Task 5178527
| Name | ParityModified-1619235210-619-1_2 |
| Workunit | 3072067 |
| Created | 12 May 2021, 1:11:30 UTC |
| Sent | 12 May 2021, 6:11:48 UTC |
| Report deadline | 19 May 2021, 6:11:48 UTC |
| Received | 12 May 2021, 10:03:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 16 sec |
| CPU time | 2 hours 39 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 04:21:04 main:574] : INFO : Epoch 1542 | loss: 0.0311694 | val_loss: 0.0311955 | Time: 4953.68 ms [2021-05-12 04:21:09 main:574] : INFO : Epoch 1543 | loss: 0.0311687 | val_loss: 0.0311958 | Time: 4821.86 ms [2021-05-12 04:21:13 main:574] : INFO : Epoch 1544 | loss: 0.0311697 | val_loss: 0.0311949 | Time: 4718.01 ms [2021-05-12 04:21:18 main:574] : INFO : Epoch 1545 | loss: 0.0311709 | val_loss: 0.0311961 | Time: 4858.02 ms [2021-05-12 04:21:23 main:574] : INFO : Epoch 1546 | loss: 0.0311693 | val_loss: 0.0311946 | Time: 4909.05 ms [2021-05-12 04:21:28 main:574] : INFO : Epoch 1547 | loss: 0.0311693 | val_loss: 0.0311952 | Time: 4766.42 ms [2021-05-12 04:21:33 main:574] : INFO : Epoch 1548 | loss: 0.0311702 | val_loss: 0.0311977 | Time: 4795.21 ms [2021-05-12 04:21:38 main:574] : INFO : Epoch 1549 | loss: 0.031169 | val_loss: 0.0311957 | Time: 4742.72 ms [2021-05-12 04:21:43 main:574] : INFO : Epoch 1550 | loss: 0.0311683 | val_loss: 0.0312045 | Time: 4785.98 ms [2021-05-12 04:21:48 main:574] : INFO : Epoch 1551 | loss: 0.0311682 | val_loss: 0.0311921 | Time: 4742.36 ms [2021-05-12 04:21:52 main:574] : INFO : Epoch 1552 | loss: 0.0311693 | val_loss: 0.0312002 | Time: 4693.94 ms [2021-05-12 04:21:57 main:574] : INFO : Epoch 1553 | loss: 0.031168 | val_loss: 0.031195 | Time: 4810.42 ms [2021-05-12 04:22:02 main:574] : INFO : Epoch 1554 | loss: 0.0311748 | val_loss: 0.0311904 | Time: 4886.27 ms [2021-05-12 04:22:07 main:574] : INFO : Epoch 1555 | loss: 0.0311761 | val_loss: 0.0311937 | Time: 4679.83 ms [2021-05-12 04:22:12 main:574] : INFO : Epoch 1556 | loss: 0.031174 | val_loss: 0.0311968 | Time: 4829.52 ms [2021-05-12 04:22:17 main:574] : INFO : Epoch 1557 | loss: 0.0311732 | val_loss: 0.0311935 | Time: 4823.38 ms [2021-05-12 04:22:22 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0311951 | Time: 4879.67 ms [2021-05-12 04:22:27 main:574] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.0311921 | Time: 4841.32 ms [2021-05-12 04:22:31 main:574] : INFO : Epoch 1560 | loss: 0.0311721 | val_loss: 0.0311914 | Time: 4864.25 ms [2021-05-12 04:22:36 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311919 | Time: 4866.95 ms [2021-05-12 04:22:41 main:574] : INFO : Epoch 1562 | loss: 0.031181 | val_loss: 0.0311891 | Time: 4819.42 ms [2021-05-12 04:22:46 main:574] : INFO : Epoch 1563 | loss: 0.0311798 | val_loss: 0.0311873 | Time: 5033.49 ms [2021-05-12 04:22:51 main:574] : INFO : Epoch 1564 | loss: 0.0311788 | val_loss: 0.0311891 | Time: 4703.34 ms [2021-05-12 04:22:56 main:574] : INFO : Epoch 1565 | loss: 0.0311779 | val_loss: 0.0311889 | Time: 4979 ms [2021-05-12 04:23:01 main:574] : INFO : Epoch 1566 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 4753.43 ms [2021-05-12 04:23:06 main:574] : INFO : Epoch 1567 | loss: 0.0311764 | val_loss: 0.031191 | Time: 4931.06 ms [2021-05-12 04:23:11 main:574] : INFO : Epoch 1568 | loss: 0.0311743 | val_loss: 0.0311919 | Time: 4857.8 ms [2021-05-12 04:23:16 main:574] : INFO : Epoch 1569 | loss: 0.0311759 | val_loss: 0.0311927 | Time: 4848.6 ms [2021-05-12 04:23:20 main:574] : INFO : Epoch 1570 | loss: 0.0311741 | val_loss: 0.0311896 | Time: 4784.22 ms [2021-05-12 04:23:25 main:574] : INFO : Epoch 1571 | loss: 0.0311738 | val_loss: 0.0311932 | Time: 4862.66 ms [2021-05-12 04:23:30 main:574] : INFO : Epoch 1572 | loss: 0.0311733 | val_loss: 0.0311927 | Time: 4775.75 ms [2021-05-12 04:23:35 main:574] : INFO : Epoch 1573 | loss: 0.0311744 | val_loss: 0.03119 | Time: 4787.69 ms [2021-05-12 04:23:40 main:574] : INFO : Epoch 1574 | loss: 0.031173 | val_loss: 0.031192 | Time: 4758.92 ms [2021-05-12 04:23:45 main:574] : INFO : Epoch 1575 | loss: 0.0311733 | val_loss: 0.0311962 | Time: 4934.09 ms [2021-05-12 04:23:50 main:574] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311951 | Time: 4778.4 ms [2021-05-12 04:23:55 main:574] : INFO : Epoch 1577 | loss: 0.0311718 | val_loss: 0.0311925 | Time: 4973.64 ms [2021-05-12 04:23:59 main:574] : INFO : Epoch 1578 | loss: 0.0311727 | val_loss: 0.0311976 | Time: 4762.7 ms [2021-05-12 04:24:04 main:574] : INFO : Epoch 1579 | loss: 0.0311705 | val_loss: 0.0311937 | Time: 4814.18 ms [2021-05-12 04:24:09 main:574] : INFO : Epoch 1580 | loss: 0.0311703 | val_loss: 0.0311938 | Time: 4818.32 ms [2021-05-12 04:24:14 main:574] : INFO : Epoch 1581 | loss: 0.0311726 | val_loss: 0.031193 | Time: 4745.47 ms [2021-05-12 04:24:19 main:574] : INFO : Epoch 1582 | loss: 0.031172 | val_loss: 0.0311971 | Time: 4988.46 ms [2021-05-12 04:24:24 main:574] : INFO : Epoch 1583 | loss: 0.0311711 | val_loss: 0.031192 | Time: 4900.9 ms [2021-05-12 04:24:29 main:574] : INFO : Epoch 1584 | loss: 0.0311728 | val_loss: 0.0311994 | Time: 4835.76 ms [2021-05-12 04:24:34 main:574] : INFO : Epoch 1585 | loss: 0.0311745 | val_loss: 0.0312 | Time: 4865.64 ms [2021-05-12 04:24:39 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311939 | Time: 4919.84 ms [2021-05-12 04:24:45 main:574] : INFO : Epoch 1587 | loss: 0.0311734 | val_loss: 0.0311917 | Time: 5193.75 ms [2021-05-12 04:24:50 main:574] : INFO : Epoch 1588 | loss: 0.0311739 | val_loss: 0.0311941 | Time: 5543.49 ms [2021-05-12 04:24:56 main:574] : INFO : Epoch 1589 | loss: 0.0311715 | val_loss: 0.0311942 | Time: 5496.77 ms [2021-05-12 04:25:01 main:574] : INFO : Epoch 1590 | loss: 0.0311711 | val_loss: 0.0311981 | Time: 5291.45 ms [2021-05-12 04:25:07 main:574] : INFO : Epoch 1591 | loss: 0.0311714 | val_loss: 0.0311915 | Time: 5621.51 ms [2021-05-12 04:25:12 main:574] : INFO : Epoch 1592 | loss: 0.0311688 | val_loss: 0.0311921 | Time: 5341.52 ms [2021-05-12 04:25:17 main:574] : INFO : Epoch 1593 | loss: 0.0311678 | val_loss: 0.0311941 | Time: 4862.82 ms [2021-05-12 04:25:22 main:574] : INFO : Epoch 1594 | loss: 0.0311684 | val_loss: 0.031198 | Time: 4856.91 ms [2021-05-12 04:25:27 main:574] : INFO : Epoch 1595 | loss: 0.0311706 | val_loss: 0.0311891 | Time: 4832.35 ms [2021-05-12 04:25:32 main:574] : INFO : Epoch 1596 | loss: 0.0311698 | val_loss: 0.0311958 | Time: 4866.65 ms [2021-05-12 04:25:37 main:574] : INFO : Epoch 1597 | loss: 0.0311692 | val_loss: 0.0311923 | Time: 4739.37 ms [2021-05-12 04:25:42 main:574] : INFO : Epoch 1598 | loss: 0.0311686 | val_loss: 0.0311937 | Time: 4858.9 ms [2021-05-12 04:25:47 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311966 | Time: 4829.31 ms [2021-05-12 04:25:51 main:574] : INFO : Epoch 1600 | loss: 0.0311772 | val_loss: 0.0311999 | Time: 4808.81 ms [2021-05-12 04:25:57 main:574] : INFO : Epoch 1601 | loss: 0.0311806 | val_loss: 0.0311953 | Time: 5278.64 ms [2021-05-12 04:26:02 main:574] : INFO : Epoch 1602 | loss: 0.0311779 | val_loss: 0.0311927 | Time: 5180.36 ms [2021-05-12 04:26:07 main:574] : INFO : Epoch 1603 