Epoch 1775 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 2196.41 ms
[2021-11-28 17:21:46 main:574] : INFO : Epoch 1776 | loss: 0.0311389 | val_loss: 0.0311692 | Time: 2216.48 ms
[2021-11-28 17:21:49 main:574] : INFO : Epoch 1777 | loss: 0.0311379 | val_loss: 0.0311682 | Time: 2219.11 ms
[2021-11-28 17:21:51 main:574] : INFO : Epoch 1778 | loss: 0.031136 | val_loss: 0.031168 | Time: 2228.25 ms
[2021-11-28 17:21:53 main:574] : INFO : Epoch 1779 | loss: 0.0311394 | val_loss: 0.0311647 | Time: 2194.06 ms
[2021-11-28 17:21:55 main:574] : INFO : Epoch 1780 | loss: 0.0311373 | val_loss: 0.03117 | Time: 2228.1 ms
[2021-11-28 17:21:58 main:574] : INFO : Epoch 1781 | loss: 0.0311364 | val_loss: 0.0311644 | Time: 2214.24 ms
[2021-11-28 17:22:00 main:574] : INFO : Epoch 1782 | loss: 0.0311352 | val_loss: 0.0311676 | Time: 2205.26 ms
[2021-11-28 17:22:02 main:574] : INFO : Epoch 1783 | loss: 0.0311343 | val_loss: 0.0311755 | Time: 2232.95 ms
[2021-11-28 17:22:04 main:574] : INFO : Epoch 1784 | loss: 0.0311336 | val_loss: 0.0311691 | Time: 2213.45 ms
[2021-11-28 17:22:06 main:574] : INFO : Epoch 1785 | loss: 0.0311337 | val_loss: 0.0311643 | Time: 2235.82 ms
[2021-11-28 17:22:09 main:574] : INFO : Epoch 1786 | loss: 0.0311344 | val_loss: 0.0311721 | Time: 2244.06 ms
[2021-11-28 17:22:11 main:574] : INFO : Epoch 1787 | loss: 0.0311347 | val_loss: 0.0311708 | Time: 2210.17 ms
[2021-11-28 17:22:13 main:574] : INFO : Epoch 1788 | loss: 0.0311312 | val_loss: 0.0311683 | Time: 2225.73 ms
[2021-11-28 17:22:15 main:574] : INFO : Epoch 1789 | loss: 0.0311321 | val_loss: 0.0311707 | Time: 2228.3 ms
[2021-11-28 17:22:18 main:574] : INFO : Epoch 1790 | loss: 0.0311311 | val_loss: 0.0311712 | Time: 2220.95 ms
[2021-11-28 17:22:20 main:574] : INFO : Epoch 1791 | loss: 0.0311345 | val_loss: 0.031178 | Time: 2233.22 ms
[2021-11-28 17:22:22 main:574] : INFO : Epoch 1792 | loss: 0.031134 | val_loss: 0.0311755 | Time: 2257.27 ms
[2021-11-28 17:22:24 main:574] : INFO : Epoch 1793 | loss: 0.0311333 | val_loss: 0.0311716 | Time: 2202.49 ms
[2021-11-28 17:22:26 main:574] : INFO : Epoch 1794 | loss: 0.031135 | val_loss: 0.0311747 | Time: 2226.48 ms
[2021-11-28 17:22:29 main:574] : INFO : Epoch 1795 | loss: 0.031135 | val_loss: 0.0311679 | Time: 2212.11 ms
[2021-11-28 17:22:31 main:574] : INFO : Epoch 1796 | loss: 0.0311369 | val_loss: 0.0311686 | Time: 2230.16 ms
[2021-11-28 17:22:33 main:574] : INFO : Epoch 1797 | loss: 0.031136 | val_loss: 0.0311645 | Time: 2211.44 ms
[2021-11-28 17:22:35 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.0311721 | Time: 2210.61 ms
[2021-11-28 17:22:38 main:574] : INFO : Epoch 1799 | loss: 0.0311359 | val_loss: 0.0311687 | Time: 2205.97 ms
[2021-11-28 17:22:40 main:574] : INFO : Epoch 1800 | loss: 0.0311339 | val_loss: 0.0311798 | Time: 2204.46 ms
[2021-11-28 17:22:42 main:574] : INFO : Epoch 1801 | loss: 0.0311325 | val_loss: 0.0311709 | Time: 2241.84 ms
[2021-11-28 17:22:44 main:574] : INFO : Epoch 1802 | loss: 0.0311336 | val_loss: 0.0311739 | Time: 2206.01 ms
[2021-11-28 17:22:46 main:574] : INFO : Epoch 1803 | loss: 0.0311311 | val_loss: 0.0311717 | Time: 2233.88 ms
[2021-11-28 17:22:49 main:574] : INFO : Epoch 1804 | loss: 0.0311337 | val_loss: 0.0311769 | Time: 2215.61 ms
[2021-11-28 17:22:51 main:574] : INFO : Epoch 1805 | loss: 0.0311351 | val_loss: 0.0311766 | Time: 2205.91 ms
[2021-11-28 17:22:53 main:574] : INFO : Epoch 1806 | loss: 0.0311329 | val_loss: 0.03118 | Time: 2230.9 ms
[2021-11-28 17:22:55 main:574] : INFO : Epoch 1807 | loss: 0.0311352 | val_loss: 0.0311728 | Time: 2223.16 ms
[2021-11-28 17:22:58 main:574] : INFO : Epoch 1808 | loss: 0.0311383 | val_loss: 0.0311708 | Time: 2219.55 ms
[2021-11-28 17:23:00 main:574] : INFO : Epoch 1809 | loss: 0.0311354 | val_loss: 0.0311687 | Time: 2271.21 ms
