Task 14552872
| Name | ParityModified-1647043246-11021-3-0_1 |
| Workunit | 11033778 |
| Created | 9 Apr 2022, 9:39:33 UTC |
| Sent | 9 Apr 2022, 10:12:23 UTC |
| Report deadline | 17 Apr 2022, 10:12:23 UTC |
| Received | 13 Apr 2022, 6:37:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 5 hours 5 min 2 sec |
| CPU time | 3 hours 47 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,491.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 8436.05 ms [2022-04-13 00:29:30 main:574] : INFO : Epoch 1543 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 8228.9 ms [2022-04-13 00:29:40 main:574] : INFO : Epoch 1544 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 9448.54 ms [2022-04-13 00:29:48 main:574] : INFO : Epoch 1545 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 8044.09 ms [2022-04-13 00:29:55 main:574] : INFO : Epoch 1546 | loss: 0.031177 | val_loss: 0.03118 | Time: 7444.35 ms [2022-04-13 00:30:03 main:574] : INFO : Epoch 1547 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 8193.7 ms [2022-04-13 00:30:11 main:574] : INFO : Epoch 1548 | loss: 0.031169 | val_loss: 0.0311749 | Time: 7972.91 ms [2022-04-13 00:30:19 main:574] : INFO : Epoch 1549 | loss: 0.03117 | val_loss: 0.031175 | Time: 7652.93 ms [2022-04-13 00:30:27 main:574] : INFO : Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 8415.24 ms [2022-04-13 00:30:35 main:574] : INFO : Epoch 1551 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 7752.38 ms [2022-04-13 00:30:43 main:574] : INFO : Epoch 1552 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 7985.18 ms [2022-04-13 00:30:51 main:574] : INFO : Epoch 1553 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 7841.08 ms [2022-04-13 00:30:59 main:574] : INFO : Epoch 1554 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 7629.95 ms [2022-04-13 00:31:07 main:574] : INFO : Epoch 1555 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 8118.53 ms [2022-04-13 00:31:14 main:574] : INFO : Epoch 1556 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 7367.19 ms [2022-04-13 00:31:22 main:574] : INFO : Epoch 1557 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 7619.76 ms [2022-04-13 00:31:29 main:574] : INFO : Epoch 1558 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 7543.16 ms [2022-04-13 00:31:37 main:574] : INFO : Epoch 1559 | loss: 0.031169 | val_loss: 0.0311726 | Time: 7858.83 ms [2022-04-13 00:31:45 main:574] : INFO : Epoch 1560 | loss: 0.031169 | val_loss: 0.0311731 | Time: 8100.89 ms [2022-04-13 00:31:54 main:574] : INFO : Epoch 1561 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 8396.61 ms [2022-04-13 00:32:01 main:574] : INFO : Epoch 1562 | loss: 0.0311697 | val_loss: 0.0311734 | Time: 7623.75 ms [2022-04-13 00:32:09 main:574] : INFO : Epoch 1563 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 7769.5 ms [2022-04-13 00:32:17 main:574] : INFO : Epoch 1564 | loss: 0.0311702 | val_loss: 0.031174 | Time: 8213.7 ms [2022-04-13 00:32:25 main:574] : INFO : Epoch 1565 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 7713.33 ms [2022-04-13 00:32:33 main:574] : INFO : Epoch 1566 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 7605.63 ms [2022-04-13 00:32:41 main:574] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 8669.15 ms [2022-04-13 00:32:49 main:574] : INFO : Epoch 1568 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 7189.7 ms [2022-04-13 00:32:57 main:574] : INFO : Epoch 1569 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 8378.72 ms [2022-04-13 00:33:05 main:574] : INFO : Epoch 1570 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 8277.11 ms [2022-04-13 00:33:14 main:574] : INFO : Epoch 1571 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 8344.64 ms [2022-04-13 00:33:22 main:574] : INFO : Epoch 1572 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 8037.25 ms [2022-04-13 00:33:30 main:574] : INFO : Epoch 1573 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 7669.4 ms [2022-04-13 00:33:37 main:574] : INFO : Epoch 1574 | loss: 0.0311736 | val_loss: 0.0311739 | Time: 7612.92 ms [2022-04-13 00:33:45 main:574] : INFO : Epoch 1575 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 7708.06 ms [2022-04-13 00:33:53 main:574] : INFO : Epoch 1576 | loss: 0.0311827 | val_loss: 0.0311963 | Time: 8106.93 ms [2022-04-13 00:34:01 main:574] : INFO : Epoch 1577 | loss: 0.031188 | val_loss: 0.0311806 | Time: 7842.92 ms [2022-04-13 00:34:09 main:574] : INFO : Epoch 1578 | loss: 0.0311748 | val_loss: 0.031175 | Time: 8374.31 ms [2022-04-13 00:34:17 main:574] : INFO : Epoch 1579 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 7854.21 ms [2022-04-13 00:34:25 main:574] : INFO : Epoch 1580 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 8003.37 ms [2022-04-13 00:34:33 main:574] : INFO : Epoch 1581 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 8163.33 ms [2022-04-13 00:34:41 main:574] : INFO : Epoch 1582 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 7634.52 ms [2022-04-13 00:34:49 main:574] : INFO : Epoch 1583 | loss: 0.03117 | val_loss: 0.0311745 | Time: 7518.71 ms [2022-04-13 00:34:56 main:574] : INFO : Epoch 1584 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 7885.1 ms [2022-04-13 00:35:04 main:574] : INFO : Epoch 1585 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 7580.29 ms [2022-04-13 00:35:12 main:574] : INFO : Epoch 1586 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 7792.39 ms [2022-04-13 00:35:20 main:574] : INFO : Epoch 1587 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 8151.37 ms [2022-04-13 00:35:28 main:574] : INFO : Epoch 1588 | loss: 0.0311702 | val_loss: 0.031178 | Time: 7752.7 ms [2022-04-13 00:35:35 main:574] : INFO : Epoch 1589 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 7605.54 ms [2022-04-13 00:35:43 main:574] : INFO : Epoch 1590 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 7969.82 ms [2022-04-13 00:35:51 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 7718.83 ms [2022-04-13 00:35:59 main:574] : INFO : Epoch 1592 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 7737.63 ms [2022-04-13 00:36:07 main:574] : INFO : Epoch 1593 | loss: 0.0311699 | val_loss: 0.031174 | Time: 7910.36 ms [2022-04-13 00:36:15 main:574] : INFO : Epoch 1594 | loss: 0.0311704 | val_loss: 0.031176 | Time: 8254.94 ms [2022-04-13 00:36:23 main:574] : INFO : Epoch 1595 | loss: 0.0311726 | val_loss: 0.0311738 | Time: 8278.99 ms [2022-04-13 00:36:31 main:574] : INFO : Epoch 1596 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 7379.02 ms [2022-04-13 00:36:39 main:574] : INFO : Epoch 1597 | loss: 0.0311731 | val_loss: 0.031177 | Time: 8126.7 ms [2022-04-13 00:36:47 main:574] : INFO : Epoch 1598 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 7682.79 ms [2022-04-13 00:36:55 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 8121.88 ms [2022-04-13 00:37:03 main:574] : INFO : Epoch 1600 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 7903.02 ms [2022-04-13 00:37:10 main:574] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 7748.07 ms [2022-04-13 00:37:19 main:574] : INFO : Epoch 1602 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 8155.63 ms [2022-04-13 00:37:27 main:574] : INFO : Epoch 1603 | loss: 0.0311681 | val_loss: 0.031175 | Time: 7880.44 ms [2022-04-13 00:37:35 main:574] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.0311802 | Time: 8178.88 ms [2022-04-13 00:37:43 main:574] : INFO : Epoch 1605 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 7958.77 ms [2022-04-13 00:37:51 main:574] : INFO : Epoch 1606 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 8431.24 ms [2022-04-13 00:37:59 main:574] : INFO : Epoch 1607 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 7713.63 ms [2022-04-13 00:38:07 main:574] : INFO : Epoch 1608 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 8013.58 ms [2022-04-13 00:38:15 main:574] : INFO : Epoch 1609 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 8243.76 ms [2022-04-13 00:38:23 main:574] : INFO : Epoch 1610 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 7701.57 ms [2022-04-13 00:38:31 main:574] : INFO : Epoch 1611 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 7911.87 ms [2022-04-13 00:38:39 main:574] : INFO : Epoch 1612 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 8461.81 ms [2022-04-13 00:38:47 main:574] : INFO : Epoch 1613 | loss: 0.0311685 | val_loss: 0.0311751 | Time: 7555.9 ms [2022-04-13 00:38:55 main:574] : INFO : Epoch 1614 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 7811.94 ms [2022-04-13 00:39:03 main:574] : INFO : Epoch 1615 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 7929.94 ms [2022-04-13 00:39:11 main:574] : INFO : Epoch 1616 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 7930.05 ms [2022-04-13 00:39:19 main:574] : INFO : Epoch 1617 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 8370.46 ms [2022-04-13 00:39:27 main:574] : INFO : Epoch 1618 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 8212.38 ms [2022-04-13 00:39:35 main:574] : INFO : Epoch 1619 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 7664.17 ms [2022-04-13 00:39:43 main:574] : INFO : Epoch 1620 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 8269.95 ms [2022-04-13 00:39:51 main:574] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 7822.61 ms [2022-04-13 00:39:59 main:574] : INFO : Epoch 1622 | loss: 0.031169 | val_loss: 0.03119 | Time: 8165.62 ms [2022-04-13 00:40:07 main:574] : INFO : Epoch 1623 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 7864.48 ms [2022-04-13 00:40:15 main:574] : INFO : Epoch 1624 | loss: 0.0311774 | val_loss: 0.031173 | Time: 8159.68 ms [2022-04-13 00:40:24 main:574] : INFO : Epoch 1625 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 8233.19 ms [2022-04-13 00:40:31 main:574] : INFO : Epoch 1626 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 7657.77 ms [2022-04-13 00:40:40 main:574] : INFO : Epoch 1627 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 8431.29 ms [2022-04-13 00:40:48 main:574] : INFO : Epoch 1628 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 8196.49 ms [2022-04-13 00:40:56 main:574] : INFO : Epoch 1629 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 8074.1 ms [2022-04-13 00:41:04 main:574] : INFO : Epoch 1630 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 7827.24 ms [2022-04-13 00:41:12 main:574] : INFO : Epoch 1631 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 7667.56 ms [2022-04-13 00:41:19 main:574] : INFO : Epoch 1632 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 7427.47 ms [2022-04-13 00:41:27 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.031183 | Time: 8111.94 ms [2022-04-13 00:41:35 main:574] : INFO : Epoch 1634 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 7723.62 ms [2022-04-13 00:41:42 main:574] : INFO : Epoch 1635 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 7612.25 ms [2022-04-13 00:41:51 main:574] : INFO : Epoch 1636 | loss: 0.0311686 | val_loss: 0.031173 | Time: 8200.9 ms [2022-04-13 00:41:59 main:574] : INFO : Epoch 1637 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 8367.39 ms [2022-04-13 00:42:07 main:574] : INFO : Epoch 1638 | loss: 0.0311703 | val_loss: 0.0311863 | Time: 8165.82 ms [2022-04-13 00:42:15 main:574] : INFO : Epoch 1639 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 8140.15 ms [2022-04-13 00:42:23 main:574] : INFO : Epoch 1640 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 7579.69 ms [2022-04-13 00:42:31 main:574] : INFO : Epoch 1641 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 8316.39 ms [2022-04-13 00:42:40 main:574] : INFO : Epoch 1642 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 8322.86 ms [2022-04-13 00:42:48 main:574] : INFO : Epoch 1643 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 8239.83 ms [2022-04-13 00:42:56 main:574] : INFO : Epoch 1644 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 7647.05 ms [2022-04-13 00:43:04 main:574] : INFO : Epoch 1645 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 8297.93 ms [2022-04-13 00:43:12 main:574] : INFO : Epoch 1646 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 7562.31 ms [2022-04-13 00:43:20 main:574] : INFO : Epoch 1647 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 7982.92 ms [2022-04-13 00:43:27 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 7810.36 ms [2022-04-13 00:43:35 main:574] : INFO : Epoch 1649 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 7591.94 ms [2022-04-13 00:43:43 main:574] : INFO : Epoch 1650 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 7902.04 ms [2022-04-13 00:43:50 main:574] : INFO : Epoch 1651 | loss: 0.0311662 | val_loss: 0.0311728 | Time: 7455.4 ms [2022-04-13 00:43:58 main:574] : INFO : Epoch 1652 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 7722.48 ms [2022-04-13 00:44:06 main:574] : INFO : Epoch 1653 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 7744.44 ms [2022-04-13 00:44:14 main:574] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 7984.8 ms [2022-04-13 00:44:22 main:574] : INFO : Epoch 1655 | loss: 0.03117 | val_loss: 0.0311787 | Time: 7988.11 ms [2022-04-13 00:44:29 main:574] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 7570.58 ms [2022-04-13 00:44:37 main:574] : INFO : Epoch 1657 | loss: 0.0311694 | val_loss: 0.0311715 | Time: 7455.44 ms [2022-04-13 00:44:45 main:574] : INFO : Epoch 1658 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 7834.09 ms [2022-04-13 00:44:52 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 7325.22 ms [2022-04-13 00:45:00 main:574] : INFO : Epoch 1660 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 7692.19 ms [2022-04-13 00:45:08 main:574] : INFO : Epoch 1661 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 8034.45 ms [2022-04-13 00:45:15 main:574] : INFO : Epoch 1662 | loss: 0.031167 | val_loss: 0.0311733 | Time: 7602.17 ms [2022-04-13 00:45:23 main:574] : INFO : Epoch 1663 | loss: 0.0311702 | val_loss: 0.0311827 | Time: 7787.16 ms [2022-04-13 00:45:31 main:574] : INFO : Epoch 1664 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 7519.29 ms [2022-04-13 00:45:39 main:574] : INFO : Epoch 1665 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 7932.94 ms [2022-04-13 00:45:46 main:574] : INFO : Epoch 1666 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 