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 4708.57 ms [2021-05-12 04:26:12 main:574] : INFO : Epoch 1604 | loss: 0.0311736 | val_loss: 0.0311876 | Time: 4752.44 ms [2021-05-12 04:26:16 main:574] : INFO : Epoch 1605 | loss: 0.0311757 | val_loss: 0.031189 | Time: 4762.25 ms [2021-05-12 04:26:21 main:574] : INFO : Epoch 1606 | loss: 0.0311756 | val_loss: 0.0311913 | Time: 4915.34 ms [2021-05-12 04:26:26 main:574] : INFO : Epoch 1607 | loss: 0.0311729 | val_loss: 0.031188 | Time: 4858.41 ms [2021-05-12 04:26:31 main:574] : INFO : Epoch 1608 | loss: 0.0311709 | val_loss: 0.0311907 | Time: 4795.46 ms [2021-05-12 04:26:36 main:574] : INFO : Epoch 1609 | loss: 0.031172 | val_loss: 0.0311894 | Time: 4777.34 ms [2021-05-12 04:26:41 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311914 | Time: 4777.57 ms [2021-05-12 04:26:46 main:574] : INFO : Epoch 1611 | loss: 0.03117 | val_loss: 0.0311918 | Time: 4698.3 ms [2021-05-12 04:26:51 main:574] : INFO : Epoch 1612 | loss: 0.0311691 | val_loss: 0.0311903 | Time: 4798.88 ms [2021-05-12 04:26:55 main:574] : INFO : Epoch 1613 | loss: 0.0311691 | val_loss: 0.0311939 | Time: 4879.87 ms [2021-05-12 04:27:00 main:574] : INFO : Epoch 1614 | loss: 0.0311697 | val_loss: 0.0311909 | Time: 4788.11 ms [2021-05-12 04:27:05 main:574] : INFO : Epoch 1615 | loss: 0.0311683 | val_loss: 0.0311921 | Time: 4939.7 ms [2021-05-12 04:27:10 main:574] : INFO : Epoch 1616 | loss: 0.0311678 | val_loss: 0.0311916 | Time: 4805.52 ms [2021-05-12 04:27:15 main:574] : INFO : Epoch 1617 | loss: 0.0311676 | val_loss: 0.0311941 | Time: 4865.1 ms [2021-05-12 04:27:20 main:574] : INFO : Epoch 1618 | loss: 0.0311684 | val_loss: 0.0311954 | Time: 4794.58 ms [2021-05-12 04:27:25 main:574] : INFO : Epoch 1619 | loss: 0.031168 | val_loss: 0.0311939 | Time: 4813.96 ms [2021-05-12 04:27:30 main:574] : INFO : Epoch 1620 | loss: 0.0311665 | val_loss: 0.0311936 | Time: 4744.4 ms [2021-05-12 04:27:35 main:574] : INFO : Epoch 1621 | loss: 0.0311681 | val_loss: 0.0311998 | Time: 4886.44 ms [2021-05-12 04:27:39 main:574] : INFO : Epoch 1622 | loss: 0.0311691 | val_loss: 0.0311966 | Time: 4718.24 ms [2021-05-12 04:27:44 main:574] : INFO : Epoch 1623 | loss: 0.03117 | val_loss: 0.031195 | Time: 4783.22 ms [2021-05-12 04:27:49 main:574] : INFO : Epoch 1624 | loss: 0.0311692 | val_loss: 0.0311938 | Time: 5051.13 ms [2021-05-12 04:27:54 main:574] : INFO : Epoch 1625 | loss: 0.031167 | val_loss: 0.0312004 | Time: 4664.17 ms [2021-05-12 04:27:59 main:574] : INFO : Epoch 1626 | loss: 0.0311665 | val_loss: 0.0311946 | Time: 4761.71 ms [2021-05-12 04:28:04 main:574] : INFO : Epoch 1627 | loss: 0.0311664 | val_loss: 0.0311938 | Time: 4793.53 ms [2021-05-12 04:28:09 main:574] : INFO : Epoch 1628 | loss: 0.0311663 | val_loss: 0.0311953 | Time: 4884.96 ms [2021-05-12 04:28:14 main:574] : INFO : Epoch 1629 | loss: 0.0311656 | val_loss: 0.0311966 | Time: 4839.14 ms [2021-05-12 04:28:19 main:574] : INFO : Epoch 1630 | loss: 0.0311658 | val_loss: 0.0311959 | Time: 4886.66 ms [2021-05-12 04:28:24 main:574] : INFO : Epoch 1631 | loss: 0.0311656 | val_loss: 0.0311945 | Time: 4967.81 ms [2021-05-12 04:28:29 main:574] : INFO : Epoch 1632 | loss: 0.0311724 | val_loss: 0.0311948 | Time: 4792.69 ms [2021-05-12 04:28:34 main:574] : INFO : Epoch 1633 | loss: 0.0311737 | val_loss: 0.0311923 | Time: 4943.57 ms [2021-05-12 04:28:39 main:574] : INFO : Epoch 1634 | loss: 0.0311726 | val_loss: 0.0311932 | Time: 4948.4 ms [2021-05-12 04:28:43 main:574] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311982 | Time: 4754.52 ms [2021-05-12 04:28:48 main:574] : INFO : Epoch 1636 | loss: 0.0311738 | val_loss: 0.0312005 | Time: 4746.57 ms [2021-05-12 04:28:53 main:574] : INFO : Epoch 1637 | loss: 0.0311711 | val_loss: 0.0311933 | Time: 4914.97 ms [2021-05-12 04:28:58 main:574] : INFO : Epoch 1638 | loss: 0.0311692 | val_loss: 0.0311946 | Time: 4869.48 ms [2021-05-12 04:29:03 main:574] : INFO : Epoch 1639 | loss: 0.0311686 | val_loss: 0.0311984 | Time: 4699.04 ms [2021-05-12 04:29:08 main:574] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311934 | Time: 5001.46 ms [2021-05-12 04:29:13 main:574] : INFO : Epoch 1641 | loss: 0.0311662 | val_loss: 0.0312013 | Time: 4797.25 ms [2021-05-12 04:29:18 main:574] : INFO : Epoch 1642 | loss: 0.0311672 | val_loss: 0.0311953 | Time: 4722.28 ms [2021-05-12 04:29:22 main:574] : INFO : Epoch 1643 | loss: 0.0311671 | val_loss: 0.0311953 | Time: 4701.92 ms [2021-05-12 04:29:27 main:574] : INFO : Epoch 1644 | loss: 0.0311652 | val_loss: 0.0311979 | Time: 4892.74 ms [2021-05-12 04:29:32 main:574] : INFO : Epoch 1645 | loss: 0.0311652 | val_loss: 0.0311984 | Time: 4786.54 ms [2021-05-12 04:29:37 main:574] : INFO : Epoch 1646 | loss: 0.0311669 | val_loss: 0.0311968 | Time: 4724.5 ms [2021-05-12 04:29:42 main:574] : INFO : Epoch 1647 | loss: 0.0311661 | val_loss: 0.0311952 | Time: 4836.71 ms [2021-05-12 04:29:47 main:574] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0312013 | Time: 4746.03 ms [2021-05-12 04:29:52 main:574] : INFO : Epoch 1649 | loss: 0.0311685 | val_loss: 0.0311989 | Time: 4890.51 ms [2021-05-12 04:29:56 main:574] : INFO : Epoch 1650 | loss: 0.0311668 | val_loss: 0.0311975 | Time: 4776.27 ms [2021-05-12 04:30:01 main:574] : INFO : Epoch 1651 | loss: 0.0311669 | val_loss: 0.0311971 | Time: 4749.38 ms [2021-05-12 04:30:06 main:574] : INFO : Epoch 1652 | loss: 0.0311683 | val_loss: 0.031199 | Time: 4874.89 ms [2021-05-12 04:30:11 main:574] : INFO : Epoch 1653 | loss: 0.0311673 | val_loss: 0.031194 | Time: 4896.76 ms [2021-05-12 04:30:16 main:574] : INFO : Epoch 1654 | loss: 0.0311666 | val_loss: 0.0311952 | Time: 4904.65 ms [2021-05-12 04:30:21 main:574] : INFO : Epoch 1655 | loss: 0.0311659 | val_loss: 0.0311967 | Time: 4919.51 ms [2021-05-12 04:30:26 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311965 | Time: 4803.23 ms [2021-05-12 04:30:31 main:574] : INFO : Epoch 1657 | loss: 0.0311645 | val_loss: 0.0311989 | Time: 4788.92 ms [2021-05-12 04:30:36 main:574] : INFO : Epoch 1658 | loss: 0.0311655 | val_loss: 0.0311977 | Time: 4753.06 ms [2021-05-12 04:30:41 main:574] : INFO : Epoch 1659 | loss: 0.0311643 | val_loss: 0.0312 | Time: 4792.89 ms [2021-05-12 04:30:45 main:574] : INFO : Epoch 1660 | loss: 0.0311686 | val_loss: 0.0312014 | Time: 4819.57 ms [2021-05-12 04:30:50 main:574] : INFO : Epoch 1661 | loss: 0.0311685 | val_loss: 0.0311957 | Time: 4866.25 ms [2021-05-12 04:30:55 main:574] : INFO : Epoch 1662 | loss: 0.031169 | val_loss: 0.0312048 | Time: 4768 ms [2021-05-12 04:31:00 main:574] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311954 | Time: 4687.72 ms [2021-05-12 04:31:05 main:574] : INFO : Epoch 1664 | loss: 0.0311664 | val_loss: 0.0311998 | Time: 4829.91 ms [2021-05-12 04:31:10 main:574] : INFO : Epoch 1665 | loss: 0.0311647 | val_loss: 0.0311976 | Time: 4728.86 ms [2021-05-12 04:31:14 main:574] : INFO : Epoch 1666 | loss: 0.0311669 | val_loss: 0.0312003 | Time: 4806.84 ms [2021-05-12 04:31:19 main:574] : INFO : Epoch 1667 | loss: 0.0311652 | val_loss: 0.0311938 | Time: 4748.89 ms [2021-05-12 04:31:24 