Task 7588542
| Name | ParityModified-1630360568-9696-3_0 |
| Workunit | 5244976 |
| Created | 25 Sep 2021, 17:16:21 UTC |
| Sent | 27 Sep 2021, 20:59:46 UTC |
| Report deadline | 4 Oct 2021, 20:59:46 UTC |
| Received | 28 Sep 2021, 5:28:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 44 min 21 sec |
| CPU time | 2 hours 33 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 46:24 main:574] : INFO : Epoch 1542 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 4812.19 ms [2021-09-28 06:46:29 main:574] : INFO : Epoch 1543 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 5266.3 ms [2021-09-28 06:46:34 main:574] : INFO : Epoch 1544 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 4815.57 ms [2021-09-28 06:46:39 main:574] : INFO : Epoch 1545 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 4773.42 ms [2021-09-28 06:46:44 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 4697.28 ms [2021-09-28 06:46:48 main:574] : INFO : Epoch 1547 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 4663.04 ms [2021-09-28 06:46:53 main:574] : INFO : Epoch 1548 | loss: 0.0311723 | val_loss: 0.031175 | Time: 4810.9 ms [2021-09-28 06:46:58 main:574] : INFO : Epoch 1549 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 4680.53 ms [2021-09-28 06:47:03 main:574] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 4754.84 ms [2021-09-28 06:47:08 main:574] : INFO : Epoch 1551 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 4831.59 ms [2021-09-28 06:47:12 main:574] : INFO : Epoch 1552 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 4717.34 ms [2021-09-28 06:47:17 main:574] : INFO : Epoch 1553 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 5024.91 ms [2021-09-28 06:47:22 main:574] : INFO : Epoch 1554 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 4835.77 ms [2021-09-28 06:47:27 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 4832.93 ms [2021-09-28 06:47:32 main:574] : INFO : Epoch 1556 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 4635.35 ms [2021-09-28 06:47:37 main:574] : INFO : Epoch 1557 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 5162.49 ms [2021-09-28 06:47:42 main:574] : INFO : Epoch 1558 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 4935.56 ms [2021-09-28 06:47:46 main:574] : INFO : Epoch 1559 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 4686.02 ms [2021-09-28 06:47:51 main:574] : INFO : Epoch 1560 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 4964.85 ms [2021-09-28 06:47:56 main:574] : INFO : Epoch 1561 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 4572.98 ms [2021-09-28 06:48:01 main:574] : INFO : Epoch 1562 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 4718.62 ms [2021-09-28 06:48:06 main:574] : INFO : Epoch 1563 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 4861.94 ms [2021-09-28 06:48:10 main:574] : INFO : Epoch 1564 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 4666.54 ms [2021-09-28 06:48:15 main:574] : INFO : Epoch 1565 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 4755.31 ms [2021-09-28 06:48:20 main:574] : INFO : Epoch 1566 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 4616.7 ms [2021-09-28 06:48:24 main:574] : INFO : Epoch 1567 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 4680.3 ms [2021-09-28 06:48:29 main:574] : INFO : Epoch 1568 | loss: 0.031171 | val_loss: 0.0311761 | Time: 4889.34 ms [2021-09-28 06:48:34 main:574] : INFO : Epoch 1569 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 4893.43 ms [2021-09-28 06:48:39 main:574] : INFO : Epoch 1570 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 4742.5 ms [2021-09-28 06:48:44 main:574] : INFO : Epoch 1571 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 5164.41 ms [2021-09-28 06:48:49 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 4829.83 ms [2021-09-28 06:48:54 main:574] : INFO : Epoch 1573 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 4897.37 ms [2021-09-28 06:48:58 main:574] : INFO : Epoch 1574 | loss: 0.0311709 | val_loss: 0.031174 | Time: 4692.06 ms [2021-09-28 06:49:03 main:574] : INFO : Epoch 1575 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 4624.5 ms [2021-09-28 06:49:08 main:574] : INFO : Epoch 1576 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 4816.17 ms [2021-09-28 06:49:13 main:574] : INFO : Epoch 1577 | loss: 0.0311707 | val_loss: 0.031174 | Time: 4754.78 ms [2021-09-28 06:49:18 main:574] : INFO : Epoch 1578 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 4910.24 ms [2021-09-28 06:49:22 main:574] : INFO : Epoch 1579 | loss: 0.031169 | val_loss: 0.0311745 | Time: 4585.09 ms [2021-09-28 06:49:27 main:574] : INFO : Epoch 1580 | loss: 0.0311692 | val_loss: 0.031175 | Time: 4694.56 ms [2021-09-28 06:49:32 main:574] : INFO : Epoch 1581 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 4671.66 ms [2021-09-28 06:49:36 main:574] : INFO : Epoch 1582 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 4894.31 ms [2021-09-28 06:49:42 main:574] : INFO : Epoch 1583 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 5114.04 ms [2021-09-28 06:49:47 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 5098.84 ms [2021-09-28 06:49:52 main:574] : INFO : Epoch 1585 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 5191.73 ms [2021-09-28 06:49:57 main:574] : INFO : Epoch 1586 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 4751.93 ms [2021-09-28 06:50:01 main:574] : INFO : Epoch 1587 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 4706.05 ms [2021-09-28 06:50:06 main:574] : INFO : Epoch 1588 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 4866.11 ms [2021-09-28 06:50:11 main:574] : INFO : Epoch 1589 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 4713.3 ms [2021-09-28 06:50:16 main:574] : INFO : Epoch 1590 | loss: 0.031171 | val_loss: 0.0311788 | Time: 4964.32 ms [2021-09-28 06:50:21 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 4765.91 ms [2021-09-28 06:50:25 main:574] : INFO : Epoch 1592 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 4586.17 ms [2021-09-28 06:50:30 main:574] : INFO : Epoch 1593 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 4908.94 ms [2021-09-28 06:50:35 main:574] : INFO : Epoch 1594 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 4653.08 ms [2021-09-28 06:50:39 main:574] : INFO : Epoch 1595 | loss: 0.031176 | val_loss: 0.0311765 | Time: 4610.55 ms [2021-09-28 06:50:44 main:574] : INFO : Epoch 1596 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 4988 ms [2021-09-28 06:50:49 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311828 | Time: 4713.9 ms [2021-09-28 06:50:55 main:574] : INFO : Epoch 1598 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 5423.78 ms [2021-09-28 06:50:59 main:574] : INFO : Epoch 1599 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 4867.73 ms [2021-09-28 06:51:04 main:574] : INFO : Epoch 1600 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 4744.07 ms [2021-09-28 06:51:09 main:574] : INFO : Epoch 1601 | loss: 0.031171 | val_loss: 0.0311763 | Time: 4843.03 ms [2021-09-28 