7345.34 ms [2022-04-13 00:45:54 main:574] : INFO : Epoch 1667 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 8000.41 ms [2022-04-13 00:46:02 main:574] : INFO : Epoch 1668 | loss: 0.03117 | val_loss: 0.0311774 | Time: 7918.39 ms [2022-04-13 00:46:10 main:574] : INFO : Epoch 1669 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 7981.75 ms [2022-04-13 00:46:18 main:574] : INFO : Epoch 1670 | loss: 0.0311646 | val_loss: 0.0311724 | Time: 7567.73 ms [2022-04-13 00:46:26 main:574] : INFO : Epoch 1671 | loss: 0.031165 | val_loss: 0.0311743 | Time: 8266.67 ms [2022-04-13 00:46:34 main:574] : INFO : Epoch 1672 | loss: 0.0311672 | val_loss: 0.031177 | Time: 7707.18 ms [2022-04-13 00:46:41 main:574] : INFO : Epoch 1673 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 7548.7 ms [2022-04-13 00:46:49 main:574] : INFO : Epoch 1674 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 7827.22 ms [2022-04-13 00:46:57 main:574] : INFO : Epoch 1675 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 8047.73 ms [2022-04-13 00:47:05 main:574] : INFO : Epoch 1676 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 8275.09 ms [2022-04-13 00:47:13 main:574] : INFO : Epoch 1677 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 7618.85 ms [2022-04-13 00:47:21 main:574] : INFO : Epoch 1678 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 7770.98 ms [2022-04-13 00:47:29 main:574] : INFO : Epoch 1679 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 8501.26 ms [2022-04-13 00:47:38 main:574] : INFO : Epoch 1680 | loss: 0.0311654 | val_loss: 0.031175 | Time: 8272.14 ms [2022-04-13 00:47:46 main:574] : INFO : Epoch 1681 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 8575.98 ms [2022-04-13 00:47:54 main:574] : INFO : Epoch 1682 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 7973.28 ms [2022-04-13 00:48:02 main:574] : INFO : Epoch 1683 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 7623.47 ms [2022-04-13 00:48:09 main:574] : INFO : Epoch 1684 | loss: 0.0311688 | val_loss: 0.031173 | Time: 7473.28 ms [2022-04-13 00:48:17 main:574] : INFO : Epoch 1685 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 7918.38 ms [2022-04-13 00:48:26 main:574] : INFO : Epoch 1686 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 8265.06 ms [2022-04-13 00:48:33 main:574] : INFO : Epoch 1687 | loss: 0.031168 | val_loss: 0.031172 | Time: 7526.57 ms [2022-04-13 00:48:41 main:574] : INFO : Epoch 1688 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 8209.6 ms [2022-04-13 00:48:49 main:574] : INFO : Epoch 1689 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 7690.28 ms [2022-04-13 00:48:57 main:574] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 7508.57 ms [2022-04-13 00:49:04 main:574] : INFO : Epoch 1691 | loss: 0.0311685 | val_loss: 0.0311707 | Time: 7685.48 ms [2022-04-13 00:49:12 main:574] : INFO : Epoch 1692 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 8035.25 ms [2022-04-13 00:49:20 main:574] : INFO : Epoch 1693 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 7694.58 ms [2022-04-13 00:49:28 main:574] : INFO : Epoch 1694 | loss: 0.0311699 | val_loss: 0.031171 | Time: 7473.6 ms [2022-04-13 00:49:36 main:574] : INFO : Epoch 1695 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 7988.81 ms [2022-04-13 00:49:44 main:574] : INFO : Epoch 1696 | loss: 0.031171 | val_loss: 0.0311714 | Time: 8264.98 ms [2022-04-13 00:49:51 main:574] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 7308.38 ms [2022-04-13 00:49:59 main:574] : INFO : Epoch 1698 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 7671.86 ms [2022-04-13 00:50:07 main:574] : INFO : Epoch 1699 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 7759.86 ms [2022-04-13 00:50:15 main:574] : INFO : Epoch 1700 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 8002.56 ms [2022-04-13 00:50:22 main:574] : INFO : Epoch 1701 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 7681.6 ms [2022-04-13 00:50:30 main:574] : INFO : Epoch 1702 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 8060.89 ms [2022-04-13 00:50:38 main:574] : INFO : Epoch 1703 | loss: 0.0311699 | val_loss: 0.031174 | Time: 7580.71 ms [2022-04-13 00:50:46 main:574] : INFO : Epoch 1704 | loss: 0.0311655 | val_loss: 0.0311726 | Time: 8058.04 ms [2022-04-13 00:50:54 main:574] : INFO : Epoch 1705 | loss: 0.0311654 | val_loss: 0.031179 | Time: 7488.64 ms [2022-04-13 00:51:01 main:574] : INFO : Epoch 1706 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 7559.99 ms [2022-04-13 00:51:09 main:574] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311732 | Time: 8354.35 ms [2022-04-13 00:51:18 main:574] : INFO : Epoch 1708 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 8049.88 ms [2022-04-13 00:51:26 main:574] : INFO : Epoch 1709 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 8095.24 ms [2022-04-13 00:51:34 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.031173 | Time: 8336.38 ms [2022-04-13 00:51:43 main:574] : INFO : Epoch 1711 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 8536.29 ms [2022-04-13 00:51:51 main:574] : INFO : Epoch 1712 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 7896.33 ms [2022-04-13 00:51:58 main:574] : INFO : Epoch 1713 | loss: 0.0311667 | val_loss: 0.0311726 | Time: 7573.2 ms [2022-04-13 00:52:06 main:574] : INFO : Epoch 1714 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 7707.81 ms [2022-04-13 00:52:13 main:574] : INFO : Epoch 1715 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 7665.16 ms [2022-04-13 00:52:21 main:574] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 8006.43 ms [2022-04-13 00:52:29 main:574] : INFO : Epoch 1717 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 7575.59 ms [2022-04-13 00:52:37 main:574] : INFO : Epoch 1718 | loss: 0.0311683 | val_loss: 0.031171 | Time: 8159.58 ms [2022-04-13 00:52:45 main:574] : INFO : Epoch 1719 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 7700.98 ms [2022-04-13 00:52:53 main:574] : INFO : Epoch 1720 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 7739.85 ms [2022-04-13 00:53:00 main:574] : INFO : Epoch 1721 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 7615.62 ms [2022-04-13 00:53:08 main:574] : INFO : Epoch 1722 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 7597.98 ms [2022-04-13 00:53:16 main:574] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 7629.44 ms [2022-04-13 00:53:23 main:574] : INFO : Epoch 1724 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 7820.3 ms [2022-04-13 00:53:32 main:574] : INFO : Epoch 1725 | loss: 0.0311655 | val_loss: 0.031172 | Time: 8576.59 ms [2022-04-13 00:53:41 main:574] : INFO : Epoch 1726 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 8539.87 ms [2022-04-13 00:53:49 main:574] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 7996.1 ms [2022-04-13 00:53:57 main:574] : INFO : Epoch 1728 | loss: 0.031166 | val_loss: 0.0311732 | Time: 8069.69 ms [2022-04-13 00:54:04 main:574] : INFO : Epoch 1729 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 7592.55 ms [2022-04-13 00:54:12 main:574] : INFO : Epoch 1730 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 