Task 9103924
| Name | ParityModified-1636225353-29763-2-0_0 |
| Workunit | 6548262 |
| Created | 22 Nov 2021, 7:14:05 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 1:24:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 55 sec |
| CPU time | 1 hours 15 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311536 | val_loss: 0.0311715 | Time: 2230.04 ms
[2021-11-29 02:05:57 main:574] : INFO : Epoch 1543 | loss: 0.0311527 | val_loss: 0.0311727 | Time: 2212.02 ms
[2021-11-29 02:05:59 main:574] : INFO : Epoch 1544 | loss: 0.0311536 | val_loss: 0.0311714 | Time: 2232.1 ms
[2021-11-29 02:06:01 main:574] : INFO : Epoch 1545 | loss: 0.0311541 | val_loss: 0.0311729 | Time: 2234.18 ms
[2021-11-29 02:06:03 main:574] : INFO : Epoch 1546 | loss: 0.0311529 | val_loss: 0.0311722 | Time: 2223.18 ms
[2021-11-29 02:06:06 main:574] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.0311754 | Time: 2235.62 ms
[2021-11-29 02:06:08 main:574] : INFO : Epoch 1548 | loss: 0.0311539 | val_loss: 0.0311798 | Time: 2211.32 ms
[2021-11-29 02:06:10 main:574] : INFO : Epoch 1549 | loss: 0.031158 | val_loss: 0.031171 | Time: 2201.89 ms
[2021-11-29 02:06:12 main:574] : INFO : Epoch 1550 | loss: 0.0311543 | val_loss: 0.0311747 | Time: 2222.31 ms
[2021-11-29 02:06:14 main:574] : INFO : Epoch 1551 | loss: 0.0311541 | val_loss: 0.0311731 | Time: 2216.68 ms
[2021-11-29 02:06:17 main:574] : INFO : Epoch 1552 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 2261.85 ms
[2021-11-29 02:06:19 main:574] : INFO : Epoch 1553 | loss: 0.0311532 | val_loss: 0.0311745 | Time: 2202.63 ms
[2021-11-29 02:06:21 main:574] : INFO : Epoch 1554 | loss: 0.0311538 | val_loss: 0.0311738 | Time: 2236.36 ms
[2021-11-29 02:06:23 main:574] : INFO : Epoch 1555 | loss: 0.031153 | val_loss: 0.0311731 | Time: 2175.14 ms
[2021-11-29 02:06:26 main:574] : INFO : Epoch 1556 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 2213.99 ms
[2021-11-29 02:06:28 main:574] : INFO : Epoch 1557 | loss: 0.0311554 | val_loss: 0.0311735 | Time: 2250.81 ms
[2021-11-29 02:06:30 main:574] : INFO : Epoch 1558 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2225.4 ms
[2021-11-29 02:06:32 main:574] : INFO : Epoch 1559 | loss: 0.0311527 | val_loss: 0.0311735 | Time: 2227.66 ms
[2021-11-29 02:06:34 main:574] : INFO : Epoch 1560 | loss: 0.0311526 | val_loss: 0.0311737 | Time: 2241.74 ms
[2021-11-29 02:06:37 main:574] : INFO : Epoch 1561 | loss: 0.0311523 | val_loss: 0.0311738 | Time: 2226.92 ms
[2021-11-29 02:06:39 main:574] : INFO : Epoch 1562 | loss: 0.0311566 | val_loss: 0.0311787 | Time: 2204.54 ms
[2021-11-29 02:06:41 main:574] : INFO : Epoch 1563 | loss: 0.0311607 | val_loss: 0.0311778 | Time: 2215.1 ms
[2021-11-29 02:06:43 main:574] : INFO : Epoch 1564 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2231.31 ms
[2021-11-29 02:06:46 main:574] : INFO : Epoch 1565 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 2221.79 ms
[2021-11-29 02:06:48 main:574] : INFO : Epoch 1566 | loss: 0.0311576 | val_loss: 0.031174 | Time: 2226.41 ms
[2021-11-29 02:06:50 main:574] : INFO : Epoch 1567 | loss: 0.0311563 | val_loss: 0.0311696 | Time: 2236.68 ms
[2021-11-29 02:06:52 main:574] : INFO : Epoch 1568 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 2208.95 ms
[2021-11-29 02:06:54 main:574] : INFO : Epoch 1569 | loss: 0.0311579 | val_loss: 0.0311759 | Time: 2220.64 ms
[2021-11-29 02:06:57 main:574] : INFO : Epoch 1570 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 2229.83 ms
[2021-11-29 02:06:59 main:574] : INFO : Epoch 1571 | loss: 0.0311589 | val_loss: 0.0311791 | Time: 2195.09 ms
[2021-11-29 02:07:01 main:574] : INFO : Epoch 1572 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 2197.47 ms
[2021-11-29 02:07:03 main:574] : INFO : Epoch 1573 | loss: 0.0311557 | val_loss: 0.0311873 | Time: 2206.42 ms
[2021-11-29 02:07:06 main:574] : INFO : Epoch 1574 | loss: 0.031157 | val_loss: 0.0311737 | Time: 2213.07 ms
[2021-11-29 02:07:08 main:574] : INFO : Epoch 1575 | loss: 0.0311534 | val_loss: 0.0311732 | Time: 2211.07 ms
[2021-11-29 02:07:10 main:574] : INFO : Epoch 1576 | loss: 0.0311533 | val_loss: 0.0311723 | Time: 2241.08 ms
[2021-11-29 02:07:12 main:574] : INFO : Epoch 1577 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 2199.83 ms
[2021-11-29 02:07:14 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 2213.14 ms
[2021-11-29 02:07:17 main:574] : INFO : Epoch 1579 | loss: 0.031154 | val_loss: 0.0311809 | Time: 2216.35 ms
[2021-11-29 02:07:19 main:574] : INFO : Epoch 1580 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 2217.68 ms
[2021-11-29 02:07:21 main:574] : INFO : Epoch 1581 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 2232.39 ms
[2021-11-29 02:07:23 main:574] : INFO : Epoch 1582 | loss: 0.0311523 | val_loss: 0.0311758 | Time: 2200.49 ms
[2021-11-29 02:07:26 main:574] : INFO : Epoch 1583 | loss: 0.031154 | val_loss: 0.0311734 | Time: 2232.07 ms
[2021-11-29 02:07:28 main:574] : INFO : Epoch 1584 | loss: 0.0311517 | val_loss: 0.0311731 | Time: 2189.55 ms
[2021-11-29 02:07:30 main:574] : INFO : Epoch 1585 | loss: 0.0311523 | val_loss: 0.0311726 | Time: 2237.94 ms
[2021-11-29 02:07:32 main:574] : INFO : Epoch 1586 | loss: 0.0311533 | val_loss: 0.0311722 | Time: 2191.77 ms
[2021-11-29 02:07:34 main:574] : INFO : Epoch 1587 | loss: 0.0311524 | val_loss: 0.031179 | Time: 2227.15 ms
[2021-11-29 02:07:37 main:574] : INFO : Epoch 1588 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 2218.14 ms
[2021-11-29 02:07:39 main:574] : INFO : Epoch 1589 | loss: 0.0311511 | val_loss: 0.031174 | Time: 2245.06 ms
[2021-11-29 02:07:41 main:574] : INFO : Epoch 1590 | loss: 0.0311529 | val_loss: 0.0311722 | Time: 2230.29 ms
[2021-11-29 02:07:43 main:574] : INFO : Epoch 1591 | loss: 0.0311513 | val_loss: 0.0311739 | Time: 2217.35 ms
[2021-11-29 02:07:46 main:574] : INFO : Epoch 1592 | loss: 0.0311515 | val_loss: 0.0311729 | Time: 2203.62 ms
[2021-11-29 02:07:48 main:574] : INFO : Epoch 1593 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 2188.05 ms
[2021-11-29 02:07:50 main:574] : INFO : Epoch 1594 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 2251.25 ms
[2021-11-29 02:07:52 main:574] : INFO : Epoch 1595 | loss: 0.0311511 | val_loss: 0.0311734 | Time: 2213.9 ms
[2021-11-29 02:07:54 main:574] : INFO : Epoch 1596 | loss: 0.0311504 | val_loss: 0.0311739 | Time: 2233.24 ms
[2021-11-29 02:07:57 main:574] : INFO : Epoch 1597 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 2206.76 ms
[2021-11-29 02:07:59 main:574] : INFO : Epoch 1598 | loss: 0.031152 | val_loss: 0.0311713 | Time: 2225.7 ms
[2021-11-29 02:08:01 main:574] : INFO : Epoch 1599 | loss: 0.0311523 | val_loss: 0.0311762 | Time: 2238.64 ms
[2021-11-29 02:08:03 main:574] : INFO : Epoch 1600 | loss: 0.0311539 | val_loss: 0.0311787 | Time: 2216.14 ms
[2021-11-29 02:08:06 main:574] : INFO : Epoch 1601 | loss: 0.0311539 | val_loss: 0.0311789 | Time: 2212.89 ms
[2021-11-29 02:08:08 main:574] : INFO : Epoch 1602 | loss: 0.0311525 | val_loss: 0.0311734 | Time: 2188.41 ms
[2021-11-29 02:08:10 main:574] : INFO : Epoch 1603 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 2215.76 ms
