Task 9125917
| Name | ParityModified-1636177826-21804-2-0_0 |
| Workunit | 6567508 |
| Created | 23 Nov 2021, 5:11:50 UTC |
| Sent | 28 Nov 2021, 15:16:04 UTC |
| Report deadline | 6 Dec 2021, 15:16:04 UTC |
| Received | 29 Nov 2021, 6:29:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 3 sec |
| CPU time | 1 hours 15 min 17 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 | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 2196.43 ms [2021-11-29 07:10:05 main:574] : INFO : Epoch 1543 | loss: 0.031153 | val_loss: 0.0311714 | Time: 2241.08 ms [2021-11-29 07:10:07 main:574] : INFO : Epoch 1544 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2248.21 ms [2021-11-29 07:10:09 main:574] : INFO : Epoch 1545 | loss: 0.031156 | val_loss: 0.0311723 | Time: 2242.31 ms [2021-11-29 07:10:11 main:574] : INFO : Epoch 1546 | loss: 0.0311542 | val_loss: 0.031174 | Time: 2212.21 ms [2021-11-29 07:10:14 main:574] : INFO : Epoch 1547 | loss: 0.0311529 | val_loss: 0.0311701 | Time: 2243.93 ms [2021-11-29 07:10:16 main:574] : INFO : Epoch 1548 | loss: 0.0311524 | val_loss: 0.0311729 | Time: 2210.58 ms [2021-11-29 07:10:18 main:574] : INFO : Epoch 1549 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 2216.82 ms [2021-11-29 07:10:20 main:574] : INFO : Epoch 1550 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 2233.01 ms [2021-11-29 07:10:23 main:574] : INFO : Epoch 1551 | loss: 0.0311541 | val_loss: 0.031177 | Time: 2250.32 ms [2021-11-29 07:10:25 main:574] : INFO : Epoch 1552 | loss: 0.0311515 | val_loss: 0.031169 | Time: 2231.16 ms [2021-11-29 07:10:27 main:574] : INFO : Epoch 1553 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 2223.42 ms [2021-11-29 07:10:29 main:574] : INFO : Epoch 1554 | loss: 0.0311535 | val_loss: 0.0311775 | Time: 2230.93 ms [2021-11-29 07:10:31 main:574] : INFO : Epoch 1555 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 2229.04 ms [2021-11-29 07:10:34 main:574] : INFO : Epoch 1556 | loss: 0.0311505 | val_loss: 0.0311702 | Time: 2223.28 ms [2021-11-29 07:10:36 main:574] : INFO : Epoch 1557 | loss: 0.0311494 | val_loss: 0.0311736 | Time: 2250.84 ms [2021-11-29 07:10:38 main:574] : INFO : Epoch 1558 | loss: 0.0311551 | val_loss: 0.0311831 | Time: 2227.18 ms [2021-11-29 07:10:40 main:574] : INFO : Epoch 1559 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 2232.2 ms [2021-11-29 07:10:43 main:574] : INFO : Epoch 1560 | loss: 0.0311509 | val_loss: 0.0311734 | Time: 2219.8 ms [2021-11-29 07:10:45 main:574] : INFO : Epoch 1561 | loss: 0.0311516 | val_loss: 0.0311714 | Time: 2244.03 ms [2021-11-29 07:10:47 main:574] : INFO : Epoch 1562 | loss: 0.0311508 | val_loss: 0.0311746 | Time: 2252.69 ms [2021-11-29 07:10:49 main:574] : INFO : Epoch 1563 | loss: 0.0311517 | val_loss: 0.0311761 | Time: 2234.48 ms [2021-11-29 07:10:52 main:574] : INFO : Epoch 1564 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 2221.41 ms [2021-11-29 07:10:54 main:574] : INFO : Epoch 1565 | loss: 0.0311506 | val_loss: 0.0311719 | Time: 2223.19 ms [2021-11-29 07:10:56 main:574] : INFO : Epoch 1566 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 2222.34 ms [2021-11-29 07:10:58 main:574] : INFO : Epoch 1567 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 2225.41 ms [2021-11-29 07:11:01 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 2226.93 ms [2021-11-29 07:11:03 main:574] : INFO : Epoch 1569 | loss: 0.031154 | val_loss: 0.0311764 | Time: 2215.61 ms [2021-11-29 07:11:05 main:574] : INFO : Epoch 1570 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 2227.2 ms [2021-11-29 07:11:07 main:574] : INFO : Epoch 1571 | loss: 0.0311597 | val_loss: 0.0311767 | Time: 2213.63 ms [2021-11-29 07:11:09 main:574] : INFO : Epoch 1572 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 2227.82 ms [2021-11-29 07:11:12 main:574] : INFO : Epoch 1573 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 2211.27 ms [2021-11-29 07:11:14 main:574] : INFO : Epoch 1574 | loss: 0.031152 | val_loss: 0.0311692 | Time: 2217.4 ms [2021-11-29 07:11:16 main:574] : INFO : Epoch 1575 | loss: 0.0311494 | val_loss: 0.0311738 | Time: 2236.11 ms [2021-11-29 07:11:18 main:574] : INFO : Epoch 1576 | loss: 0.031153 | val_loss: 0.0311712 | Time: 2256.31 ms [2021-11-29 07:11:21 main:574] : INFO : Epoch 1577 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 2200.23 ms [2021-11-29 07:11:23 main:574] : INFO : Epoch 1578 | loss: 0.031151 | val_loss: 0.0311687 | Time: 2240.37 ms [2021-11-29 07:11:25 main:574] : INFO : Epoch 1579 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 2223.6 ms [2021-11-29 07:11:27 main:574] : INFO : Epoch 1580 | loss: 0.0311507 | val_loss: 0.0311766 | Time: 2225.1 ms [2021-11-29 07:11:29 main:574] : INFO : Epoch 1581 | loss: 0.0311555 | val_loss: 0.0311824 | Time: 2237.98 ms [2021-11-29 07:11:32 main:574] : INFO : Epoch 1582 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 2217.26 ms [2021-11-29 07:11:34 main:574] : INFO : Epoch 1583 | loss: 0.0311488 | val_loss: 0.0311784 | Time: 2191.67 ms [2021-11-29 07:11:36 main:574] : INFO : Epoch 1584 | loss: 0.0311536 | val_loss: 0.0311722 | Time: 2233.99 ms [2021-11-29 07:11:38 main:574] : INFO : Epoch 1585 | loss: 0.0311523 | val_loss: 0.0311753 | Time: 2210.52 ms [2021-11-29 07:11:41 main:574] : INFO : Epoch 1586 | loss: 0.0311514 | val_loss: 0.031169 | Time: 2211.04 ms [2021-11-29 07:11:43 main:574] : INFO : Epoch 1587 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2221.96 ms [2021-11-29 07:11:45 main:574] : INFO : Epoch 1588 | loss: 0.0311476 | val_loss: 0.0311759 | Time: 2194.9 ms [2021-11-29 07:11:47 main:574] : INFO : Epoch 1589 | loss: 0.0311494 | val_loss: 0.0311706 | Time: 2236.19 ms [2021-11-29 07:11:49 main:574] : INFO : Epoch 1590 | loss: 0.0311496 | val_loss: 0.0311722 | Time: 2238.95 ms [2021-11-29 07:11:52 main:574] : INFO : Epoch 1591 | loss: 0.0311473 | val_loss: 0.0311713 | Time: 2225.23 ms [2021-11-29 07:11:54 main:574] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311832 | Time: 2211.52 ms [2021-11-29 07:11:56 main:574] : INFO : Epoch 1593 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2223.14 ms [2021-11-29 07:11:58 main:574] : INFO : Epoch 1594 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2220.25 ms [2021-11-29 07:12:01 main:574] : INFO : Epoch 1595 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 2233.01 ms [2021-11-29 07:12:03 main:574] : INFO : Epoch 1596 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 2222.81 ms [2021-11-29 07:12:05 main:574] : INFO : Epoch 1597 | loss: 0.0311527 | val_loss: 0.0311792 | Time: 2230.77 ms [2021-11-29 07:12:07 main:574] : INFO : Epoch 1598 | loss: 0.0311494 | val_loss: 0.0311704 | Time: 2260.68 ms [2021-11-29 07:12:10 main:574] : INFO : Epoch 1599 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 2257.24 ms [2021-11-29 07:12:12 main:574] : INFO : Epoch 1600 | loss: 0.0311512 | val_loss: 0.0311698 | Time: 2237.04 ms [2021-11-29 07:12:14 main:574] : INFO : Epoch 1601 | loss: 0.031152 | val_loss: 0.0311715 | Time: 2231.64 ms [2021-11-29 07:12:16 main:574] : INFO : Epoch 1602 | loss: 0.0311479 | val_loss: 0.0311672 | Time: 2268.99 ms [2021-11-29 07:12:19 