Task 12939340
| Name | ParityModified-1645994137-16363-2-0_1 |
| Workunit | 10069244 |
| Created | 11 Mar 2022, 18:05:28 UTC |
| Sent | 11 Mar 2022, 18:08:59 UTC |
| Report deadline | 19 Mar 2022, 18:08:59 UTC |
| Received | 12 Mar 2022, 12:21:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 14 min 46 sec |
| CPU time | 3 hours 13 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311418 | val_loss: 0.0311751 | Time: 5564.16 ms [2022-03-12 02:42:58 main:574] : INFO : Epoch 1543 | loss: 0.0311424 | val_loss: 0.0311753 | Time: 5616.51 ms [2022-03-12 02:43:03 main:574] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.0311815 | Time: 5516.92 ms [2022-03-12 02:43:09 main:574] : INFO : Epoch 1545 | loss: 0.0311432 | val_loss: 0.0311776 | Time: 5510.51 ms [2022-03-12 02:43:14 main:574] : INFO : Epoch 1546 | loss: 0.0311435 | val_loss: 0.0311785 | Time: 5550.4 ms [2022-03-12 02:43:20 main:574] : INFO : Epoch 1547 | loss: 0.0311443 | val_loss: 0.0311786 | Time: 5692.95 ms [2022-03-12 02:43:25 main:574] : INFO : Epoch 1548 | loss: 0.0311414 | val_loss: 0.0311793 | Time: 5582.18 ms [2022-03-12 02:43:31 main:574] : INFO : Epoch 1549 | loss: 0.0311407 | val_loss: 0.031182 | Time: 5608.25 ms [2022-03-12 02:43:37 main:574] : INFO : Epoch 1550 | loss: 0.0311443 | val_loss: 0.0311786 | Time: 5527.65 ms [2022-03-12 02:43:42 main:574] : INFO : Epoch 1551 | loss: 0.0311443 | val_loss: 0.0311809 | Time: 5507.16 ms [2022-03-12 02:43:48 main:574] : INFO : Epoch 1552 | loss: 0.0311421 | val_loss: 0.0311807 | Time: 6014.25 ms [2022-03-12 02:43:54 main:574] : INFO : Epoch 1553 | loss: 0.031143 | val_loss: 0.0311798 | Time: 5644.69 ms [2022-03-12 02:43:59 main:574] : INFO : Epoch 1554 | loss: 0.0311432 | val_loss: 0.0311735 | Time: 5547.01 ms [2022-03-12 02:44:05 main:574] : INFO : Epoch 1555 | loss: 0.0311413 | val_loss: 0.0311784 | Time: 5469.1 ms [2022-03-12 02:44:10 main:574] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311805 | Time: 5513.42 ms [2022-03-12 02:44:16 main:574] : INFO : Epoch 1557 | loss: 0.0311441 | val_loss: 0.0311754 | Time: 5594.84 ms [2022-03-12 02:44:22 main:574] : INFO : Epoch 1558 | loss: 0.031145 | val_loss: 0.0311786 | Time: 5936.89 ms [2022-03-12 02:44:28 main:574] : INFO : Epoch 1559 | loss: 0.0311454 | val_loss: 0.0311815 | Time: 5639.46 ms [2022-03-12 02:44:33 main:574] : INFO : Epoch 1560 | loss: 0.0311418 | val_loss: 0.0311829 | Time: 5632 ms [2022-03-12 02:44:39 main:574] : INFO : Epoch 1561 | loss: 0.0311431 | val_loss: 0.031181 | Time: 5601.79 ms [2022-03-12 02:44:44 main:574] : INFO : Epoch 1562 | loss: 0.0311465 | val_loss: 0.0311783 | Time: 5451.4 ms [2022-03-12 02:44:50 main:574] : INFO : Epoch 1563 | loss: 0.0311462 | val_loss: 0.0311779 | Time: 5554.21 ms [2022-03-12 02:44:55 main:574] : INFO : Epoch 1564 | loss: 0.0311514 | val_loss: 0.0311757 | Time: 5616.55 ms [2022-03-12 02:45:01 main:574] : INFO : Epoch 1565 | loss: 0.0311526 | val_loss: 0.0311759 | Time: 5557.48 ms [2022-03-12 02:45:07 main:574] : INFO : Epoch 1566 | loss: 0.0311561 | val_loss: 0.0311806 | Time: 5568.29 ms [2022-03-12 02:45:12 main:574] : INFO : Epoch 1567 | loss: 0.0311554 | val_loss: 0.0311759 | Time: 5530.63 ms [2022-03-12 02:45:18 main:574] : INFO : Epoch 1568 | loss: 0.0311533 | val_loss: 0.0311787 | Time: 5644.14 ms [2022-03-12 02:45:23 main:574] : INFO : Epoch 1569 | loss: 0.0311512 | val_loss: 0.0311798 | Time: 5590.76 ms [2022-03-12 02:45:29 main:574] : INFO : Epoch 1570 | loss: 0.0311487 | val_loss: 0.0311757 | Time: 5570.85 ms [2022-03-12 02:45:35 main:574] : INFO : Epoch 1571 | loss: 0.0311501 | val_loss: 0.0311741 | Time: 5651.57 ms [2022-03-12 02:45:40 main:574] : INFO : Epoch 1572 | loss: 0.0311473 | val_loss: 0.0311772 | Time: 5722.03 ms [2022-03-12 02:45:46 main:574] : INFO : Epoch 1573 | loss: 0.0311497 | val_loss: 0.0311757 | Time: 5587.99 ms [2022-03-12 02:45:52 main:574] : INFO : Epoch 1574 | loss: 0.0311499 | val_loss: 0.0311756 | Time: 5584.79 ms [2022-03-12 02:45:57 main:574] : INFO : Epoch 1575 | loss: 0.0311465 | val_loss: 0.031176 | Time: 5572.64 ms [2022-03-12 02:46:03 main:574] : INFO : Epoch 1576 | loss: 0.0311464 | val_loss: 0.031177 | Time: 5546.14 ms [2022-03-12 02:46:08 main:574] : INFO : Epoch 1577 | loss: 0.0311462 | val_loss: 0.0311807 | Time: 5601.16 ms [2022-03-12 02:46:14 main:574] : INFO : Epoch 1578 | loss: 0.0311462 | val_loss: 0.031172 | Time: 5625.68 ms [2022-03-12 02:46:19 main:574] : INFO : Epoch 1579 | loss: 0.0311463 | val_loss: 0.031178 | Time: 5618.91 ms [2022-03-12 02:46:25 main:574] : INFO : Epoch 1580 | loss: 0.0311471 | val_loss: 0.0311759 | Time: 5604.64 ms [2022-03-12 02:46:31 main:574] : INFO : Epoch 1581 | loss: 0.03115 | val_loss: 0.0311793 | Time: 5672.97 ms [2022-03-12 02:46:36 main:574] : INFO : Epoch 1582 | loss: 0.0311522 | val_loss: 0.0311789 | Time: 5631.37 ms [2022-03-12 02:46:42 main:574] : INFO : Epoch 1583 | loss: 0.0311494 | val_loss: 0.0311842 | Time: 5527.4 ms [2022-03-12 02:46:48 main:574] : INFO : Epoch 1584 | loss: 0.0311491 | val_loss: 0.031186 | Time: 5614.27 ms [2022-03-12 02:46:53 main:574] : INFO : Epoch 1585 | loss: 0.031147 | val_loss: 0.0311784 | Time: 5571.57 ms [2022-03-12 02:46:59 main:574] : INFO : Epoch 1586 | loss: 0.0311477 | val_loss: 0.0311891 | Time: 5524.29 ms [2022-03-12 02:47:04 main:574] : INFO : Epoch 1587 | loss: 0.0311462 | val_loss: 0.0311781 | Time: 5565.38 ms [2022-03-12 02:47:10 main:574] : INFO : Epoch 1588 | loss: 0.031144 | val_loss: 0.0311775 | Time: 5910.03 ms [2022-03-12 02:47:16 main:574] : INFO : Epoch 1589 | loss: 0.0311433 | val_loss: 0.0311766 | Time: 5523.46 ms [2022-03-12 02:47:21 main:574] : INFO : Epoch 1590 | loss: 0.0311431 | val_loss: 0.0311782 | Time: 5561.96 ms [2022-03-12 02:47:27 main:574] : INFO : Epoch 1591 | loss: 0.0311461 | val_loss: 0.0311773 | Time: 5585.38 ms [2022-03-12 02:47:32 main:574] : INFO : Epoch 1592 | loss: 0.0311435 | val_loss: 0.0311751 | Time: 5588.15 ms [2022-03-12 02:47:38 main:574] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.0311788 | Time: 5497.1 ms [2022-03-12 02:47:44 main:574] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.0311794 | Time: 5540.23 ms [2022-03-12 02:47:49 main:574] : INFO : Epoch 1595 | loss: 0.0311449 | val_loss: 0.0311834 | Time: 5468.61 ms [2022-03-12 02:47:55 main:574] : INFO : Epoch 1596 | loss: 0.0311506 | val_loss: 0.0311878 | Time: 5578.78 ms [2022-03-12 02:48:00 main:574] : INFO : Epoch 1597 | loss: 0.0311538 | val_loss: 0.031181 | Time: 5644.33 ms [2022-03-12 02:48:06 main:574] : INFO : Epoch 1598 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 5572.56 ms [2022-03-12 02:48:12 main:574] : INFO : Epoch 1599 | loss: 0.0311722 | val_loss: 0.031175 | Time: 5706.05 ms [2022-03-12 02:48:17 main:574] : INFO : Epoch 1600 | loss: 0.03117 | val_loss: 0.0311743 | Time: 5709.21 ms [2022-03-12 02:48:23 main:574] : INFO : Epoch 1601 | loss: 0.0311676 | val_loss: 0.0311801 | Time: 5533.77 ms [2022-03-12 02:48:28 main:574] : INFO : Epoch 1602 | loss: 0.0311637 | val_loss: 0.031175 | Time: 5520.1 ms [2022-03-12 02:48:34 main:574] : INFO : Epoch 