[2021-11-28 17:23:02 main:574] : INFO : Epoch 1810 | loss: 0.0311342 | val_loss: 0.0311726 | Time: 2202.82 ms
[2021-11-28 17:23:04 main:574] : INFO : Epoch 1811 | loss: 0.0311316 | val_loss: 0.0311656 | Time: 2237.75 ms
[2021-11-28 17:23:07 main:574] : INFO : Epoch 1812 | loss: 0.0311348 | val_loss: 0.0311718 | Time: 2193.3 ms
[2021-11-28 17:23:09 main:574] : INFO : Epoch 1813 | loss: 0.0311362 | val_loss: 0.0311686 | Time: 2264.4 ms
[2021-11-28 17:23:11 main:574] : INFO : Epoch 1814 | loss: 0.0311364 | val_loss: 0.0311741 | Time: 2217.33 ms
[2021-11-28 17:23:13 main:574] : INFO : Epoch 1815 | loss: 0.0311357 | val_loss: 0.0311729 | Time: 2220.69 ms
[2021-11-28 17:23:15 main:574] : INFO : Epoch 1816 | loss: 0.0311313 | val_loss: 0.0311698 | Time: 2223.94 ms
[2021-11-28 17:23:18 main:574] : INFO : Epoch 1817 | loss: 0.031137 | val_loss: 0.0311716 | Time: 2216.71 ms
[2021-11-28 17:23:20 main:574] : INFO : Epoch 1818 | loss: 0.0311349 | val_loss: 0.0311754 | Time: 2215.14 ms
[2021-11-28 17:23:22 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311792 | Time: 2240.31 ms
[2021-11-28 17:23:24 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311769 | Time: 2219.5 ms
[2021-11-28 17:23:27 main:574] : INFO : Epoch 1821 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 2188.36 ms
[2021-11-28 17:23:29 main:574] : INFO : Epoch 1822 | loss: 0.0311334 | val_loss: 0.0311777 | Time: 2212.37 ms
[2021-11-28 17:23:31 main:574] : INFO : Epoch 1823 | loss: 0.0311322 | val_loss: 0.0311774 | Time: 2223.65 ms
[2021-11-28 17:23:33 main:574] : INFO : Epoch 1824 | loss: 0.031133 | val_loss: 0.0311711 | Time: 2238.59 ms
[2021-11-28 17:23:35 main:574] : INFO : Epoch 1825 | loss: 0.0311322 | val_loss: 0.0311693 | Time: 2246.58 ms
[2021-11-28 17:23:38 main:574] : INFO : Epoch 1826 | loss: 0.0311295 | val_loss: 0.031173 | Time: 2225.84 ms
[2021-11-28 17:23:40 main:574] : INFO : Epoch 1827 | loss: 0.0311302 | val_loss: 0.0311695 | Time: 2262.2 ms
[2021-11-28 17:23:42 main:574] : INFO : Epoch 1828 | loss: 0.0311294 | val_loss: 0.0311753 | Time: 2210.17 ms
[2021-11-28 17:23:44 main:574] : INFO : Epoch 1829 | loss: 0.0311318 | val_loss: 0.031179 | Time: 2223.68 ms
[2021-11-28 17:23:47 main:574] : INFO : Epoch 1830 | loss: 0.0311371 | val_loss: 0.031165 | Time: 2209.75 ms
[2021-11-28 17:23:49 main:574] : INFO : Epoch 1831 | loss: 0.0311334 | val_loss: 0.031172 | Time: 2197.63 ms
[2021-11-28 17:23:51 main:574] : INFO : Epoch 1832 | loss: 0.0311293 | val_loss: 0.0311679 | Time: 2216.97 ms
[2021-11-28 17:23:53 main:574] : INFO : Epoch 1833 | loss: 0.0311277 | val_loss: 0.0311697 | Time: 2223.82 ms
[2021-11-28 17:23:55 main:574] : INFO : Epoch 1834 | loss: 0.0311329 | val_loss: 0.031175 | Time: 2216.66 ms
[2021-11-28 17:23:58 main:574] : INFO : Epoch 1835 | loss: 0.0311338 | val_loss: 0.0311698 | Time: 2233.36 ms
[2021-11-28 17:24:00 main:574] : INFO : Epoch 1836 | loss: 0.0311319 | val_loss: 0.0311754 | Time: 2249.69 ms
[2021-11-28 17:24:02 main:574] : INFO : Epoch 1837 | loss: 0.0311327 | val_loss: 0.0311718 | Time: 2217.03 ms
[2021-11-28 17:24:04 main:574] : INFO : Epoch 1838 | loss: 0.031132 | val_loss: 0.031166 | Time: 2198.53 ms
[2021-11-28 17:24:07 main:574] : INFO : Epoch 1839 | loss: 0.0311309 | val_loss: 0.0311649 | Time: 2216.53 ms
[2021-11-28 17:24:09 main:574] : INFO : Epoch 1840 | loss: 0.0311319 | val_loss: 0.0311759 | Time: 2222.78 ms
[2021-11-28 17:24:11 main:574] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311769 | Time: 2226.62 ms
[2021-11-28 17:24:13 main:574] : INFO : Epoch 1842 | loss: 0.0311321 | val_loss: 0.0311737 | Time: 2195.65 ms
[2021-11-28 17:24:15 main:574] : INFO : Epoch 1843 | loss: 0.031128 | val_loss: 0.0311693 | Time: 2210.67 ms
[2021-11-28 17:24:18 main:574] : INFO : Epoch 1844 | loss: 0.0311325 | val_loss: 0.0311745 | Time: 2244.08 ms