main:574] : INFO : Epoch 1603 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 2231.43 ms [2021-11-29 07:12:21 main:574] : INFO : Epoch 1604 | loss: 0.0311485 | val_loss: 0.0311806 | Time: 2264.3 ms [2021-11-29 07:12:23 main:574] : INFO : Epoch 1605 | loss: 0.0311506 | val_loss: 0.0311702 | Time: 2217.52 ms [2021-11-29 07:12:25 main:574] : INFO : Epoch 1606 | loss: 0.0311493 | val_loss: 0.0311703 | Time: 2228.92 ms [2021-11-29 07:12:28 main:574] : INFO : Epoch 1607 | loss: 0.0311499 | val_loss: 0.0311717 | Time: 2249.35 ms [2021-11-29 07:12:30 main:574] : INFO : Epoch 1608 | loss: 0.0311537 | val_loss: 0.0311783 | Time: 2225 ms [2021-11-29 07:12:32 main:574] : INFO : Epoch 1609 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 2241.03 ms [2021-11-29 07:12:34 main:574] : INFO : Epoch 1610 | loss: 0.0311507 | val_loss: 0.0311744 | Time: 2249.88 ms [2021-11-29 07:12:36 main:574] : INFO : Epoch 1611 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 2227.76 ms [2021-11-29 07:12:39 main:574] : INFO : Epoch 1612 | loss: 0.0311461 | val_loss: 0.0311736 | Time: 2229.23 ms [2021-11-29 07:12:41 main:574] : INFO : Epoch 1613 | loss: 0.0311467 | val_loss: 0.0311736 | Time: 2241.57 ms [2021-11-29 07:12:43 main:574] : INFO : Epoch 1614 | loss: 0.0311478 | val_loss: 0.0311735 | Time: 2238.95 ms [2021-11-29 07:12:45 main:574] : INFO : Epoch 1615 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 2236.39 ms [2021-11-29 07:12:48 main:574] : INFO : Epoch 1616 | loss: 0.0311503 | val_loss: 0.0311754 | Time: 2240.91 ms [2021-11-29 07:12:50 main:574] : INFO : Epoch 1617 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 2216.03 ms [2021-11-29 07:12:52 main:574] : INFO : Epoch 1618 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 2267.45 ms [2021-11-29 07:12:54 main:574] : INFO : Epoch 1619 | loss: 0.0311705 | val_loss: 0.0311738 | Time: 2183.89 ms [2021-11-29 07:12:57 main:574] : INFO : Epoch 1620 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 2240.6 ms [2021-11-29 07:12:59 main:574] : INFO : Epoch 1621 | loss: 0.0311734 | val_loss: 0.031182 | Time: 2211.97 ms [2021-11-29 07:13:01 main:574] : INFO : Epoch 1622 | loss: 0.0311815 | val_loss: 0.0311825 | Time: 2254.1 ms [2021-11-29 07:13:03 main:574] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 2217.69 ms [2021-11-29 07:13:05 main:574] : INFO : Epoch 1624 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2185.09 ms [2021-11-29 07:13:08 main:574] : INFO : Epoch 1625 | loss: 0.031173 | val_loss: 0.0311755 | Time: 2226.14 ms [2021-11-29 07:13:10 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 2198.18 ms [2021-11-29 07:13:12 main:574] : INFO : Epoch 1627 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 2236.66 ms [2021-11-29 07:13:14 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 2241.33 ms [2021-11-29 07:13:17 main:574] : INFO : Epoch 1629 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 2211.84 ms [2021-11-29 07:13:19 main:574] : INFO : Epoch 1630 | loss: 0.0311697 | val_loss: 0.031174 | Time: 2219.07 ms [2021-11-29 07:13:21 main:574] : INFO : Epoch 1631 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2212.83 ms [2021-11-29 07:13:23 main:574] : INFO : Epoch 1632 | loss: 0.031169 | val_loss: 0.0311736 | Time: 2202.56 ms [2021-11-29 07:13:25 main:574] : INFO : Epoch 1633 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 2202.33 ms [2021-11-29 07:13:28 main:574] : INFO : Epoch 1634 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 2214.15 ms [2021-11-29 07:13:30 main:574] : INFO : Epoch 1635 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 2231.08 ms [2021-11-29 07:13:32 main:574] : INFO : Epoch 1636 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 2243.08 ms [2021-11-29 07:13:34 main:574] : INFO : Epoch 1637 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 2235.99 ms [2021-11-29 07:13:37 main:574] : INFO : Epoch 1638 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 2222.36 ms [2021-11-29 07:13:39 main:574] : INFO : Epoch 1639 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 2233.76 ms [2021-11-29 07:13:41 main:574] : INFO : Epoch 1640 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 2229.64 ms [2021-11-29 07:13:43 main:574] : INFO : Epoch 1641 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 2204.63 ms [2021-11-29 07:13:46 main:574] : INFO : Epoch 1642 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 2223.55 ms [2021-11-29 07:13:48 main:574] : INFO : Epoch 1643 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 2233.79 ms [2021-11-29 07:13:50 main:574] : INFO : Epoch 1644 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 2229.92 ms [2021-11-29 07:13:52 main:574] : INFO : Epoch 1645 | loss: 0.0311652 | val_loss: 0.0311744 | Time: 2217.39 ms [2021-11-29 07:13:54 main:574] : INFO : Epoch 1646 | loss: 0.0311636 | val_loss: 0.031172 | Time: 2234.93 ms [2021-11-29 07:13:57 main:574] : INFO : Epoch 1647 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 2210.55 ms [2021-11-29 07:13:59 main:574] : INFO : Epoch 1648 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 2234.3 ms [2021-11-29 07:14:01 main:574] : INFO : Epoch 1649 | loss: 0.0311707 | val_loss: 0.0311952 | Time: 2243.17 ms [2021-11-29 07:14:03 main:574] : INFO : Epoch 1650 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 2224.83 ms [2021-11-29 07:14:06 main:574] : INFO : Epoch 1651 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 2232.75 ms [2021-11-29 07:14:08 main:574] : INFO : Epoch 1652 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 2236.21 ms [2021-11-29 07:14:10 main:574] : INFO : Epoch 1653 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 2236.53 ms [2021-11-29 07:14:12 main:574] : INFO : Epoch 1654 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 2261.94 ms [2021-11-29 07:14:15 main:574] : INFO : Epoch 1655 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2219.14 ms [2021-11-29 07:14:17 main:574] : INFO : Epoch 1656 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 2239.4 ms [2021-11-29 07:14:19 main:574] : INFO : Epoch 1657 | loss: 0.0311602 | val_loss: 0.0311763 | Time: 2225.83 ms [2021-11-29 07:14:21 main:574] : INFO : Epoch 1658 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2224.22 ms [2021-11-29 07:14:24 main:574] : INFO : Epoch 1659 | loss: 0.0311637 | val_loss: 0.0311739 | Time: 2230.97 ms [2021-11-29 07:14:26 main:574] : INFO : Epoch 1660 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 2235.22 ms [2021-11-29 07:14:28 main:574] : INFO : Epoch 1661 | loss: 0.0311653 | val_loss: 0.0311774 | Time: 2226.7 ms [2021-11-29 07:14:30 main:574] : INFO : Epoch 1662 | loss: 0.0311673 | val_loss: 0.031188 | Time: 2233.95 ms [2021-11-29 07:14:32 main:574] : INFO : Epoch 1663 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2210.71 ms [2021-11-29 07:14:35 main:574] : INFO : Epoch 1664 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 2208.85 ms [2021-11-29 07:14:37 main:574] : INFO : Epoch 1665 | loss: 0.0311595 | val_loss: 0.0311786 | Time: 2235.77 ms [2021-11-29 07:14:39 main:574] : INFO : Epoch 1666 | loss: 0.0311612 | val_loss: 0.0311756 | Time: 2252.28 ms [2021-11-29 