1603 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 5545.22 ms [2022-03-12 02:48:39 main:574] : INFO : Epoch 1604 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 5525.03 ms [2022-03-12 02:48:45 main:574] : INFO : Epoch 1605 | loss: 0.0311558 | val_loss: 0.0311711 | Time: 5532.06 ms [2022-03-12 02:48:50 main:574] : INFO : Epoch 1606 | loss: 0.0311557 | val_loss: 0.0311703 | Time: 5586.5 ms [2022-03-12 02:48:56 main:574] : INFO : Epoch 1607 | loss: 0.0311537 | val_loss: 0.0311725 | Time: 5549.11 ms [2022-03-12 02:49:02 main:574] : INFO : Epoch 1608 | loss: 0.0311546 | val_loss: 0.0311715 | Time: 5559.44 ms [2022-03-12 02:49:07 main:574] : INFO : Epoch 1609 | loss: 0.0311544 | val_loss: 0.0311727 | Time: 5562.5 ms [2022-03-12 02:49:13 main:574] : INFO : Epoch 1610 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 6093.12 ms [2022-03-12 02:49:19 main:574] : INFO : Epoch 1611 | loss: 0.0311514 | val_loss: 0.0311746 | Time: 5831.09 ms [2022-03-12 02:49:25 main:574] : INFO : Epoch 1612 | loss: 0.0311499 | val_loss: 0.031173 | Time: 5565.4 ms [2022-03-12 02:49:30 main:574] : INFO : Epoch 1613 | loss: 0.0311494 | val_loss: 0.0311782 | Time: 5761.57 ms [2022-03-12 02:49:36 main:574] : INFO : Epoch 1614 | loss: 0.031149 | val_loss: 0.0311728 | Time: 5775.04 ms [2022-03-12 02:49:42 main:574] : INFO : Epoch 1615 | loss: 0.0311498 | val_loss: 0.0311795 | Time: 5668.75 ms [2022-03-12 02:49:47 main:574] : INFO : Epoch 1616 | loss: 0.0311512 | val_loss: 0.0311748 | Time: 5557.27 ms [2022-03-12 02:49:53 main:574] : INFO : Epoch 1617 | loss: 0.0311516 | val_loss: 0.0311762 | Time: 5550.6 ms [2022-03-12 02:49:59 main:574] : INFO : Epoch 1618 | loss: 0.0311506 | val_loss: 0.0311784 | Time: 5694.05 ms [2022-03-12 02:50:04 main:574] : INFO : Epoch 1619 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 5559.14 ms [2022-03-12 02:50:10 main:574] : INFO : Epoch 1620 | loss: 0.031148 | val_loss: 0.0311776 | Time: 5599.21 ms [2022-03-12 02:50:16 main:574] : INFO : Epoch 1621 | loss: 0.031149 | val_loss: 0.0311769 | Time: 5575.88 ms [2022-03-12 02:50:21 main:574] : INFO : Epoch 1622 | loss: 0.0311475 | val_loss: 0.0311741 | Time: 5581.67 ms [2022-03-12 02:50:27 main:574] : INFO : Epoch 1623 | loss: 0.0311477 | val_loss: 0.0311796 | Time: 5606.42 ms [2022-03-12 02:50:32 main:574] : INFO : Epoch 1624 | loss: 0.0311467 | val_loss: 0.0311773 | Time: 5551.02 ms [2022-03-12 02:50:38 main:574] : INFO : Epoch 1625 | loss: 0.0311552 | val_loss: 0.0311851 | Time: 5506.83 ms [2022-03-12 02:50:43 main:574] : INFO : Epoch 1626 | loss: 0.0311547 | val_loss: 0.0311802 | Time: 5581.89 ms [2022-03-12 02:50:49 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311785 | Time: 5608.37 ms [2022-03-12 02:50:54 main:574] : INFO : Epoch 1628 | loss: 0.0311512 | val_loss: 0.0311774 | Time: 5505.77 ms [2022-03-12 02:51:00 main:574] : INFO : Epoch 1629 | loss: 0.0311507 | val_loss: 0.0311775 | Time: 5567.24 ms [2022-03-12 02:51:06 main:574] : INFO : Epoch 1630 | loss: 0.031154 | val_loss: 0.0311767 | Time: 5502.43 ms [2022-03-12 02:51:11 main:574] : INFO : Epoch 1631 | loss: 0.0311529 | val_loss: 0.0311766 | Time: 5586.58 ms [2022-03-12 02:51:17 main:574] : INFO : Epoch 1632 | loss: 0.0311521 | val_loss: 0.031175 | Time: 5559.7 ms [2022-03-12 02:51:22 main:574] : INFO : Epoch 1633 | loss: 0.0311513 | val_loss: 0.0311797 | Time: 5531.69 ms [2022-03-12 02:51:28 main:574] : INFO : Epoch 1634 | loss: 0.0311529 | val_loss: 0.0311752 | Time: 5540.25 ms [2022-03-12 02:51:33 main:574] : INFO : Epoch 1635 | loss: 0.0311529 | val_loss: 0.0311793 | Time: 5558.94 ms [2022-03-12 02:51:39 main:574] : INFO : Epoch 1636 | loss: 0.0311599 | val_loss: 0.0311781 | Time: 5585.26 ms [2022-03-12 02:51:45 main:574] : INFO : Epoch 1637 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 5628.01 ms [2022-03-12 02:51:50 main:574] : INFO : Epoch 1638 | loss: 0.0311541 | val_loss: 0.0311766 | Time: 5536.53 ms [2022-03-12 02:51:56 main:574] : INFO : Epoch 1639 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 5551.38 ms [2022-03-12 02:52:01 main:574] : INFO : Epoch 1640 | loss: 0.0311525 | val_loss: 0.0311744 | Time: 5525.34 ms [2022-03-12 02:52:07 main:574] : INFO : Epoch 1641 | loss: 0.0311511 | val_loss: 0.0311759 | Time: 5532.1 ms [2022-03-12 02:52:12 main:574] : INFO : Epoch 1642 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 5559.45 ms [2022-03-12 02:52:18 main:574] : INFO : Epoch 1643 | loss: 0.0311537 | val_loss: 0.0311755 | Time: 5599.91 ms [2022-03-12 02:52:24 main:574] : INFO : Epoch 1644 | loss: 0.0311504 | val_loss: 0.0311752 | Time: 5591.37 ms [2022-03-12 02:52:29 main:574] : INFO : Epoch 1645 | loss: 0.0311498 | val_loss: 0.031174 | Time: 5542.55 ms [2022-03-12 02:52:35 main:574] : INFO : Epoch 1646 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 5591.14 ms [2022-03-12 02:52:40 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.0311758 | Time: 5667.69 ms [2022-03-12 02:52:47 main:574] : INFO : Epoch 1648 | loss: 0.031153 | val_loss: 0.0311795 | Time: 6229.86 ms [2022-03-12 02:52:52 main:574] : INFO : Epoch 1649 | loss: 0.031154 | val_loss: 0.0311747 | Time: 5624.49 ms [2022-03-12 02:52:58 main:574] : INFO : Epoch 1650 | loss: 0.0311545 | val_loss: 0.031174 | Time: 5982.84 ms [2022-03-12 02:53:04 main:574] : INFO : Epoch 1651 | loss: 0.0311546 | val_loss: 0.0311732 | Time: 5879.18 ms [2022-03-12 02:53:10 main:574] : INFO : Epoch 1652 | loss: 0.0311521 | val_loss: 0.0311759 | Time: 5795.03 ms [2022-03-12 02:53:15 main:574] : INFO : Epoch 1653 | loss: 0.0311487 | val_loss: 0.0311756 | Time: 5515.39 ms [2022-03-12 02:53:21 main:574] : INFO : Epoch 1654 | loss: 0.0311489 | val_loss: 0.0311767 | Time: 5572.66 ms [2022-03-12 02:53:26 main:574] : INFO : Epoch 1655 | loss: 0.0311482 | val_loss: 0.0311799 | Time: 5447.84 ms [2022-03-12 02:53:32 main:574] : INFO : Epoch 1656 | loss: 0.0311493 | val_loss: 0.0311738 | Time: 5478.54 ms [2022-03-12 02:53:37 main:574] : INFO : Epoch 1657 | loss: 0.031149 | val_loss: 0.0311756 | Time: 5499.74 ms [2022-03-12 02:53:43 main:574] : INFO : Epoch 1658 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 5616.17 ms [2022-03-12 02:53:49 main:574] : INFO : Epoch 1659 | loss: 0.0311491 | val_loss: 0.0311721 | Time: 5553.1 ms [2022-03-12 02:53:54 main:574] : INFO : Epoch 1660 | loss: 0.0311481 | val_loss: 0.031177 | Time: 5500.76 ms [2022-03-12 02:54:00 main:574] : INFO : Epoch 1661 | loss: 0.0311493 | val_loss: 0.0311764 | Time: 5526.99 ms [2022-03-12 02:54:05 main:574] : INFO : Epoch 1662 | loss: 0.0311492 | val_loss: 0.031176 | Time: 5508.58 ms [2022-03-12 02:54:11 main:574] : INFO : Epoch 1663 | loss: 0.0311512 | val_loss: 0.0311743 | Time: 5596.38 ms [2022-03-12 02:54:16 main:574] : INFO : Epoch 1664 | loss: 0.0311518 | val_loss: 0.0311728 | Time: 5616.46 ms [2022-03-12 02:54:22 main:574] : INFO : Epoch 1665 | loss: 0.0311517 | val_loss: 0.0311765 | Time: 5616.8 ms [2022-03-12 02:54:27 main:574] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311774 | Time: 5471.88 ms [2022-03-12 02:54:33 main:574] : INFO : Epoch 1667 | loss: 