7580.07 ms [2022-04-13 00:54:20 main:574] : INFO : Epoch 1731 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 8171.45 ms [2022-04-13 00:54:28 main:574] : INFO : Epoch 1732 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 8025.24 ms [2022-04-13 00:54:35 main:574] : INFO : Epoch 1733 | loss: 0.0311656 | val_loss: 0.031172 | Time: 7030.29 ms [2022-04-13 00:54:43 main:574] : INFO : Epoch 1734 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 8000.1 ms [2022-04-13 00:54:51 main:574] : INFO : Epoch 1735 | loss: 0.0311728 | val_loss: 0.031174 | Time: 7505.52 ms [2022-04-13 00:54:59 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.031172 | Time: 7842.74 ms [2022-04-13 00:55:07 main:574] : INFO : Epoch 1737 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 8207.59 ms [2022-04-13 00:55:15 main:574] : INFO : Epoch 1738 | loss: 0.031172 | val_loss: 0.0311734 | Time: 8338.48 ms [2022-04-13 00:55:23 main:574] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.0311911 | Time: 7709.41 ms [2022-04-13 00:55:31 main:574] : INFO : Epoch 1740 | loss: 0.0311777 | val_loss: 0.0311717 | Time: 8102.74 ms [2022-04-13 00:55:39 main:574] : INFO : Epoch 1741 | loss: 0.0311711 | val_loss: 0.0311722 | Time: 7602.77 ms [2022-04-13 00:55:46 main:574] : INFO : Epoch 1742 | loss: 0.0311683 | val_loss: 0.0311703 | Time: 7470.69 ms [2022-04-13 00:55:55 main:574] : INFO : Epoch 1743 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 8778.77 ms [2022-04-13 00:56:03 main:574] : INFO : Epoch 1744 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 8232.78 ms [2022-04-13 00:56:11 main:574] : INFO : Epoch 1745 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 7808.16 ms [2022-04-13 00:56:19 main:574] : INFO : Epoch 1746 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 8244.19 ms [2022-04-13 00:56:27 main:574] : INFO : Epoch 1747 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 7769.57 ms [2022-04-13 00:56:35 main:574] : INFO : Epoch 1748 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 7714.85 ms [2022-04-13 00:56:43 main:574] : INFO : Epoch 1749 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 7961.28 ms [2022-04-13 00:56:50 main:574] : INFO : Epoch 1750 | loss: 0.031169 | val_loss: 0.0311773 | Time: 7772.7 ms [2022-04-13 00:56:58 main:574] : INFO : Epoch 1751 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 7551.72 ms [2022-04-13 00:57:06 main:574] : INFO : Epoch 1752 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 8270.57 ms [2022-04-13 00:57:14 main:574] : INFO : Epoch 1753 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 8090.12 ms [2022-04-13 00:57:23 main:574] : INFO : Epoch 1754 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 8138.94 ms [2022-04-13 00:57:31 main:574] : INFO : Epoch 1755 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 8477.08 ms [2022-04-13 00:57:39 main:574] : INFO : Epoch 1756 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 7662.14 ms [2022-04-13 00:57:47 main:574] : INFO : Epoch 1757 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 8509.77 ms [2022-04-13 00:57:55 main:574] : INFO : Epoch 1758 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 7958.75 ms [2022-04-13 00:58:03 main:574] : INFO : Epoch 1759 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 7675.01 ms [2022-04-13 00:58:11 main:574] : INFO : Epoch 1760 | loss: 0.031169 | val_loss: 0.0311711 | Time: 7838.57 ms [2022-04-13 00:58:19 main:574] : INFO : Epoch 1761 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 7824.1 ms [2022-04-13 00:58:26 main:574] : INFO : Epoch 1762 | loss: 0.0311708 | val_loss: 0.0311708 | Time: 7388.38 ms [2022-04-13 00:58:34 main:574] : INFO : Epoch 1763 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 8087.28 ms [2022-04-13 00:58:42 main:574] : INFO : Epoch 1764 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 7748.24 ms [2022-04-13 00:58:50 main:574] : INFO : Epoch 1765 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 8015.87 ms [2022-04-13 00:58:57 main:574] : INFO : Epoch 1766 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 7162.41 ms [2022-04-13 00:59:05 main:574] : INFO : Epoch 1767 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 7469.19 ms [2022-04-13 00:59:12 main:574] : INFO : Epoch 1768 | loss: 0.031169 | val_loss: 0.031173 | Time: 7787.77 ms [2022-04-13 00:59:21 main:574] : INFO : Epoch 1769 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 8172.45 ms [2022-04-13 00:59:28 main:574] : INFO : Epoch 1770 | loss: 0.0311664 | val_loss: 0.031175 | Time: 7742.61 ms [2022-04-13 00:59:37 main:574] : INFO : Epoch 1771 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 8434.17 ms [2022-04-13 00:59:45 main:574] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 8499.75 ms [2022-04-13 00:59:53 main:574] : INFO : Epoch 1773 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 7897.73 ms [2022-04-13 01:00:01 main:574] : INFO : Epoch 1774 | loss: 0.03117 | val_loss: 0.0311747 | Time: 7754.44 ms [2022-04-13 01:00:09 main:574] : INFO : Epoch 1775 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 7830.91 ms [2022-04-13 01:00:17 main:574] : INFO : Epoch 1776 | loss: 0.031167 | val_loss: 0.0311723 | Time: 8260.4 ms [2022-04-13 01:00:25 main:574] : INFO : Epoch 1777 | loss: 0.0311664 | val_loss: 0.031174 | Time: 7996.11 ms [2022-04-13 01:00:33 main:574] : INFO : Epoch 1778 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 7946.24 ms [2022-04-13 01:00:41 main:574] : INFO : Epoch 1779 | loss: 0.0312215 | val_loss: 0.0345534 | Time: 8240.76 ms [2022-04-13 01:00:49 main:574] : INFO : Epoch 1780 | loss: 0.0337095 | val_loss: 0.0319921 | Time: 7611.62 ms [2022-04-13 01:00:57 main:574] : INFO : Epoch 1781 | loss: 0.0314694 | val_loss: 0.0313101 | Time: 8305.61 ms [2022-04-13 01:01:12 main:574] : INFO : Epoch 1782 | loss: 0.0312236 | val_loss: 0.0311936 | Time: 14801.6 ms [2022-04-13 01:01:26 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311757 | Time: 14122.4 ms [2022-04-13 01:01:37 main:574] : INFO : Epoch 1784 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 10373 ms [2022-04-13 01:01:46 main:574] : INFO : Epoch 1785 | loss: 0.0311703 | val_loss: 0.031173 | Time: 9104.57 ms [2022-04-13 01:01:57 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 11414.9 ms [2022-04-13 01:02:07 main:574] : INFO : Epoch 1787 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 10090.8 ms [2022-04-13 01:02:17 main:574] : INFO : Epoch 1788 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 9933.45 ms [2022-04-13 01:02:26 main:574] : INFO : Epoch 1789 | loss: 0.0311689 | val_loss: 0.0311705 | Time: 8803.54 ms [2022-04-13 01:02:36 main:574] : INFO : Epoch 1790 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 9730.03 ms [2022-04-13 01:02:45 main:574] : INFO : Epoch 1791 | loss: 0.0311679 | val_loss: 0.0311725 | Time: 9329.04 ms [2022-04-13 01:02:55 main:574] : INFO : Epoch 1792 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 9161.31 ms [2022-04-13 01:03:04 main:574] : INFO : Epoch 1793 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 9131.5 ms [2022-04-13 01:03:12 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 8624.36 ms [2022-04-13 