Task 14624342
| Name | ParityModified-1645994439-4862-3-0_1 |
| Workunit | 11575885 |
| Created | 18 Apr 2022, 22:15:18 UTC |
| Sent | 18 Apr 2022, 22:15:53 UTC |
| Report deadline | 26 Apr 2022, 22:15:53 UTC |
| Received | 24 Apr 2022, 17:00:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 46 sec |
| CPU time | 1 hours 24 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> :22 main:581] : INFO : Epoch 1538 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2483 ms [2022-04-24 10:38:25 main:581] : INFO : Epoch 1539 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 2486.09 ms [2022-04-24 10:38:27 main:581] : INFO : Epoch 1540 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 2483.45 ms [2022-04-24 10:38:30 main:581] : INFO : Epoch 1541 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 2479.7 ms [2022-04-24 10:38:32 main:581] : INFO : Epoch 1542 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2486.24 ms [2022-04-24 10:38:35 main:581] : INFO : Epoch 1543 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 2483.86 ms [2022-04-24 10:38:37 main:581] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311779 | Time: 2483.3 ms [2022-04-24 10:38:40 main:581] : INFO : Epoch 1545 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 2489.36 ms [2022-04-24 10:38:42 main:581] : INFO : Epoch 1546 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 2483.9 ms [2022-04-24 10:38:45 main:581] : INFO : Epoch 1547 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2481.43 ms [2022-04-24 10:38:47 main:581] : INFO : Epoch 1548 | loss: 0.0311702 | val_loss: 0.0311814 | Time: 2486.51 ms [2022-04-24 10:38:50 main:581] : INFO : Epoch 1549 | loss: 0.0311712 | val_loss: 0.031176 | Time: 2484.1 ms [2022-04-24 10:38:52 main:581] : INFO : Epoch 1550 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 2487.85 ms [2022-04-24 10:38:55 main:581] : INFO : Epoch 1551 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2484.4 ms [2022-04-24 10:38:57 main:581] : INFO : Epoch 1552 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 2483 ms [2022-04-24 10:39:00 main:581] : INFO : Epoch 1553 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2481.7 ms [2022-04-24 10:39:02 main:581] : INFO : Epoch 1554 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 2489.23 ms [2022-04-24 10:39:04 main:581] : INFO : Epoch 1555 | loss: 0.0311672 | val_loss: 0.0311805 | Time: 2482.6 ms [2022-04-24 10:39:07 main:581] : INFO : Epoch 1556 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 2489.53 ms [2022-04-24 10:39:09 main:581] : INFO : Epoch 1557 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 2482.72 ms [2022-04-24 10:39:12 main:581] : INFO : Epoch 1558 | loss: 0.03117 | val_loss: 0.0311761 | Time: 2480.79 ms [2022-04-24 10:39:14 main:581] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 2487.08 ms [2022-04-24 10:39:17 main:581] : INFO : Epoch 1560 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 2486.47 ms [2022-04-24 10:39:19 main:581] : INFO : Epoch 1561 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 2486.41 ms [2022-04-24 10:39:22 main:581] : INFO : Epoch 1562 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 2485.03 ms [2022-04-24 10:39:24 main:581] : INFO : Epoch 1563 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 2486.71 ms [2022-04-24 10:39:27 main:581] : INFO : Epoch 1564 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2483.02 ms [2022-04-24 10:39:29 main:581] : INFO : Epoch 1565 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 2480.29 ms [2022-04-24 10:39:32 main:581] : INFO : Epoch 1566 | loss: 0.031169 | val_loss: 0.0311753 | Time: 2480.51 ms [2022-04-24 10:39:34 main:581] : INFO : Epoch 1567 | loss: 0.031171 | val_loss: 0.0311736 | Time: 2489.16 ms [2022-04-24 10:39:37 main:581] : INFO : Epoch 1568 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 2480.35 ms [2022-04-24 10:39:39 main:581] : INFO : Epoch 1569 | loss: 0.0311694 | val_loss: 0.031174 | Time: 2481.5 ms [2022-04-24 10:39:42 main:581] : INFO : Epoch 1570 | loss: 0.0311707 | val_loss: 0.0311836 | Time: 2480.1 ms [2022-04-24 10:39:44 main:581] : INFO : Epoch 1571 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 2487.35 ms [2022-04-24 10:39:47 main:581] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 2480.89 ms [2022-04-24 10:39:49 main:581] : INFO : Epoch 1573 | loss: 0.0311731 | val_loss: 0.0311835 | Time: 2479.42 ms [2022-04-24 10:39:52 main:581] : INFO : Epoch 1574 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2482.82 ms [2022-04-24 10:39:54 main:581] : INFO : Epoch 1575 | loss: 0.0311714 | val_loss: 0.0311889 | Time: 2483.57 ms [2022-04-24 10:39:57 main:581] : INFO : Epoch 1576 | loss: 0.031171 | val_loss: 0.0311747 | Time: 2483.98 ms [2022-04-24 10:39:59 main:581] : INFO : Epoch 1577 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 2486.28 ms [2022-04-24 10:40:02 main:581] : INFO : Epoch 1578 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2487.8 ms [2022-04-24 10:40:04 main:581] : INFO : Epoch 1579 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2487.06 ms [2022-04-24 10:40:07 main:581] : INFO : Epoch 1580 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 2485.54 ms [2022-04-24 10:40:09 main:581] : INFO : Epoch 1581 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 2482.19 ms [2022-04-24 10:40:12 main:581] : INFO : Epoch 1582 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 2481.31 ms [2022-04-24 10:40:14 main:581] : INFO : Epoch 1583 | loss: 0.0311663 | val_loss: 0.0311787 | Time: 2489.03 ms [2022-04-24 10:40:17 main:581] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311783 | Time: 2488.48 ms [2022-04-24 10:40:19 main:581] : INFO : Epoch 1585 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 2485.38 ms [2022-04-24 10:40:22 main:581] : INFO : Epoch 1586 | loss: 0.0311674 | val_loss: 0.031174 | Time: 2485.21 ms [2022-04-24 10:40:24 main:581] : INFO : Epoch 1587 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2481.51 ms [2022-04-24 10:40:26 main:581] : INFO : Epoch 1588 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 2486.19 ms [2022-04-24 10:40:29 main:581] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 2485.27 ms [2022-04-24 10:40:31 main:581] : INFO : Epoch 1590 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 2487.55 ms [2022-04-24 10:40:34 main:581] : INFO : Epoch 1591 | loss: 0.0311667 | val_loss: 0.0311755 | Time: 2484.7 ms [2022-04-24 10:40:36 main:581] : INFO : Epoch 1592 | loss: 0.0311653 | val_loss: 0.0311777 | Time: 2487.09 ms [2022-04-24 10:40:39 main:581] : INFO : Epoch 1593 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 2484.63 ms [2022-04-24 10:40:41 main:581] : INFO : Epoch 1594 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 2488.51 ms [2022-04-24 10:40:44 main:581] : INFO : Epoch 1595 | loss: 0.031173 | val_loss: 0.0311758 | Time: 2484.23 ms [2022-04-24 10:40:46 main:581] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 2487.89 ms [2022-04-24 10:40:49 main:581] : INFO : Epoch 1597 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 2483.21 ms [2022-04-24 10:40:51 main:581] : INFO : Epoch 1598 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 2481.97 ms [2022-04-24 10:40:54 main:581] : INFO : Epoch 1599 | loss: 0.031171 | val_loss: 0.0311774 | Time: 2487.62 ms [2022-04-24 10:40:56 main:581] : INFO : Epoch 1600 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 2488.02 ms [2022-04-24 10:40:59 main:581] : INFO : Epoch 1601 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 2485.4 ms [2022-04-24 10:41:01 main:581] : INFO : Epoch 1602 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 2486.23 ms [2022-04-24 10:41:04 main:581] : INFO : Epoch 1603 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 2490.02 ms [2022-04-24 10:41:06 main:581] : INFO : Epoch 1604 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 2483.86 ms [2022-04-24 10:41:09 main:581] : INFO : Epoch 1605 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 2488.03 ms [2022-04-24 10:41:11 main:581] : INFO : Epoch 1606 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 2483.38 ms [2022-04-24 10:41:14 main:581] : INFO : Epoch 1607 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 2484.65 ms [2022-04-24 10:41:16 main:581] : INFO : Epoch 1608 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 2483.44 ms [2022-04-24 10:41:19 main:581] : INFO : Epoch 1609 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 2489.61 ms [2022-04-24 10:41:21 main:581] : INFO : Epoch 1610 | loss: 0.0311682 | val_loss: 0.0311753 | Time: 2486.63 ms [2022-04-24 10:41:24 main:581] : INFO : Epoch 1611 | loss: 0.0311683 | val_loss: 0.0311782 | Time: 2484.13 ms [2022-04-24 10:41:26 main:581] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 2488.46 ms [2022-04-24 10:41:29 main:581] : INFO : Epoch 1613 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 2480.24 ms [2022-04-24 10:41:31 main:581] : INFO : Epoch 1614 | loss: 0.0311707 | val_loss: 0.031183 | Time: 2483.56 ms [2022-04-24 10:41:34 main:581] : INFO : Epoch 1615 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 2481.64 ms [2022-04-24 10:41:36 main:581] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 2488.22 ms [2022-04-24 10:41:39 main:581] : INFO : Epoch 1617 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2483.89 ms [2022-04-24 10:41:41 main:581] : INFO : Epoch 1618 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 2482.17 ms [2022-04-24 10:41:44 main:581] : INFO : Epoch 1619 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2485.02 ms [2022-04-24 10:41:46 main:581] : INFO : Epoch 1620 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 2484.76 ms [2022-04-24 10:41:49 main:581] : INFO : Epoch 1621 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 2486.77 ms [2022-04-24 10:41:51 main:581] : INFO : Epoch 1622 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 2486.3 ms [2022-04-24 10:41:53 main:581] : INFO : Epoch 1623 | loss: 0.0311643 | val_loss: 0.0311889 | Time: 2480.64 ms [2022-04-24 10:41:56 main:581] : INFO : Epoch 1624 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 2488.13 ms [2022-04-24 10:41:58 main:581] : INFO : Epoch 1625 | loss: 0.0311657 | val_loss: 0.0311773 | Time: 2485.85 ms [2022-04-24 10:42:01 main:581] : INFO : Epoch 1626 | loss: 0.0311658 | val_loss: 0.031177 | Time: 2486.23 ms [2022-04-24 10:42:03 main:581] : INFO : Epoch 1627 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2488.03 ms [2022-04-24 10:42:06 main:581] : INFO : Epoch 1628 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 2483.47 ms [2022-04-24 10:42:08 main:581] : INFO : Epoch 1629 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 2482.46 ms [2022-04-24 10:42:11 main:581] : INFO : Epoch 1630 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2488.06 ms [2022-04-24 10:42:13 main:581] : INFO : Epoch 1631 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 2488.61 ms [2022-04-24 10:42:16 main:581] : INFO : Epoch 1632 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2491.3 ms [2022-04-24 10:42:18 main:581] : INFO : Epoch 1633 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 2483.31 ms [2022-04-24 10:42:21 main:581] : INFO : Epoch 1634 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 2490.05 ms [2022-04-24 10:42:23 main:581] : INFO : Epoch 1635 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 2490.65 ms [2022-04-24 10:42:26 main:581] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.0311723 | Time: 2484.96 ms [2022-04-24 10:42:28 main:581] : INFO : Epoch 1637 | loss: 0.031163 | val_loss: 0.0311755 | Time: 2484.38 ms [2022-04-24 10:42:31 main:581] : INFO : Epoch 1638 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 2484.4 ms [2022-04-24 10:42:33 main:581] : INFO : Epoch 1639 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 2490.09 ms [2022-04-24 10:42:36 main:581] : INFO : Epoch 1640 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 2487.39 ms [2022-04-24 10:42:38 main:581] : INFO : Epoch 1641 | loss: 0.0311654 | val_loss: 0.0311765 | Time: 2487.75 ms [2022-04-24 10:42:41 main:581] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 2485.76 ms [2022-04-24 10:42:43 main:581] : INFO : Epoch 1643 | loss: 0.0311637 | val_loss: 0.031177 | Time: 2488.42 ms [2022-04-24 10:42:46 main:581] : INFO : Epoch 1644 | loss: 0.0311627 | val_loss: 0.031175 | Time: 2487.52 ms [2022-04-24 10:42:48 main:581] : INFO : Epoch 1645 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 2486.09 ms [2022-04-24 10:42:51 main:581] : INFO : Epoch 1646 | loss: 0.0311625 | val_loss: 0.0311735 | Time: 2486.81 ms [2022-04-24 10:42:53 main:581] : INFO : Epoch 1647 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 2490.54 ms [2022-04-24 10:42:56 main:581] : INFO : Epoch 1648 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 2488.71 ms [2022-04-24 10:42:58 main:581] : INFO : Epoch 1649 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2484.87 ms [2022-04-24 10:43:01 main:581] : INFO : Epoch 1650 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 2492.66 ms [2022-04-24 10:43:03 main:581] : INFO : Epoch 1651 | loss: 0.0311631 | val_loss: 0.031172 | Time: 2486.59 ms [2022-04-24 10:43:06 main:581] : INFO : Epoch 1652 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 2485.88 ms [2022-04-24 10:43:08 main:581] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 2491.66 ms [2022-04-24 10:43:11 main:581] : INFO : Epoch 1654 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 2494.12 ms [2022-04-24 10:43:13 main:581] : INFO : Epoch 1655 | loss: 0.0311683 | val_loss: 0.0311787 | Time: 2491.85 ms [2022-04-24 10:43:16 main:581] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311822 | Time: 2487.26 ms [2022-04-24 10:43:18 main:581] : INFO : Epoch 1657 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 2488.82 ms [2022-04-24 10:43:21 main:581] : INFO : Epoch 1658 | loss: 0.0311674 | val_loss: 0.031175 | Time: 2488.02 ms [2022-04-24 10:43:23 main:581] : INFO : Epoch 1659 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 2489.64 ms [2022-04-24 10:43:26 main:581] : INFO : Epoch 1660 | loss: 0.0311658 | val_loss: 0.0311849 | Time: 2492.4 ms [2022-04-24 10:43:28 main:581] : INFO : Epoch 1661 | loss: 0.0311669 | val_loss: 0.0311806 | Time: 2493.86 ms [2022-04-24 10:43:31 main:581] : INFO : Epoch 1662 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2490.26 ms [2022-04-24 10:43:33 main:581] : INFO : Epoch 1663 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2489.31 