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0312013 | Time: 4863.31 ms [2021-05-12 04:31:29 main:574] : INFO : Epoch 1669 | loss: 0.0311631 | val_loss: 0.0311961 | Time: 4795.93 ms [2021-05-12 04:31:34 main:574] : INFO : Epoch 1670 | loss: 0.0311634 | val_loss: 0.0312001 | Time: 4818.52 ms [2021-05-12 04:31:39 main:574] : INFO : Epoch 1671 | loss: 0.031166 | val_loss: 0.0312016 | Time: 4754.96 ms [2021-05-12 04:31:44 main:574] : INFO : Epoch 1672 | loss: 0.0311649 | val_loss: 0.0311947 | Time: 4916.77 ms [2021-05-12 04:31:48 main:574] : INFO : Epoch 1673 | loss: 0.0311669 | val_loss: 0.0311924 | Time: 4740.99 ms [2021-05-12 04:31:53 main:574] : INFO : Epoch 1674 | loss: 0.0311683 | val_loss: 0.0312054 | Time: 4799.95 ms [2021-05-12 04:31:58 main:574] : INFO : Epoch 1675 | loss: 0.0311651 | val_loss: 0.0311968 | Time: 4836.41 ms [2021-05-12 04:32:03 main:574] : INFO : Epoch 1676 | loss: 0.0311644 | val_loss: 0.0311995 | Time: 4672.52 ms [2021-05-12 04:32:08 main:574] : INFO : Epoch 1677 | loss: 0.0311632 | val_loss: 0.0311965 | Time: 4912.36 ms [2021-05-12 04:32:13 main:574] : INFO : Epoch 1678 | loss: 0.0311628 | val_loss: 0.0311977 | Time: 4824.95 ms [2021-05-12 04:32:18 main:574] : INFO : Epoch 1679 | loss: 0.0311623 | val_loss: 0.0312016 | Time: 4781.38 ms [2021-05-12 04:32:23 main:574] : INFO : Epoch 1680 | loss: 0.0311634 | val_loss: 0.0311954 | Time: 4899.22 ms [2021-05-12 04:32:27 main:574] : INFO : Epoch 1681 | loss: 0.031163 | val_loss: 0.0312005 | Time: 4892.46 ms [2021-05-12 04:32:32 main:574] : INFO : Epoch 1682 | loss: 0.0311638 | val_loss: 0.0311958 | Time: 4838.49 ms [2021-05-12 04:32:37 main:574] : INFO : Epoch 1683 | loss: 0.0311645 | val_loss: 0.0312028 | Time: 4946.44 ms [2021-05-12 04:32:42 main:574] : INFO : Epoch 1684 | loss: 0.0311617 | val_loss: 0.0312004 | Time: 4811.96 ms [2021-05-12 04:32:47 main:574] : INFO : Epoch 1685 | loss: 0.0311621 | val_loss: 0.0312001 | Time: 4851.39 ms [2021-05-12 04:32:52 main:574] : INFO : Epoch 1686 | loss: 0.0311626 | val_loss: 0.0312013 | Time: 4911.25 ms [2021-05-12 04:32:57 main:574] : INFO : Epoch 1687 | loss: 0.0311621 | val_loss: 0.0311996 | Time: 4732.97 ms [2021-05-12 04:33:02 main:574] : INFO : Epoch 1688 | loss: 0.0311631 | val_loss: 0.0312026 | Time: 4689.89 ms [2021-05-12 04:33:07 main:574] : INFO : Epoch 1689 | loss: 0.0311632 | val_loss: 0.0312059 | Time: 4706.95 ms [2021-05-12 04:33:11 main:574] : INFO : Epoch 1690 | loss: 0.0311676 | val_loss: 0.0311993 | Time: 4808.63 ms [2021-05-12 04:33:16 main:574] : INFO : Epoch 1691 | loss: 0.031164 | val_loss: 0.0311993 | Time: 4759.73 ms [2021-05-12 04:33:21 main:574] : INFO : Epoch 1692 | loss: 0.031164 | val_loss: 0.031198 | Time: 4861.4 ms [2021-05-12 04:33:26 main:574] : INFO : Epoch 1693 | loss: 0.0311636 | val_loss: 0.0311955 | Time: 4900.31 ms [2021-05-12 04:33:31 main:574] : INFO : Epoch 1694 | loss: 0.0311706 | val_loss: 0.0311965 | Time: 5089.69 ms [2021-05-12 04:33:36 main:574] : INFO : Epoch 1695 | loss: 0.0311707 | val_loss: 0.0311941 | Time: 4869.44 ms [2021-05-12 04:33:41 main:574] : INFO : Epoch 1696 | loss: 0.0311702 | val_loss: 0.0311942 | Time: 4995.48 ms [2021-05-12 04:33:46 main:574] : INFO : Epoch 1697 | loss: 0.0311701 | val_loss: 0.0311988 | Time: 4953.07 ms [2021-05-12 04:33:51 main:574] : INFO : Epoch 1698 | loss: 0.0311684 | val_loss: 0.0311989 | Time: 4905.68 ms [2021-05-12 04:33:56 main:574] : INFO : Epoch 1699 | loss: 0.031167 | val_loss: 0.0311952 | Time: 4820.84 ms [2021-05-12 04:34:01 main:574] : INFO : Epoch 1700 | loss: 0.031169 | val_loss: 0.0311968 | Time: 4817.56 ms [2021-05-12 04:34:06 main:574] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311976 | Time: 4996.98 ms [2021-05-12 04:34:11 main:574] : INFO : Epoch 1702 | loss: 0.0311647 | val_loss: 0.0311999 | Time: 4673.29 ms [2021-05-12 04:34:16 main:574] : INFO : Epoch 1703 | loss: 0.0311645 | val_loss: 0.0311961 | Time: 4901.96 ms [2021-05-12 04:34:21 main:574] : INFO : Epoch 1704 | loss: 0.0311649 | val_loss: 0.0311965 | Time: 4824.37 ms [2021-05-12 04:34:26 main:574] : INFO : Epoch 1705 | loss: 0.0311654 | val_loss: 0.0311972 | Time: 4926.93 ms [2021-05-12 04:34:31 main:574] : INFO : Epoch 1706 | loss: 0.0311659 | val_loss: 0.0311992 | Time: 4905.98 ms [2021-05-12 04:34:35 main:574] : INFO : Epoch 1707 | loss: 0.0311642 | val_loss: 0.0311952 | Time: 4774.55 ms [2021-05-12 04:34:40 main:574] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.0312026 | Time: 4920.14 ms [2021-05-12 04:34:45 main:574] : INFO : Epoch 1709 | loss: 0.0311632 | val_loss: 0.031201 | Time: 4932.45 ms [2021-05-12 04:34:50 main:574] : INFO : Epoch 1710 | loss: 0.031163 | val_loss: 0.0311973 | Time: 4860.71 ms [2021-05-12 04:34:55 main:574] : INFO : Epoch 1711 | loss: 0.031164 | val_loss: 0.0311942 | Time: 4700.1 ms [2021-05-12 04:35:00 main:574] : INFO : Epoch 1712 | loss: 0.0311653 | val_loss: 0.0312079 | Time: 4778.77 ms [2021-05-12 04:35:05 main:574] : INFO : Epoch 1713 | loss: 0.0311649 | val_loss: 0.0311976 | Time: 4862.67 ms [2021-05-12 04:35:10 main:574] : INFO : Epoch 1714 | loss: 0.0311678 | val_loss: 0.031197 | Time: 4899.78 ms [2021-05-12 04:35:15 main:574] : INFO : Epoch 1715 | loss: 0.0311758 | val_loss: 0.0311912 | Time: 4868.3 ms [2021-05-12 04:35:20 main:574] : INFO : Epoch 1716 | loss: 0.0311749 | val_loss: 0.0311949 | Time: 4945.91 ms [2021-05-12 04:35:25 main:574] : INFO : Epoch 1717 | loss: 0.0311746 | val_loss: 0.0311943 | Time: 4860.1 ms [2021-05-12 04:35:30 main:574] : INFO : Epoch 1718 | loss: 0.031176 | val_loss: 0.0311952 | Time: 4967.62 ms [2021-05-12 04:35:34 main:574] : INFO : Epoch 1719 | loss: 0.0311735 | val_loss: 0.0311969 | Time: 4841.43 ms [2021-05-12 04:35:39 main:574] : INFO : Epoch 1720 | loss: 0.0311705 | val_loss: 0.0311934 | Time: 4832.04 ms [2021-05-12 04:35:44 main:574] : INFO : Epoch 1721 | loss: 0.0311711 | val_loss: 0.0311916 | Time: 4680.91 ms [2021-05-12 04:35:49 main:574] : INFO : Epoch 1722 | loss: 0.0311705 | val_loss: 0.0311944 | Time: 4865.55 ms [2021-05-12 04:35:54 main:574] : INFO : Epoch 1723 | loss: 0.0311697 | val_loss: 0.0311922 | Time: 4804.32 ms [2021-05-12 04:35:59 main:574] : INFO : Epoch 1724 | loss: 0.0311694 | val_loss: 0.0311929 | Time: 4694.52 ms [2021-05-12 04:36:03 main:574] : INFO : Epoch 1725 | loss: 0.0311676 | val_loss: 0.0311958 | Time: 4798.53 ms [2021-05-12 04:36:08 main:574] : INFO : Epoch 1726 | loss: 0.0311669 | val_loss: 0.0311974 | Time: 4895.47 ms [2021-05-12 04:36:13 main:574] : INFO : Epoch 1727 | loss: 0.031168 | val_loss: 0.0311999 | Time: 4812.86 ms [2021-05-12 04:36:18 main:574] : INFO : Epoch 1728 | loss: 0.0311676 | val_loss: 0.0311948 | Time: 4765.59 ms [2021-05-12 04:36:23 main:574] : INFO : Epoch 1729 | loss: 0.0311676 | val_loss: 0.0311923 | Time: 4776.66 ms [2021-05-12 04:36:28 main:574] : INFO : Epoch 1730 | loss: 0.0311698 | val_loss: 0.0311922 | Time: 4879.58 ms [2021-05-12 04:36:33 main:574] : INFO : Epoch 1731 | loss: 0.0311694 | val_loss: 0.0312053 | Time: 4863.17 ms [2021-05-12 04:36:38 main:574] : INFO : Epoch 1732 | loss: 0.0311685 | val_loss: 