01:03:21 main:574] : INFO : Epoch 1795 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 8363.87 ms [2022-04-13 01:03:29 main:574] : INFO : Epoch 1796 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 8707.7 ms [2022-04-13 01:03:39 main:574] : INFO : Epoch 1797 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 9683.96 ms [2022-04-13 01:03:48 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 8405.78 ms [2022-04-13 01:03:57 main:574] : INFO : Epoch 1799 | loss: 0.0311649 | val_loss: 0.031171 | Time: 9771.48 ms [2022-04-13 01:04:07 main:574] : INFO : Epoch 1800 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 9666.07 ms [2022-04-13 01:04:15 main:574] : INFO : Epoch 1801 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 8395.74 ms [2022-04-13 01:04:26 main:574] : INFO : Epoch 1802 | loss: 0.0311646 | val_loss: 0.031173 | Time: 10131.1 ms [2022-04-13 01:04:35 main:574] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 9480.67 ms [2022-04-13 01:04:44 main:574] : INFO : Epoch 1804 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 9004.53 ms [2022-04-13 01:04:53 main:574] : INFO : Epoch 1805 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 8969.11 ms [2022-04-13 01:05:03 main:574] : INFO : Epoch 1806 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 8675.32 ms [2022-04-13 01:05:11 main:574] : INFO : Epoch 1807 | loss: 0.0311743 | val_loss: 0.0311729 | Time: 8303.47 ms [2022-04-13 01:05:22 main:574] : INFO : Epoch 1808 | loss: 0.031172 | val_loss: 0.031172 | Time: 9334.99 ms [2022-04-13 01:05:31 main:574] : INFO : Epoch 1809 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 9422.24 ms [2022-04-13 01:05:40 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 8746.29 ms [2022-04-13 01:05:48 main:574] : INFO : Epoch 1811 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 8583.84 ms [2022-04-13 01:05:58 main:574] : INFO : Epoch 1812 | loss: 0.0311977 | val_loss: 0.0311911 | Time: 9232.38 ms [2022-04-13 01:06:08 main:574] : INFO : Epoch 1813 | loss: 0.0311923 | val_loss: 0.0311867 | Time: 9152.19 ms [2022-04-13 01:06:18 main:574] : INFO : Epoch 1814 | loss: 0.0311881 | val_loss: 0.0311853 | Time: 9119.8 ms [2022-04-13 01:06:27 main:574] : INFO : Epoch 1815 | loss: 0.0311873 | val_loss: 0.031184 | Time: 9391.22 ms [2022-04-13 01:06:36 main:574] : INFO : Epoch 1816 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 9098.27 ms [2022-04-13 01:06:45 main:574] : INFO : Epoch 1817 | loss: 0.0311861 | val_loss: 0.0311824 | Time: 8831.7 ms [2022-04-13 01:06:54 main:574] : INFO : Epoch 1818 | loss: 0.0311836 | val_loss: 0.0311803 | Time: 8612.85 ms [2022-04-13 01:07:04 main:574] : INFO : Epoch 1819 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 9954.76 ms [2022-04-13 01:07:13 main:574] : INFO : Epoch 1820 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 9342.29 ms [2022-04-13 01:07:21 main:574] : INFO : Epoch 1821 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 8231.57 ms [2022-04-13 01:07:30 main:574] : INFO : Epoch 1822 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 8973.27 ms [2022-04-13 01:07:40 main:574] : INFO : Epoch 1823 | loss: 0.031181 | val_loss: 0.0311795 | Time: 8553.97 ms [2022-04-13 01:07:48 main:574] : INFO : Epoch 1824 | loss: 0.0311806 | val_loss: 0.0311793 | Time: 8179.76 ms [2022-04-13 01:07:57 main:574] : INFO : Epoch 1825 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 8786.32 ms [2022-04-13 01:08:05 main:574] : INFO : Epoch 1826 | loss: 0.0311801 | val_loss: 0.031181 | Time: 8005.39 ms [2022-04-13 01:08:13 main:574] : INFO : Epoch 1827 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 8495.46 ms [2022-04-13 01:08:21 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 8140.8 ms [2022-04-13 01:08:29 main:574] : INFO : Epoch 1829 | loss: 0.0311807 | val_loss: 0.0311847 | Time: 8137.81 ms [2022-04-13 01:08:38 main:574] : INFO : Epoch 1830 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 8395.73 ms [2022-04-13 01:08:46 main:574] : INFO : Epoch 1831 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 8480.56 ms [2022-04-13 01:08:55 main:574] : INFO : Epoch 1832 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 8618.22 ms [2022-04-13 01:09:04 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 8692.3 ms [2022-04-13 01:09:12 main:574] : INFO : Epoch 1834 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 8614.68 ms [2022-04-13 01:09:21 main:574] : INFO : Epoch 1835 | loss: 0.0311787 | val_loss: 0.03118 | Time: 9177.84 ms [2022-04-13 01:09:30 main:574] : INFO : Epoch 1836 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 8554.93 ms [2022-04-13 01:09:38 main:574] : INFO : Epoch 1837 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 8141.03 ms [2022-04-13 01:09:47 main:574] : INFO : Epoch 1838 | loss: 0.0311791 | val_loss: 0.03118 | Time: 8553.9 ms [2022-04-13 01:09:55 main:574] : INFO : Epoch 1839 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 8065.3 ms [2022-04-13 01:10:03 main:574] : INFO : Epoch 1840 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 8461.99 ms [2022-04-13 01:10:11 main:574] : INFO : Epoch 1841 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 7684.85 ms [2022-04-13 01:10:19 main:574] : INFO : Epoch 1842 | loss: 0.031178 | val_loss: 0.0311772 | Time: 7945.22 ms [2022-04-13 01:10:27 main:574] : INFO : Epoch 1843 | loss: 0.0311778 | val_loss: 0.0311776 | Time: 8066.68 ms [2022-04-13 01:10:35 main:574] : INFO : Epoch 1844 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 8048.54 ms [2022-04-13 01:10:42 main:574] : INFO : Epoch 1845 | loss: 0.0311783 | val_loss: 0.031177 | Time: 7321.53 ms [2022-04-13 01:10:51 main:574] : INFO : Epoch 1846 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 8313.45 ms [2022-04-13 01:10:58 main:574] : INFO : Epoch 1847 | loss: 0.031179 | val_loss: 0.0311779 | Time: 7627.48 ms [2022-04-13 01:11:07 main:574] : INFO : Epoch 1848 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 8291.88 ms [2022-04-13 01:11:15 main:574] : INFO : Epoch 1849 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 7782.27 ms [2022-04-13 01:11:22 main:574] : INFO : Epoch 1850 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 7246.61 ms [2022-04-13 01:11:30 main:574] : INFO : Epoch 1851 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 7741.23 ms [2022-04-13 01:11:38 main:574] : INFO : Epoch 1852 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 7986.85 ms [2022-04-13 01:11:46 main:574] : INFO : Epoch 1853 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 8414.49 ms [2022-04-13 01:11:55 main:574] : INFO : Epoch 1854 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 8541.92 ms [2022-04-13 01:12:03 main:574] : INFO : Epoch 1855 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 8644.72 ms [2022-04-13 01:12:11 main:574] : INFO : Epoch 1856 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 7986.19 ms [2022-04-13 01:12:19 main:574] : INFO : Epoch 1857 | loss: 0.031176 | val_loss: 0.0311766 | Time: 7885.05 ms [2022-04-13 01:12:27 main:574] : INFO : Epoch 1858 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 8300.4 ms [2022-04-13 01:12:35 main:574] : INFO : Epoch 1859 