[2021-11-28 17:24:20 main:574] : INFO : Epoch 1845 | loss: 0.0311379 | val_loss: 0.0311746 | Time: 2222.55 ms
[2021-11-28 17:24:22 main:574] : INFO : Epoch 1846 | loss: 0.0311323 | val_loss: 0.0311717 | Time: 2224.94 ms
[2021-11-28 17:24:24 main:574] : INFO : Epoch 1847 | loss: 0.0311288 | val_loss: 0.0311705 | Time: 2227.07 ms
[2021-11-28 17:24:27 main:574] : INFO : Epoch 1848 | loss: 0.0311299 | val_loss: 0.0311701 | Time: 2196.57 ms
[2021-11-28 17:24:29 main:574] : INFO : Epoch 1849 | loss: 0.0311272 | val_loss: 0.0311704 | Time: 2230.9 ms
[2021-11-28 17:24:31 main:574] : INFO : Epoch 1850 | loss: 0.0311284 | val_loss: 0.0311766 | Time: 2185.34 ms
[2021-11-28 17:24:33 main:574] : INFO : Epoch 1851 | loss: 0.0311368 | val_loss: 0.0311696 | Time: 2234.69 ms
[2021-11-28 17:24:36 main:574] : INFO : Epoch 1852 | loss: 0.0311367 | val_loss: 0.0311688 | Time: 2252.29 ms
[2021-11-28 17:24:38 main:574] : INFO : Epoch 1853 | loss: 0.0311332 | val_loss: 0.0311679 | Time: 2210.86 ms
[2021-11-28 17:24:40 main:574] : INFO : Epoch 1854 | loss: 0.0311347 | val_loss: 0.031175 | Time: 2219.37 ms
[2021-11-28 17:24:42 main:574] : INFO : Epoch 1855 | loss: 0.0311348 | val_loss: 0.0311778 | Time: 2217.43 ms
[2021-11-28 17:24:44 main:574] : INFO : Epoch 1856 | loss: 0.0311328 | val_loss: 0.0311746 | Time: 2204.84 ms
[2021-11-28 17:24:47 main:574] : INFO : Epoch 1857 | loss: 0.0311355 | val_loss: 0.0311753 | Time: 2243.07 ms
[2021-11-28 17:24:49 main:574] : INFO : Epoch 1858 | loss: 0.0311303 | val_loss: 0.0311726 | Time: 2226.91 ms
[2021-11-28 17:24:51 main:574] : INFO : Epoch 1859 | loss: 0.0311292 | val_loss: 0.0311731 | Time: 2235.23 ms
[2021-11-28 17:24:53 main:574] : INFO : Epoch 1860 | loss: 0.0311318 | val_loss: 0.0311817 | Time: 2241.24 ms
[2021-11-28 17:24:56 main:574] : INFO : Epoch 1861 | loss: 0.0311278 | val_loss: 0.031172 | Time: 2226.95 ms
[2021-11-28 17:24:58 main:574] : INFO : Epoch 1862 | loss: 0.0311276 | val_loss: 0.0311866 | Time: 2209.65 ms
[2021-11-28 17:25:00 main:574] : INFO : Epoch 1863 | loss: 0.0311351 | val_loss: 0.0311775 | Time: 2222.18 ms
[2021-11-28 17:25:02 main:574] : INFO : Epoch 1864 | loss: 0.0311359 | val_loss: 0.0311797 | Time: 2202.1 ms
[2021-11-28 17:25:04 main:574] : INFO : Epoch 1865 | loss: 0.0311304 | val_loss: 0.0311743 | Time: 2207.06 ms
[2021-11-28 17:25:07 main:574] : INFO : Epoch 1866 | loss: 0.0311334 | val_loss: 0.0311713 | Time: 2261.07 ms
[2021-11-28 17:25:09 main:574] : INFO : Epoch 1867 | loss: 0.031134 | val_loss: 0.0311703 | Time: 2187.45 ms
[2021-11-28 17:25:11 main:574] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311719 | Time: 2231.69 ms
[2021-11-28 17:25:13 main:574] : INFO : Epoch 1869 | loss: 0.0311283 | val_loss: 0.0311732 | Time: 2224.8 ms
[2021-11-28 17:25:16 main:574] : INFO : Epoch 1870 | loss: 0.0311282 | val_loss: 0.0311731 | Time: 2620.35 ms
[2021-11-28 17:25:18 main:574] : INFO : Epoch 1871 | loss: 0.0311282 | val_loss: 0.0311786 | Time: 2232.4 ms
[2021-11-28 17:25:20 main:574] : INFO : Epoch 1872 | loss: 0.0311309 | val_loss: 0.0311787 | Time: 2211.66 ms
[2021-11-28 17:25:23 main:574] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0312143 | Time: 2256.66 ms
[2021-11-28 17:25:25 main:574] : INFO : Epoch 1874 | loss: 0.105541 | val_loss: 0.0414767 | Time: 2204.69 ms
[2021-11-28 17:25:27 main:574] : INFO : Epoch 1875 | loss: 0.0469201 | val_loss: 0.0351474 | Time: 2217.69 ms
[2021-11-28 17:25:29 main:574] : INFO : Epoch 1876 | loss: 0.0327366 | val_loss: 0.0314608 | Time: 2214.17 ms
[2021-11-28 17:25:32 main:574] : INFO : Epoch 1877 | loss: 0.0314281 | val_loss: 0.0313398 | Time: 2226.87 ms
[2021-11-28 17:25:34 main:574] : INFO : Epoch 1878 | loss: 0.0312997 | val_loss: 0.0312879 | Time: 2221.2 ms
[2021-11-28 17:25:36 main:574] : INFO : Epoch 1879 | loss: 0.0312707 | val_loss: 0.0312655 | Time: 2229.2 ms