07:14:41 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2226.02 ms [2021-11-29 07:14:44 main:574] : INFO : Epoch 1668 | loss: 0.031161 | val_loss: 0.0311774 | Time: 2230.59 ms [2021-11-29 07:14:46 main:574] : INFO : Epoch 1669 | loss: 0.03116 | val_loss: 0.0311751 | Time: 2205.09 ms [2021-11-29 07:14:48 main:574] : INFO : Epoch 1670 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 2245.16 ms [2021-11-29 07:14:50 main:574] : INFO : Epoch 1671 | loss: 0.0311586 | val_loss: 0.0311731 | Time: 2228.87 ms [2021-11-29 07:14:53 main:574] : INFO : Epoch 1672 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 2211.89 ms [2021-11-29 07:14:55 main:574] : INFO : Epoch 1673 | loss: 0.0311606 | val_loss: 0.031172 | Time: 2202.48 ms [2021-11-29 07:14:57 main:574] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.031173 | Time: 2206.64 ms [2021-11-29 07:14:59 main:574] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 2210.57 ms [2021-11-29 07:15:01 main:574] : INFO : Epoch 1676 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 2212.37 ms [2021-11-29 07:15:04 main:574] : INFO : Epoch 1677 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 2243.15 ms [2021-11-29 07:15:06 main:574] : INFO : Epoch 1678 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 2252.37 ms [2021-11-29 07:15:08 main:574] : INFO : Epoch 1679 | loss: 0.031162 | val_loss: 0.0311724 | Time: 2261.09 ms [2021-11-29 07:15:10 main:574] : INFO : Epoch 1680 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 2216.5 ms [2021-11-29 07:15:13 main:574] : INFO : Epoch 1681 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 2244.57 ms [2021-11-29 07:15:15 main:574] : INFO : Epoch 1682 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 2248.96 ms [2021-11-29 07:15:17 main:574] : INFO : Epoch 1683 | loss: 0.0311627 | val_loss: 0.0311783 | Time: 2212.71 ms [2021-11-29 07:15:19 main:574] : INFO : Epoch 1684 | loss: 0.0311585 | val_loss: 0.0311711 | Time: 2239.47 ms [2021-11-29 07:15:22 main:574] : INFO : Epoch 1685 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 2238.17 ms [2021-11-29 07:15:24 main:574] : INFO : Epoch 1686 | loss: 0.0311618 | val_loss: 0.0311756 | Time: 2233.28 ms [2021-11-29 07:15:26 main:574] : INFO : Epoch 1687 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 2243.17 ms [2021-11-29 07:15:28 main:574] : INFO : Epoch 1688 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2215.13 ms [2021-11-29 07:15:30 main:574] : INFO : Epoch 1689 | loss: 0.031161 | val_loss: 0.0311712 | Time: 2190.39 ms [2021-11-29 07:15:33 main:574] : INFO : Epoch 1690 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 2226.79 ms [2021-11-29 07:15:35 main:574] : INFO : Epoch 1691 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2229.71 ms [2021-11-29 07:15:37 main:574] : INFO : Epoch 1692 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 2199.33 ms [2021-11-29 07:15:39 main:574] : INFO : Epoch 1693 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 2258.01 ms [2021-11-29 07:15:42 main:574] : INFO : Epoch 1694 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 2216.33 ms [2021-11-29 07:15:44 main:574] : INFO : Epoch 1695 | loss: 0.0311585 | val_loss: 0.031174 | Time: 2234.28 ms [2021-11-29 07:15:46 main:574] : INFO : Epoch 1696 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 2233.69 ms [2021-11-29 07:15:48 main:574] : INFO : Epoch 1697 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 2227.12 ms [2021-11-29 07:15:51 main:574] : INFO : Epoch 1698 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 2256.88 ms [2021-11-29 07:15:53 main:574] : INFO : Epoch 1699 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2218.92 ms [2021-11-29 07:15:55 main:574] : INFO : Epoch 1700 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2254.38 ms [2021-11-29 07:15:57 main:574] : INFO : Epoch 1701 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 2231.83 ms [2021-11-29 07:16:00 main:574] : INFO : Epoch 1702 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 2245.85 ms [2021-11-29 07:16:02 main:574] : INFO : Epoch 1703 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 2231.96 ms [2021-11-29 07:16:04 main:574] : INFO : Epoch 1704 | loss: 0.0311605 | val_loss: 0.0311787 | Time: 2246.18 ms [2021-11-29 07:16:06 main:574] : INFO : Epoch 1705 | loss: 0.0311571 | val_loss: 0.0311696 | Time: 2248.25 ms [2021-11-29 07:16:08 main:574] : INFO : Epoch 1706 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 2227.93 ms [2021-11-29 07:16:11 main:574] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 2251.48 ms [2021-11-29 07:16:13 main:574] : INFO : Epoch 1708 | loss: 0.0311602 | val_loss: 0.031172 | Time: 2206.63 ms [2021-11-29 07:16:15 main:574] : INFO : Epoch 1709 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 2266.05 ms [2021-11-29 07:16:17 main:574] : INFO : Epoch 1710 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2224.63 ms [2021-11-29 07:16:20 main:574] : INFO : Epoch 1711 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 2231.26 ms [2021-11-29 07:16:22 main:574] : INFO : Epoch 1712 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 2226.5 ms [2021-11-29 07:16:24 main:574] : INFO : Epoch 1713 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 2201.45 ms [2021-11-29 07:16:26 main:574] : INFO : Epoch 1714 | loss: 0.0311564 | val_loss: 0.03117 | Time: 2223.71 ms [2021-11-29 07:16:29 main:574] : INFO : Epoch 1715 | loss: 0.0311587 | val_loss: 0.031169 | Time: 2218.53 ms [2021-11-29 07:16:31 main:574] : INFO : Epoch 1716 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 2203.46 ms [2021-11-29 07:16:33 main:574] : INFO : Epoch 1717 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2210.04 ms [2021-11-29 07:16:35 main:574] : INFO : Epoch 1718 | loss: 0.0311577 | val_loss: 0.0311678 | Time: 2219.96 ms [2021-11-29 07:16:37 main:574] : INFO : Epoch 1719 | loss: 0.0311579 | val_loss: 0.0311773 | Time: 2228.89 ms [2021-11-29 07:16:40 main:574] : INFO : Epoch 1720 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2233.51 ms [2021-11-29 07:16:42 main:574] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 2267.32 ms [2021-11-29 07:16:44 main:574] : INFO : Epoch 1722 | loss: 0.0311577 | val_loss: 0.0311699 | Time: 2220.58 ms [2021-11-29 07:16:46 main:574] : INFO : Epoch 1723 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 2237.24 ms [2021-11-29 07:16:49 main:574] : INFO : Epoch 1724 | loss: 0.031157 | val_loss: 0.0311733 | Time: 2230.08 ms [2021-11-29 07:16:51 main:574] : INFO : Epoch 1725 | loss: 0.0311584 | val_loss: 0.0311761 | Time: 2245.63 ms [2021-11-29 07:16:53 main:574] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.0311702 | Time: 2193.44 ms [2021-11-29 07:16:55 main:574] : INFO : Epoch 1727 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 2217.44 ms [2021-11-29 07:16:58 main:574] : INFO : Epoch 1728 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 2188.81 ms [2021-11-29 07:17:00 main:574] : INFO : Epoch 1729 | loss: 0.0311534 | val_loss: 0.031167 | Time: 2262.77 ms [2021-11-29 07:17:02 main:574] : INFO : Epoch 1730 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 2217.11 