[2021-11-29 02:08:12 main:574] : INFO : Epoch 1604 | loss: 0.031154 | val_loss: 0.0311735 | Time: 2213.3 ms
[2021-11-29 02:08:14 main:574] : INFO : Epoch 1605 | loss: 0.0311509 | val_loss: 0.0311739 | Time: 2248.98 ms
[2021-11-29 02:08:17 main:574] : INFO : Epoch 1606 | loss: 0.0311519 | val_loss: 0.0311748 | Time: 2219.59 ms
[2021-11-29 02:08:19 main:574] : INFO : Epoch 1607 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 2218.88 ms
[2021-11-29 02:08:21 main:574] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 2241 ms
[2021-11-29 02:08:23 main:574] : INFO : Epoch 1609 | loss: 0.0311508 | val_loss: 0.0311742 | Time: 2235.42 ms
[2021-11-29 02:08:26 main:574] : INFO : Epoch 1610 | loss: 0.0311529 | val_loss: 0.0311718 | Time: 2246.14 ms
[2021-11-29 02:08:28 main:574] : INFO : Epoch 1611 | loss: 0.0311508 | val_loss: 0.0311748 | Time: 2227.08 ms
[2021-11-29 02:08:30 main:574] : INFO : Epoch 1612 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 2205.99 ms
[2021-11-29 02:08:32 main:574] : INFO : Epoch 1613 | loss: 0.0311517 | val_loss: 0.0311752 | Time: 2210.95 ms
[2021-11-29 02:08:35 main:574] : INFO : Epoch 1614 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 2248.73 ms
[2021-11-29 02:08:37 main:574] : INFO : Epoch 1615 | loss: 0.0311514 | val_loss: 0.0311733 | Time: 2201.52 ms
[2021-11-29 02:08:39 main:574] : INFO : Epoch 1616 | loss: 0.031152 | val_loss: 0.0311743 | Time: 2236.2 ms
[2021-11-29 02:08:41 main:574] : INFO : Epoch 1617 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 2209.61 ms
[2021-11-29 02:08:43 main:574] : INFO : Epoch 1618 | loss: 0.0311534 | val_loss: 0.0311728 | Time: 2229.77 ms
[2021-11-29 02:08:46 main:574] : INFO : Epoch 1619 | loss: 0.0311525 | val_loss: 0.0311723 | Time: 2210.71 ms
[2021-11-29 02:08:48 main:574] : INFO : Epoch 1620 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 2232.1 ms
[2021-11-29 02:08:50 main:574] : INFO : Epoch 1621 | loss: 0.0311515 | val_loss: 0.0311738 | Time: 2192.53 ms
[2021-11-29 02:08:52 main:574] : INFO : Epoch 1622 | loss: 0.0311505 | val_loss: 0.031174 | Time: 2267.11 ms
[2021-11-29 02:08:55 main:574] : INFO : Epoch 1623 | loss: 0.031151 | val_loss: 0.0311722 | Time: 2224.99 ms
[2021-11-29 02:08:57 main:574] : INFO : Epoch 1624 | loss: 0.0311507 | val_loss: 0.0311716 | Time: 2214.56 ms
[2021-11-29 02:08:59 main:574] : INFO : Epoch 1625 | loss: 0.0311499 | val_loss: 0.0311725 | Time: 2225.27 ms
[2021-11-29 02:09:01 main:574] : INFO : Epoch 1626 | loss: 0.0311505 | val_loss: 0.0311735 | Time: 2226.26 ms
[2021-11-29 02:09:03 main:574] : INFO : Epoch 1627 | loss: 0.0311507 | val_loss: 0.031171 | Time: 2222.95 ms
[2021-11-29 02:09:06 main:574] : INFO : Epoch 1628 | loss: 0.031151 | val_loss: 0.0311709 | Time: 2225.5 ms
[2021-11-29 02:09:08 main:574] : INFO : Epoch 1629 | loss: 0.0311523 | val_loss: 0.0311768 | Time: 2214.03 ms
[2021-11-29 02:09:10 main:574] : INFO : Epoch 1630 | loss: 0.0311527 | val_loss: 0.0311715 | Time: 2227.58 ms
[2021-11-29 02:09:12 main:574] : INFO : Epoch 1631 | loss: 0.0311506 | val_loss: 0.0311721 | Time: 2211.66 ms
[2021-11-29 02:09:15 main:574] : INFO : Epoch 1632 | loss: 0.031152 | val_loss: 0.0311729 | Time: 2199.22 ms
[2021-11-29 02:09:17 main:574] : INFO : Epoch 1633 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 2205.35 ms
[2021-11-29 02:09:19 main:574] : INFO : Epoch 1634 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 2195.57 ms
[2021-11-29 02:09:21 main:574] : INFO : Epoch 1635 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2211.1 ms
[2021-11-29 02:09:23 main:574] : INFO : Epoch 1636 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 2232.94 ms
[2021-11-29 02:09:26 main:574] : INFO : Epoch 1637 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 2239.23 ms
[2021-11-29 02:09:28 main:574] : INFO : Epoch 1638 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 2191.62 ms
[2021-11-29 02:09:30 main:574] : INFO : Epoch 1639 | loss: 0.0311584 | val_loss: 0.0311736 | Time: 2228.04 ms
[2021-11-29 02:09:32 main:574] : INFO : Epoch 1640 | loss: 0.0311572 | val_loss: 0.031173 | Time: 2191.71 ms
[2021-11-29 02:09:35 main:574] : INFO : Epoch 1641 | loss: 0.0311644 | val_loss: 0.0311743 | Time: 2232.54 ms
[2021-11-29 02:09:37 main:574] : INFO : Epoch 1642 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 2224.16 ms
[2021-11-29 02:09:39 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 2215.12 ms
[2021-11-29 02:09:41 main:574] : INFO : Epoch 1644 | loss: 0.0311651 | val_loss: 0.031174 | Time: 2219.72 ms
[2021-11-29 02:09:43 main:574] : INFO : Epoch 1645 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 2226.51 ms
[2021-11-29 02:09:46 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 2208.7 ms
[2021-11-29 02:09:48 main:574] : INFO : Epoch 1647 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 2228.01 ms
[2021-11-29 02:09:50 main:574] : INFO : Epoch 1648 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 2199.26 ms
[2021-11-29 02:09:52 main:574] : INFO : Epoch 1649 | loss: 0.031164 | val_loss: 0.0311709 | Time: 2172.5 ms
[2021-11-29 02:09:54 main:574] : INFO : Epoch 1650 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2196.17 ms
[2021-11-29 02:09:57 main:574] : INFO : Epoch 1651 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 2206.89 ms
[2021-11-29 02:09:59 main:574] : INFO : Epoch 1652 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 2213.39 ms
[2021-11-29 02:10:01 main:574] : INFO : Epoch 1653 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 2209.1 ms
[2021-11-29 02:10:03 main:574] : INFO : Epoch 1654 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2222.71 ms
[2021-11-29 02:10:05 main:574] : INFO : Epoch 1655 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 2203.71 ms
[2021-11-29 02:10:08 main:574] : INFO : Epoch 1656 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2211.54 ms
[2021-11-29 02:10:10 main:574] : INFO : Epoch 1657 | loss: 0.0311566 | val_loss: 0.031172 | Time: 2210.61 ms
[2021-11-29 02:10:12 main:574] : INFO : Epoch 1658 | loss: 0.0311563 | val_loss: 0.0311739 | Time: 2215.5 ms
[2021-11-29 02:10:14 main:574] : INFO : Epoch 1659 | loss: 0.0311579 | val_loss: 0.0311713 | Time: 2217.69 ms
[2021-11-29 02:10:17 main:574] : INFO : Epoch 1660 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2194.55 ms
[2021-11-29 02:10:19 main:574] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 2192.29 ms
[2021-11-29 02:10:21 main:574] : INFO : Epoch 1662 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 2238.32 ms
[2021-11-29 02:10:23 main:574] : INFO : Epoch 1663 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 2227.37 ms
[2021-11-29 02:10:25 main:574] : INFO : Epoch 1664 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 2227.39 ms
[2021-11-29 02:10:28 main:574] : INFO : Epoch 1665 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 2213.66 ms
[2021-11-29 02:10:30 main:574] : INFO : Epoch 1666 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 2208.49 ms
[2021-11-29 02:10:32 main:574] : INFO : Epoch 1667 | loss: 0.0311547 | val_loss: 0.0311718 | Time: 2245.07 ms
