Task 14349420
| Name | ParityModified-1647048946-9217-3-0_0 |
| Workunit | 11398115 |
| Created | 4 Apr 2022, 11:00:58 UTC |
| Sent | 11 Apr 2022, 2:13:47 UTC |
| Report deadline | 19 Apr 2022, 2:13:47 UTC |
| Received | 24 Apr 2022, 15:44:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18531 |
| Run time | 5 hours 36 min 56 sec |
| CPU time | 4 hours 31 min 37 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 10,162.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.90 GB |
| Peak swap size | 4.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311702 | val_loss: 0.0311698 | Time: 4829.45 ms [2022-04-24 11:05:26 main:574] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 4688.83 ms [2022-04-24 11:05:30 main:574] : INFO : Epoch 1544 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 4235.5 ms [2022-04-24 11:05:35 main:574] : INFO : Epoch 1545 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 4973.82 ms [2022-04-24 11:05:40 main:574] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.03117 | Time: 4266.06 ms [2022-04-24 11:05:44 main:574] : INFO : Epoch 1547 | loss: 0.03117 | val_loss: 0.0311711 | Time: 4833.04 ms [2022-04-24 11:05:49 main:574] : INFO : Epoch 1548 | loss: 0.0311694 | val_loss: 0.03117 | Time: 4196.21 ms [2022-04-24 11:05:54 main:574] : INFO : Epoch 1549 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 5038.97 ms [2022-04-24 11:05:58 main:574] : INFO : Epoch 1550 | loss: 0.0311677 | val_loss: 0.0311692 | Time: 4367.39 ms [2022-04-24 11:06:03 main:574] : INFO : Epoch 1551 | loss: 0.0311686 | val_loss: 0.0311684 | Time: 4866.98 ms [2022-04-24 11:06:07 main:574] : INFO : Epoch 1552 | loss: 0.0311706 | val_loss: 0.0311725 | Time: 4196.48 ms [2022-04-24 11:06:12 main:574] : INFO : Epoch 1553 | loss: 0.0311701 | val_loss: 0.0311684 | Time: 4812.63 ms [2022-04-24 11:06:17 main:574] : INFO : Epoch 1554 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 4507.74 ms [2022-04-24 11:06:21 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311716 | Time: 4631.96 ms [2022-04-24 11:06:26 main:574] : INFO : Epoch 1556 | loss: 0.0311714 | val_loss: 0.0311789 | Time: 4782.09 ms [2022-04-24 11:06:30 main:574] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.0311683 | Time: 4326.25 ms [2022-04-24 11:06:35 main:574] : INFO : Epoch 1558 | loss: 0.0311689 | val_loss: 0.031172 | Time: 4986.39 ms [2022-04-24 11:06:40 main:574] : INFO : Epoch 1559 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 4395.43 ms [2022-04-24 11:06:45 main:574] : INFO : Epoch 1560 | loss: 0.0311684 | val_loss: 0.0311697 | Time: 5133.38 ms [2022-04-24 11:06:49 main:574] : INFO : Epoch 1561 | loss: 0.0311686 | val_loss: 0.031172 | Time: 4123.15 ms [2022-04-24 11:06:54 main:574] : INFO : Epoch 1562 | loss: 0.0311735 | val_loss: 0.0311694 | Time: 5141.77 ms [2022-04-24 11:06:58 main:574] : INFO : Epoch 1563 | loss: 0.0311708 | val_loss: 0.031169 | Time: 4059.7 ms [2022-04-24 11:07:03 main:574] : INFO : Epoch 1564 | loss: 0.0311678 | val_loss: 0.03117 | Time: 5003.23 ms [2022-04-24 11:07:08 main:574] : INFO : Epoch 1565 | loss: 0.0311697 | val_loss: 0.03117 | Time: 4420.09 ms [2022-04-24 11:07:13 main:574] : INFO : Epoch 1566 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 4850.16 ms [2022-04-24 11:07:17 main:574] : INFO : Epoch 1567 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 4146.27 ms [2022-04-24 11:07:22 main:574] : INFO : Epoch 1568 | loss: 0.0311707 | val_loss: 0.0311729 | Time: 4923.27 ms [2022-04-24 11:07:26 main:574] : INFO : Epoch 1569 | loss: 0.0311722 | val_loss: 0.0311701 | Time: 4641.02 ms [2022-04-24 11:07:31 main:574] : INFO : Epoch 1570 | loss: 0.0311702 | val_loss: 0.0311694 | Time: 4366.07 ms [2022-04-24 11:07:35 main:574] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311694 | Time: 4711.61 ms [2022-04-24 11:07:40 main:574] : INFO : Epoch 1572 | loss: 0.0311694 | val_loss: 0.0311697 | Time: 4109.8 ms [2022-04-24 11:07:45 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 5021.34 ms [2022-04-24 11:07:49 main:574] : INFO : Epoch 1574 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 4318.84 ms [2022-04-24 11:07:54 main:574] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 4930.08 ms [2022-04-24 11:07:58 main:574] : INFO : Epoch 1576 | loss: 0.031169 | val_loss: 0.0311696 | Time: 4208.76 ms [2022-04-24 11:08:03 main:574] : INFO : Epoch 1577 | loss: 0.0311691 | val_loss: 0.0311692 | Time: 5000.21 ms [2022-04-24 11:08:07 main:574] : INFO : Epoch 1578 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 4203.17 ms [2022-04-24 11:08:12 main:574] : INFO : Epoch 1579 | loss: 0.0311728 | val_loss: 0.03118 | Time: 4871.87 ms [2022-04-24 11:08:17 main:574] : INFO : Epoch 1580 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 4485.65 ms [2022-04-24 11:08:21 main:574] : INFO : Epoch 1581 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 4543.37 ms [2022-04-24 11:08:26 main:574] : INFO : Epoch 1582 | loss: 0.0311701 | val_loss: 0.0311703 | Time: 4898.35 ms [2022-04-24 11:08:30 main:574] : INFO : Epoch 1583 | loss: 0.031168 | val_loss: 0.0311694 | Time: 4333.69 ms [2022-04-24 11:08:35 main:574] : INFO : Epoch 1584 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 4756.02 ms [2022-04-24 11:08:40 main:574] : INFO : Epoch 1585 | loss: 0.0311692 | val_loss: 0.0311699 | Time: 4371.51 ms [2022-04-24 11:08:44 main:574] : INFO : Epoch 1586 | loss: 0.0311698 | val_loss: 0.0311681 | Time: 4819.89 ms [2022-04-24 11:08:49 main:574] : INFO : Epoch 1587 | loss: 0.0311686 | val_loss: 0.0311702 | Time: 4389.98 ms [2022-04-24 11:08:54 main:574] : INFO : Epoch 1588 | loss: 0.0311678 | val_loss: 0.0311688 | Time: 5086.61 ms [2022-04-24 11:08:58 main:574] : INFO : Epoch 1589 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 4399.16 ms [2022-04-24 11:09:03 main:574] : INFO : Epoch 1590 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 4983.26 ms [2022-04-24 11:09:08 main:574] : INFO : Epoch 1591 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 4349.69 ms [2022-04-24 11:09:13 main:574] : INFO : Epoch 1592 | loss: 0.0311711 | val_loss: 0.0311695 | Time: 4918.97 ms [2022-04-24 11:09:17 main:574] : INFO : Epoch 1593 | loss: 0.0311705 | val_loss: 0.0311692 | Time: 4307.99 ms [2022-04-24 11:09:22 main:574] : INFO : Epoch 1594 | loss: 0.0311683 | val_loss: 0.0311682 | Time: 4995.11 ms [2022-04-24 11:09:27 main:574] : INFO : Epoch 1595 | loss: 0.0311681 | val_loss: 0.0311679 | Time: 4592.92 ms [2022-04-24 11:09:31 main:574] : INFO : Epoch 1596 | loss: 0.0311682 | val_loss: 0.0311691 | Time: 4702.26 ms [2022-04-24 11:09:36 main:574] : INFO : Epoch 1597 | loss: 0.0311684 | val_loss: 0.0311699 | Time: 4765.08 ms [2022-04-24 11:09:40 main:574] : INFO : Epoch 1598 | loss: 0.031169 | val_loss: 0.0311685 | Time: 4227.13 ms [2022-04-24 11:09:45 main:574] : INFO : Epoch 1599 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 5043.98 ms [2022-04-24 11:09:50 main:574] : INFO : Epoch 1600 | loss: 0.0311694 | val_loss: 0.0311674 | Time: 4178.98 ms [2022-04-24 11:09:55 main:574] : INFO : Epoch 1601 | loss: 0.0311677 | val_loss: 0.0311677 | Time: 5073.18 ms [2022-04-24 