0.0311504 | val_loss: 0.0311776 | Time: 5560.95 ms [2022-03-12 02:54:39 main:574] : INFO : Epoch 1668 | loss: 0.0311526 | val_loss: 0.0311774 | Time: 5570.45 ms [2022-03-12 02:54:44 main:574] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.031175 | Time: 5646.28 ms [2022-03-12 02:54:50 main:574] : INFO : Epoch 1670 | loss: 0.0311493 | val_loss: 0.0311754 | Time: 5431.9 ms [2022-03-12 02:54:55 main:574] : INFO : Epoch 1671 | loss: 0.0311485 | val_loss: 0.0311872 | Time: 5643.69 ms [2022-03-12 02:55:01 main:574] : INFO : Epoch 1672 | loss: 0.0311526 | val_loss: 0.0311779 | Time: 5638.15 ms [2022-03-12 02:55:07 main:574] : INFO : Epoch 1673 | loss: 0.0311531 | val_loss: 0.0311772 | Time: 6027.5 ms [2022-03-12 02:55:13 main:574] : INFO : Epoch 1674 | loss: 0.0311519 | val_loss: 0.031176 | Time: 5488.93 ms [2022-03-12 02:55:18 main:574] : INFO : Epoch 1675 | loss: 0.0311517 | val_loss: 0.0311741 | Time: 5828.79 ms [2022-03-12 02:55:24 main:574] : INFO : Epoch 1676 | loss: 0.0311494 | val_loss: 0.0311774 | Time: 5558.27 ms [2022-03-12 02:55:30 main:574] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311845 | Time: 5553.26 ms [2022-03-12 02:55:35 main:574] : INFO : Epoch 1678 | loss: 0.0311477 | val_loss: 0.0311777 | Time: 5492.14 ms [2022-03-12 02:55:41 main:574] : INFO : Epoch 1679 | loss: 0.0311474 | val_loss: 0.0311793 | Time: 5544.15 ms [2022-03-12 02:55:46 main:574] : INFO : Epoch 1680 | loss: 0.0311491 | val_loss: 0.0311816 | Time: 5509.72 ms [2022-03-12 02:55:52 main:574] : INFO : Epoch 1681 | loss: 0.0311498 | val_loss: 0.0311846 | Time: 5634.89 ms [2022-03-12 02:55:57 main:574] : INFO : Epoch 1682 | loss: 0.0311479 | val_loss: 0.0311757 | Time: 5541.65 ms [2022-03-12 02:56:03 main:574] : INFO : Epoch 1683 | loss: 0.031147 | val_loss: 0.0311782 | Time: 5540.17 ms [2022-03-12 02:56:08 main:574] : INFO : Epoch 1684 | loss: 0.0311471 | val_loss: 0.031177 | Time: 5506.29 ms [2022-03-12 02:56:14 main:574] : INFO : Epoch 1685 | loss: 0.0311473 | val_loss: 0.0311762 | Time: 5519.17 ms [2022-03-12 02:56:19 main:574] : INFO : Epoch 1686 | loss: 0.0311465 | val_loss: 0.0311766 | Time: 5539.09 ms [2022-03-12 02:56:25 main:574] : INFO : Epoch 1687 | loss: 0.0311476 | val_loss: 0.0311748 | Time: 5608.08 ms [2022-03-12 02:56:31 main:574] : INFO : Epoch 1688 | loss: 0.0311478 | val_loss: 0.0311773 | Time: 5512.71 ms [2022-03-12 02:56:36 main:574] : INFO : Epoch 1689 | loss: 0.0311475 | val_loss: 0.0311748 | Time: 5572.15 ms [2022-03-12 02:56:42 main:574] : INFO : Epoch 1690 | loss: 0.0311474 | val_loss: 0.0311779 | Time: 5616.63 ms [2022-03-12 02:56:47 main:574] : INFO : Epoch 1691 | loss: 0.0311493 | val_loss: 0.0311774 | Time: 5482.78 ms [2022-03-12 02:56:53 main:574] : INFO : Epoch 1692 | loss: 0.0311537 | val_loss: 0.0311714 | Time: 5470.14 ms [2022-03-12 02:56:59 main:574] : INFO : Epoch 1693 | loss: 0.0311541 | val_loss: 0.0311762 | Time: 6001.25 ms [2022-03-12 02:57:04 main:574] : INFO : Epoch 1694 | loss: 0.0311526 | val_loss: 0.0311729 | Time: 5649.6 ms [2022-03-12 02:57:10 main:574] : INFO : Epoch 1695 | loss: 0.0311526 | val_loss: 0.031178 | Time: 5730.06 ms [2022-03-12 02:57:16 main:574] : INFO : Epoch 1696 | loss: 0.0311529 | val_loss: 0.0311791 | Time: 5530.77 ms [2022-03-12 02:57:21 main:574] : INFO : Epoch 1697 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 5596.43 ms [2022-03-12 02:57:27 main:574] : INFO : Epoch 1698 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 5523.37 ms [2022-03-12 02:57:32 main:574] : INFO : Epoch 1699 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 5553.95 ms [2022-03-12 02:57:38 main:574] : INFO : Epoch 1700 | loss: 0.0311552 | val_loss: 0.0311768 | Time: 5486.46 ms [2022-03-12 02:57:43 main:574] : INFO : Epoch 1701 | loss: 0.0311541 | val_loss: 0.0311774 | Time: 5535.34 ms [2022-03-12 02:57:49 main:574] : INFO : Epoch 1702 | loss: 0.0311553 | val_loss: 0.0311758 | Time: 5483.5 ms [2022-03-12 02:57:54 main:574] : INFO : Epoch 1703 | loss: 0.0311561 | val_loss: 0.0311761 | Time: 5524.46 ms [2022-03-12 02:58:00 main:574] : INFO : Epoch 1704 | loss: 0.0311533 | val_loss: 0.0311757 | Time: 5609.4 ms [2022-03-12 02:58:06 main:574] : INFO : Epoch 1705 | loss: 0.0311552 | val_loss: 0.031175 | Time: 5573.14 ms [2022-03-12 02:58:11 main:574] : INFO : Epoch 1706 | loss: 0.0311547 | val_loss: 0.0311723 | Time: 5534.25 ms [2022-03-12 02:58:17 main:574] : INFO : Epoch 1707 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 5506.21 ms [2022-03-12 02:58:22 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.031172 | Time: 5565.65 ms [2022-03-12 02:58:28 main:574] : INFO : Epoch 1709 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 5631.87 ms [2022-03-12 02:58:33 main:574] : INFO : Epoch 1710 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 5552.11 ms [2022-03-12 02:58:39 main:574] : INFO : Epoch 1711 | loss: 0.0311561 | val_loss: 0.031172 | Time: 5565.24 ms [2022-03-12 02:58:44 main:574] : INFO : Epoch 1712 | loss: 0.0311527 | val_loss: 0.0311767 | Time: 5528.03 ms [2022-03-12 02:58:50 main:574] : INFO : Epoch 1713 | loss: 0.031153 | val_loss: 0.0311775 | Time: 5616.93 ms [2022-03-12 02:58:56 main:574] : INFO : Epoch 1714 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 5590.22 ms [2022-03-12 02:59:01 main:574] : INFO : Epoch 1715 | loss: 0.0311508 | val_loss: 0.0311796 | Time: 5567.82 ms [2022-03-12 02:59:07 main:574] : INFO : Epoch 1716 | loss: 0.0311514 | val_loss: 0.031173 | Time: 5909.29 ms [2022-03-12 02:59:13 main:574] : INFO : Epoch 1717 | loss: 0.0311521 | val_loss: 0.0311747 | Time: 5801.14 ms [2022-03-12 02:59:19 main:574] : INFO : Epoch 1718 | loss: 0.0311547 | val_loss: 0.0311758 | Time: 6069.25 ms [2022-03-12 02:59:25 main:574] : INFO : Epoch 1719 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 5470.55 ms [2022-03-12 02:59:30 main:574] : INFO : Epoch 1720 | loss: 0.0311536 | val_loss: 0.0311797 | Time: 5642.33 ms [2022-03-12 02:59:36 main:574] : INFO : Epoch 1721 | loss: 0.0311514 | val_loss: 0.0311776 | Time: 5518.73 ms [2022-03-12 02:59:41 main:574] : INFO : Epoch 1722 | loss: 0.0311498 | val_loss: 0.0311786 | Time: 5507.54 ms [2022-03-12 02:59:47 main:574] : INFO : Epoch 1723 | loss: 0.0311518 | val_loss: 0.0311831 | Time: 5548.49 ms [2022-03-12 02:59:52 main:574] : INFO : Epoch 1724 | loss: 0.0311513 | val_loss: 0.0311755 | Time: 5535.28 ms [2022-03-12 02:59:58 main:574] : INFO : Epoch 1725 | loss: 0.031148 | val_loss: 0.0311753 | Time: 5584.8 ms [2022-03-12 03:00:03 main:574] : INFO : Epoch 1726 | loss: 0.031148 | val_loss: 0.0311831 | Time: 5556.17 ms [2022-03-12 03:00:09 main:574] : INFO : Epoch 1727 | loss: 0.0311507 | val_loss: 0.0311777 | Time: 5553.37 ms [2022-03-12 03:00:15 main:574] : INFO : Epoch 1728 | loss: 0.0311465 | val_loss: 0.0311798 | Time: 5540.79 ms [2022-03-12 03:00:20 main:574] : INFO : Epoch 1729 | loss: 0.0311471 | val_loss: 0.0311754 | Time: 5532.92 ms [2022-03-12 03:00:26 main:574] : INFO : Epoch 1730 | loss: 0.0311497 | val_loss: 0.0311768 | Time: 5587.7 ms [2022-03-12 03:00:31 main:574] : INFO : Epoch 1731 | loss: 0.0311493 | val_loss: 0.0311947 | Time: 5653.94 ms [2022-03-12 03:00:37 main:574] : INFO : Epoch 1732 | loss: 0.0311544 | val_loss: 0.0311802 | Time: 5550.78 ms [2022-03-12 03:00:43 main:574] : INFO : Epoch 1733 | loss: 0.0311582 | val_loss: 0.0311771 | Time: 5572.79 ms [2022-03-12 03:00:48 main:574] : INFO : Epoch 1734 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 5551.16 ms [2022-03-12 03:00:54 main:574] : INFO : Epoch 1735 | loss: 0.0311537 | val_loss: 0.0311765 | Time: 5850.35 ms [2022-03-12 03:01:00 main:574] : INFO : Epoch 1736 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 5583.54 ms [2022-03-12 03:01:05 main:574] : INFO : Epoch 1737 | loss: 0.0311535 | val_loss: 0.0311751 | Time: 5587.06 ms [2022-03-12 03:01:11 main:574] : INFO : Epoch 1738 | loss: 0.0311516 | val_loss: 0.0311778 | Time: 5540.55 ms [2022-03-12 03:01:16 main:574] : INFO : Epoch 1739 | loss: 0.0311507 | val_loss: 0.0311731 | Time: 5605.93 ms [2022-03-12 03:01:22 main:574] : INFO : Epoch 1740 | loss: 0.0311491 | val_loss: 0.031169 | Time: 5561.96 ms [2022-03-12 03:01:27 main:574] : INFO : Epoch 1741 | loss: 0.0311489 | val_loss: 0.0311717 | Time: 5571.04 ms [2022-03-12 03:01:33 main:574] : INFO : Epoch 1742 | loss: 0.0311492 | val_loss: 0.0311749 | Time: 5493.2 ms [2022-03-12 03:01:38 main:574] : INFO : Epoch 1743 | loss: 0.0311495 | val_loss: 0.031172 | Time: 5545.31 ms [2022-03-12 03:01:44 main:574] : INFO : Epoch 1744 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 5552.82 ms [2022-03-12 03:01:50 main:574] : INFO : Epoch 1745 | loss: 0.0311512 | val_loss: 0.0311782 | Time: 5510.54 ms [2022-03-12 03:01:55 main:574] : INFO : Epoch 1746 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 5568.2 ms [2022-03-12 03:02:01 main:574] : INFO : Epoch 1747 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 5567.75 ms [2022-03-12 03:02:06 main:574] : INFO : Epoch 1748 | loss: 0.0311508 | val_loss: 0.0311735 | Time: 5564.06 ms [2022-03-12 03:02:12 main:574] : INFO : Epoch 1749 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 5512.64 ms [2022-03-12 03:02:17 main:574] : INFO : Epoch 1750 | loss: 0.0311503 | val_loss: 0.0311748 | Time: 5511.89 ms [2022-03-12 03:02:23 main:574] : INFO : Epoch 1751 | loss: 0.0311493 | val_loss: 0.0311758 | Time: 5525.37 ms [2022-03-12 03:02:28 main:574] : INFO : Epoch 1752 | loss: 0.0311511 | val_loss: 0.0311765 | Time: 5609.07 ms [2022-03-12 03:02:34 main:574] : INFO : Epoch 1753 | loss: 0.0311502 | val_loss: 0.031173 | Time: 5645.35 ms [2022-03-12 03:02:40 main:574] : INFO : Epoch 1754 | loss: 0.0311478 | val_loss: 0.0311724 | Time: 5573.55 ms [2022-03-12 03:02:45 main:574] : INFO : Epoch 1755 | loss: 0.0311475 | val_loss: 0.0311721 | Time: 5747.89 ms [2022-03-12 03:02:51 main:574] : INFO : Epoch 1756 | loss: 0.0311484 | val_loss: 0.031175 | Time: 5526.39 ms [2022-03-12 03:02:57 main:574] : INFO : Epoch 1757 | loss: 0.0311471 | val_loss: 0.0311707 | Time: 5581.76 ms [2022-03-12 03:03:02 main:574] : INFO : Epoch 1758 | loss: 0.0311479 | val_loss: 0.0311792 | Time: 5470.74 ms [2022-03-12 03:03:08 main:574] : INFO : Epoch 1759 | loss: 0.031145 | val_loss: 0.0311753 | Time: 5563.84 ms [2022-03-12 03:03:13 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.031181 | Time: 5529.65 ms [2022-03-12 03:03:19 main:574] : INFO : Epoch 1761 | loss: 0.0311481 | val_loss: 0.0311737 | Time: 5599.95 ms [2022-03-12 03:03:24 main:574] : INFO : Epoch 1762 | loss: 0.0311481 | val_loss: 0.0311767 | Time: 5484.95 ms [2022-03-12 03:03:30 main:574] : INFO : Epoch 1763 | loss: 0.0311469 | val_loss: 0.0311762 | Time: 5626.58 ms [2022-03-12 03:03:35 main:574] : INFO : Epoch 1764 | loss: 0.0311472 | val_loss: 0.0311787 | Time: 5568.09 ms [2022-03-12 03:03:41 main:574] : INFO : Epoch 1765 | loss: 0.0311491 | val_loss: 0.0311794 | Time: 5534.75 ms [2022-03-12 03:03:47 main:574] : INFO : Epoch 1766 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 5578.53 ms [2022-03-12 03:03:52 main:574] : INFO : Epoch 1767 | loss: 0.031149 | val_loss: 0.0311784 | Time: 5474.18 ms [2022-03-12 03:03:58 main:574] : INFO : Epoch 1768 | loss: 0.0311474 | val_loss: 0.0311753 | Time: 5643.55 ms [2022-03-12 03:04:04 main:574] : INFO : Epoch 1769 | loss: 0.0311473 | val_loss: 0.0311787 | Time: 5920.38 ms [2022-03-12 03:04:09 main:574] : INFO : Epoch 1770 | loss: 0.0311465 | val_loss: 0.0311748 | Time: 5532.95 ms [2022-03-12 03:04:15 main:574] : INFO : Epoch 1771 | loss: 0.0311459 | val_loss: 0.0311775 | Time: 5629.08 ms [2022-03-12 03:04:20 main:574] : INFO : Epoch 1772 | loss: 0.031144 | val_loss: 0.0311778 | Time: 5605.79 ms [2022-03-12 03:04:26 main:574] : INFO : Epoch 1773 | loss: 0.0311437 | val_loss: 0.0311818 | Time: 5567.07 ms [2022-03-12 03:04:32 main:574] : INFO : Epoch 1774 | loss: 0.0311437 | val_loss: 0.0311796 | Time: 6044.17 ms [2022-03-12 03:04:38 main:574] : INFO : Epoch 1775 | loss: 0.031144 | val_loss: 0.0311732 | Time: 5733.76 ms [2022-03-12 03:04:44 main:574] : INFO : Epoch 1776 | loss: 0.0311434 | val_loss: 0.0311793 | Time: 5710.32 ms [2022-03-12 03:04:49 main:574] : INFO : Epoch 1777 | loss: 0.0311419 | val_loss: 0.0311777 | Time: 5776.66 ms [2022-03-12 03:04:55 main:574] : INFO : Epoch 1778 | loss: 0.0311422 | val_loss: 0.0311778 | Time: 6094.56 ms [2022-03-12 03:05:02 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311762 | Time: 6401.61 ms [2022-03-12 03:05:08 main:574] : INFO : Epoch 1780 | loss: 0.0311414 | val_loss: 0.0311764 | Time: 6418.71 ms [2022-03-12 03:05:15 main:574] : INFO : Epoch 1781 | loss: 0.0311418 | val_loss: 0.0311774 | Time: 6447.62 ms [2022-03-12 03:05:21 main:574] : INFO : Epoch 1782 | loss: 0.0311434 | val_loss: 0.0311767 | Time: 6415.79 ms [2022-03-12 03:05:28 main:574] : INFO : Epoch 1783 | loss: 0.0311437 | val_loss: 0.0311728 | Time: 6582.12 ms [2022-03-12 03:05:34 main:574] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311799 | Time: 6399.29 ms [2022-03-12 03:05:40 main:574] : INFO : Epoch 1785 | loss: 0.031148 | val_loss: 0.0311727 | Time: 5664.25 ms [2022-03-12 03:05:46 main:574] : INFO : Epoch 1786 | loss: 0.0311505 | val_loss: 0.0311783 | Time: 5914.56 ms [2022-03-12 03:05:52 main:574] : INFO : Epoch 1787 | loss: 0.0311537 | val_loss: 0.0311756 | Time: 5954.83 ms [2022-03-12 03:05:57 main:574] : INFO : Epoch 1788 | loss: 0.0311491 | val_loss: 0.0311803 | Time: 5572.61 ms [2022-03-12 03:06:03 main:574] : INFO : Epoch 1789 | loss: 0.0311489 | val_loss: 0.0311778 | Time: 5497.62 ms [2022-03-12 03:06:08 main:574] : INFO : Epoch 1790 | loss: 0.0311461 | val_loss: 0.0311806 | Time: 5620.8 ms [2022-03-12 03:06:14 main:574] : INFO : Epoch 1791 | loss: 0.0311446 | val_loss: 0.0311793 | Time: 5598.74 ms [2022-03-12 03:06:20 main:574] : INFO : Epoch 1792 | loss: 0.03115 | val_loss: 0.0311783 | Time: 5726.39 ms [2022-03-12 03:06:25 main:574] : INFO : Epoch 1793 | loss: 0.0311508 | val_loss: 0.0311793 | Time: 5556.8 ms [2022-03-12 03:06:31 main:574] : INFO : Epoch 1794 | loss: 0.0311485 | val_loss: 0.0311762 | Time: 5618.4 ms [2022-03-12 03:06:37 main:574] : INFO : Epoch 1795 | loss: 0.0311536 | val_loss: 0.0311807 | Time: 5639.71 ms [2022-03-12 03:06:42 main:574] : INFO : Epoch 1796 | loss: 0.0311535 | val_loss: 0.0311744 | Time: 5594.99 ms [2022-03-12 03:06:48 main:574] : INFO : Epoch 1797 | loss: 0.0311522 | val_loss: 0.0311738 | Time: 5530.06 ms [2022-03-12 03:06:53 main:574] : INFO : Epoch 1798 | loss: 0.0311513 | val_loss: 0.0311749 | Time: 5609.78 ms [2022-03-12 03:06:59 main:574] : INFO : Epoch 1799 | loss: 0.0311515 | val_loss: 0.0311762 | Time: 5498.86 ms [2022-03-12 03:07:04 main:574] : INFO : Epoch 1800 | loss: 0.0311496 | val_loss: 0.0311761 | Time: 5581.19 ms [2022-03-12 03:07:10 main:574] : INFO : Epoch 1801 | loss: 0.0311489 | val_loss: 0.0311806 | Time: 5486.71 ms [2022-03-12 03:07:15 main:574] : INFO : Epoch 1802 | loss: 0.031151 | val_loss: 0.0311738 | Time: 5575.34 ms [2022-03-12 03:07:21 main:574] : INFO : Epoch 1803 | loss: 0.0311491 | val_loss: 0.0311798 | Time: 5529.59 ms [2022-03-12 03:07:27 main:574] : INFO : Epoch 1804 | loss: 0.0311491 | val_loss: 0.0311752 | Time: 5619.16 ms [2022-03-12 03:07:32 main:574] : INFO : Epoch 1805 | loss: 0.0311471 | val_loss: 0.0311803 | Time: 5610.38 ms [2022-03-12 03:07:38 main:574] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311758 | Time: 5655.1 ms [2022-03-12 03:07:43 main:574] : INFO : Epoch 1807 | loss: 0.0311476 | val_loss: 0.0311871 | Time: 5520.1 ms [2022-03-12 03:07:49 main:574] : INFO : Epoch 1808 | loss: 0.0311503 | val_loss: 0.0311787 | Time: 5597.1 ms [2022-03-12 03:07:55 main:574] : INFO : Epoch 1809 | loss: 0.0311476 | val_loss: 0.0311795 | Time: 5581.48 ms [2022-03-12 03:08:00 main:574] : INFO : Epoch 1810 | loss: 0.0311481 | val_loss: 0.0311771 | Time: 5551.88 ms [2022-03-12 03:08:06 main:574] : INFO : Epoch 1811 | loss: 0.0311484 | val_loss: 0.0311823 | Time: 5496.92 ms [2022-03-12 03:08:11 main:574] : INFO : Epoch 1812 | loss: 0.0311498 | val_loss: 0.0311771 | Time: 5509.36 ms [2022-03-12 03:08:17 main:574] : INFO : Epoch 1813 | loss: 0.0311474 | val_loss: 0.0311772 | Time: 5575.63 ms [2022-03-12 03:08:22 main:574] : INFO : Epoch 1814 | loss: 0.0311462 | val_loss: 0.0311755 | Time: 5614.54 ms [2022-03-12 03:08:28 main:574] : INFO : Epoch 1815 | loss: 0.0311456 | val_loss: 0.0311785 | Time: 6028.65 ms [2022-03-12 03:08:34 main:574] : INFO : Epoch 1816 | loss: 0.0311449 | val_loss: 0.0311806 | Time: 5606.79 ms [2022-03-12 03:08:40 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.0311796 | Time: 5640.17 ms [2022-03-12 03:08:45 main:574] : INFO : Epoch 1818 | loss: 0.0311466 | val_loss: 0.0311819 | Time: 5620.15 ms [2022-03-12 03:08:51 main:574] : INFO : Epoch 1819 | loss: 0.0311466 | val_loss: 0.0311776 | Time: 5628.02 ms [2022-03-12 03:08:56 main:574] : INFO : Epoch 1820 | loss: 0.0311459 | val_loss: 0.0311763 | Time: 5556.57 ms [2022-03-12 03:09:02 main:574] : INFO : Epoch 1821 | loss: 0.0311486 | val_loss: 0.0311821 | Time: 5563.39 ms [2022-03-12 03:09:08 main:574] : INFO : Epoch 1822 | loss: 0.0311492 | val_loss: 0.0311799 | Time: 5590.59 ms [2022-03-12 03:09:13 main:574] : INFO : Epoch 1823 | loss: 0.0311492 | val_loss: 0.0311808 | Time: 5518.89 ms [2022-03-12 03:09:19 main:574] : INFO : Epoch 1824 | loss: 0.0311472 | val_loss: 0.031175 | Time: 5554.89 ms [2022-03-12 03:09:24 main:574] : INFO : Epoch 1825 | loss: 0.0311474 | val_loss: 0.0311765 | Time: 5583.25 ms [2022-03-12 03:09:30 main:574] : INFO : Epoch 1826 | loss: 0.0311473 | val_loss: 0.0311807 | Time: 5698.75 ms [2022-03-12 03:09:36 main:574] : INFO : Epoch 1827 | loss: 0.0311491 | val_loss: 0.0311774 | Time: 5697.11 ms [2022-03-12 03:09:41 main:574] : INFO : Epoch 1828 | loss: 0.03115 | val_loss: 0.0311773 | Time: 5526.45 ms [2022-03-12 03:09:47 main:574] : INFO : Epoch 1829 | loss: 0.0311502 | val_loss: 0.031182 | Time: 5508.58 ms [2022-03-12 03:09:52 main:574] : INFO : Epoch 1830 | loss: 0.03115 | val_loss: 0.031177 | Time: 5501.73 ms [2022-03-12 03:09:58 main:574] : INFO : Epoch 1831 | loss: 0.031149 | val_loss: 0.0311761 | Time: 5576.76 ms [2022-03-12 03:10:04 main:574] : INFO : Epoch 1832 | loss: 0.0311473 | val_loss: 0.0311797 | Time: 5671.48 ms [2022-03-12 03:10:09 main:574] : INFO : Epoch 1833 | loss: 0.0311491 | val_loss: 0.0311744 | Time: 5574.04 ms [2022-03-12 03:10:15 main:574] : INFO : Epoch 1834 | loss: 0.0311476 | val_loss: 0.0311772 | Time: 5603.29 ms [2022-03-12 03:10:20 main:574] : INFO : Epoch 1835 | loss: 0.0311462 | val_loss: 0.0311768 | Time: 5647.62 ms [2022-03-12 03:10:26 main:574] : INFO : Epoch 1836 | loss: 0.031143 | val_loss: 0.0311774 | Time: 5651.28 ms [2022-03-12 03:10:32 main:574] : INFO : Epoch 1837 | loss: 0.0311434 | val_loss: 0.0311743 | Time: 5594.01 ms [2022-03-12 03:10:37 main:574] : INFO : Epoch 1838 | loss: 0.0311431 | val_loss: 0.0311822 | Time: 5519.25 ms [2022-03-12 03:10:43 main:574] : INFO : Epoch 1839 | loss: 0.0311428 | val_loss: 0.0311762 | Time: 5570.27 ms [2022-03-12 03:10:49 main:574] : INFO : Epoch 1840 | loss: 0.0311426 | val_loss: 0.0311787 | Time: 5956.93 ms [2022-03-12 03:10:54 main:574] : INFO : Epoch 1841 | loss: 0.0311433 | val_loss: 0.0311765 | Time: 5757.93 ms [2022-03-12 03:11:00 main:574] : INFO : Epoch 1842 | loss: 0.031142 | val_loss: 0.0311807 | Time: 5644.81 ms [2022-03-12 03:11:06 main:574] : INFO : Epoch 1843 | loss: 0.0311416 | val_loss: 0.0311794 | Time: 5543.81 ms [2022-03-12 03:11:12 main:574] : INFO : Epoch 1844 | loss: 0.0311432 | val_loss: 0.0311781 | Time: 5816.34 ms [2022-03-12 03:11:17 main:574] : INFO : Epoch 1845 | loss: 0.0311436 | val_loss: 0.0311824 | Time: 5602.16 ms [2022-03-12 03:11:23 main:574] : INFO : Epoch 1846 | loss: 0.0311425 | val_loss: 0.0311774 | Time: 5545.87 ms [2022-03-12 03:11:28 main:574] : INFO : Epoch 1847 | loss: 0.0311464 | val_loss: 0.031177 | Time: 5542.31 ms [2022-03-12 03:11:34 main:574] : INFO : Epoch 1848 | loss: 0.0311501 | val_loss: 0.0311736 | Time: 5559.04 ms [2022-03-12 03:11:39 main:574] : INFO : Epoch 1849 | loss: 0.0311522 | val_loss: 0.0311795 | Time: 5499.85 ms [2022-03-12 03:11:45 main:574] : INFO : Epoch 1850 | loss: 0.0311483 | val_loss: 0.0311795 | Time: 5572.31 ms [2022-03-12 03:11:50 main:574] : INFO : Epoch 1851 | loss: 0.0311461 | val_loss: 0.0311794 | Time: 5613.33 ms [2022-03-12 03:11:56 main:574] : INFO : Epoch 1852 | loss: 0.0311434 | val_loss: 0.0311781 | Time: 5668.75 ms [2022-03-12 03:12:02 main:574] : INFO : Epoch 1853 | loss: 0.0311457 | val_loss: 0.0311781 | Time: 5553.02 ms [2022-03-12 03:12:07 main:574] : INFO : Epoch 1854 | loss: 0.0311469 | val_loss: 0.0311769 | Time: 5604.25 ms [2022-03-12 03:12:13 main:574] : INFO : Epoch 1855 | loss: 0.0311481 | val_loss: 0.0311764 | Time: 5526.49 ms [2022-03-12 03:12:18 main:574] : INFO : Epoch 1856 | loss: 0.031151 | val_loss: 0.0311769 | Time: 5547.9 ms [2022-03-12 03:12:24 main:574] : INFO : Epoch 1857 | loss: 0.0311523 | val_loss: 0.0311787 | Time: 5613.47 ms [2022-03-12 03:12:30 main:574] : INFO : Epoch 1858 | loss: 0.0311528 | val_loss: 0.0311783 | Time: 5622.49 ms [2022-03-12 03:12:35 main:574] : INFO : Epoch 1859 | loss: 0.0311568 | val_loss: 0.0311825 | Time: 5570.26 ms [2022-03-12 03:12:41 