06:51:14 main:574] : INFO : Epoch 1602 | loss: 0.03117 | val_loss: 0.0311773 | Time: 4668.49 ms [2021-09-28 06:51:19 main:574] : INFO : Epoch 1603 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 4894.93 ms [2021-09-28 06:51:23 main:574] : INFO : Epoch 1604 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 4763.86 ms [2021-09-28 06:51:28 main:574] : INFO : Epoch 1605 | loss: 0.031172 | val_loss: 0.0311747 | Time: 4773.26 ms [2021-09-28 06:51:33 main:574] : INFO : Epoch 1606 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 4663.82 ms [2021-09-28 06:51:38 main:574] : INFO : Epoch 1607 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 4723.42 ms [2021-09-28 06:51:42 main:574] : INFO : Epoch 1608 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 4883.28 ms [2021-09-28 06:51:47 main:574] : INFO : Epoch 1609 | loss: 0.031171 | val_loss: 0.0311766 | Time: 4693.16 ms [2021-09-28 06:51:52 main:574] : INFO : Epoch 1610 | loss: 0.0339689 | val_loss: 0.0379769 | Time: 5024.26 ms [2021-09-28 06:51:57 main:574] : INFO : Epoch 1611 | loss: 0.0382317 | val_loss: 0.0364865 | Time: 4787.35 ms [2021-09-28 06:52:02 main:574] : INFO : Epoch 1612 | loss: 0.032641 | val_loss: 0.0315024 | Time: 5344.06 ms [2021-09-28 06:52:07 main:574] : INFO : Epoch 1613 | loss: 0.0313884 | val_loss: 0.0312633 | Time: 4891.63 ms [2021-09-28 06:52:12 main:574] : INFO : Epoch 1614 | loss: 0.0312618 | val_loss: 0.0312426 | Time: 4695.95 ms [2021-09-28 06:52:17 main:574] : INFO : Epoch 1615 | loss: 0.0312335 | val_loss: 0.0312277 | Time: 4892.41 ms [2021-09-28 06:52:21 main:574] : INFO : Epoch 1616 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 4707.66 ms [2021-09-28 06:52:26 main:574] : INFO : Epoch 1617 | loss: 0.0312275 | val_loss: 0.0312292 | Time: 4856.35 ms [2021-09-28 06:52:31 main:574] : INFO : Epoch 1618 | loss: 0.03123 | val_loss: 0.0312267 | Time: 4920.25 ms [2021-09-28 06:52:36 main:574] : INFO : Epoch 1619 | loss: 0.0312276 | val_loss: 0.0312257 | Time: 4828.65 ms [2021-09-28 06:52:41 main:574] : INFO : Epoch 1620 | loss: 0.0312256 | val_loss: 0.0312204 | Time: 4583.93 ms [2021-09-28 06:52:45 main:574] : INFO : Epoch 1621 | loss: 0.0312228 | val_loss: 0.0312196 | Time: 4747.6 ms [2021-09-28 06:52:50 main:574] : INFO : Epoch 1622 | loss: 0.0312219 | val_loss: 0.0312195 | Time: 4857.94 ms [2021-09-28 06:52:55 main:574] : INFO : Epoch 1623 | loss: 0.0312208 | val_loss: 0.0312183 | Time: 5031.14 ms [2021-09-28 06:53:00 main:574] : INFO : Epoch 1624 | loss: 0.0312203 | val_loss: 0.0312169 | Time: 4847.67 ms [2021-09-28 06:53:05 main:574] : INFO : Epoch 1625 | loss: 0.0312182 | val_loss: 0.0312153 | Time: 4961.97 ms [2021-09-28 06:53:10 main:574] : INFO : Epoch 1626 | loss: 0.0312173 | val_loss: 0.0312142 | Time: 5204.12 ms [2021-09-28 06:53:15 main:574] : INFO : Epoch 1627 | loss: 0.0312173 | val_loss: 0.0312135 | Time: 4907.12 ms [2021-09-28 06:53:20 main:574] : INFO : Epoch 1628 | loss: 0.0312165 | val_loss: 0.031214 | Time: 4832.35 ms [2021-09-28 06:53:25 main:574] : INFO : Epoch 1629 | loss: 0.0312159 | val_loss: 0.0312139 | Time: 4751.04 ms [2021-09-28 06:53:30 main:574] : INFO : Epoch 1630 | loss: 0.0312153 | val_loss: 0.0312134 | Time: 4661.77 ms [2021-09-28 06:53:34 main:574] : INFO : Epoch 1631 | loss: 0.0312175 | val_loss: 0.031214 | Time: 4819.25 ms [2021-09-28 06:53:39 main:574] : INFO : Epoch 1632 | loss: 0.0312173 | val_loss: 0.0312143 | Time: 4807.63 ms [2021-09-28 06:53:44 main:574] : INFO : Epoch 1633 | loss: 0.0312155 | val_loss: 0.0312103 | Time: 4782.66 ms [2021-09-28 06:53:49 main:574] : INFO : Epoch 1634 | loss: 0.0312138 | val_loss: 0.0312106 | Time: 4677.16 ms [2021-09-28 06:53:53 main:574] : INFO : Epoch 1635 | loss: 0.031214 | val_loss: 0.0312104 | Time: 4676.06 ms [2021-09-28 06:53:58 main:574] : INFO : Epoch 1636 | loss: 0.031214 | val_loss: 0.0312106 | Time: 4654.59 ms [2021-09-28 06:54:03 main:574] : INFO : Epoch 1637 | loss: 0.0312136 | val_loss: 0.031211 | Time: 4833.34 ms [2021-09-28 06:54:08 main:574] : INFO : Epoch 1638 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 4846.84 ms [2021-09-28 06:54:13 main:574] : INFO : Epoch 1639 | loss: 0.0312176 | val_loss: 0.0312097 | Time: 5273.43 ms [2021-09-28 06:54:18 main:574] : INFO : Epoch 1640 | loss: 0.0312153 | val_loss: 0.03121 | Time: 4997.47 ms [2021-09-28 06:54:23 main:574] : INFO : Epoch 1641 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 4616.77 ms [2021-09-28 06:54:27 main:574] : INFO : Epoch 1642 | loss: 0.0312128 | val_loss: 0.0312086 | Time: 4719.76 ms [2021-09-28 06:54:32 main:574] : INFO : Epoch 1643 | loss: 0.0312128 | val_loss: 0.0312102 | Time: 4710.2 ms [2021-09-28 06:54:37 main:574] : INFO : Epoch 1644 | loss: 0.0312128 | val_loss: 0.0312083 | Time: 5005.06 ms [2021-09-28 06:54:42 main:574] : INFO : Epoch 1645 | loss: 0.0312124 | val_loss: 0.0312083 | Time: 4648.72 ms [2021-09-28 06:54:46 main:574] : INFO : Epoch 1646 | loss: 0.031212 | val_loss: 0.0312086 | Time: 4674.64 ms [2021-09-28 06:54:51 main:574] : INFO : Epoch 1647 | loss: 0.0312117 | val_loss: 0.031208 | Time: 4878.59 ms [2021-09-28 06:54:56 main:574] : INFO : Epoch 1648 | loss: 0.0312121 | val_loss: 0.031208 | Time: 4766.64 ms [2021-09-28 06:55:01 main:574] : INFO : Epoch 1649 | loss: 0.0312115 | val_loss: 0.0312093 | Time: 4692.68 ms [2021-09-28 06:55:05 main:574] : INFO : Epoch 1650 | loss: 0.031212 | val_loss: 0.0312078 | Time: 4723.68 ms [2021-09-28 06:55:10 main:574] : INFO : Epoch 1651 | loss: 0.0312116 | val_loss: 0.0312085 | Time: 4967.25 ms [2021-09-28 06:55:15 main:574] : INFO : Epoch 1652 | loss: 0.0312109 | val_loss: 0.0312073 | Time: 4981.33 ms [2021-09-28 06:55:21 main:574] : INFO : Epoch 1653 | loss: 0.0312113 | val_loss: 0.0312075 | Time: 5319.56 ms [2021-09-28 06:55:26 main:574] : INFO : Epoch 1654 | loss: 0.0312119 | val_loss: 0.0312083 | Time: 4876.61 ms [2021-09-28 06:55:30 main:574] : INFO : Epoch 1655 | loss: 0.0312124 | val_loss: 0.0312063 | Time: 4899.47 ms [2021-09-28 06:55:35 main:574] : INFO : Epoch 1656 | loss: 0.0312118 | val_loss: 0.0312061 | Time: 4855.95 ms [2021-09-28 06:55:40 main:574] : INFO : Epoch 1657 | loss: 0.0312116 | val_loss: 0.0312061 | Time: 4865.28 ms [2021-09-28 06:55:45 main:574] : INFO : Epoch 1658 | loss: 0.0312109 | val_loss: 0.0312076 | Time: 4824.04 ms [2021-09-28 06:55:50 main:574] : INFO : Epoch 1659 | loss: 0.0312106 | val_loss: 0.0312066 | Time: 4796.88 ms [2021-09-28 06:55:55 main:574] : INFO : Epoch 1660 | loss: 0.0312113 | val_loss: 0.0312065 | Time: 4668.55 ms [2021-09-28 06:56:00 main:574] : INFO : Epoch 1661 | loss: 0.0312124 | val_loss: 0.0312065 | Time: 5030.74 ms [2021-09-28 06:56:04 main:574] : INFO : Epoch 1662 | loss: 0.0312108 | val_loss: 0.0312064 | Time: 4861.57 ms [2021-09-28 06:56:09 main:574] : INFO : Epoch 1663 | loss: 0.0312102 | val_loss: 0.0312058 | Time: 4809.5 ms [2021-09-28 06:56:14 main:574] : INFO : Epoch 1664 | loss: 0.0312109 | val_loss: 0.0312058 | Time: 4752.53 ms [2021-09-28 06:56:19 main:574] : INFO : Epoch 1665 | loss: 0.0312115 | val_loss: 0.0312074 | Time: 4707.46 ms [2021-09-28 