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 7693.25 ms [2022-04-13 01:12:43 main:574] : INFO : Epoch 1860 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 8194.76 ms [2022-04-13 01:12:51 main:574] : INFO : Epoch 1861 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 7949.84 ms [2022-04-13 01:12:59 main:574] : INFO : Epoch 1862 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 7656.29 ms [2022-04-13 01:13:07 main:574] : INFO : Epoch 1863 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 7967.69 ms [2022-04-13 01:13:15 main:574] : INFO : Epoch 1864 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 7836.64 ms [2022-04-13 01:13:22 main:574] : INFO : Epoch 1865 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 7513.91 ms [2022-04-13 01:13:30 main:574] : INFO : Epoch 1866 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 7435.94 ms [2022-04-13 01:13:37 main:574] : INFO : Epoch 1867 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 7527.65 ms [2022-04-13 01:13:46 main:574] : INFO : Epoch 1868 | loss: 0.0311778 | val_loss: 0.031178 | Time: 8094.84 ms [2022-04-13 01:13:53 main:574] : INFO : Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 7719.56 ms [2022-04-13 01:14:01 main:574] : INFO : Epoch 1870 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 7641.54 ms [2022-04-13 01:14:08 main:574] : INFO : Epoch 1871 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 7506.06 ms [2022-04-13 01:14:17 main:574] : INFO : Epoch 1872 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 8090.45 ms [2022-04-13 01:14:24 main:574] : INFO : Epoch 1873 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 7257.5 ms [2022-04-13 01:14:31 main:574] : INFO : Epoch 1874 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 7461.76 ms [2022-04-13 01:14:39 main:574] : INFO : Epoch 1875 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 8160.19 ms [2022-04-13 01:14:47 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 7629.83 ms [2022-04-13 01:14:54 main:574] : INFO : Epoch 1877 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 7290.19 ms [2022-04-13 01:15:02 main:574] : INFO : Epoch 1878 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 7543.65 ms [2022-04-13 01:15:10 main:574] : INFO : Epoch 1879 | loss: 0.0311758 | val_loss: 0.0311766 | Time: 8108.22 ms [2022-04-13 01:15:18 main:574] : INFO : Epoch 1880 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 7496.55 ms [2022-04-13 01:15:25 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 7458.95 ms [2022-04-13 01:15:33 main:574] : INFO : Epoch 1882 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 7744.28 ms [2022-04-13 01:15:41 main:574] : INFO : Epoch 1883 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 7927.73 ms [2022-04-13 01:15:48 main:574] : INFO : Epoch 1884 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 7470.57 ms [2022-04-13 01:15:56 main:574] : INFO : Epoch 1885 | loss: 0.0311803 | val_loss: 0.0311793 | Time: 7541.31 ms [2022-04-13 01:16:04 main:574] : INFO : Epoch 1886 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 7903.29 ms [2022-04-13 01:16:11 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 7716.36 ms [2022-04-13 01:16:19 main:574] : INFO : Epoch 1888 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 7530.4 ms [2022-04-13 01:16:27 main:574] : INFO : Epoch 1889 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 7656.94 ms [2022-04-13 01:16:35 main:574] : INFO : Epoch 1890 | loss: 0.0311753 | val_loss: 0.031177 | Time: 7934.67 ms [2022-04-13 01:16:42 main:574] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 7741.91 ms [2022-04-13 01:16:50 main:574] : INFO : Epoch 1892 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 7582.36 ms [2022-04-13 01:16:58 main:574] : INFO : Epoch 1893 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 7555.92 ms [2022-04-13 01:17:06 main:574] : INFO : Epoch 1894 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 7968.94 ms [2022-04-13 01:17:13 main:574] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 7670.03 ms [2022-04-13 01:17:21 main:574] : INFO : Epoch 1896 | loss: 0.031175 | val_loss: 0.0311767 | Time: 7577.07 ms [2022-04-13 01:17:29 main:574] : INFO : Epoch 1897 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 8297.4 ms [2022-04-13 01:17:36 main:574] : INFO : Epoch 1898 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 7311.84 ms [2022-04-13 01:17:44 main:574] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 7823.23 ms [2022-04-13 01:17:52 main:574] : INFO : Epoch 1900 | loss: 0.0311765 | val_loss: 0.031179 | Time: 7590.34 ms [2022-04-13 01:18:00 main:574] : INFO : Epoch 1901 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 7682.4 ms [2022-04-13 01:18:07 main:574] : INFO : Epoch 1902 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 7524.89 ms [2022-04-13 01:18:15 main:574] : INFO : Epoch 1903 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 7489.69 ms [2022-04-13 01:18:23 main:574] : INFO : Epoch 1904 | loss: 0.0311745 | val_loss: 0.031178 | Time: 8011.11 ms [2022-04-13 01:18:30 main:574] : INFO : Epoch 1905 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 7337.61 ms [2022-04-13 01:18:38 main:574] : INFO : Epoch 1906 | loss: 0.0311752 | val_loss: 0.031177 | Time: 8064.44 ms [2022-04-13 01:18:45 main:574] : INFO : Epoch 1907 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 7353.82 ms [2022-04-13 01:18:53 main:574] : INFO : Epoch 1908 | loss: 0.031176 | val_loss: 0.0311773 | Time: 7820.19 ms [2022-04-13 01:19:01 main:574] : INFO : Epoch 1909 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 7541.04 ms [2022-04-13 01:19:09 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 7987.22 ms [2022-04-13 01:19:17 main:574] : INFO : Epoch 1911 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 8035.23 ms [2022-04-13 01:19:26 main:574] : INFO : Epoch 1912 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 9351.77 ms [2022-04-13 01:19:34 main:574] : INFO : Epoch 1913 | loss: 0.031177 | val_loss: 0.0311778 | Time: 7917.2 ms [2022-04-13 01:19:42 main:574] : INFO : Epoch 1914 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 8285.05 ms [2022-04-13 01:19:50 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 7690.3 ms [2022-04-13 01:19:58 main:574] : INFO : Epoch 1916 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 7660.26 ms [2022-04-13 01:20:06 main:574] : INFO : Epoch 1917 | loss: 0.0311736 | val_loss: 0.031176 | Time: 7993.25 ms [2022-04-13 01:20:13 main:574] : INFO : Epoch 1918 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 7609.38 ms [2022-04-13 01:20:22 main:574] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 8039.56 ms [2022-04-13 01:20:30 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 8435.91 ms [2022-04-13 01:20:38 main:574] : INFO : Epoch 1921 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 8175.67 ms [2022-04-13 01:20:47 main:574] : INFO : Epoch 1922 | loss: 0.031173 | val_loss: 0.0311771 | Time: 8433.71 ms [2022-04-13 01:20:55 main:574] : INFO : Epoch 1923 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 8352.05 ms [2022-04-13 01:21:03 main:574] : INFO : Epoch 1924 