ms [2022-04-24 10:43:36 main:581] : INFO : Epoch 1664 | loss: 0.0311671 | val_loss: 0.031176 | Time: 2493.95 ms [2022-04-24 10:43:38 main:581] : INFO : Epoch 1665 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 2490.31 ms [2022-04-24 10:43:41 main:581] : INFO : Epoch 1666 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 2492.81 ms [2022-04-24 10:43:43 main:581] : INFO : Epoch 1667 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 2490.22 ms [2022-04-24 10:43:45 main:581] : INFO : Epoch 1668 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 2491.54 ms [2022-04-24 10:43:48 main:581] : INFO : Epoch 1669 | loss: 0.0311648 | val_loss: 0.031175 | Time: 2494.5 ms [2022-04-24 10:43:50 main:581] : INFO : Epoch 1670 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 2489.92 ms [2022-04-24 10:43:53 main:581] : INFO : Epoch 1671 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 2490.93 ms [2022-04-24 10:43:55 main:581] : INFO : Epoch 1672 | loss: 0.0311663 | val_loss: 0.031175 | Time: 2488.76 ms [2022-04-24 10:43:58 main:581] : INFO : Epoch 1673 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 2488.85 ms [2022-04-24 10:44:00 main:581] : INFO : Epoch 1674 | loss: 0.0311672 | val_loss: 0.031176 | Time: 2492.22 ms [2022-04-24 10:44:03 main:581] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 2487.7 ms [2022-04-24 10:44:05 main:581] : INFO : Epoch 1676 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 2490.01 ms [2022-04-24 10:44:08 main:581] : INFO : Epoch 1677 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 2490.17 ms [2022-04-24 10:44:10 main:581] : INFO : Epoch 1678 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 2495.03 ms [2022-04-24 10:44:13 main:581] : INFO : Epoch 1679 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2488.83 ms [2022-04-24 10:44:15 main:581] : INFO : Epoch 1680 | loss: 0.0311704 | val_loss: 0.031174 | Time: 2491.01 ms [2022-04-24 10:44:18 main:581] : INFO : Epoch 1681 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 2492.17 ms [2022-04-24 10:44:20 main:581] : INFO : Epoch 1682 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2489.32 ms [2022-04-24 10:44:23 main:581] : INFO : Epoch 1683 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 2487.04 ms [2022-04-24 10:44:25 main:581] : INFO : Epoch 1684 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 2491.68 ms [2022-04-24 10:44:28 main:581] : INFO : Epoch 1685 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 2492.23 ms [2022-04-24 10:44:30 main:581] : INFO : Epoch 1686 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 2488.91 ms [2022-04-24 10:44:33 main:581] : INFO : Epoch 1687 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2487.15 ms [2022-04-24 10:44:35 main:581] : INFO : Epoch 1688 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2488.52 ms [2022-04-24 10:44:38 main:581] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 2488.83 ms [2022-04-24 10:44:40 main:581] : INFO : Epoch 1690 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 2486.54 ms [2022-04-24 10:44:43 main:581] : INFO : Epoch 1691 | loss: 0.0311795 | val_loss: 0.0311863 | Time: 2488.22 ms [2022-04-24 10:44:45 main:581] : INFO : Epoch 1692 | loss: 0.0311875 | val_loss: 0.0311782 | Time: 2488.91 ms [2022-04-24 10:44:48 main:581] : INFO : Epoch 1693 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 2487.81 ms [2022-04-24 10:44:50 main:581] : INFO : Epoch 1694 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 2484.17 ms [2022-04-24 10:44:53 main:581] : INFO : Epoch 1695 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 2492.06 ms [2022-04-24 10:44:55 main:581] : INFO : Epoch 1696 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 2486.37 ms [2022-04-24 10:44:58 main:581] : INFO : Epoch 1697 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 2484.79 ms [2022-04-24 10:45:00 main:581] : INFO : Epoch 1698 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 2488.46 ms [2022-04-24 10:45:03 main:581] : INFO : Epoch 1699 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 2495.71 ms [2022-04-24 10:45:05 main:581] : INFO : Epoch 1700 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2496.25 ms [2022-04-24 10:45:08 main:581] : INFO : Epoch 1701 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 2489.15 ms [2022-04-24 10:45:10 main:581] : INFO : Epoch 1702 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 2488.42 ms [2022-04-24 10:45:13 main:581] : INFO : Epoch 1703 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 2488.03 ms [2022-04-24 10:45:15 main:581] : INFO : Epoch 1704 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 2491 ms [2022-04-24 10:45:18 main:581] : INFO : Epoch 1705 | loss: 0.0311702 | val_loss: 0.031184 | Time: 2486.86 ms [2022-04-24 10:45:20 main:581] : INFO : Epoch 1706 | loss: 0.0311724 | val_loss: 0.0311765 | Time: 2487.81 ms [2022-04-24 10:45:23 main:581] : INFO : Epoch 1707 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 2491.58 ms [2022-04-24 10:45:25 main:581] : INFO : Epoch 1708 | loss: 0.03117 | val_loss: 0.0311856 | Time: 2487.69 ms [2022-04-24 10:45:28 main:581] : INFO : Epoch 1709 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2484.06 ms [2022-04-24 10:45:30 main:581] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311743 | Time: 2484.67 ms [2022-04-24 10:45:33 main:581] : INFO : Epoch 1711 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 2491.09 ms [2022-04-24 10:45:35 main:581] : INFO : Epoch 1712 | loss: 0.0311642 | val_loss: 0.0311715 | Time: 2484.36 ms [2022-04-24 10:45:38 main:581] : INFO : Epoch 1713 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 2488.42 ms [2022-04-24 10:45:40 main:581] : INFO : Epoch 1714 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 2484.22 ms [2022-04-24 10:45:42 main:581] : INFO : Epoch 1715 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 2489.93 ms [2022-04-24 10:45:45 main:581] : INFO : Epoch 1716 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 2490.49 ms [2022-04-24 10:45:47 main:581] : INFO : Epoch 1717 | loss: 0.0311634 | val_loss: 0.0311735 | Time: 2488.04 ms [2022-04-24 10:45:50 main:581] : INFO : Epoch 1718 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 2486.09 ms [2022-04-24 10:45:52 main:581] : INFO : Epoch 1719 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 2481.77 ms [2022-04-24 10:45:55 main:581] : INFO : Epoch 1720 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 2489.32 ms [2022-04-24 10:45:57 main:581] : INFO : Epoch 1721 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 2487.38 ms [2022-04-24 10:46:00 main:581] : INFO : Epoch 1722 | loss: 0.031162 | val_loss: 0.0311752 | Time: 2487.46 ms [2022-04-24 10:46:02 main:581] : INFO : Epoch 1723 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 2487.67 ms [2022-04-24 10:46:05 main:581] : INFO : Epoch 1724 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 2485.37 ms [2022-04-24 10:46:07 main:581] : INFO : Epoch 1725 | loss: 0.031166 | val_loss: 0.0311747 | Time: 2488.76 ms [2022-04-24 10:46:10 main:581] : INFO : Epoch 1726 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2488.73 ms [2022-04-24 10:46:12 main:581] : INFO : Epoch 1727 | loss: 0.031164 | val_loss: 0.0311712 | Time: 2485.94 ms [2022-04-24 10:46:15 main:581] : INFO : Epoch 1728 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 2487.01 ms [2022-04-24 10:46:17 main:581] : INFO : Epoch 1729 | loss: 0.0311649 | val_loss: 0.0311825 | Time: 2492.43 ms [2022-04-24 10:46:20 main:581] : INFO : Epoch 1730 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 2487.88 ms [2022-04-24 10:46:22 main:581] : INFO : Epoch 1731 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 2492.17 ms [2022-04-24 10:46:25 main:581] : INFO : Epoch 1732 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 2488.35 ms [2022-04-24 10:46:27 main:581] : INFO : Epoch 1733 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 2483.55 ms [2022-04-24 10:46:30 main:581] : INFO : Epoch 1734 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 2484.47 ms [2022-04-24 10:46:32 main:581] : INFO : Epoch 1735 | loss: 0.0311633 | val_loss: 0.0311735 | Time: 2492.85 ms [2022-04-24 10:46:35 main:581] : INFO : Epoch 1736 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 2488.53 ms [2022-04-24 10:46:37 main:581] : INFO : Epoch 1737 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 2485.98 ms [2022-04-24 10:46:40 main:581] : INFO : Epoch 1738 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 2490.38 ms [2022-04-24 10:46:42 main:581] : INFO : Epoch 1739 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 2487.6 ms [2022-04-24 10:46:45 main:581] : INFO : Epoch 1740 | loss: 0.031167 | val_loss: 0.0311773 | Time: 2484.67 ms [2022-04-24 10:46:47 main:581] : INFO : Epoch 1741 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 2492.08 ms [2022-04-24 10:46:50 main:581] : INFO : Epoch 1742 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 2481.92 ms [2022-04-24 10:46:52 main:581] : INFO : Epoch 1743 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 2482.81 ms [2022-04-24 10:46:55 main:581] : INFO : Epoch 1744 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 2490.52 ms [2022-04-24 10:46:57 main:581] : INFO : Epoch 1745 | loss: 0.031167 | val_loss: 0.0311775 | Time: 2487.42 ms [2022-04-24 10:47:00 main:581] : INFO : Epoch 1746 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2487.94 ms [2022-04-24 10:47:02 main:581] : INFO : Epoch 1747 | loss: 0.0311624 | val_loss: 0.0311722 | Time: 2485.67 ms [2022-04-24 10:47:05 main:581] : INFO : Epoch 1748 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 2493.29 ms [2022-04-24 10:47:07 main:581] : INFO : Epoch 1749 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 2490.94 ms [2022-04-24 10:47:10 main:581] : INFO : Epoch 1750 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2489.42 ms [2022-04-24 10:47:12 main:581] : INFO : Epoch 1751 | loss: 0.0311613 | val_loss: 0.0311736 | Time: 2487.05 ms [2022-04-24 10:47:15 main:581] : INFO : Epoch 1752 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 2490.53 ms [2022-04-24 10:47:17 main:581] : INFO : Epoch 1753 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 2494.2 ms [2022-04-24 10:47:20 main:581] : INFO : Epoch 1754 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 2488.01 ms [2022-04-24 10:47:22 main:581] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 2486.97 ms [2022-04-24 10:47:25 main:581] : INFO : Epoch 1756 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 2486.56 ms [2022-04-24 10:47:27 main:581] : INFO : Epoch 1757 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 2487.73 ms [2022-04-24 10:47:29 main:581] : INFO : Epoch 1758 | loss: 0.031173 | val_loss: 0.0311778 | Time: 2485.69 ms [2022-04-24 10:47:32 main:581] : INFO : Epoch 1759 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2483.71 ms [2022-04-24 10:47:34 main:581] : INFO : Epoch 1760 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 2488.85 ms [2022-04-24 10:47:37 main:581] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.0311726 | Time: 2486.7 ms [2022-04-24 10:47:39 main:581] : INFO : Epoch 1762 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 2486.85 ms [2022-04-24 10:47:42 main:581] : INFO : Epoch 1763 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 2489.7 ms [2022-04-24 10:47:44 main:581] : INFO : Epoch 1764 | loss: 0.031166 | val_loss: 0.0311707 | Time: 2485.37 ms [2022-04-24 10:47:47 main:581] : INFO : Epoch 1765 | loss: 0.031165 | val_loss: 0.0311757 | Time: 2482.95 ms [2022-04-24 10:47:49 main:581] : INFO : Epoch 1766 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 2489.84 ms [2022-04-24 10:47:52 main:581] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 2489.66 ms [2022-04-24 10:47:54 main:581] : INFO : Epoch 1768 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 2485.8 ms [2022-04-24 10:47:57 main:581] : INFO : Epoch 1769 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 2482.71 ms [2022-04-24 10:47:59 main:581] : INFO : Epoch 1770 | loss: 0.0311741 | val_loss: 0.0311731 | Time: 2489.67 ms [2022-04-24 10:48:02 main:581] : INFO : Epoch 1771 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2487.37 ms [2022-04-24 10:48:04 main:581] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311779 | Time: 2483.85 ms [2022-04-24 10:48:07 main:581] : INFO : Epoch 1773 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 2485.03 ms [2022-04-24 10:48:09 main:581] : INFO : Epoch 1774 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 2488.12 ms [2022-04-24 10:48:12 main:581] : INFO : Epoch 1775 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 2488.49 ms [2022-04-24 10:48:14 main:581] : INFO : Epoch 1776 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 2489.6 ms [2022-04-24 10:48:17 main:581] : INFO : Epoch 1777 | loss: 0.0311723 | val_loss: 0.0311718 | Time: 2492.67 ms [2022-04-24 10:48:19 main:581] : INFO : Epoch 1778 | loss: 0.0311679 | val_loss: 0.03117 | Time: 2486.96 ms [2022-04-24 10:48:22 main:581] : INFO : Epoch 1779 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 2490.23 ms [2022-04-24 10:48:24 main:581] : INFO : Epoch 1780 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2487.18 ms [2022-04-24 10:48:27 main:581] : INFO : Epoch 1781 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 2484.67 ms [2022-04-24 10:48:29 main:581] : INFO : Epoch 1782 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2482.47 ms [2022-04-24 10:48:32 main:581] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 2490.53 ms [2022-04-24 10:48:34 main:581] : INFO : Epoch 1784 | loss: 0.0311661 | val_loss: 0.0311784 | Time: 2486.57 ms [2022-04-24 10:48:37 main:581] : INFO : Epoch 1785 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 2487.48 ms [2022-04-24 10:48:39 main:581] : INFO : Epoch 1786 | loss: 0.0311675 | val_loss: 0.0311737 | Time: 2487.61 ms [2022-04-24 10:48:42 main:581] : INFO : Epoch 1787 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 2485.08 ms [2022-04-24 10:48:44 main:581] : INFO : Epoch 1788 | loss: 0.0311691 | val_loss: 0.031174 | Time: 2485.77 ms [2022-04-24 10:48:47 main:581] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.031178 | Time: 2492.89 ms [2022-04-24 10:48:49 main:581] : INFO : Epoch 1790 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 2489.97 ms [2022-04-24 10:48:52 main:581] : INFO : Epoch 1791 | loss: 0.0311654 | val_loss: 0.031178 | Time: 2485.73 ms [2022-04-24 10:48:54 main:581] : INFO : Epoch 