[2021-11-29 02:10:34 main:574] : INFO : Epoch 1668 | loss: 0.0311541 | val_loss: 0.031174 | Time: 2206.45 ms
[2021-11-29 02:10:37 main:574] : INFO : Epoch 1669 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 2210.03 ms
[2021-11-29 02:10:39 main:574] : INFO : Epoch 1670 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 2230.94 ms
[2021-11-29 02:10:41 main:574] : INFO : Epoch 1671 | loss: 0.0311521 | val_loss: 0.031171 | Time: 2252.13 ms
[2021-11-29 02:10:43 main:574] : INFO : Epoch 1672 | loss: 0.0311513 | val_loss: 0.0311744 | Time: 2202.97 ms
[2021-11-29 02:10:45 main:574] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 2214.06 ms
[2021-11-29 02:10:48 main:574] : INFO : Epoch 1674 | loss: 0.03116 | val_loss: 0.0311721 | Time: 2197.66 ms
[2021-11-29 02:10:50 main:574] : INFO : Epoch 1675 | loss: 0.0311837 | val_loss: 0.0312861 | Time: 2227.86 ms
[2021-11-29 02:10:52 main:574] : INFO : Epoch 1676 | loss: 0.0358351 | val_loss: 0.0317723 | Time: 2236.07 ms
[2021-11-29 02:10:54 main:574] : INFO : Epoch 1677 | loss: 0.0325449 | val_loss: 0.0313574 | Time: 2230.04 ms
[2021-11-29 02:10:57 main:574] : INFO : Epoch 1678 | loss: 0.0314325 | val_loss: 0.0313047 | Time: 2206.95 ms
[2021-11-29 02:10:59 main:574] : INFO : Epoch 1679 | loss: 0.0312344 | val_loss: 0.0311956 | Time: 2213.91 ms
[2021-11-29 02:11:01 main:574] : INFO : Epoch 1680 | loss: 0.0311919 | val_loss: 0.0311866 | Time: 2229.25 ms
[2021-11-29 02:11:03 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.0311816 | Time: 2222.78 ms
[2021-11-29 02:11:05 main:574] : INFO : Epoch 1682 | loss: 0.0311796 | val_loss: 0.0311769 | Time: 2229.43 ms
[2021-11-29 02:11:08 main:574] : INFO : Epoch 1683 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 2240.68 ms
[2021-11-29 02:11:10 main:574] : INFO : Epoch 1684 | loss: 0.0311688 | val_loss: 0.0311697 | Time: 2218.87 ms
[2021-11-29 02:11:12 main:574] : INFO : Epoch 1685 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 2230.65 ms
[2021-11-29 02:11:14 main:574] : INFO : Epoch 1686 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 2225.3 ms
[2021-11-29 02:11:17 main:574] : INFO : Epoch 1687 | loss: 0.031166 | val_loss: 0.031168 | Time: 2252.02 ms
[2021-11-29 02:11:19 main:574] : INFO : Epoch 1688 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 2239.99 ms
[2021-11-29 02:11:21 main:574] : INFO : Epoch 1689 | loss: 0.0311643 | val_loss: 0.0311666 | Time: 2209.01 ms
[2021-11-29 02:11:23 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0311656 | Time: 2245.19 ms
[2021-11-29 02:11:26 main:574] : INFO : Epoch 1691 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 2250.79 ms
[2021-11-29 02:11:28 main:574] : INFO : Epoch 1692 | loss: 0.0311631 | val_loss: 0.0311656 | Time: 2220.42 ms
[2021-11-29 02:11:30 main:574] : INFO : Epoch 1693 | loss: 0.0311625 | val_loss: 0.0311658 | Time: 2231.24 ms
[2021-11-29 02:11:32 main:574] : INFO : Epoch 1694 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 2217.47 ms
[2021-11-29 02:11:35 main:574] : INFO : Epoch 1695 | loss: 0.0311629 | val_loss: 0.031167 | Time: 2245.12 ms
[2021-11-29 02:11:37 main:574] : INFO : Epoch 1696 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 2212.06 ms
[2021-11-29 02:11:39 main:574] : INFO : Epoch 1697 | loss: 0.0311624 | val_loss: 0.0311654 | Time: 2196.54 ms
[2021-11-29 02:11:41 main:574] : INFO : Epoch 1698 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 2239.42 ms
[2021-11-29 02:11:43 main:574] : INFO : Epoch 1699 | loss: 0.0311618 | val_loss: 0.0311659 | Time: 2204.82 ms
[2021-11-29 02:11:46 main:574] : INFO : Epoch 1700 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 2192.22 ms
[2021-11-29 02:11:48 main:574] : INFO : Epoch 1701 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 2217.13 ms
[2021-11-29 02:11:50 main:574] : INFO : Epoch 1702 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 2221.45 ms
[2021-11-29 02:11:52 main:574] : INFO : Epoch 1703 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 2219.03 ms
[2021-11-29 02:11:55 main:574] : INFO : Epoch 1704 | loss: 0.031161 | val_loss: 0.031167 | Time: 2209.48 ms
[2021-11-29 02:11:57 main:574] : INFO : Epoch 1705 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 2210.41 ms
[2021-11-29 02:11:59 main:574] : INFO : Epoch 1706 | loss: 0.0311613 | val_loss: 0.0311661 | Time: 2224.73 ms
[2021-11-29 02:12:01 main:574] : INFO : Epoch 1707 | loss: 0.0311614 | val_loss: 0.0311659 | Time: 2254.59 ms
[2021-11-29 02:12:03 main:574] : INFO : Epoch 1708 | loss: 0.0311616 | val_loss: 0.0311653 | Time: 2212.13 ms
[2021-11-29 02:12:06 main:574] : INFO : Epoch 1709 | loss: 0.0311615 | val_loss: 0.0311648 | Time: 2209.27 ms
[2021-11-29 02:12:08 main:574] : INFO : Epoch 1710 | loss: 0.0311612 | val_loss: 0.0311652 | Time: 2196.49 ms
[2021-11-29 02:12:10 main:574] : INFO : Epoch 1711 | loss: 0.0311617 | val_loss: 0.0311668 | Time: 2211.41 ms
[2021-11-29 02:12:12 main:574] : INFO : Epoch 1712 | loss: 0.0311623 | val_loss: 0.0311648 | Time: 2224.12 ms
[2021-11-29 02:12:14 main:574] : INFO : Epoch 1713 | loss: 0.0311611 | val_loss: 0.0311649 | Time: 2203.85 ms
[2021-11-29 02:12:17 main:574] : INFO : Epoch 1714 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 2223.25 ms
[2021-11-29 02:12:19 main:574] : INFO : Epoch 1715 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 2215.23 ms
[2021-11-29 02:12:22 main:574] : INFO : Epoch 1716 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 2613.6 ms
[2021-11-29 02:12:24 main:574] : INFO : Epoch 1717 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 2310.2 ms
[2021-11-29 02:12:26 main:574] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 2225.52 ms
[2021-11-29 02:12:28 main:574] : INFO : Epoch 1719 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 2240.15 ms
[2021-11-29 02:12:31 main:574] : INFO : Epoch 1720 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 2211.27 ms
[2021-11-29 02:12:33 main:574] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311665 | Time: 2197.44 ms
[2021-11-29 02:12:35 main:574] : INFO : Epoch 1722 | loss: 0.0311611 | val_loss: 0.0311659 | Time: 2215.57 ms
[2021-11-29 02:12:37 main:574] : INFO : Epoch 1723 | loss: 0.0311605 | val_loss: 0.0311649 | Time: 2235.2 ms
[2021-11-29 02:12:39 main:574] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.0311648 | Time: 2214.34 ms
[2021-11-29 02:12:42 main:574] : INFO : Epoch 1725 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 2241.35 ms
[2021-11-29 02:12:44 main:574] : INFO : Epoch 1726 | loss: 0.0311602 | val_loss: 0.0311649 | Time: 2207.6 ms
[2021-11-29 02:12:46 main:574] : INFO : Epoch 1727 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 2215.05 ms
[2021-11-29 02:12:49 main:574] : INFO : Epoch 1728 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 2212.05 ms
[2021-11-29 02:12:51 main:574] : INFO : Epoch 1729 | loss: 0.0311594 | val_loss: 0.0311638 | Time: 2189.39 ms
[2021-11-29 02:12:53 main:574] : INFO : Epoch 1730 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 2209.83 ms
[2021-11-29 02:12:55 main:574] : INFO : Epoch 1731 | loss: 0.0311603 | val_loss: 0.0311658 | Time: 2226.03 ms