06:56:24 main:574] : INFO : Epoch 1666 | loss: 0.0312112 | val_loss: 0.031211 | Time: 4894.56 ms [2021-09-28 06:56:29 main:574] : INFO : Epoch 1667 | loss: 0.031211 | val_loss: 0.0312071 | Time: 5346.49 ms [2021-09-28 06:56:34 main:574] : INFO : Epoch 1668 | loss: 0.0312106 | val_loss: 0.0312081 | Time: 4691.56 ms [2021-09-28 06:56:38 main:574] : INFO : Epoch 1669 | loss: 0.0312106 | val_loss: 0.0312056 | Time: 4782.22 ms [2021-09-28 06:56:43 main:574] : INFO : Epoch 1670 | loss: 0.03121 | val_loss: 0.0312059 | Time: 4828.79 ms [2021-09-28 06:56:48 main:574] : INFO : Epoch 1671 | loss: 0.0312101 | val_loss: 0.031206 | Time: 4650.39 ms [2021-09-28 06:56:53 main:574] : INFO : Epoch 1672 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 4761.48 ms [2021-09-28 06:56:57 main:574] : INFO : Epoch 1673 | loss: 0.0312115 | val_loss: 0.0312062 | Time: 4778.06 ms [2021-09-28 06:57:02 main:574] : INFO : Epoch 1674 | loss: 0.0312113 | val_loss: 0.0312069 | Time: 4715.36 ms [2021-09-28 06:57:07 main:574] : INFO : Epoch 1675 | loss: 0.0312102 | val_loss: 0.0312054 | Time: 4670.94 ms [2021-09-28 06:57:12 main:574] : INFO : Epoch 1676 | loss: 0.0312096 | val_loss: 0.0312074 | Time: 4851.34 ms [2021-09-28 06:57:17 main:574] : INFO : Epoch 1677 | loss: 0.031211 | val_loss: 0.0312059 | Time: 4981.61 ms [2021-09-28 06:57:22 main:574] : INFO : Epoch 1678 | loss: 0.0312111 | val_loss: 0.0312066 | Time: 5154.87 ms [2021-09-28 06:57:27 main:574] : INFO : Epoch 1679 | loss: 0.03121 | val_loss: 0.0312056 | Time: 4713 ms [2021-09-28 06:57:32 main:574] : INFO : Epoch 1680 | loss: 0.0312096 | val_loss: 0.0312051 | Time: 5187.25 ms [2021-09-28 06:57:37 main:574] : INFO : Epoch 1681 | loss: 0.0312104 | val_loss: 0.0312047 | Time: 4774.56 ms [2021-09-28 06:57:41 main:574] : INFO : Epoch 1682 | loss: 0.0312093 | val_loss: 0.031206 | Time: 4846.57 ms [2021-09-28 06:57:46 main:574] : INFO : Epoch 1683 | loss: 0.0312092 | val_loss: 0.0312059 | Time: 4721.33 ms [2021-09-28 06:57:51 main:574] : INFO : Epoch 1684 | loss: 0.0312097 | val_loss: 0.0312051 | Time: 4807.74 ms [2021-09-28 06:57:56 main:574] : INFO : Epoch 1685 | loss: 0.0312101 | val_loss: 0.0312068 | Time: 4848.06 ms [2021-09-28 06:58:01 main:574] : INFO : Epoch 1686 | loss: 0.03121 | val_loss: 0.0312047 | Time: 4707.12 ms [2021-09-28 06:58:05 main:574] : INFO : Epoch 1687 | loss: 0.0312091 | val_loss: 0.0312056 | Time: 4940.66 ms [2021-09-28 06:58:10 main:574] : INFO : Epoch 1688 | loss: 0.0312099 | val_loss: 0.0312092 | Time: 4824.4 ms [2021-09-28 06:58:15 main:574] : INFO : Epoch 1689 | loss: 0.0312095 | val_loss: 0.0312053 | Time: 4686.62 ms [2021-09-28 06:58:20 main:574] : INFO : Epoch 1690 | loss: 0.031209 | val_loss: 0.0312071 | Time: 4795.81 ms [2021-09-28 06:58:24 main:574] : INFO : Epoch 1691 | loss: 0.0312092 | val_loss: 0.0312057 | Time: 4726.59 ms [2021-09-28 06:58:30 main:574] : INFO : Epoch 1692 | loss: 0.031209 | val_loss: 0.0312055 | Time: 5111.39 ms [2021-09-28 06:58:34 main:574] : INFO : Epoch 1693 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 4819.21 ms [2021-09-28 06:58:40 main:574] : INFO : Epoch 1694 | loss: 0.0312109 | val_loss: 0.0312059 | Time: 5235.82 ms [2021-09-28 06:58:44 main:574] : INFO : Epoch 1695 | loss: 0.0312087 | val_loss: 0.0312041 | Time: 4775.5 ms [2021-09-28 06:58:49 main:574] : INFO : Epoch 1696 | loss: 0.0312088 | val_loss: 0.0312053 | Time: 4782.93 ms [2021-09-28 06:58:54 main:574] : INFO : Epoch 1697 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 4929.31 ms [2021-09-28 06:58:59 main:574] : INFO : Epoch 1698 | loss: 0.0312094 | val_loss: 0.031204 | Time: 4684.98 ms [2021-09-28 06:59:04 main:574] : INFO : Epoch 1699 | loss: 0.0312089 | val_loss: 0.0312098 | Time: 4697.33 ms [2021-09-28 06:59:08 main:574] : INFO : Epoch 1700 | loss: 0.0312107 | val_loss: 0.0312087 | Time: 4628.58 ms [2021-09-28 06:59:13 main:574] : INFO : Epoch 1701 | loss: 0.0312104 | val_loss: 0.0312053 | Time: 4739.34 ms [2021-09-28 06:59:18 main:574] : INFO : Epoch 1702 | loss: 0.0312094 | val_loss: 0.0312057 | Time: 4859.58 ms [2021-09-28 06:59:23 main:574] : INFO : Epoch 1703 | loss: 0.031211 | val_loss: 0.0312112 | Time: 4762.24 ms [2021-09-28 06:59:27 main:574] : INFO : Epoch 1704 | loss: 0.0312109 | val_loss: 0.0312037 | Time: 4797.39 ms [2021-09-28 06:59:32 main:574] : INFO : Epoch 1705 | loss: 0.0312093 | val_loss: 0.0312096 | Time: 4920.37 ms [2021-09-28 06:59:37 main:574] : INFO : Epoch 1706 | loss: 0.0312113 | val_loss: 0.0312038 | Time: 4962.5 ms [2021-09-28 06:59:43 main:574] : INFO : Epoch 1707 | loss: 0.0312093 | val_loss: 0.031205 | Time: 5253.81 ms [2021-09-28 06:59:47 main:574] : INFO : Epoch 1708 | loss: 0.0312123 | val_loss: 0.0312052 | Time: 4960.71 ms [2021-09-28 06:59:52 main:574] : INFO : Epoch 1709 | loss: 0.0312089 | val_loss: 0.0312057 | Time: 4852.21 ms [2021-09-28 06:59:57 main:574] : INFO : Epoch 1710 | loss: 0.0312106 | val_loss: 0.0312088 | Time: 4690.84 ms [2021-09-28 07:00:02 main:574] : INFO : Epoch 1711 | loss: 0.0312109 | val_loss: 0.0312042 | Time: 4884.07 ms [2021-09-28 07:00:07 main:574] : INFO : Epoch 1712 | loss: 0.031209 | val_loss: 0.0312081 | Time: 4746.87 ms [2021-09-28 07:00:11 main:574] : INFO : Epoch 1713 | loss: 0.0312085 | val_loss: 0.0312043 | Time: 4819.32 ms [2021-09-28 07:00:16 main:574] : INFO : Epoch 1714 | loss: 0.0312092 | val_loss: 0.0312042 | Time: 4768.02 ms [2021-09-28 07:00:21 main:574] : INFO : Epoch 1715 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 4668.43 ms [2021-09-28 07:00:26 main:574] : INFO : Epoch 1716 | loss: 0.03121 | val_loss: 0.031205 | Time: 4880.49 ms [2021-09-28 07:00:31 main:574] : INFO : Epoch 1717 | loss: 0.0312078 | val_loss: 0.0312034 | Time: 4946.59 ms [2021-09-28 07:00:35 main:574] : INFO : Epoch 1718 | loss: 0.0312101 | val_loss: 0.0312035 | Time: 4640.03 ms [2021-09-28 07:00:40 main:574] : INFO : Epoch 1719 | loss: 0.0312093 | val_loss: 0.0312032 | Time: 5056.03 ms [2021-09-28 07:00:45 main:574] : INFO : Epoch 1720 | loss: 0.0312077 | val_loss: 0.0312025 | Time: 4725.56 ms [2021-09-28 07:00:51 main:574] : INFO : Epoch 1721 | loss: 0.0312077 | val_loss: 0.0312039 | Time: 5314.44 ms [2021-09-28 07:00:55 main:574] : INFO : Epoch 1722 | loss: 0.031211 | val_loss: 0.0312159 | Time: 4900.85 ms [2021-09-28 07:01:00 main:574] : INFO : Epoch 1723 | loss: 0.0312112 | val_loss: 0.0312047 | Time: 4842.27 ms [2021-09-28 07:01:05 main:574] : INFO : Epoch 1724 | loss: 0.0312087 | val_loss: 0.0312065 | Time: 4770.13 ms [2021-09-28 07:01:10 main:574] : INFO : Epoch 1725 | loss: 0.0312145 | val_loss: 0.0312072 | Time: 4733.71 ms [2021-09-28 07:01:15 main:574] : INFO : Epoch 1726 | loss: 0.0312085 | val_loss: 0.031202 | Time: 4883.05 ms [2021-09-28 07:01:20 main:574] : INFO : Epoch 1727 | loss: 0.031208 | val_loss: 0.0312014 | Time: 4880.61 ms [2021-09-28 07:01:24 main:574] : INFO : Epoch 1728 | loss: 0.0312077 | val_loss: 0.0312013 | Time: 4838.2 ms [2021-09-28 07:01:29 main:574] : INFO : Epoch 1729 | loss: 0.0312068 | val_loss: 0.0312024 | Time: 4699.06 ms [2021-09-28 07:01:34 main:574] : INFO : Epoch 1730 | loss: 