11:09:59 main:574] : INFO : Epoch 1602 | loss: 0.031167 | val_loss: 0.0311685 | Time: 4208.52 ms [2022-04-24 11:10:04 main:574] : INFO : Epoch 1603 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 4988.36 ms [2022-04-24 11:10:08 main:574] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.0311706 | Time: 4302.43 ms [2022-04-24 11:10:13 main:574] : INFO : Epoch 1605 | loss: 0.0311704 | val_loss: 0.031169 | Time: 4937.6 ms [2022-04-24 11:10:18 main:574] : INFO : Epoch 1606 | loss: 0.0311701 | val_loss: 0.0311688 | Time: 4557.72 ms [2022-04-24 11:10:23 main:574] : INFO : Epoch 1607 | loss: 0.0311706 | val_loss: 0.0311686 | Time: 4910.27 ms [2022-04-24 11:10:27 main:574] : INFO : Epoch 1608 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 4391.6 ms [2022-04-24 11:10:32 main:574] : INFO : Epoch 1609 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 4960.77 ms [2022-04-24 11:10:37 main:574] : INFO : Epoch 1610 | loss: 0.0311725 | val_loss: 0.0311688 | Time: 4492.72 ms [2022-04-24 11:10:41 main:574] : INFO : Epoch 1611 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 4420.57 ms [2022-04-24 11:10:46 main:574] : INFO : Epoch 1612 | loss: 0.0311736 | val_loss: 0.0311719 | Time: 4823.86 ms [2022-04-24 11:10:50 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 4495.08 ms [2022-04-24 11:10:55 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311719 | Time: 5066.91 ms [2022-04-24 11:11:00 main:574] : INFO : Epoch 1615 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 4497.36 ms [2022-04-24 11:11:05 main:574] : INFO : Epoch 1616 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 5033.71 ms [2022-04-24 11:11:09 main:574] : INFO : Epoch 1617 | loss: 0.031176 | val_loss: 0.0311765 | Time: 4433.63 ms [2022-04-24 11:11:15 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311718 | Time: 5115.78 ms [2022-04-24 11:11:19 main:574] : INFO : Epoch 1619 | loss: 0.0311741 | val_loss: 0.0311708 | Time: 4472.62 ms [2022-04-24 11:11:24 main:574] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311716 | Time: 4815.89 ms [2022-04-24 11:11:28 main:574] : INFO : Epoch 1621 | loss: 0.0311718 | val_loss: 0.0311694 | Time: 4071.65 ms [2022-04-24 11:11:33 main:574] : INFO : Epoch 1622 | loss: 0.0311725 | val_loss: 0.0311698 | Time: 4972.89 ms [2022-04-24 11:11:37 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.0311679 | Time: 4408.11 ms [2022-04-24 11:11:42 main:574] : INFO : Epoch 1624 | loss: 0.0311737 | val_loss: 0.0311712 | Time: 5020.62 ms [2022-04-24 11:11:47 main:574] : INFO : Epoch 1625 | loss: 0.0311768 | val_loss: 0.0311741 | Time: 4465.44 ms [2022-04-24 11:11:52 main:574] : INFO : Epoch 1626 | loss: 0.0311709 | val_loss: 0.0311693 | Time: 4662.76 ms [2022-04-24 11:11:56 main:574] : INFO : Epoch 1627 | loss: 0.031171 | val_loss: 0.0311726 | Time: 4677.96 ms [2022-04-24 11:12:00 main:574] : INFO : Epoch 1628 | loss: 0.031172 | val_loss: 0.0311677 | Time: 3945.81 ms [2022-04-24 11:12:05 main:574] : INFO : Epoch 1629 | loss: 0.0311696 | val_loss: 0.0311676 | Time: 5068.73 ms [2022-04-24 11:12:10 main:574] : INFO : Epoch 1630 | loss: 0.03117 | val_loss: 0.0311668 | Time: 4386.23 ms [2022-04-24 11:12:15 main:574] : INFO : Epoch 1631 | loss: 0.0311694 | val_loss: 0.031168 | Time: 5185.14 ms [2022-04-24 11:12:19 main:574] : INFO : Epoch 1632 | loss: 0.0311701 | val_loss: 0.0311711 | Time: 4034.61 ms [2022-04-24 11:12:24 main:574] : INFO : Epoch 1633 | loss: 0.031172 | val_loss: 0.0311802 | Time: 5076.29 ms [2022-04-24 11:12:28 main:574] : INFO : Epoch 1634 | loss: 0.0311726 | val_loss: 0.0311695 | Time: 4042.1 ms [2022-04-24 11:12:33 main:574] : INFO : Epoch 1635 | loss: 0.0311725 | val_loss: 0.0311707 | Time: 4677.76 ms [2022-04-24 11:12:37 main:574] : INFO : Epoch 1636 | loss: 0.0311718 | val_loss: 0.0311672 | Time: 4361.78 ms [2022-04-24 11:12:42 main:574] : INFO : Epoch 1637 | loss: 0.0311713 | val_loss: 0.0311668 | Time: 4858.1 ms [2022-04-24 11:12:47 main:574] : INFO : Epoch 1638 | loss: 0.0311711 | val_loss: 0.0311677 | Time: 4623.27 ms [2022-04-24 11:12:51 main:574] : INFO : Epoch 1639 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 4417.42 ms [2022-04-24 11:12:56 main:574] : INFO : Epoch 1640 | loss: 0.0311733 | val_loss: 0.0311695 | Time: 5114.73 ms [2022-04-24 11:13:01 main:574] : INFO : Epoch 1641 | loss: 0.0311715 | val_loss: 0.0311736 | Time: 4435.35 ms [2022-04-24 11:13:06 main:574] : INFO : Epoch 1642 | loss: 0.0311738 | val_loss: 0.0311712 | Time: 5090.99 ms [2022-04-24 11:13:10 main:574] : INFO : Epoch 1643 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 4172.01 ms [2022-04-24 11:13:15 main:574] : INFO : Epoch 1644 | loss: 0.0311755 | val_loss: 0.0311696 | Time: 4866.17 ms [2022-04-24 11:13:19 main:574] : INFO : Epoch 1645 | loss: 0.031173 | val_loss: 0.0311715 | Time: 4312.91 ms [2022-04-24 11:13:24 main:574] : INFO : Epoch 1646 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 5137.07 ms [2022-04-24 11:13:28 main:574] : INFO : Epoch 1647 | loss: 0.0311701 | val_loss: 0.0311708 | Time: 4000.11 ms [2022-04-24 11:13:33 main:574] : INFO : Epoch 1648 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 5027.61 ms [2022-04-24 11:13:38 main:574] : INFO : Epoch 1649 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 4187.17 ms [2022-04-24 11:13:43 main:574] : INFO : Epoch 1650 | loss: 0.0311731 | val_loss: 0.0311725 | Time: 5086.27 ms [2022-04-24 11:13:47 main:574] : INFO : Epoch 1651 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 4413.36 ms [2022-04-24 11:13:52 main:574] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311709 | Time: 4702.67 ms [2022-04-24 11:13:57 main:574] : INFO : Epoch 1653 | loss: 0.0311744 | val_loss: 0.0311722 | Time: 4689.91 ms [2022-04-24 11:14:01 main:574] : INFO : Epoch 1654 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 4508.3 ms [2022-04-24 11:14:07 main:574] : INFO : Epoch 1655 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 6232.53 ms [2022-04-24 11:14:12 main:574] : INFO : Epoch 1656 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 4871.02 ms [2022-04-24 11:14:17 main:574] : INFO : Epoch 1657 | loss: 0.0311778 | val_loss: 0.0311714 | Time: 4610.65 ms [2022-04-24 11:14:22 main:574] : INFO : Epoch 1658 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 4645.8 ms [2022-04-24 11:14:27 main:574] : INFO : Epoch 1659 | loss: 0.0311748 | val_loss: 0.0311722 | Time: 5042.15 ms [2022-04-24 11:14:31 main:574] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311732 | Time: 4407.82 ms [2022-04-24 11:14:36 main:574] : INFO : Epoch 1661 | loss: 0.031175 | val_loss: 0.0311718 | Time: 5082.48 ms [2022-04-24 11:14:40 main:574] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.031173 | Time: 4263.79 ms [2022-04-24 11:14:45 main:574] : INFO : Epoch 1663 | loss: 0.0311746 | val_loss: 0.0311723 | Time: 5021.96 ms [2022-04-24 11:14:50 main:574] : INFO : Epoch 1664 | loss: 0.0311733 | val_loss: 0.0311701 | Time: 4075.64 ms [2022-04-24 11:14:54 main:574] : INFO : Epoch 1665 | loss: 0.0311729 | val_loss: 0.0311693 | Time: 4901.83 ms [2022-04-24 11:14:59 main:574] : INFO : Epoch 1666 | loss: 0.0311709 | val_loss: 