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 8344.3 ms [2022-04-13 01:21:11 main:574] : INFO : Epoch 1925 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 8029.65 ms [2022-04-13 01:21:20 main:574] : INFO : Epoch 1926 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 8161.26 ms [2022-04-13 01:21:28 main:574] : INFO : Epoch 1927 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 8193.31 ms [2022-04-13 01:21:36 main:574] : INFO : Epoch 1928 | loss: 0.0311754 | val_loss: 0.0311758 | Time: 7757.21 ms [2022-04-13 01:21:43 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 7519.79 ms [2022-04-13 01:21:51 main:574] : INFO : Epoch 1930 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 8020.14 ms [2022-04-13 01:21:59 main:574] : INFO : Epoch 1931 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 8238.44 ms [2022-04-13 01:22:07 main:574] : INFO : Epoch 1932 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 7556.18 ms [2022-04-13 01:22:14 main:574] : INFO : Epoch 1933 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 7300.59 ms [2022-04-13 01:22:23 main:574] : INFO : Epoch 1934 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 8161.56 ms [2022-04-13 01:22:30 main:574] : INFO : Epoch 1935 | loss: 0.0311755 | val_loss: 0.031178 | Time: 7494.25 ms [2022-04-13 01:22:38 main:574] : INFO : Epoch 1936 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 7565.87 ms [2022-04-13 01:22:46 main:574] : INFO : Epoch 1937 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 8345.52 ms [2022-04-13 01:22:54 main:574] : INFO : Epoch 1938 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 7932.54 ms [2022-04-13 01:23:01 main:574] : INFO : Epoch 1939 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 7509.87 ms [2022-04-13 01:23:09 main:574] : INFO : Epoch 1940 | loss: 0.0311764 | val_loss: 0.0311882 | Time: 7479.59 ms [2022-04-13 01:23:17 main:574] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 8309.09 ms [2022-04-13 01:23:25 main:574] : INFO : Epoch 1942 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 7945.44 ms [2022-04-13 01:23:33 main:574] : INFO : Epoch 1943 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 7816.24 ms [2022-04-13 01:23:41 main:574] : INFO : Epoch 1944 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 7602.49 ms [2022-04-13 01:23:49 main:574] : INFO : Epoch 1945 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 8418.89 ms [2022-04-13 01:23:57 main:574] : INFO : Epoch 1946 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 8032.1 ms [2022-04-13 01:24:05 main:574] : INFO : Epoch 1947 | loss: 0.0311755 | val_loss: 0.0311777 | Time: 7743.93 ms [2022-04-13 01:24:12 main:574] : INFO : Epoch 1948 | loss: 0.031175 | val_loss: 0.0311794 | Time: 7444.18 ms [2022-04-13 01:24:20 main:574] : INFO : Epoch 1949 | loss: 0.0311768 | val_loss: 0.0311877 | Time: 7623.11 ms [2022-04-13 01:24:28 main:574] : INFO : Epoch 1950 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 7677.97 ms [2022-04-13 01:24:35 main:574] : INFO : Epoch 1951 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 7620.26 ms [2022-04-13 01:24:43 main:574] : INFO : Epoch 1952 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 8116.75 ms [2022-04-13 01:24:51 main:574] : INFO : Epoch 1953 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 7909.52 ms [2022-04-13 01:24:59 main:574] : INFO : Epoch 1954 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 7539.37 ms [2022-04-13 01:25:07 main:574] : INFO : Epoch 1955 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 7740.75 ms [2022-04-13 01:25:15 main:574] : INFO : Epoch 1956 | loss: 0.0311749 | val_loss: 0.031177 | Time: 7949.69 ms [2022-04-13 01:25:23 main:574] : INFO : Epoch 1957 | loss: 0.031175 | val_loss: 0.0311762 | Time: 7797.18 ms [2022-04-13 01:25:30 main:574] : INFO : Epoch 1958 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 7471.55 ms [2022-04-13 01:25:37 main:574] : INFO : Epoch 1959 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 7461.13 ms [2022-04-13 01:25:45 main:574] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.031177 | Time: 7726.28 ms [2022-04-13 01:25:53 main:574] : INFO : Epoch 1961 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 7808.11 ms [2022-04-13 01:26:01 main:574] : INFO : Epoch 1962 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 7842.24 ms [2022-04-13 01:26:09 main:574] : INFO : Epoch 1963 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 7914.77 ms [2022-04-13 01:26:17 main:574] : INFO : Epoch 1964 | loss: 0.0311783 | val_loss: 0.031178 | Time: 8147.36 ms [2022-04-13 01:26:25 main:574] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 7590.39 ms [2022-04-13 01:26:32 main:574] : INFO : Epoch 1966 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 7725.02 ms [2022-04-13 01:26:40 main:574] : INFO : Epoch 1967 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 7923.4 ms [2022-04-13 01:26:48 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.031179 | Time: 7959.62 ms [2022-04-13 01:26:56 main:574] : INFO : Epoch 1969 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 8076.76 ms [2022-04-13 01:27:04 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 7431.7 ms [2022-04-13 01:27:11 main:574] : INFO : Epoch 1971 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 7334.06 ms [2022-04-13 01:27:19 main:574] : INFO : Epoch 1972 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 7862.41 ms [2022-04-13 01:27:26 main:574] : INFO : Epoch 1973 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 7377.8 ms [2022-04-13 01:27:34 main:574] : INFO : Epoch 1974 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 7795.64 ms [2022-04-13 01:27:42 main:574] : INFO : Epoch 1975 | loss: 0.0311778 | val_loss: 0.0311773 | Time: 7811.66 ms [2022-04-13 01:27:51 main:574] : INFO : Epoch 1976 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 8684 ms [2022-04-13 01:27:59 main:574] : INFO : Epoch 1977 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 8469.44 ms [2022-04-13 01:28:07 main:574] : INFO : Epoch 1978 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 7544.82 ms [2022-04-13 01:28:15 main:574] : INFO : Epoch 1979 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 8121.74 ms [2022-04-13 01:28:23 main:574] : INFO : Epoch 1980 | loss: 0.0311738 | val_loss: 0.031177 | Time: 7798.36 ms [2022-04-13 01:28:31 main:574] : INFO : Epoch 1981 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 7684.25 ms [2022-04-13 01:28:38 main:574] : INFO : Epoch 1982 | loss: 0.0311815 | val_loss: 0.0311873 | Time: 7288.61 ms [2022-04-13 01:28:45 main:574] : INFO : Epoch 1983 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 7576.27 ms [2022-04-13 01:28:53 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 7889.52 ms [2022-04-13 01:29:01 main:574] : INFO : Epoch 1985 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 7451.5 ms [2022-04-13 01:29:09 main:574] : INFO : Epoch 1986 | loss: 0.0311769 | val_loss: 0.031185 | Time: 8035.24 ms [2022-04-13 01:29:16 main:574] : INFO : Epoch 1987 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 7429.97 ms [2022-04-13 01:29:24 main:574] : INFO : Epoch 1988 