1792 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 2491.18 ms [2022-04-24 10:48:57 main:581] : INFO : Epoch 1793 | loss: 0.0311662 | val_loss: 0.0311899 | Time: 2487.35 ms [2022-04-24 10:48:59 main:581] : INFO : Epoch 1794 | loss: 0.0311674 | val_loss: 0.0311771 | Time: 2487.11 ms [2022-04-24 10:49:02 main:581] : INFO : Epoch 1795 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 2491.75 ms [2022-04-24 10:49:04 main:581] : INFO : Epoch 1796 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 2490.6 ms [2022-04-24 10:49:07 main:581] : INFO : Epoch 1797 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 2493.03 ms [2022-04-24 10:49:09 main:581] : INFO : Epoch 1798 | loss: 0.0311686 | val_loss: 0.031175 | Time: 2489.75 ms [2022-04-24 10:49:12 main:581] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2489.42 ms [2022-04-24 10:49:14 main:581] : INFO : Epoch 1800 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 2490.73 ms [2022-04-24 10:49:16 main:581] : INFO : Epoch 1801 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 2486.8 ms [2022-04-24 10:49:19 main:581] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311774 | Time: 2486.6 ms [2022-04-24 10:49:21 main:581] : INFO : Epoch 1803 | loss: 0.0311672 | val_loss: 0.0311869 | Time: 2490.64 ms [2022-04-24 10:49:24 main:581] : INFO : Epoch 1804 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2489.37 ms [2022-04-24 10:49:26 main:581] : INFO : Epoch 1805 | loss: 0.0311654 | val_loss: 0.0311811 | Time: 2488.28 ms [2022-04-24 10:49:29 main:581] : INFO : Epoch 1806 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 2486.87 ms [2022-04-24 10:49:31 main:581] : INFO : Epoch 1807 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 2493.61 ms [2022-04-24 10:49:34 main:581] : INFO : Epoch 1808 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 2489.68 ms [2022-04-24 10:49:36 main:581] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 2489.59 ms [2022-04-24 10:49:39 main:581] : INFO : Epoch 1810 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 2492.19 ms [2022-04-24 10:49:41 main:581] : INFO : Epoch 1811 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 2489.03 ms [2022-04-24 10:49:44 main:581] : INFO : Epoch 1812 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 2487.25 ms [2022-04-24 10:49:46 main:581] : INFO : Epoch 1813 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 2490.44 ms [2022-04-24 10:49:49 main:581] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311815 | Time: 2490.77 ms [2022-04-24 10:49:51 main:581] : INFO : Epoch 1815 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 2490.16 ms [2022-04-24 10:49:54 main:581] : INFO : Epoch 1816 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 2493.51 ms [2022-04-24 10:49:56 main:581] : INFO : Epoch 1817 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 2491.06 ms [2022-04-24 10:49:59 main:581] : INFO : Epoch 1818 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 2488.39 ms [2022-04-24 10:50:01 main:581] : INFO : Epoch 1819 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 2492.1 ms [2022-04-24 10:50:04 main:581] : INFO : Epoch 1820 | loss: 0.0311645 | val_loss: 0.0311791 | Time: 2494.64 ms [2022-04-24 10:50:06 main:581] : INFO : Epoch 1821 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 2491.96 ms [2022-04-24 10:50:09 main:581] : INFO : Epoch 1822 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 2488.62 ms [2022-04-24 10:50:11 main:581] : INFO : Epoch 1823 | loss: 0.0311675 | val_loss: 0.0311782 | Time: 2494.48 ms [2022-04-24 10:50:14 main:581] : INFO : Epoch 1824 | loss: 0.0311647 | val_loss: 0.0311746 | Time: 2490.86 ms [2022-04-24 10:50:16 main:581] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 2494 ms [2022-04-24 10:50:19 main:581] : INFO : Epoch 1826 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2489.01 ms [2022-04-24 10:50:21 main:581] : INFO : Epoch 1827 | loss: 0.031163 | val_loss: 0.0311749 | Time: 2489.12 ms [2022-04-24 10:50:24 main:581] : INFO : Epoch 1828 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 2490.71 ms [2022-04-24 10:50:26 main:581] : INFO : Epoch 1829 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 2498.22 ms [2022-04-24 10:50:29 main:581] : INFO : Epoch 1830 | loss: 0.0311637 | val_loss: 0.0311739 | Time: 2494.3 ms [2022-04-24 10:50:31 main:581] : INFO : Epoch 1831 | loss: 0.031163 | val_loss: 0.0311728 | Time: 2490.01 ms [2022-04-24 10:50:34 main:581] : INFO : Epoch 1832 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 2486.49 ms [2022-04-24 10:50:36 main:581] : INFO : Epoch 1833 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 2496.35 ms [2022-04-24 10:50:39 main:581] : INFO : Epoch 1834 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 2491.35 ms [2022-04-24 10:50:41 main:581] : INFO : Epoch 1835 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 2488.77 ms [2022-04-24 10:50:44 main:581] : INFO : Epoch 1836 | loss: 0.031164 | val_loss: 0.0311756 | Time: 2492.45 ms [2022-04-24 10:50:46 main:581] : INFO : Epoch 1837 | loss: 0.0311647 | val_loss: 0.0311786 | Time: 2491.93 ms [2022-04-24 10:50:49 main:581] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 2489.62 ms [2022-04-24 10:50:51 main:581] : INFO : Epoch 1839 | loss: 0.0311682 | val_loss: 0.031188 | Time: 2489.03 ms [2022-04-24 10:50:54 main:581] : INFO : Epoch 1840 | loss: 0.031173 | val_loss: 0.0311771 | Time: 2492.96 ms [2022-04-24 10:50:56 main:581] : INFO : Epoch 1841 | loss: 0.0311685 | val_loss: 0.031177 | Time: 2489.62 ms [2022-04-24 10:50:59 main:581] : INFO : Epoch 1842 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2497.68 ms [2022-04-24 10:51:01 main:581] : INFO : Epoch 1843 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 2494.88 ms [2022-04-24 10:51:04 main:581] : INFO : Epoch 1844 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 2495.66 ms [2022-04-24 10:51:06 main:581] : INFO : Epoch 1845 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 2500.61 ms [2022-04-24 10:51:09 main:581] : INFO : Epoch 1846 | loss: 0.0311669 | val_loss: 0.0311834 | Time: 2494.3 ms [2022-04-24 10:51:11 main:581] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.031176 | Time: 2493.45 ms [2022-04-24 10:51:14 main:581] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.0311778 | Time: 2491.86 ms [2022-04-24 10:51:16 main:581] : INFO : Epoch 1849 | loss: 0.0311696 | val_loss: 0.0311798 | Time: 2496.53 ms [2022-04-24 10:51:19 main:581] : INFO : Epoch 1850 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 2492.61 ms [2022-04-24 10:51:21 main:581] : INFO : Epoch 1851 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 2495.67 ms [2022-04-24 10:51:24 main:581] : INFO : Epoch 1852 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 2454.91 ms [2022-04-24 10:51:26 main:581] : INFO : Epoch 1853 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 2448.49 ms [2022-04-24 10:51:28 main:581] : INFO : Epoch 1854 | loss: 0.031166 | val_loss: 0.0311771 | Time: 2432.36 ms [2022-04-24 10:51:31 main:581] : INFO : Epoch 1855 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 2428.8 ms [2022-04-24 10:51:33 main:581] : INFO : Epoch 1856 | loss: 0.0311649 | val_loss: 0.031177 | Time: 2431.28 ms [2022-04-24 10:51:36 