[2021-11-29 02:12:57 main:574] : INFO : Epoch 1732 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 2184.48 ms
[2021-11-29 02:13:00 main:574] : INFO : Epoch 1733 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 2202.95 ms
[2021-11-29 02:13:02 main:574] : INFO : Epoch 1734 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 2197.26 ms
[2021-11-29 02:13:04 main:574] : INFO : Epoch 1735 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 2210.67 ms
[2021-11-29 02:13:06 main:574] : INFO : Epoch 1736 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 2212.67 ms
[2021-11-29 02:13:08 main:574] : INFO : Epoch 1737 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 2201.98 ms
[2021-11-29 02:13:11 main:574] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 2221.11 ms
[2021-11-29 02:13:13 main:574] : INFO : Epoch 1739 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 2229.4 ms
[2021-11-29 02:13:15 main:574] : INFO : Epoch 1740 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 2205.7 ms
[2021-11-29 02:13:17 main:574] : INFO : Epoch 1741 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 2227.25 ms
[2021-11-29 02:13:20 main:574] : INFO : Epoch 1742 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 2207.52 ms
[2021-11-29 02:13:22 main:574] : INFO : Epoch 1743 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2215.89 ms
[2021-11-29 02:13:24 main:574] : INFO : Epoch 1744 | loss: 0.0311589 | val_loss: 0.031165 | Time: 2224.11 ms
[2021-11-29 02:13:26 main:574] : INFO : Epoch 1745 | loss: 0.0311593 | val_loss: 0.0311646 | Time: 2231.79 ms
[2021-11-29 02:13:28 main:574] : INFO : Epoch 1746 | loss: 0.0311588 | val_loss: 0.0311635 | Time: 2223.63 ms
[2021-11-29 02:13:31 main:574] : INFO : Epoch 1747 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2247.77 ms
[2021-11-29 02:13:33 main:574] : INFO : Epoch 1748 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 2224.52 ms
[2021-11-29 02:13:35 main:574] : INFO : Epoch 1749 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 2232.93 ms
[2021-11-29 02:13:37 main:574] : INFO : Epoch 1750 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 2220.46 ms
[2021-11-29 02:13:40 main:574] : INFO : Epoch 1751 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 2202.45 ms
[2021-11-29 02:13:42 main:574] : INFO : Epoch 1752 | loss: 0.0311583 | val_loss: 0.0311651 | Time: 2216.77 ms
[2021-11-29 02:13:44 main:574] : INFO : Epoch 1753 | loss: 0.0311583 | val_loss: 0.0311666 | Time: 2214.56 ms
[2021-11-29 02:13:46 main:574] : INFO : Epoch 1754 | loss: 0.0311574 | val_loss: 0.0311632 | Time: 2221.93 ms
[2021-11-29 02:13:48 main:574] : INFO : Epoch 1755 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 2198.57 ms
[2021-11-29 02:13:51 main:574] : INFO : Epoch 1756 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2239.6 ms
[2021-11-29 02:13:53 main:574] : INFO : Epoch 1757 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 2224.35 ms
[2021-11-29 02:13:55 main:574] : INFO : Epoch 1758 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 2214.66 ms
[2021-11-29 02:13:57 main:574] : INFO : Epoch 1759 | loss: 0.031155 | val_loss: 0.0311633 | Time: 2226.49 ms
[2021-11-29 02:14:00 main:574] : INFO : Epoch 1760 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 2219.76 ms
[2021-11-29 02:14:02 main:574] : INFO : Epoch 1761 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2201.04 ms
[2021-11-29 02:14:04 main:574] : INFO : Epoch 1762 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2217.63 ms
[2021-11-29 02:14:06 main:574] : INFO : Epoch 1763 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 2204.28 ms
[2021-11-29 02:14:08 main:574] : INFO : Epoch 1764 | loss: 0.0311541 | val_loss: 0.0311622 | Time: 2201.63 ms
[2021-11-29 02:14:11 main:574] : INFO : Epoch 1765 | loss: 0.031154 | val_loss: 0.0311637 | Time: 2250 ms
[2021-11-29 02:14:13 main:574] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311622 | Time: 2218.48 ms
[2021-11-29 02:14:15 main:574] : INFO : Epoch 1767 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 2228.4 ms
[2021-11-29 02:14:17 main:574] : INFO : Epoch 1768 | loss: 0.0311558 | val_loss: 0.0311646 | Time: 2230.46 ms
[2021-11-29 02:14:20 main:574] : INFO : Epoch 1769 | loss: 0.0311545 | val_loss: 0.031166 | Time: 2186.21 ms
[2021-11-29 02:14:22 main:574] : INFO : Epoch 1770 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 2212.56 ms
[2021-11-29 02:14:24 main:574] : INFO : Epoch 1771 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 2221.09 ms
[2021-11-29 02:14:26 main:574] : INFO : Epoch 1772 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 2230.87 ms
[2021-11-29 02:14:28 main:574] : INFO : Epoch 1773 | loss: 0.0311539 | val_loss: 0.0311647 | Time: 2212.3 ms
[2021-11-29 02:14:31 main:574] : INFO : Epoch 1774 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 2214.4 ms
[2021-11-29 02:14:33 main:574] : INFO : Epoch 1775 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 2215.66 ms
[2021-11-29 02:14:35 main:574] : INFO : Epoch 1776 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 2203.42 ms
[2021-11-29 02:14:37 main:574] : INFO : Epoch 1777 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2209.61 ms
[2021-11-29 02:14:40 main:574] : INFO : Epoch 1778 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 2218.06 ms
[2021-11-29 02:14:42 main:574] : INFO : Epoch 1779 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 2216.44 ms
[2021-11-29 02:14:44 main:574] : INFO : Epoch 1780 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2224.31 ms
[2021-11-29 02:14:46 main:574] : INFO : Epoch 1781 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 2200.22 ms
[2021-11-29 02:14:48 main:574] : INFO : Epoch 1782 | loss: 0.031152 | val_loss: 0.0311621 | Time: 2199.07 ms
[2021-11-29 02:14:51 main:574] : INFO : Epoch 1783 | loss: 0.031152 | val_loss: 0.0311623 | Time: 2186.82 ms
[2021-11-29 02:14:53 main:574] : INFO : Epoch 1784 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 2233.4 ms
[2021-11-29 02:14:55 main:574] : INFO : Epoch 1785 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 2252.6 ms
[2021-11-29 02:14:57 main:574] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.0311615 | Time: 2237.19 ms
[2021-11-29 02:15:00 main:574] : INFO : Epoch 1787 | loss: 0.031153 | val_loss: 0.0311636 | Time: 2239.33 ms
[2021-11-29 02:15:02 main:574] : INFO : Epoch 1788 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 2239.88 ms
[2021-11-29 02:15:04 main:574] : INFO : Epoch 1789 | loss: 0.0311543 | val_loss: 0.0311641 | Time: 2207.47 ms
[2021-11-29 02:15:06 main:574] : INFO : Epoch 1790 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 2219.53 ms
[2021-11-29 02:15:08 main:574] : INFO : Epoch 1791 | loss: 0.0311539 | val_loss: 0.0311606 | Time: 2222.06 ms
[2021-11-29 02:15:11 main:574] : INFO : Epoch 1792 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 2207.54 ms
[2021-11-29 02:15:13 main:574] : INFO : Epoch 1793 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 2200.66 ms
[2021-11-29 02:15:15 main:574] : INFO : Epoch 1794 | loss: 0.0311532 | val_loss: 0.0311611 | Time: 2236.33 ms