ms [2021-11-29 07:17:04 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2252.95 ms [2021-11-29 07:17:06 main:574] : INFO : Epoch 1732 | loss: 0.0311573 | val_loss: 0.031168 | Time: 2224.3 ms [2021-11-29 07:17:09 main:574] : INFO : Epoch 1733 | loss: 0.03116 | val_loss: 0.0311668 | Time: 2258.77 ms [2021-11-29 07:17:11 main:574] : INFO : Epoch 1734 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 2216.36 ms [2021-11-29 07:17:13 main:574] : INFO : Epoch 1735 | loss: 0.0311556 | val_loss: 0.0311656 | Time: 2244.89 ms [2021-11-29 07:17:15 main:574] : INFO : Epoch 1736 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 2225.56 ms [2021-11-29 07:17:18 main:574] : INFO : Epoch 1737 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 2237.33 ms [2021-11-29 07:17:20 main:574] : INFO : Epoch 1738 | loss: 0.0311566 | val_loss: 0.0311654 | Time: 2211.95 ms [2021-11-29 07:17:22 main:574] : INFO : Epoch 1739 | loss: 0.031155 | val_loss: 0.0311653 | Time: 2252.65 ms [2021-11-29 07:17:24 main:574] : INFO : Epoch 1740 | loss: 0.0311557 | val_loss: 0.0311725 | Time: 2224.86 ms [2021-11-29 07:17:27 main:574] : INFO : Epoch 1741 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 2208.99 ms [2021-11-29 07:17:29 main:574] : INFO : Epoch 1742 | loss: 0.0311548 | val_loss: 0.0311668 | Time: 2227.59 ms [2021-11-29 07:17:31 main:574] : INFO : Epoch 1743 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 2211.62 ms [2021-11-29 07:17:33 main:574] : INFO : Epoch 1744 | loss: 0.0311529 | val_loss: 0.0311671 | Time: 2243 ms [2021-11-29 07:17:35 main:574] : INFO : Epoch 1745 | loss: 0.0311516 | val_loss: 0.0311641 | Time: 2193 ms [2021-11-29 07:17:38 main:574] : INFO : Epoch 1746 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2239.78 ms [2021-11-29 07:17:40 main:574] : INFO : Epoch 1747 | loss: 0.0311544 | val_loss: 0.0311639 | Time: 2243.3 ms [2021-11-29 07:17:42 main:574] : INFO : Epoch 1748 | loss: 0.031151 | val_loss: 0.0311665 | Time: 2230.73 ms [2021-11-29 07:17:44 main:574] : INFO : Epoch 1749 | loss: 0.0311557 | val_loss: 0.031166 | Time: 2241.82 ms [2021-11-29 07:17:47 main:574] : INFO : Epoch 1750 | loss: 0.0311531 | val_loss: 0.0311671 | Time: 2219.04 ms [2021-11-29 07:17:49 main:574] : INFO : Epoch 1751 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 2207.29 ms [2021-11-29 07:17:51 main:574] : INFO : Epoch 1752 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 2225.83 ms [2021-11-29 07:17:53 main:574] : INFO : Epoch 1753 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 2242.15 ms [2021-11-29 07:17:56 main:574] : INFO : Epoch 1754 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 2246.83 ms [2021-11-29 07:17:58 main:574] : INFO : Epoch 1755 | loss: 0.0311604 | val_loss: 0.0311824 | Time: 2206.82 ms [2021-11-29 07:18:00 main:574] : INFO : Epoch 1756 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 2222.15 ms [2021-11-29 07:18:02 main:574] : INFO : Epoch 1757 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 2207.06 ms [2021-11-29 07:18:04 main:574] : INFO : Epoch 1758 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 2235.88 ms [2021-11-29 07:18:07 main:574] : INFO : Epoch 1759 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 2257.1 ms [2021-11-29 07:18:09 main:574] : INFO : Epoch 1760 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 2230.57 ms [2021-11-29 07:18:11 main:574] : INFO : Epoch 1761 | loss: 0.0311636 | val_loss: 0.031174 | Time: 2235.66 ms [2021-11-29 07:18:13 main:574] : INFO : Epoch 1762 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 2241.89 ms [2021-11-29 07:18:16 main:574] : INFO : Epoch 1763 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 2232.69 ms [2021-11-29 07:18:18 main:574] : INFO : Epoch 1764 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 2232.1 ms [2021-11-29 07:18:20 main:574] : INFO : Epoch 1765 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 2225.83 ms [2021-11-29 07:18:22 main:574] : INFO : Epoch 1766 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 2218.88 ms [2021-11-29 07:18:25 main:574] : INFO : Epoch 1767 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 2229.86 ms [2021-11-29 07:18:27 main:574] : INFO : Epoch 1768 | loss: 0.0311593 | val_loss: 0.0311681 | Time: 2238.19 ms [2021-11-29 07:18:29 main:574] : INFO : Epoch 1769 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 2214.14 ms [2021-11-29 07:18:31 main:574] : INFO : Epoch 1770 | loss: 0.0311621 | val_loss: 0.0311652 | Time: 2214.32 ms [2021-11-29 07:18:34 main:574] : INFO : Epoch 1771 | loss: 0.031161 | val_loss: 0.0311654 | Time: 2228.19 ms [2021-11-29 07:18:36 main:574] : INFO : Epoch 1772 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 2215.3 ms [2021-11-29 07:18:38 main:574] : INFO : Epoch 1773 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2208.69 ms [2021-11-29 07:18:40 main:574] : INFO : Epoch 1774 | loss: 0.0311639 | val_loss: 0.0311697 | Time: 2214.69 ms [2021-11-29 07:18:42 main:574] : INFO : Epoch 1775 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 2234.83 ms [2021-11-29 07:18:45 main:574] : INFO : Epoch 1776 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 2225.4 ms [2021-11-29 07:18:47 main:574] : INFO : Epoch 1777 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 2207.07 ms [2021-11-29 07:18:49 main:574] : INFO : Epoch 1778 | loss: 0.0311614 | val_loss: 0.031173 | Time: 2223.95 ms [2021-11-29 07:18:51 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 2205.35 ms [2021-11-29 07:18:54 main:574] : INFO : Epoch 1780 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 2253.94 ms [2021-11-29 07:18:56 main:574] : INFO : Epoch 1781 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2202.05 ms [2021-11-29 07:18:58 main:574] : INFO : Epoch 1782 | loss: 0.031157 | val_loss: 0.0311663 | Time: 2241.41 ms [2021-11-29 07:19:00 main:574] : INFO : Epoch 1783 | loss: 0.031157 | val_loss: 0.0311661 | Time: 2359.46 ms [2021-11-29 07:19:03 main:574] : INFO : Epoch 1784 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2217.56 ms [2021-11-29 07:19:05 main:574] : INFO : Epoch 1785 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 2212.02 ms [2021-11-29 07:19:07 main:574] : INFO : Epoch 1786 | loss: 0.0311583 | val_loss: 0.0311691 | Time: 2225.24 ms [2021-11-29 07:19:09 main:574] : INFO : Epoch 1787 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2216.64 ms [2021-11-29 07:19:11 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 2249.67 ms [2021-11-29 07:19:14 main:574] : INFO : Epoch 1789 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 2211.89 ms [2021-11-29 07:19:16 main:574] : INFO : Epoch 1790 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 2210.1 ms [2021-11-29 07:19:18 main:574] : INFO : Epoch 1791 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 2247.67 ms [2021-11-29 07:19:20 main:574] : INFO : Epoch 1792 | loss: 0.0311545 | val_loss: 0.0311649 | Time: 2206.96 ms [2021-11-29 07:19:23 main:574] : INFO : Epoch 1793 | loss: 0.031154 | val_loss: 0.0311685 | Time: 2224.28 ms [2021-11-29 07:19:25 main:574] : INFO : Epoch 1794 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 2211.99 ms [2021-11-29 07:19:27 main:574] : INFO : Epoch 1795 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2260.22 ms [2021-11-29 07:19:29 main:574] : INFO : Epoch 1796 | loss: 0.0311605 | val_loss: 0.031169 | Time: 2207.43 ms [2021-11-29 07:19:32 main:574] : INFO : Epoch 1797 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 2243.05 ms [2021-11-29 07:19:34 main:574] : INFO : Epoch 1798 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 2200.62 ms [2021-11-29 07:19:36 main:574] : INFO : Epoch 1799 | loss: 0.0311527 | val_loss: 0.0311688 | Time: 2221.63 ms [2021-11-29 07:19:38 main:574] : INFO : Epoch 1800 | loss: 0.0311526 | val_loss: 0.0311752 | Time: 2223.67 ms [2021-11-29 07:19:40 main:574] : INFO : Epoch 1801 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 2224.58 ms [2021-11-29 07:19:43 main:574] : INFO : Epoch 1802 | loss: 0.0311526 | val_loss: 0.0311678 | Time: 2249.08 ms [2021-11-29 07:19:45 main:574] : INFO : Epoch 1803 | loss: 0.031152 | val_loss: 0.0311733 | Time: 2229.98 ms [2021-11-29 07:19:47 main:574] : INFO : Epoch 1804 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 2238.01 ms [2021-11-29 07:19:49 main:574] : INFO : Epoch 1805 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 2213.68 ms [2021-11-29 07:19:52 main:574] : INFO : Epoch 1806 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 2212.2 ms [2021-11-29 07:19:54 main:574] : INFO : Epoch 1807 | loss: 0.0311525 | val_loss: 0.0311732 | Time: 2194.86 ms [2021-11-29 07:19:56 main:574] : INFO : Epoch 1808 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 2207.01 ms [2021-11-29 07:19:58 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311684 | Time: 2223.56 ms [2021-11-29 07:20:00 main:574] : INFO : Epoch 1810 | loss: 0.0311491 | val_loss: 0.0311679 | Time: 2236.26 ms [2021-11-29 07:20:03 main:574] : INFO : Epoch 1811 | loss: 0.0311491 | val_loss: 0.0311663 | Time: 2217.2 ms [2021-11-29 07:20:05 main:574] : INFO : Epoch 1812 | loss: 0.0311489 | val_loss: 0.0311714 | Time: 2220.75 ms [2021-11-29 07:20:07 main:574] : INFO : Epoch 1813 | loss: 0.0311506 | val_loss: 0.031167 | Time: 2231.53 ms [2021-11-29 07:20:09 main:574] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.0311699 | Time: 2218.65 ms [2021-11-29 07:20:12 main:574] : INFO : Epoch 1815 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 2269.79 ms [2021-11-29 07:20:14 main:574] : INFO : Epoch 1816 | loss: 0.0311476 | val_loss: 0.0311716 | Time: 2231.51 ms [2021-11-29 07:20:16 main:574] : INFO : Epoch 1817 | loss: 0.0311487 | val_loss: 0.0311681 | Time: 2259.92 ms [2021-11-29 07:20:18 main:574] : INFO : Epoch 1818 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 2223.97 ms [2021-11-29 07:20:21 main:574] : INFO : Epoch 1819 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 2216.58 ms [2021-11-29 07:20:23 main:574] : INFO : Epoch 1820 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 2254.4 ms [2021-11-29 07:20:25 main:574] : INFO : Epoch 1821 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 2240.79 ms [2021-11-29 07:20:27 main:574] : INFO : Epoch 1822 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 2230.88 ms [2021-11-29 07:20:30 main:574] : INFO : Epoch 1823 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 2216.37 ms [2021-11-29 07:20:32 main:574] : INFO : Epoch 1824 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 2220.46 ms [2021-11-29 07:20:34 main:574] : INFO : Epoch 1825 | loss: 0.0311522 | val_loss: 0.0311708 | Time: 2229.34 ms [2021-11-29 07:20:36 main:574] : INFO : Epoch 1826 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 2208.72 ms [2021-11-29 07:20:38 main:574] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 2248.22 ms [2021-11-29 07:20:41 main:574] : INFO : Epoch 1828 | loss: 0.0311507 | val_loss: 0.0311689 | Time: 2217.8 ms [2021-11-29 07:20:43 main:574] : INFO : Epoch 1829 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 2217.07 ms [2021-11-29 07:20:45 main:574] : INFO : Epoch 1830 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 2283.92 ms [2021-11-29 07:20:47 main:574] : INFO : Epoch 1831 | loss: 0.0311535 | val_loss: 0.031167 | Time: 2226.2 ms [2021-11-29 07:20:50 main:574] : INFO : Epoch 1832 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 2215.47 ms [2021-11-29 07:20:52 main:574] : INFO : Epoch 1833 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 2212.59 ms [2021-11-29 07:20:54 main:574] : INFO : Epoch 1834 | loss: 0.0311474 | val_loss: 0.0311715 | Time: 2220.39 ms [2021-11-29 07:20:56 main:574] : INFO : Epoch 1835 | loss: 0.0311516 | val_loss: 0.0311732 | Time: 2274.56 ms [2021-11-29 07:20:59 main:574] : INFO : Epoch 1836 | loss: 0.0311484 | val_loss: 0.0311699 | Time: 2217.74 ms [2021-11-29 07:21:01 main:574] : INFO : Epoch 1837 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 2198.02 ms [2021-11-29 07:21:03 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.0311678 | Time: 2227.27 ms [2021-11-29 07:21:05 main:574] : INFO : Epoch 1839 | loss: 0.0311504 | val_loss: 0.0311732 | Time: 2200.26 ms [2021-11-29 07:21:07 main:574] : INFO : Epoch 1840 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2245.87 ms [2021-11-29 07:21:10 main:574] : INFO : Epoch 1841 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 2200.26 ms [2021-11-29 07:21:12 main:574] : INFO : Epoch 1842 | loss: 0.0311535 | val_loss: 0.0311725 | Time: 2240.37 ms [2021-11-29 07:21:14 main:574] : INFO : Epoch 1843 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 2221.32 ms [2021-11-29 07:21:16 main:574] : INFO : Epoch 1844 | loss: 0.0311599 | val_loss: 0.0311706 | Time: 2253.28 ms [2021-11-29 07:21:19 main:574] : INFO : Epoch 1845 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 2216.81 ms [2021-11-29 07:21:21 main:574] : INFO : Epoch 1846 | loss: 0.0311539 | val_loss: 0.0311676 | Time: 2226.01 ms [2021-11-29 07:21:23 main:574] : INFO : Epoch 1847 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 2210.12 ms [2021-11-29 07:21:25 main:574] : INFO : Epoch 1848 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 2244.83 ms [2021-11-29 07:21:27 main:574] : INFO : Epoch 1849 | loss: 0.03115 | val_loss: 0.0311666 | Time: 2219.75 ms [2021-11-29 07:21:30 main:574] : INFO : Epoch 1850 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 2223.86 ms [2021-11-29 07:21:32 main:574] : INFO : Epoch 1851 | loss: 0.0311505 | val_loss: 0.0311675 | Time: 2203.06 ms [2021-11-29 07:21:34 main:574] : INFO : Epoch 1852 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 2243.45 ms [2021-11-29 07:21:36 main:574] : INFO : Epoch 1853 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 2227.95 ms [2021-11-29 07:21:39 main:574] : INFO : Epoch 1854 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 2223.2 ms [2021-11-29 07:21:41 main:574] : INFO : Epoch 1855 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 2224.53 ms [2021-11-29 07:21:43 main:574] : INFO : Epoch 1856 | loss: 0.031152 | val_loss: 0.031164 | Time: 2235.55 ms [2021-11-29 07:21:45 main:574] : INFO : Epoch 1857 | loss: 0.0311508 | val_loss: 0.0311719 | Time: 2205.01 ms [2021-11-29 07:21:48 main:574] : INFO : Epoch 1858 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 