0.0311985 | Time: 4839.1 ms [2021-05-12 04:36:43 main:574] : INFO : Epoch 1733 | loss: 0.0311695 | val_loss: 0.0311932 | Time: 4910 ms [2021-05-12 04:36:48 main:574] : INFO : Epoch 1734 | loss: 0.0311686 | val_loss: 0.0311984 | Time: 4826.87 ms [2021-05-12 04:36:53 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311948 | Time: 4891.66 ms [2021-05-12 04:36:58 main:574] : INFO : Epoch 1736 | loss: 0.0311676 | val_loss: 0.031194 | Time: 4893.6 ms [2021-05-12 04:37:03 main:574] : INFO : Epoch 1737 | loss: 0.0311685 | val_loss: 0.0311948 | Time: 4862.31 ms [2021-05-12 04:37:08 main:574] : INFO : Epoch 1738 | loss: 0.0311686 | val_loss: 0.031195 | Time: 4894.9 ms [2021-05-12 04:37:13 main:574] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311947 | Time: 4857.7 ms [2021-05-12 04:37:17 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311958 | Time: 4773.48 ms [2021-05-12 04:37:22 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311956 | Time: 4896.45 ms [2021-05-12 04:37:27 main:574] : INFO : Epoch 1742 | loss: 0.0311667 | val_loss: 0.0311961 | Time: 4849.15 ms [2021-05-12 04:37:32 main:574] : INFO : Epoch 1743 | loss: 0.031165 | val_loss: 0.0311954 | Time: 4923.97 ms [2021-05-12 04:37:37 main:574] : INFO : Epoch 1744 | loss: 0.0311649 | val_loss: 0.0311947 | Time: 4839.28 ms [2021-05-12 04:37:42 main:574] : INFO : Epoch 1745 | loss: 0.0311648 | val_loss: 0.0311976 | Time: 4993.18 ms [2021-05-12 04:37:47 main:574] : INFO : Epoch 1746 | loss: 0.0311647 | val_loss: 0.0311986 | Time: 4889.93 ms [2021-05-12 04:37:52 main:574] : INFO : Epoch 1747 | loss: 0.0311635 | val_loss: 0.0311939 | Time: 4850.68 ms [2021-05-12 04:37:57 main:574] : INFO : Epoch 1748 | loss: 0.031163 | val_loss: 0.0311999 | Time: 4725.02 ms [2021-05-12 04:38:02 main:574] : INFO : Epoch 1749 | loss: 0.0311631 | val_loss: 0.0311979 | Time: 4804.37 ms [2021-05-12 04:38:06 main:574] : INFO : Epoch 1750 | loss: 0.0311648 | val_loss: 0.0311968 | Time: 4643.18 ms [2021-05-12 04:38:11 main:574] : INFO : Epoch 1751 | loss: 0.0311634 | val_loss: 0.0311933 | Time: 4854.12 ms [2021-05-12 04:38:16 main:574] : INFO : Epoch 1752 | loss: 0.0311742 | val_loss: 0.0312105 | Time: 4810.69 ms [2021-05-12 04:38:21 main:574] : INFO : Epoch 1753 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 4676.98 ms [2021-05-12 04:38:26 main:574] : INFO : Epoch 1754 | loss: 0.0312078 | val_loss: 0.0312455 | Time: 4819 ms [2021-05-12 04:38:31 main:574] : INFO : Epoch 1755 | loss: 0.0316317 | val_loss: 0.0324787 | Time: 4804.5 ms [2021-05-12 04:38:35 main:574] : INFO : Epoch 1756 | loss: 0.031887 | val_loss: 0.0319355 | Time: 4746.44 ms [2021-05-12 04:38:40 main:574] : INFO : Epoch 1757 | loss: 0.0315336 | val_loss: 0.0312883 | Time: 4828.32 ms [2021-05-12 04:38:45 main:574] : INFO : Epoch 1758 | loss: 0.0312537 | val_loss: 0.0312133 | Time: 4817.06 ms [2021-05-12 04:38:50 main:574] : INFO : Epoch 1759 | loss: 0.0312038 | val_loss: 0.031199 | Time: 4688.12 ms [2021-05-12 04:38:55 main:574] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 4778.06 ms [2021-05-12 04:38:59 main:574] : INFO : Epoch 1761 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 4718.76 ms [2021-05-12 04:39:04 main:574] : INFO : Epoch 1762 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 4788.13 ms [2021-05-12 04:39:09 main:574] : INFO : Epoch 1763 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 4790.31 ms [2021-05-12 04:39:14 main:574] : INFO : Epoch 1764 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 4803.16 ms [2021-05-12 04:39:19 main:574] : INFO : Epoch 1765 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 4811.33 ms [2021-05-12 04:39:24 main:574] : INFO : Epoch 1766 | loss: 0.031183 | val_loss: 0.0311874 | Time: 4792.55 ms [2021-05-12 04:39:29 main:574] : INFO : Epoch 1767 | loss: 0.031184 | val_loss: 0.0311908 | Time: 4858.7 ms [2021-05-12 04:39:33 main:574] : INFO : Epoch 1768 | loss: 0.0311876 | val_loss: 0.0311888 | Time: 4743.88 ms [2021-05-12 04:39:38 main:574] : INFO : Epoch 1769 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 4841.63 ms [2021-05-12 04:39:43 main:574] : INFO : Epoch 1770 | loss: 0.0311811 | val_loss: 0.031191 | Time: 4778.04 ms [2021-05-12 04:39:48 main:574] : INFO : Epoch 1771 | loss: 0.031183 | val_loss: 0.0311872 | Time: 4923.68 ms [2021-05-12 04:39:53 main:574] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 4831 ms [2021-05-12 04:39:58 main:574] : INFO : Epoch 1773 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 4803.52 ms [2021-05-12 04:40:03 main:574] : INFO : Epoch 1774 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 4661.37 ms [2021-05-12 04:40:08 main:574] : INFO : Epoch 1775 | loss: 0.0311807 | val_loss: 0.0311928 | Time: 4845.33 ms [2021-05-12 04:40:12 main:574] : INFO : Epoch 1776 | loss: 0.0311803 | val_loss: 0.0311864 | Time: 4723.77 ms [2021-05-12 04:40:17 main:574] : INFO : Epoch 1777 | loss: 0.0311802 | val_loss: 0.0311868 | Time: 4962 ms [2021-05-12 04:40:22 main:574] : INFO : Epoch 1778 | loss: 0.0311796 | val_loss: 0.0311892 | Time: 4809.98 ms [2021-05-12 04:40:27 main:574] : INFO : Epoch 1779 | loss: 0.0311785 | val_loss: 0.0311874 | Time: 4881.08 ms [2021-05-12 04:40:32 main:574] : INFO : Epoch 1780 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 4820.46 ms [2021-05-12 04:40:37 main:574] : INFO : Epoch 1781 | loss: 0.031179 | val_loss: 0.0311858 | Time: 4939.88 ms [2021-05-12 04:40:42 main:574] : INFO : Epoch 1782 | loss: 0.0311796 | val_loss: 0.0311866 | Time: 4799.63 ms [2021-05-12 04:40:47 main:574] : INFO : Epoch 1783 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 4963.9 ms [2021-05-12 04:40:52 main:574] : INFO : Epoch 1784 | loss: 0.0311783 | val_loss: 0.0311869 | Time: 4651.81 ms [2021-05-12 04:40:57 main:574] : INFO : Epoch 1785 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 5201.75 ms [2021-05-12 04:41:02 main:574] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.0311853 | Time: 5188.77 ms [2021-05-12 04:41:07 main:574] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.031186 | Time: 4746.58 ms [2021-05-12 04:41:12 main:574] : INFO : Epoch 1788 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 4814.99 ms [2021-05-12 04:41:17 main:574] : INFO : Epoch 1789 | loss: 0.031177 | val_loss: 0.0311857 | Time: 5087.88 ms [2021-05-12 04:41:22 main:574] : INFO : Epoch 1790 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 4842.4 ms [2021-05-12 04:41:27 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.0311853 | Time: 4870.55 ms [2021-05-12 04:41:32 main:574] : INFO : Epoch 1792 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 4766.61 ms [2021-05-12 04:41:37 main:574] : INFO : Epoch 1793 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 4824.57 ms [2021-05-12 04:41:42 main:574] : INFO : Epoch 1794 | loss: 0.0311763 | val_loss: 0.0311862 | Time: 4948.2 ms [2021-05-12 04:41:46 main:574] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 4808.12 ms [2021-05-12 04:41:51 main:574] : INFO : Epoch 1796 | loss: 0.0311777 | val_loss: 0.0311888 | Time: 4868.39 ms [2021-05-12 04:41:56 