main:574] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.0311831 | Time: 5551.07 ms [2022-03-12 03:12:46 main:574] : INFO : Epoch 1861 | loss: 0.0311688 | val_loss: 0.0311863 | Time: 5513.81 ms [2022-03-12 03:12:52 main:574] : INFO : Epoch 1862 | loss: 0.0311668 | val_loss: 0.0311814 | Time: 5554.08 ms [2022-03-12 03:12:58 main:574] : INFO : Epoch 1863 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 5631.22 ms [2022-03-12 03:13:03 main:574] : INFO : Epoch 1864 | loss: 0.0311617 | val_loss: 0.0311835 | Time: 5506.53 ms [2022-03-12 03:13:09 main:574] : INFO : Epoch 1865 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 5541.63 ms [2022-03-12 03:13:14 main:574] : INFO : Epoch 1866 | loss: 0.0311559 | val_loss: 0.0311783 | Time: 5581.61 ms [2022-03-12 03:13:20 main:574] : INFO : Epoch 1867 | loss: 0.0311539 | val_loss: 0.0311779 | Time: 5552.11 ms [2022-03-12 03:13:25 main:574] : INFO : Epoch 1868 | loss: 0.0311536 | val_loss: 0.0311789 | Time: 5610.71 ms [2022-03-12 03:13:31 main:574] : INFO : Epoch 1869 | loss: 0.0311539 | val_loss: 0.0311807 | Time: 5608.43 ms [2022-03-12 03:13:37 main:574] : INFO : Epoch 1870 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 5548.96 ms [2022-03-12 03:13:42 main:574] : INFO : Epoch 1871 | loss: 0.0311521 | val_loss: 0.0311819 | Time: 5621.48 ms [2022-03-12 03:13:48 main:574] : INFO : Epoch 1872 | loss: 0.0311521 | val_loss: 0.0311761 | Time: 5786.64 ms [2022-03-12 03:13:53 main:574] : INFO : Epoch 1873 | loss: 0.0311567 | val_loss: 0.0311805 | Time: 5536.12 ms [2022-03-12 03:13:59 main:574] : INFO : Epoch 1874 | loss: 0.0311543 | val_loss: 0.0311763 | Time: 5547.49 ms [2022-03-12 03:14:05 main:574] : INFO : Epoch 1875 | loss: 0.0311535 | val_loss: 0.0311777 | Time: 5543.68 ms [2022-03-12 03:14:10 main:574] : INFO : Epoch 1876 | loss: 0.0311519 | val_loss: 0.0311772 | Time: 5534.82 ms [2022-03-12 03:14:16 main:574] : INFO : Epoch 1877 | loss: 0.0311524 | val_loss: 0.0311793 | Time: 5608.19 ms [2022-03-12 03:14:21 main:574] : INFO : Epoch 1878 | loss: 0.0311515 | val_loss: 0.0311835 | Time: 5616.64 ms [2022-03-12 03:14:27 main:574] : INFO : Epoch 1879 | loss: 0.0311516 | val_loss: 0.0311786 | Time: 5491.35 ms [2022-03-12 03:14:33 main:574] : INFO : Epoch 1880 | loss: 0.031149 | val_loss: 0.0311805 | Time: 5691.92 ms [2022-03-12 03:14:39 main:574] : INFO : Epoch 1881 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 6039.58 ms [2022-03-12 03:14:44 main:574] : INFO : Epoch 1882 | loss: 0.0311576 | val_loss: 0.03118 | Time: 5568.4 ms [2022-03-12 03:14:50 main:574] : INFO : Epoch 1883 | loss: 0.0311574 | val_loss: 0.0311789 | Time: 5597.59 ms [2022-03-12 03:14:55 main:574] : INFO : Epoch 1884 | loss: 0.0311553 | val_loss: 0.0311756 | Time: 5595.9 ms [2022-03-12 03:15:01 main:574] : INFO : Epoch 1885 | loss: 0.031154 | val_loss: 0.031177 | Time: 5717.67 ms [2022-03-12 03:15:07 main:574] : INFO : Epoch 1886 | loss: 0.0311518 | val_loss: 0.0311768 | Time: 5585.89 ms [2022-03-12 03:15:12 main:574] : INFO : Epoch 1887 | loss: 0.0311535 | val_loss: 0.0311813 | Time: 5615.67 ms [2022-03-12 03:15:18 main:574] : INFO : Epoch 1888 | loss: 0.0311511 | val_loss: 0.0311802 | Time: 5593.93 ms [2022-03-12 03:15:24 main:574] : INFO : Epoch 1889 | loss: 0.0311499 | val_loss: 0.0311844 | Time: 5661.57 ms [2022-03-12 03:15:29 main:574] : INFO : Epoch 1890 | loss: 0.0311527 | val_loss: 0.0311819 | Time: 5527.73 ms [2022-03-12 03:15:35 main:574] : INFO : Epoch 1891 | loss: 0.0311545 | val_loss: 0.0311815 | Time: 5623.18 ms [2022-03-12 03:15:40 main:574] : INFO : Epoch 1892 | loss: 0.0311541 | val_loss: 0.0311845 | Time: 5627.63 ms [2022-03-12 03:15:46 main:574] : INFO : Epoch 1893 | loss: 0.0311507 | val_loss: 0.0311817 | Time: 5522.06 ms [2022-03-12 03:15:52 main:574] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.0311787 | Time: 5597.03 ms [2022-03-12 03:15:57 main:574] : INFO : Epoch 1895 | loss: 0.0311487 | val_loss: 0.0311834 | Time: 5529.44 ms [2022-03-12 03:16:03 main:574] : INFO : Epoch 1896 | loss: 0.0311488 | val_loss: 0.0311776 | Time: 5517.53 ms [2022-03-12 03:16:08 main:574] : INFO : Epoch 1897 | loss: 0.03115 | val_loss: 0.0311766 | Time: 5521.2 ms [2022-03-12 03:16:14 main:574] : INFO : Epoch 1898 | loss: 0.0311491 | val_loss: 0.0311745 | Time: 5599.38 ms [2022-03-12 03:16:19 main:574] : INFO : Epoch 1899 | loss: 0.0311501 | val_loss: 0.0311753 | Time: 5573.8 ms [2022-03-12 03:16:25 main:574] : INFO : Epoch 1900 | loss: 0.0311513 | val_loss: 0.0311764 | Time: 5635.13 ms [2022-03-12 03:16:31 main:574] : INFO : Epoch 1901 | loss: 0.0311515 | val_loss: 0.0311772 | Time: 5837.66 ms [2022-03-12 03:16:36 main:574] : INFO : Epoch 1902 | loss: 0.0311513 | val_loss: 0.031176 | Time: 5601.33 ms [2022-03-12 03:16:42 main:574] : INFO : Epoch 1903 | loss: 0.0311495 | val_loss: 0.0311809 | Time: 5577.79 ms [2022-03-12 03:16:48 main:574] : INFO : Epoch 1904 | loss: 0.03115 | val_loss: 0.0311741 | Time: 5559.12 ms [2022-03-12 03:16:53 main:574] : INFO : Epoch 1905 | loss: 0.0311493 | val_loss: 0.0311828 | Time: 5583.99 ms [2022-03-12 03:16:59 main:574] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.0311743 | Time: 5567.21 ms [2022-03-12 03:17:04 main:574] : INFO : Epoch 1907 | loss: 0.0311474 | val_loss: 0.0311802 | Time: 5576.81 ms [2022-03-12 03:17:10 main:574] : INFO : Epoch 1908 | loss: 0.0311458 | val_loss: 0.031179 | Time: 5543.13 ms [2022-03-12 03:17:15 main:574] : INFO : Epoch 1909 | loss: 0.0311463 | val_loss: 0.0311798 | Time: 5487.28 ms [2022-03-12 03:17:21 main:574] : INFO : Epoch 1910 | loss: 0.0311442 | val_loss: 0.0311752 | Time: 5548.4 ms [2022-03-12 03:17:26 main:574] : INFO : Epoch 1911 | loss: 0.0311458 | val_loss: 0.0311792 | Time: 5503.47 ms [2022-03-12 03:17:32 main:574] : INFO : Epoch 1912 | loss: 0.0311469 | val_loss: 0.0311772 | Time: 5774.33 ms [2022-03-12 03:17:38 main:574] : INFO : Epoch 1913 | loss: 0.0311451 | val_loss: 0.0311756 | Time: 5534.76 ms [2022-03-12 03:17:43 main:574] : INFO : Epoch 1914 | loss: 0.0311461 | val_loss: 0.0311827 | Time: 5550.48 ms [2022-03-12 03:17:49 main:574] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.031185 | Time: 5551.76 ms [2022-03-12 03:17:54 main:574] : INFO : Epoch 1916 | loss: 0.0311496 | val_loss: 0.0311787 | Time: 5556.63 ms [2022-03-12 03:18:00 main:574] : INFO : Epoch 1917 | loss: 0.0311447 | val_loss: 0.0311801 | Time: 5626.72 ms [2022-03-12 03:18:06 main:574] : INFO : Epoch 1918 | loss: 0.031145 | val_loss: 0.0311801 | Time: 5497.57 ms [2022-03-12 03:18:11 main:574] : INFO : Epoch 1919 | loss: 0.0311481 | val_loss: 0.0311843 | Time: 5535.77 ms [2022-03-12 03:18:17 main:574] : INFO : Epoch 1920 | loss: 0.031146 | val_loss: 0.0311747 | Time: 5638.25 ms [2022-03-12 03:18:22 main:574] : INFO : Epoch 1921 | loss: 0.0311467 | val_loss: 0.0311726 | Time: 5585.44 ms [2022-03-12 03:18:28 main:574] : INFO : Epoch 1922 | loss: 0.0311479 | val_loss: 0.031177 | Time: 5532.91 ms [2022-03-12 03:18:33 main:574] : INFO : Epoch 1923 | loss: 0.0311476 | val_loss: 0.0311749 | Time: 5581.23 ms [2022-03-12 03:18:39 main:574] : INFO : Epoch 1924 | loss: 