[2021-11-28 17:25:38 main:574] : INFO : Epoch 1880 | loss: 0.0312621 | val_loss: 0.0312608 | Time: 2180.46 ms
[2021-11-28 17:25:40 main:574] : INFO : Epoch 1881 | loss: 0.0312595 | val_loss: 0.0312592 | Time: 2216.39 ms
[2021-11-28 17:25:43 main:574] : INFO : Epoch 1882 | loss: 0.0312578 | val_loss: 0.0312579 | Time: 2202.63 ms
[2021-11-28 17:25:45 main:574] : INFO : Epoch 1883 | loss: 0.0312566 | val_loss: 0.0312569 | Time: 2235.12 ms
[2021-11-28 17:25:47 main:574] : INFO : Epoch 1884 | loss: 0.0312558 | val_loss: 0.0312562 | Time: 2253.05 ms
[2021-11-28 17:25:49 main:574] : INFO : Epoch 1885 | loss: 0.0312551 | val_loss: 0.0312555 | Time: 2232.99 ms
[2021-11-28 17:25:52 main:574] : INFO : Epoch 1886 | loss: 0.0312544 | val_loss: 0.0312548 | Time: 2204.05 ms
[2021-11-28 17:25:54 main:574] : INFO : Epoch 1887 | loss: 0.031254 | val_loss: 0.0312545 | Time: 2232.44 ms
[2021-11-28 17:25:56 main:574] : INFO : Epoch 1888 | loss: 0.0312535 | val_loss: 0.0312539 | Time: 2212.43 ms
[2021-11-28 17:25:58 main:574] : INFO : Epoch 1889 | loss: 0.031253 | val_loss: 0.0312534 | Time: 2245 ms
[2021-11-28 17:26:00 main:574] : INFO : Epoch 1890 | loss: 0.0312526 | val_loss: 0.0312531 | Time: 2213.35 ms
[2021-11-28 17:26:03 main:574] : INFO : Epoch 1891 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 2219.88 ms
[2021-11-28 17:26:05 main:574] : INFO : Epoch 1892 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 2204.07 ms
[2021-11-28 17:26:07 main:574] : INFO : Epoch 1893 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 2213.94 ms
[2021-11-28 17:26:09 main:574] : INFO : Epoch 1894 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2275.84 ms
[2021-11-28 17:26:12 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2198.48 ms
[2021-11-28 17:26:14 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2213.52 ms
[2021-11-28 17:26:16 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2242.08 ms
[2021-11-28 17:26:18 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2201.91 ms
[2021-11-28 17:26:21 main:574] : INFO : Epoch 1899 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2222.1 ms
[2021-11-28 17:26:23 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2216.9 ms
[2021-11-28 17:26:25 main:574] : INFO : Epoch 1901 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2222.1 ms
[2021-11-28 17:26:27 main:574] : INFO : Epoch 1902 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2234.72 ms
[2021-11-28 17:26:30 main:574] : INFO : Epoch 1903 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2232.42 ms
[2021-11-28 17:26:32 main:574] : INFO : Epoch 1904 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 2205.78 ms
[2021-11-28 17:26:34 main:574] : INFO : Epoch 1905 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 2232.36 ms
[2021-11-28 17:26:36 main:574] : INFO : Epoch 1906 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 2209.55 ms
[2021-11-28 17:26:38 main:574] : INFO : Epoch 1907 | loss: 0.031247 | val_loss: 0.0312475 | Time: 2228.89 ms
[2021-11-28 17:26:41 main:574] : INFO : Epoch 1908 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2229.8 ms
[2021-11-28 17:26:43 main:574] : INFO : Epoch 1909 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2218.5 ms
[2021-11-28 17:26:45 main:574] : INFO : Epoch 1910 | loss: 0.031246 | val_loss: 0.0312466 | Time: 2251.77 ms
[2021-11-28 17:26:47 main:574] : INFO : Epoch 1911 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 2215.77 ms
[2021-11-28 17:26:50 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2201.78 ms
[2021-11-28 17:26:52 main:574] : INFO : Epoch 1913 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 2206.58 ms
[2021-11-28 17:26:54 main:574] : INFO : Epoch 1914 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 2203.08 ms
[2021-11-28 17:26:56 main:574] : INFO : Epoch 1915 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2203.83 ms