[2021-11-29 02:15:17 main:574] : INFO : Epoch 1795 | loss: 0.031153 | val_loss: 0.0311625 | Time: 2211.16 ms
[2021-11-29 02:15:20 main:574] : INFO : Epoch 1796 | loss: 0.0311525 | val_loss: 0.0311647 | Time: 2210.76 ms
[2021-11-29 02:15:22 main:574] : INFO : Epoch 1797 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 2228.65 ms
[2021-11-29 02:15:24 main:574] : INFO : Epoch 1798 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 2191.47 ms
[2021-11-29 02:15:26 main:574] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 2233.51 ms
[2021-11-29 02:15:28 main:574] : INFO : Epoch 1800 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 2216.75 ms
[2021-11-29 02:15:31 main:574] : INFO : Epoch 1801 | loss: 0.0311515 | val_loss: 0.0311633 | Time: 2215.08 ms
[2021-11-29 02:15:33 main:574] : INFO : Epoch 1802 | loss: 0.0311516 | val_loss: 0.0311616 | Time: 2219.23 ms
[2021-11-29 02:15:35 main:574] : INFO : Epoch 1803 | loss: 0.031152 | val_loss: 0.0311625 | Time: 2224.9 ms
[2021-11-29 02:15:37 main:574] : INFO : Epoch 1804 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 2201.4 ms
[2021-11-29 02:15:40 main:574] : INFO : Epoch 1805 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 2225.4 ms
[2021-11-29 02:15:42 main:574] : INFO : Epoch 1806 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 2200.81 ms
[2021-11-29 02:15:44 main:574] : INFO : Epoch 1807 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 2235.77 ms
[2021-11-29 02:15:46 main:574] : INFO : Epoch 1808 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 2210.35 ms
[2021-11-29 02:15:48 main:574] : INFO : Epoch 1809 | loss: 0.031151 | val_loss: 0.0311624 | Time: 2188.83 ms
[2021-11-29 02:15:51 main:574] : INFO : Epoch 1810 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 2244.58 ms
[2021-11-29 02:15:53 main:574] : INFO : Epoch 1811 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 2228.55 ms
[2021-11-29 02:15:55 main:574] : INFO : Epoch 1812 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 2229.04 ms
[2021-11-29 02:15:57 main:574] : INFO : Epoch 1813 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 2226.42 ms
[2021-11-29 02:16:00 main:574] : INFO : Epoch 1814 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 2211.72 ms
[2021-11-29 02:16:02 main:574] : INFO : Epoch 1815 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 2205.32 ms
[2021-11-29 02:16:04 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 2238.72 ms
[2021-11-29 02:16:06 main:574] : INFO : Epoch 1817 | loss: 0.0311484 | val_loss: 0.0311632 | Time: 2220.01 ms
[2021-11-29 02:16:08 main:574] : INFO : Epoch 1818 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 2201.05 ms
[2021-11-29 02:16:11 main:574] : INFO : Epoch 1819 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 2215.28 ms
[2021-11-29 02:16:13 main:574] : INFO : Epoch 1820 | loss: 0.0311503 | val_loss: 0.031164 | Time: 2237.82 ms
[2021-11-29 02:16:15 main:574] : INFO : Epoch 1821 | loss: 0.0311568 | val_loss: 0.0311667 | Time: 2199.72 ms
[2021-11-29 02:16:17 main:574] : INFO : Epoch 1822 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 2194.73 ms
[2021-11-29 02:16:19 main:574] : INFO : Epoch 1823 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 2213.93 ms
[2021-11-29 02:16:22 main:574] : INFO : Epoch 1824 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 2233.36 ms
[2021-11-29 02:16:24 main:574] : INFO : Epoch 1825 | loss: 0.0311528 | val_loss: 0.0311688 | Time: 2216.12 ms
[2021-11-29 02:16:26 main:574] : INFO : Epoch 1826 | loss: 0.0311529 | val_loss: 0.0311695 | Time: 2230.98 ms
[2021-11-29 02:16:28 main:574] : INFO : Epoch 1827 | loss: 0.0311525 | val_loss: 0.031166 | Time: 2211.78 ms
[2021-11-29 02:16:31 main:574] : INFO : Epoch 1828 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 2212.83 ms
[2021-11-29 02:16:33 main:574] : INFO : Epoch 1829 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 2204.76 ms
[2021-11-29 02:16:35 main:574] : INFO : Epoch 1830 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 2219.16 ms
[2021-11-29 02:16:37 main:574] : INFO : Epoch 1831 | loss: 0.0311558 | val_loss: 0.031164 | Time: 2234.91 ms
[2021-11-29 02:16:39 main:574] : INFO : Epoch 1832 | loss: 0.0311538 | val_loss: 0.0311647 | Time: 2225.38 ms
[2021-11-29 02:16:42 main:574] : INFO : Epoch 1833 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2250.43 ms
[2021-11-29 02:16:44 main:574] : INFO : Epoch 1834 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 2224.3 ms
[2021-11-29 02:16:46 main:574] : INFO : Epoch 1835 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 2222.98 ms
[2021-11-29 02:16:48 main:574] : INFO : Epoch 1836 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 2216.44 ms
[2021-11-29 02:16:51 main:574] : INFO : Epoch 1837 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 2234.71 ms
[2021-11-29 02:16:53 main:574] : INFO : Epoch 1838 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 2186.71 ms
[2021-11-29 02:16:55 main:574] : INFO : Epoch 1839 | loss: 0.031156 | val_loss: 0.0311621 | Time: 2196.95 ms
[2021-11-29 02:16:57 main:574] : INFO : Epoch 1840 | loss: 0.0311527 | val_loss: 0.031161 | Time: 2219.71 ms
[2021-11-29 02:16:59 main:574] : INFO : Epoch 1841 | loss: 0.0311522 | val_loss: 0.031163 | Time: 2182.49 ms
[2021-11-29 02:17:02 main:574] : INFO : Epoch 1842 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 2201.77 ms
[2021-11-29 02:17:04 main:574] : INFO : Epoch 1843 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 2196.95 ms
[2021-11-29 02:17:06 main:574] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 2225.52 ms
[2021-11-29 02:17:08 main:574] : INFO : Epoch 1845 | loss: 0.0311528 | val_loss: 0.0311631 | Time: 2200.53 ms
[2021-11-29 02:17:11 main:574] : INFO : Epoch 1846 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 2211.33 ms
[2021-11-29 02:17:13 main:574] : INFO : Epoch 1847 | loss: 0.0311501 | val_loss: 0.0311627 | Time: 2263.4 ms
[2021-11-29 02:17:15 main:574] : INFO : Epoch 1848 | loss: 0.0311502 | val_loss: 0.031162 | Time: 2225.88 ms
[2021-11-29 02:17:17 main:574] : INFO : Epoch 1849 | loss: 0.0311507 | val_loss: 0.0311627 | Time: 2222.8 ms
[2021-11-29 02:17:19 main:574] : INFO : Epoch 1850 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 2190.62 ms
[2021-11-29 02:17:22 main:574] : INFO : Epoch 1851 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 2245.27 ms
[2021-11-29 02:17:24 main:574] : INFO : Epoch 1852 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 2226.86 ms
[2021-11-29 02:17:26 main:574] : INFO : Epoch 1853 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 2211.08 ms
[2021-11-29 02:17:28 main:574] : INFO : Epoch 1854 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 2232.59 ms
[2021-11-29 02:17:31 main:574] : INFO : Epoch 1855 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 2218.28 ms
[2021-11-29 02:17:33 main:574] : INFO : Epoch 1856 | loss: 0.0311504 | val_loss: 0.0311608 | Time: 2207.19 ms
[2021-11-29 02:17:35 main:574] : INFO : Epoch 1857 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 2228.49 ms
[2021-11-29 02:17:37 main:574] : INFO : Epoch 1858 | loss: 0.0311515 | val_loss: 0.031163 | Time: 2222.83 ms