main:581] : INFO : Epoch 1857 | loss: 0.0311631 | val_loss: 0.0311758 | Time: 2434.27 ms [2022-04-24 10:51:38 main:581] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 2430.98 ms [2022-04-24 10:51:41 main:581] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.0311745 | Time: 2429.9 ms [2022-04-24 10:51:43 main:581] : INFO : Epoch 1860 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2433 ms [2022-04-24 10:51:45 main:581] : INFO : Epoch 1861 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2435.85 ms [2022-04-24 10:51:48 main:581] : INFO : Epoch 1862 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2435.5 ms [2022-04-24 10:51:50 main:581] : INFO : Epoch 1863 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 2429.67 ms [2022-04-24 10:51:53 main:581] : INFO : Epoch 1864 | loss: 0.031161 | val_loss: 0.0311743 | Time: 2437.03 ms [2022-04-24 10:51:55 main:581] : INFO : Epoch 1865 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 2433.16 ms [2022-04-24 10:51:58 main:581] : INFO : Epoch 1866 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 2427.65 ms [2022-04-24 10:52:00 main:581] : INFO : Epoch 1867 | loss: 0.031164 | val_loss: 0.0311758 | Time: 2435.75 ms [2022-04-24 10:52:02 main:581] : INFO : Epoch 1868 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2433.71 ms [2022-04-24 10:52:05 main:581] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 2431.03 ms [2022-04-24 10:52:07 main:581] : INFO : Epoch 1870 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2422.91 ms [2022-04-24 10:52:10 main:581] : INFO : Epoch 1871 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 2432.97 ms [2022-04-24 10:52:12 main:581] : INFO : Epoch 1872 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2430.79 ms [2022-04-24 10:52:15 main:581] : INFO : Epoch 1873 | loss: 0.031164 | val_loss: 0.0311743 | Time: 2429.41 ms [2022-04-24 10:52:17 main:581] : INFO : Epoch 1874 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 2427.08 ms [2022-04-24 10:52:20 main:581] : INFO : Epoch 1875 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 2434.41 ms [2022-04-24 10:52:22 main:581] : INFO : Epoch 1876 | loss: 0.031169 | val_loss: 0.031176 | Time: 2431.67 ms [2022-04-24 10:52:24 main:581] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.031181 | Time: 2425.58 ms [2022-04-24 10:52:27 main:581] : INFO : Epoch 1878 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2436.94 ms [2022-04-24 10:52:29 main:581] : INFO : Epoch 1879 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 2433.55 ms [2022-04-24 10:52:32 main:581] : INFO : Epoch 1880 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 2432.13 ms [2022-04-24 10:52:34 main:581] : INFO : Epoch 1881 | loss: 0.031166 | val_loss: 0.0311722 | Time: 2438.4 ms [2022-04-24 10:52:37 main:581] : INFO : Epoch 1882 | loss: 0.031171 | val_loss: 0.0311739 | Time: 2429.88 ms [2022-04-24 10:52:39 main:581] : INFO : Epoch 1883 | loss: 0.031171 | val_loss: 0.0311743 | Time: 2426.76 ms [2022-04-24 10:52:41 main:581] : INFO : Epoch 1884 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 2436.72 ms [2022-04-24 10:52:44 main:581] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 2430.89 ms [2022-04-24 10:52:46 main:581] : INFO : Epoch 1886 | loss: 0.0311713 | val_loss: 0.031173 | Time: 2429.03 ms [2022-04-24 10:52:49 main:581] : INFO : Epoch 1887 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2429.88 ms [2022-04-24 10:52:51 main:581] : INFO : Epoch 1888 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 2429.74 ms [2022-04-24 10:52:54 main:581] : INFO : Epoch 1889 | loss: 0.0311689 | val_loss: 0.0311705 | Time: 2435.69 ms [2022-04-24 10:52:56 main:581] : INFO : Epoch 1890 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2434.7 ms [2022-04-24 10:52:58 main:581] : INFO : Epoch 1891 | loss: 0.0311703 | val_loss: 0.0311717 | Time: 2429.19 ms [2022-04-24 10:53:01 main:581] : INFO : Epoch 1892 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 2435.03 ms [2022-04-24 10:53:03 main:581] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 2430.76 ms [2022-04-24 10:53:06 main:581] : INFO : Epoch 1894 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 2433.76 ms [2022-04-24 10:53:08 main:581] : INFO : Epoch 1895 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 2426.6 ms [2022-04-24 10:53:11 main:581] : INFO : Epoch 1896 | loss: 0.031165 | val_loss: 0.0311711 | Time: 2436.29 ms [2022-04-24 10:53:13 main:581] : INFO : Epoch 1897 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 2430.9 ms [2022-04-24 10:53:15 main:581] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 2442.01 ms [2022-04-24 10:53:18 main:581] : INFO : Epoch 1899 | loss: 0.0311704 | val_loss: 0.0311895 | Time: 2436.41 ms [2022-04-24 10:53:20 main:581] : INFO : Epoch 1900 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 2439.79 ms [2022-04-24 10:53:23 main:581] : INFO : Epoch 1901 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 2432.96 ms [2022-04-24 10:53:25 main:581] : INFO : Epoch 1902 | loss: 0.031167 | val_loss: 0.0311743 | Time: 2426.77 ms [2022-04-24 10:53:28 main:581] : INFO : Epoch 1903 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 2437.07 ms [2022-04-24 10:53:30 main:581] : INFO : Epoch 1904 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 2441.57 ms [2022-04-24 10:53:32 main:581] : INFO : Epoch 1905 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 2428.84 ms [2022-04-24 10:53:35 main:581] : INFO : Epoch 1906 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 2430.42 ms [2022-04-24 10:53:37 main:581] : INFO : Epoch 1907 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 2427 ms [2022-04-24 10:53:40 main:581] : INFO : Epoch 1908 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 2433.6 ms [2022-04-24 10:53:42 main:581] : INFO : Epoch 1909 | loss: 0.0311634 | val_loss: 0.0311719 | Time: 2429.18 ms [2022-04-24 10:53:45 main:581] : INFO : Epoch 1910 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 2441.6 ms [2022-04-24 10:53:47 main:581] : INFO : Epoch 1911 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2431.9 ms [2022-04-24 10:53:50 main:581] : INFO : Epoch 1912 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 2430.34 ms [2022-04-24 10:53:52 main:581] : INFO : Epoch 1913 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 2430.83 ms [2022-04-24 10:53:54 main:581] : INFO : Epoch 1914 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 2434.78 ms [2022-04-24 10:53:57 main:581] : INFO : Epoch 1915 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 2480.02 ms [2022-04-24 10:53:59 main:581] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 2482.4 ms [2022-04-24 10:54:02 main:581] : INFO : Epoch 1917 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2483.23 ms [2022-04-24 10:54:04 main:581] : INFO : Epoch 1918 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 2481.63 ms [2022-04-24 10:54:07 main:581] : INFO : Epoch 1919 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2484.07 ms [2022-04-24 10:54:09 main:581] : INFO : Epoch 1920 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 2483.22 ms [2022-04-24 10:54:12 main:581] : INFO : Epoch 1921 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 2487.37 ms [2022-04-24 