0.0312071 | val_loss: 0.031203 | Time: 4724.27 ms [2021-09-28 07:01:39 main:574] : INFO : Epoch 1731 | loss: 0.0312077 | val_loss: 0.0312001 | Time: 4698.05 ms [2021-09-28 07:01:43 main:574] : INFO : Epoch 1732 | loss: 0.0312066 | val_loss: 0.0312006 | Time: 4946.05 ms [2021-09-28 07:01:48 main:574] : INFO : Epoch 1733 | loss: 0.0312066 | val_loss: 0.0312025 | Time: 4892.48 ms [2021-09-28 07:01:53 main:574] : INFO : Epoch 1734 | loss: 0.0312092 | val_loss: 0.0312069 | Time: 4986.99 ms [2021-09-28 07:01:58 main:574] : INFO : Epoch 1735 | loss: 0.0312148 | val_loss: 0.0312136 | Time: 5048.24 ms [2021-09-28 07:02:03 main:574] : INFO : Epoch 1736 | loss: 0.0312142 | val_loss: 0.0312093 | Time: 4790.08 ms [2021-09-28 07:02:08 main:574] : INFO : Epoch 1737 | loss: 0.0312128 | val_loss: 0.0312088 | Time: 4960.93 ms [2021-09-28 07:02:13 main:574] : INFO : Epoch 1738 | loss: 0.0312139 | val_loss: 0.0312075 | Time: 4743.85 ms [2021-09-28 07:02:18 main:574] : INFO : Epoch 1739 | loss: 0.0312144 | val_loss: 0.0312072 | Time: 4710.08 ms [2021-09-28 07:02:23 main:574] : INFO : Epoch 1740 | loss: 0.0312124 | val_loss: 0.0312094 | Time: 4849.56 ms [2021-09-28 07:02:27 main:574] : INFO : Epoch 1741 | loss: 0.031213 | val_loss: 0.0312099 | Time: 4778.82 ms [2021-09-28 07:02:32 main:574] : INFO : Epoch 1742 | loss: 0.031215 | val_loss: 0.0312143 | Time: 4939.68 ms [2021-09-28 07:02:37 main:574] : INFO : Epoch 1743 | loss: 0.0312152 | val_loss: 0.0312108 | Time: 4768.22 ms [2021-09-28 07:02:42 main:574] : INFO : Epoch 1744 | loss: 0.0312117 | val_loss: 0.0312058 | Time: 4818.3 ms [2021-09-28 07:02:47 main:574] : INFO : Epoch 1745 | loss: 0.0312109 | val_loss: 0.0312056 | Time: 4797.09 ms [2021-09-28 07:02:51 main:574] : INFO : Epoch 1746 | loss: 0.0312109 | val_loss: 0.0312055 | Time: 4860.68 ms [2021-09-28 07:02:56 main:574] : INFO : Epoch 1747 | loss: 0.0312114 | val_loss: 0.0312151 | Time: 4988.52 ms [2021-09-28 07:03:02 main:574] : INFO : Epoch 1748 | loss: 0.0312146 | val_loss: 0.0312109 | Time: 5269.52 ms [2021-09-28 07:03:07 main:574] : INFO : Epoch 1749 | loss: 0.0312127 | val_loss: 0.031208 | Time: 4879.2 ms [2021-09-28 07:03:11 main:574] : INFO : Epoch 1750 | loss: 0.0312122 | val_loss: 0.0312104 | Time: 4654.93 ms [2021-09-28 07:03:16 main:574] : INFO : Epoch 1751 | loss: 0.031213 | val_loss: 0.0312072 | Time: 4742.72 ms [2021-09-28 07:03:21 main:574] : INFO : Epoch 1752 | loss: 0.0312111 | val_loss: 0.0312052 | Time: 4968.68 ms [2021-09-28 07:03:26 main:574] : INFO : Epoch 1753 | loss: 0.0312113 | val_loss: 0.0312108 | Time: 4774.58 ms [2021-09-28 07:03:31 main:574] : INFO : Epoch 1754 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 4778.6 ms [2021-09-28 07:03:35 main:574] : INFO : Epoch 1755 | loss: 0.0312108 | val_loss: 0.0312051 | Time: 4834.02 ms [2021-09-28 07:03:40 main:574] : INFO : Epoch 1756 | loss: 0.0312101 | val_loss: 0.0312086 | Time: 4816.96 ms [2021-09-28 07:03:45 main:574] : INFO : Epoch 1757 | loss: 0.0312102 | val_loss: 0.0312046 | Time: 5194.43 ms [2021-09-28 07:03:50 main:574] : INFO : Epoch 1758 | loss: 0.0312092 | val_loss: 0.0312051 | Time: 4745.92 ms [2021-09-28 07:03:55 main:574] : INFO : Epoch 1759 | loss: 0.0312093 | val_loss: 0.0312047 | Time: 4893.73 ms [2021-09-28 07:04:00 main:574] : INFO : Epoch 1760 | loss: 0.031211 | val_loss: 0.0312056 | Time: 4920.17 ms [2021-09-28 07:04:05 main:574] : INFO : Epoch 1761 | loss: 0.0312096 | val_loss: 0.0312116 | Time: 4853.85 ms [2021-09-28 07:04:10 main:574] : INFO : Epoch 1762 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 5379.47 ms [2021-09-28 07:04:15 main:574] : INFO : Epoch 1763 | loss: 0.0312123 | val_loss: 0.0312075 | Time: 4883.01 ms [2021-09-28 07:04:20 main:574] : INFO : Epoch 1764 | loss: 0.0312098 | val_loss: 0.0312073 | Time: 4722.83 ms [2021-09-28 07:04:25 main:574] : INFO : Epoch 1765 | loss: 0.0312099 | val_loss: 0.031205 | Time: 4836.94 ms [2021-09-28 07:04:30 main:574] : INFO : Epoch 1766 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 4809.71 ms [2021-09-28 07:04:34 main:574] : INFO : Epoch 1767 | loss: 0.0312133 | val_loss: 0.0312061 | Time: 4801.9 ms [2021-09-28 07:04:39 main:574] : INFO : Epoch 1768 | loss: 0.0312101 | val_loss: 0.031204 | Time: 4671.88 ms [2021-09-28 07:04:44 main:574] : INFO : Epoch 1769 | loss: 0.0312088 | val_loss: 0.0312066 | Time: 4872.43 ms [2021-09-28 07:04:49 main:574] : INFO : Epoch 1770 | loss: 0.0312094 | val_loss: 0.0312124 | Time: 4720.24 ms [2021-09-28 07:04:53 main:574] : INFO : Epoch 1771 | loss: 0.0312126 | val_loss: 0.0312047 | Time: 4836.46 ms [2021-09-28 07:04:58 main:574] : INFO : Epoch 1772 | loss: 0.031209 | val_loss: 0.0312038 | Time: 4886.81 ms [2021-09-28 07:05:03 main:574] : INFO : Epoch 1773 | loss: 0.0312091 | val_loss: 0.0312048 | Time: 4987.82 ms [2021-09-28 07:05:08 main:574] : INFO : Epoch 1774 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 4828.92 ms [2021-09-28 07:05:13 main:574] : INFO : Epoch 1775 | loss: 0.0312085 | val_loss: 0.0312035 | Time: 5036.99 ms [2021-09-28 07:05:18 main:574] : INFO : Epoch 1776 | loss: 0.0312088 | val_loss: 0.0312087 | Time: 5179.14 ms [2021-09-28 07:05:23 main:574] : INFO : Epoch 1777 | loss: 0.0312125 | val_loss: 0.0312066 | Time: 4874.77 ms [2021-09-28 07:05:28 main:574] : INFO : Epoch 1778 | loss: 0.0312154 | val_loss: 0.0312051 | Time: 4817.29 ms [2021-09-28 07:05:33 main:574] : INFO : Epoch 1779 | loss: 0.0312117 | val_loss: 0.0312067 | Time: 4635.28 ms [2021-09-28 07:05:38 main:574] : INFO : Epoch 1780 | loss: 0.0312101 | val_loss: 0.0312046 | Time: 4794.4 ms [2021-09-28 07:05:42 main:574] : INFO : Epoch 1781 | loss: 0.0312095 | val_loss: 0.0312053 | Time: 4895.7 ms [2021-09-28 07:05:47 main:574] : INFO : Epoch 1782 | loss: 0.0312084 | val_loss: 0.0312054 | Time: 4955.06 ms [2021-09-28 07:05:52 main:574] : INFO : Epoch 1783 | loss: 0.0312095 | val_loss: 0.0312044 | Time: 4774.82 ms [2021-09-28 07:05:57 main:574] : INFO : Epoch 1784 | loss: 0.0312087 | val_loss: 0.0312034 | Time: 4764.98 ms [2021-09-28 07:06:02 main:574] : INFO : Epoch 1785 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 5077.68 ms [2021-09-28 07:06:07 main:574] : INFO : Epoch 1786 | loss: 0.0312103 | val_loss: 0.0312034 | Time: 5126.18 ms [2021-09-28 07:06:12 main:574] : INFO : Epoch 1787 | loss: 0.0312093 | val_loss: 0.0312034 | Time: 5039.28 ms [2021-09-28 07:06:17 main:574] : INFO : Epoch 1788 | loss: 0.031208 | val_loss: 0.0312034 | Time: 4725 ms [2021-09-28 07:06:22 main:574] : INFO : Epoch 1789 | loss: 0.0312101 | val_loss: 0.0312032 | Time: 5530.46 ms [2021-09-28 07:06:27 main:574] : INFO : Epoch 1790 | loss: 0.0312093 | val_loss: 0.0312034 | Time: 4807.48 ms [2021-09-28 07:06:32 main:574] : INFO : Epoch 1791 | loss: 0.0312103 | val_loss: 0.0312036 | Time: 4969.41 ms [2021-09-28 07:06:37 main:574] : INFO : Epoch 1792 | loss: 0.0312098 | val_loss: 0.0312042 | Time: 4808.41 ms [2021-09-28 07:06:42 main:574] : INFO : Epoch 1793 | loss: 0.0312087 | val_loss: 0.0312033 | Time: 4828.99 ms [2021-09-28 07:06:47 main:574] : INFO : Epoch 1794 | loss: 0.0312092 | val_loss: 