main:574] : INFO : Epoch 1797 | loss: 0.0311763 | val_loss: 0.0311875 | Time: 4834.14 ms [2021-05-12 04:42:01 main:574] : INFO : Epoch 1798 | loss: 0.0311762 | val_loss: 0.0311872 | Time: 4772.34 ms [2021-05-12 04:42:06 main:574] : INFO : Epoch 1799 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 4664.62 ms [2021-05-12 04:42:11 main:574] : INFO : Epoch 1800 | loss: 0.0311759 | val_loss: 0.0311865 | Time: 4782.14 ms [2021-05-12 04:42:15 main:574] : INFO : Epoch 1801 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 4777.36 ms [2021-05-12 04:42:20 main:574] : INFO : Epoch 1802 | loss: 0.0311764 | val_loss: 0.031187 | Time: 4848.51 ms [2021-05-12 04:42:25 main:574] : INFO : Epoch 1803 | loss: 0.031178 | val_loss: 0.0311837 | Time: 4833.75 ms [2021-05-12 04:42:30 main:574] : INFO : Epoch 1804 | loss: 0.0311776 | val_loss: 0.031188 | Time: 4762.89 ms [2021-05-12 04:42:35 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 4888.2 ms [2021-05-12 04:42:40 main:574] : INFO : Epoch 1806 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 4795.9 ms [2021-05-12 04:42:45 main:574] : INFO : Epoch 1807 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 4781.17 ms [2021-05-12 04:42:50 main:574] : INFO : Epoch 1808 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 4693.56 ms [2021-05-12 04:42:54 main:574] : INFO : Epoch 1809 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 4726.18 ms [2021-05-12 04:42:59 main:574] : INFO : Epoch 1810 | loss: 0.0311773 | val_loss: 0.031185 | Time: 4729.14 ms [2021-05-12 04:43:04 main:574] : INFO : Epoch 1811 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 4671.94 ms [2021-05-12 04:43:09 main:574] : INFO : Epoch 1812 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 4759.63 ms [2021-05-12 04:43:14 main:574] : INFO : Epoch 1813 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 4783.58 ms [2021-05-12 04:43:18 main:574] : INFO : Epoch 1814 | loss: 0.0311777 | val_loss: 0.031184 | Time: 4809.92 ms [2021-05-12 04:43:23 main:574] : INFO : Epoch 1815 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 4851.69 ms [2021-05-12 04:43:28 main:574] : INFO : Epoch 1816 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 4701.94 ms [2021-05-12 04:43:33 main:574] : INFO : Epoch 1817 | loss: 0.0311792 | val_loss: 0.031185 | Time: 4849.13 ms [2021-05-12 04:43:38 main:574] : INFO : Epoch 1818 | loss: 0.0311775 | val_loss: 0.031184 | Time: 4806.9 ms [2021-05-12 04:43:43 main:574] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 4720.6 ms [2021-05-12 04:43:47 main:574] : INFO : Epoch 1820 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 4832.45 ms [2021-05-12 04:43:52 main:574] : INFO : Epoch 1821 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 4776.03 ms [2021-05-12 04:43:57 main:574] : INFO : Epoch 1822 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 4733.09 ms [2021-05-12 04:44:02 main:574] : INFO : Epoch 1823 | loss: 0.0311747 | val_loss: 0.0311833 | Time: 4830 ms [2021-05-12 04:44:07 main:574] : INFO : Epoch 1824 | loss: 0.031174 | val_loss: 0.0311839 | Time: 4726.8 ms [2021-05-12 04:44:12 main:574] : INFO : Epoch 1825 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 4674.11 ms [2021-05-12 04:44:16 main:574] : INFO : Epoch 1826 | loss: 0.031174 | val_loss: 0.0311833 | Time: 4687.08 ms [2021-05-12 04:44:21 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311862 | Time: 4719.12 ms [2021-05-12 04:44:26 main:574] : INFO : Epoch 1828 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 4825.8 ms [2021-05-12 04:44:31 main:574] : INFO : Epoch 1829 | loss: 0.0311731 | val_loss: 0.0311839 | Time: 4806.85 ms [2021-05-12 04:44:36 main:574] : INFO : Epoch 1830 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 4682.58 ms [2021-05-12 04:44:40 main:574] : INFO : Epoch 1831 | loss: 0.031173 | val_loss: 0.0311826 | Time: 4839.17 ms [2021-05-12 04:44:45 main:574] : INFO : Epoch 1832 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 4819.34 ms [2021-05-12 04:44:50 main:574] : INFO : Epoch 1833 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 4794.35 ms [2021-05-12 04:44:55 main:574] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 4796.03 ms [2021-05-12 04:45:00 main:574] : INFO : Epoch 1835 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 4886.35 ms [2021-05-12 04:45:05 main:574] : INFO : Epoch 1836 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 4703.02 ms [2021-05-12 04:45:10 main:574] : INFO : Epoch 1837 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 4782.9 ms [2021-05-12 04:45:14 main:574] : INFO : Epoch 1838 | loss: 0.0311744 | val_loss: 0.031182 | Time: 4763.53 ms [2021-05-12 04:45:19 main:574] : INFO : Epoch 1839 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 4800.69 ms [2021-05-12 04:45:24 main:574] : INFO : Epoch 1840 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 4793.01 ms [2021-05-12 04:45:29 main:574] : INFO : Epoch 1841 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 4809.16 ms [2021-05-12 04:45:34 main:574] : INFO : Epoch 1842 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 4765.11 ms [2021-05-12 04:45:39 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 4858.8 ms [2021-05-12 04:45:44 main:574] : INFO : Epoch 1844 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 4748.75 ms [2021-05-12 04:45:48 main:574] : INFO : Epoch 1845 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 4761.63 ms [2021-05-12 04:45:53 main:574] : INFO : Epoch 1846 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 4839.19 ms [2021-05-12 04:45:58 main:574] : INFO : Epoch 1847 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 4800.49 ms [2021-05-12 04:46:03 main:574] : INFO : Epoch 1848 | loss: 0.0311737 | val_loss: 0.0311855 | Time: 4781.43 ms [2021-05-12 04:46:08 main:574] : INFO : Epoch 1849 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 4930.11 ms [2021-05-12 04:46:13 main:574] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 4807.09 ms [2021-05-12 04:46:18 main:574] : INFO : Epoch 1851 | loss: 0.031175 | val_loss: 0.0311828 | Time: 4835.13 ms [2021-05-12 04:46:23 main:574] : INFO : Epoch 1852 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 5093.73 ms [2021-05-12 04:46:28 main:574] : INFO : Epoch 1853 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 4917.38 ms [2021-05-12 04:46:33 main:574] : INFO : Epoch 1854 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 4710.2 ms [2021-05-12 04:46:38 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 4911.48 ms [2021-05-12 04:46:43 main:574] : INFO : Epoch 1856 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 4914.32 ms [2021-05-12 04:46:48 main:574] : INFO : Epoch 1857 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 4940.27 ms [2021-05-12 04:46:53 main:574] : INFO : Epoch 1858 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 4702.53 ms [2021-05-12 04:46:58 main:574] : INFO : Epoch 1859 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 4778.39 ms [2021-05-12 04:47:03 main:574] : INFO : Epoch 1860 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 