10:54:14 main:581] : INFO : Epoch 1922 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2482.03 ms [2022-04-24 10:54:17 main:581] : INFO : Epoch 1923 | loss: 0.031165 | val_loss: 0.031168 | Time: 2486.57 ms [2022-04-24 10:54:19 main:581] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 2481.87 ms [2022-04-24 10:54:22 main:581] : INFO : Epoch 1925 | loss: 0.033313 | val_loss: 0.0353143 | Time: 2486.81 ms [2022-04-24 10:54:24 main:581] : INFO : Epoch 1926 | loss: 0.0354164 | val_loss: 0.0320655 | Time: 2484.52 ms [2022-04-24 10:54:27 main:581] : INFO : Epoch 1927 | loss: 0.0315158 | val_loss: 0.0313257 | Time: 2486.75 ms [2022-04-24 10:54:29 main:581] : INFO : Epoch 1928 | loss: 0.0312702 | val_loss: 0.0312318 | Time: 2483.98 ms [2022-04-24 10:54:32 main:581] : INFO : Epoch 1929 | loss: 0.0312238 | val_loss: 0.0312116 | Time: 2481.97 ms [2022-04-24 10:54:34 main:581] : INFO : Epoch 1930 | loss: 0.031201 | val_loss: 0.0311885 | Time: 2488.63 ms [2022-04-24 10:54:37 main:581] : INFO : Epoch 1931 | loss: 0.0311788 | val_loss: 0.0311748 | Time: 2482.39 ms [2022-04-24 10:54:39 main:581] : INFO : Epoch 1932 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 2482.39 ms [2022-04-24 10:54:42 main:581] : INFO : Epoch 1933 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2485 ms [2022-04-24 10:54:44 main:581] : INFO : Epoch 1934 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 2491.88 ms [2022-04-24 10:54:47 main:581] : INFO : Epoch 1935 | loss: 0.0311732 | val_loss: 0.0311717 | Time: 2486.74 ms [2022-04-24 10:54:49 main:581] : INFO : Epoch 1936 | loss: 0.0311705 | val_loss: 0.0311708 | Time: 2484.21 ms [2022-04-24 10:54:52 main:581] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 2491.25 ms [2022-04-24 10:54:54 main:581] : INFO : Epoch 1938 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 2487.05 ms [2022-04-24 10:54:57 main:581] : INFO : Epoch 1939 | loss: 0.0311641 | val_loss: 0.031172 | Time: 2485.58 ms [2022-04-24 10:54:59 main:581] : INFO : Epoch 1940 | loss: 0.031163 | val_loss: 0.0311737 | Time: 2487.66 ms [2022-04-24 10:55:02 main:581] : INFO : Epoch 1941 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2490.27 ms [2022-04-24 10:55:04 main:581] : INFO : Epoch 1942 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 2486.85 ms [2022-04-24 10:55:06 main:581] : INFO : Epoch 1943 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 2490.24 ms [2022-04-24 10:55:09 main:581] : INFO : Epoch 1944 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2492.87 ms [2022-04-24 10:55:11 main:581] : INFO : Epoch 1945 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 2491.58 ms [2022-04-24 10:55:14 main:581] : INFO : Epoch 1946 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2492.98 ms [2022-04-24 10:55:16 main:581] : INFO : Epoch 1947 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 2498.46 ms [2022-04-24 10:55:19 main:581] : INFO : Epoch 1948 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 2487.95 ms [2022-04-24 10:55:21 main:581] : INFO : Epoch 1949 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 2489.92 ms [2022-04-24 10:55:24 main:581] : INFO : Epoch 1950 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 2484.75 ms [2022-04-24 10:55:26 main:581] : INFO : Epoch 1951 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 2485.3 ms [2022-04-24 10:55:29 main:581] : INFO : Epoch 1952 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 2488.43 ms [2022-04-24 10:55:31 main:581] : INFO : Epoch 1953 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 2490.86 ms [2022-04-24 10:55:34 main:581] : INFO : Epoch 1954 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 2486.87 ms [2022-04-24 10:55:36 main:581] : INFO : Epoch 1955 | loss: 0.031164 | val_loss: 0.031173 | Time: 2484.91 ms [2022-04-24 10:55:39 main:581] : INFO : Epoch 1956 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 2485.82 ms [2022-04-24 10:55:41 main:581] : INFO : Epoch 1957 | loss: 0.0311618 | val_loss: 0.031171 | Time: 2485.16 ms [2022-04-24 10:55:44 main:581] : INFO : Epoch 1958 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 2486.67 ms [2022-04-24 10:55:46 main:581] : INFO : Epoch 1959 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2485.77 ms [2022-04-24 10:55:49 main:581] : INFO : Epoch 1960 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2484.5 ms [2022-04-24 10:55:51 main:581] : INFO : Epoch 1961 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 2486.95 ms [2022-04-24 10:55:54 main:581] : INFO : Epoch 1962 | loss: 0.0311595 | val_loss: 0.031173 | Time: 2486.13 ms [2022-04-24 10:55:56 main:581] : INFO : Epoch 1963 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 2483.95 ms [2022-04-24 10:55:59 main:581] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.031172 | Time: 2482.8 ms [2022-04-24 10:56:01 main:581] : INFO : Epoch 1965 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 2482.94 ms [2022-04-24 10:56:04 main:581] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 2485.95 ms [2022-04-24 10:56:06 main:581] : INFO : Epoch 1967 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 2484.15 ms [2022-04-24 10:56:09 main:581] : INFO : Epoch 1968 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 2481.23 ms [2022-04-24 10:56:11 main:581] : INFO : Epoch 1969 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 2479.35 ms [2022-04-24 10:56:14 main:581] : INFO : Epoch 1970 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 2481.87 ms [2022-04-24 10:56:16 main:581] : INFO : Epoch 1971 | loss: 0.0311594 | val_loss: 0.0311731 | Time: 2483.27 ms [2022-04-24 10:56:19 main:581] : INFO : Epoch 1972 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 2485.08 ms [2022-04-24 10:56:21 main:581] : INFO : Epoch 1973 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 2483.9 ms [2022-04-24 10:56:24 main:581] : INFO : Epoch 1974 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2487.83 ms [2022-04-24 10:56:26 main:581] : INFO : Epoch 1975 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2484 ms [2022-04-24 10:56:29 main:581] : INFO : Epoch 1976 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 2483.66 ms [2022-04-24 10:56:31 main:581] : INFO : Epoch 1977 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 2482.31 ms [2022-04-24 10:56:34 main:581] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2487.27 ms [2022-04-24 10:56:36 main:581] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2483.77 ms [2022-04-24 10:56:38 main:581] : INFO : Epoch 1980 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2483.08 ms [2022-04-24 10:56:41 main:581] : INFO : Epoch 1981 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2484.43 ms [2022-04-24 10:56:43 main:581] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 2487.04 ms [2022-04-24 10:56:46 main:581] : INFO : Epoch 1983 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 2482.4 ms [2022-04-24 10:56:48 main:581] : INFO : Epoch 1984 | loss: 0.0311599 | val_loss: 0.0311718 | Time: 2480.04 ms [2022-04-24 10:56:51 main:581] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 2484.65 ms [2022-04-24 10:56:53 main:581] : INFO : Epoch 1986 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 2484.08 ms [2022-04-24 10:56:56 