[2021-11-29 02:17:39 main:574] : INFO : Epoch 1859 | loss: 0.031152 | val_loss: 0.031163 | Time: 2247.32 ms
[2021-11-29 02:17:42 main:574] : INFO : Epoch 1860 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 2171.42 ms
[2021-11-29 02:17:44 main:574] : INFO : Epoch 1861 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2223.63 ms
[2021-11-29 02:17:46 main:574] : INFO : Epoch 1862 | loss: 0.0311529 | val_loss: 0.0311622 | Time: 2195.32 ms
[2021-11-29 02:17:48 main:574] : INFO : Epoch 1863 | loss: 0.0311538 | val_loss: 0.0311652 | Time: 2216.1 ms
[2021-11-29 02:17:51 main:574] : INFO : Epoch 1864 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 2226.98 ms
[2021-11-29 02:17:53 main:574] : INFO : Epoch 1865 | loss: 0.0311519 | val_loss: 0.0311693 | Time: 2223.53 ms
[2021-11-29 02:17:55 main:574] : INFO : Epoch 1866 | loss: 0.031154 | val_loss: 0.0311654 | Time: 2199.11 ms
[2021-11-29 02:17:57 main:574] : INFO : Epoch 1867 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 2223.06 ms
[2021-11-29 02:17:59 main:574] : INFO : Epoch 1868 | loss: 0.031151 | val_loss: 0.0311619 | Time: 2212.58 ms
[2021-11-29 02:18:02 main:574] : INFO : Epoch 1869 | loss: 0.031151 | val_loss: 0.0311622 | Time: 2220.3 ms
[2021-11-29 02:18:04 main:574] : INFO : Epoch 1870 | loss: 0.0311543 | val_loss: 0.0311611 | Time: 2231.44 ms
[2021-11-29 02:18:06 main:574] : INFO : Epoch 1871 | loss: 0.0311501 | val_loss: 0.0311618 | Time: 2211.55 ms
[2021-11-29 02:18:08 main:574] : INFO : Epoch 1872 | loss: 0.03115 | val_loss: 0.0311618 | Time: 2198.34 ms
[2021-11-29 02:18:10 main:574] : INFO : Epoch 1873 | loss: 0.0311497 | val_loss: 0.0311606 | Time: 2209.09 ms
[2021-11-29 02:18:13 main:574] : INFO : Epoch 1874 | loss: 0.0311502 | val_loss: 0.0311605 | Time: 2202.62 ms
[2021-11-29 02:18:15 main:574] : INFO : Epoch 1875 | loss: 0.0311497 | val_loss: 0.03116 | Time: 2205.57 ms
[2021-11-29 02:18:17 main:574] : INFO : Epoch 1876 | loss: 0.0311501 | val_loss: 0.0311625 | Time: 2216.35 ms
[2021-11-29 02:18:19 main:574] : INFO : Epoch 1877 | loss: 0.0311497 | val_loss: 0.0311663 | Time: 2205.1 ms
[2021-11-29 02:18:22 main:574] : INFO : Epoch 1878 | loss: 0.0311491 | val_loss: 0.031165 | Time: 2226.87 ms
[2021-11-29 02:18:24 main:574] : INFO : Epoch 1879 | loss: 0.03115 | val_loss: 0.031163 | Time: 2213.99 ms
[2021-11-29 02:18:26 main:574] : INFO : Epoch 1880 | loss: 0.0311513 | val_loss: 0.0311701 | Time: 2212.79 ms
[2021-11-29 02:18:28 main:574] : INFO : Epoch 1881 | loss: 0.0311518 | val_loss: 0.0311626 | Time: 2255.42 ms
[2021-11-29 02:18:30 main:574] : INFO : Epoch 1882 | loss: 0.0311481 | val_loss: 0.0311625 | Time: 2193.52 ms
[2021-11-29 02:18:33 main:574] : INFO : Epoch 1883 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 2234.96 ms
[2021-11-29 02:18:35 main:574] : INFO : Epoch 1884 | loss: 0.0311479 | val_loss: 0.0311612 | Time: 2203.69 ms
[2021-11-29 02:18:37 main:574] : INFO : Epoch 1885 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 2233.74 ms
[2021-11-29 02:18:39 main:574] : INFO : Epoch 1886 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 2206.53 ms
[2021-11-29 02:18:42 main:574] : INFO : Epoch 1887 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 2222.9 ms
[2021-11-29 02:18:44 main:574] : INFO : Epoch 1888 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 2215.83 ms
[2021-11-29 02:18:46 main:574] : INFO : Epoch 1889 | loss: 0.0311479 | val_loss: 0.0311613 | Time: 2233.36 ms
[2021-11-29 02:18:48 main:574] : INFO : Epoch 1890 | loss: 0.0311467 | val_loss: 0.0311608 | Time: 2203.73 ms
[2021-11-29 02:18:50 main:574] : INFO : Epoch 1891 | loss: 0.0311474 | val_loss: 0.0311625 | Time: 2223.71 ms
[2021-11-29 02:18:53 main:574] : INFO : Epoch 1892 | loss: 0.0311471 | val_loss: 0.0311614 | Time: 2245.83 ms
[2021-11-29 02:18:55 main:574] : INFO : Epoch 1893 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 2233.75 ms
[2021-11-29 02:18:57 main:574] : INFO : Epoch 1894 | loss: 0.0311486 | val_loss: 0.0311636 | Time: 2213.95 ms
[2021-11-29 02:18:59 main:574] : INFO : Epoch 1895 | loss: 0.0311475 | val_loss: 0.031162 | Time: 2218.08 ms
[2021-11-29 02:19:02 main:574] : INFO : Epoch 1896 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 2248.97 ms
[2021-11-29 02:19:04 main:574] : INFO : Epoch 1897 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 2238.04 ms
[2021-11-29 02:19:06 main:574] : INFO : Epoch 1898 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 2239.49 ms
[2021-11-29 02:19:08 main:574] : INFO : Epoch 1899 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 2172.36 ms
[2021-11-29 02:19:11 main:574] : INFO : Epoch 1900 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 2226.23 ms
[2021-11-29 02:19:13 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.031166 | Time: 2174.19 ms
[2021-11-29 02:19:15 main:574] : INFO : Epoch 1902 | loss: 0.031148 | val_loss: 0.0311643 | Time: 2229.67 ms
[2021-11-29 02:19:17 main:574] : INFO : Epoch 1903 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 2225.41 ms
[2021-11-29 02:19:19 main:574] : INFO : Epoch 1904 | loss: 0.0311474 | val_loss: 0.0311621 | Time: 2198.19 ms
[2021-11-29 02:19:22 main:574] : INFO : Epoch 1905 | loss: 0.0311487 | val_loss: 0.031164 | Time: 2197.52 ms
[2021-11-29 02:19:24 main:574] : INFO : Epoch 1906 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 2219.04 ms
[2021-11-29 02:19:26 main:574] : INFO : Epoch 1907 | loss: 0.0311472 | val_loss: 0.0311625 | Time: 2205.6 ms
[2021-11-29 02:19:28 main:574] : INFO : Epoch 1908 | loss: 0.031146 | val_loss: 0.0311624 | Time: 2188.68 ms
[2021-11-29 02:19:30 main:574] : INFO : Epoch 1909 | loss: 0.0311491 | val_loss: 0.0311655 | Time: 2239.03 ms
[2021-11-29 02:19:33 main:574] : INFO : Epoch 1910 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 2197.81 ms
[2021-11-29 02:19:35 main:574] : INFO : Epoch 1911 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 2229.44 ms
[2021-11-29 02:19:37 main:574] : INFO : Epoch 1912 | loss: 0.0311525 | val_loss: 0.0311648 | Time: 2213.95 ms
[2021-11-29 02:19:39 main:574] : INFO : Epoch 1913 | loss: 0.0311505 | val_loss: 0.031165 | Time: 2196.69 ms
[2021-11-29 02:19:41 main:574] : INFO : Epoch 1914 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 2200.09 ms
[2021-11-29 02:19:44 main:574] : INFO : Epoch 1915 | loss: 0.0311493 | val_loss: 0.0311681 | Time: 2231.26 ms
[2021-11-29 02:19:46 main:574] : INFO : Epoch 1916 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 2205.31 ms
[2021-11-29 02:19:48 main:574] : INFO : Epoch 1917 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 2243.39 ms
[2021-11-29 02:19:50 main:574] : INFO : Epoch 1918 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 2224.83 ms
[2021-11-29 02:19:53 main:574] : INFO : Epoch 1919 | loss: 0.0311522 | val_loss: 0.0311719 | Time: 2208.52 ms
[2021-11-29 02:19:55 main:574] : INFO : Epoch 1920 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 2189.02 ms
[2021-11-29 02:19:57 main:574] : INFO : Epoch 1921 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 2218.82 ms
[2021-11-29 02:19:59 main:574] : INFO : Epoch 1922 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 2208.04 ms