2245.38 ms [2021-11-29 07:21:50 main:574] : INFO : Epoch 1859 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 2218.11 ms [2021-11-29 07:21:52 main:574] : INFO : Epoch 1860 | loss: 0.0311527 | val_loss: 0.031168 | Time: 2200.8 ms [2021-11-29 07:21:54 main:574] : INFO : Epoch 1861 | loss: 0.0311535 | val_loss: 0.0311658 | Time: 2245.27 ms [2021-11-29 07:21:56 main:574] : INFO : Epoch 1862 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 2218.39 ms [2021-11-29 07:21:59 main:574] : INFO : Epoch 1863 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 2250.95 ms [2021-11-29 07:22:01 main:574] : INFO : Epoch 1864 | loss: 0.0311495 | val_loss: 0.0311663 | Time: 2207.48 ms [2021-11-29 07:22:03 main:574] : INFO : Epoch 1865 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 2233.51 ms [2021-11-29 07:22:05 main:574] : INFO : Epoch 1866 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 2228.49 ms [2021-11-29 07:22:08 main:574] : INFO : Epoch 1867 | loss: 0.0311514 | val_loss: 0.0311751 | Time: 2223.04 ms [2021-11-29 07:22:10 main:574] : INFO : Epoch 1868 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2230.28 ms [2021-11-29 07:22:12 main:574] : INFO : Epoch 1869 | loss: 0.031149 | val_loss: 0.0311654 | Time: 2211.37 ms [2021-11-29 07:22:14 main:574] : INFO : Epoch 1870 | loss: 0.0311495 | val_loss: 0.0311655 | Time: 2221.21 ms [2021-11-29 07:22:17 main:574] : INFO : Epoch 1871 | loss: 0.0311498 | val_loss: 0.0311683 | Time: 2219.51 ms [2021-11-29 07:22:19 main:574] : INFO : Epoch 1872 | loss: 0.0311506 | val_loss: 0.0311662 | Time: 2200.75 ms [2021-11-29 07:22:21 main:574] : INFO : Epoch 1873 | loss: 0.0311487 | val_loss: 0.031167 | Time: 2232.36 ms [2021-11-29 07:22:23 main:574] : INFO : Epoch 1874 | loss: 0.031148 | val_loss: 0.0311697 | Time: 2218.15 ms [2021-11-29 07:22:25 main:574] : INFO : Epoch 1875 | loss: 0.0311501 | val_loss: 0.0311647 | Time: 2198.61 ms [2021-11-29 07:22:28 main:574] : INFO : Epoch 1876 | loss: 0.0311521 | val_loss: 0.031169 | Time: 2232.36 ms [2021-11-29 07:22:30 main:574] : INFO : Epoch 1877 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 2220.05 ms [2021-11-29 07:22:32 main:574] : INFO : Epoch 1878 | loss: 0.0311492 | val_loss: 0.0311773 | Time: 2248.42 ms [2021-11-29 07:22:34 main:574] : INFO : Epoch 1879 | loss: 0.0311485 | val_loss: 0.031166 | Time: 2225.57 ms [2021-11-29 07:22:37 main:574] : INFO : Epoch 1880 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 2234.43 ms [2021-11-29 07:22:39 main:574] : INFO : Epoch 1881 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 2193.56 ms [2021-11-29 07:22:41 main:574] : INFO : Epoch 1882 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 2217.5 ms [2021-11-29 07:22:43 main:574] : INFO : Epoch 1883 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 2235.95 ms [2021-11-29 07:22:45 main:574] : INFO : Epoch 1884 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 2239.05 ms [2021-11-29 07:22:48 main:574] : INFO : Epoch 1885 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 2221.64 ms [2021-11-29 07:22:50 main:574] : INFO : Epoch 1886 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 2244.11 ms [2021-11-29 07:22:52 main:574] : INFO : Epoch 1887 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 2198.53 ms [2021-11-29 07:22:54 main:574] : INFO : Epoch 1888 | loss: 0.0311463 | val_loss: 0.0311662 | Time: 2207.99 ms [2021-11-29 07:22:57 main:574] : INFO : Epoch 1889 | loss: 0.031145 | val_loss: 0.0311651 | Time: 2202.02 ms [2021-11-29 07:22:59 main:574] : INFO : Epoch 1890 | loss: 0.0311455 | val_loss: 0.0311683 | Time: 2231.62 ms [2021-11-29 07:23:01 main:574] : INFO : Epoch 1891 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 2218.59 ms [2021-11-29 07:23:03 main:574] : INFO : Epoch 1892 | loss: 0.03115 | val_loss: 0.0311683 | Time: 2215.29 ms [2021-11-29 07:23:05 main:574] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.031167 | Time: 2217.14 ms [2021-11-29 07:23:08 main:574] : INFO : Epoch 1894 | loss: 0.0311465 | val_loss: 0.0311653 | Time: 2212.59 ms [2021-11-29 07:23:10 main:574] : INFO : Epoch 1895 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 2231.92 ms [2021-11-29 07:23:12 main:574] : INFO : Epoch 1896 | loss: 0.0311439 | val_loss: 0.0311707 | Time: 2210.51 ms [2021-11-29 07:23:14 main:574] : INFO : Epoch 1897 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 2224.9 ms [2021-11-29 07:23:17 main:574] : INFO : Epoch 1898 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 2230.43 ms [2021-11-29 07:23:19 main:574] : INFO : Epoch 1899 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 2233.09 ms [2021-11-29 07:23:21 main:574] : INFO : Epoch 1900 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 2230.47 ms [2021-11-29 07:23:23 main:574] : INFO : Epoch 1901 | loss: 0.0311468 | val_loss: 0.0311667 | Time: 2227.73 ms [2021-11-29 07:23:25 main:574] : INFO : Epoch 1902 | loss: 0.0311481 | val_loss: 0.0311695 | Time: 2211.45 ms [2021-11-29 07:23:28 main:574] : INFO : Epoch 1903 | loss: 0.0311497 | val_loss: 0.031165 | Time: 2220.32 ms [2021-11-29 07:23:30 main:574] : INFO : Epoch 1904 | loss: 0.0311485 | val_loss: 0.0311695 | Time: 2235.09 ms [2021-11-29 07:23:32 main:574] : INFO : Epoch 1905 | loss: 0.03115 | val_loss: 0.031168 | Time: 2224.7 ms [2021-11-29 07:23:34 main:574] : INFO : Epoch 1906 | loss: 0.0311452 | val_loss: 0.0311656 | Time: 2229.93 ms [2021-11-29 07:23:37 main:574] : INFO : Epoch 1907 | loss: 0.0311442 | val_loss: 0.0311664 | Time: 2235.88 ms [2021-11-29 07:23:39 main:574] : INFO : Epoch 1908 | loss: 0.0311499 | val_loss: 0.03117 | Time: 2218.46 ms [2021-11-29 07:23:41 main:574] : INFO : Epoch 1909 | loss: 0.0311504 | val_loss: 0.0311697 | Time: 2207.18 ms [2021-11-29 07:23:43 main:574] : INFO : Epoch 1910 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 2232.77 ms [2021-11-29 07:23:46 main:574] : INFO : Epoch 1911 | loss: 0.0311478 | val_loss: 0.0311655 | Time: 2214.36 ms [2021-11-29 07:23:48 main:574] : INFO : Epoch 1912 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 2217.63 ms [2021-11-29 07:23:50 main:574] : INFO : Epoch 1913 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 2221.52 ms [2021-11-29 07:23:52 main:574] : INFO : Epoch 1914 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 2189.57 ms [2021-11-29 07:23:54 main:574] : INFO : Epoch 1915 | loss: 0.0311498 | val_loss: 0.031165 | Time: 2244.11 ms [2021-11-29 07:23:57 main:574] : INFO : Epoch 1916 | loss: 0.0311462 | val_loss: 0.0311645 | Time: 2218.4 ms [2021-11-29 07:23:59 main:574] : INFO : Epoch 1917 | loss: 0.0311488 | val_loss: 0.0311625 | Time: 2189.7 ms [2021-11-29 07:24:01 main:574] : INFO : Epoch 1918 | loss: 0.031147 | val_loss: 0.0311656 | Time: 2230.01 ms [2021-11-29 07:24:03 main:574] : INFO : Epoch 1919 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 2228.6 ms [2021-11-29 07:24:06 main:574] : INFO : Epoch 1920 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 2235.87 ms [2021-11-29 07:24:08 main:574] : INFO : Epoch 1921 | loss: 0.0311453 | val_loss: 0.031164 | Time: 2247.46 ms [2021-11-29 07:24:10 main:574] : INFO : Epoch 1922 | loss: 