4941.71 ms [2021-05-12 04:47:07 main:574] : INFO : Epoch 1861 | loss: 0.0311733 | val_loss: 0.031181 | Time: 4819.67 ms [2021-05-12 04:47:12 main:574] : INFO : Epoch 1862 | loss: 0.0311729 | val_loss: 0.0311842 | Time: 4745.23 ms [2021-05-12 04:47:17 main:574] : INFO : Epoch 1863 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 4727.36 ms [2021-05-12 04:47:22 main:574] : INFO : Epoch 1864 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 4802.67 ms [2021-05-12 04:47:27 main:574] : INFO : Epoch 1865 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 4758.23 ms [2021-05-12 04:47:32 main:574] : INFO : Epoch 1866 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 4785.92 ms [2021-05-12 04:47:36 main:574] : INFO : Epoch 1867 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 4827 ms [2021-05-12 04:47:41 main:574] : INFO : Epoch 1868 | loss: 0.0311703 | val_loss: 0.0311813 | Time: 4759.67 ms [2021-05-12 04:47:46 main:574] : INFO : Epoch 1869 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 4870.44 ms [2021-05-12 04:47:51 main:574] : INFO : Epoch 1870 | loss: 0.0311702 | val_loss: 0.0311838 | Time: 4812.02 ms [2021-05-12 04:47:56 main:574] : INFO : Epoch 1871 | loss: 0.0311696 | val_loss: 0.0311809 | Time: 4887.96 ms [2021-05-12 04:48:01 main:574] : INFO : Epoch 1872 | loss: 0.031169 | val_loss: 0.0311834 | Time: 4940.59 ms [2021-05-12 04:48:06 main:574] : INFO : Epoch 1873 | loss: 0.0311709 | val_loss: 0.0311817 | Time: 4970.74 ms [2021-05-12 04:48:11 main:574] : INFO : Epoch 1874 | loss: 0.0311731 | val_loss: 0.0311819 | Time: 4976.05 ms [2021-05-12 04:48:16 main:574] : INFO : Epoch 1875 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 5024.05 ms [2021-05-12 04:48:21 main:574] : INFO : Epoch 1876 | loss: 0.0311718 | val_loss: 0.0311851 | Time: 4899.45 ms [2021-05-12 04:48:26 main:574] : INFO : Epoch 1877 | loss: 0.0311718 | val_loss: 0.0311819 | Time: 4687.13 ms [2021-05-12 04:48:31 main:574] : INFO : Epoch 1878 | loss: 0.0311703 | val_loss: 0.031182 | Time: 4763.6 ms [2021-05-12 04:48:36 main:574] : INFO : Epoch 1879 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 4953.93 ms [2021-05-12 04:48:41 main:574] : INFO : Epoch 1880 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 4787.27 ms [2021-05-12 04:48:45 main:574] : INFO : Epoch 1881 | loss: 0.031171 | val_loss: 0.0311816 | Time: 4720.89 ms [2021-05-12 04:48:50 main:574] : INFO : Epoch 1882 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 4732.17 ms [2021-05-12 04:48:56 main:574] : INFO : Epoch 1883 | loss: 0.03117 | val_loss: 0.031181 | Time: 5405.9 ms [2021-05-12 04:49:01 main:574] : INFO : Epoch 1884 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 4892.36 ms [2021-05-12 04:49:06 main:574] : INFO : Epoch 1885 | loss: 0.0311689 | val_loss: 0.0311833 | Time: 4830.29 ms [2021-05-12 04:49:10 main:574] : INFO : Epoch 1886 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 4873.11 ms [2021-05-12 04:49:18 main:574] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.0311823 | Time: 4811.32 ms [2021-05-12 04:49:23 main:574] : INFO : Epoch 1888 | loss: 0.031168 | val_loss: 0.031181 | Time: 5009.49 ms [2021-05-12 04:49:28 main:574] : INFO : Epoch 1889 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 4905.81 ms [2021-05-12 04:49:33 main:574] : INFO : Epoch 1890 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 4865.53 ms [2021-05-12 04:49:38 main:574] : INFO : Epoch 1891 | loss: 0.0311704 | val_loss: 0.0311829 | Time: 4763.42 ms [2021-05-12 04:49:43 main:574] : INFO : Epoch 1892 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 4804.29 ms [2021-05-12 04:49:48 main:574] : INFO : Epoch 1893 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 4970.22 ms [2021-05-12 04:49:53 main:574] : INFO : Epoch 1894 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 4784.85 ms [2021-05-12 04:49:58 main:574] : INFO : Epoch 1895 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 4931.25 ms [2021-05-12 04:50:03 main:574] : INFO : Epoch 1896 | loss: 0.0311688 | val_loss: 0.0311857 | Time: 4901.01 ms [2021-05-12 04:50:08 main:574] : INFO : Epoch 1897 | loss: 0.0311755 | val_loss: 0.031184 | Time: 4959.17 ms [2021-05-12 04:50:13 main:574] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 4865.32 ms [2021-05-12 04:50:17 main:574] : INFO : Epoch 1899 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 4911.12 ms [2021-05-12 04:50:22 main:574] : INFO : Epoch 1900 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 4799.73 ms [2021-05-12 04:50:27 main:574] : INFO : Epoch 1901 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 4929.4 ms [2021-05-12 04:50:32 main:574] : INFO : Epoch 1902 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 4798.57 ms [2021-05-12 04:50:37 main:574] : INFO : Epoch 1903 | loss: 0.0311705 | val_loss: 0.031181 | Time: 4910.74 ms [2021-05-12 04:50:42 main:574] : INFO : Epoch 1904 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 4779.34 ms [2021-05-12 04:50:47 main:574] : INFO : Epoch 1905 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 4875.52 ms [2021-05-12 04:50:52 main:574] : INFO : Epoch 1906 | loss: 0.0311699 | val_loss: 0.0311817 | Time: 4803.53 ms [2021-05-12 04:50:57 main:574] : INFO : Epoch 1907 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 5048.94 ms [2021-05-12 04:51:02 main:574] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 4926.05 ms [2021-05-12 04:51:07 main:574] : INFO : Epoch 1909 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 4978.46 ms [2021-05-12 04:51:12 main:574] : INFO : Epoch 1910 | loss: 0.0311687 | val_loss: 0.0311884 | Time: 4912.25 ms [2021-05-12 04:51:17 main:574] : INFO : Epoch 1911 | loss: 0.0311698 | val_loss: 0.031183 | Time: 4982.01 ms [2021-05-12 04:51:22 main:574] : INFO : Epoch 1912 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 4895.09 ms [2021-05-12 04:51:27 main:574] : INFO : Epoch 1913 | loss: 0.0311683 | val_loss: 0.0311858 | Time: 4894.55 ms [2021-05-12 04:51:32 main:574] : INFO : Epoch 1914 | loss: 0.0311673 | val_loss: 0.0311819 | Time: 4983.98 ms [2021-05-12 04:51:37 main:574] : INFO : Epoch 1915 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 4863.55 ms [2021-05-12 04:51:42 main:574] : INFO : Epoch 1916 | loss: 0.0311675 | val_loss: 0.031182 | Time: 4994.02 ms [2021-05-12 04:51:47 main:574] : INFO : Epoch 1917 | loss: 0.0311678 | val_loss: 0.0311856 | Time: 4933.59 ms [2021-05-12 04:51:52 main:574] : INFO : Epoch 1918 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 4940.4 ms [2021-05-12 04:51:57 main:574] : INFO : Epoch 1919 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 4909.18 ms [2021-05-12 04:52:02 main:574] : INFO : Epoch 1920 | loss: 0.0311728 | val_loss: 0.0311886 | Time: 4904.82 ms [2021-05-12 04:52:07 main:574] : INFO : Epoch 1921 | loss: 0.031174 | val_loss: 0.0311836 | Time: 4882.03 ms [2021-05-12 04:52:12 main:574] : INFO : Epoch 1922 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 4914.43 ms [2021-05-12 04:52:17 main:574] : INFO : Epoch 1923 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 