0.0312048 | Time: 4669.52 ms [2021-09-28 07:06:51 main:574] : INFO : Epoch 1795 | loss: 0.0312092 | val_loss: 0.0312056 | Time: 4812.57 ms [2021-09-28 07:06:56 main:574] : INFO : Epoch 1796 | loss: 0.0312076 | val_loss: 0.0312032 | Time: 4600.88 ms [2021-09-28 07:07:01 main:574] : INFO : Epoch 1797 | loss: 0.0312077 | val_loss: 0.0312031 | Time: 5365.56 ms [2021-09-28 07:07:06 main:574] : INFO : Epoch 1798 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 4846.98 ms [2021-09-28 07:07:11 main:574] : INFO : Epoch 1799 | loss: 0.0312078 | val_loss: 0.031205 | Time: 4680.69 ms [2021-09-28 07:07:16 main:574] : INFO : Epoch 1800 | loss: 0.0312099 | val_loss: 0.0312046 | Time: 5135.83 ms [2021-09-28 07:07:21 main:574] : INFO : Epoch 1801 | loss: 0.0312095 | val_loss: 0.0312046 | Time: 5051.04 ms [2021-09-28 07:07:26 main:574] : INFO : Epoch 1802 | loss: 0.0312139 | val_loss: 0.0312047 | Time: 5252.11 ms [2021-09-28 07:07:31 main:574] : INFO : Epoch 1803 | loss: 0.0312078 | val_loss: 0.0312049 | Time: 5043.25 ms [2021-09-28 07:07:36 main:574] : INFO : Epoch 1804 | loss: 0.0312087 | val_loss: 0.0312069 | Time: 4703.74 ms [2021-09-28 07:07:41 main:574] : INFO : Epoch 1805 | loss: 0.0312092 | val_loss: 0.0312029 | Time: 4777.34 ms [2021-09-28 07:07:46 main:574] : INFO : Epoch 1806 | loss: 0.0312088 | val_loss: 0.0312082 | Time: 4771.08 ms [2021-09-28 07:07:50 main:574] : INFO : Epoch 1807 | loss: 0.0312122 | val_loss: 0.0312069 | Time: 4686.14 ms [2021-09-28 07:07:55 main:574] : INFO : Epoch 1808 | loss: 0.0312088 | val_loss: 0.0312043 | Time: 4695.94 ms [2021-09-28 07:08:00 main:574] : INFO : Epoch 1809 | loss: 0.0312085 | val_loss: 0.0312032 | Time: 4832.55 ms [2021-09-28 07:08:05 main:574] : INFO : Epoch 1810 | loss: 0.0312072 | val_loss: 0.0312028 | Time: 4688.7 ms [2021-09-28 07:08:10 main:574] : INFO : Epoch 1811 | loss: 0.0312099 | val_loss: 0.0312031 | Time: 5071.43 ms [2021-09-28 07:08:14 main:574] : INFO : Epoch 1812 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 4791.24 ms [2021-09-28 07:08:19 main:574] : INFO : Epoch 1813 | loss: 0.0312074 | val_loss: 0.0312033 | Time: 4769.63 ms [2021-09-28 07:08:24 main:574] : INFO : Epoch 1814 | loss: 0.0312085 | val_loss: 0.0312031 | Time: 4904.18 ms [2021-09-28 07:08:29 main:574] : INFO : Epoch 1815 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 4777.55 ms [2021-09-28 07:08:35 main:574] : INFO : Epoch 1816 | loss: 0.0312084 | val_loss: 0.0312032 | Time: 5616.28 ms [2021-09-28 07:08:39 main:574] : INFO : Epoch 1817 | loss: 0.0312068 | val_loss: 0.0312033 | Time: 4811.35 ms [2021-09-28 07:08:44 main:574] : INFO : Epoch 1818 | loss: 0.0312068 | val_loss: 0.0312036 | Time: 4932.98 ms [2021-09-28 07:08:49 main:574] : INFO : Epoch 1819 | loss: 0.0312076 | val_loss: 0.0312056 | Time: 4789.61 ms [2021-09-28 07:08:54 main:574] : INFO : Epoch 1820 | loss: 0.0312084 | val_loss: 0.0312056 | Time: 4782.5 ms [2021-09-28 07:08:59 main:574] : INFO : Epoch 1821 | loss: 0.0312101 | val_loss: 0.0312085 | Time: 4983.69 ms [2021-09-28 07:09:04 main:574] : INFO : Epoch 1822 | loss: 0.0312101 | val_loss: 0.0312087 | Time: 5157.44 ms [2021-09-28 07:09:10 main:574] : INFO : Epoch 1823 | loss: 0.0312087 | val_loss: 0.0312033 | Time: 6330.18 ms [2021-09-28 07:09:17 main:574] : INFO : Epoch 1824 | loss: 0.0312102 | val_loss: 0.0312071 | Time: 6536.98 ms [2021-09-28 07:09:22 main:574] : INFO : Epoch 1825 | loss: 0.0312091 | val_loss: 0.0312051 | Time: 4954.77 ms [2021-09-28 07:09:27 main:574] : INFO : Epoch 1826 | loss: 0.0312072 | val_loss: 0.0312039 | Time: 4792.14 ms [2021-09-28 07:09:32 main:574] : INFO : Epoch 1827 | loss: 0.0312067 | val_loss: 0.0312032 | Time: 4875.32 ms [2021-09-28 07:09:37 main:574] : INFO : Epoch 1828 | loss: 0.0312069 | val_loss: 0.0312034 | Time: 5006.73 ms [2021-09-28 07:09:42 main:574] : INFO : Epoch 1829 | loss: 0.0312074 | val_loss: 0.0312035 | Time: 5095.91 ms [2021-09-28 07:09:47 main:574] : INFO : Epoch 1830 | loss: 0.0312081 | val_loss: 0.031203 | Time: 4931.99 ms [2021-09-28 07:09:51 main:574] : INFO : Epoch 1831 | loss: 0.031207 | val_loss: 0.0312039 | Time: 4772.43 ms [2021-09-28 07:09:56 main:574] : INFO : Epoch 1832 | loss: 0.0312073 | val_loss: 0.0312031 | Time: 4659.25 ms [2021-09-28 07:10:01 main:574] : INFO : Epoch 1833 | loss: 0.0312086 | val_loss: 0.0312056 | Time: 4804.09 ms [2021-09-28 07:10:06 main:574] : INFO : Epoch 1834 | loss: 0.0312071 | val_loss: 0.0312066 | Time: 4712.81 ms [2021-09-28 07:10:10 main:574] : INFO : Epoch 1835 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 4936.12 ms [2021-09-28 07:10:15 main:574] : INFO : Epoch 1836 | loss: 0.0312095 | val_loss: 0.0312027 | Time: 4765.56 ms [2021-09-28 07:10:20 main:574] : INFO : Epoch 1837 | loss: 0.0312095 | val_loss: 0.0312034 | Time: 4856.71 ms [2021-09-28 07:10:25 main:574] : INFO : Epoch 1838 | loss: 0.0312092 | val_loss: 0.0312041 | Time: 4752.46 ms [2021-09-28 07:10:30 main:574] : INFO : Epoch 1839 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 4781.6 ms [2021-09-28 07:10:35 main:574] : INFO : Epoch 1840 | loss: 0.0312075 | val_loss: 0.0312029 | Time: 5315.83 ms [2021-09-28 07:10:40 main:574] : INFO : Epoch 1841 | loss: 0.0312077 | val_loss: 0.0312026 | Time: 4880.69 ms [2021-09-28 07:10:45 main:574] : INFO : Epoch 1842 | loss: 0.0312076 | val_loss: 0.0312035 | Time: 5115.93 ms [2021-09-28 07:10:50 main:574] : INFO : Epoch 1843 | loss: 0.0312077 | val_loss: 0.0312025 | Time: 4809.59 ms [2021-09-28 07:10:55 main:574] : INFO : Epoch 1844 | loss: 0.0312074 | val_loss: 0.0312032 | Time: 4866.39 ms [2021-09-28 07:11:00 main:574] : INFO : Epoch 1845 | loss: 0.031207 | val_loss: 0.0312024 | Time: 4954.23 ms [2021-09-28 07:11:05 main:574] : INFO : Epoch 1846 | loss: 0.0312073 | val_loss: 0.0312026 | Time: 4884.36 ms [2021-09-28 07:11:09 main:574] : INFO : Epoch 1847 | loss: 0.0312125 | val_loss: 0.031204 | Time: 4699.29 ms [2021-09-28 07:11:14 main:574] : INFO : Epoch 1848 | loss: 0.031208 | val_loss: 0.0312067 | Time: 4803.1 ms [2021-09-28 07:11:19 main:574] : INFO : Epoch 1849 | loss: 0.0312089 | val_loss: 0.0312056 | Time: 4797.15 ms [2021-09-28 07:11:24 main:574] : INFO : Epoch 1850 | loss: 0.0312099 | val_loss: 0.0312048 | Time: 4718.76 ms [2021-09-28 07:11:28 main:574] : INFO : Epoch 1851 | loss: 0.0312089 | val_loss: 0.031204 | Time: 4665.99 ms [2021-09-28 07:11:33 main:574] : INFO : Epoch 1852 | loss: 0.0312071 | val_loss: 0.0312035 | Time: 4689.43 ms [2021-09-28 07:11:38 main:574] : INFO : Epoch 1853 | loss: 0.0312083 | val_loss: 0.0312028 | Time: 4910.13 ms [2021-09-28 07:11:43 main:574] : INFO : Epoch 1854 | loss: 0.03121 | val_loss: 0.0312026 | Time: 4895.26 ms [2021-09-28 07:11:48 main:574] : INFO : Epoch 1855 | loss: 0.0312087 | val_loss: 0.031203 | Time: 5180.72 ms [2021-09-28 07:11:53 main:574] : INFO : Epoch 1856 | loss: 0.0312066 | val_loss: 0.0312043 | Time: 5216.98 ms [2021-09-28 07:11:58 main:574] : INFO : Epoch 1857 | loss: 0.0312072 | val_loss: 0.0312029 | Time: 4802.99 ms [2021-09-28 07:12:03 main:574] : INFO : Epoch 1858 | loss: 0.0312081 | val_loss: 0.0312033 | Time: 4791.64 