0.0311448 | val_loss: 0.0311757 | Time: 5613.46 ms [2022-03-12 03:18:45 main:574] : INFO : Epoch 1925 | loss: 0.0311447 | val_loss: 0.0311834 | Time: 5524.25 ms [2022-03-12 03:18:50 main:574] : INFO : Epoch 1926 | loss: 0.0311444 | val_loss: 0.0311775 | Time: 5508.37 ms [2022-03-12 03:18:56 main:574] : INFO : Epoch 1927 | loss: 0.0311506 | val_loss: 0.0311793 | Time: 5568.91 ms [2022-03-12 03:19:01 main:574] : INFO : Epoch 1928 | loss: 0.0311538 | val_loss: 0.0311758 | Time: 5714.39 ms [2022-03-12 03:19:07 main:574] : INFO : Epoch 1929 | loss: 0.0311515 | val_loss: 0.0311832 | Time: 5745.43 ms [2022-03-12 03:19:13 main:574] : INFO : Epoch 1930 | loss: 0.0311513 | val_loss: 0.0311778 | Time: 5637.97 ms [2022-03-12 03:19:18 main:574] : INFO : Epoch 1931 | loss: 0.0311505 | val_loss: 0.0311785 | Time: 5604.15 ms [2022-03-12 03:19:24 main:574] : INFO : Epoch 1932 | loss: 0.0311529 | val_loss: 0.0311783 | Time: 5606.29 ms [2022-03-12 03:19:30 main:574] : INFO : Epoch 1933 | loss: 0.031154 | val_loss: 0.0311778 | Time: 5584.09 ms [2022-03-12 03:19:35 main:574] : INFO : Epoch 1934 | loss: 0.0311521 | val_loss: 0.0311781 | Time: 5649.64 ms [2022-03-12 03:19:41 main:574] : INFO : Epoch 1935 | loss: 0.0311533 | val_loss: 0.031179 | Time: 5466.26 ms [2022-03-12 03:19:46 main:574] : INFO : Epoch 1936 | loss: 0.0311505 | val_loss: 0.0311734 | Time: 5636.87 ms [2022-03-12 03:19:52 main:574] : INFO : Epoch 1937 | loss: 0.0311503 | val_loss: 0.0311738 | Time: 5596 ms [2022-03-12 03:19:58 main:574] : INFO : Epoch 1938 | loss: 0.0311501 | val_loss: 0.0311735 | Time: 5543.78 ms [2022-03-12 03:20:03 main:574] : INFO : Epoch 1939 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 5574.49 ms [2022-03-12 03:20:09 main:574] : INFO : Epoch 1940 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 5619.39 ms [2022-03-12 03:20:14 main:574] : INFO : Epoch 1941 | loss: 0.0311491 | val_loss: 0.0311758 | Time: 5617.98 ms [2022-03-12 03:20:20 main:574] : INFO : Epoch 1942 | loss: 0.0311491 | val_loss: 0.0311749 | Time: 5577.7 ms [2022-03-12 03:20:26 main:574] : INFO : Epoch 1943 | loss: 0.0311504 | val_loss: 0.0311771 | Time: 5556.97 ms [2022-03-12 03:20:31 main:574] : INFO : Epoch 1944 | loss: 0.0311495 | val_loss: 0.0311781 | Time: 5601.05 ms [2022-03-12 03:20:37 main:574] : INFO : Epoch 1945 | loss: 0.0311608 | val_loss: 0.0311804 | Time: 5530.39 ms [2022-03-12 03:20:42 main:574] : INFO : Epoch 1946 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 5586.28 ms [2022-03-12 03:20:48 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 5476.37 ms [2022-03-12 03:20:53 main:574] : INFO : Epoch 1948 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 5603.22 ms [2022-03-12 03:20:59 main:574] : INFO : Epoch 1949 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 5514.38 ms [2022-03-12 03:21:04 main:574] : INFO : Epoch 1950 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 5584.1 ms [2022-03-12 03:21:10 main:574] : INFO : Epoch 1951 | loss: 0.0311652 | val_loss: 0.031174 | Time: 5666.53 ms [2022-03-12 03:21:16 main:574] : INFO : Epoch 1952 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 5560.99 ms [2022-03-12 03:21:22 main:574] : INFO : Epoch 1953 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 5884.95 ms [2022-03-12 03:21:27 main:574] : INFO : Epoch 1954 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 5533.91 ms [2022-03-12 03:21:33 main:574] : INFO : Epoch 1955 | loss: 0.031161 | val_loss: 0.0311758 | Time: 5567.19 ms [2022-03-12 03:21:38 main:574] : INFO : Epoch 1956 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 5603.54 ms [2022-03-12 03:21:44 main:574] : INFO : Epoch 1957 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 5725.47 ms [2022-03-12 03:21:50 main:574] : INFO : Epoch 1958 | loss: 0.0311586 | val_loss: 0.0311772 | Time: 5583.57 ms [2022-03-12 03:21:55 main:574] : INFO : Epoch 1959 | loss: 0.0311575 | val_loss: 0.0311802 | Time: 5539.4 ms [2022-03-12 03:22:01 main:574] : INFO : Epoch 1960 | loss: 0.0311592 | val_loss: 0.0311754 | Time: 5589.11 ms [2022-03-12 03:22:06 main:574] : INFO : Epoch 1961 | loss: 0.0311578 | val_loss: 0.0311815 | Time: 5535.82 ms [2022-03-12 03:22:12 main:574] : INFO : Epoch 1962 | loss: 0.031162 | val_loss: 0.0311734 | Time: 5556.59 ms [2022-03-12 03:22:17 main:574] : INFO : Epoch 1963 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 5577.64 ms [2022-03-12 03:22:23 main:574] : INFO : Epoch 1964 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 5618.45 ms [2022-03-12 03:22:29 main:574] : INFO : Epoch 1965 | loss: 0.0311572 | val_loss: 0.0311762 | Time: 5703.96 ms [2022-03-12 03:22:34 main:574] : INFO : Epoch 1966 | loss: 0.0311561 | val_loss: 0.0311753 | Time: 5526.09 ms [2022-03-12 03:22:40 main:574] : INFO : Epoch 1967 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 5599.94 ms [2022-03-12 03:22:46 main:574] : INFO : Epoch 1968 | loss: 0.0311556 | val_loss: 0.0311751 | Time: 5610.16 ms [2022-03-12 03:22:51 main:574] : INFO : Epoch 1969 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 5610.25 ms [2022-03-12 03:22:57 main:574] : INFO : Epoch 1970 | loss: 0.0311545 | val_loss: 0.0311791 | Time: 5525.24 ms [2022-03-12 03:23:02 main:574] : INFO : Epoch 1971 | loss: 0.0311562 | val_loss: 0.0311763 | Time: 5574.47 ms [2022-03-12 03:23:08 main:574] : INFO : Epoch 1972 | loss: 0.0311553 | val_loss: 0.0311769 | Time: 5529.49 ms [2022-03-12 03:23:13 main:574] : INFO : Epoch 1973 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 5552.33 ms [2022-03-12 03:23:19 main:574] : INFO : Epoch 1974 | loss: 0.031155 | val_loss: 0.0311745 | Time: 5520.72 ms [2022-03-12 03:23:25 main:574] : INFO : Epoch 1975 | loss: 0.0311527 | val_loss: 0.0311757 | Time: 5613.57 ms [2022-03-12 03:23:30 main:574] : INFO : Epoch 1976 | loss: 0.0311521 | val_loss: 0.0311738 | Time: 5673.89 ms [2022-03-12 03:23:36 main:574] : INFO : Epoch 1977 | loss: 0.0311513 | val_loss: 0.0311738 | Time: 5748.66 ms [2022-03-12 03:23:42 main:574] : INFO : Epoch 1978 | loss: 0.0311516 | val_loss: 0.0311752 | Time: 6105.65 ms [2022-03-12 03:23:48 main:574] : INFO : Epoch 1979 | loss: 0.0311515 | val_loss: 0.031174 | Time: 5567.02 ms [2022-03-12 03:23:53 main:574] : INFO : Epoch 1980 | loss: 0.0311562 | val_loss: 0.0311766 | Time: 5555.07 ms [2022-03-12 03:23:59 main:574] : INFO : Epoch 1981 | loss: 0.0311648 | val_loss: 0.0317285 | Time: 5613.41 ms [2022-03-12 03:24:04 main:574] : INFO : Epoch 1982 | loss: 0.0465919 | val_loss: 0.035447 | Time: 5639.34 ms [2022-03-12 03:24:10 main:574] : INFO : Epoch 1983 | loss: 0.0368941 | val_loss: 0.0320536 | Time: 5555.19 ms [2022-03-12 03:24:16 main:574] : INFO : Epoch 1984 | loss: 0.0317832 | val_loss: 0.0314332 | Time: 5788.48 ms [2022-03-12 03:24:22 main:574] : INFO : Epoch 1985 | loss: 0.0313375 | val_loss: 0.0312634 | Time: 5790.66 ms [2022-03-12 03:24:27 main:574] : INFO : Epoch 1986 | loss: 0.0312553 | val_loss: 0.0312425 | Time: 5542.12 ms [2022-03-12 03:24:33 main:574] : INFO : Epoch 1987 | loss: 0.0312388 | val_loss: 0.0312336 | Time: 5532.9 ms [2022-03-12 03:24:38 