[2021-11-28 17:26:58 main:574] : INFO : Epoch 1916 | loss: 0.0312445 | val_loss: 0.031245 | Time: 2210.37 ms
[2021-11-28 17:27:01 main:574] : INFO : Epoch 1917 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 2197.87 ms
[2021-11-28 17:27:03 main:574] : INFO : Epoch 1918 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 2225.45 ms
[2021-11-28 17:27:05 main:574] : INFO : Epoch 1919 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 2216.63 ms
[2021-11-28 17:27:07 main:574] : INFO : Epoch 1920 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 2226.87 ms
[2021-11-28 17:27:10 main:574] : INFO : Epoch 1921 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2231.2 ms
[2021-11-28 17:27:12 main:574] : INFO : Epoch 1922 | loss: 0.031243 | val_loss: 0.0312435 | Time: 2249.45 ms
[2021-11-28 17:27:14 main:574] : INFO : Epoch 1923 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 2218.01 ms
[2021-11-28 17:27:16 main:574] : INFO : Epoch 1924 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 2228.29 ms
[2021-11-28 17:27:18 main:574] : INFO : Epoch 1925 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 2229.62 ms
[2021-11-28 17:27:21 main:574] : INFO : Epoch 1926 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 2232.47 ms
[2021-11-28 17:27:23 main:574] : INFO : Epoch 1927 | loss: 0.0312419 | val_loss: 0.0312427 | Time: 2244.49 ms
[2021-11-28 17:27:25 main:574] : INFO : Epoch 1928 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 2256.47 ms
[2021-11-28 17:27:27 main:574] : INFO : Epoch 1929 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 2211.73 ms
[2021-11-28 17:27:30 main:574] : INFO : Epoch 1930 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 2242.86 ms
[2021-11-28 17:27:32 main:574] : INFO : Epoch 1931 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 2219.47 ms
[2021-11-28 17:27:34 main:574] : INFO : Epoch 1932 | loss: 0.0312409 | val_loss: 0.031242 | Time: 2222.2 ms
[2021-11-28 17:27:36 main:574] : INFO : Epoch 1933 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 2211.6 ms
[2021-11-28 17:27:39 main:574] : INFO : Epoch 1934 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 2203.96 ms
[2021-11-28 17:27:41 main:574] : INFO : Epoch 1935 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 2220.81 ms
[2021-11-28 17:27:43 main:574] : INFO : Epoch 1936 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 2226.81 ms
[2021-11-28 17:27:45 main:574] : INFO : Epoch 1937 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 2255.41 ms
[2021-11-28 17:27:47 main:574] : INFO : Epoch 1938 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 2237.12 ms
[2021-11-28 17:27:50 main:574] : INFO : Epoch 1939 | loss: 0.0312396 | val_loss: 0.0312404 | Time: 2225.72 ms
[2021-11-28 17:27:52 main:574] : INFO : Epoch 1940 | loss: 0.0312394 | val_loss: 0.0312404 | Time: 2244.42 ms
[2021-11-28 17:27:54 main:574] : INFO : Epoch 1941 | loss: 0.0312394 | val_loss: 0.0312402 | Time: 2219.65 ms
[2021-11-28 17:27:56 main:574] : INFO : Epoch 1942 | loss: 0.0312395 | val_loss: 0.0312405 | Time: 2214.9 ms
[2021-11-28 17:27:59 main:574] : INFO : Epoch 1943 | loss: 0.0312393 | val_loss: 0.0312403 | Time: 2233.31 ms
[2021-11-28 17:28:01 main:574] : INFO : Epoch 1944 | loss: 0.031239 | val_loss: 0.0312397 | Time: 2218.9 ms
[2021-11-28 17:28:03 main:574] : INFO : Epoch 1945 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 2225.22 ms
[2021-11-28 17:28:05 main:574] : INFO : Epoch 1946 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 2206.36 ms
[2021-11-28 17:28:08 main:574] : INFO : Epoch 1947 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 2220.96 ms
[2021-11-28 17:28:10 main:574] : INFO : Epoch 1948 | loss: 0.0312385 | val_loss: 0.0312397 | Time: 2237.31 ms