ms [2021-09-28 07:12:07 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312056 | Time: 4746.97 ms [2021-09-28 07:12:12 main:574] : INFO : Epoch 1860 | loss: 0.0312075 | val_loss: 0.031203 | Time: 4938.93 ms [2021-09-28 07:12:17 main:574] : INFO : Epoch 1861 | loss: 0.0312073 | val_loss: 0.0312035 | Time: 4671.66 ms [2021-09-28 07:12:22 main:574] : INFO : Epoch 1862 | loss: 0.0312097 | val_loss: 0.0312053 | Time: 4755.3 ms [2021-09-28 07:12:27 main:574] : INFO : Epoch 1863 | loss: 0.0312085 | val_loss: 0.0312025 | Time: 4701.81 ms [2021-09-28 07:12:31 main:574] : INFO : Epoch 1864 | loss: 0.031207 | val_loss: 0.0312039 | Time: 4758.4 ms [2021-09-28 07:12:36 main:574] : INFO : Epoch 1865 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 4820.76 ms [2021-09-28 07:12:41 main:574] : INFO : Epoch 1866 | loss: 0.0312101 | val_loss: 0.0312036 | Time: 4559.47 ms [2021-09-28 07:12:46 main:574] : INFO : Epoch 1867 | loss: 0.0312072 | val_loss: 0.0312033 | Time: 5311.84 ms [2021-09-28 07:12:51 main:574] : INFO : Epoch 1868 | loss: 0.031207 | val_loss: 0.0312029 | Time: 4944.47 ms [2021-09-28 07:12:56 main:574] : INFO : Epoch 1869 | loss: 0.0312085 | val_loss: 0.0312069 | Time: 5268.83 ms [2021-09-28 07:13:01 main:574] : INFO : Epoch 1870 | loss: 0.0312078 | val_loss: 0.0312031 | Time: 5125.02 ms [2021-09-28 07:13:06 main:574] : INFO : Epoch 1871 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 4664.11 ms [2021-09-28 07:13:11 main:574] : INFO : Epoch 1872 | loss: 0.0312129 | val_loss: 0.031207 | Time: 4863.74 ms [2021-09-28 07:13:16 main:574] : INFO : Epoch 1873 | loss: 0.0312109 | val_loss: 0.0312053 | Time: 4740.92 ms [2021-09-28 07:13:21 main:574] : INFO : Epoch 1874 | loss: 0.0312078 | val_loss: 0.0312032 | Time: 4855.14 ms [2021-09-28 07:13:25 main:574] : INFO : Epoch 1875 | loss: 0.0312067 | val_loss: 0.0312036 | Time: 4773.73 ms [2021-09-28 07:13:30 main:574] : INFO : Epoch 1876 | loss: 0.0312074 | val_loss: 0.031203 | Time: 4784.61 ms [2021-09-28 07:13:35 main:574] : INFO : Epoch 1877 | loss: 0.0312075 | val_loss: 0.0312028 | Time: 4792.3 ms [2021-09-28 07:13:40 main:574] : INFO : Epoch 1878 | loss: 0.0312095 | val_loss: 0.0312037 | Time: 4720.44 ms [2021-09-28 07:13:45 main:574] : INFO : Epoch 1879 | loss: 0.0312104 | val_loss: 0.0312046 | Time: 5030.81 ms [2021-09-28 07:13:49 main:574] : INFO : Epoch 1880 | loss: 0.0312095 | val_loss: 0.0312051 | Time: 4745.03 ms [2021-09-28 07:13:54 main:574] : INFO : Epoch 1881 | loss: 0.0312135 | val_loss: 0.0312203 | Time: 4994.17 ms [2021-09-28 07:13:59 main:574] : INFO : Epoch 1882 | loss: 0.0312126 | val_loss: 0.0312073 | Time: 4828.39 ms [2021-09-28 07:14:05 main:574] : INFO : Epoch 1883 | loss: 0.0312079 | val_loss: 0.0312037 | Time: 5257.43 ms [2021-09-28 07:14:09 main:574] : INFO : Epoch 1884 | loss: 0.0312081 | val_loss: 0.0312035 | Time: 4802.29 ms [2021-09-28 07:14:14 main:574] : INFO : Epoch 1885 | loss: 0.0312074 | val_loss: 0.0312072 | Time: 4740 ms [2021-09-28 07:14:19 main:574] : INFO : Epoch 1886 | loss: 0.0312079 | val_loss: 0.0312036 | Time: 4835.94 ms [2021-09-28 07:14:24 main:574] : INFO : Epoch 1887 | loss: 0.0312079 | val_loss: 0.0312078 | Time: 4656.02 ms [2021-09-28 07:14:28 main:574] : INFO : Epoch 1888 | loss: 0.0312112 | val_loss: 0.0312085 | Time: 4774.82 ms [2021-09-28 07:14:33 main:574] : INFO : Epoch 1889 | loss: 0.0312095 | val_loss: 0.0312045 | Time: 4960.25 ms [2021-09-28 07:14:38 main:574] : INFO : Epoch 1890 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 4632.03 ms [2021-09-28 07:14:43 main:574] : INFO : Epoch 1891 | loss: 0.0312067 | val_loss: 0.0312028 | Time: 4849.86 ms [2021-09-28 07:14:47 main:574] : INFO : Epoch 1892 | loss: 0.0312083 | val_loss: 0.031209 | Time: 4683.23 ms [2021-09-28 07:14:52 main:574] : INFO : Epoch 1893 | loss: 0.0312092 | val_loss: 0.0312037 | Time: 4800.45 ms [2021-09-28 07:14:57 main:574] : INFO : Epoch 1894 | loss: 0.0312077 | val_loss: 0.0312036 | Time: 5022.7 ms [2021-09-28 07:15:02 main:574] : INFO : Epoch 1895 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 4819.96 ms [2021-09-28 07:15:07 main:574] : INFO : Epoch 1896 | loss: 0.0312086 | val_loss: 0.0312078 | Time: 4750.08 ms [2021-09-28 07:15:12 main:574] : INFO : Epoch 1897 | loss: 0.0312085 | val_loss: 0.0312032 | Time: 5090.21 ms [2021-09-28 07:15:17 main:574] : INFO : Epoch 1898 | loss: 0.031207 | val_loss: 0.0312038 | Time: 4966.63 ms [2021-09-28 07:15:22 main:574] : INFO : Epoch 1899 | loss: 0.0312078 | val_loss: 0.0312046 | Time: 5109.64 ms [2021-09-28 07:15:27 main:574] : INFO : Epoch 1900 | loss: 0.0312067 | val_loss: 0.0312032 | Time: 4704.73 ms [2021-09-28 07:15:32 main:574] : INFO : Epoch 1901 | loss: 0.0312085 | val_loss: 0.0312041 | Time: 4888.3 ms [2021-09-28 07:15:36 main:574] : INFO : Epoch 1902 | loss: 0.0312073 | val_loss: 0.0312074 | Time: 4718.11 ms [2021-09-28 07:15:41 main:574] : INFO : Epoch 1903 | loss: 0.031209 | val_loss: 0.0312097 | Time: 4743.97 ms [2021-09-28 07:15:46 main:574] : INFO : Epoch 1904 | loss: 0.0312089 | val_loss: 0.0312035 | Time: 4976.19 ms [2021-09-28 07:15:51 main:574] : INFO : Epoch 1905 | loss: 0.0312081 | val_loss: 0.0312035 | Time: 4773.18 ms [2021-09-28 07:15:56 main:574] : INFO : Epoch 1906 | loss: 0.0312077 | val_loss: 0.0312082 | Time: 4742.21 ms [2021-09-28 07:16:00 main:574] : INFO : Epoch 1907 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 4802.38 ms [2021-09-28 07:16:06 main:574] : INFO : Epoch 1908 | loss: 0.0312094 | val_loss: 0.0312031 | Time: 5194.25 ms [2021-09-28 07:16:11 main:574] : INFO : Epoch 1909 | loss: 0.0312061 | val_loss: 0.0312044 | Time: 4940.35 ms [2021-09-28 07:16:16 main:574] : INFO : Epoch 1910 | loss: 0.0312072 | val_loss: 0.0312031 | Time: 5186.69 ms [2021-09-28 07:16:21 main:574] : INFO : Epoch 1911 | loss: 0.0312065 | val_loss: 0.0312037 | Time: 5016.73 ms [2021-09-28 07:16:26 main:574] : INFO : Epoch 1912 | loss: 0.031206 | val_loss: 0.031203 | Time: 4781.75 ms [2021-09-28 07:16:30 main:574] : INFO : Epoch 1913 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 4791.97 ms [2021-09-28 07:16:36 main:574] : INFO : Epoch 1914 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 5260.95 ms [2021-09-28 07:16:40 main:574] : INFO : Epoch 1915 | loss: 0.0312075 | val_loss: 0.0312028 | Time: 4758.74 ms [2021-09-28 07:16:45 main:574] : INFO : Epoch 1916 | loss: 0.0312071 | val_loss: 0.0312053 | Time: 4824.1 ms [2021-09-28 07:16:50 main:574] : INFO : Epoch 1917 | loss: 0.0312067 | val_loss: 0.0312054 | Time: 4826 ms [2021-09-28 07:16:55 main:574] : INFO : Epoch 1918 | loss: 0.0312089 | val_loss: 0.0312137 | Time: 4764.21 ms [2021-09-28 07:17:00 main:574] : INFO : Epoch 1919 | loss: 0.0312139 | val_loss: 0.03121 | Time: 4989.88 ms [2021-09-28 07:17:05 main:574] : INFO : Epoch 1920 | loss: 0.0312074 | val_loss: 0.0312032 | Time: 4925.89 ms [2021-09-28 07:17:10 main:574] : INFO : Epoch 1921 | loss: 0.0312061 | val_loss: 0.0312045 | Time: 4861.61 ms [2021-09-28 07:17:15 main:574] : INFO : Epoch 1922 | loss: 0.031208 | val_loss: 0.031204 | Time: 4913.78 ms [2021-09-28 07:17:19 