4756.2 ms [2021-05-12 04:52:22 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 4825.67 ms [2021-05-12 04:52:27 main:574] : INFO : Epoch 1925 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 4841.26 ms [2021-05-12 04:52:31 main:574] : INFO : Epoch 1926 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 4828.55 ms [2021-05-12 04:52:37 main:574] : INFO : Epoch 1927 | loss: 0.0311684 | val_loss: 0.03118 | Time: 4932.8 ms [2021-05-12 04:52:42 main:574] : INFO : Epoch 1928 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 5062.58 ms [2021-05-12 04:52:47 main:574] : INFO : Epoch 1929 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 5014.87 ms [2021-05-12 04:52:52 main:574] : INFO : Epoch 1930 | loss: 0.0311671 | val_loss: 0.0311814 | Time: 4955.47 ms [2021-05-12 04:52:57 main:574] : INFO : Epoch 1931 | loss: 0.0311683 | val_loss: 0.0311851 | Time: 4901.79 ms [2021-05-12 04:53:02 main:574] : INFO : Epoch 1932 | loss: 0.0311702 | val_loss: 0.0311858 | Time: 4858.83 ms [2021-05-12 04:53:06 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 4800.93 ms [2021-05-12 04:53:12 main:574] : INFO : Epoch 1934 | loss: 0.0311675 | val_loss: 0.0311875 | Time: 5015.07 ms [2021-05-12 04:53:17 main:574] : INFO : Epoch 1935 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 4948.34 ms [2021-05-12 04:53:21 main:574] : INFO : Epoch 1936 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 4806.42 ms [2021-05-12 04:53:26 main:574] : INFO : Epoch 1937 | loss: 0.0311661 | val_loss: 0.0311819 | Time: 4735.56 ms [2021-05-12 04:53:31 main:574] : INFO : Epoch 1938 | loss: 0.031167 | val_loss: 0.0311809 | Time: 4748.41 ms [2021-05-12 04:53:36 main:574] : INFO : Epoch 1939 | loss: 0.0311668 | val_loss: 0.0311819 | Time: 4798.58 ms [2021-05-12 04:53:41 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0311798 | Time: 4740.1 ms [2021-05-12 04:53:46 main:574] : INFO : Epoch 1941 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 4744.99 ms [2021-05-12 04:53:50 main:574] : INFO : Epoch 1942 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 4831.84 ms [2021-05-12 04:53:55 main:574] : INFO : Epoch 1943 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 4923.82 ms [2021-05-12 04:54:00 main:574] : INFO : Epoch 1944 | loss: 0.0311728 | val_loss: 0.031182 | Time: 4820.28 ms [2021-05-12 04:54:05 main:574] : INFO : Epoch 1945 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 4785.88 ms [2021-05-12 04:54:10 main:574] : INFO : Epoch 1946 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 4762.63 ms [2021-05-12 04:54:15 main:574] : INFO : Epoch 1947 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 4784.72 ms [2021-05-12 04:54:20 main:574] : INFO : Epoch 1948 | loss: 0.0312323 | val_loss: 0.0312467 | Time: 4742.61 ms [2021-05-12 04:54:24 main:574] : INFO : Epoch 1949 | loss: 0.031244 | val_loss: 0.031236 | Time: 4831.12 ms [2021-05-12 04:54:29 main:574] : INFO : Epoch 1950 | loss: 0.0312339 | val_loss: 0.0312275 | Time: 4795.06 ms [2021-05-12 04:54:34 main:574] : INFO : Epoch 1951 | loss: 0.03123 | val_loss: 0.0312327 | Time: 4932.79 ms [2021-05-12 04:54:39 main:574] : INFO : Epoch 1952 | loss: 0.0312788 | val_loss: 0.0312775 | Time: 4828.03 ms [2021-05-12 04:54:44 main:574] : INFO : Epoch 1953 | loss: 0.0312558 | val_loss: 0.0312518 | Time: 4867.65 ms [2021-05-12 04:54:49 main:574] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 4873.29 ms [2021-05-12 04:54:54 main:574] : INFO : Epoch 1955 | loss: 0.0312479 | val_loss: 0.031248 | Time: 4811.99 ms [2021-05-12 04:54:59 main:574] : INFO : Epoch 1956 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 4846.43 ms [2021-05-12 04:55:04 main:574] : INFO : Epoch 1957 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 4968.91 ms [2021-05-12 04:55:09 main:574] : INFO : Epoch 1958 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 4947.15 ms [2021-05-12 04:55:14 main:574] : INFO : Epoch 1959 | loss: 0.031247 | val_loss: 0.031247 | Time: 4922.33 ms [2021-05-12 04:55:19 main:574] : INFO : Epoch 1960 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 4949.33 ms [2021-05-12 04:55:24 main:574] : INFO : Epoch 1961 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 4928.91 ms [2021-05-12 04:55:29 main:574] : INFO : Epoch 1962 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 4995.87 ms [2021-05-12 04:55:34 main:574] : INFO : Epoch 1963 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 4987.78 ms [2021-05-12 04:55:39 main:574] : INFO : Epoch 1964 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 4946.53 ms [2021-05-12 04:55:44 main:574] : INFO : Epoch 1965 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 4951.79 ms [2021-05-12 04:55:49 main:574] : INFO : Epoch 1966 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 4882.15 ms [2021-05-12 04:55:55 main:574] : INFO : Epoch 1967 | loss: 0.0312441 | val_loss: 0.031244 | Time: 5210.02 ms [2021-05-12 04:56:00 main:574] : INFO : Epoch 1968 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 5152.34 ms [2021-05-12 04:56:05 main:574] : INFO : Epoch 1969 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 5133.74 ms [2021-05-12 04:56:10 main:574] : INFO : Epoch 1970 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 4854.51 ms [2021-05-12 04:56:15 main:574] : INFO : Epoch 1971 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 4765.37 ms [2021-05-12 04:56:20 main:574] : INFO : Epoch 1972 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 5004.27 ms [2021-05-12 04:56:25 main:574] : INFO : Epoch 1973 | loss: 0.0312408 | val_loss: 0.0312425 | Time: 5036.38 ms [2021-05-12 04:56:30 main:574] : INFO : Epoch 1974 | loss: 0.03124 | val_loss: 0.0312414 | Time: 4903.89 ms [2021-05-12 04:56:35 main:574] : INFO : Epoch 1975 | loss: 0.0312389 | val_loss: 0.0312417 | Time: 4831.9 ms [2021-05-12 04:56:40 main:574] : INFO : Epoch 1976 | loss: 0.0312385 | val_loss: 0.0312423 | Time: 4822.7 ms [2021-05-12 04:56:45 main:574] : INFO : Epoch 1977 | loss: 0.0312386 | val_loss: 0.0312388 | Time: 4955.81 ms [2021-05-12 04:56:50 main:574] : INFO : Epoch 1978 | loss: 0.0312356 | val_loss: 0.0312378 | Time: 4862.84 ms [2021-05-12 04:56:55 main:574] : INFO : Epoch 1979 | loss: 0.0312349 | val_loss: 0.0312404 | Time: 4954.87 ms [2021-05-12 04:57:00 main:574] : INFO : Epoch 1980 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 4850.59 ms [2021-05-12 04:57:05 main:574] : INFO : Epoch 1981 | loss: 0.0312318 | val_loss: 0.0312347 | Time: 4939.93 ms [2021-05-12 04:57:10 main:574] : INFO : Epoch 1982 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 4932.23 ms [2021-05-12 04:57:15 main:574] : INFO : Epoch 1983 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 4950.22 ms [2021-05-12 04:57:20 main:574] : INFO : Epoch 1984 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 4861.45 ms [2021-05-12 04:57:25 main:574] : INFO : Epoch 1985 | loss: 0.0312294 | val_loss: 0.0312317 | Time: 5025.45 ms [2021-05-12 04:57:30 main:574] : INFO : Epoch 1986 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 4863.56 ms [2021-05-12 04:57:35 