0.0311702 | Time: 4293.35 ms [2022-04-24 11:15:04 main:574] : INFO : Epoch 1667 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 4990.54 ms [2022-04-24 11:15:08 main:574] : INFO : Epoch 1668 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 4315.17 ms [2022-04-24 11:15:13 main:574] : INFO : Epoch 1669 | loss: 0.0311804 | val_loss: 0.0311785 | Time: 4948.11 ms [2022-04-24 11:15:17 main:574] : INFO : Epoch 1670 | loss: 0.0311798 | val_loss: 0.0311748 | Time: 4367.01 ms [2022-04-24 11:15:22 main:574] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311763 | Time: 4718.1 ms [2022-04-24 11:15:27 main:574] : INFO : Epoch 1672 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 4777.26 ms [2022-04-24 11:15:31 main:574] : INFO : Epoch 1673 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 4377.81 ms [2022-04-24 11:15:36 main:574] : INFO : Epoch 1674 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 4840.21 ms [2022-04-24 11:15:40 main:574] : INFO : Epoch 1675 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 4131.04 ms [2022-04-24 11:15:45 main:574] : INFO : Epoch 1676 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 4824.79 ms [2022-04-24 11:15:50 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.0311756 | Time: 4376.53 ms [2022-04-24 11:15:55 main:574] : INFO : Epoch 1678 | loss: 0.0311737 | val_loss: 0.031177 | Time: 5229.49 ms [2022-04-24 11:15:59 main:574] : INFO : Epoch 1679 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 4044.26 ms [2022-04-24 11:16:04 main:574] : INFO : Epoch 1680 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 5090.39 ms [2022-04-24 11:16:08 main:574] : INFO : Epoch 1681 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 4308.59 ms [2022-04-24 11:16:13 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.031177 | Time: 5172.85 ms [2022-04-24 11:16:18 main:574] : INFO : Epoch 1683 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 4255.09 ms [2022-04-24 11:16:23 main:574] : INFO : Epoch 1684 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 4809.84 ms [2022-04-24 11:16:27 main:574] : INFO : Epoch 1685 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 4652.69 ms [2022-04-24 11:16:32 main:574] : INFO : Epoch 1686 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 4512.82 ms [2022-04-24 11:16:37 main:574] : INFO : Epoch 1687 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 5017.66 ms [2022-04-24 11:16:41 main:574] : INFO : Epoch 1688 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 4474.41 ms [2022-04-24 11:16:46 main:574] : INFO : Epoch 1689 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 5103.27 ms [2022-04-24 11:16:51 main:574] : INFO : Epoch 1690 | loss: 0.031172 | val_loss: 0.031176 | Time: 4217.36 ms [2022-04-24 11:16:55 main:574] : INFO : Epoch 1691 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 4773.12 ms [2022-04-24 11:17:00 main:574] : INFO : Epoch 1692 | loss: 0.031172 | val_loss: 0.031175 | Time: 4432.67 ms [2022-04-24 11:17:05 main:574] : INFO : Epoch 1693 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 4718.58 ms [2022-04-24 11:17:09 main:574] : INFO : Epoch 1694 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 4180.52 ms [2022-04-24 11:17:14 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 5065.39 ms [2022-04-24 11:17:18 main:574] : INFO : Epoch 1696 | loss: 0.031173 | val_loss: 0.0311795 | Time: 4443.07 ms [2022-04-24 11:17:24 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 5306.79 ms [2022-04-24 11:17:28 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 4373.33 ms [2022-04-24 11:17:33 main:574] : INFO : Epoch 1699 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 5153.64 ms [2022-04-24 11:17:38 main:574] : INFO : Epoch 1700 | loss: 0.0311719 | val_loss: 0.0311873 | Time: 4462.61 ms [2022-04-24 11:17:43 main:574] : INFO : Epoch 1701 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 4976.08 ms [2022-04-24 11:17:47 main:574] : INFO : Epoch 1702 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 4761.39 ms [2022-04-24 11:17:52 main:574] : INFO : Epoch 1703 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 4530.94 ms [2022-04-24 11:17:57 main:574] : INFO : Epoch 1704 | loss: 0.0311722 | val_loss: 0.0311739 | Time: 4856.53 ms [2022-04-24 11:18:01 main:574] : INFO : Epoch 1705 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 4497.07 ms [2022-04-24 11:18:06 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 4879.34 ms [2022-04-24 11:18:10 main:574] : INFO : Epoch 1707 | loss: 0.0311709 | val_loss: 0.031174 | Time: 4030.98 ms [2022-04-24 11:18:15 main:574] : INFO : Epoch 1708 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 4908.95 ms [2022-04-24 11:18:20 main:574] : INFO : Epoch 1709 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 4387.84 ms [2022-04-24 11:18:25 main:574] : INFO : Epoch 1710 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 5027.78 ms [2022-04-24 11:18:29 main:574] : INFO : Epoch 1711 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 4123.45 ms [2022-04-24 11:18:33 main:574] : INFO : Epoch 1712 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 4760.98 ms [2022-04-24 11:18:38 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 4249.8 ms [2022-04-24 11:18:42 main:574] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 4731.06 ms [2022-04-24 11:18:47 main:574] : INFO : Epoch 1715 | loss: 0.0311704 | val_loss: 0.0311877 | Time: 4695.31 ms [2022-04-24 11:18:52 main:574] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 4311.21 ms [2022-04-24 11:18:56 main:574] : INFO : Epoch 1717 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 4768.74 ms [2022-04-24 11:19:00 main:574] : INFO : Epoch 1718 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 3980.12 ms [2022-04-24 11:19:05 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 5033.07 ms [2022-04-24 11:19:09 main:574] : INFO : Epoch 1720 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 4032.52 ms [2022-04-24 11:19:14 main:574] : INFO : Epoch 1721 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 5093.42 ms [2022-04-24 11:19:19 main:574] : INFO : Epoch 1722 | loss: 0.0311731 | val_loss: 0.0311741 | Time: 4396.66 ms [2022-04-24 11:19:24 main:574] : INFO : Epoch 1723 | loss: 0.031176 | val_loss: 0.0311878 | Time: 5047.79 ms [2022-04-24 11:19:28 main:574] : INFO : Epoch 1724 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 4261.62 ms [2022-04-24 11:19:33 main:574] : INFO : Epoch 1725 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 4726.16 ms [2022-04-24 11:19:38 main:574] : INFO : Epoch 1726 | loss: 0.031172 | val_loss: 0.0311749 | Time: 4577.44 ms [2022-04-24 11:19:42 main:574] : INFO : Epoch 1727 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 4517.21 ms [2022-04-24 11:19:47 main:574] : INFO : Epoch 1728 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 5004.9 ms [2022-04-24 11:19:51 main:574] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 4290.43 ms [2022-04-24 11:19:57 main:574] : INFO : Epoch 1730 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 5070.26 ms [2022-04-24 11:20:01 