main:581] : INFO : Epoch 1987 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 2481.76 ms [2022-04-24 10:56:58 main:581] : INFO : Epoch 1988 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2481.01 ms [2022-04-24 10:57:01 main:581] : INFO : Epoch 1989 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 2487.5 ms [2022-04-24 10:57:03 main:581] : INFO : Epoch 1990 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 2483.98 ms [2022-04-24 10:57:06 main:581] : INFO : Epoch 1991 | loss: 0.0311652 | val_loss: 0.0311712 | Time: 2479.85 ms [2022-04-24 10:57:08 main:581] : INFO : Epoch 1992 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 2485.99 ms [2022-04-24 10:57:11 main:581] : INFO : Epoch 1993 | loss: 0.031164 | val_loss: 0.0311726 | Time: 2482.74 ms [2022-04-24 10:57:13 main:581] : INFO : Epoch 1994 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 2485.92 ms [2022-04-24 10:57:16 main:581] : INFO : Epoch 1995 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 2487.43 ms [2022-04-24 10:57:18 main:581] : INFO : Epoch 1996 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2486.64 ms [2022-04-24 10:57:21 main:581] : INFO : Epoch 1997 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2483.92 ms [2022-04-24 10:57:23 main:581] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 2481.28 ms [2022-04-24 10:57:26 main:581] : INFO : Epoch 1999 | loss: 0.031161 | val_loss: 0.0311719 | Time: 2482.92 ms [2022-04-24 10:57:28 main:581] : INFO : Epoch 2000 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 2486.27 ms [2022-04-24 10:57:31 main:581] : INFO : Epoch 2001 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 2481.4 ms [2022-04-24 10:57:33 main:581] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 2482.82 ms [2022-04-24 10:57:36 main:581] : INFO : Epoch 2003 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 2481.5 ms [2022-04-24 10:57:38 main:581] : INFO : Epoch 2004 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 2488.68 ms [2022-04-24 10:57:41 main:581] : INFO : Epoch 2005 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 2482.11 ms [2022-04-24 10:57:43 main:581] : INFO : Epoch 2006 | loss: 0.03116 | val_loss: 0.0311739 | Time: 2484.55 ms [2022-04-24 10:57:46 main:581] : INFO : Epoch 2007 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 2485.83 ms [2022-04-24 10:57:48 main:581] : INFO : Epoch 2008 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 2484.42 ms [2022-04-24 10:57:51 main:581] : INFO : Epoch 2009 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 2480.56 ms [2022-04-24 10:57:53 main:581] : INFO : Epoch 2010 | loss: 0.03116 | val_loss: 0.0311716 | Time: 2488.07 ms [2022-04-24 10:57:55 main:581] : INFO : Epoch 2011 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 2485.31 ms [2022-04-24 10:57:58 main:581] : INFO : Epoch 2012 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 2487.96 ms [2022-04-24 10:58:00 main:581] : INFO : Epoch 2013 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 2482.01 ms [2022-04-24 10:58:03 main:581] : INFO : Epoch 2014 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 2478.95 ms [2022-04-24 10:58:05 main:581] : INFO : Epoch 2015 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 2491.6 ms [2022-04-24 10:58:08 main:581] : INFO : Epoch 2016 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 2483.61 ms [2022-04-24 10:58:10 main:581] : INFO : Epoch 2017 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 2490.84 ms [2022-04-24 10:58:13 main:581] : INFO : Epoch 2018 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 2483.7 ms [2022-04-24 10:58:15 main:581] : INFO : Epoch 2019 | loss: 0.031164 | val_loss: 0.0311756 | Time: 2483.61 ms [2022-04-24 10:58:18 main:581] : INFO : Epoch 2020 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 2487.68 ms [2022-04-24 10:58:20 main:581] : INFO : Epoch 2021 | loss: 0.031164 | val_loss: 0.0311768 | Time: 2483.59 ms [2022-04-24 10:58:23 main:581] : INFO : Epoch 2022 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 2482.56 ms [2022-04-24 10:58:25 main:581] : INFO : Epoch 2023 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2486.79 ms [2022-04-24 10:58:28 main:581] : INFO : Epoch 2024 | loss: 0.031165 | val_loss: 0.0311733 | Time: 2483.51 ms [2022-04-24 10:58:30 main:581] : INFO : Epoch 2025 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 2486.86 ms [2022-04-24 10:58:33 main:581] : INFO : Epoch 2026 | loss: 0.031164 | val_loss: 0.0311754 | Time: 2483.81 ms [2022-04-24 10:58:35 main:581] : INFO : Epoch 2027 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 2486.18 ms [2022-04-24 10:58:38 main:581] : INFO : Epoch 2028 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 2484.49 ms [2022-04-24 10:58:40 main:581] : INFO : Epoch 2029 | loss: 0.0311656 | val_loss: 0.0311787 | Time: 2480.93 ms [2022-04-24 10:58:43 main:581] : INFO : Epoch 2030 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 2480.9 ms [2022-04-24 10:58:45 main:581] : INFO : Epoch 2031 | loss: 0.0311631 | val_loss: 0.0311758 | Time: 2485.8 ms [2022-04-24 10:58:48 main:581] : INFO : Epoch 2032 | loss: 0.0311624 | val_loss: 0.0311777 | Time: 2487.21 ms [2022-04-24 10:58:50 main:581] : INFO : Epoch 2033 | loss: 0.031164 | val_loss: 0.0311736 | Time: 2483.1 ms [2022-04-24 10:58:53 main:581] : INFO : Epoch 2034 | loss: 0.0311652 | val_loss: 0.031178 | Time: 2481.44 ms [2022-04-24 10:58:55 main:581] : INFO : Epoch 2035 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 2488.29 ms [2022-04-24 10:58:58 main:581] : INFO : Epoch 2036 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 2481.86 ms [2022-04-24 10:59:00 main:581] : INFO : Epoch 2037 | loss: 0.0311608 | val_loss: 0.0311759 | Time: 2483.47 ms [2022-04-24 10:59:03 main:581] : INFO : Epoch 2038 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 2483.31 ms [2022-04-24 10:59:05 main:581] : INFO : Epoch 2039 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 2486.94 ms [2022-04-24 10:59:08 main:581] : INFO : Epoch 2040 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 2483.35 ms [2022-04-24 10:59:10 main:581] : INFO : Epoch 2041 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 2482.45 ms [2022-04-24 10:59:13 main:581] : INFO : Epoch 2042 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 2482.48 ms [2022-04-24 10:59:15 main:581] : INFO : Epoch 2043 | loss: 0.0311597 | val_loss: 0.0311745 | Time: 2486.2 ms [2022-04-24 10:59:17 main:581] : INFO : Epoch 2044 | loss: 0.0311596 | val_loss: 0.0311748 | Time: 2486.13 ms [2022-04-24 10:59:20 main:581] : INFO : Epoch 2045 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 2484.43 ms [2022-04-24 10:59:22 main:581] : INFO : Epoch 2046 | loss: 0.0311592 | val_loss: 0.0311725 | Time: 2483.57 ms [2022-04-24 10:59:25 main:581] : INFO : Epoch 2047 | loss: 0.0311587 | val_loss: 0.031174 | Time: 2484.56 ms [2022-04-24 10:59:27 main:581] : INFO : Epoch 2048 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 2485.71 ms [2022-04-24 10:59:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311717 [2022-04-24 10:59:27 main:610] : INFO : Saving end state to config to file [2022-04-24 10:59:27 main:615] : INFO : Success, exiting.. 10:59:27 (263763): 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)