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 7480.18 ms [2022-04-13 01:29:31 main:574] : INFO : Epoch 1989 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 7401.34 ms [2022-04-13 01:29:39 main:574] : INFO : Epoch 1990 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 7413.01 ms [2022-04-13 01:29:46 main:574] : INFO : Epoch 1991 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 7456.66 ms [2022-04-13 01:29:53 main:574] : INFO : Epoch 1992 | loss: 0.031174 | val_loss: 0.0311769 | Time: 7298.4 ms [2022-04-13 01:30:01 main:574] : INFO : Epoch 1993 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 7904.45 ms [2022-04-13 01:30:09 main:574] : INFO : Epoch 1994 | loss: 0.031174 | val_loss: 0.0311768 | Time: 7389.34 ms [2022-04-13 01:30:16 main:574] : INFO : Epoch 1995 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 7448.63 ms [2022-04-13 01:30:24 main:574] : INFO : Epoch 1996 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 7722.76 ms [2022-04-13 01:30:31 main:574] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.0311783 | Time: 7336 ms [2022-04-13 01:30:39 main:574] : INFO : Epoch 1998 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 7570.73 ms [2022-04-13 01:30:47 main:574] : INFO : Epoch 1999 | loss: 0.031174 | val_loss: 0.0311795 | Time: 7635.95 ms [2022-04-13 01:30:55 main:574] : INFO : Epoch 2000 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 7975.86 ms [2022-04-13 01:31:03 main:574] : INFO : Epoch 2001 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 7975.89 ms [2022-04-13 01:31:10 main:574] : INFO : Epoch 2002 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 7692.98 ms [2022-04-13 01:31:17 main:574] : INFO : Epoch 2003 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 7099.45 ms [2022-04-13 01:31:25 main:574] : INFO : Epoch 2004 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 7210.44 ms [2022-04-13 01:31:32 main:574] : INFO : Epoch 2005 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 7221.21 ms [2022-04-13 01:31:39 main:574] : INFO : Epoch 2006 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 7583.43 ms [2022-04-13 01:31:47 main:574] : INFO : Epoch 2007 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 7044.51 ms [2022-04-13 01:31:54 main:574] : INFO : Epoch 2008 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 7896.9 ms [2022-04-13 01:32:02 main:574] : INFO : Epoch 2009 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 7857.84 ms [2022-04-13 01:32:09 main:574] : INFO : Epoch 2010 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 6885.2 ms [2022-04-13 01:32:17 main:574] : INFO : Epoch 2011 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 7456.18 ms [2022-04-13 01:32:25 main:574] : INFO : Epoch 2012 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 7804.72 ms [2022-04-13 01:32:32 main:574] : INFO : Epoch 2013 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 7579.52 ms [2022-04-13 01:32:40 main:574] : INFO : Epoch 2014 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 7345.06 ms [2022-04-13 01:32:47 main:574] : INFO : Epoch 2015 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 7186.14 ms [2022-04-13 01:32:54 main:574] : INFO : Epoch 2016 | loss: 0.0311717 | val_loss: 0.03118 | Time: 7634.92 ms [2022-04-13 01:33:02 main:574] : INFO : Epoch 2017 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 7391.24 ms [2022-04-13 01:33:09 main:574] : INFO : Epoch 2018 | loss: 0.0311736 | val_loss: 0.0311765 | Time: 7442 ms [2022-04-13 01:33:17 main:574] : INFO : Epoch 2019 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 7428.3 ms [2022-04-13 01:33:24 main:574] : INFO : Epoch 2020 | loss: 0.0311718 | val_loss: 0.031175 | Time: 7554.09 ms [2022-04-13 01:33:32 main:574] : INFO : Epoch 2021 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 7401.89 ms [2022-04-13 01:33:39 main:574] : INFO : Epoch 2022 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 7572.64 ms [2022-04-13 01:33:47 main:574] : INFO : Epoch 2023 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 7676.11 ms [2022-04-13 01:33:56 main:574] : INFO : Epoch 2024 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 8731.31 ms [2022-04-13 01:34:03 main:574] : INFO : Epoch 2025 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 6929.54 ms [2022-04-13 01:34:10 main:574] : INFO : Epoch 2026 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 7122.5 ms [2022-04-13 01:34:17 main:574] : INFO : Epoch 2027 | loss: 0.0311706 | val_loss: 0.031175 | Time: 7233.25 ms [2022-04-13 01:34:24 main:574] : INFO : Epoch 2028 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 7154.03 ms [2022-04-13 01:34:32 main:574] : INFO : Epoch 2029 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 7331.62 ms [2022-04-13 01:34:39 main:574] : INFO : Epoch 2030 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 7461.08 ms [2022-04-13 01:34:46 main:574] : INFO : Epoch 2031 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 7083.09 ms [2022-04-13 01:34:53 main:574] : INFO : Epoch 2032 | loss: 0.0311731 | val_loss: 0.031176 | Time: 7132.79 ms [2022-04-13 01:35:01 main:574] : INFO : Epoch 2033 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 7890.32 ms [2022-04-13 01:35:09 main:574] : INFO : Epoch 2034 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 7436.91 ms [2022-04-13 01:35:16 main:574] : INFO : Epoch 2035 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 7586.46 ms [2022-04-13 01:35:23 main:574] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 7109.89 ms [2022-04-13 01:35:31 main:574] : INFO : Epoch 2037 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 7622.87 ms [2022-04-13 01:35:38 main:574] : INFO : Epoch 2038 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 7326.5 ms [2022-04-13 01:35:46 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311803 | Time: 7755.75 ms [2022-04-13 01:35:54 main:574] : INFO : Epoch 2040 | loss: 0.0311754 | val_loss: 0.0311757 | Time: 7560.42 ms [2022-04-13 01:36:01 main:574] : INFO : Epoch 2041 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 7281.25 ms [2022-04-13 01:36:08 main:574] : INFO : Epoch 2042 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 7131.37 ms [2022-04-13 01:36:16 main:574] : INFO : Epoch 2043 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 7772.48 ms [2022-04-13 01:36:24 main:574] : INFO : Epoch 2044 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 7723.46 ms [2022-04-13 01:36:31 main:574] : INFO : Epoch 2045 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 7492.44 ms [2022-04-13 01:36:39 main:574] : INFO : Epoch 2046 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 7434.54 ms [2022-04-13 01:36:46 main:574] : INFO : Epoch 2047 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 7430.8 ms [2022-04-13 01:36:54 main:574] : INFO : Epoch 2048 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 7499.65 ms [2022-04-13 01:36:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311824 [2022-04-13 01:36:54 main:603] : INFO : Saving end state to config to file [2022-04-13 01:36:54 main:608] : INFO : Success, exiting.. 01:36:54 (21916): 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)