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311735 | Time: 4143.76 ms [2022-04-24 11:20:06 main:574] : INFO : Epoch 1732 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 5042.02 ms [2022-04-24 11:20:10 main:574] : INFO : Epoch 1733 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 4057.82 ms [2022-04-24 11:20:15 main:574] : INFO : Epoch 1734 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 4922.57 ms [2022-04-24 11:20:19 main:574] : INFO : Epoch 1735 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 4352.26 ms [2022-04-24 11:20:24 main:574] : INFO : Epoch 1736 | loss: 0.0311717 | val_loss: 0.031173 | Time: 4783.94 ms [2022-04-24 11:20:28 main:574] : INFO : Epoch 1737 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 4151.27 ms [2022-04-24 11:20:33 main:574] : INFO : Epoch 1738 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 4668.64 ms [2022-04-24 11:20:38 main:574] : INFO : Epoch 1739 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 4765.59 ms [2022-04-24 11:20:42 main:574] : INFO : Epoch 1740 | loss: 0.031169 | val_loss: 0.0311725 | Time: 4610.23 ms [2022-04-24 11:20:47 main:574] : INFO : Epoch 1741 | loss: 0.0311709 | val_loss: 0.031175 | Time: 4913.8 ms [2022-04-24 11:20:51 main:574] : INFO : Epoch 1742 | loss: 0.031169 | val_loss: 0.0311722 | Time: 4090.38 ms [2022-04-24 11:20:56 main:574] : INFO : Epoch 1743 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 5039.47 ms [2022-04-24 11:21:01 main:574] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 4290.25 ms [2022-04-24 11:21:06 main:574] : INFO : Epoch 1745 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 5208.04 ms [2022-04-24 11:21:10 main:574] : INFO : Epoch 1746 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 4333.08 ms [2022-04-24 11:21:15 main:574] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 5087.93 ms [2022-04-24 11:21:20 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 4389.98 ms [2022-04-24 11:21:24 main:574] : INFO : Epoch 1749 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 4908.71 ms [2022-04-24 11:21:29 main:574] : INFO : Epoch 1750 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 4156.18 ms [2022-04-24 11:21:34 main:574] : INFO : Epoch 1751 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 4863.67 ms [2022-04-24 11:21:38 main:574] : INFO : Epoch 1752 | loss: 0.03117 | val_loss: 0.031173 | Time: 4532.97 ms [2022-04-24 11:21:43 main:574] : INFO : Epoch 1753 | loss: 0.0311714 | val_loss: 0.031173 | Time: 4748.03 ms [2022-04-24 11:21:48 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 4736.69 ms [2022-04-24 11:21:52 main:574] : INFO : Epoch 1755 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 4565.47 ms [2022-04-24 11:21:57 main:574] : INFO : Epoch 1756 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 4787.19 ms [2022-04-24 11:22:01 main:574] : INFO : Epoch 1757 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 4294.45 ms [2022-04-24 11:22:06 main:574] : INFO : Epoch 1758 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 5049.3 ms [2022-04-24 11:22:11 main:574] : INFO : Epoch 1759 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 4298.35 ms [2022-04-24 11:22:15 main:574] : INFO : Epoch 1760 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 4803.03 ms [2022-04-24 11:22:19 main:574] : INFO : Epoch 1761 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 3981.48 ms [2022-04-24 11:22:24 main:574] : INFO : Epoch 1762 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 4982.95 ms [2022-04-24 11:22:29 main:574] : INFO : Epoch 1763 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 4342.25 ms [2022-04-24 11:22:34 main:574] : INFO : Epoch 1764 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 4661.49 ms [2022-04-24 11:22:38 main:574] : INFO : Epoch 1765 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 4438.99 ms [2022-04-24 11:22:42 main:574] : INFO : Epoch 1766 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 4528.11 ms [2022-04-24 11:22:47 main:574] : INFO : Epoch 1767 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 4906.49 ms [2022-04-24 11:22:51 main:574] : INFO : Epoch 1768 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 3982.22 ms [2022-04-24 11:22:56 main:574] : INFO : Epoch 1769 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 4991.24 ms [2022-04-24 11:23:01 main:574] : INFO : Epoch 1770 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 4205.19 ms [2022-04-24 11:23:06 main:574] : INFO : Epoch 1771 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 5064.79 ms [2022-04-24 11:23:10 main:574] : INFO : Epoch 1772 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 4225.17 ms [2022-04-24 11:23:15 main:574] : INFO : Epoch 1773 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 4795.94 ms [2022-04-24 11:23:19 main:574] : INFO : Epoch 1774 | loss: 0.031168 | val_loss: 0.0311779 | Time: 4194.09 ms [2022-04-24 11:23:24 main:574] : INFO : Epoch 1775 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 4915.12 ms [2022-04-24 11:23:28 main:574] : INFO : Epoch 1776 | loss: 0.031176 | val_loss: 0.031183 | Time: 4365.57 ms [2022-04-24 11:23:33 main:574] : INFO : Epoch 1777 | loss: 0.0311742 | val_loss: 0.0311712 | Time: 4662.52 ms [2022-04-24 11:23:38 main:574] : INFO : Epoch 1778 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 4791.43 ms [2022-04-24 11:23:42 main:574] : INFO : Epoch 1779 | loss: 0.031167 | val_loss: 0.0311703 | Time: 4219.43 ms [2022-04-24 11:23:47 main:574] : INFO : Epoch 1780 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 5119.76 ms [2022-04-24 11:23:51 main:574] : INFO : Epoch 1781 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 4326.87 ms [2022-04-24 11:23:56 main:574] : INFO : Epoch 1782 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 4708.06 ms [2022-04-24 11:24:00 main:574] : INFO : Epoch 1783 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 4278.53 ms [2022-04-24 11:24:05 main:574] : INFO : Epoch 1784 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 4783.13 ms [2022-04-24 11:24:09 main:574] : INFO : Epoch 1785 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 4135.03 ms [2022-04-24 11:24:14 main:574] : INFO : Epoch 1786 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 5034.3 ms [2022-04-24 11:24:19 main:574] : INFO : Epoch 1787 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 4223.91 ms [2022-04-24 11:24:23 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 4730.11 ms [2022-04-24 11:24:28 main:574] : INFO : Epoch 1789 | loss: 0.0311658 | val_loss: 0.0311706 | Time: 4629.21 ms [2022-04-24 11:24:33 main:574] : INFO : Epoch 1790 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 4745.78 ms [2022-04-24 11:24:38 main:574] : INFO : Epoch 1791 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 4877.24 ms [2022-04-24 11:24:42 main:574] : INFO : Epoch 1792 | loss: 0.0311695 | val_loss: 0.0311713 | Time: 4474.96 ms [2022-04-24 11:24:47 main:574] : INFO : Epoch 1793 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 5065.17 ms [2022-04-24 11:24:51 main:574] : INFO : Epoch 1794 | loss: 0.0311667 | val_loss: 0.031172 | Time: 4049.99 ms [2022-04-24 11:24:56 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311719 | Time: 5010.94 ms [2022-04-24 11:25:01 main:574] : INFO : Epoch 1796 | loss: 0.031166 | val_loss: 0.0311709 | Time: 4257.36 ms [2022-04-24 11:25:05 main:574] : INFO : Epoch 1797 | loss: 0.031166 | val_loss: 0.0311707 | Time: 4804.81 ms [2022-04-24 11:25:10 main:574] : INFO : Epoch 1798 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 4182.27 ms [2022-04-24 11:25:15 main:574] : INFO : Epoch 1799 | loss: 0.031167 | val_loss: 0.0311722 | Time: 4862.29 ms [2022-04-24 11:25:19 main:574] : INFO : Epoch 1800 | loss: 0.0311671 | val_loss: 0.031173 | Time: 4232.45 ms [2022-04-24 11:25:24 main:574] : INFO : Epoch 1801 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 5016.43 ms [2022-04-24 11:25:28 main:574] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 4511.03 ms [2022-04-24 11:25:33 main:574] : INFO : Epoch 1803 | loss: 0.0311708 | val_loss: 0.0311807 | Time: 4703.39 ms [2022-04-24 11:25:38 main:574] : INFO : Epoch 1804 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 4839.7 ms [2022-04-24 11:25:42 main:574] : INFO : Epoch 1805 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 4342.39 ms [2022-04-24 11:25:47 main:574] : INFO : Epoch 1806 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 5038.48 ms [2022-04-24 11:25:52 main:574] : INFO : Epoch 1807 | loss: 0.03117 | val_loss: 0.0311748 | Time: 4417.95 ms [2022-04-24 11:25:57 main:574] : INFO : Epoch 1808 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 5107.22 ms [2022-04-24 11:26:01 main:574] : INFO : Epoch 1809 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 4053.26 ms [2022-04-24 11:26:06 main:574] : INFO : Epoch 1810 | loss: 0.0311696 | val_loss: 0.0311705 | Time: 4692.17 ms [2022-04-24 11:26:10 main:574] : INFO : Epoch 1811 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 4051.19 ms [2022-04-24 11:26:15 main:574] : INFO : Epoch 1812 | loss: 0.0311715 | val_loss: 0.031176 | Time: 5037.19 ms [2022-04-24 11:26:19 main:574] : INFO : Epoch 1813 | loss: 0.031173 | val_loss: 0.0311689 | Time: 4296.2 ms [2022-04-24 11:26:24 main:574] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311679 | Time: 4965.21 ms [2022-04-24 11:26:29 main:574] : INFO : Epoch 1815 | loss: 0.0311697 | val_loss: 0.0311689 | Time: 4386.31 ms [2022-04-24 11:26:33 main:574] : INFO : Epoch 1816 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 4550.38 ms [2022-04-24 11:26:38 main:574] : INFO : Epoch 1817 | loss: 0.0311683 | val_loss: 0.0311685 | Time: 4836.15 ms [2022-04-24 11:26:42 main:574] : INFO : Epoch 1818 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 4044.77 ms [2022-04-24 11:26:47 main:574] : INFO : Epoch 1819 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 4701.07 ms [2022-04-24 11:26:51 main:574] : INFO : Epoch 1820 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 4116.75 ms [2022-04-24 11:26:56 main:574] : INFO : Epoch 1821 | loss: 0.031169 | val_loss: 0.0311693 | Time: 4799.53 ms [2022-04-24 11:27:00 main:574] : INFO : Epoch 1822 | loss: 0.0311705 | val_loss: 0.0311684 | Time: 4015.71 ms [2022-04-24 11:27:04 main:574] : INFO : Epoch 1823 | loss: 0.0311661 | val_loss: 0.0311688 | Time: 4733.01 ms [2022-04-24 11:27:09 main:574] : INFO : Epoch 1824 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 4352.78 ms [2022-04-24 11:27:14 main:574] : INFO : Epoch 1825 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 4745.56 ms [2022-04-24 11:27:18 main:574] : INFO : Epoch 1826 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 4702.81 ms [2022-04-24 11:27:23 main:574] : INFO : Epoch 1827 | loss: 0.0311662 | val_loss: 0.0311671 | Time: 4409.49 ms [2022-04-24 11:27:28 main:574] : INFO : Epoch 1828 | loss: 0.0311678 | val_loss: 0.031169 | Time: 5083.91 ms [2022-04-24 11:27:32 main:574] : INFO : Epoch 1829 | loss: 0.0311692 | val_loss: 0.0311678 | Time: 4311.85 ms [2022-04-24 11:27:37 main:574] : INFO : Epoch 1830 | loss: 0.0311664 | val_loss: 0.0311682 | Time: 4949.32 ms [2022-04-24 11:27:41 main:574] : INFO : Epoch 1831 | loss: 0.0311679 | val_loss: 0.0311696 | Time: 4136.48 ms [2022-04-24 11:27:46 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311666 | Time: 4816.15 ms [2022-04-24 11:27:50 main:574] : INFO : Epoch 1833 | loss: 0.0311685 | val_loss: 0.0311673 | Time: 4015.89 ms [2022-04-24 11:27:55 main:574] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 4876.48 ms [2022-04-24 11:27:59 main:574] : INFO : Epoch 1835 | loss: 0.0311657 | val_loss: 0.0311667 | Time: 4350.67 ms [2022-04-24 11:28:04 main:574] : INFO : Epoch 1836 | loss: 0.0311703 | val_loss: 0.0311667 | Time: 4753.51 ms [2022-04-24 11:28:09 main:574] : INFO : Epoch 1837 | loss: 0.0311671 | val_loss: 0.0311663 | Time: 4462.74 ms [2022-04-24 11:28:13 main:574] : INFO : Epoch 1838 | loss: 0.0311693 | val_loss: 0.0311688 | Time: 4695.94 ms [2022-04-24 11:28:18 main:574] : INFO : Epoch 1839 | loss: 0.0311692 | val_loss: 0.0311688 | Time: 4788.54 ms [2022-04-24 11:28:22 main:574] : INFO : Epoch 1840 | loss: 0.031167 | val_loss: 0.0311673 | Time: 4224.2 ms [2022-04-24 11:28:28 main:574] : INFO : Epoch 1841 | loss: 0.0311666 | val_loss: 0.0311681 | Time: 5176.97 ms [2022-04-24 11:28:32 main:574] : INFO : Epoch 1842 | loss: 0.0311667 | val_loss: 0.0311661 | Time: 4132.07 ms [2022-04-24 11:28:37 main:574] : INFO : Epoch 1843 | loss: 0.0311661 | val_loss: 0.0311657 | Time: 5079.96 ms [2022-04-24 11:28:41 main:574] : INFO : Epoch 1844 | loss: 0.0311671 | val_loss: 0.031167 | Time: 4206.8 ms [2022-04-24 11:28:46 main:574] : INFO : Epoch 1845 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 5113.72 ms [2022-04-24 11:28:51 main:574] : INFO : Epoch 1846 | loss: 0.0311685 | val_loss: 0.0311672 | Time: 4349.16 ms [2022-04-24 11:28:55 main:574] : INFO : Epoch 1847 | loss: 0.031167 | val_loss: 0.0311686 | Time: 4899.31 ms [2022-04-24 11:29:00 main:574] : INFO : Epoch 1848 | loss: 0.0311669 | val_loss: 0.0311674 | Time: 4445.06 ms [2022-04-24 11:29:05 main:574] : INFO : Epoch 1849 | loss: 0.0311682 | val_loss: 0.0311674 | Time: 5167.1 ms [2022-04-24 11:29:09 main:574] : INFO : Epoch 1850 | loss: 0.0311671 | val_loss: 0.0311679 | Time: 4168.91 ms [2022-04-24 11:29:14 main:574] : INFO : Epoch 1851 | loss: 0.0311657 | val_loss: 0.0311684 | Time: 4738.18 ms [2022-04-24 11:29:18 main:574] : INFO : Epoch 1852 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 4448.16 ms [2022-04-24 11:29:23 main:574] : INFO : Epoch 1853 | loss: 0.0311669 | val_loss: 0.0311679 | Time: 4429.09 ms [2022-04-24 11:29:28 main:574] : INFO : Epoch 1854 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 5128.93 ms [2022-04-24 11:29:32 main:574] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 4292.62 ms [2022-04-24 11:29:38 main:574] : INFO : Epoch 1856 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 5099.78 ms [2022-04-24 11:29:42 main:574] : INFO : Epoch 1857 | loss: 0.0311675 | val_loss: 0.0311684 | Time: 4132.1 ms [2022-04-24 11:29:47 main:574] : INFO : Epoch 1858 | loss: 0.031165 | val_loss: 0.0311676 | Time: 4983.76 ms [2022-04-24 11:29:51 main:574] : INFO : Epoch 1859 | loss: 0.0311659 | val_loss: 0.0311681 | Time: 4133.65 ms [2022-04-24 11:29:56 main:574] : INFO : Epoch 1860 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 4977.11 ms [2022-04-24 11:30:00 main:574] : INFO : Epoch 1861 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 4171.34 ms [2022-04-24 11:30:05 main:574] : INFO : Epoch 1862 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 4802.29 ms [2022-04-24 11:30:09 main:574] : INFO : Epoch 1863 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 4239.1 ms [2022-04-24 11:30:14 main:574] : INFO : Epoch 1864 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 4551.56 ms [2022-04-24 11:30:18 main:574] : INFO : Epoch 1865 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 4755.23 ms [2022-04-24 11:30:23 main:574] : INFO : Epoch 1866 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 4209.83 ms [2022-04-24 11:30:28 main:574] : INFO : Epoch 1867 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 5119.03 ms [2022-04-24 11:30:32 main:574] : INFO : Epoch 1868 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 4002.6 ms [2022-04-24 11:30:37 main:574] : INFO : Epoch 1869 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 5024.65 ms [2022-04-24 11:30:41 main:574] : INFO : Epoch 1870 | loss: 0.0311658 | val_loss: 0.0311677 | Time: 4052.63 ms [2022-04-24 11:30:46 main:574] : INFO : Epoch 1871 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 4714.29 ms [2022-04-24 11:30:50 main:574] : INFO : Epoch 1872 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 4010.57 ms [2022-04-24 11:30:55 main:574] : INFO : Epoch 1873 | loss: 0.031167 | val_loss: 0.0311716 | Time: 4943.93 ms [2022-04-24 11:30:59 main:574] : INFO : Epoch 1874 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 4560.64 ms [2022-04-24 11:31:04 main:574] : INFO : Epoch 1875 | loss: 0.0311644 | val_loss: 0.031169 | Time: 4943.18 ms [2022-04-24 11:31:09 main:574] : INFO : Epoch 1876 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 4686.44 ms [2022-04-24 11:31:13 main:574] : INFO : Epoch 1877 | loss: 0.0311714 | val_loss: 0.031174 | Time: 4530.35 ms [2022-04-24 11:31:18 main:574] : INFO : Epoch 1878 | loss: 0.0311727 | val_loss: 0.0311718 | Time: 4999.72 ms [2022-04-24 11:31:23 main:574] : INFO : Epoch 1879 | loss: 0.0311738 | val_loss: 0.0311722 | Time: 4217.13 ms [2022-04-24 11:31:28 main:574] : INFO : Epoch 1880 | loss: 0.0311712 | val_loss: 0.031181 | Time: 5106.77 ms [2022-04-24 11:31:32 main:574] : INFO : Epoch 1881 | loss: 0.0311681 | val_loss: 0.0311676 | Time: 4686.34 ms [2022-04-24 11:31:37 main:574] : INFO : Epoch 1882 | loss: 0.031166 | val_loss: 0.0311678 | Time: 5085.03 ms [2022-04-24 11:31:42 main:574] : INFO : Epoch 1883 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 4641.34 ms [2022-04-24 11:31:47 main:574] : INFO : Epoch 1884 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 4845.27 ms [2022-04-24 11:31:51 main:574] : INFO : Epoch 1885 | loss: 0.0311652 | val_loss: 0.0311663 | Time: 4186.07 ms [2022-04-24 11:31:56 main:574] : INFO : Epoch 1886 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 4992.53 ms [2022-04-24 11:32:01 main:574] : INFO : Epoch 1887 | loss: 0.0311684 | val_loss: 0.0311685 | Time: 4378.19 ms [2022-04-24 11:32:05 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 4780.48 ms [2022-04-24 11:32:10 main:574] : INFO : Epoch 1889 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 4520.55 ms [2022-04-24 11:32:15 main:574] : INFO : Epoch 1890 | loss: 0.031165 | val_loss: 0.0311668 | Time: 5057.68 ms [2022-04-24 11:32:19 main:574] : INFO : Epoch 1891 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 4342.23 ms [2022-04-24 11:32:24 main:574] : INFO : Epoch 1892 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 4720.79 ms [2022-04-24 11:32:29 main:574] : INFO : Epoch 1893 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 4690.1 ms [2022-04-24 11:32:33 main:574] : INFO : Epoch 1894 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 4608.64 ms [2022-04-24 11:32:38 main:574] : INFO : Epoch 1895 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 4892.34 ms [2022-04-24 11:32:42 main:574] : INFO : Epoch 1896 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 4100.9 ms [2022-04-24 11:32:47 main:574] : INFO : Epoch 1897 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 4821.89 ms [2022-04-24 11:32:52 main:574] : INFO : Epoch 1898 | loss: 0.031166 | val_loss: 0.0311683 | Time: 4266.61 ms [2022-04-24 11:32:56 main:574] : INFO : Epoch 1899 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 4836.86 ms [2022-04-24 11:33:01 main:574] : INFO : Epoch 1900 | loss: 0.0311664 | val_loss: 0.031169 | Time: 4059.51 ms [2022-04-24 11:33:05 main:574] : INFO : Epoch 1901 | loss: 0.031165 | val_loss: 0.0311677 | Time: 4776.29 ms [2022-04-24 11:33:10 main:574] : INFO : Epoch 1902 | loss: 0.0311648 | val_loss: 0.0311683 | Time: 4338.14 ms [2022-04-24 11:33:15 main:574] : INFO : Epoch 1903 | loss: 0.0311721 | val_loss: 0.0311701 | Time: 5072 ms [2022-04-24 11:33:19 main:574] : INFO : Epoch 1904 | loss: 0.0311675 | val_loss: 0.0311674 | Time: 4495.62 ms [2022-04-24 11:33:24 main:574] : INFO : Epoch 1905 | loss: 0.0311639 | val_loss: 0.031171 | Time: 4527.31 ms [2022-04-24 11:33:29 main:574] : INFO : Epoch 1906 | loss: 0.0311672 | val_loss: 0.0311661 | Time: 4938.64 ms [2022-04-24 11:33:33 main:574] : INFO : Epoch 1907 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 4391.41 ms [2022-04-24 11:33:38 main:574] : INFO : Epoch 1908 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 4567.57 ms [2022-04-24 11:33:42 main:574] : INFO : Epoch 1909 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 4055.69 ms [2022-04-24 11:33:47 main:574] : INFO : Epoch 1910 | loss: 0.031165 | val_loss: 0.0311684 | Time: 5057.6 ms [2022-04-24 11:33:51 main:574] : INFO : Epoch 1911 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 4011.1 ms [2022-04-24 11:33:56 main:574] : INFO : Epoch 1912 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 4760.74 ms [2022-04-24 11:34:00 main:574] : INFO : Epoch 1913 | loss: 0.0311646 | val_loss: 0.0311671 | Time: 4309.03 ms [2022-04-24 11:34:05 main:574] : INFO : Epoch 1914 | loss: 0.0311704 | val_loss: 0.0311702 | Time: 4959.33 ms [2022-04-24 11:34:09 main:574] : INFO : Epoch 1915 | loss: 0.0311676 | val_loss: 0.0311675 | Time: 4494.76 ms [2022-04-24 11:34:14 main:574] : INFO : Epoch 1916 | loss: 0.031166 | val_loss: 0.0311681 | Time: 4825.68 ms [2022-04-24 11:34:19 main:574] : INFO : Epoch 1917 | loss: 0.0311676 | val_loss: 0.0311691 | Time: 4623.33 ms [2022-04-24 11:34:24 main:574] : INFO : Epoch 1918 | loss: 0.0311671 | val_loss: 0.0311697 | Time: 4663.24 ms [2022-04-24 11:34:29 main:574] : INFO : Epoch 1919 | loss: 0.0311671 | val_loss: 0.0311678 | Time: 5062.69 ms [2022-04-24 11:34:33 main:574] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 4037.44 ms [2022-04-24 11:34:38 main:574] : INFO : Epoch 1921 | loss: 0.0311685 | val_loss: 0.03117 | Time: 4823.96 ms [2022-04-24 11:34:42 main:574] : INFO : Epoch 1922 | loss: 0.031168 | val_loss: 0.031171 | Time: 4140.46 ms [2022-04-24 11:34:47 main:574] : INFO : Epoch 1923 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 4807.35 ms [2022-04-24 11:34:51 main:574] : INFO : Epoch 1924 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 4210.94 ms [2022-04-24 11:34:56 main:574] : INFO : Epoch 1925 | loss: 0.031168 | val_loss: 0.0311708 | Time: 5074.8 ms [2022-04-24 11:35:00 main:574] : INFO : Epoch 1926 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 4151.45 ms [2022-04-24 11:35:05 main:574] : INFO : Epoch 1927 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 4674.76 ms [2022-04-24 11:35:09 main:574] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311691 | Time: 4529.56 ms [2022-04-24 11:35:14 main:574] : INFO : Epoch 1929 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 4359.08 ms [2022-04-24 11:35:19 main:574] : INFO : Epoch 1930 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 4852.34 ms [2022-04-24 11:35:23 main:574] : INFO : Epoch 1931 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 4391.52 ms [2022-04-24 11:35:28 main:574] : INFO : Epoch 1932 | loss: 0.0311821 | val_loss: 0.0312713 | Time: 5108.12 ms [2022-04-24 11:35:32 main:574] : INFO : Epoch 1933 | loss: 0.0341695 | val_loss: 0.033441 | Time: 4161.53 ms [2022-04-24 11:35:37 main:574] : INFO : Epoch 1934 | loss: 0.0477729 | val_loss: 0.0333317 | Time: 4732.31 ms [2022-04-24 11:35:41 main:574] : INFO : Epoch 1935 | loss: 0.0328157 | val_loss: 0.0320598 | Time: 4138.37 ms [2022-04-24 11:35:46 main:574] : INFO : Epoch 1936 | loss: 0.0315672 | val_loss: 0.0314258 | Time: 4851.68 ms [2022-04-24 11:35:50 main:574] : INFO : Epoch 1937 | loss: 0.0313091 | val_loss: 0.0312536 | Time: 4205.65 ms [2022-04-24 11:35:55 main:574] : INFO : Epoch 1938 | loss: 0.0312466 | val_loss: 0.0312306 | Time: 4858.66 ms [2022-04-24 11:35:59 main:574] : INFO : Epoch 1939 | loss: 0.0312213 | val_loss: 0.0312073 | Time: 4383 ms [2022-04-24 11:36:04 main:574] : INFO : Epoch 1940 | loss: 0.0311976 | val_loss: 0.0311858 | Time: 4628.43 ms [2022-04-24 11:36:09 main:574] : INFO : Epoch 1941 | loss: 0.0311829 | val_loss: 0.0311792 | Time: 4862.73 ms [2022-04-24 11:36:13 main:574] : INFO : Epoch 1942 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 4258.15 ms [2022-04-24 11:36:18 main:574] : INFO : Epoch 1943 | loss: 0.031175 | val_loss: 0.0311742 | Time: 5011.75 ms [2022-04-24 11:36:22 main:574] : INFO : Epoch 1944 | loss: 0.031173 | val_loss: 0.0311724 | Time: 4135.57 ms [2022-04-24 11:36:27 main:574] : INFO : Epoch 1945 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 4772.79 ms [2022-04-24 11:36:32 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 4288.51 ms [2022-04-24 11:36:37 main:574] : INFO : Epoch 1947 | loss: 0.0311702 | val_loss: 0.031171 | Time: 5136.41 ms [2022-04-24 11:36:41 main:574] : INFO : Epoch 1948 | loss: 0.0311698 | val_loss: 0.0311702 | Time: 4099.31 ms [2022-04-24 11:36:46 main:574] : INFO : Epoch 1949 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 5009.74 ms [2022-04-24 11:36:50 main:574] : INFO : Epoch 1950 | loss: 0.0311697 | val_loss: 0.0311711 | Time: 4133.58 ms [2022-04-24 11:36:55 main:574] : INFO : Epoch 1951 | loss: 0.0311712 | val_loss: 0.0311686 | Time: 4720.55 ms [2022-04-24 11:36:59 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311683 | Time: 4600.92 ms [2022-04-24 11:37:04 main:574] : INFO : Epoch 1953 | loss: 0.0311695 | val_loss: 0.0311675 | Time: 4282.17 ms [2022-04-24 11:37:09 main:574] : INFO : Epoch 1954 | loss: 0.0311697 | val_loss: 0.0311679 | Time: 5047.21 ms [2022-04-24 11:37:13 main:574] : INFO : Epoch 1955 | loss: 0.0311694 | val_loss: 0.0311677 | Time: 4343.4 ms [2022-04-24 11:37:18 main:574] : INFO : Epoch 1956 | loss: 0.0311692 | val_loss: 0.0311678 | Time: 5061.2 ms [2022-04-24 11:37:22 main:574] : INFO : Epoch 1957 | loss: 0.0311689 | val_loss: 0.0311676 | Time: 4304.84 ms [2022-04-24 11:37:27 main:574] : INFO : Epoch 1958 | loss: 0.0311684 | val_loss: 0.0311672 | Time: 4798.72 ms [2022-04-24 11:37:31 main:574] : INFO : Epoch 1959 | loss: 0.0311677 | val_loss: 0.0311678 | Time: 3995.44 ms [2022-04-24 11:37:36 main:574] : INFO : Epoch 1960 | loss: 0.031168 | val_loss: 0.0311672 | Time: 5143.56 ms [2022-04-24 11:37:41 main:574] : INFO : Epoch 1961 | loss: 0.0311674 | val_loss: 0.0311671 | Time: 4292.05 ms [2022-04-24 11:37:46 main:574] : INFO : Epoch 1962 | loss: 0.0311681 | val_loss: 0.0311682 | Time: 5011.49 ms [2022-04-24 11:37:50 main:574] : INFO : Epoch 1963 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 4354.1 ms [2022-04-24 11:37:55 main:574] : INFO : Epoch 1964 | loss: 0.0311669 | val_loss: 0.0311669 | Time: 4704.97 ms [2022-04-24 11:37:59 main:574] : INFO : Epoch 1965 | loss: 0.031167 | val_loss: 0.0311664 | Time: 4567.33 ms [2022-04-24 11:38:04 main:574] : INFO : Epoch 1966 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 4576.49 ms [2022-04-24 11:38:09 main:574] : INFO : Epoch 1967 | loss: 0.0311664 | val_loss: 0.0311666 | Time: 5009.62 ms [2022-04-24 11:38:13 main:574] : INFO : Epoch 1968 | loss: 0.0311662 | val_loss: 0.0311673 | Time: 4143.89 ms [2022-04-24 11:38:18 main:574] : INFO : Epoch 1969 | loss: 0.0311655 | val_loss: 0.0311669 | Time: 5097.3 ms [2022-04-24 11:38:23 main:574] : INFO : Epoch 1970 | loss: 0.0311654 | val_loss: 0.031168 | Time: 4138.1 ms [2022-04-24 11:38:28 main:574] : INFO : Epoch 1971 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 4995.29 ms [2022-04-24 11:38:32 main:574] : INFO : Epoch 1972 | loss: 0.031166 | val_loss: 0.0311671 | Time: 4225.5 ms [2022-04-24 11:38:37 main:574] : INFO : Epoch 1973 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 5017.08 ms [2022-04-24 11:38:41 main:574] : INFO : Epoch 1974 | loss: 0.0311664 | val_loss: 0.031167 | Time: 4160.35 ms [2022-04-24 11:38:46 main:574] : INFO : Epoch 1975 | loss: 0.0311649 | val_loss: 0.0311663 | Time: 4863.02 ms [2022-04-24 11:38:50 main:574] : INFO : Epoch 1976 | loss: 0.0311642 | val_loss: 0.0311676 | Time: 4257.47 ms [2022-04-24 11:38:55 main:574] : INFO : Epoch 1977 | loss: 0.0311652 | val_loss: 0.0311668 | Time: 5002.73 ms [2022-04-24 11:39:00 main:574] : INFO : Epoch 1978 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 4591.14 ms [2022-04-24 11:39:04 main:574] : INFO : Epoch 1979 | loss: 0.031164 | val_loss: 0.0311674 | Time: 4406.99 ms [2022-04-24 11:39:09 main:574] : INFO : Epoch 1980 | loss: 0.0311646 | val_loss: 0.0311654 | Time: 5031.35 ms [2022-04-24 11:39:13 main:574] : INFO : Epoch 1981 | loss: 0.0311639 | val_loss: 0.0311657 | Time: 4093.93 ms [2022-04-24 11:39:18 main:574] : INFO : Epoch 1982 | loss: 0.0311634 | val_loss: 0.0311669 | Time: 5114.84 ms [2022-04-24 11:39:23 main:574] : INFO : Epoch 1983 | loss: 0.0311641 | val_loss: 0.0311658 | Time: 4257.06 ms [2022-04-24 11:39:28 main:574] : INFO : Epoch 1984 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 4773.03 ms [2022-04-24 11:39:32 main:574] : INFO : Epoch 1985 | loss: 0.031164 | val_loss: 0.0311656 | Time: 4038.31 ms [2022-04-24 11:39:37 main:574] : INFO : Epoch 1986 | loss: 0.0311637 | val_loss: 0.0311658 | Time: 5103.85 ms [2022-04-24 11:39:41 main:574] : INFO : Epoch 1987 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 