[2021-11-29 02:20:01 main:574] : INFO : Epoch 1923 | loss: 0.0311526 | val_loss: 0.0311689 | Time: 2238.89 ms
[2021-11-29 02:20:04 main:574] : INFO : Epoch 1924 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 2217.38 ms
[2021-11-29 02:20:06 main:574] : INFO : Epoch 1925 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2236.58 ms
[2021-11-29 02:20:08 main:574] : INFO : Epoch 1926 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 2205.13 ms
[2021-11-29 02:20:10 main:574] : INFO : Epoch 1927 | loss: 0.0311504 | val_loss: 0.0311713 | Time: 2218.46 ms
[2021-11-29 02:20:13 main:574] : INFO : Epoch 1928 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 2210.05 ms
[2021-11-29 02:20:15 main:574] : INFO : Epoch 1929 | loss: 0.0311506 | val_loss: 0.0311683 | Time: 2230.51 ms
[2021-11-29 02:20:17 main:574] : INFO : Epoch 1930 | loss: 0.03115 | val_loss: 0.031164 | Time: 2215.98 ms
[2021-11-29 02:20:19 main:574] : INFO : Epoch 1931 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 2224.79 ms
[2021-11-29 02:20:21 main:574] : INFO : Epoch 1932 | loss: 0.0311484 | val_loss: 0.0311643 | Time: 2202.36 ms
[2021-11-29 02:20:24 main:574] : INFO : Epoch 1933 | loss: 0.0311481 | val_loss: 0.0311649 | Time: 2212.99 ms
[2021-11-29 02:20:26 main:574] : INFO : Epoch 1934 | loss: 0.0311474 | val_loss: 0.031164 | Time: 2205.45 ms
[2021-11-29 02:20:28 main:574] : INFO : Epoch 1935 | loss: 0.0311474 | val_loss: 0.031167 | Time: 2234.67 ms
[2021-11-29 02:20:30 main:574] : INFO : Epoch 1936 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 2236.8 ms
[2021-11-29 02:20:33 main:574] : INFO : Epoch 1937 | loss: 0.031148 | val_loss: 0.031169 | Time: 2197.71 ms
[2021-11-29 02:20:35 main:574] : INFO : Epoch 1938 | loss: 0.031151 | val_loss: 0.0311733 | Time: 2203.02 ms
[2021-11-29 02:20:37 main:574] : INFO : Epoch 1939 | loss: 0.031149 | val_loss: 0.0311669 | Time: 2200.11 ms
[2021-11-29 02:20:39 main:574] : INFO : Epoch 1940 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 2229.96 ms
[2021-11-29 02:20:41 main:574] : INFO : Epoch 1941 | loss: 0.0311485 | val_loss: 0.031165 | Time: 2226.83 ms
[2021-11-29 02:20:44 main:574] : INFO : Epoch 1942 | loss: 0.0311487 | val_loss: 0.031164 | Time: 2243.05 ms
[2021-11-29 02:20:46 main:574] : INFO : Epoch 1943 | loss: 0.0311473 | val_loss: 0.031168 | Time: 2224.74 ms
[2021-11-29 02:20:48 main:574] : INFO : Epoch 1944 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 2213.16 ms
[2021-11-29 02:20:50 main:574] : INFO : Epoch 1945 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 2202.15 ms
[2021-11-29 02:20:53 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 2201.98 ms
[2021-11-29 02:20:55 main:574] : INFO : Epoch 1947 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 2195.04 ms
[2021-11-29 02:20:57 main:574] : INFO : Epoch 1948 | loss: 0.031148 | val_loss: 0.0311654 | Time: 2228.12 ms
[2021-11-29 02:20:59 main:574] : INFO : Epoch 1949 | loss: 0.0311468 | val_loss: 0.0311652 | Time: 2213.46 ms
[2021-11-29 02:21:01 main:574] : INFO : Epoch 1950 | loss: 0.0311468 | val_loss: 0.0311682 | Time: 2224.54 ms
[2021-11-29 02:21:04 main:574] : INFO : Epoch 1951 | loss: 0.031148 | val_loss: 0.0311636 | Time: 2235.94 ms
[2021-11-29 02:21:06 main:574] : INFO : Epoch 1952 | loss: 0.0311477 | val_loss: 0.0311672 | Time: 2198.9 ms
[2021-11-29 02:21:08 main:574] : INFO : Epoch 1953 | loss: 0.0311465 | val_loss: 0.03117 | Time: 2225.76 ms
[2021-11-29 02:21:10 main:574] : INFO : Epoch 1954 | loss: 0.0311457 | val_loss: 0.0311668 | Time: 2250.63 ms
[2021-11-29 02:21:13 main:574] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 2208.49 ms
[2021-11-29 02:21:15 main:574] : INFO : Epoch 1956 | loss: 0.0311474 | val_loss: 0.0311701 | Time: 2247.28 ms
[2021-11-29 02:21:17 main:574] : INFO : Epoch 1957 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 2205.06 ms
[2021-11-29 02:21:19 main:574] : INFO : Epoch 1958 | loss: 0.0311479 | val_loss: 0.031168 | Time: 2213.54 ms
[2021-11-29 02:21:21 main:574] : INFO : Epoch 1959 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 2205.68 ms
[2021-11-29 02:21:24 main:574] : INFO : Epoch 1960 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 2216.77 ms
[2021-11-29 02:21:26 main:574] : INFO : Epoch 1961 | loss: 0.031145 | val_loss: 0.031164 | Time: 2239.64 ms
[2021-11-29 02:21:28 main:574] : INFO : Epoch 1962 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 2222.02 ms
[2021-11-29 02:21:30 main:574] : INFO : Epoch 1963 | loss: 0.0311473 | val_loss: 0.0311659 | Time: 2203.12 ms
[2021-11-29 02:21:33 main:574] : INFO : Epoch 1964 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 2236.17 ms
[2021-11-29 02:21:35 main:574] : INFO : Epoch 1965 | loss: 0.0311469 | val_loss: 0.0311653 | Time: 2196.77 ms
[2021-11-29 02:21:37 main:574] : INFO : Epoch 1966 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 2229.49 ms
[2021-11-29 02:21:39 main:574] : INFO : Epoch 1967 | loss: 0.0311458 | val_loss: 0.0311672 | Time: 2239.28 ms
[2021-11-29 02:21:41 main:574] : INFO : Epoch 1968 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 2228.63 ms
[2021-11-29 02:21:44 main:574] : INFO : Epoch 1969 | loss: 0.031148 | val_loss: 0.0311651 | Time: 2226.97 ms
[2021-11-29 02:21:46 main:574] : INFO : Epoch 1970 | loss: 0.031146 | val_loss: 0.0311659 | Time: 2206.71 ms
[2021-11-29 02:21:48 main:574] : INFO : Epoch 1971 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 2239.67 ms
[2021-11-29 02:21:50 main:574] : INFO : Epoch 1972 | loss: 0.0311456 | val_loss: 0.0311646 | Time: 2223.84 ms
[2021-11-29 02:21:53 main:574] : INFO : Epoch 1973 | loss: 0.0311462 | val_loss: 0.0311625 | Time: 2241.7 ms
[2021-11-29 02:21:55 main:574] : INFO : Epoch 1974 | loss: 0.0311465 | val_loss: 0.0311679 | Time: 2223.37 ms
[2021-11-29 02:21:57 main:574] : INFO : Epoch 1975 | loss: 0.0311467 | val_loss: 0.031168 | Time: 2244.73 ms
[2021-11-29 02:21:59 main:574] : INFO : Epoch 1976 | loss: 0.0311485 | val_loss: 0.0311718 | Time: 2195.72 ms
[2021-11-29 02:22:02 main:574] : INFO : Epoch 1977 | loss: 0.0311479 | val_loss: 0.0311639 | Time: 2224.81 ms
[2021-11-29 02:22:04 main:574] : INFO : Epoch 1978 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 2193.63 ms
[2021-11-29 02:22:06 main:574] : INFO : Epoch 1979 | loss: 0.0311463 | val_loss: 0.0311628 | Time: 2211.9 ms
[2021-11-29 02:22:08 main:574] : INFO : Epoch 1980 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 2212.58 ms
[2021-11-29 02:22:10 main:574] : INFO : Epoch 1981 | loss: 0.0311462 | val_loss: 0.0311633 | Time: 2233.66 ms
[2021-11-29 02:22:13 main:574] : INFO : Epoch 1982 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 2229.5 ms
[2021-11-29 02:22:15 main:574] : INFO : Epoch 1983 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 2221.21 ms
[2021-11-29 02:22:17 main:574] : INFO : Epoch 1984 | loss: 0.0311465 | val_loss: 0.0311671 | Time: 2209.09 ms
[2021-11-29 02:22:19 main:574] : INFO : Epoch 1985 | loss: 0.0311469 | val_loss: 0.0311642 | Time: 2217.38 ms
[2021-11-29 02:22:22 main:574] : INFO : Epoch 1986 | loss: 0.0311463 | val_loss: 0.0311634 | Time: 2207.78 ms