[2021-11-28 17:28:12 main:574] : INFO : Epoch 1949 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 2225.18 ms
[2021-11-28 17:28:14 main:574] : INFO : Epoch 1950 | loss: 0.031238 | val_loss: 0.0312387 | Time: 2212.23 ms
[2021-11-28 17:28:16 main:574] : INFO : Epoch 1951 | loss: 0.0312379 | val_loss: 0.0312386 | Time: 2173.59 ms
[2021-11-28 17:28:19 main:574] : INFO : Epoch 1952 | loss: 0.0312394 | val_loss: 0.0312383 | Time: 2213.76 ms
[2021-11-28 17:28:21 main:574] : INFO : Epoch 1953 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 2211.57 ms
[2021-11-28 17:28:23 main:574] : INFO : Epoch 1954 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 2212.54 ms
[2021-11-28 17:28:25 main:574] : INFO : Epoch 1955 | loss: 0.0312385 | val_loss: 0.0312373 | Time: 2236.91 ms
[2021-11-28 17:28:27 main:574] : INFO : Epoch 1956 | loss: 0.0312382 | val_loss: 0.0312369 | Time: 2230.93 ms
[2021-11-28 17:28:30 main:574] : INFO : Epoch 1957 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 2224.62 ms
[2021-11-28 17:28:32 main:574] : INFO : Epoch 1958 | loss: 0.0312378 | val_loss: 0.0312365 | Time: 2215.52 ms
[2021-11-28 17:28:34 main:574] : INFO : Epoch 1959 | loss: 0.0312375 | val_loss: 0.0312365 | Time: 2226.2 ms
[2021-11-28 17:28:36 main:574] : INFO : Epoch 1960 | loss: 0.0312373 | val_loss: 0.031236 | Time: 2219.36 ms
[2021-11-28 17:28:39 main:574] : INFO : Epoch 1961 | loss: 0.031237 | val_loss: 0.0312357 | Time: 2216.94 ms
[2021-11-28 17:28:41 main:574] : INFO : Epoch 1962 | loss: 0.031237 | val_loss: 0.0312355 | Time: 2213.55 ms
[2021-11-28 17:28:43 main:574] : INFO : Epoch 1963 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2239.26 ms
[2021-11-28 17:28:45 main:574] : INFO : Epoch 1964 | loss: 0.0312363 | val_loss: 0.0312351 | Time: 2206.63 ms
[2021-11-28 17:28:48 main:574] : INFO : Epoch 1965 | loss: 0.0312361 | val_loss: 0.031235 | Time: 2248.38 ms
[2021-11-28 17:28:50 main:574] : INFO : Epoch 1966 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 2223.01 ms
[2021-11-28 17:28:52 main:574] : INFO : Epoch 1967 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 2217.87 ms
[2021-11-28 17:28:54 main:574] : INFO : Epoch 1968 | loss: 0.0312356 | val_loss: 0.0312346 | Time: 2224.53 ms
[2021-11-28 17:28:56 main:574] : INFO : Epoch 1969 | loss: 0.0312355 | val_loss: 0.0312342 | Time: 2243.71 ms
[2021-11-28 17:28:59 main:574] : INFO : Epoch 1970 | loss: 0.0312351 | val_loss: 0.0312343 | Time: 2204.01 ms
[2021-11-28 17:29:01 main:574] : INFO : Epoch 1971 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 2237.99 ms
[2021-11-28 17:29:03 main:574] : INFO : Epoch 1972 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 2200.54 ms
[2021-11-28 17:29:05 main:574] : INFO : Epoch 1973 | loss: 0.0312345 | val_loss: 0.0312338 | Time: 2230.11 ms
[2021-11-28 17:29:08 main:574] : INFO : Epoch 1974 | loss: 0.0312343 | val_loss: 0.0312338 | Time: 2208.46 ms
[2021-11-28 17:29:10 main:574] : INFO : Epoch 1975 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 2222.75 ms
[2021-11-28 17:29:12 main:574] : INFO : Epoch 1976 | loss: 0.031234 | val_loss: 0.0312327 | Time: 2207.21 ms
[2021-11-28 17:29:14 main:574] : INFO : Epoch 1977 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 2228.59 ms
[2021-11-28 17:29:16 main:574] : INFO : Epoch 1978 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2231.44 ms
[2021-11-28 17:29:19 main:574] : INFO : Epoch 1979 | loss: 0.031233 | val_loss: 0.0312321 | Time: 2225.66 ms
[2021-11-28 17:29:21 main:574] : INFO : Epoch 1980 | loss: 0.0312328 | val_loss: 0.0312317 | Time: 2236.15 ms
[2021-11-28 17:29:23 main:574] : INFO : Epoch 1981 | loss: 0.0312328 | val_loss: 0.0312319 | Time: 2208.15 ms
[2021-11-28 17:29:25 main:574] : INFO : Epoch 1982 | loss: 0.0312326 | val_loss: 0.0312314 | Time: 2231.83 ms