main:574] : INFO : Epoch 1923 | loss: 0.0312083 | val_loss: 0.0312046 | Time: 4850.97 ms [2021-09-28 07:17:25 main:574] : INFO : Epoch 1924 | loss: 0.0312076 | val_loss: 0.0312036 | Time: 5370.04 ms [2021-09-28 07:17:29 main:574] : INFO : Epoch 1925 | loss: 0.031207 | val_loss: 0.0312088 | Time: 4650.36 ms [2021-09-28 07:17:34 main:574] : INFO : Epoch 1926 | loss: 0.0312111 | val_loss: 0.031205 | Time: 4821.27 ms [2021-09-28 07:17:39 main:574] : INFO : Epoch 1927 | loss: 0.0312081 | val_loss: 0.031206 | Time: 4697.87 ms [2021-09-28 07:17:44 main:574] : INFO : Epoch 1928 | loss: 0.0312074 | val_loss: 0.0312036 | Time: 4762.19 ms [2021-09-28 07:17:49 main:574] : INFO : Epoch 1929 | loss: 0.0312061 | val_loss: 0.031203 | Time: 5035.31 ms [2021-09-28 07:17:54 main:574] : INFO : Epoch 1930 | loss: 0.0312074 | val_loss: 0.0312044 | Time: 4732.29 ms [2021-09-28 07:17:58 main:574] : INFO : Epoch 1931 | loss: 0.0312066 | val_loss: 0.0312037 | Time: 4763.72 ms [2021-09-28 07:18:03 main:574] : INFO : Epoch 1932 | loss: 0.0312069 | val_loss: 0.0312037 | Time: 4749.01 ms [2021-09-28 07:18:08 main:574] : INFO : Epoch 1933 | loss: 0.0312081 | val_loss: 0.0312031 | Time: 4753.4 ms [2021-09-28 07:18:13 main:574] : INFO : Epoch 1934 | loss: 0.0312064 | val_loss: 0.0312046 | Time: 4969.45 ms [2021-09-28 07:18:18 main:574] : INFO : Epoch 1935 | loss: 0.0312068 | val_loss: 0.031209 | Time: 4832.07 ms [2021-09-28 07:18:23 main:574] : INFO : Epoch 1936 | loss: 0.031208 | val_loss: 0.0312048 | Time: 4932.8 ms [2021-09-28 07:18:28 main:574] : INFO : Epoch 1937 | loss: 0.0312079 | val_loss: 0.0312035 | Time: 5048.2 ms [2021-09-28 07:18:32 main:574] : INFO : Epoch 1938 | loss: 0.0312063 | val_loss: 0.0312035 | Time: 4869.77 ms [2021-09-28 07:18:37 main:574] : INFO : Epoch 1939 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 4836.39 ms [2021-09-28 07:18:42 main:574] : INFO : Epoch 1940 | loss: 0.03121 | val_loss: 0.0312102 | Time: 4809.16 ms [2021-09-28 07:18:47 main:574] : INFO : Epoch 1941 | loss: 0.0312097 | val_loss: 0.0312042 | Time: 4759.6 ms [2021-09-28 07:18:52 main:574] : INFO : Epoch 1942 | loss: 0.0312068 | val_loss: 0.0312029 | Time: 4720.18 ms [2021-09-28 07:18:56 main:574] : INFO : Epoch 1943 | loss: 0.0312064 | val_loss: 0.031204 | Time: 4811.66 ms [2021-09-28 07:19:01 main:574] : INFO : Epoch 1944 | loss: 0.0312069 | val_loss: 0.0312034 | Time: 4840.3 ms [2021-09-28 07:19:06 main:574] : INFO : Epoch 1945 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 4818.75 ms [2021-09-28 07:19:11 main:574] : INFO : Epoch 1946 | loss: 0.0312083 | val_loss: 0.0312127 | Time: 4769.48 ms [2021-09-28 07:19:16 main:574] : INFO : Epoch 1947 | loss: 0.0312104 | val_loss: 0.0312037 | Time: 4795.24 ms [2021-09-28 07:19:20 main:574] : INFO : Epoch 1948 | loss: 0.031209 | val_loss: 0.0312089 | Time: 4761.02 ms [2021-09-28 07:19:26 main:574] : INFO : Epoch 1949 | loss: 0.0312075 | val_loss: 0.0312035 | Time: 5151.71 ms [2021-09-28 07:19:30 main:574] : INFO : Epoch 1950 | loss: 0.0312061 | val_loss: 0.0312035 | Time: 4845.02 ms [2021-09-28 07:19:36 main:574] : INFO : Epoch 1951 | loss: 0.031207 | val_loss: 0.0312058 | Time: 5205.4 ms [2021-09-28 07:19:41 main:574] : INFO : Epoch 1952 | loss: 0.0312102 | val_loss: 0.0312038 | Time: 4847.68 ms [2021-09-28 07:19:45 main:574] : INFO : Epoch 1953 | loss: 0.031207 | val_loss: 0.0312025 | Time: 4830.6 ms [2021-09-28 07:19:50 main:574] : INFO : Epoch 1954 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 4821.95 ms [2021-09-28 07:19:55 main:574] : INFO : Epoch 1955 | loss: 0.0312091 | val_loss: 0.0312048 | Time: 4711.35 ms [2021-09-28 07:20:00 main:574] : INFO : Epoch 1956 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 4812.77 ms [2021-09-28 07:20:05 main:574] : INFO : Epoch 1957 | loss: 0.0312086 | val_loss: 0.0312051 | Time: 4887.88 ms [2021-09-28 07:20:10 main:574] : INFO : Epoch 1958 | loss: 0.0312078 | val_loss: 0.0312028 | Time: 4765.21 ms [2021-09-28 07:20:15 main:574] : INFO : Epoch 1959 | loss: 0.0312066 | val_loss: 0.0312027 | Time: 4904.64 ms [2021-09-28 07:20:20 main:574] : INFO : Epoch 1960 | loss: 0.0312062 | val_loss: 0.0312037 | Time: 4774.78 ms [2021-09-28 07:20:24 main:574] : INFO : Epoch 1961 | loss: 0.0312065 | val_loss: 0.0312038 | Time: 4750.45 ms [2021-09-28 07:20:29 main:574] : INFO : Epoch 1962 | loss: 0.0312068 | val_loss: 0.0312043 | Time: 4940.94 ms [2021-09-28 07:20:34 main:574] : INFO : Epoch 1963 | loss: 0.0312067 | val_loss: 0.0312157 | Time: 4838.3 ms [2021-09-28 07:20:39 main:574] : INFO : Epoch 1964 | loss: 0.0312127 | val_loss: 0.0312084 | Time: 5183.5 ms [2021-09-28 07:20:44 main:574] : INFO : Epoch 1965 | loss: 0.03121 | val_loss: 0.0312039 | Time: 5023.5 ms [2021-09-28 07:20:49 main:574] : INFO : Epoch 1966 | loss: 0.031209 | val_loss: 0.0312061 | Time: 4666.56 ms [2021-09-28 07:20:54 main:574] : INFO : Epoch 1967 | loss: 0.0312068 | val_loss: 0.0312039 | Time: 4778.99 ms [2021-09-28 07:20:59 main:574] : INFO : Epoch 1968 | loss: 0.0312066 | val_loss: 0.0312033 | Time: 5012.29 ms [2021-09-28 07:21:04 main:574] : INFO : Epoch 1969 | loss: 0.0312067 | val_loss: 0.031202 | Time: 4684.67 ms [2021-09-28 07:21:08 main:574] : INFO : Epoch 1970 | loss: 0.0312057 | val_loss: 0.0312044 | Time: 4814.7 ms [2021-09-28 07:21:13 main:574] : INFO : Epoch 1971 | loss: 0.0312078 | val_loss: 0.0312029 | Time: 4721.93 ms [2021-09-28 07:21:18 main:574] : INFO : Epoch 1972 | loss: 0.0312068 | val_loss: 0.0312026 | Time: 4813.53 ms [2021-09-28 07:21:23 main:574] : INFO : Epoch 1973 | loss: 0.0312066 | val_loss: 0.0312028 | Time: 4726.92 ms [2021-09-28 07:21:28 main:574] : INFO : Epoch 1974 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 5027.45 ms [2021-09-28 07:21:32 main:574] : INFO : Epoch 1975 | loss: 0.03121 | val_loss: 0.0312031 | Time: 4804.01 ms [2021-09-28 07:21:37 main:574] : INFO : Epoch 1976 | loss: 0.0312065 | val_loss: 0.0312027 | Time: 5029.69 ms [2021-09-28 07:21:42 main:574] : INFO : Epoch 1977 | loss: 0.0312057 | val_loss: 0.0312023 | Time: 4764.2 ms [2021-09-28 07:21:48 main:574] : INFO : Epoch 1978 | loss: 0.0312055 | val_loss: 0.0312027 | Time: 5647.55 ms [2021-09-28 07:21:53 main:574] : INFO : Epoch 1979 | loss: 0.0312066 | val_loss: 0.0312023 | Time: 4676.83 ms [2021-09-28 07:21:57 main:574] : INFO : Epoch 1980 | loss: 0.0312072 | val_loss: 0.0312029 | Time: 4834.15 ms [2021-09-28 07:22:02 main:574] : INFO : Epoch 1981 | loss: 0.0312071 | val_loss: 0.0312047 | Time: 4645.33 ms [2021-09-28 07:22:07 main:574] : INFO : Epoch 1982 | loss: 0.0312067 | val_loss: 0.0312028 | Time: 4823.14 ms [2021-09-28 07:22:12 main:574] : INFO : Epoch 1983 | loss: 0.0312057 | val_loss: 0.0312036 | Time: 4926.1 ms [2021-09-28 07:22:17 main:574] : INFO : Epoch 1984 | loss: 0.0312067 | val_loss: 0.0312031 | Time: 4781.28 ms [2021-09-28 07:22:21 main:574] : INFO : Epoch 1985 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 4848.51 ms [2021-09-28 07:22:26 main:574] : INFO : Epoch 1986 | loss: 0.0312102 | val_loss: 0.0312141 | Time: 4726.28 ms [2021-09-28 07:22:31 main:574] : INFO : Epoch 1987 | loss: 0.0312106 | val_loss: 0.0312034 | Time: 4838.04 ms [2021-09-28 07:22:36 main:574] : INFO : Epoch 1988 | loss: 0.0312074 | val_loss: 0.0312036 | Time: 4924.48 ms [2021-09-28 07:22:41 main:574] : INFO : Epoch 1989 | loss: 0.0312063 | val_loss: 0.0312028 | Time: 4877.78 ms [2021-09-28 07:22:46 main:574] : INFO : Epoch 1990 | loss: 0.0312064 | val_loss: 0.0312039 | Time: 4873.4 ms [2021-09-28 07:22:51 main:574] : INFO : Epoch 1991 | loss: 0.031206 | val_loss: 0.0312025 | Time: 5073.17 ms [2021-09-28 07:22:56 main:574] : INFO : Epoch 1992 | loss: 0.0312063 | val_loss: 0.0312041 | Time: 5034.96 ms [2021-09-28 07:23:01 main:574] : INFO : Epoch 1993 | loss: 0.031207 | val_loss: 0.03121 | Time: 4914.39 ms [2021-09-28 07:23:06 main:574] : INFO : Epoch 1994 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 4884.38 ms [2021-09-28 07:23:10 main:574] : INFO : Epoch 1995 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 4821.14 ms [2021-09-28 07:23:15 main:574] : INFO : Epoch 1996 | loss: 0.0312057 | val_loss: 0.0312031 | Time: 4739.41 ms [2021-09-28 07:23:20 main:574] : INFO : Epoch 1997 | loss: 0.031206 | val_loss: 0.0312029 | Time: 4730.79 ms [2021-09-28 07:23:25 main:574] : INFO : Epoch 1998 | loss: 0.0312052 | val_loss: 0.0312022 | Time: 4924.94 ms [2021-09-28 07:23:30 main:574] : INFO : Epoch 1999 | loss: 0.0312068 | val_loss: 0.0312055 | Time: 4766.04 ms [2021-09-28 07:23:34 main:574] : INFO : Epoch 2000 | loss: 0.031208 | val_loss: 0.0312094 | Time: 4805.77 ms [2021-09-28 07:23:39 main:574] : INFO : Epoch 2001 | loss: 0.0312082 | val_loss: 0.0312048 | Time: 4745.95 ms [2021-09-28 07:23:44 main:574] : INFO : Epoch 2002 | loss: 0.0312065 | val_loss: 0.031207 | Time: 4716.24 ms [2021-09-28 07:23:49 main:574] : INFO : Epoch 2003 | loss: 0.031209 | val_loss: 0.0312027 | Time: 5188.12 ms [2021-09-28 07:23:54 main:574] : INFO : Epoch 2004 | loss: 0.0312062 | val_loss: 0.0312027 | Time: 4700.98 ms [2021-09-28 07:23:59 main:574] : INFO : Epoch 2005 | loss: 0.0312057 | val_loss: 0.0312032 | Time: 5310.46 ms [2021-09-28 07:24:04 main:574] : INFO : Epoch 2006 | loss: 0.0312066 | val_loss: 0.0312072 | Time: 4945.43 ms [2021-09-28 07:24:09 main:574] : INFO : Epoch 2007 | loss: 0.0312068 | val_loss: 0.0312046 | Time: 4709.88 ms [2021-09-28 07:24:14 main:574] : INFO : Epoch 2008 | loss: 0.0312058 | val_loss: 0.0312028 | Time: 5050.66 ms [2021-09-28 07:24:19 main:574] : INFO : Epoch 2009 | loss: 0.0312058 | val_loss: 0.0312023 | Time: 4764.08 ms [2021-09-28 07:24:23 main:574] : INFO : Epoch 2010 | loss: 0.031206 | val_loss: 0.0312067 | Time: 4731.03 ms [2021-09-28 07:24:28 main:574] : INFO : Epoch 2011 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 4801.07 ms [2021-09-28 07:24:33 main:574] : INFO : Epoch 2012 | loss: 0.0312083 | val_loss: 0.0312022 | Time: 4756.56 ms [2021-09-28 07:24:38 main:574] : INFO : Epoch 2013 | loss: 0.0312063 | val_loss: 0.0312049 | Time: 5094.53 ms [2021-09-28 07:24:43 main:574] : INFO : Epoch 2014 | loss: 0.0312046 | val_loss: 0.0312025 | Time: 4795.02 ms [2021-09-28 07:24:48 main:574] : INFO : Epoch 2015 | loss: 0.0312066 | val_loss: 0.031206 | Time: 4687.71 ms [2021-09-28 07:24:52 main:574] : INFO : Epoch 2016 | loss: 0.0312056 | val_loss: 0.0312016 | Time: 4763.81 ms [2021-09-28 07:24:57 main:574] : INFO : Epoch 2017 | loss: 0.0312068 | val_loss: 0.0312112 | Time: 4936.7 ms [2021-09-28 07:25:02 main:574] : INFO : Epoch 2018 | loss: 0.0312093 | val_loss: 0.0312019 | Time: 5176.5 ms [2021-09-28 07:25:07 main:574] : INFO : Epoch 2019 | loss: 0.0312054 | val_loss: 0.0312023 | Time: 5059 ms [2021-09-28 07:25:12 main:574] : INFO : Epoch 2020 | loss: 0.0312064 | val_loss: 0.0312042 | Time: 4725.82 ms [2021-09-28 07:25:17 main:574] : INFO : Epoch 2021 | loss: 0.0312051 | val_loss: 0.0312004 | Time: 4724.67 ms [2021-09-28 07:25:22 main:574] : INFO : Epoch 2022 | loss: 0.0312043 | val_loss: 0.0312007 | Time: 4765.83 ms [2021-09-28 07:25:27 main:574] : INFO : Epoch 2023 | loss: 0.0312047 | val_loss: 0.0312066 | Time: 4818.02 ms [2021-09-28 07:25:31 main:574] : INFO : Epoch 2024 | loss: 0.031207 | val_loss: 0.0311998 | Time: 4741.18 ms [2021-09-28 07:25:36 main:574] : INFO : Epoch 2025 | loss: 0.0312038 | val_loss: 0.0312003 | Time: 4721.92 ms [2021-09-28 07:25:41 main:574] : INFO : Epoch 2026 | loss: 0.0312042 | val_loss: 0.031201 | Time: 4772.22 ms [2021-09-28 07:25:45 main:574] : INFO : Epoch 2027 | loss: 0.0312045 | val_loss: 0.0311997 | Time: 4718.38 ms [2021-09-28 07:25:50 main:574] : INFO : Epoch 2028 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 4928.21 ms [2021-09-28 07:25:55 main:574] : INFO : Epoch 2029 | loss: 0.031204 | val_loss: 0.0312009 | Time: 4768.19 ms [2021-09-28 07:26:00 main:574] : INFO : Epoch 2030 | loss: 0.031205 | val_loss: 0.0312 | Time: 4880.21 ms [2021-09-28 07:26:05 main:574] : INFO : Epoch 2031 | loss: 0.0312036 | val_loss: 0.0311992 | Time: 5152.76 ms [2021-09-28 07:26:10 main:574] : INFO : Epoch 2032 | loss: 0.0312037 | val_loss: 0.0311998 | Time: 5220.43 ms [2021-09-28 07:26:16 main:574] : INFO : Epoch 2033 | loss: 0.0312034 | val_loss: 0.031199 | Time: 5179.06 ms [2021-09-28 07:26:20 main:574] : INFO : Epoch 2034 | loss: 0.0312036 | val_loss: 0.0311987 | Time: 4846.55 ms [2021-09-28 07:26:25 main:574] : INFO : Epoch 2035 | loss: 0.0312047 | val_loss: 0.0311994 | Time: 4751.54 ms [2021-09-28 07:26:30 main:574] : INFO : Epoch 2036 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 4672.84 ms [2021-09-28 07:26:35 main:574] : INFO : Epoch 2037 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 4865.03 ms [2021-09-28 07:26:40 main:574] : INFO : Epoch 2038 | loss: 0.031204 | val_loss: 0.0311999 | Time: 4783.65 ms [2021-09-28 07:26:44 main:574] : INFO : Epoch 2039 | loss: 0.0312056 | val_loss: 0.0312035 | Time: 4777.75 ms [2021-09-28 07:26:49 main:574] : INFO : Epoch 2040 | loss: 0.031204 | val_loss: 0.0311993 | Time: 4676.17 ms [2021-09-28 07:26:54 main:574] : INFO : Epoch 2041 | loss: 0.0312059 | val_loss: 0.0311999 | Time: 4710.72 ms [2021-09-28 07:26:59 main:574] : INFO : Epoch 2042 | loss: 0.0312028 | val_loss: 0.0311993 | Time: 4731.18 ms [2021-09-28 07:27:03 main:574] : INFO : Epoch 2043 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 4893.57 ms [2021-09-28 07:27:08 main:574] : INFO : Epoch 2044 | loss: 0.0312046 | val_loss: 0.031208 | Time: 4938.22 ms [2021-09-28 07:27:13 main:574] : INFO : Epoch 2045 | loss: 0.0312048 | val_loss: 0.0311996 | Time: 4867.57 ms [2021-09-28 07:27:19 main:574] : INFO : Epoch 2046 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 5316.27 ms [2021-09-28 07:27:23 main:574] : INFO : Epoch 2047 | loss: 0.0312038 | val_loss: 0.0312021 | Time: 4910.04 ms [2021-09-28 07:27:28 main:574] : INFO : Epoch 2048 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 4856.66 ms [2021-09-28 07:27:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312037 [2021-09-28 07:27:28 main:603] : INFO : Saving end state to config to file [2021-09-28 07:27:28 main:608] : INFO : Success, exiting.. 07:27:28 (14188): 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)