0.0311446 | val_loss: 0.0311659 | Time: 2215.73 ms [2021-11-29 07:24:12 main:574] : INFO : Epoch 1923 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 2218.88 ms [2021-11-29 07:24:14 main:574] : INFO : Epoch 1924 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 2215.13 ms [2021-11-29 07:24:17 main:574] : INFO : Epoch 1925 | loss: 0.031146 | val_loss: 0.031168 | Time: 2239.99 ms [2021-11-29 07:24:19 main:574] : INFO : Epoch 1926 | loss: 0.0311449 | val_loss: 0.0311658 | Time: 2220.21 ms [2021-11-29 07:24:21 main:574] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.031165 | Time: 2247.71 ms [2021-11-29 07:24:23 main:574] : INFO : Epoch 1928 | loss: 0.0311435 | val_loss: 0.0311678 | Time: 2252.37 ms [2021-11-29 07:24:26 main:574] : INFO : Epoch 1929 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 2198.95 ms [2021-11-29 07:24:28 main:574] : INFO : Epoch 1930 | loss: 0.0311457 | val_loss: 0.0311676 | Time: 2200.38 ms [2021-11-29 07:24:30 main:574] : INFO : Epoch 1931 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 2236.08 ms [2021-11-29 07:24:32 main:574] : INFO : Epoch 1932 | loss: 0.0311428 | val_loss: 0.0311696 | Time: 2218.76 ms [2021-11-29 07:24:34 main:574] : INFO : Epoch 1933 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 2231.28 ms [2021-11-29 07:24:37 main:574] : INFO : Epoch 1934 | loss: 0.0311429 | val_loss: 0.0311658 | Time: 2225.66 ms [2021-11-29 07:24:39 main:574] : INFO : Epoch 1935 | loss: 0.0311503 | val_loss: 0.0311708 | Time: 2186.99 ms [2021-11-29 07:24:41 main:574] : INFO : Epoch 1936 | loss: 0.0311448 | val_loss: 0.0311651 | Time: 2208.6 ms [2021-11-29 07:24:43 main:574] : INFO : Epoch 1937 | loss: 0.0311426 | val_loss: 0.0311661 | Time: 2208.04 ms [2021-11-29 07:24:46 main:574] : INFO : Epoch 1938 | loss: 0.0311422 | val_loss: 0.0311648 | Time: 2219.49 ms [2021-11-29 07:24:48 main:574] : INFO : Epoch 1939 | loss: 0.0311422 | val_loss: 0.0311667 | Time: 2203.26 ms [2021-11-29 07:24:50 main:574] : INFO : Epoch 1940 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 2230.46 ms [2021-11-29 07:24:52 main:574] : INFO : Epoch 1941 | loss: 0.0311459 | val_loss: 0.0311673 | Time: 2207.56 ms [2021-11-29 07:24:54 main:574] : INFO : Epoch 1942 | loss: 0.0311458 | val_loss: 0.0311671 | Time: 2231.36 ms [2021-11-29 07:24:57 main:574] : INFO : Epoch 1943 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 2215.48 ms [2021-11-29 07:24:59 main:574] : INFO : Epoch 1944 | loss: 0.0311465 | val_loss: 0.0311671 | Time: 2221.72 ms [2021-11-29 07:25:01 main:574] : INFO : Epoch 1945 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 2237.84 ms [2021-11-29 07:25:03 main:574] : INFO : Epoch 1946 | loss: 0.0311566 | val_loss: 0.0311758 | Time: 2217.27 ms [2021-11-29 07:25:06 main:574] : INFO : Epoch 1947 | loss: 0.031154 | val_loss: 0.0311721 | Time: 2230.67 ms [2021-11-29 07:25:08 main:574] : INFO : Epoch 1948 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 2220 ms [2021-11-29 07:25:10 main:574] : INFO : Epoch 1949 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 2238.84 ms [2021-11-29 07:25:12 main:574] : INFO : Epoch 1950 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 2249.1 ms [2021-11-29 07:25:15 main:574] : INFO : Epoch 1951 | loss: 0.031149 | val_loss: 0.031171 | Time: 2208.28 ms [2021-11-29 07:25:17 main:574] : INFO : Epoch 1952 | loss: 0.0311493 | val_loss: 0.0311673 | Time: 2211.03 ms [2021-11-29 07:25:19 main:574] : INFO : Epoch 1953 | loss: 0.0311467 | val_loss: 0.0311646 | Time: 2196.29 ms [2021-11-29 07:25:21 main:574] : INFO : Epoch 1954 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 2222.51 ms [2021-11-29 07:25:23 main:574] : INFO : Epoch 1955 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 2219.35 ms [2021-11-29 07:25:26 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311659 | Time: 2223.15 ms [2021-11-29 07:25:28 main:574] : INFO : Epoch 1957 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 2193.1 ms [2021-11-29 07:25:30 main:574] : INFO : Epoch 1958 | loss: 0.0311445 | val_loss: 0.0311666 | Time: 2210.39 ms [2021-11-29 07:25:32 main:574] : INFO : Epoch 1959 | loss: 0.0311473 | val_loss: 0.0311647 | Time: 2251.3 ms [2021-11-29 07:25:34 main:574] : INFO : Epoch 1960 | loss: 0.0311425 | val_loss: 0.0311652 | Time: 2213.95 ms [2021-11-29 07:25:37 main:574] : INFO : Epoch 1961 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 2227.19 ms [2021-11-29 07:25:39 main:574] : INFO : Epoch 1962 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 2234.99 ms [2021-11-29 07:25:41 main:574] : INFO : Epoch 1963 | loss: 0.0311432 | val_loss: 0.0311663 | Time: 2209.93 ms [2021-11-29 07:25:43 main:574] : INFO : Epoch 1964 | loss: 0.0311431 | val_loss: 0.0311677 | Time: 2223.61 ms [2021-11-29 07:25:46 main:574] : INFO : Epoch 1965 | loss: 0.0311446 | val_loss: 0.0311748 | Time: 2235.65 ms [2021-11-29 07:25:48 main:574] : INFO : Epoch 1966 | loss: 0.0311439 | val_loss: 0.0311643 | Time: 2247.35 ms [2021-11-29 07:25:50 main:574] : INFO : Epoch 1967 | loss: 0.031144 | val_loss: 0.0311645 | Time: 2196.91 ms [2021-11-29 07:25:52 main:574] : INFO : Epoch 1968 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 2222.89 ms [2021-11-29 07:25:55 main:574] : INFO : Epoch 1969 | loss: 0.0311435 | val_loss: 0.0311697 | Time: 2221.95 ms [2021-11-29 07:25:57 main:574] : INFO : Epoch 1970 | loss: 0.031143 | val_loss: 0.0311655 | Time: 2214.41 ms [2021-11-29 07:25:59 main:574] : INFO : Epoch 1971 | loss: 0.0311438 | val_loss: 0.0311718 | Time: 2218.86 ms [2021-11-29 07:26:01 main:574] : INFO : Epoch 1972 | loss: 0.031146 | val_loss: 0.0311655 | Time: 2205.08 ms [2021-11-29 07:26:03 main:574] : INFO : Epoch 1973 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 2218.58 ms [2021-11-29 07:26:06 main:574] : INFO : Epoch 1974 | loss: 0.0311443 | val_loss: 0.0311661 | Time: 2197.02 ms [2021-11-29 07:26:08 main:574] : INFO : Epoch 1975 | loss: 0.031141 | val_loss: 0.0311649 | Time: 2196.93 ms [2021-11-29 07:26:10 main:574] : INFO : Epoch 1976 | loss: 0.0311414 | val_loss: 0.031165 | Time: 2233.15 ms [2021-11-29 07:26:12 main:574] : INFO : Epoch 1977 | loss: 0.0311435 | val_loss: 0.0311707 | Time: 2226.74 ms [2021-11-29 07:26:14 main:574] : INFO : Epoch 1978 | loss: 0.0311439 | val_loss: 0.031164 | Time: 2211.89 ms [2021-11-29 07:26:17 main:574] : INFO : Epoch 1979 | loss: 0.0311408 | val_loss: 0.0311666 | Time: 2216.82 ms [2021-11-29 07:26:19 main:574] : INFO : Epoch 1980 | loss: 0.0311415 | val_loss: 0.0311647 | Time: 2212.39 ms [2021-11-29 07:26:21 main:574] : INFO : Epoch 1981 | loss: 0.0311442 | val_loss: 0.0311714 | Time: 2213.58 ms [2021-11-29 07:26:23 main:574] : INFO : Epoch 1982 | loss: 0.0311428 | val_loss: 0.0311683 | Time: 2224.91 ms [2021-11-29 07:26:26 main:574] : INFO : Epoch 1983 | loss: 0.0311415 | val_loss: 0.0311653 | Time: 2202.48 ms [2021-11-29 07:26:28 main:574] : INFO : Epoch 1984 | loss: 0.0311425 | val_loss: 0.0311676 | Time: 2218.3 ms [2021-11-29 07:26:30 main:574] : INFO : Epoch 1985 | loss: 0.031141 | val_loss: 0.0311665 | Time: 2240.04 ms [2021-11-29 07:26:32 main:574] : INFO : Epoch 1986 | loss: 0.0311433 | val_loss: 0.0311659 | Time: 