[2021-11-28 17:29:28 main:574] : INFO : Epoch 1983 | loss: 0.0312325 | val_loss: 0.0312317 | Time: 2209.62 ms
[2021-11-28 17:29:30 main:574] : INFO : Epoch 1984 | loss: 0.0312324 | val_loss: 0.031231 | Time: 2224.13 ms
[2021-11-28 17:29:32 main:574] : INFO : Epoch 1985 | loss: 0.031232 | val_loss: 0.031231 | Time: 2231.42 ms
[2021-11-28 17:29:34 main:574] : INFO : Epoch 1986 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 2224.07 ms
[2021-11-28 17:29:36 main:574] : INFO : Epoch 1987 | loss: 0.0312317 | val_loss: 0.0312304 | Time: 2196.24 ms
[2021-11-28 17:29:39 main:574] : INFO : Epoch 1988 | loss: 0.0312315 | val_loss: 0.0312303 | Time: 2219.24 ms
[2021-11-28 17:29:41 main:574] : INFO : Epoch 1989 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 2244.47 ms
[2021-11-28 17:29:43 main:574] : INFO : Epoch 1990 | loss: 0.031231 | val_loss: 0.0312301 | Time: 2237.35 ms
[2021-11-28 17:29:45 main:574] : INFO : Epoch 1991 | loss: 0.031231 | val_loss: 0.0312303 | Time: 2206.04 ms
[2021-11-28 17:29:48 main:574] : INFO : Epoch 1992 | loss: 0.0312311 | val_loss: 0.0312299 | Time: 2240.2 ms
[2021-11-28 17:29:50 main:574] : INFO : Epoch 1993 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 2237.4 ms
[2021-11-28 17:29:52 main:574] : INFO : Epoch 1994 | loss: 0.0312312 | val_loss: 0.0312308 | Time: 2229.49 ms
[2021-11-28 17:29:54 main:574] : INFO : Epoch 1995 | loss: 0.031231 | val_loss: 0.0312303 | Time: 2201.96 ms
[2021-11-28 17:29:57 main:574] : INFO : Epoch 1996 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 2236.3 ms
[2021-11-28 17:29:59 main:574] : INFO : Epoch 1997 | loss: 0.03123 | val_loss: 0.0312293 | Time: 2237.22 ms
[2021-11-28 17:30:01 main:574] : INFO : Epoch 1998 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 2241.27 ms
[2021-11-28 17:30:03 main:574] : INFO : Epoch 1999 | loss: 0.03123 | val_loss: 0.031229 | Time: 2222.88 ms
[2021-11-28 17:30:06 main:574] : INFO : Epoch 2000 | loss: 0.0312297 | val_loss: 0.0312292 | Time: 2260.43 ms
[2021-11-28 17:30:08 main:574] : INFO : Epoch 2001 | loss: 0.0312297 | val_loss: 0.031229 | Time: 2225.94 ms
[2021-11-28 17:30:10 main:574] : INFO : Epoch 2002 | loss: 0.0312295 | val_loss: 0.0312286 | Time: 2214.5 ms
[2021-11-28 17:30:12 main:574] : INFO : Epoch 2003 | loss: 0.0312294 | val_loss: 0.0312288 | Time: 2241.17 ms
[2021-11-28 17:30:14 main:574] : INFO : Epoch 2004 | loss: 0.0312295 | val_loss: 0.0312288 | Time: 2200.32 ms
[2021-11-28 17:30:17 main:574] : INFO : Epoch 2005 | loss: 0.0312296 | val_loss: 0.0312285 | Time: 2242.75 ms
[2021-11-28 17:30:19 main:574] : INFO : Epoch 2006 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 2215 ms
[2021-11-28 17:30:21 main:574] : INFO : Epoch 2007 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 2239.62 ms
[2021-11-28 17:30:23 main:574] : INFO : Epoch 2008 | loss: 0.031229 | val_loss: 0.0312299 | Time: 2208.76 ms
[2021-11-28 17:30:26 main:574] : INFO : Epoch 2009 | loss: 0.0312293 | val_loss: 0.0312289 | Time: 2219.57 ms
[2021-11-28 17:30:28 main:574] : INFO : Epoch 2010 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 2237.15 ms
[2021-11-28 17:30:30 main:574] : INFO : Epoch 2011 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 2216.94 ms
[2021-11-28 17:30:32 main:574] : INFO : Epoch 2012 | loss: 0.0312288 | val_loss: 0.0312294 | Time: 2221.23 ms
[2021-11-28 17:30:35 main:574] : INFO : Epoch 2013 | loss: 0.0312288 | val_loss: 0.031228 | Time: 2237.27 ms
[2021-11-28 17:30:37 main:574] : INFO : Epoch 2014 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 2225.96 ms
[2021-11-28 17:30:39 main:574] : INFO : Epoch 2015 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 2214.71 ms
[2021-11-28 17:30:41 main:574] : INFO : Epoch 2016 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2214.07 ms
[2021-11-28 17:30:43 main:574] : INFO : Epoch 2017 | loss: 0.031228 | val_loss: 0.0312272 | Time: 2229.87 ms