main:574] : INFO : Epoch 1988 | loss: 0.0312328 | val_loss: 0.0312296 | Time: 5552.74 ms [2022-03-12 03:24:44 main:574] : INFO : Epoch 1989 | loss: 0.0312286 | val_loss: 0.0312251 | Time: 5594.67 ms [2022-03-12 03:24:49 main:574] : INFO : Epoch 1990 | loss: 0.0312236 | val_loss: 0.0312195 | Time: 5639.21 ms [2022-03-12 03:24:55 main:574] : INFO : Epoch 1991 | loss: 0.0312166 | val_loss: 0.0312107 | Time: 5608.07 ms [2022-03-12 03:25:01 main:574] : INFO : Epoch 1992 | loss: 0.031207 | val_loss: 0.0312005 | Time: 5522.09 ms [2022-03-12 03:25:06 main:574] : INFO : Epoch 1993 | loss: 0.031197 | val_loss: 0.0311912 | Time: 5510.05 ms [2022-03-12 03:25:12 main:574] : INFO : Epoch 1994 | loss: 0.0311904 | val_loss: 0.0311873 | Time: 5574.74 ms [2022-03-12 03:25:17 main:574] : INFO : Epoch 1995 | loss: 0.0311878 | val_loss: 0.031186 | Time: 5478.32 ms [2022-03-12 03:25:23 main:574] : INFO : Epoch 1996 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 5625.07 ms [2022-03-12 03:25:28 main:574] : INFO : Epoch 1997 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 5621.59 ms [2022-03-12 03:25:34 main:574] : INFO : Epoch 1998 | loss: 0.0311841 | val_loss: 0.0311835 | Time: 5470.53 ms [2022-03-12 03:25:40 main:574] : INFO : Epoch 1999 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 5782.23 ms [2022-03-12 03:25:45 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 5511.09 ms [2022-03-12 03:25:51 main:574] : INFO : Epoch 2001 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 5537.78 ms [2022-03-12 03:25:56 main:574] : INFO : Epoch 2002 | loss: 0.0311822 | val_loss: 0.0311815 | Time: 5542.81 ms [2022-03-12 03:26:02 main:574] : INFO : Epoch 2003 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 5599.68 ms [2022-03-12 03:26:08 main:574] : INFO : Epoch 2004 | loss: 0.0311813 | val_loss: 0.031182 | Time: 5573.47 ms [2022-03-12 03:26:13 main:574] : INFO : Epoch 2005 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 5586.33 ms [2022-03-12 03:26:19 main:574] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 5590.53 ms [2022-03-12 03:26:24 main:574] : INFO : Epoch 2007 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 5497.92 ms [2022-03-12 03:26:30 main:574] : INFO : Epoch 2008 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 5546.15 ms [2022-03-12 03:26:35 main:574] : INFO : Epoch 2009 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 5663.66 ms [2022-03-12 03:26:41 main:574] : INFO : Epoch 2010 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 5570.52 ms [2022-03-12 03:26:47 main:574] : INFO : Epoch 2011 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 5702.26 ms [2022-03-12 03:26:52 main:574] : INFO : Epoch 2012 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 5686.46 ms [2022-03-12 03:26:58 main:574] : INFO : Epoch 2013 | loss: 0.0311793 | val_loss: 0.03118 | Time: 5657.94 ms [2022-03-12 03:27:04 main:574] : INFO : Epoch 2014 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 5569.83 ms [2022-03-12 03:27:09 main:574] : INFO : Epoch 2015 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 5564.27 ms [2022-03-12 03:27:15 main:574] : INFO : Epoch 2016 | loss: 0.0311787 | val_loss: 0.03118 | Time: 5554.99 ms [2022-03-12 03:27:20 main:574] : INFO : Epoch 2017 | loss: 0.0311789 | val_loss: 0.0311796 | Time: 5679.25 ms [2022-03-12 03:27:26 main:574] : INFO : Epoch 2018 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 5635.58 ms [2022-03-12 03:27:32 main:574] : INFO : Epoch 2019 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 5558.26 ms [2022-03-12 03:27:37 main:574] : INFO : Epoch 2020 | loss: 0.031178 | val_loss: 0.0311791 | Time: 5626.65 ms [2022-03-12 03:27:43 main:574] : INFO : Epoch 2021 | loss: 0.031178 | val_loss: 0.0311797 | Time: 5646.01 ms [2022-03-12 03:27:49 main:574] : INFO : Epoch 2022 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 5588.37 ms [2022-03-12 03:27:54 main:574] : INFO : Epoch 2023 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 5586.34 ms [2022-03-12 03:28:00 main:574] : INFO : Epoch 2024 | loss: 0.031178 | val_loss: 0.0311789 | Time: 5530.04 ms [2022-03-12 03:28:05 main:574] : INFO : Epoch 2025 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 5580.88 ms [2022-03-12 03:28:11 main:574] : INFO : Epoch 2026 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 5561.6 ms [2022-03-12 03:28:16 main:574] : INFO : Epoch 2027 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 5614.47 ms [2022-03-12 03:28:22 main:574] : INFO : Epoch 2028 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 5605.1 ms [2022-03-12 03:28:28 main:574] : INFO : Epoch 2029 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 5423.05 ms [2022-03-12 03:28:33 main:574] : INFO : Epoch 2030 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 5574.37 ms [2022-03-12 03:28:39 main:574] : INFO : Epoch 2031 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 5631.66 ms [2022-03-12 03:28:44 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 5638 ms [2022-03-12 03:28:50 main:574] : INFO : Epoch 2033 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 5534.81 ms [2022-03-12 03:28:55 main:574] : INFO : Epoch 2034 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 5525.63 ms [2022-03-12 03:29:01 main:574] : INFO : Epoch 2035 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 5591.47 ms [2022-03-12 03:29:07 main:574] : INFO : Epoch 2036 | loss: 0.031176 | val_loss: 0.0311783 | Time: 5821.22 ms [2022-03-12 03:29:12 main:574] : INFO : Epoch 2037 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 5535.43 ms [2022-03-12 03:29:18 main:574] : INFO : Epoch 2038 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 5658.55 ms [2022-03-12 03:29:24 main:574] : INFO : Epoch 2039 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 5605.92 ms [2022-03-12 03:29:29 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 5541.91 ms [2022-03-12 03:29:35 main:574] : INFO : Epoch 2041 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 5505.83 ms [2022-03-12 03:29:40 main:574] : INFO : Epoch 2042 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 5553.79 ms [2022-03-12 03:29:46 main:574] : INFO : Epoch 2043 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 5597.8 ms [2022-03-12 03:29:52 main:574] : INFO : Epoch 2044 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 5609 ms [2022-03-12 03:29:57 main:574] : INFO : Epoch 2045 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 5593.93 ms [2022-03-12 03:30:03 main:574] : INFO : Epoch 2046 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 5605.83 ms [2022-03-12 03:30:08 main:574] : INFO : Epoch 2047 | loss: 0.031175 | val_loss: 0.0311785 | Time: 5539.86 ms [2022-03-12 03:30:14 main:574] : INFO : Epoch 2048 | loss: 0.0311745 | val_loss: 0.031178 | Time: 5560.09 ms [2022-03-12 03:30:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2022-03-12 03:30:14 main:603] : INFO : Saving end state to config to file [2022-03-12 03:30:14 main:608] : INFO : Success, exiting.. 03:30:14 (4048): 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)