2245.33 ms [2021-11-29 07:26:34 main:574] : INFO : Epoch 1987 | loss: 0.0311415 | val_loss: 0.0311658 | Time: 2203.75 ms [2021-11-29 07:26:37 main:574] : INFO : Epoch 1988 | loss: 0.0311409 | val_loss: 0.0311726 | Time: 2232.78 ms [2021-11-29 07:26:39 main:574] : INFO : Epoch 1989 | loss: 0.0311471 | val_loss: 0.0311714 | Time: 2233.03 ms [2021-11-29 07:26:41 main:574] : INFO : Epoch 1990 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 2257.25 ms [2021-11-29 07:26:43 main:574] : INFO : Epoch 1991 | loss: 0.0311521 | val_loss: 0.0311714 | Time: 2216.78 ms [2021-11-29 07:26:46 main:574] : INFO : Epoch 1992 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 2195.75 ms [2021-11-29 07:26:48 main:574] : INFO : Epoch 1993 | loss: 0.0311469 | val_loss: 0.0311674 | Time: 2237.64 ms [2021-11-29 07:26:50 main:574] : INFO : Epoch 1994 | loss: 0.031145 | val_loss: 0.0311722 | Time: 2230.75 ms [2021-11-29 07:26:52 main:574] : INFO : Epoch 1995 | loss: 0.0311481 | val_loss: 0.0311755 | Time: 2213.35 ms [2021-11-29 07:26:55 main:574] : INFO : Epoch 1996 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 2230.43 ms [2021-11-29 07:26:57 main:574] : INFO : Epoch 1997 | loss: 0.0311456 | val_loss: 0.0311665 | Time: 2201.11 ms [2021-11-29 07:26:59 main:574] : INFO : Epoch 1998 | loss: 0.0311425 | val_loss: 0.0311669 | Time: 2221.23 ms [2021-11-29 07:27:01 main:574] : INFO : Epoch 1999 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 2225.69 ms [2021-11-29 07:27:03 main:574] : INFO : Epoch 2000 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 2218.94 ms [2021-11-29 07:27:06 main:574] : INFO : Epoch 2001 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 2216.69 ms [2021-11-29 07:27:08 main:574] : INFO : Epoch 2002 | loss: 0.0311453 | val_loss: 0.0311673 | Time: 2215.7 ms [2021-11-29 07:27:10 main:574] : INFO : Epoch 2003 | loss: 0.0311438 | val_loss: 0.031164 | Time: 2216.02 ms [2021-11-29 07:27:12 main:574] : INFO : Epoch 2004 | loss: 0.0311429 | val_loss: 0.0311642 | Time: 2205.55 ms [2021-11-29 07:27:15 main:574] : INFO : Epoch 2005 | loss: 0.0311425 | val_loss: 0.0311663 | Time: 2202.09 ms [2021-11-29 07:27:17 main:574] : INFO : Epoch 2006 | loss: 0.0311442 | val_loss: 0.0311676 | Time: 2208.6 ms [2021-11-29 07:27:19 main:574] : INFO : Epoch 2007 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 2225.21 ms [2021-11-29 07:27:21 main:574] : INFO : Epoch 2008 | loss: 0.0311438 | val_loss: 0.0311655 | Time: 2210.64 ms [2021-11-29 07:27:23 main:574] : INFO : Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311654 | Time: 2220.69 ms [2021-11-29 07:27:26 main:574] : INFO : Epoch 2010 | loss: 0.0311435 | val_loss: 0.0311742 | Time: 2235.85 ms [2021-11-29 07:27:28 main:574] : INFO : Epoch 2011 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 2210.31 ms [2021-11-29 07:27:30 main:574] : INFO : Epoch 2012 | loss: 0.0311462 | val_loss: 0.0311646 | Time: 2217.13 ms [2021-11-29 07:27:32 main:574] : INFO : Epoch 2013 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 2224.12 ms [2021-11-29 07:27:35 main:574] : INFO : Epoch 2014 | loss: 0.0311446 | val_loss: 0.031166 | Time: 2225.66 ms [2021-11-29 07:27:37 main:574] : INFO : Epoch 2015 | loss: 0.0311431 | val_loss: 0.0311658 | Time: 2228.48 ms [2021-11-29 07:27:39 main:574] : INFO : Epoch 2016 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 2212.27 ms [2021-11-29 07:27:41 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 2250.53 ms [2021-11-29 07:27:43 main:574] : INFO : Epoch 2018 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 2216.78 ms [2021-11-29 07:27:46 main:574] : INFO : Epoch 2019 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 2240.51 ms [2021-11-29 07:27:48 main:574] : INFO : Epoch 2020 | loss: 0.0311461 | val_loss: 0.031164 | Time: 2226.78 ms [2021-11-29 07:27:50 main:574] : INFO : Epoch 2021 | loss: 0.0311455 | val_loss: 0.0311661 | Time: 2211.77 ms [2021-11-29 07:27:52 main:574] : INFO : Epoch 2022 | loss: 0.0311462 | val_loss: 0.0311686 | Time: 2214.63 ms [2021-11-29 07:27:55 main:574] : INFO : Epoch 2023 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 2212.65 ms [2021-11-29 07:27:57 main:574] : INFO : Epoch 2024 | loss: 0.031143 | val_loss: 0.0311629 | Time: 2232.82 ms [2021-11-29 07:27:59 main:574] : INFO : Epoch 2025 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 2230.74 ms [2021-11-29 07:28:01 main:574] : INFO : Epoch 2026 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 2232.35 ms [2021-11-29 07:28:03 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 2224.79 ms [2021-11-29 07:28:06 main:574] : INFO : Epoch 2028 | loss: 0.0311525 | val_loss: 0.0311644 | Time: 2228.59 ms [2021-11-29 07:28:08 main:574] : INFO : Epoch 2029 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 2231.52 ms [2021-11-29 07:28:10 main:574] : INFO : Epoch 2030 | loss: 0.031147 | val_loss: 0.0311638 | Time: 2218.45 ms [2021-11-29 07:28:12 main:574] : INFO : Epoch 2031 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 2227.86 ms [2021-11-29 07:28:15 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 2212.28 ms [2021-11-29 07:28:17 main:574] : INFO : Epoch 2033 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 2224.76 ms [2021-11-29 07:28:19 main:574] : INFO : Epoch 2034 | loss: 0.0311471 | val_loss: 0.0311645 | Time: 2217.31 ms [2021-11-29 07:28:21 main:574] : INFO : Epoch 2035 | loss: 0.0311461 | val_loss: 0.031171 | Time: 2244.5 ms [2021-11-29 07:28:24 main:574] : INFO : Epoch 2036 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 2205.82 ms [2021-11-29 07:28:26 main:574] : INFO : Epoch 2037 | loss: 0.0311445 | val_loss: 0.031162 | Time: 2209.85 ms [2021-11-29 07:28:28 main:574] : INFO : Epoch 2038 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 2184.54 ms [2021-11-29 07:28:30 main:574] : INFO : Epoch 2039 | loss: 0.0311447 | val_loss: 0.0311624 | Time: 2227.28 ms [2021-11-29 07:28:32 main:574] : INFO : Epoch 2040 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 2234.18 ms [2021-11-29 07:28:35 main:574] : INFO : Epoch 2041 | loss: 0.031167 | val_loss: 0.031174 | Time: 2247.59 ms [2021-11-29 07:28:37 main:574] : INFO : Epoch 2042 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 2229.41 ms [2021-11-29 07:28:39 main:574] : INFO : Epoch 2043 | loss: 0.0311616 | val_loss: 0.0311738 | Time: 2217.41 ms [2021-11-29 07:28:41 main:574] : INFO : Epoch 2044 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 2202.09 ms [2021-11-29 07:28:44 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 2261.15 ms [2021-11-29 07:28:46 main:574] : INFO : Epoch 2046 | loss: 0.031152 | val_loss: 0.0311651 | Time: 2206.79 ms [2021-11-29 07:28:48 main:574] : INFO : Epoch 2047 | loss: 0.031151 | val_loss: 0.0311715 | Time: 2229.44 ms [2021-11-29 07:28:50 main:574] : INFO : Epoch 2048 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 2194.65 ms [2021-11-29 07:28:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311638 [2021-11-29 07:28:50 main:603] : INFO : Saving end state to config to file [2021-11-29 07:28:50 main:608] : INFO : Success, exiting.. 07:28:50 (1892): 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)