[2021-11-29 02:22:24 main:574] : INFO : Epoch 1987 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 2226.38 ms
[2021-11-29 02:22:26 main:574] : INFO : Epoch 1988 | loss: 0.0311473 | val_loss: 0.0311632 | Time: 2192.78 ms
[2021-11-29 02:22:28 main:574] : INFO : Epoch 1989 | loss: 0.0311485 | val_loss: 0.0311713 | Time: 2197.87 ms
[2021-11-29 02:22:30 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 2203.59 ms
[2021-11-29 02:22:33 main:574] : INFO : Epoch 1991 | loss: 0.0311469 | val_loss: 0.031163 | Time: 2218.34 ms
[2021-11-29 02:22:35 main:574] : INFO : Epoch 1992 | loss: 0.0311465 | val_loss: 0.0311658 | Time: 2211.95 ms
[2021-11-29 02:22:37 main:574] : INFO : Epoch 1993 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 2201.89 ms
[2021-11-29 02:22:39 main:574] : INFO : Epoch 1994 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 2223.73 ms
[2021-11-29 02:22:41 main:574] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2245.35 ms
[2021-11-29 02:22:44 main:574] : INFO : Epoch 1996 | loss: 0.0311491 | val_loss: 0.0311714 | Time: 2265.52 ms
[2021-11-29 02:22:46 main:574] : INFO : Epoch 1997 | loss: 0.03115 | val_loss: 0.0311683 | Time: 2224.89 ms
[2021-11-29 02:22:48 main:574] : INFO : Epoch 1998 | loss: 0.0311494 | val_loss: 0.0311638 | Time: 2237.15 ms
[2021-11-29 02:22:50 main:574] : INFO : Epoch 1999 | loss: 0.0311478 | val_loss: 0.031166 | Time: 2221.61 ms
[2021-11-29 02:22:53 main:574] : INFO : Epoch 2000 | loss: 0.0311506 | val_loss: 0.0311602 | Time: 2222.2 ms
[2021-11-29 02:22:55 main:574] : INFO : Epoch 2001 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 2201.02 ms
[2021-11-29 02:22:57 main:574] : INFO : Epoch 2002 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 2220.58 ms
[2021-11-29 02:22:59 main:574] : INFO : Epoch 2003 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2206.68 ms
[2021-11-29 02:23:02 main:574] : INFO : Epoch 2004 | loss: 0.0311487 | val_loss: 0.0311685 | Time: 2224.45 ms
[2021-11-29 02:23:04 main:574] : INFO : Epoch 2005 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 2225.68 ms
[2021-11-29 02:23:06 main:574] : INFO : Epoch 2006 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 2189.02 ms
[2021-11-29 02:23:08 main:574] : INFO : Epoch 2007 | loss: 0.0311471 | val_loss: 0.0311635 | Time: 2190.33 ms
[2021-11-29 02:23:10 main:574] : INFO : Epoch 2008 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 2233.81 ms
[2021-11-29 02:23:13 main:574] : INFO : Epoch 2009 | loss: 0.0311493 | val_loss: 0.0311636 | Time: 2200.76 ms
[2021-11-29 02:23:15 main:574] : INFO : Epoch 2010 | loss: 0.03115 | val_loss: 0.0311627 | Time: 2227.52 ms
[2021-11-29 02:23:17 main:574] : INFO : Epoch 2011 | loss: 0.0311512 | val_loss: 0.0311721 | Time: 2226.37 ms
[2021-11-29 02:23:19 main:574] : INFO : Epoch 2012 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 2193.77 ms
[2021-11-29 02:23:21 main:574] : INFO : Epoch 2013 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 2243.76 ms
[2021-11-29 02:23:24 main:574] : INFO : Epoch 2014 | loss: 0.0311464 | val_loss: 0.0311682 | Time: 2205.14 ms
[2021-11-29 02:23:26 main:574] : INFO : Epoch 2015 | loss: 0.0311487 | val_loss: 0.031168 | Time: 2222.75 ms
[2021-11-29 02:23:28 main:574] : INFO : Epoch 2016 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 2213.25 ms
[2021-11-29 02:23:30 main:574] : INFO : Epoch 2017 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 2233.5 ms
[2021-11-29 02:23:33 main:574] : INFO : Epoch 2018 | loss: 0.0311474 | val_loss: 0.0311623 | Time: 2201.96 ms
[2021-11-29 02:23:35 main:574] : INFO : Epoch 2019 | loss: 0.0311474 | val_loss: 0.0311637 | Time: 2217.91 ms
[2021-11-29 02:23:37 main:574] : INFO : Epoch 2020 | loss: 0.0311471 | val_loss: 0.0311627 | Time: 2196.55 ms
[2021-11-29 02:23:39 main:574] : INFO : Epoch 2021 | loss: 0.03115 | val_loss: 0.0311658 | Time: 2244.66 ms
[2021-11-29 02:23:41 main:574] : INFO : Epoch 2022 | loss: 0.0311508 | val_loss: 0.031164 | Time: 2192.5 ms
[2021-11-29 02:23:44 main:574] : INFO : Epoch 2023 | loss: 0.0311482 | val_loss: 0.0311646 | Time: 2230.21 ms
[2021-11-29 02:23:46 main:574] : INFO : Epoch 2024 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 2215.02 ms
[2021-11-29 02:23:48 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 2208.66 ms
[2021-11-29 02:23:50 main:574] : INFO : Epoch 2026 | loss: 0.0311491 | val_loss: 0.031169 | Time: 2196.24 ms
[2021-11-29 02:23:53 main:574] : INFO : Epoch 2027 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 2214.66 ms
[2021-11-29 02:23:55 main:574] : INFO : Epoch 2028 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 2227.67 ms
[2021-11-29 02:23:57 main:574] : INFO : Epoch 2029 | loss: 0.0311462 | val_loss: 0.0311665 | Time: 2193.59 ms
[2021-11-29 02:23:59 main:574] : INFO : Epoch 2030 | loss: 0.0311465 | val_loss: 0.0311615 | Time: 2225.57 ms
[2021-11-29 02:24:01 main:574] : INFO : Epoch 2031 | loss: 0.0311438 | val_loss: 0.031163 | Time: 2195.28 ms
[2021-11-29 02:24:04 main:574] : INFO : Epoch 2032 | loss: 0.0311452 | val_loss: 0.0311668 | Time: 2216.79 ms
[2021-11-29 02:24:06 main:574] : INFO : Epoch 2033 | loss: 0.0311443 | val_loss: 0.0311675 | Time: 2203.7 ms
[2021-11-29 02:24:08 main:574] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.0311638 | Time: 2251.8 ms
[2021-11-29 02:24:10 main:574] : INFO : Epoch 2035 | loss: 0.0311468 | val_loss: 0.031169 | Time: 2235.13 ms
[2021-11-29 02:24:13 main:574] : INFO : Epoch 2036 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 2249.71 ms
[2021-11-29 02:24:15 main:574] : INFO : Epoch 2037 | loss: 0.0311439 | val_loss: 0.0311673 | Time: 2202.8 ms
[2021-11-29 02:24:17 main:574] : INFO : Epoch 2038 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 2222.13 ms
[2021-11-29 02:24:19 main:574] : INFO : Epoch 2039 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 2197.55 ms
[2021-11-29 02:24:21 main:574] : INFO : Epoch 2040 | loss: 0.0311444 | val_loss: 0.0311679 | Time: 2218.37 ms
[2021-11-29 02:24:24 main:574] : INFO : Epoch 2041 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 2219.11 ms
[2021-11-29 02:24:26 main:574] : INFO : Epoch 2042 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 2235.84 ms
[2021-11-29 02:24:28 main:574] : INFO : Epoch 2043 | loss: 0.031144 | val_loss: 0.0311648 | Time: 2187.45 ms
[2021-11-29 02:24:30 main:574] : INFO : Epoch 2044 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 2199.88 ms
[2021-11-29 02:24:32 main:574] : INFO : Epoch 2045 | loss: 0.0311453 | val_loss: 0.0311667 | Time: 2219.25 ms
[2021-11-29 02:24:35 main:574] : INFO : Epoch 2046 | loss: 0.0311434 | val_loss: 0.0311642 | Time: 2231.25 ms
[2021-11-29 02:24:37 main:574] : INFO : Epoch 2047 | loss: 0.0311446 | val_loss: 0.03117 | Time: 2220.19 ms
[2021-11-29 02:24:39 main:574] : INFO : Epoch 2048 | loss: 0.0311456 | val_loss: 0.0311712 | Time: 2186.98 ms
[2021-11-29 02:24:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311712
[2021-11-29 02:24:39 main:603] : INFO : Saving end state to config to file
[2021-11-29 02:24:39 main:608] : INFO : Success, exiting..
02:24:39 (4760): 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)