[2021-11-28 17:30:46 main:574] : INFO : Epoch 2018 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 2200.04 ms
[2021-11-28 17:30:48 main:574] : INFO : Epoch 2019 | loss: 0.031228 | val_loss: 0.031229 | Time: 2235.51 ms
[2021-11-28 17:30:50 main:574] : INFO : Epoch 2020 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2209.95 ms
[2021-11-28 17:30:52 main:574] : INFO : Epoch 2021 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 2238.25 ms
[2021-11-28 17:30:55 main:574] : INFO : Epoch 2022 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 2234.94 ms
[2021-11-28 17:30:57 main:574] : INFO : Epoch 2023 | loss: 0.0312277 | val_loss: 0.0312268 | Time: 2227.71 ms
[2021-11-28 17:30:59 main:574] : INFO : Epoch 2024 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 2249.3 ms
[2021-11-28 17:31:01 main:574] : INFO : Epoch 2025 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 2232.74 ms
[2021-11-28 17:31:03 main:574] : INFO : Epoch 2026 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 2204.1 ms
[2021-11-28 17:31:06 main:574] : INFO : Epoch 2027 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 2254.6 ms
[2021-11-28 17:31:08 main:574] : INFO : Epoch 2028 | loss: 0.0312272 | val_loss: 0.0312265 | Time: 2239.13 ms
[2021-11-28 17:31:10 main:574] : INFO : Epoch 2029 | loss: 0.031227 | val_loss: 0.0312266 | Time: 2221.14 ms
[2021-11-28 17:31:12 main:574] : INFO : Epoch 2030 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 2188.99 ms
[2021-11-28 17:31:15 main:574] : INFO : Epoch 2031 | loss: 0.0312273 | val_loss: 0.0312276 | Time: 2222.45 ms
[2021-11-28 17:31:17 main:574] : INFO : Epoch 2032 | loss: 0.0312275 | val_loss: 0.031227 | Time: 2217.08 ms
[2021-11-28 17:31:19 main:574] : INFO : Epoch 2033 | loss: 0.031227 | val_loss: 0.0312265 | Time: 2228.69 ms
[2021-11-28 17:31:21 main:574] : INFO : Epoch 2034 | loss: 0.0312267 | val_loss: 0.0312264 | Time: 2229.48 ms
[2021-11-28 17:31:24 main:574] : INFO : Epoch 2035 | loss: 0.0312269 | val_loss: 0.0312262 | Time: 2250.15 ms
[2021-11-28 17:31:26 main:574] : INFO : Epoch 2036 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 2198.01 ms
[2021-11-28 17:31:28 main:574] : INFO : Epoch 2037 | loss: 0.0312265 | val_loss: 0.0312263 | Time: 2197.89 ms
[2021-11-28 17:31:30 main:574] : INFO : Epoch 2038 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 2250.46 ms
[2021-11-28 17:31:32 main:574] : INFO : Epoch 2039 | loss: 0.0312261 | val_loss: 0.0312262 | Time: 2221.02 ms
[2021-11-28 17:31:35 main:574] : INFO : Epoch 2040 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 2248.61 ms
[2021-11-28 17:31:37 main:574] : INFO : Epoch 2041 | loss: 0.0312266 | val_loss: 0.0312261 | Time: 2192.86 ms
[2021-11-28 17:31:39 main:574] : INFO : Epoch 2042 | loss: 0.0312266 | val_loss: 0.0312259 | Time: 2282.47 ms
[2021-11-28 17:31:41 main:574] : INFO : Epoch 2043 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 2228.61 ms
[2021-11-28 17:31:44 main:574] : INFO : Epoch 2044 | loss: 0.0312262 | val_loss: 0.0312263 | Time: 2211.21 ms
[2021-11-28 17:31:46 main:574] : INFO : Epoch 2045 | loss: 0.0312271 | val_loss: 0.0312267 | Time: 2232.43 ms
[2021-11-28 17:31:47 main:574] : INFO : Epoch 2046 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 1620.29 ms
[2021-11-28 17:31:49 main:574] : INFO : Epoch 2047 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 1691.34 ms
[2021-11-28 17:31:51 main:574] : INFO : Epoch 2048 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 1750.03 ms
[2021-11-28 17:31:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312259
[2021-11-28 17:31:51 main:603] : INFO : Saving end state to config to file
[2021-11-28 17:31:51 main:608] : INFO : Success, exiting..
17:31:51 (13716): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)