4285.23 ms [2022-04-24 11:39:46 main:574] : INFO : Epoch 1988 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 4770.13 ms [2022-04-24 11:39:50 main:574] : INFO : Epoch 1989 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 4288.03 ms [2022-04-24 11:39:55 main:574] : INFO : Epoch 1990 | loss: 0.031164 | val_loss: 0.0311666 | Time: 4773.21 ms [2022-04-24 11:40:00 main:574] : INFO : Epoch 1991 | loss: 0.031164 | val_loss: 0.0311656 | Time: 4723.63 ms [2022-04-24 11:40:04 main:574] : INFO : Epoch 1992 | loss: 0.0311632 | val_loss: 0.0311659 | Time: 4490.06 ms [2022-04-24 11:40:09 main:574] : INFO : Epoch 1993 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 4861.88 ms [2022-04-24 11:40:13 main:574] : INFO : Epoch 1994 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 4324.37 ms [2022-04-24 11:40:18 main:574] : INFO : Epoch 1995 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 5092.27 ms [2022-04-24 11:40:23 main:574] : INFO : Epoch 1996 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 4132.41 ms [2022-04-24 11:40:27 main:574] : INFO : Epoch 1997 | loss: 0.0311659 | val_loss: 0.031166 | Time: 4915.46 ms [2022-04-24 11:40:32 main:574] : INFO : Epoch 1998 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 4120.34 ms [2022-04-24 11:40:36 main:574] : INFO : Epoch 1999 | loss: 0.0311641 | val_loss: 0.0311667 | Time: 4659.35 ms [2022-04-24 11:40:40 main:574] : INFO : Epoch 2000 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 4119.78 ms [2022-04-24 11:40:45 main:574] : INFO : Epoch 2001 | loss: 0.0311635 | val_loss: 0.031166 | Time: 4631.08 ms [2022-04-24 11:40:50 main:574] : INFO : Epoch 2002 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 4732.25 ms [2022-04-24 11:40:54 main:574] : INFO : Epoch 2003 | loss: 0.0311637 | val_loss: 0.0311655 | Time: 4627.53 ms [2022-04-24 11:40:59 main:574] : INFO : Epoch 2004 | loss: 0.0311636 | val_loss: 0.0311661 | Time: 4974.9 ms [2022-04-24 11:41:03 main:574] : INFO : Epoch 2005 | loss: 0.0311645 | val_loss: 0.0311669 | Time: 3936.43 ms [2022-04-24 11:41:08 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.031166 | Time: 4749.38 ms [2022-04-24 11:41:12 main:574] : INFO : Epoch 2007 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 4167.84 ms [2022-04-24 11:41:17 main:574] : INFO : Epoch 2008 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 5088.45 ms [2022-04-24 11:41:22 main:574] : INFO : Epoch 2009 | loss: 0.031166 | val_loss: 0.0311668 | Time: 4245.14 ms [2022-04-24 11:41:27 main:574] : INFO : Epoch 2010 | loss: 0.0311634 | val_loss: 0.0311664 | Time: 4850.58 ms [2022-04-24 11:41:31 main:574] : INFO : Epoch 2011 | loss: 0.0311638 | val_loss: 0.0311649 | Time: 4334.56 ms [2022-04-24 11:41:36 main:574] : INFO : Epoch 2012 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 4820.43 ms [2022-04-24 11:41:40 main:574] : INFO : Epoch 2013 | loss: 0.0311631 | val_loss: 0.0311654 | Time: 4410.1 ms [2022-04-24 11:41:45 main:574] : INFO : Epoch 2014 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 4768.9 ms [2022-04-24 11:41:50 main:574] : INFO : Epoch 2015 | loss: 0.0311638 | val_loss: 0.0311659 | Time: 4778.3 ms [2022-04-24 11:41:54 main:574] : INFO : Epoch 2016 | loss: 0.0311645 | val_loss: 0.031168 | Time: 4478.55 ms [2022-04-24 11:41:59 main:574] : INFO : Epoch 2017 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 4965.52 ms [2022-04-24 11:42:03 main:574] : INFO : Epoch 2018 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 4263.33 ms [2022-04-24 11:42:08 main:574] : INFO : Epoch 2019 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 4980.32 ms [2022-04-24 11:42:13 main:574] : INFO : Epoch 2020 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 4165.99 ms [2022-04-24 11:42:17 main:574] : INFO : Epoch 2021 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 4785.5 ms [2022-04-24 11:42:22 main:574] : INFO : Epoch 2022 | loss: 0.0311658 | val_loss: 0.0311656 | Time: 4327.68 ms [2022-04-24 11:42:27 main:574] : INFO : Epoch 2023 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 4947.96 ms [2022-04-24 11:42:31 main:574] : INFO : Epoch 2024 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 4159.09 ms [2022-04-24 11:42:36 main:574] : INFO : Epoch 2025 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 4841.09 ms [2022-04-24 11:42:40 main:574] : INFO : Epoch 2026 | loss: 0.0311634 | val_loss: 0.0311649 | Time: 4601.97 ms [2022-04-24 11:42:45 main:574] : INFO : Epoch 2027 | loss: 0.0311635 | val_loss: 0.031166 | Time: 4854.48 ms [2022-04-24 11:42:50 main:574] : INFO : Epoch 2028 | loss: 0.0311629 | val_loss: 0.0311654 | Time: 4560.32 ms [2022-04-24 11:42:54 main:574] : INFO : Epoch 2029 | loss: 0.0311629 | val_loss: 0.0311671 | Time: 4394.98 ms [2022-04-24 11:42:59 main:574] : INFO : Epoch 2030 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 4892.58 ms [2022-04-24 11:43:03 main:574] : INFO : Epoch 2031 | loss: 0.0311626 | val_loss: 0.0311664 | Time: 4180.06 ms [2022-04-24 11:43:08 main:574] : INFO : Epoch 2032 | loss: 0.0311629 | val_loss: 0.0311678 | Time: 5041.4 ms [2022-04-24 11:43:13 main:574] : INFO : Epoch 2033 | loss: 0.0311646 | val_loss: 0.0311658 | Time: 4409.06 ms [2022-04-24 11:43:18 main:574] : INFO : Epoch 2034 | loss: 0.031164 | val_loss: 0.0311647 | Time: 5050.86 ms [2022-04-24 11:43:22 main:574] : INFO : Epoch 2035 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 4202.88 ms [2022-04-24 11:43:27 main:574] : INFO : Epoch 2036 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 5160.08 ms [2022-04-24 11:43:32 main:574] : INFO : Epoch 2037 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 4226.05 ms [2022-04-24 11:43:37 main:574] : INFO : Epoch 2038 | loss: 0.0311623 | val_loss: 0.031166 | Time: 5082.78 ms [2022-04-24 11:43:41 main:574] : INFO : Epoch 2039 | loss: 0.031162 | val_loss: 0.0311702 | Time: 4107.18 ms [2022-04-24 11:43:46 main:574] : INFO : Epoch 2040 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 5089.18 ms [2022-04-24 11:43:50 main:574] : INFO : Epoch 2041 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 4496.12 ms [2022-04-24 11:43:55 main:574] : INFO : Epoch 2042 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 4845.33 ms [2022-04-24 11:44:00 main:574] : INFO : Epoch 2043 | loss: 0.0311637 | val_loss: 0.0311668 | Time: 4704.86 ms [2022-04-24 11:44:05 main:574] : INFO : Epoch 2044 | loss: 0.0311644 | val_loss: 0.031171 | Time: 4517.61 ms [2022-04-24 11:44:10 main:574] : INFO : Epoch 2045 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 5167.29 ms [2022-04-24 11:44:14 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 4230.37 ms [2022-04-24 11:44:19 main:574] : INFO : Epoch 2047 | loss: 0.031163 | val_loss: 0.0311658 | Time: 4977.79 ms [2022-04-24 11:44:23 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311666 | Time: 4005.94 ms [2022-04-24 11:44:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666 [2022-04-24 11:44:23 main:603] : INFO : Saving end state to config to file [2022-04-24 11:44:23 main:608] : INFO : Success, exiting.. 11:44:23 (18536): 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)