main:574] : INFO : Epoch 1987 | loss: 0.0312276 | val_loss: 0.0312279 | Time: 4875.74 ms [2021-05-12 04:57:40 main:574] : INFO : Epoch 1988 | loss: 0.031225 | val_loss: 0.0312272 | Time: 4922.64 ms [2021-05-12 04:57:45 main:574] : INFO : Epoch 1989 | loss: 0.0312228 | val_loss: 0.0312246 | Time: 5103.47 ms [2021-05-12 04:57:50 main:574] : INFO : Epoch 1990 | loss: 0.0312202 | val_loss: 0.0312243 | Time: 4746.81 ms [2021-05-12 04:57:55 main:574] : INFO : Epoch 1991 | loss: 0.0312206 | val_loss: 0.0312236 | Time: 4799.66 ms [2021-05-12 04:58:00 main:574] : INFO : Epoch 1992 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 4890.54 ms [2021-05-12 04:58:05 main:574] : INFO : Epoch 1993 | loss: 0.0312203 | val_loss: 0.0312242 | Time: 4876.54 ms [2021-05-12 04:58:10 main:574] : INFO : Epoch 1994 | loss: 0.0312202 | val_loss: 0.0312247 | Time: 4781.23 ms [2021-05-12 04:58:15 main:574] : INFO : Epoch 1995 | loss: 0.0312197 | val_loss: 0.0312256 | Time: 5019.02 ms [2021-05-12 04:58:19 main:574] : INFO : Epoch 1996 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 4783.52 ms [2021-05-12 04:58:24 main:574] : INFO : Epoch 1997 | loss: 0.031217 | val_loss: 0.0312222 | Time: 4830.08 ms [2021-05-12 04:58:29 main:574] : INFO : Epoch 1998 | loss: 0.0312172 | val_loss: 0.0312216 | Time: 4852.59 ms [2021-05-12 04:58:34 main:574] : INFO : Epoch 1999 | loss: 0.0312183 | val_loss: 0.0312311 | Time: 4783.19 ms [2021-05-12 04:58:39 main:574] : INFO : Epoch 2000 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 4964.76 ms [2021-05-12 04:58:44 main:574] : INFO : Epoch 2001 | loss: 0.0312171 | val_loss: 0.0312217 | Time: 4921.79 ms [2021-05-12 04:58:49 main:574] : INFO : Epoch 2002 | loss: 0.0312157 | val_loss: 0.0312207 | Time: 4888.82 ms [2021-05-12 04:58:54 main:574] : INFO : Epoch 2003 | loss: 0.0312156 | val_loss: 0.0312219 | Time: 4949.67 ms [2021-05-12 04:58:59 main:574] : INFO : Epoch 2004 | loss: 0.0312157 | val_loss: 0.0312217 | Time: 4796.84 ms [2021-05-12 04:59:04 main:574] : INFO : Epoch 2005 | loss: 0.0312159 | val_loss: 0.0312248 | Time: 4796.33 ms [2021-05-12 04:59:09 main:574] : INFO : Epoch 2006 | loss: 0.0312177 | val_loss: 0.0312262 | Time: 4862.27 ms [2021-05-12 04:59:14 main:574] : INFO : Epoch 2007 | loss: 0.031216 | val_loss: 0.0312212 | Time: 4850.36 ms [2021-05-12 04:59:19 main:574] : INFO : Epoch 2008 | loss: 0.0312139 | val_loss: 0.0312206 | Time: 4856.5 ms [2021-05-12 04:59:24 main:574] : INFO : Epoch 2009 | loss: 0.0312136 | val_loss: 0.0312223 | Time: 4811.23 ms [2021-05-12 04:59:29 main:574] : INFO : Epoch 2010 | loss: 0.031215 | val_loss: 0.0312218 | Time: 4855.67 ms [2021-05-12 04:59:34 main:574] : INFO : Epoch 2011 | loss: 0.0312166 | val_loss: 0.0312254 | Time: 4983.92 ms [2021-05-12 04:59:39 main:574] : INFO : Epoch 2012 | loss: 0.0312177 | val_loss: 0.0312222 | Time: 4820.95 ms [2021-05-12 04:59:43 main:574] : INFO : Epoch 2013 | loss: 0.031215 | val_loss: 0.0312227 | Time: 4825.86 ms [2021-05-12 04:59:48 main:574] : INFO : Epoch 2014 | loss: 0.031214 | val_loss: 0.0312183 | Time: 4939.26 ms [2021-05-12 04:59:53 main:574] : INFO : Epoch 2015 | loss: 0.0312133 | val_loss: 0.0312198 | Time: 4901.02 ms [2021-05-12 04:59:58 main:574] : INFO : Epoch 2016 | loss: 0.0312151 | val_loss: 0.0312214 | Time: 4681.9 ms [2021-05-12 05:00:03 main:574] : INFO : Epoch 2017 | loss: 0.031214 | val_loss: 0.0312193 | Time: 4781.72 ms [2021-05-12 05:00:08 main:574] : INFO : Epoch 2018 | loss: 0.031213 | val_loss: 0.0312203 | Time: 4808.64 ms [2021-05-12 05:00:13 main:574] : INFO : Epoch 2019 | loss: 0.0312122 | val_loss: 0.0312195 | Time: 4750.52 ms [2021-05-12 05:00:17 main:574] : INFO : Epoch 2020 | loss: 0.0312125 | val_loss: 0.0312212 | Time: 4776.88 ms [2021-05-12 05:00:22 main:574] : INFO : Epoch 2021 | loss: 0.0312129 | val_loss: 0.0312178 | Time: 4850.22 ms [2021-05-12 05:00:27 main:574] : INFO : Epoch 2022 | loss: 0.031211 | val_loss: 0.031218 | Time: 4804.1 ms [2021-05-12 05:00:32 main:574] : INFO : Epoch 2023 | loss: 0.0312113 | val_loss: 0.0312167 | Time: 4750.87 ms [2021-05-12 05:00:37 main:574] : INFO : Epoch 2024 | loss: 0.0312121 | val_loss: 0.03122 | Time: 4805.61 ms [2021-05-12 05:00:42 main:574] : INFO : Epoch 2025 | loss: 0.0312147 | val_loss: 0.0312221 | Time: 4789.67 ms [2021-05-12 05:00:47 main:574] : INFO : Epoch 2026 | loss: 0.0312118 | val_loss: 0.0312186 | Time: 4779 ms [2021-05-12 05:00:52 main:574] : INFO : Epoch 2027 | loss: 0.0312129 | val_loss: 0.0312248 | Time: 4993.8 ms [2021-05-12 05:00:57 main:574] : INFO : Epoch 2028 | loss: 0.0312124 | val_loss: 0.0312161 | Time: 4904.45 ms [2021-05-12 05:01:01 main:574] : INFO : Epoch 2029 | loss: 0.0312116 | val_loss: 0.0312159 | Time: 4843.4 ms [2021-05-12 05:01:06 main:574] : INFO : Epoch 2030 | loss: 0.0312107 | val_loss: 0.0312165 | Time: 4762.21 ms [2021-05-12 05:01:11 main:574] : INFO : Epoch 2031 | loss: 0.0312102 | val_loss: 0.0312194 | Time: 4636.24 ms [2021-05-12 05:01:16 main:574] : INFO : Epoch 2032 | loss: 0.0312113 | val_loss: 0.0312219 | Time: 4752.45 ms [2021-05-12 05:01:21 main:574] : INFO : Epoch 2033 | loss: 0.031211 | val_loss: 0.0312174 | Time: 4771.34 ms [2021-05-12 05:01:25 main:574] : INFO : Epoch 2034 | loss: 0.0312104 | val_loss: 0.0312176 | Time: 4729.06 ms [2021-05-12 05:01:30 main:574] : INFO : Epoch 2035 | loss: 0.0312108 | val_loss: 0.0312197 | Time: 4741.2 ms [2021-05-12 05:01:35 main:574] : INFO : Epoch 2036 | loss: 0.0312096 | val_loss: 0.0312181 | Time: 4905.85 ms [2021-05-12 05:01:40 main:574] : INFO : Epoch 2037 | loss: 0.0312092 | val_loss: 0.0312198 | Time: 4717.39 ms [2021-05-12 05:01:45 main:574] : INFO : Epoch 2038 | loss: 0.0312094 | val_loss: 0.0312191 | Time: 4695.22 ms [2021-05-12 05:01:49 main:574] : INFO : Epoch 2039 | loss: 0.0312102 | val_loss: 0.0312225 | Time: 4690.83 ms [2021-05-12 05:01:54 main:574] : INFO : Epoch 2040 | loss: 0.0312109 | val_loss: 0.0312182 | Time: 4908.43 ms [2021-05-12 05:01:59 main:574] : INFO : Epoch 2041 | loss: 0.0312098 | val_loss: 0.0312204 | Time: 4926.49 ms [2021-05-12 05:02:03 main:574] : INFO : Epoch 2042 | loss: 0.0312112 | val_loss: 0.0312177 | Time: 4030.02 ms [2021-05-12 05:02:07 main:574] : INFO : Epoch 2043 | loss: 0.0312112 | val_loss: 0.0312164 | Time: 3969.44 ms [2021-05-12 05:02:12 main:574] : INFO : Epoch 2044 | loss: 0.0312075 | val_loss: 0.0312162 | Time: 3899.13 ms [2021-05-12 05:02:17 main:574] : INFO : Epoch 2045 | loss: 0.0312081 | val_loss: 0.0312162 | Time: 3676.41 ms [2021-05-12 05:02:21 main:574] : INFO : Epoch 2046 | loss: 0.0312092 | val_loss: 0.0312162 | Time: 3648.78 ms [2021-05-12 05:02:25 main:574] : INFO : Epoch 2047 | loss: 0.0312108 | val_loss: 0.0312158 | Time: 3814.18 ms [2021-05-12 05:02:28 main:574] : INFO : Epoch 2048 | loss: 0.0312105 | val_loss: 0.0312161 | Time: 3509.19 ms [2021-05-12 05:02:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312161 [2021-05-12 05:02:28 main:603] : INFO : Saving end state to config to file [2021-05-12 05:02:29 main:608] : INFO : Success, exiting.. 05:02:29 (5424): 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)